diff --git a/DO.example.dst b/DO.example.dst
new file mode 100644
index 0000000000000000000000000000000000000000..db50985905f5ef13ca37fa610f8d329fa7341ac4
--- /dev/null
+++ b/DO.example.dst
@@ -0,0 +1,60 @@
+#!/bin/bash
+
+# Parameters ------------------------------------------------------
+
+# --- MultiWOZ 2.1 dataset (noisy data)
+TRAIN_TASK="multiwoz21"
+TRAIN_DATA_DIR="data/multiwoz/data/MultiWOZ_2.1"
+# --- MultiWOZ 2.4 dataset (cleaned data, uses legacy format)
+TEST_TASK="multiwoz21_legacy"
+TEST_DATA_DIR="data/MultiWOZ2.4/data/MULTIWOZ2.4"
+
+# Project paths etc. ----------------------------------------------
+
+DATASET_CONFIG="trippy/dataset_config/multiwoz21.json"
+OUT_DIR=results
+mkdir -p ${OUT_DIR}
+
+# Main ------------------------------------------------------------
+
+for step in train dev test; do
+ args_add=""
+ if [ "$step" = "train" ]; then
+ TASK=${TRAIN_TASK}
+ DATA_DIR=${TRAIN_DATA_DIR}
+ args_add="--do_train"
+ elif [ "$step" = "dev" ] || [ "$step" = "test" ]; then
+ TASK=${TEST_TASK}
+ DATA_DIR=${TEST_DATA_DIR}
+ args_add="--do_eval"
+ fi
+
+ python3 ${TOOLS_DIR}/storm_dst.py \
+ --task_name=${TASK} \
+ --model_type="roberta" \
+ --model_name_or_path="roberta-base" \
+ --dataset_config=${DATASET_CONFIG} \
+ --data_dir=${DATA_DIR} \
+ --predict_type=${step} \
+ --do_lower_case \
+ --learning_rate=1e-4 \
+ --num_train_epochs=10 \
+ --max_seq_length=180 \
+ --train_batch_size=48 \
+ --eval_batch_size=48 \
+ --output_dir=${OUT_DIR} \
+ --eval_all_checkpoints \
+ --save_epochs=1 \
+ --warmup_proportion=0.1 \
+ --local_files_only \
+ --optimizer="Adam" \
+ ${args_add} \
+ 2>&1 | tee ${OUT_DIR}.${x}/${step}.log
+
+ if [ "$step" = "dev" ] || [ "$step" = "test" ]; then
+ python3 trippy/metric_dst.py \
+ --dataset_config=${DATASET_CONFIG} \
+ --file_list="${OUT_DIR}/pred_res.${step}*json" \
+ 2>&1 | tee ${OUT_DIR}/eval_pred_${step}.log
+ fi
+done
diff --git a/DO.example.glue b/DO.example.glue
new file mode 100644
index 0000000000000000000000000000000000000000..25233bd96252f5d46b52978d4fb3b33bc4630042
--- /dev/null
+++ b/DO.example.glue
@@ -0,0 +1,38 @@
+#!/bin/bash
+
+# Parameters ------------------------------------------------------
+
+# --- CoLA dataset
+#TASK="cola"
+#DATA_DIR="data/glue_data/CoLA"
+# --- MRPC dataset
+#TASK="mrpc"
+#DATA_DIR="data/glue_data/MRPC"
+# --- RTE dataset
+#TASK="rte"
+#DATA_DIR="data/glue_data/RTE"
+
+# Project paths etc. ----------------------------------------------
+
+OUT_DIR=results
+mkdir -p ${OUT_DIR}
+
+# Main ------------------------------------------------------------
+
+python3 storm.py \
+ --task_name=${TASK} \
+ --train_file=${DATA_DIR}/train_corrupt_30.tsv \
+ --validation_file=${DATA_DIR}/valid.tsv \
+ --test_file=${DATA_DIR}/test.tsv \
+ --model_type="roberta" \
+ --model_name_or_path="roberta-base" \
+ --train_batch_size=32 \
+ --eval_batch_size=32 \
+ --learning_rate=5e-2 \
+ --num_train_epochs=10 \
+ --output_dir=${OUT_DIR} \
+ --local_files_only \
+ --evaluate_rescaling \
+ --save_checkpoints \
+ --save_stats \
+ 2>&1 | tee ${OUT_DIR}/train.log
diff --git a/DO.example.spam b/DO.example.spam
new file mode 100644
index 0000000000000000000000000000000000000000..e08878cf94d4e9fbe039a5fe60819aa6b4d0ce79
--- /dev/null
+++ b/DO.example.spam
@@ -0,0 +1,38 @@
+#!/bin/bash
+
+# Parameters ------------------------------------------------------
+
+# --- SMS dataset
+#TASK="sms"
+#DATA_DIR="data/sms"
+# --- Youtube dataset
+TASK="youtube"
+DATA_DIR="data/youtube"
+
+# Project paths etc. ----------------------------------------------
+
+FEATS_DIR="${DATA_DIR}/tfidf_feats"
+OUT_DIR=results
+mkdir -p ${OUT_DIR}
+
+# Main ------------------------------------------------------------
+
+python3 storm.py \
+ --task_name=${TASK} \
+ --train_file=${DATA_DIR}/train_corrupt_30.tsv \
+ --validation_file=${DATA_DIR}/valid.tsv \
+ --test_file=${DATA_DIR}/test.tsv \
+ --model_type="roberta" \
+ --model_name_or_path="roberta-base" \
+ --train_batch_size=32 \
+ --eval_batch_size=32 \
+ --learning_rate=5e-2 \
+ --num_train_epochs=10 \
+ --output_dir=${OUT_DIR} \
+ --local_files_only \
+ --use_tfidf \
+ --tfidf_path=${FEATS_DIR} \
+ --evaluate_rescaling \
+ --save_checkpoints \
+ --save_stats \
+ 2>&1 | tee ${OUT_DIR}/train.log
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..e38336ac6d02e67cfae1945e10f3a99772ecae2c
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
+ Apache License
+ Version 2.0, January 2004
+ http://www.apache.org/licenses/
+
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+ 5. Submission of Contributions. Unless You explicitly state otherwise,
+ any Contribution intentionally submitted for inclusion in the Work
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+ 6. Trademarks. This License does not grant permission to use the trade
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+ 7. Disclaimer of Warranty. Unless required by applicable law or
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+ 8. Limitation of Liability. In no event and under no legal theory,
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+ 9. Accepting Warranty or Additional Liability. While redistributing
+ the Work or Derivative Works thereof, You may choose to offer,
+ and charge a fee for, acceptance of support, warranty, indemnity,
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+ License. However, in accepting such obligations, You may act only
+ on Your own behalf and on Your sole responsibility, not on behalf
+ of any other Contributor, and only if You agree to indemnify,
+ defend, and hold each Contributor harmless for any liability
+ incurred by, or claims asserted against, such Contributor by reason
+ of your accepting any such warranty or additional liability.
+
+ END OF TERMS AND CONDITIONS
+
+ APPENDIX: How to apply the Apache License to your work.
+
+ To apply the Apache License to your work, attach the following
+ boilerplate notice, with the fields enclosed by brackets "{}"
+ replaced with your own identifying information. (Don't include
+ the brackets!) The text should be enclosed in the appropriate
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+
+ Copyright 2020 Heinrich Heine University Duesseldorf
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
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diff --git a/README.md b/README.md
index f43034405afef48a3ff2a7c869d8ef4a3fa37bb4..e7261401cd4a9d4329baa173eec821d0a4c5a8f8 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,85 @@
-# STORM - Public
+## Introduction
-This is the public repository for STORM, to be published at AAAI'25 as "Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling".
+STORM (Self-Taught On-the-fly Rescaling via Meta loss) is a flexible loss rescaling method for learning from noisy labels.
-The code will be made available upon presentation at the conference early 2025.
\ No newline at end of file
+STORM
+- uses a novel meta learning scheme called meta loss rescaling that eliminates the need for clean validation data by rescaling both the loss in the inner loop and the meta loss in the outer loop, using noisy validation data.
+- is flexible as it dynamically decides how much importance to assign to a sample at each training stage and keeps learning from the model's own signals.
+- is efficient as it uses features based on sample losses and prediction probabilities instead of sample gradients, reducing computational complexity.
+- is robust as it handles class imbalance, different types of noise, and prevents overfitting.
+
+## Recent updates
+
+- 2025.02.24: Initial commit
+
+## How to run
+
+### Preparations
+
+- Clone the TripPy source code:
+
+```
+git clone https://gitlab.cs.uni-duesseldorf.de/general/dsml/trippy-public.git trippy
+```
+
+- Download and prepare the datasets. See data/README.md for instructions.
+
+### Run
+
+Scripts are provided for demonstrating how to use STORM.
+
+`DO.example.*` will train and evaluate a model with settings that were used for experiments in our paper "Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling".
+- `DO.example.spam` applies STORM to TF-IDF encoded Youtube and SMS datasets.
+- `DO.example.glue` applies STORM to CoLA, MRPC and RTE datasets from the GLUE benchmark.
+- `DO.example.dst` applies STORM to dialogue state tracking on the MultiWOZ 2.4 dataset.
+
+Using the command line parameter `--simulate_only` to storm.py or storm_dst.py will recreate the baselines without applying STORM.
+Note that this will deactivate the loss rescaling, but not the training of the loss rescaler. The loss rescaler merely remains unused.
+
+## Datasets
+
+STORM is not limited to a particular set of datasets. In the paper, we evaluated STORM on the following datasets:
+- Youtube (https://doi.org/10.24432/C58885)
+- SMS (https://doi.org/10.24432/C5CC84)
+- CoLA (https://gluebenchmark.com/tasks)
+- MRPC (https://gluebenchmark.com/tasks)
+- RTE (https://gluebenchmark.com/tasks)
+- MultiWOZ 2.1 (https://github.com/budzianowski/multiwoz.git)
+- MultiWOZ 2.4 (https://github.com/smartyfh/MultiWOZ2.4.git)
+
+The ```--task_name``` is
+- 'youtube', for Youtube
+- 'sms', for SMS
+- 'cola', for CoLA
+- 'mrpc', for MRPC
+- 'rte', for RTE
+- 'multiwoz21', for MultiWOZ 2.1
+- 'multiwoz21_legacy', for MultiWOZ 2.4
+
+## Requirements
+
+- torch (tested: 2.0.0)
+- transformers (tested: 4.18.0)
+- tensorboardX (tested: 2.1)
+
+## Citation
+
+This work is published as [Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling](https://arxiv.org/abs/2412.12955)
+
+If you use STORM in your own work, please cite our work as follows:
+
+```
+@inproceedings{heck2024storm,
+ title = "Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling",
+ author = "Heck, Michael and Geishauser, Christian and Lubis, Nurul and van Niekerk, Carel and
+ Feng, Shutong and Lin, Hsien-Chin and Ruppik, Benjamin Matthias and Vukovic, Renato and
+ Ga{\v{s}}i{\'c}, Milica",
+ booktitle = "Proceedings of the AAAI Conference on Artificial Intelligence",
+ month = "Mar.",
+ year = "2025",
+ volume = "39",
+ address = "Philadelphia, Pennsylvania, USA",
+ publisher = "AAAI Press, Washington, DC, USA",
+ organization = "Association for the Advancement of Artificial Intelligence"
+}
+```
diff --git a/agra.py b/agra.py
new file mode 100644
index 0000000000000000000000000000000000000000..0940657512ade7ba9eaf610b53f489ad426426d0
--- /dev/null
+++ b/agra.py
@@ -0,0 +1,158 @@
+# coding=utf-8
+#
+# Copyright 2024 Heinrich Heine University Duesseldorf
+#
+# Part of this code is based on the source code of AGRA
+# (arXiv:2306.04502)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import autograd_hacks
+import torch
+
+import numpy as np
+
+from torch.utils.data import (DataLoader, WeightedRandomSampler)
+
+from utils_gpu import (to_device)
+
+
+class F1Loss:
+ def __init__(self, num_classes):
+ self.num_classes = num_classes
+
+ def __call__(self, predictions, labels):
+ softmax = torch.nn.Softmax(dim=1)
+ all_preds = softmax(predictions)
+
+ if self.num_classes == 2:
+ preds = all_preds[:, 1]
+
+ tp = torch.sum(preds * labels)
+ fp = torch.sum(preds * (1 - labels))
+ fn = torch.sum((1 - preds) * labels)
+
+ f1_loss = 1 - ( (2 * tp) / (2 * tp + fn + fp + 1e-8) ) # tp + fn = number positive labels
+ elif self.num_classes > 2:
+ f1 = torch.zeros(self.num_classes)
+
+ for label in range(0, self.num_classes):
+ labels_bin = copy.deepcopy(labels)
+ labels_bin = torch.where(labels_bin == label, 1, 0)
+
+ tp = torch.sum(all_preds[:, label] * labels_bin)
+ fp = torch.sum(all_preds[:, label] * (1 - labels_bin))
+ fn = torch.sum((1 - all_preds[:, label]) * labels_bin)
+
+ f1[label] = (2 * tp) / (2 * tp + fn + fp + 1e-8)
+
+ f1_loss = 1 - torch.mean(f1) # define loss as 1 - macro F1
+ else:
+ raise ValueError("Invalid number of classes")
+
+ return f1_loss
+
+
+class AGRA:
+ def __init__(self, comp_loss, num_classes, is_weighted, dataset, model, device, window_size=1):
+ self.stats = {}
+ self.window_size = window_size # window_size=0 -> unlimited window size
+ self.comp_loss = comp_loss
+ self.num_classes = num_classes
+ self.model = model
+ self.device = device
+ self.dataset = dataset
+
+ autograd_hacks.add_hooks(self.model)
+
+ self.agra_weights = torch.ones(len(self.dataset))
+ if is_weighted:
+ self.agra_weights = torch.tensor(self._compute_weights([i['labels'] for i in self.dataset]))
+
+
+ def _compute_weights(self, train_labels):
+ num_samples = len(train_labels)
+ _, counts = np.unique(train_labels, return_counts=True)
+ assert sum(counts) == num_samples
+ weights = np.zeros(num_samples)
+ for label in range(0, self.num_classes):
+ weights[np.array(train_labels) == label] = 1 / counts[label]
+ return weights
+
+
+ def _get_loss(self):
+ if self.comp_loss == 'F1':
+ comp_loss = F1Loss(self.num_classes)
+ loss_type = 'sum'
+ else:
+ comp_loss = torch.nn.CrossEntropyLoss(reduction='mean')
+ loss_type = 'mean'
+ return comp_loss, loss_type
+
+
+ def _get_comp_grads(self):
+ comp_grads = [params[1].grad.reshape(-1).detach().clone().cpu()
+ for params in self.model.named_parameters()
+ if hasattr(params[1], 'grad1') and 'bias' not in params[0]]
+ comp_grads = torch.cat(comp_grads).numpy()
+ if 'comp_grads' not in self.stats:
+ self.stats['comp_grads'] = []
+ self.stats['comp_grads'].append(comp_grads)
+ self.stats['comp_grads'] = self.stats['comp_grads'][-1 * self.window_size:]
+ return np.mean(self.stats['comp_grads'], 0)
+
+
+ def build_dataloader(self, data_collator, batch_size):
+ comp_sampler = WeightedRandomSampler(self.agra_weights, len(self.dataset))
+ self.comp_dataloader = DataLoader(
+ self.dataset, collate_fn=data_collator, batch_size=batch_size, sampler=comp_sampler)
+ self.comp_dataloader = iter(self.comp_dataloader)
+
+
+ def agra_step(self, batch, agra_layer_groups=['classifier']):
+ agra_crit, agra_loss_type = self._get_loss()
+ batch_size = batch['input_ids'].size(0)
+
+ # Get comparison gradients
+ comp_batch = next(self.comp_dataloader)
+ autograd_hacks.clear_grad1(self.model)
+ self.model.classifier.weight.retain_grad() # required for _get_comp_grads()
+ comp_batch = to_device(comp_batch, self.device)
+ comp_outputs = self.model(**comp_batch, suppress_dropout_passes=True)
+ comp_loss = agra_crit(comp_outputs[1][0], comp_batch['labels']) # Logits vs. labels
+ comp_loss.backward()
+ autograd_hacks.compute_grad1(self.model, loss_type=agra_loss_type, layer_groups=agra_layer_groups)
+ comp_grads = self._get_comp_grads()
+
+ del self.model.classifier.weight.grad
+ autograd_hacks.clear_grad1(self.model)
+
+ # Get sample gradients
+ outputs = self.model(**batch)
+ labels = batch['labels']
+ sample_loss = agra_crit(outputs[1][0], labels) # Logits vs. labels
+ sample_loss.backward()
+ autograd_hacks.compute_grad1(self.model, loss_type=agra_loss_type, layer_groups=agra_layer_groups)
+ grads = [params[1].grad1.detach().clone().cpu() for params in self.model.named_parameters() if
+ hasattr(params[1], 'grad1') and 'bias' not in params[0]]
+
+ # Get gradient scores
+ grad_scores = np.zeros(batch_size)
+ for l_itr in range(batch_size):
+ sample_grads = torch.cat([grad[l_itr].reshape(-1) for grad in grads]).numpy()
+ grad_scores[l_itr] = np.sum(sample_grads * comp_grads) / ((np.linalg.norm(sample_grads) * np.linalg.norm(comp_grads)) + 1e-8)
+
+ autograd_hacks.clear_grad1(self.model)
+
+ return torch.tensor(grad_scores)
+
diff --git a/autograd_hacks.py b/autograd_hacks.py
new file mode 100644
index 0000000000000000000000000000000000000000..686ad651b0b162280823c68e794e8c485a15a92e
--- /dev/null
+++ b/autograd_hacks.py
@@ -0,0 +1,325 @@
+# coding=utf-8
+#
+# Code retrieved from https://github.com/cybertronai/autograd-hacks
+# and modified for our purposes.
+
+
+"""
+Library for extracting interesting quantites from autograd
+
+Not thread-safe because of module-level variables
+
+Notation:
+o: number of output classes (exact Hessian), number of Hessian samples (sampled Hessian)
+n: batch-size
+do: output dimension (output channels for convolution)
+di: input dimension (input channels for convolution)
+Hi: per-example Hessian of matmul, shaped as matrix of [dim, dim], indices have been row-vectorized
+Hi_bias: per-example Hessian of bias
+Oh, Ow: output height, output width (convolution)
+Kh, Kw: kernel height, kernel width (convolution)
+
+Jb: batch output Jacobian of matmul, output sensitivity for example,class pair, [o, n, ....]
+Jb_bias: as above, but for bias
+
+A, activations: inputs into current layer
+B, backprops: backprop values (aka Lop aka Jacobian-vector product) observed at current layer
+"""
+
+import torch
+
+import torch.nn as nn
+import torch.nn.functional as F
+
+from typing import List
+
+_supported_layers = ['Linear', 'Conv2d', \
+ 'InnerFunctionalLinear'] # Supported layer class types
+_hooks_disabled: bool = False # work-around for https://github.com/pytorch/pytorch/issues/25723
+_enforce_fresh_backprop: bool = False # global switch to catch double backprop errors on Hessian computation
+
+
+def add_hooks(model: nn.Module) -> None:
+ """
+ Adds hooks to model to save activations and backprop values.
+
+ The hooks will
+ 1. save activations into param.activations during forward pass
+ 2. append backprops to params.backprops_list during backward pass.
+
+ Call "remove_hooks(model)" to disable this.
+
+ Args:
+ model:
+ """
+
+ global _hooks_disabled
+ _hooks_disabled = False
+
+ handles = []
+ for layer in model.modules():
+ if _layer_type(layer) in _supported_layers:
+ handles.append(layer.register_forward_hook(_capture_activations))
+ handles.append(layer.register_full_backward_hook(_capture_backprops))
+
+ model.__dict__.setdefault('autograd_hacks_hooks', []).extend(handles)
+
+
+def remove_hooks(model: nn.Module) -> None:
+ """
+ Remove hooks added by add_hooks(model)
+ """
+
+ assert model == 0, "not working, remove this after fix to https://github.com/pytorch/pytorch/issues/25723"
+
+ if not hasattr(model, 'autograd_hacks_hooks'):
+ print("Warning, asked to remove hooks, but no hooks found")
+ else:
+ for handle in model.autograd_hacks_hooks:
+ handle.remove()
+ del model.autograd_hacks_hooks
+
+
+def disable_hooks() -> None:
+ """
+ Globally disable all hooks installed by this library.
+ """
+
+ global _hooks_disabled
+ _hooks_disabled = True
+
+
+def enable_hooks() -> None:
+ """the opposite of disable_hooks()"""
+
+ global _hooks_disabled
+ _hooks_disabled = False
+
+
+def is_supported(layer: nn.Module) -> bool:
+ """Check if this layer is supported"""
+
+ return _layer_type(layer) in _supported_layers
+
+
+def _layer_type(layer: nn.Module) -> str:
+ return layer.__class__.__name__
+
+
+def _capture_activations(layer: nn.Module, input: List[torch.Tensor], output: torch.Tensor):
+ """Save activations into layer.activations in forward pass"""
+
+ if _hooks_disabled:
+ return
+ assert _layer_type(layer) in _supported_layers, "Hook installed on unsupported layer, this shouldn't happen"
+ setattr(layer, "activations", input[0].detach())
+
+
+def _capture_backprops(layer: nn.Module, _input, output):
+ """Append backprop to layer.backprops_list in backward pass."""
+ global _enforce_fresh_backprop
+
+ if _hooks_disabled:
+ return
+
+ if _enforce_fresh_backprop:
+ assert not hasattr(layer, 'backprops_list'), "Seeing result of previous backprop, use clear_backprops(model) to clear"
+ _enforce_fresh_backprop = False
+
+ if not hasattr(layer, 'backprops_list'):
+ setattr(layer, 'backprops_list', [])
+ layer.backprops_list.append(output[0].detach())
+
+
+def clear_backprops(model: nn.Module) -> None:
+ """Delete layer.backprops_list in every layer."""
+ for layer in model.modules():
+ if hasattr(layer, 'backprops_list'):
+ del layer.backprops_list
+
+
+def clear_grad1(model: nn.Module) -> None:
+ """Delete attr related to grad1 in every layer."""
+ for layer in model.modules():
+ if hasattr(layer, 'backprops_list'):
+ del layer.backprops_list
+ if hasattr(layer, 'activations'):
+ del layer.activations
+ if hasattr(layer, 'weight') and hasattr(layer.weight, 'grad1'):
+ del layer.weight.grad1
+ if hasattr(layer, 'bias') and hasattr(layer.bias, 'grad1'):
+ del layer.bias.grad1
+
+
+def compute_grad1(model: nn.Module, loss_type: str = 'mean', layer_groups = ['classifier']) -> None:
+ """
+ Compute per-example gradients and save them under 'param.grad1'. Must be called after loss.backprop()
+
+ Args:
+ model:
+ loss_type: either "mean" or "sum" depending whether backpropped loss was averaged or summed over batch
+ """
+
+ assert loss_type in ('sum', 'mean')
+ for module in model.named_modules():
+ layer_name = module[0]
+ layer = module[1]
+ layer_type = _layer_type(layer)
+ if layer_type not in _supported_layers:
+ continue
+ skip = False
+ if len(layer_groups) > 0:
+ skip = True
+ for lg in layer_groups:
+ if lg in layer_name:
+ skip = False
+ break
+ if skip:
+ continue
+ assert hasattr(layer, 'activations'), "No activations detected, run forward after add_hooks(model)"
+ assert hasattr(layer, 'backprops_list'), "No backprops detected, run backward after add_hooks(model)"
+ assert len(layer.backprops_list) == 1, "Multiple backprops detected, make sure to call clear_backprops(model)"
+
+ A = layer.activations
+ n = A.shape[0]
+ if loss_type == 'mean':
+ B = layer.backprops_list[0] * n
+ else: # loss_type == 'sum':
+ B = layer.backprops_list[0]
+
+ if layer_type in ['Linear', 'InnerFunctionalLinear']:
+ if len(B.size()) == 2:
+ setattr(layer.weight, 'grad1', torch.einsum('ni,nj->nij', B, A))
+ elif len(B.size()) == 3:
+ setattr(layer.weight, 'grad1', torch.einsum('nij,nik->njk', B, A))
+ else:
+ pass
+ if layer.bias is not None:
+ if len(B.size()) == 2:
+ setattr(layer.bias, 'grad1', B)
+ elif len(B.size()) == 3:
+ setattr(layer.bias, 'grad1', torch.einsum('nij->nj', B))
+ else:
+ pass
+ elif layer_type == 'Conv2d':
+ A = torch.nn.functional.unfold(A, layer.kernel_size)
+ B = B.reshape(n, -1, A.shape[-1])
+ grad1 = torch.einsum('ijk,ilk->ijl', B, A)
+ shape = [n] + list(layer.weight.shape)
+ setattr(layer.weight, 'grad1', grad1.reshape(shape))
+ if layer.bias is not None:
+ setattr(layer.bias, 'grad1', torch.sum(B, dim=2))
+
+
+def compute_hess(model: nn.Module,) -> None:
+ """Save Hessian under param.hess for each param in the model"""
+
+ for layer in model.modules():
+ layer_type = _layer_type(layer)
+ if layer_type not in _supported_layers:
+ continue
+ assert hasattr(layer, 'activations'), "No activations detected, run forward after add_hooks(model)"
+ assert hasattr(layer, 'backprops_list'), "No backprops detected, run backward after add_hooks(model)"
+
+ if layer_type in ['Linear', 'InnerFunctionalLinear']:
+ A = layer.activations
+ B = torch.stack(layer.backprops_list)
+
+ n = A.shape[0]
+ o = B.shape[0]
+
+ A = torch.stack([A] * o)
+ Jb = torch.einsum("oni,onj->onij", B, A).reshape(n*o, -1)
+ H = torch.einsum('ni,nj->ij', Jb, Jb) / n
+
+ setattr(layer.weight, 'hess', H)
+
+ if layer.bias is not None:
+ setattr(layer.bias, 'hess', torch.einsum('oni,onj->ij', B, B)/n)
+
+ elif layer_type == 'Conv2d':
+ Kh, Kw = layer.kernel_size
+ di, do = layer.in_channels, layer.out_channels
+
+ A = layer.activations.detach()
+ A = torch.nn.functional.unfold(A, (Kh, Kw)) # n, di * Kh * Kw, Oh * Ow
+ n = A.shape[0]
+ B = torch.stack([Bt.reshape(n, do, -1) for Bt in layer.backprops_list]) # o, n, do, Oh*Ow
+ o = B.shape[0]
+
+ A = torch.stack([A] * o) # o, n, di * Kh * Kw, Oh*Ow
+ Jb = torch.einsum('onij,onkj->onik', B, A) # o, n, do, di * Kh * Kw
+
+ Hi = torch.einsum('onij,onkl->nijkl', Jb, Jb) # n, do, di*Kh*Kw, do, di*Kh*Kw
+ Jb_bias = torch.einsum('onij->oni', B)
+ Hi_bias = torch.einsum('oni,onj->nij', Jb_bias, Jb_bias)
+
+ setattr(layer.weight, 'hess', Hi.mean(dim=0))
+ if layer.bias is not None:
+ setattr(layer.bias, 'hess', Hi_bias.mean(dim=0))
+
+
+def backprop_hess(output: torch.Tensor, hess_type: str) -> None:
+ """
+ Call backprop 1 or more times to get values needed for Hessian computation.
+
+ Args:
+ output: prediction of neural network (ie, input of nn.CrossEntropyLoss())
+ hess_type: type of Hessian propagation, "CrossEntropy" results in exact Hessian for CrossEntropy
+
+ Returns:
+
+ """
+
+ assert hess_type in ('LeastSquares', 'CrossEntropy')
+ global _enforce_fresh_backprop
+ n, o = output.shape
+
+ _enforce_fresh_backprop = True
+
+ if hess_type == 'CrossEntropy':
+ batch = F.softmax(output, dim=1)
+
+ mask = torch.eye(o).expand(n, o, o)
+ diag_part = batch.unsqueeze(2).expand(n, o, o) * mask
+ outer_prod_part = torch.einsum('ij,ik->ijk', batch, batch)
+ hess = diag_part - outer_prod_part
+ assert hess.shape == (n, o, o)
+
+ for i in range(n):
+ hess[i, :, :] = symsqrt(hess[i, :, :])
+ hess = hess.transpose(0, 1)
+
+ elif hess_type == 'LeastSquares':
+ hess = []
+ assert len(output.shape) == 2
+ batch_size, output_size = output.shape
+
+ id_mat = torch.eye(output_size)
+ for out_idx in range(output_size):
+ hess.append(torch.stack([id_mat[out_idx]] * batch_size))
+
+ for o in range(o):
+ output.backward(hess[o], retain_graph=True)
+
+
+def symsqrt(a, cond=None, return_rank=False, dtype=torch.float32):
+ """Symmetric square root of a positive semi-definite matrix.
+ See https://github.com/pytorch/pytorch/issues/25481"""
+
+ s, u = torch.symeig(a, eigenvectors=True)
+ cond_dict = {torch.float32: 1e3 * 1.1920929e-07, torch.float64: 1E6 * 2.220446049250313e-16}
+
+ if cond in [None, -1]:
+ cond = cond_dict[dtype]
+
+ above_cutoff = (abs(s) > cond * torch.max(abs(s)))
+
+ psigma_diag = torch.sqrt(s[above_cutoff])
+ u = u[:, above_cutoff]
+
+ B = u @ torch.diag(psigma_diag) @ u.t()
+ if return_rank:
+ return B, len(psigma_diag)
+ else:
+ return B
diff --git a/data/README.md b/data/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d2d7035776034ec072e73a30a3ae35dfd79c3b1e
--- /dev/null
+++ b/data/README.md
@@ -0,0 +1,69 @@
+## Supported datasets
+
+Datasets should go into the ```data/``` folder.
+
+### Youtube:
+
+The original URL (http://dcomp.sor.ufscar.br/talmeida/youtubespamcollection) is not active anymore.
+The original files are archived at (https://doi.org/10.24432/C58885).
+
+For easy reproducibility, we provide our re-formatted files in ```data/youtube```.
+
+### SMS
+
+The original URL (http://www.dt.fee.unicamp.br/~tiago/smsspamcollection) is not active anymore.
+The original files are archived at (https://doi.org/10.24432/C5CC84).
+
+For easy reproducibility, we provide our re-formatted files in ```data/sms```.
+
+### GLUE
+
+The GLUE tasks and links to their files are listed on (https://gluebenchmark.com/tasks).
+
+```
+wget https://dl.fbaipublicfiles.com/glue/data/CoLA.zip
+unzip CoLA.zip -d CoLA
+wget https://dl.fbaipublicfiles.com/glue/data/RTE.zip
+unzip RTE -d RTE
+mkdir MRPC
+python download_mrpc.py
+```
+
+### MultiWOZ 2.1
+
+```
+git clone https://github.com/budzianowski/multiwoz.git
+unzip multiwoz/data/MultiWOZ_2.1.zip -d multiwoz/data/
+python split_multiwoz_data.py --data_dir multiwoz/data/MultiWOZ_2.1
+```
+
+### MultiWOZ 2.4
+
+```
+git clone https://github.com/smartyfh/MultiWOZ2.4.git
+unzip MultiWOZ2.4/data/MULTIWOZ2.4.zip -d MultiWOZ2.4/data/
+python split_multiwoz_data.py --data_dir MultiWOZ2.4/data/MULTIWOZ2.4
+```
+
+## Add symmetric noise
+
+```
+python corrupt_data.py --file_in youtube/train.tsv --file_out youtube/train_corrupt_30.tsv --task youtube --corruption 0.3 --seed 42
+python corrupt_data.py --file_in sms/train.tsv --file_out sms/train_corrupt_30.tsv --task sms --corruption 0.3 --seed 42
+python corrupt_data.py --file_in CoLA/train.tsv --file_out CoLA/train_corrupt_30.tsv --task cola --corruption 0.3 --seed 42
+python corrupt_data.py --file_in MRPC/train.tsv --file_out MRPC/train_corrupt_30.tsv --task mrpc --corruption 0.3 --seed 42
+python corrupt_data.py --file_in RTE/train.tsv --file_out RTE/train_corrupt_30.tsv --task rte --corruption 0.3 --seed 42
+```
+
+## TF-IDF features
+
+The TF-IDF features for the Youtube and SMS datasets used for our experiments were
+computed with the help of the AGRA code base (https://github.com/anasedova/AGRA).
+
+For easy reproducibility, we provide our computed TF-IDF features as pickle files, found in the
+respective data folders.
+
+```
+gunzip youtube/tfidf_feats/*.gz
+gunzip sms/tfidf_feats/*.gz
+```
diff --git a/data/corrupt_data.py b/data/corrupt_data.py
new file mode 100644
index 0000000000000000000000000000000000000000..a8a9a376f0b4c7e91307570260a3048faa733541
--- /dev/null
+++ b/data/corrupt_data.py
@@ -0,0 +1,84 @@
+# coding=utf-8
+
+import argparse
+import json
+import numpy as np
+from transformers import (set_seed)
+
+
+DATA_SPECS = {'youtube': {'has_header': True, 'label': 2, 'sentence1': 1, 'sentence2': None, 'num_labels': 2, 'label_map': None},
+ 'sms': {'has_header': True, 'label': 2, 'sentence1': 1, 'sentence2': None, 'num_labels': 2, 'label_map': None},
+ 'cola': {'has_header': False, 'label': 1, 'sentence1': 3, 'sentence2': None, 'num_labels': 2, 'label_map': None},
+ 'mrpc': {'has_header': True, 'label': 0, 'sentence1': 3, 'sentence2': 4, 'num_labels': 2, 'label_map': None},
+ 'rte': {'has_header': True, 'label': 3, 'sentence1': 1, 'sentence2': 2, 'num_labels': 2, 'label_map': {'not_entailment': 0, 'entailment': 1, 0: 'not_entailment', 1: 'entailment'}},
+}
+
+
+def load_raw_dataset(input_file, data_specs):
+ raw_data = []
+ with open(input_file, "r", encoding='utf-8') as f:
+ header = None
+ for l_itr, line in enumerate(f):
+ if data_specs['has_header'] and l_itr == 0:
+ header = line.strip()
+ continue
+ raw_data_point = line.strip().split('\t')
+ raw_data.append(raw_data_point)
+ return raw_data, header
+
+
+def corrupt_data(dataset, corruption_rate, data_specs):
+ def label_map(label, lbl_map):
+ if lbl_map is not None:
+ return lbl_map[label]
+ else:
+ return label
+
+ is_corrupted = []
+ corruption_prob = np.random.random_sample(len(dataset))
+ for i_itr, i in enumerate(dataset):
+ label = int(label_map(dataset[i_itr][data_specs['label']], data_specs['label_map']))
+ if corruption_prob[i_itr] <= corruption_rate:
+ if data_specs['num_labels'] == 1:
+ raise NotImplementedError()
+ elif data_specs['num_labels'] == 2:
+ rn = int(not label) # Flips a binary value
+ else:
+ rn = np.random.choice([e for e in range(data_specs['num_labels']) if e != label])
+ dataset[i_itr][data_specs['label']] = str(label_map(rn, data_specs['label_map']))
+ is_corrupted.append(True)
+ else:
+ is_corrupted.append(False)
+ return is_corrupted
+
+
+def main():
+ parser = argparse.ArgumentParser(description="...")
+
+ # Required parameters
+ parser.add_argument("--file_in", type=str, default=None, required=True, help="")
+ parser.add_argument("--file_out", type=str, default=None, required=True, help="")
+ parser.add_argument("--task", type=str, default=None, required=True, help="")
+ parser.add_argument("--corruption", type=float, default=0.0, required=True, help="")
+ parser.add_argument("--seed", type=int, default=42, help="")
+
+ args = parser.parse_args()
+
+ if args.seed is not None:
+ set_seed(args.seed)
+
+ raw_data, header = load_raw_dataset(args.file_in, DATA_SPECS[args.task])
+
+ is_corrupted = corrupt_data(raw_data, args.corruption, data_specs=DATA_SPECS[args.task])
+
+ if header is not None:
+ header += '\tCorrupted'
+ with open(args.file_out, "w") as f:
+ if header is not None:
+ f.write(header + '\n')
+ for i_itr, i in enumerate(raw_data):
+ f.write('\t'.join(i + [str(is_corrupted[i_itr])]) + '\n')
+
+
+if __name__ == "__main__":
+ main()
diff --git a/data/download_mrpc.py b/data/download_mrpc.py
new file mode 100644
index 0000000000000000000000000000000000000000..88bf3e44d0a60492a904a0eec30a19e45a33aba3
--- /dev/null
+++ b/data/download_mrpc.py
@@ -0,0 +1,59 @@
+# coding=utf-8
+#
+# Adopted from https://github.com/nyu-mll/jiant/blob/master/scripts/download_glue_data.py
+# (not accessible anymore as of 2024)
+
+import argparse
+import os
+import urllib.request
+
+MRPC_TRAIN = 'https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_train.txt'
+MRPC_DEV = 'https://firebasestorage.googleapis.com/v0/b/mtl-sentence-representations.appspot.com/o/data%2Fmrpc_dev_ids.tsv?alt=media&token=ec5c0836-31d5-48f4-b431-7480817f1adc'
+MRPC_TEST = 'https://dl.fbaipublicfiles.com/senteval/senteval_data/msr_paraphrase_test.txt'
+
+
+def format_mrpc(data_dir):
+ mrpc_train_file = os.path.join(data_dir, "msr_paraphrase_train.txt")
+ mrpc_test_file = os.path.join(data_dir, "msr_paraphrase_test.txt")
+ urllib.request.urlretrieve(MRPC_TRAIN, mrpc_train_file)
+ urllib.request.urlretrieve(MRPC_TEST, mrpc_test_file)
+ urllib.request.urlretrieve(MRPC_DEV, os.path.join(data_dir, "dev_ids.tsv"))
+
+ dev_ids = []
+ with open(os.path.join(data_dir, "dev_ids.tsv"), encoding="utf8") as ids_fh:
+ for row in ids_fh:
+ dev_ids.append(row.strip().split('\t'))
+
+ with open(mrpc_train_file, encoding="utf8") as data_fh, \
+ open(os.path.join(data_dir, "train.tsv"), 'w', encoding="utf8") as train_fh, \
+ open(os.path.join(data_dir, "dev.tsv"), 'w', encoding="utf8") as dev_fh:
+ header = data_fh.readline()
+ train_fh.write(header)
+ dev_fh.write(header)
+ for row in data_fh:
+ label, id1, id2, s1, s2 = row.strip().split('\t')
+ if [id1, id2] in dev_ids:
+ dev_fh.write("%s\t%s\t%s\t%s\t%s\n" % (label, id1, id2, s1, s2))
+ else:
+ train_fh.write("%s\t%s\t%s\t%s\t%s\n" % (label, id1, id2, s1, s2))
+
+ with open(mrpc_test_file, encoding="utf8") as data_fh, \
+ open(os.path.join(data_dir, "test.tsv"), 'w', encoding="utf8") as test_fh:
+ header = data_fh.readline()
+ test_fh.write("index\t#1 ID\t#2 ID\t#1 String\t#2 String\n")
+ for idx, row in enumerate(data_fh):
+ label, id1, id2, s1, s2 = row.strip().split('\t')
+ test_fh.write("%d\t%s\t%s\t%s\t%s\n" % (idx, id1, id2, s1, s2))
+
+
+def main():
+ parser = argparse.ArgumentParser("Download and prepare MRPC.")
+ parser.add_argument('--data_dir', type=str, default="MRPC",
+ help='directory to save data to')
+ args = parser.parse_args()
+
+ format_mrpc(args.data_dir)
+
+
+if __name__ == "__main__":
+ main()
diff --git a/data/sms/test.tsv b/data/sms/test.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..06bf06527b1dc0b0d0578da6681d0bac9a80c85e
--- /dev/null
+++ b/data/sms/test.tsv
@@ -0,0 +1,501 @@
+index sentence1 label
+0 eh u send wrongly lar... 0
+1 tmr timin still da same wat cos i got lesson until 6... 0
+2 ok but tell me half an hr b4 u come i need 2 prepare. 0
+3 oh ok no prob.. 0
+4 great. i was getting worried about you. just know that a wonderful and caring person like you will have only the best in life. know that u r wonderful and god's love is yours. 0
+5 take some small dose tablet for fever 0
+6 but pls dont play in others life. 0
+7 host-based idps for linux systems. 0
+8 so what about you. what do you remember 0
+9 if we win its really no 1 side for long time. 0
+10 babe: u want me dont u baby! im nasty and have a thing 4 filthyguys. fancy a rude time with a sexy bitch. how about we go slo n hard! txt xxx slo(4msgs) 1
+11 i cant pick the phone right now. pls send a message 0
+12 when/where do i pick you up 0
+13 k:)k:)what are detail you want to transfer?acc no enough? 0
+14 hey, iouri gave me your number, i'm wylie, ryan's friend 0
+15 wat r u doing now? 0
+16 i'm already back home so no probably not 0
+17 anything is valuable in only 2 situations: first- before getting it... second- after loosing it... 0
+18 it has everything to do with the weather. keep extra warm. its a cold but nothing serious. pls lots of vitamin c 0
+19 no problem baby. is this is a good time to talk? i called and left a message. 0
+20 haha... can... but i'm having dinner with my cousin... 0
+21 when can ?_ come out? 0
+22 swhrt how u dey,hope ur ok, tot about u 2day.love n miss.take care. 0
+23 short but cute: \be a good person 0
+24 i'm at home. please call 0
+25 ok. not sure what time tho as not sure if can get to library before class. will try. see you at some point! have good eve. 0
+26 pls pls find out from aunt nike. 0
+27 freemsg: claim ur 250 sms messages-text ok to 84025 now!use web2mobile 2 ur mates etc. join txt250.com for 1.50p/wk. t&c box139, la32wu. 16 . remove txtx or stop 1
+28 sorry that took so long, omw now 0
+29 hey loverboy! i love you !! i had to tell ... i look at your picture and ache to feel you between my legs ... fuck i want you ... i need you ... i crave you . 0
+30 sorry, i'll call later <#> mins 0
+31 ya tel, wats ur problem.. 0
+32 ok lor... sony ericsson salesman... i ask shuhui then she say quite gd 2 use so i considering... 0
+33 we have pizza if u want 0
+34 i know she called me 0
+35 yes..he is really great..bhaji told kallis best cricketer after sachin in world:).very tough to get out. 0
+36 y ?_ wan to go there? c doctor? 0
+37 i reach home safe n sound liao... 0
+38 the gas station is like a block away from my house, you'll drive right by it since armenia ends at swann and you have to take howard 0
+39 i??m cool ta luv but v.tired 2 cause i have been doin loads of planning all wk, we have got our social services inspection at the nursery! take care & spk sn x. 0
+40 i'm not smoking while people use \wylie smokes too much\" to justify ruining my shit" 0
+41 ok but knackered. just came home and went to sleep! not good at this full time work lark. 0
+42 2marrow only. wed at <#> to 2 aha. 0
+43 simply sitting and watching match in office.. 0
+44 25p 4 alfie moon's children in need song on ur mob. tell ur m8s. txt tone charity to 8007 for nokias or poly charity for polys: zed 08701417012 profit 2 charity. 1
+45 sure, if i get an acknowledgement from you that it's astoundingly tactless and generally faggy to demand a blood oath fo 0
+46 its sarcasm.. .nt scarcasim 0
+47 are u coming to the funeral home 0
+48 night sweet, sleep well! i've just been to see the exorcism of emily rose and may never sleep again! hugs and snogs! 0
+49 k i'll take care of it 0
+50 carlos'll be here in a minute if you still need to buy 0
+51 22 days to kick off! for euro2004 u will be kept up to date with the latest news and results daily. to be removed send get txt stop to 83222 1
+52 fine am simply sitting. 0
+53 hmmm.. thk sure got time to hop ard... ya, can go 4 free abt... muz call u to discuss liao... 0
+54 it's fine, imma get a drink or somethin. want me to come find you? 0
+55 do you want a new nokia 3510i colour phone deliveredtomorrow? with 300 free minutes to any mobile + 100 free texts + free camcorder reply or call 08000930705 1
+56 u 2. 0
+57 am watching house ??? very entertaining ??? am getting the whole hugh laurie thing ??? even with the stick ??? indeed especially with the stick. 0
+58 we tried to contact you re your reply to our offer of a video handset? 750 anytime networks mins? unlimited text? camcorder? reply or call 08000930705 now 1
+59 ?? collecting ur laptop then going to configure da settings izzit? 0
+60 just trying to figure out when i'm suppose to see a couple different people this week. we said we'd get together but i didn't set dates 0
+61 your daily text from me ??? a favour this time 0
+62 but am going to college pa. what to do. are else ill come there it self. pa. 0
+63 hey i booked the kb on sat already... what other lessons are we going for ah? keep your sat night free we need to meet and confirm our lodging 0
+64 network operator. the service is free. for t & c's visit 80488.biz 1
+65 i am in your office na. 0
+66 it's that time of the week again, ryan 0
+67 you will be in the place of that man 0
+68 please protect yourself from e-threats. sib never asks for sensitive information like passwords,atm/sms pin thru email. never share your password with anybody. 0
+69 lol your right. what diet? everyday i cheat anyway. i'm meant to be a fatty :( 0
+70 collect your valentine's weekend to paris inc flight & hotel + ??200 prize guaranteed! text: paris to no: 69101. www.rtf.sphosting.com 1
+71 i'm at home n ready... 0
+72 glad it went well :) come over at 11 then we'll have plenty of time before claire goes to work. 0
+73 when u wana see it then 0
+74 nope. i just forgot. will show next week 0
+75 i know you are thinkin malaria. but relax, children cant handle malaria. she would have been worse and its gastroenteritis. if she takes enough to replace her loss her temp will reduce. and if you give her malaria meds now she will just vomit. its a self limiting illness she has which means in a few days it will completely stop 0
+76 urgent! please call 09066612661 from your landline, your complimentary 4* lux costa del sol holiday or ??1000 cash await collection. ppm 150 sae t&cs james 28, eh74rr 1
+77 how much would it cost to hire a hitman 0
+78 yar... i tot u knew dis would happen long ago already. 0
+79 sorry that was my uncle. i.ll keep in touch 0
+80 had your mobile 10 mths? update to latest orange camera/video phones for free. save ??s with free texts/weekend calls. text yes for a callback orno to opt out 1
+81 thanks for understanding. i've been trying to tell sura that. 0
+82 now that you have started dont stop. just pray for more good ideas and anything i see that can help you guys i.ll forward you a link. 0
+83 welcome to uk-mobile-date this msg is free giving you free calling to 08719839835. future mgs billed at 150p daily. to cancel send \go stop\" to 89123" 1
+84 we're all getting worried over here, derek and taylor have already assumed the worst 0
+85 which is why i never wanted to tell you any of this. which is why i'm so short with you and on-edge as of late. 0
+86 some friends want me to drive em someplace, probably take a while 0
+87 \aww you must be nearly dead!well jez iscoming over todo some workand that whilltake forever!\"" 0
+88 oh. u must have taken your real valentine out shopping first. 0
+89 every king was once a crying baby and every great building was once a map.. not imprtant where u r today, but where u wil reach tomorw. gud ni8 0
+90 hi. || do u want | to join me with sts later? || meeting them at five. || call u after class. 0
+91 indians r poor but india is not a poor country. says one of the swiss bank directors. he says that \ <#> lac crore\" of indian money is deposited in swiss banks which can be used for 'taxless' budget for <#> yrs. can give <#> crore jobs to all indians. from any village to delhi 4 lane roads. forever free power suply to more than <#> social projects. every citizen can get monthly <#> /- for <#> yrs. no need of world bank & imf loan. think how our money is blocked by rich politicians. we have full rights against corrupt politicians. itna forward karo ki pura india padhe.g.m.\"" 0
+92 just finished eating. got u a plate. not leftovers this time. 0
+93 ello babe u ok? 0
+94 don't worry, * is easy once have ingredients! 0
+95 sir, waiting for your letter. 0
+96 but i'm surprised she still can guess right lor... 0
+97 you should get more chicken broth if you want ramen unless there's some i don't know about 0
+98 same. wana plan a trip sometme then 0
+99 i walked an hour 2 c u! doesn??t that show i care y wont u believe im serious? 0
+100 ur cash-balance is currently 500 pounds - to maximize ur cash-in now send go to 86688 only 150p/meg. cc: 08718720201 hg/suite342/2lands row/w1j6hl 1
+101 good afternoon my boytoy. how goes that walking here and there day ? did you get that police abstract? are you still out and about? i wake and miss you babe 0
+102 your b4u voucher w/c 27/03 is marsms. log onto www.b4utele.com for discount credit. to opt out reply stop. customer care call 08717168528 1
+103 i am waiting for your call sir. 0
+104 oops i was in the shower when u called. hey a parking garage collapsed at university hospital. see i'm not crazy. stuff like that does happen. 0
+105 we are both fine. thanks 0
+106 do u ever get a song stuck in your head for no reason and it won't go away til u listen to it like 5 times? 0
+107 thanks for yesterday sir. you have been wonderful. hope you enjoyed the burial. mojibiola 0
+108 hi dear call me its urgnt. i don't know whats your problem. you don't want to work or if you have any other problem at least tell me. wating for your reply. 0
+109 sounds better than my evening im just doing my costume. im not sure what time i finish tomorrow but i will txt you at the end. 0
+110 hack chat. get backdoor entry into 121 chat rooms at a fraction of the cost. reply neo69 or call 09050280520, to subscribe 25p pm. dps, bcm box 8027 ldn, wc1n3xx 1
+111 only just got this message, not ignoring you. yes, i was. shopping that is 0
+112 k actually can you guys meet me at the sunoco on howard? it should be right on the way 0
+113 thats cool. i liked your photos. you are very sexy! 0
+114 no, its true..k,do u knw dis no. <#> ? 0
+115 i told your number to gautham.. 0
+116 somewhere out there beneath the pale moon light someone think in of u some where out there where dreams come true... goodnite & sweet dreams 0
+117 hey next sun 1030 there's a basic yoga course... at bugis... we can go for that... pilates intro next sat.... tell me what time you r free 0
+118 aight we can pick some up, you open before tonight? 0
+119 my slave! i want you to take 2 or 3 pictures of yourself today in bright light on your cell phone! bright light! 0
+120 boy; i love u grl: hogolo boy: gold chain kodstini grl: agalla boy: necklace madstini grl: agalla boy: hogli 1 mutai eerulli kodthini! grl: i love u kano;-) 0
+121 ha ha ha good joke. girls are situation seekers. 0
+122 lovely smell on this bus and it ain't tobacco... 0
+123 someone u know has asked our dating service 2 contact you! cant guess who? call 09058097189 now all will be revealed. pobox 6, ls15hb 150p 1
+124 ma head dey swell oh. thanks for making my day 0
+125 wat uniform? in where get? 0
+126 e admin building there? i might b slightly earlier... i'll call u when i'm reaching... 0
+127 okie 0
+128 our ride equally uneventful - not too many of those pesky cyclists around at that time of night ;). 0
+129 do you want a new nokia 3510i colour phone deliveredtomorrow? with 300 free minutes to any mobile + 100 free texts + free camcorder reply or call 08000930705. 1
+130 urgent! your mobile no. was awarded ??2000 bonus caller prize on 5/9/03 this is our final try to contact u! call from landline 09064019788 box42wr29c, 150ppm 1
+131 eh u remember how 2 spell his name... yes i did. he v naughty make until i v wet. 0
+132 aight, can you text me the address? 0
+133 hope things went well at 'doctors' ;) reminds me i still need 2go.did u c d little thing i left in the lounge? 0
+134 , how's things? just a quick question. 0
+135 today is \song dedicated day..\" which song will u dedicate for me? send this to all ur valuable frnds but first rply me..." 0
+136 please call our customer service representative on freephone 0808 145 4742 between 9am-11pm as you have won a guaranteed ??1000 cash or ??5000 prize! 1
+137 what you need. you have a person to give na. 0
+138 but you were together so you should be thinkin about him 0
+139 don't make life too stressfull.. always find time to laugh.. it may not add years to your life! but surely adds more life to ur years!! gud ni8..swt dreams.. 0
+140 at home also. 0
+141 house-maid is the murderer, coz the man was murdered on <#> th january.. as public holiday all govt.instituitions are closed,including post office.. 0
+142 free for 1st week! no1 nokia tone 4 ur mobile every week just txt nokia to 8077 get txting and tell ur mates. www.getzed.co.uk pobox 36504 w45wq 16+ norm150p/tone 1
+143 mark works tomorrow. he gets out at 5. his work is by your house so he can meet u afterwards. 0
+144 ok . . now i am in bus. . if i come soon i will come otherwise tomorrow 0
+145 thanks for picking up the trash. 0
+146 so when do you wanna gym? 0
+147 win a ??1000 cash prize or a prize worth ??5000 1
+148 sometimes we put walls around our hearts,not just to be safe from getting hurt.. but to find out who cares enough to break the walls & get closer.. goodnoon:) 0
+149 y?where u at dogbreath? its just sounding like jan c that??s al!!!!!!!!! 0
+150 shall i ask one thing if you dont mistake me. 0
+151 forgot it takes me 3 years to shower, sorry. where you at/your phone dead yet? 0
+152 hey so whats the plan this sat? 0
+153 says that he's quitting at least5times a day so i wudn't take much notice of that. nah, she didn't mind. are you gonna see him again? do you want to come to taunton tonight? u can tell me all about ! 0
+154 why she wants to talk to me 0
+155 sounds great! are you home now? 0
+156 watching cartoon, listening music & at eve had to go temple & church.. what about u? 0
+157 k:)k.are you in college? 0
+158 pls help me tell ashley that i cant find her number oh 0
+159 convey my regards to him 0
+160 thanks for your ringtone order, reference number x49. your mobile will be charged 4.50. should your tone not arrive please call customer services 09065989182. from: [colour=red]text[/colour]txtstar 1
+161 ok leave no need to ask 0
+162 can do lor... 0
+163 hey r ?_ still online? i've finished the formatting... 0
+164 i don't think he has spatula hands! 0
+165 of course. i guess god's just got me on hold right now. 0
+166 oic cos me n my sis got no lunch today my dad went out... so dunno whether 2 eat in sch or wat... 0
+167 when ?_ login dat time... dad fetching ?_ home now? 0
+168 k come to nordstrom when you're done 0
+169 k.k:)i'm going to tirunelvali this week to see my uncle ..i already spend the amount by taking dress .so only i want money.i will give it on feb 1 0
+170 hey happy birthday... 0
+171 we confirm eating at esplanade? 0
+172 goodnight, sleep well da please take care pa. please. 0
+173 sms. ac blind date 4u!: rodds1 is 21/m from aberdeen, united kingdom. check him out http://img. sms. ac/w/icmb3cktz8r7!-4 no blind dates send hide 1
+174 annoying isn't it. 0
+175 i got arrested for possession at, i shit you not, <time> pm 0
+176 she's borderline but yeah whatever. 0
+177 i am in a marriage function 0
+178 how u doin baby girl ?? hope u are okay every time i call ure phone is off! i miss u get in touch 0
+179 want the latest video handset? 750 anytime any network mins? half price line rental? reply or call 08000930705 for delivery tomorrow 1
+180 i'm done... 0
+181 i might go 2 sch. yar at e salon now v boring. 0
+182 lemme know when you're here 0
+183 hope you are having a great day. 0
+184 aathi..where are you dear.. 0
+185 she said,'' do u mind if i go into the bedroom for a minute ? '' ''ok'', i sed in a sexy mood. she came out 5 minuts latr wid a cake...n my wife, 0
+186 i'm now but have to wait till 2 for the bus to pick me. 0
+187 what you thinked about me. first time you saw me in class. 0
+188 urgent! we are trying to contact you. last weekends draw shows that you have won a ??900 prize guaranteed. call 09061701851. claim code k61. valid 12hours only 1
+189 i'm freezing and craving ice. fml 0
+190 well. im computerless. time to make some oreo truffles 0
+191 alright, see you in a bit 0
+192 den only weekdays got special price... haiz... cant eat liao... cut nails oso muz wait until i finish drivin wat, lunch still muz eat wat... 0
+193 yup. thk of u oso boring wat. 0
+194 no he didn't. spring is coming early yay! 0
+195 just got up. have to be out of the room very soon. ??_. i hadn't put the clocks back til at 8 i shouted at everyone to get up and then realised it was 7. wahay. another hour in bed. 0
+196 why don't you go tell your friend you're not sure you want to live with him because he smokes too much then spend hours begging him to come smoke 0
+197 dont forget you can place as many free requests with 1stchoice.co.uk as you wish. for more information call 08707808226. 1
+198 k..k:)where are you?how did you performed? 0
+199 yun buying... but school got offer 2000 plus only... 0
+200 anything lor is she coming? 0
+201 haha but no money leh... later got to go for tuition... haha and looking for empty slots for driving lessons 0
+202 i donno its in your genes or something 0
+203 k.then any other special? 0
+204 okie ?_ wan meet at bishan? cos me at bishan now. i'm not driving today. 0
+205 ok lor then we go tog lor... 0
+206 a ??400 xmas reward is waiting for you! our computer has randomly picked you from our loyal mobile customers to receive a ??400 reward. just call 09066380611 1
+207 today is sorry day.! if ever i was angry with you, if ever i misbehaved or hurt you? plz plz just slap urself bcoz, its ur fault, i'm basically good 0
+208 i'm coming home 4 dinner. 0
+209 i will spoil you in bed as well :) 0
+210 have you not finished work yet or something? 0
+211 hi. happy new year. i dont mean to intrude but can you pls let me know how much tuition you paid last semester and how much this semester is. thanks 0
+212 dont pack what you can buy at any store.like cereals. if you must pack food, pack gari or something 9ja that you will miss. 0
+213 wow so healthy. old airport rd lor. cant thk of anything else. but i'll b bathing my dog later. 0
+214 not much, just some textin'. how bout you? 0
+215 nimbomsons. yep phone knows that one. obviously, cos thats a real word 0
+216 din i tell u jus now 420 0
+217 dont give a monkeys wot they think and i certainly don't mind. any friend of mine&all that! just don't sleep wiv , that wud be annoyin! 0
+218 you'd like that wouldn't you? jerk! 0
+219 my supervisor find 4 me one lor i thk his students. i havent ask her yet. tell u aft i ask her. 0
+220 goin to workout lor... muz lose e fats... 0
+221 wot u up 2? thout u were gonna call me!! txt bak luv k 0
+222 was gr8 to see that message. so when r u leaving? congrats dear. what school and wat r ur plans. 0
+223 i need... coz i never go before 0
+224 \er 0
+225 i got a call from a landline number. . . i am asked to come to anna nagar . . . i will go in the afternoon 0
+226 you are everywhere dirt, on the floor, the windows, even on my shirt. and sometimes when i open my mouth, you are all that comes flowing out. i dream of my world without you, then half my chores are out too. a time of joy for me, lots of tv shows i.ll see. but i guess like all things you just must exist, like rain, hail and mist, and when my time here is done, you and i become one. 0
+227 goodmorning, today i am late for <#> min. 0
+228 no de.am seeing in online shop so that i asked. 0
+229 pick you up bout 7.30ish? what time are and that going? 0
+230 i'm not coming home 4 dinner. 0
+231 i will reach ur home in <#> minutes 0
+232 but i'm really really broke oh. no amount is too small even <#> 0
+233 huh so early.. then ?_ having dinner outside izzit? 0
+234 dont put your phone on silent mode ok 0
+235 beerage? 0
+236 i prefer my free days... tues, wed, fri oso can... ?? ask those workin lor... 0
+237 hi where you. you in home or calicut? 0
+238 also maaaan are you missing out 0
+239 am in gobi arts college 0
+240 whens your radio show? 0
+241 and of course you should make a stink! 0
+242 today is accept day..u accept me as? brother sister lover dear1 best1 clos1 lvblefrnd jstfrnd cutefrnd lifpartnr belovd swtheart bstfrnd no rply means enemy 0
+243 final chance! claim ur ??150 worth of discount vouchers today! text yes to 85023 now! savamob, member offers mobile! t cs savamob pobox84, m263uz. ??3.00 subs 16 1
+244 height of confidence: all the aeronautics professors wer calld & they wer askd 2 sit in an aeroplane. aftr they sat they wer told dat the plane ws made by their students. dey all hurried out of d plane.. bt only 1 didnt move... he said:\if it is made by my students 0
+245 fuck babe, i miss you sooooo much !! i wish you were here to sleep with me ... my bed is so lonely ... i go now, to sleep ... to dream of you, my love ... 0
+246 ok no prob... 0
+247 wiskey brandy rum gin beer vodka scotch shampain wine \kudi\"yarasu dhina vaazhthukkal. .." 0
+248 its not that time of the month nor mid of the time? 0
+249 i'm leaving my house now. 0
+250 prepare to be pleasured :) 0
+251 what today-sunday..sunday is holiday..so no work.. 0
+252 yup ok... 0
+253 u call me alter at 11 ok. 0
+254 hey i'm bored... so i'm thinking of u... so wat r u doing? 0
+255 probably earlier than that if the station's where i think it is 0
+256 even my brother is not like to speak with me. they treat me like aids patent. 0
+257 how's ur paper? 0
+258 haha awesome, i've been to 4u a couple times. who all's coming? 0
+259 love isn't a decision, it's a feeling. if we could decide who to love, then, life would be much simpler, but then less magical 0
+260 great. never been better. each day gives even more reasons to thank god 0
+261 i have to take exam with in march 3 0
+262 \are you comingdown later?\"" 0
+263 this pen thing is beyond a joke. wont a biro do? don't do a masters as can't do this ever again! 0
+264 you available now? i'm like right around hillsborough & <#> th 0
+265 i'll get there at 3, unless you guys want me to come some time sooner 0
+266 do you want bold 2 or bb torch 0
+267 text banneduk to 89555 to see! cost 150p textoperator g696ga 18+ xxx 1
+268 private! your 2003 account statement for shows 800 un-redeemed s. i. m. points. call 08719899230 identifier code: 41685 expires 07/11/04 1
+269 i wil be there with in <#> minutes. got any space 0
+270 captain is in our room:) 0
+271 dear hero,i am leaving to qatar tonite for an apt opportunity.pls do keep in touch at <email> ,kerala 0
+272 pete,is this your phone still? its jenny from college and leanne.what are you up to now?:) 0
+273 hi babe u r most likely to be in bed but im so sorry about tonight! i really wanna see u tomorrow so call me at 9. love me xxx 0
+274 that's good, because i need drugs 0
+275 you sure your neighbors didnt pick it up 0
+276 i am back. bit long cos of accident on a30. had to divert via wadebridge.i had a brilliant weekend thanks. speak soon. lots of love 0
+277 dunno cos i was v late n when i reach they inside already... but we ate spageddies lor... it's e gals who r laughing at me lor... 0
+278 i will reach before ten morning 0
+279 no need lar i go engin? cos my sis at arts today... 0
+280 haha... sounds crazy, dunno can tahan anot... 0
+281 what is your record for one night? :) 0
+282 freemsg: fancy a flirt? reply date now & join the uks fastest growing mobile dating service. msgs rcvd just 25p to optout txt stop to 83021. reply date now! 1
+283 \hey sorry i didntgive ya a a bellearlier hunny 0
+284 u in town alone? 0
+285 that sucks. i'll go over so u can do my hair. you'll do it free right? 0
+286 unfortunately i've just found out that we have to pick my sister up from the airport that evening so don't think i'll be going out at all. we should try to go out one of th 0
+287 boo i'm on my way to my moms. she's making tortilla soup. yummmm 0
+288 when did i use soc... i use it only at home... ?? dunno how 2 type it in word ar... 0
+289 sorry, i'll call later 0
+290 of cos can lar i'm not so ba dao ok... 1 pm lor... y u never ask where we go ah... i said u would ask on fri but he said u will ask today... 0
+291 oh is it? send me the address 0
+292 pls dont forget to study 0
+293 no we put party 7 days a week and study lightly, i think we need to draw in some custom checkboxes so they know we're hardcore 0
+294 oh k.k..where did you take test? 0
+295 i pocked you up there before 0
+296 u don't know how stubborn i am. i didn't even want to go to the hospital. i kept telling mark i'm not a weak sucker. hospitals are for weak suckers. 0
+297 free entry in 2 a wkly comp to win fa cup final tkts 21st may 2005. text fa to 87121 to receive entry question(std txt rate)t&c's apply 08452810075over18's 1
+298 got it. seventeen pounds for seven hundred ml ??? hope ok. 0
+299 chk in ur belovd ms dict 0
+300 a boy was late 2 home. his father: \power of frndship\"" 0
+301 as usual..iam fine, happy & doing well..:) 0
+302 k..i deleted my contact that why? 0
+303 me fine..absolutly fine 0
+304 unlimited texts. limited minutes. 0
+305 i wish that i was with you. holding you tightly. making you see how important you are. how much you mean to me ... how much i need you ... in my life ... 0
+306 carlos says he'll be at mu in <#> minutes 0
+307 sad story of a man - last week was my b'day. my wife did'nt wish me. my parents forgot n so did my kids . i went to work. even my colleagues did not wish. 0
+308 for your chance to win a free bluetooth headset then simply reply back with \adp\"" 1
+309 dont make ne plans for nxt wknd coz she wants us to come down then ok 0
+310 i'm really not up to it still tonight babe 0
+311 so u wan 2 come for our dinner tonight a not? 0
+312 would you like to see my xxx pics they are so hot they were nearly banned in the uk! 1
+313 honey boo i'm missing u. 0
+314 i know a few people i can hit up and fuck to the yes 0
+315 better. made up for friday and stuffed myself like a pig yesterday. now i feel bleh. but at least its not writhing pain kind of bleh. 0
+316 i'm not sure if its still available though 0
+317 good. no swimsuit allowed :) 0
+318 no no:)this is kallis home ground.amla home town is durban:) 0
+319 am going to take bath ill place the key in window:-) 0
+320 what happened to our yo date? 0
+321 will you come online today night 0
+322 k give me a sec, breaking a <#> at cstore 0
+323 i'm good. have you registered to vote? 0
+324 u have a secret admirer who is looking 2 make contact with u-find out who they r*reveal who thinks ur so special-call on 09065171142-stopsms-08 1
+325 all done? all handed in? celebrations in full swing yet? 0
+326 did u got that persons story 0
+327 7 wonders in my world 7th you 6th ur style 5th ur smile 4th ur personality 3rd ur nature 2nd ur sms and 1st \ur lovely friendship\"... good morning dear" 0
+328 sorry, i'll call later 0
+329 please call 08712402779 immediately as there is an urgent message waiting for you 1
+330 olol i printed out a forum post by a guy with the exact same prob which was fixed with a gpu replacement. hopefully they dont ignore that. 0
+331 now, whats your house # again ? and do you have any beer there ? 0
+332 i am on the way to ur home 0
+333 but really quite funny lor wat... then u shd haf run shorter distance wat... 0
+334 wishing you a beautiful day. each moment revealing even more things to keep you smiling. do enjoy it. 0
+335 its a valentine game. . . send dis msg to all ur friends. .. if 5 answers r d same then someone really loves u. ques- which colour suits me the best?rply me 0
+336 customer place i will call you. 0
+337 where are you lover ? i need you ... 0
+338 ummmmmaah many many happy returns of d day my dear sweet heart.. happy birthday dear 0
+339 aight do you still want to get money 0
+340 i have many dependents 0
+341 all e best 4 ur exam later. 0
+342 well, i was about to give up cos they all said no they didn???t do one nighters. i persevered and found one but it is very cheap so i apologise in advance. it is just somewhere to sleep isnt it? 0
+343 +123 congratulations - in this week's competition draw u have won the ??1450 prize to claim just call 09050002311 b4280703. t&cs/stop sms 08718727868. over 18 only 150ppm 1
+344 u still going to the mall? 0
+345 fffff. can you text kadeem or are you too far gone 0
+346 i feel like a dick because i keep sleeping through your texts and facebook messages. sup, you in town? 0
+347 i'm awake oh. what's up. 0
+348 so do you have samus shoulders yet 0
+349 no wonder... cos i dun rem seeing a silver car... but i thk i saw a black one... 0
+350 err... cud do. i'm going to at 8pm. i haven't got a way to contact him until then. 0
+351 well. you know what i mean. texting 0
+352 omg it could snow here tonite! 0
+353 u can call me now... 0
+354 uncle g, just checking up on you. do have a rewarding month 0
+355 urgent this is our 2nd attempt to contact u. your ??900 prize from yesterday is still awaiting collection. to claim call now 09061702893 1
+356 hi if ur lookin 4 saucy daytime fun wiv busty married woman am free all next week chat now 2 sort time 09099726429 janinexx calls??1/minmobsmorelkpobox177hp51fl 1
+357 i ask if u meeting da ge tmr nite... 0
+358 i felt so...not any conveying reason.. ese he... what about me? 0
+359 home so we can always chat 0
+360 everybody had fun this evening. miss you. 0
+361 u have won a nokia 6230 plus a free digital camera. this is what u get when u win our free auction. to take part send nokia to 83383 now. pobox114/14tcr/w1 16 1
+362 that day you asked about anand number. why:-) 0
+363 i'm not coming over, do whatever you want 0
+364 ffffffffff. alright no way i can meet up with you sooner? 0
+365 yes baby! we can study all the positions of the kama sutra ;) 0
+366 tmrw. im finishing 9 doors 0
+367 i don't know u and u don't know me. send chat to 86688 now and let's find each other! only 150p/msg rcvd. hg/suite342/2lands/row/w1j6hl ldn. 18 years or over. 1
+368 urgent! your mobile no 07xxxxxxxxx won a ??2,000 bonus caller prize on 02/06/03! this is the 2nd attempt to reach you! call 09066362231 asap! box97n7qp, 150ppm 1
+369 hello hun how ru? its here by the way. im good. been on 2 dates with that guy i met in walkabout so far. we have to meet up soon. hows everyone else? 0
+370 says the <#> year old with a man and money. i'm down to my last <#> . still waiting for that check. 0
+371 yes obviously, but you are the eggs-pert and the potato head??_ speak soon! 0
+372 for ur chance to win ??250 cash every wk txt: play to 83370. t's&c's www.music-trivia.net custcare 08715705022, 1x150p/wk. 1
+373 free entry to the gr8prizes wkly comp 4 a chance to win the latest nokia 8800, psp or ??250 cash every wk.txt great to 80878 http//www.gr8prizes.com 08715705022 1
+374 rose for red,red for blood,blood for heart,heart for u. but u for me.... send tis to all ur friends.. including me.. if u like me.. if u get back, 1-u r poor in relation! 2-u need some 1 to support 3-u r frnd 2 many 4-some1 luvs u 5+- some1 is praying god to marry u.:-) try it.... 0
+375 hey mr whats the name of that bill brison book the one about language and words 0
+376 ya srsly better than yi tho 0
+377 ok which your another number 0
+378 uncle abbey! happy new year. abiola 0
+379 i am in tirupur da, once you started from office call me. 0
+380 hey! congrats 2u2. id luv 2 but ive had 2 go home! 0
+381 win a year supply of cds 4 a store of ur choice worth ??500 & enter our ??100 weekly draw txt music to 87066 ts&cs www.ldew.com.subs16+1win150ppmx3 1
+382 i just saw ron burgundy captaining a party boat so yeah 0
+383 where is that one day training:-) 0
+384 for sale - arsenal dartboard. good condition but no doubles or trebles! 1
+385 hey do you want anything to buy:) 0
+386 oh, yes, i've just been a little under the weather so i've kind of been coccooning at home 0
+387 hi babe its jordan, how r u? im home from abroad and lonely, text me back if u wanna chat xxsp visionsms.com text stop to stopcost 150p 08712400603 1
+388 private! your 2003 account statement for shows 800 un-redeemed s.i.m. points. call 08718738001 identifier code: 49557 expires 26/11/04 1
+389 u haven??t lost me ill always b here 4u.i didn??t intend 2 hurt u but i never knew how u felt about me when iwas+marine&that??s what itried2tell urmom.i careabout u 0
+390 january male sale! hot gay chat now cheaper, call 08709222922. national rate from 1.5p/min cheap to 7.8p/min peak! to stop texts call 08712460324 (10p/min) 1
+391 customer service announcement. we recently tried to make a delivery to you but were unable to do so, please call 07099833605 to re-schedule. ref:9280114 1
+392 good morning princess! have a great day! 0
+393 cool. so how come you havent been wined and dined before? 0
+394 got what it takes 2 take part in the wrc rally in oz? u can with lucozade energy! text rally le to 61200 (25p), see packs or lucozade.co.uk/wrc & itcould be u! 1
+395 bognor it is! should be splendid at this time of year. 0
+396 yar lor... keep raining non stop... or u wan 2 go elsewhere? 0
+397 ok anyway no need to change with what you said 0
+398 call from 08702490080 - tells u 2 call 09066358152 to claim ??5000 prize. u have 2 enter all ur mobile & personal details @ the prompts. careful! 1
+399 do you want 750 anytime any network mins 150 text and a new video phone for only five pounds per week call 08002888812 or reply for delivery tomorrow 1
+400 8007 free for 1st week! no1 nokia tone 4 ur mob every week just txt nokia to 8007 get txting and tell ur mates www.getzed.co.uk pobox 36504 w4 5wq norm 150p/tone 16+ 1
+401 dai i downloaded but there is only exe file which i can only run that exe after installing. 0
+402 yes :)it completely in out of form:)clark also utter waste. 0
+403 oh and by the way you do have more food in your fridge! want to go out for a meal tonight? 0
+404 am slow in using biola's fne 0
+405 night night, see you tomorrow 0
+406 they r giving a second chance to rahul dengra. 0
+407 yes i thought so. thanks. 0
+408 ok then i will come to ur home after half an hour 0
+409 storming msg: wen u lift d phne, u say \hello\" do u knw wt is d real meaning of hello?? . . . it's d name of a girl..! . . . yes.. and u knw who is dat girl?? \"margaret hello\" she is d girlfrnd f grahmbell who invnted telphone... . . . . moral:one can 4get d name of a person 0
+410 hello from orange. for 1 month's free access to games, news and sport, plus 10 free texts and 20 photo messages, reply yes. terms apply: www.orange.co.uk/ow 1
+411 but that's on ebay it might be less elsewhere. 0
+412 k... must book a not huh? so going for yoga basic on sunday? 0
+413 sorry,in meeting i'll call later 0
+414 im good! i have been thinking about you... 0
+415 actually, my mobile is full of msg. and i m doing a work online, where i need to send them <#> sent msg i wil explain u later. 0
+416 i will take care of financial problem.i will help:) 0
+417 aiyo... u always c our ex one... i dunno abt mei, she haven reply... first time u reply so fast... y so lucky not workin huh, got bao by ur sugardad ah...gee.. 0
+418 buy space invaders 4 a chance 2 win orig arcade game console. press 0 for games arcade (std wap charge) see o2.co.uk/games 4 terms + settings. no purchase 1
+419 hey tmr meet at bugis 930 ? 0
+420 i'm at home. please call 0
+421 sorry. || mail? || 0
+422 can meh? thgt some will clash... really ah, i dun mind... i dun seen to have lost any weight... gee... 0
+423 todays voda numbers ending 7548 are selected to receive a $350 award. if you have a match please call 08712300220 quoting claim code 4041 standard rates app 1
+424 o ic lol. should play 9 doors sometime yo 0
+425 ur cash-balance is currently 500 pounds - to maximize ur cash-in now send collect to 83600 only 150p/msg. cc: 08718720201 po box 114/14 tcr/w1 1
+426 we have to pick rayan macleran there. 0
+427 keep my payasam there if rinu brings 0
+428 ok thanx... 0
+429 excellent, i'll see what riley's plans are 0
+430 nite nite pocay wocay luv u more than n e thing 4eva i promise ring u 2morrowxxxx 0
+431 sorry, i'll call later 0
+432 i want to sent <#> mesages today. thats y. sorry if i hurts 0
+433 so you think i should actually talk to him? not call his boss in the morning? i went to this place last year and he told me where i could go and get my car fixed cheaper. he kept telling me today how much he hoped i would come back in, how he always regretted not getting my number, etc. 0
+434 do you want a new nokia 3510i colour phone delivered tomorrow? with 200 free minutes to any mobile + 100 free text + free camcorder reply or call 08000930705 1
+435 cold. dont be sad dear 0
+436 excellent! wish we were together right now! 0
+437 not course. only maths one day one chapter with in one month we can finish. 0
+438 yeah, in fact he just asked if we needed anything like an hour ago. when and how much? 0
+439 theoretically yeah, he could be able to come 0
+440 hi:)did you asked to waheeda fathima about leave? 0
+441 i will once i get home 0
+442 wow. you're right! i didn't mean to do that. i guess once i gave up on boston men and changed my search location to nyc, something changed. cuz on my signin page it still says boston. 0
+443 you've won tkts to the euro2004 cup final or ??800 cash, to collect call 09058099801 b4190604, pobox 7876150ppm 1
+444 mila, age23, blonde, new in uk. i look sex with uk guys. if u like fun with me. text mtalk to 69866.18 . 30pp/txt 1st 5free. ??1.50 increments. help08718728876 1
+445 \hi darlin i cantdo anythingtomorrow as myparents aretaking me outfor a meal. when are u free? katexxx\"" 0
+446 it only does simple arithmetic not percentages. 0
+447 yeah i am, so i'll leave maybe 7ish? 0
+448 as in different styles? 0
+449 i need an 8th but i'm off campus atm, could i pick up in an hour or two? 0
+450 either way works for me. i am <#> years old. hope that doesnt bother you. 0
+451 yes, princess. are you going to make me moan? 0
+452 so what did the bank say about the money? 0
+453 congrats! 2 mobile 3g videophones r yours. call 09061744553 now! videochat wid ur mates, play java games, dload polyh music, noline rentl. bx420. ip4. 5we. 150pm 1
+454 lol .. *grins* .. i'm not babe, but thanks for thinking of me! 0
+455 nah, i'm a perpetual dd 0
+456 jus finish bathing... 0
+457 i don't know, same thing that's wrong everyso often, he panicks starts goin on bout not bein good enough ??_ 0
+458 england v macedonia - dont miss the goals/team news. txt ur national team to 87077 eg england to 87077 try:wales, scotland 4txt/??1.20 poboxox36504w45wq 16+ 1
+459 santa calling! would your little ones like a call from santa xmas eve? call 09058094583 to book your time. 1
+460 sir, hope your day is going smoothly. i really hoped i wont have to bother you about this. i have some bills that i can't settle this month. i am out of all extra cash. i know this is a challenging time for you also but i have to let you know. 0
+461 i always chat with you. in fact i need money can you raise me? 0
+462 sorry, i'll call later 0
+463 sad story of a man - last week was my b'day. my wife did'nt wish me. my parents forgot n so did my kids . i went to work. even my colleagues did not wish. 0
+464 going thru a very different feeling.wavering decisions and coping up with the same is the same individual.time will heal everything i believe. 0
+465 haha figures, well i found the piece and priscilla's bowl 0
+466 aiya we discuss later lar... pick ?_ up at 4 is it? 0
+467 pleassssssseeeeee tel me v avent done sportsx 0
+468 please call 08712402972 immediately as there is an urgent message waiting for you 1
+469 today's offer! claim ur ??150 worth of discount vouchers! text yes to 85023 now! savamob, member offers mobile! t cs 08717898035. ??3.00 sub. 16 . unsub reply x 1
+470 so many people seems to be special at first sight, but only very few will remain special to you till your last sight.. maintain them till life ends.. take cr da 0
+471 i have had two more letters from . i will copy them for you cos one has a message for you. speak soon 0
+472 i wont. so wat's wit the guys 0
+473 rock yr chik. get 100's of filthy films &xxx pics on yr phone now. rply filth to 69669. saristar ltd, e14 9yt 08701752560. 450p per 5 days. stop2 cancel 1
+474 3. you have received your mobile content. enjoy 1
+475 hope you are having a good week. just checking in 0
+476 \cheers for callin babe.sozi culdnt talkbut i wannatell u details later wenwecan chat properly x\"" 0
+477 it's ok i wun b angry. msg u aft i come home tonight. 0
+478 how? izzit still raining? 0
+479 yo yo yo byatch whassup? 0
+480 aiyo u so poor thing... then u dun wan 2 eat? u bathe already? 0
+481 \hey babe! far 2 spun-out 2 spk at da mo... dead 2 da wrld. been sleeping on da sofa all day tx 4 fonin hon call 2mwen im bk frmcloud 9! j x\"" 0
+482 anyway i'm going shopping on my own now. cos my sis not done yet. dun disturb u liao. 0
+483 tell her i said eat shit. 0
+484 miles and smiles r made frm same letters but do u know d difference..? smile on ur face keeps me happy even though i am miles away from u.. :-)keep smiling.. good nyt 0
+485 i jokin oni lar.. ?? busy then i wun disturb ?_. 0
+486 they are just making it easy to pay back. i have <#> yrs to say but i can pay back earlier. you get? 0
+487 cool. do you like swimming? i have a pool and jacuzzi at my house. 0
+488 my superior telling that friday is leave for all other department except ours:)so it will be leave for you:)any way call waheed fathima hr and conform it:) 0
+489 what you did in leave. 0
+490 you lifted my hopes with the offer of money. i am in need. especially when the end of the month approaches and it hurts my studying. anyways have a gr8 weekend 0
+491 yup. anything lor, if u dun wan it's ok... 0
+492 (i should add that i don't really care and if you can't i can at least get this dude to fuck off but hey, your money if you want it) 0
+493 4 tacos + 1 rajas burrito, right? 0
+494 no calls..messages..missed calls 0
+495 wat's da model num of ur phone? 0
+496 is ur changes 2 da report big? cos i've already made changes 2 da previous report. 0
+497 ok ok take care. i can understand. 0
+498 sorry, i'll call later 0
+499 you could have seen me..i did't recognise you face.:) 0
diff --git a/data/sms/tfidf_feats/test_feats.pickle.gz b/data/sms/tfidf_feats/test_feats.pickle.gz
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diff --git a/data/sms/tfidf_feats/train_feats.pickle.gz b/data/sms/tfidf_feats/train_feats.pickle.gz
new file mode 100644
index 0000000000000000000000000000000000000000..685e308086578a966ebf93ce1a233fda0debd3b7
Binary files /dev/null and b/data/sms/tfidf_feats/train_feats.pickle.gz differ
diff --git a/data/sms/tfidf_feats/valid_feats.pickle.gz b/data/sms/tfidf_feats/valid_feats.pickle.gz
new file mode 100644
index 0000000000000000000000000000000000000000..ffe401cea9be44b90d1ca27db3791fbe6a4a53cd
Binary files /dev/null and b/data/sms/tfidf_feats/valid_feats.pickle.gz differ
diff --git a/data/sms/train.tsv b/data/sms/train.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..68a9eef0eccc8c42ff14303632414f681c281e55
--- /dev/null
+++ b/data/sms/train.tsv
@@ -0,0 +1,4503 @@
+index sentence1 label
+0 oh ho. is this the first time u use these type of words 0
+1 christmas is an occasion that is celebrated as a reflection of ur... values..., desires..., affections...& traditions.... have an ideal christmas... 0
+2 da my birthdate in certificate is in april but real date is today. but dont publish it. i shall give you a special treat if you keep the secret. any way thanks for the wishes 0
+3 thk shld b can... ya, i wana go 4 lessons... haha, can go for one whole stretch... 0
+4 watching tv lor. nice one then i like lor. 0
+5 would really appreciate if you call me. just need someone to talk to. 0
+6 ur cash-balance is currently 500 pounds - to maximize ur cash-in now send go to 86688 only 150p/msg. cc 08718720201 hg/suite342/2lands row/w1j6hl 1
+7 the search 4 happiness is 1 of d main sources of unhappiness! accept life the way it comes! u will find happiness in every moment u live. 0
+8 never try alone to take the weight of a tear that comes out of ur heart and falls through ur eyes... always remember a stupid friend is here to share... bslvyl 0
+9 reverse is cheating. that is not mathematics. 0
+10 just hopeing that wasn???t too pissed up to remember and has gone off to his sisters or something! 0
+11 ugh i don't wanna get out of bed. it's so warm. 0
+12 ... are you in the pub? 0
+13 how much is blackberry bold2 in nigeria. 0
+14 sorry, i'll call later in meeting any thing related to trade please call arul. <#> 0
+15 i am great! how are you? 0
+16 so when do you wanna gym harri 0
+17 try to do something dear. you read something for exams 0
+18 dear how is chechi. did you talk to her 0
+19 ok lor ?_ reaching then message me. 0
+20 call me when u're done... 0
+21 what should i eat fo lunch senor 0
+22 tiwary to rcb.battle between bang and kochi. 0
+23 hmm... dunno leh, mayb a bag 4 goigng out dat is not too small. or jus anything except perfume, smth dat i can keep. 0
+24 wn u r hurt by d prsn who s close 2 u, do fight wit dem. coz somtimes dis fight saves a relation bt being quiet leaves nothin in a relation.. gud eveb-) 0
+25 oh thanks a lot..i already bought 2 eggs .. 0
+26 pdate_now - double mins and 1000 txts on orange tariffs. latest motorola, sonyericsson & nokia & bluetooth free! call mobileupd8 on 08000839402 or call2optout/!yhl 1
+27 guess what! somebody you know secretly fancies you! wanna find out who it is? give us a call on 09065394973 from landline datebox1282essexcm61xn 150p/min 18 1
+28 oh you got many responsibilities. 0
+29 ok.. ?? finishing soon? 0
+30 i'm sorry. i've joined the league of people that dont keep in touch. you mean a great deal to me. you have been a friend at all times even at great personal cost. do have a great week.| 0
+31 its ok chikku, and its my 1 of favourite song..:-) 0
+32 i don't know u and u don't know me. send chat to 86688 now and let's find each other! only 150p/msg rcvd. hg/suite342/2lands/row/w1j6hl ldn. 18 years or over. 1
+33 sorry, i'll call later 0
+34 you are right though. i can't give you the space you want and need. this is really starting to become an issue. i was going to suggest setting a definite move out--if i'm still there-- after greece. but maybe you are ready and should do it now. 0
+35 we have all rounder:)so not required:) 0
+36 urgh, coach hot, smells of chip fat! thanks again, especially for the duvet (not a predictive text word). 0
+37 chile, please! it's only a <decimal> hour drive for me. i come down all the time and will be subletting feb-april for audition season. 0
+38 yeah. i got a list with only u and joanna if i'm feeling really anti social 0
+39 haha... yup hopefully we will lose a few kg by mon. after hip hop can go orchard and weigh again 0
+40 say thanks2. 0
+41 no. it's not pride. i'm almost <#> years old and shouldn't be takin money from my kid. you're not supposed to have to deal with this stuff. this is grownup stuff--why i don't tell you. 0
+42 fighting with the world is easy, u either win or lose bt fightng with some1 who is close to u is dificult if u lose - u lose if u win - u still lose. 0
+43 just sing hu. i think its also important to find someone female that know the place well preferably a citizen that is also smart to help you navigate through. even things like choosing a phone plan require guidance. when in doubt ask especially girls. 0
+44 todays vodafone numbers ending with 4882 are selected to a receive a ??350 award. if your number matches call 09064019014 to receive your ??350 award. 1
+45 dunno, my dad said he coming home 2 bring us out 4 lunch. yup i go w u lor. i call u when i reach school lor... 0
+46 u 447801259231 have a secret admirer who is looking 2 make contact with u-find out who they r*reveal who thinks ur so special-call on 09058094597 1
+47 still at west coast... haiz... ??'ll take forever to come back... 0
+48 ok then i come n pick u at engin? 0
+49 on a tuesday night r u 4 real 0
+50 dear where you. call me 0
+51 hi my darlin im on my way to london and we have just been smashed into by another driver! and have a big dent! im really missing u what have u been up to? xxx 0
+52 yup. wun believe wat? u really neva c e msg i sent shuhui? 0
+53 i know dat feelin had it with pete! wuld get with em , nuther place nuther time mayb? 0
+54 sorry, i'll call later 0
+55 if you still havent collected the dough pls let me know so i can go to the place i sent it to get the control number 0
+56 might ax well im there. 0
+57 that's the trouble with classes that go well - you're due a dodgey one ??_ expecting mine tomo! see you for recovery, same time, same place 0
+58 we walked from my moms. right on stagwood pass right on winterstone left on victors hill. address is <#> 0
+59 isn't frnd a necesity in life? imagine urself witout a frnd.. hw'd u feel at ur colleg? wat'll u do wth ur cell? wat abt functions? thnk abt events espe'll cared, missed & irritated u? 4wrd it to all those dear-loving frnds wthout whom u cant live.. i jst did it.. takecare..:) goodmorning 0
+60 natalja (25/f) is inviting you to be her friend. reply yes-440 or no-440 see her: www.sms.ac/u/nat27081980 stop? send stop frnd to 62468 1
+61 didn't try, g and i decided not to head out 0
+62 lol no. just trying to make your day a little more interesting 0
+63 but i haf enuff space got like 4 mb... 0
+64 that depends. how would you like to be treated? :) 0
+65 see the forwarding message for proof 0
+66 nah it's straight, if you can just bring bud or drinks or something that's actually a little more useful than straight cash 0
+67 er yeah, i will b there at 15:26, sorry! just tell me which pub/cafe to sit in and come wen u can 0
+68 guess he wants alone time. we could just show up and watch when they do.. 0
+69 no:-)i got rumour that you going to buy apartment in chennai:-) 0
+70 no. she's currently in scotland for that. 0
+71 i hope you know i'm still mad at you. 0
+72 if you can make it any time tonight or whenever you can it's cool, just text me whenever you're around 0
+73 haf u eaten? wat time u wan me 2 come? 0
+74 we are okay. going to sleep now. later 0
+75 we tried to contact you re your reply to our offer of a video phone 750 anytime any network mins half price line rental camcorder reply or call 08000930705 1
+76 i know you are thinkin malaria. but relax, children cant handle malaria. she would have been worse and its gastroenteritis. if she takes enough to replace her loss her temp will reduce. and if you give her malaria meds now she will just vomit. its a self limiting illness she has which means in a few days it will completely stop 0
+77 hi neva worry bout da truth coz the truth will lead me 2 ur heart. it??s the least a unique person like u deserve. sleep tight or morning 0
+78 i only haf msn. it's yijue@hotmail.com 0
+79 it is a good thing i'm now getting the connection to bw 0
+80 tee hee. off to lecture, cheery bye bye. 0
+81 tomorrow i am not going to theatre. . . so i can come wherever u call me. . . tell me where and when to come tomorrow 0
+82 how's it feel? mr. your not my real valentine just my yo valentine even tho u hardly play!! 0
+83 not from this campus. are you in the library? 0
+84 ....photoshop makes my computer shut down. 0
+85 can you do online transaction? 0
+86 k.:)do it at evening da:)urgent:) 0
+87 nope. meanwhile she talk say make i greet you. 0
+88 or ill be a little closer like at the bus stop on the same street 0
+89 ok. not much to do here though. h&m friday, cant wait. dunno wot the hell im gonna do for another 3 weeks! become a slob- oh wait, already done that! 0
+90 you are always putting your business out there. you put pictures of your ass on facebook. you are one of the most open people i've ever met. why would i think a picture of your room would hurt you, make you feel violated. 0
+91 kinda. first one gets in at twelve! aah. speak tomo 0
+92 hi elaine, is today's meeting confirmed? 0
+93 call me. i m unable to cal. lets meet bhaskar, and deep 0
+94 no no. i will check all rooms befor activities 0
+95 \i;m reaching in another 2 stops.\"" 0
+96 anyway holla at me whenever you're around because i need an excuse to go creep on people in sarasota 0
+97 do you know when dad will be back? 0
+98 hi, the sexychat girls are waiting for you to text them. text now for a great night chatting. send stop to stop this service 1
+99 check wid corect speling i.e. sarcasm 0
+100 wot about on wed nite i am 3 then but only til 9! 0
+101 how are you. wish you a great semester 0
+102 i want kfc its tuesday. only buy 2 meals only 2. no gravy. only 2 mark. 2! 0
+103 should i have picked up a receipt or something earlier 0
+104 ok... help me ask if she's working tmr a not? 0
+105 sunshine quiz wkly q! win a top sony dvd player if u know which country the algarve is in? txt ansr to 82277. ??1.50 sp:tyrone 1
+106 do we have any spare power supplies 0
+107 say this slowly.? god,i love you & i need you,clean my heart with your blood.send this to ten special people & u c miracle tomorrow, do it,pls,pls do it... 0
+108 misplaced your number and was sending texts to your old number. wondering why i've not heard from you this year. all the best in your mcat. got this number from my atlanta friends 0
+109 neft transaction with reference number <#> for rs. <decimal> has been credited to the beneficiary account on <#> at <time> : <#> 0
+110 today is accept day..u accept me as? brother sister lover dear1 best1 clos1 lvblefrnd jstfrnd cutefrnd lifpartnr belovd swtheart bstfrnd no rply means enemy 0
+111 dear, take care. i am just reaching home.love u a lot. 0
+112 ps u no ur a grown up now right? 0
+113 sent me de webadres for geting salary slip 0
+114 all day working day:)except saturday and sunday.. 0
+115 happy new year to u too! 0
+116 hey ! i want you ! i crave you ! i miss you ! i need you ! i love you, ahmad saeed al hallaq ... 0
+117 dear subscriber ur draw 4 ??100 gift voucher will b entered on receipt of a correct ans. when was elvis presleys birthday? txt answer to 80062 1
+118 not yet chikku..going to room nw, i'm in bus.. 0
+119 how much r ?_ willing to pay? 0
+120 or remind me in a few hrs. 0
+121 call me when you get the chance plz <3 0
+122 ok then no need to tell me anything i am going to sleep good night 0
+123 sure! i am driving but will reach my destination soon. 0
+124 ok lor... 0
+125 is that what time you want me to come? 0
+126 i uploaded mine to facebook 0
+127 aiyar u so poor thing... i give u my support k... jia you! i'll think of u... 0
+128 sitting ard nothing to do lor. u leh busy w work? 0
+129 ur cash-balance is currently 500 pounds - to maximize ur cash-in now send cash to 86688 only 150p/msg. cc: 08718720201 po box 114/14 tcr/w1 1
+130 i was slept that time.you there? 0
+131 ok give me 5 minutes i think i see her. btw you're my alibi. you were cutting my hair the whole time. 0
+132 no da. . vijay going to talk in jaya tv 0
+133 tell where you reached 0
+134 why you dint come with us. 0
+135 up to ?_... ?? wan come then come lor... but i din c any stripes skirt... 0
+136 urgent! your mobile was awarded a ??1,500 bonus caller prize on 27/6/03. our final attempt 2 contact u! call 08714714011 1
+137 how's my loverboy doing ? what does he do that keeps him from coming to his queen, hmmm ? doesn't he ache to speak to me ? miss me desparately ? 0
+138 just sent it. so what type of food do you like? 0
+139 not a lot has happened here. feels very quiet. beth is at her aunts and charlie is working lots. just me and helen in at the mo. how have you been? 0
+140 and smile for me right now as you go and the world will wonder what you are smiling about and think your crazy and keep away from you ... *grins* 0
+141 oh:)as usual vijay film or its different? 0
+142 i'm home. ard wat time will u reach? 0
+143 how about getting in touch with folks waiting for company? just txt back your name and age to opt in! enjoy the community (150p/sms) 1
+144 come round, it's . 0
+145 i borrow ur bag ok. 0
+146 i dont know what to do to come out of this so only am ask questions like this dont mistake me. 0
+147 she said,'' do u mind if i go into the bedroom for a minute ? '' ''ok'', i sed in a sexy mood. she came out 5 minuts latr wid a cake...n my wife, 0
+148 lul im gettin some juicy gossip at the hospital. two nurses are talking about how fat they are gettin. and one thinks shes obese. oyea. 0
+149 then we gotta do it after that 0
+150 when people see my msgs, they think iam addicted to msging... they are wrong, bcoz they don\'t know that iam addicted to my sweet friends..!! bslvyl 0
+151 wow. i never realized that you were so embarassed by your accomodations. i thought you liked it, since i was doing the best i could and you always seemed so happy about \the cave\". i'm sorry i didn't and don't have more to give. i'm sorry i offered. i'm sorry your room was so embarassing." 0
+152 thanks for your ringtone order, ref number r836. your mobile will be charged ??4.50. should your tone not arrive please call customer services on 09065069154 1
+153 now thats going to ruin your thesis! 0
+154 height of confidence: all the aeronautics professors wer calld & they wer askd 2 sit in an aeroplane. aftr they sat they wer told dat the plane ws made by their students. dey all hurried out of d plane.. bt only 1 didnt move... he said:\if it is made by my students 0
+155 i'm always looking for an excuse to be in the city. 0
+156 he's in lag. that's just the sad part but we keep in touch thanks to skype 0
+157 old orchard near univ. how about you? 0
+158 as in missionary hook up, doggy hook up, standing...| 0
+159 so gd got free ice cream... i oso wan... 0
+160 hey sathya till now we dint meet not even a single time then how can i saw the situation sathya. 0
+161 well she's in for a big surprise! 0
+162 i cant pick the phone right now. pls send a message 0
+163 s.this will increase the chance of winning. 0
+164 aight, you close by or still down around alex's place? 0
+165 nope but i'll b going 2 sch on fri quite early lor cos mys sis got paper in da morn :-) 0
+166 hey, can you tell me blake's address? carlos wanted me to meet him there but i got lost and he's not answering his phone 0
+167 k, want us to come by now? 0
+168 i was about to do it when i texted. i finished a long time ago and showered and er'ything! 0
+169 anytime lor... 0
+170 haha awesome, be there in a minute 0
+171 meeting u is my work. . . tel me when shall i do my work tomorrow 0
+172 have you laid your airtel line to rest? 0
+173 havent mus ask if u can 1st wat. of meet 4 lunch den u n him meet can already lor. or u wan 2 go ask da ge 1st then confirm w me asap? 0
+174 why didn't u call on your lunch? 0
+175 last chance 2 claim ur ??150 worth of discount vouchers-text yes to 85023 now!savamob-member offers mobile t cs 08717898035. ??3.00 sub. 16 . remove txt x or stop 1
+176 if you ask her or she say any please message. 0
+177 he also knows about lunch menu only da. . i know 0
+178 how tall are you princess? 0
+179 you at mu? you should try to figure out how much money everyone has for gas and alcohol, jay and i are trying to figure out our weed budget 0
+180 it doesnt make sense to take it there unless its free. if you need to know more, wikipedia.com 0
+181 no need for the drug anymore. 0
+182 ha. you don???t know either. i did a a clever but simple thing with pears the other day, perfect for christmas. 0
+183 almost there, see u in a sec 0
+184 apo all other are mokka players only 0
+185 mm yes dear look how i am hugging you both. :-p 0
+186 customer service annoncement. you have a new years delivery waiting for you. please call 07046744435 now to arrange delivery 1
+187 well there's a pattern emerging of my friends telling me to drive up and come smoke with them and then telling me that i'm a weed fiend/make them smoke too much/impede their doing other things so you see how i'm hesitant 0
+188 idc get over here, you are not weaseling your way out of this shit twice in a row 0
+189 s...i will take mokka players only:) 0
+190 how are you doing? hope you've settled in for the new school year. just wishin you a gr8 day 0
+191 yes.mum lookin strong:) 0
+192 didn't you get hep b immunisation in nigeria. 0
+193 r u still working now? 0
+194 hey i will be late... i'm at amk. need to drink tea or coffee 0
+195 dear are you angry i was busy dear 0
+196 i place all ur points on e cultures module already. 0
+197 rofl. its true to its name 0
+198 remember on that day.. 0
+199 i think just yourself ??_thanks and see you tomo 0
+200 i call you later, don't have network. if urgnt, sms me. 0
+201 mystery solved! just opened my email and he's sent me another batch! isn't he a sweetie 0
+202 aight yo, dats straight dogg 0
+203 you have won a nokia 7250i. this is what you get when you win our free auction. to take part send nokia to 86021 now. hg/suite342/2lands row/w1jhl 16+ 1
+204 ok both our days. so what are you making for dinner tonite? am i invited? 0
+205 cool. i am <#> inches long. hope you like them big! 0
+206 you do what all you like 0
+207 men always needs a beautiful, intelligent, caring, loving, adjustable, cooperative wife. but the law allows only one wife.... 0
+208 anyway seriously hit me up when you're back because otherwise i have to light up with armand and he always has shit and/or is vomiting 0
+209 it shall be fine. i have avalarr now. will hollalater 0
+210 a lot of this sickness thing going round. take it easy. hope u feel better soon. lol 0
+211 * will be september by then! 0
+212 moji i love you more than words. have a rich day 0
+213 great. p diddy is my neighbor and comes for toothpaste every morning 0
+214 i dont know why she.s not getting your messages 0
+215 i will see in half an hour 0
+216 http//tms. widelive.com/index. wml?id=820554ad0a1705572711&first=true??c c ringtone?? 1
+217 super msg da:)nalla timing. 0
+218 for me the love should start with attraction.i should feel that i need her every time around me.she should be the first thing which comes in my thoughts.i would start the day and end it with her.she should be there every time i dream.love will be then when my every breath has her name.my life should happen around her.my life will be named to her.i would cry for her.will give all my happiness and take all her sorrows.i will be ready to fight with anyone for her.i will be in love when i will be doing the craziest things for her.love will be when i don't have to proove anyone that my girl is the most beautiful lady on the whole planet.i will always be singing praises for her.love will be when i start up making chicken curry and end up makiing sambar.life will be the most beautiful then.will get every morning and thank god for the day because she is with me.i would like to say a lot..will tell later.. 0
+219 44 7732584351, do you want a new nokia 3510i colour phone deliveredtomorrow? with 300 free minutes to any mobile + 100 free texts + free camcorder reply or call 08000930705. 1
+220 will it help if we propose going back again tomorrow 0
+221 no, i was trying it all weekend ;v 0
+222 wat r u doing? 0
+223 please call amanda with regard to renewing or upgrading your current t-mobile handset free of charge. offer ends today. tel 0845 021 3680 subject to t's and c's 1
+224 from www.applausestore.com monthlysubscription@50p/msg max6/month t&csc web age16 2stop txt stop 1
+225 oh thats late! well have a good night and i will give u a call tomorrow. iam now going to go to sleep night night 0
+226 goodmorning today i am late for <decimal> min. 0
+227 i'm working technical support :)voice process. 0
+228 yes..gauti and sehwag out of odi series. 0
+229 want a new video phone? 750 anytime any network mins? half price line rental free text for 3 months? reply or call 08000930705 for free delivery 1
+230 hi i'm sue. i am 20 years old and work as a lapdancer. i love sex. text me live - i'm i my bedroom now. text sue to 89555. by textoperator g2 1da 150ppmsg 18+ 1
+231 hi :)finally i completed the course:) 0
+232 i am 6 ft. we will be a good combination! 0
+233 wot student discount can u get on books? 0
+234 i'm in school now n i'll be in da lab doing some stuff give me a call when ?_ r done. 0
+235 then ur sis how? 0
+236 yes princess! i want to make you happy... 0
+237 oh yeah,and hav a great time in newquay-send me a postcard !1 look after all the girls while im gone(u know the 1im talkin bout!)xx 0
+238 do you realize that in about 40 years, we'll have thousands of old ladies running around with tattoos? 1
+239 i've reached already. 0
+240 taka lor. wat time u wan 2 come n look 4 us? 0
+241 babe! how goes that day ? what are you up to ? i miss you already, my love ... * loving kiss* ... i hope everything goes well. 0
+242 thank you so much. when we skyped wit kz and sura, we didnt get the pleasure of your company. hope you are good. we've given you ultimatum oh! we are countin down to aburo. enjoy! this is the message i sent days ago 0
+243 smith waste da.i wanna gayle. 0
+244 fantasy football is back on your tv. go to sky gamestar on sky active and play ??250k dream team. scoring starts on saturday, so register now!sky opt out to 88088 1
+245 yeah jay's sort of a fucking retard 0
+246 superb thought- \be grateful that u dont have everything u want. that means u still have an opportunity to be happier tomorrow than u are today.\":-)" 0
+247 no no. i will check all rooms befor activities 0
+248 but i have to. i like to have love and arrange. 0
+249 hurt me... tease me... make me cry... but in the end of my life when i die plz keep one rose on my grave and say stupid i miss u.. have a nice day bslvyl 0
+250 long after i quit. i get on only like 5 minutes a day as it is. 0
+251 congratulations! thanks to a good friend u have won the ??2,000 xmas prize. 2 claim is easy, just call 08718726978 now! only 10p per minute. bt-national-rate 1
+252 ya, i'm referin to mei's ex wat... no ah, waitin 4 u to treat, somebody shld b rich liao...so gd, den u dun have to work frm tmr onwards... 0
+253 sir, good morning. hope you had a good weekend. i called to let you know that i was able to raise <#> from my dad. he however said he would make the rest available by mid feb. this amount is still quite short and i was hoping you would help. do have a good day. abiola 0
+254 stop calling everyone saying i might have cancer. my throat hurts to talk. i can't be answering everyones calls. if i get one more call i'm not babysitting on monday 0
+255 i'm tired of arguing with you about this week after week. do what you want and from now on, i'll do the same. 0
+256 do ?_ noe if ben is going? 0
+257 do you always celebrate ny's with your family ? 0
+258 18 days to euro2004 kickoff! u will be kept informed of all the latest news and results daily. unsubscribe send get euro stop to 83222. 1
+259 finish already... yar they keep saying i mushy... i so embarrassed ok... 0
+260 did u receive my msg? 0
+261 so dont use hook up any how 0
+262 do u knw dis no. <#> ? 0
+263 machan you go to gym tomorrow, i wil come late goodnight. 0
+264 he remains a bro amongst bros 0
+265 enjoy the jamster videosound gold club with your credits for 2 new videosounds+2 logos+musicnews! get more fun from jamster.co.uk! 16+only help? call: 09701213186 1
+266 your free ringtone is waiting to be collected. simply text the password \mix\" to 85069 to verify. get usher and britney. fml mk17 92h. 450ppw 16" 1
+267 never blame a day in ur life. good days give u happiness. bad days give u experience. both are essential in life! all are gods blessings! good morning.: 0
+268 i'm taking derek & taylor to walmart, if i'm not back by the time you're done just leave the mouse on my desk and i'll text you when priscilla's ready 0
+269 no. on the way home. so if not for the long dry spell the season would have been over 0
+270 lol where do u come up with these ideas? 0
+271 can help u swoop by picking u up from wherever ur other birds r meeting if u want. 0
+272 hey check it da. i have listed da. 0
+273 dear reached railway. what happen to you 0
+274 from tomorrow onwards eve 6 to 3 work. 0
+275 got c... i lazy to type... i forgot ?_ in lect... i saw a pouch but like not v nice... 0
+276 also remember to get dobby's bowl from your car 0
+277 so there's a ring that comes with the guys costumes. it's there so they can gift their future yowifes. hint hint 0
+278 i wasn't well babe, i have swollen glands at my throat ... what did you end up doing ? 0
+279 morning only i can ok. 0
+280 k, text me when you're on the way 0
+281 purity of friendship between two is not about smiling after reading the forwarded message..its about smiling just by seeing the name. gud evng 0
+282 yo you guys ever figure out how much we need for alcohol? jay and i are trying to figure out how much we can safely spend on weed 0
+283 i've not called you in a while. this is hoping it was l8r malaria and that you know that we miss you guys. i miss bani big, so pls give her my love especially. have a great day. 0
+284 anything... 0
+285 lmao but its so fun... 0
+286 hi. hope ur day * good! back from walk, table booked for half eight. let me know when ur coming over. 0
+287 i taught that ranjith sir called me. so only i sms like that. becaus hes verifying about project. prabu told today so only pa dont mistake me.. 0
+288 we live in the next <#> mins 0
+289 v nice! off 2 sheffield tom 2 air my opinions on categories 2 b used 2 measure ethnicity in next census. busy transcribing. :-) 0
+290 when you came to hostel. 0
+291 u need my presnts always bcz u cant mis love. \jeevithathile irulinae neekunna prakasamanu sneham\" prakasam ennal prabha 'that mns prabha is'love' got it. dont mis me...." 0
+292 lol ... oh no babe, i wont be sliding into your place after midnight, but thanks for the invite 0
+293 good morning my dear........... have a great & successful day. 0
+294 he has lots of used ones babe, but the model doesn't help. youi have to bring it over and he'll match it up 0
+295 have you started in skye 0
+296 u've been selected to stay in 1 of 250 top british hotels - for nothing! holiday valued at ??350! dial 08712300220 to claim - national rate call. bx526, sw73ss 1
+297 k.k:)when are you going? 0
+298 crucify is c not s. you should have told me earlier. 0
+299 do well :)all will for little time. thing of good times ahead: 0
+300 you're gonna have to be way more specific than that 0
+301 dis is yijue. i jus saw ur mail. in case huiming havent sent u my num. dis is my num. 0
+302 cool, i'll text you when i'm on the way 0
+303 just woke up. yeesh its late. but i didn't fall asleep til <#> am :/ 0
+304 sorry, i'll call later 0
+305 indeed and by the way it was either or - not both ! 0
+306 oh my god. i'm almost home 0
+307 i ain't answerin no phone at what is actually a pretty reasonable hour but i'm sleepy 0
+308 hanks lotsly! 0
+309 wen ur lovable bcums angry wid u, dnt take it seriously.. coz being angry is d most childish n true way of showing deep affection, care n luv!.. kettoda manda... have nice day da. 0
+310 booked ticket for pongal? 0
+311 k will do, addie & i are doing some art so i'll be here when you get home 0
+312 trust me. even if isn't there, its there. 0
+313 if you r @ home then come down within 5 min 0
+314 ah you see. you have to be in the lingo. i will let you know wot on earth it is when has finished making it! 0
+315 jane babes not goin 2 wrk, feel ill after lst nite. foned in already cover 4 me chuck.:-) 0
+316 send me the new number 0
+317 that would be good ??_ i'll phone you tomo lunchtime, shall i, to organise something? 0
+318 yeah do! don???t stand to close tho- you???ll catch something! 0
+319 heart is empty without love.. mind is empty without wisdom.. eyes r empty without dreams & life is empty without frnds.. so alwys be in touch. good night & sweet dreams 0
+320 k..k.:)congratulation .. 0
+321 me fine..absolutly fine 0
+322 great! i shoot big loads so get ready! 0
+323 no message..no responce..what happend? 0
+324 you still at grand prix? 0
+325 sorry, i can't text & drive coherently, see you in twenty 0
+326 a famous quote : when you develop the ability to listen to 'anything' unconditionally without losing your temper or self confidence, it means you are ......... 'married' 0
+327 he's an adult and would learn from the experience. there's no real danger. i just dont like peeps using drugs they dont need. but no comment 0
+328 tell you what, if you make a little spreadsheet and track whose idea it was to smoke to determine who \smokes too much\" for the entire month of february 0
+329 if he started searching he will get job in few days.he have great potential and talent. 0
+330 im in inperialmusic listening2the weirdest track ever by??leafcutter john??-sounds like insects being molested&someone plumbing,remixed by evil men on acid! 0
+331 so can collect ur laptop? 0
+332 s....s...india going to draw the series after many years in south african soil.. 0
+333 heart is empty without love.. mind is empty without wisdom.. eyes r empty without dreams & life is empty without frnds.. so alwys be in touch. good night & sweet dreams 0
+334 sir, i have been late in paying rent for the past few months and had to pay a $ <#> charge. i felt it would be inconsiderate of me to nag about something you give at great cost to yourself and that's why i didnt speak up. i however am in a recession and wont be able to pay the charge this month hence my askin well ahead of month's end. can you please help. thanks 0
+335 love it! daddy will make you scream with pleasure! i am going to slap your ass with my dick! 0
+336 oi. ami parchi na re. kicchu kaaj korte iccha korche na. phone ta tul na. plz. plz. 0
+337 ?? comin to fetch us oredi... 0
+338 cud u tell ppl im gona b a bit l8 cos 2 buses hav gon past cos they were full & im still waitin 4 1. pete x 0
+339 ceri u rebel! sweet dreamz me little buddy!! c ya 2moro! who needs blokes 0
+340 alright if you're sure, let me know when you're leaving 0
+341 you will go to walmart. i.ll stay. 0
+342 txt: call to no: 86888 & claim your reward of 3 hours talk time to use from your phone now! subscribe6gbp/mnth inc 3hrs 16 stop?txtstop www.gamb.tv 1
+343 when did dad get back. 0
+344 where r e meeting tmr? 0
+345 frnd s not juz a word.....not merely a relationship.....its a silent promise which says ... \ i will be with you \" wherevr.. whenevr.. forevr... gudnyt dear.." 0
+346 i want <#> rs da:)do you have it? 0
+347 what today-sunday..sunday is holiday..so no work.. 0
+348 i'm nt goin, got somethin on, unless they meetin 4 dinner lor... haha, i wonder who will go tis time... 0
+349 thanks. fills me with complete calm and reassurance! 0
+350 i think you should go the honesty road. call the bank tomorrow. its the tough decisions that make us great people. 0
+351 cheers for the message zogtorius. i??ve been staring at my phone for an age deciding whether to text or not. 0
+352 hey are we going for the lo lesson or gym? 0
+353 fighting with the world is easy, u either win or lose bt fightng with some1 who is close to u is dificult if u lose - u lose if u win - u still lose. 0
+354 haha... where got so fast lose weight, thk muz go 4 a month den got effect... gee,later we go aust put bk e weight. 0
+355 cool. we will have fun practicing making babies! 0
+356 sos! any amount i can get pls. 0
+357 good afternoon, babe. how goes that day ? any job prospects yet ? i miss you, my love ... *sighs* ... :-( 0
+358 yup ok thanx... 0
+359 k...k:)why cant you come here and search job:) 0
+360 xmas iscoming & ur awarded either ??500 cd gift vouchers & free entry 2 r ??100 weekly draw txt music to 87066 tnc www.ldew.com1win150ppmx3age16subscription 1
+361 cos i want it to be your thing 0
+362 hope you are having a great new semester. do wish you the very best. you are made for greatness. 0
+363 * am on a train back from northampton so i'm afraid not! 0
+364 great. i'm in church now, will holla when i get out 0
+365 buy space invaders 4 a chance 2 win orig arcade game console. press 0 for games arcade (std wap charge) see o2.co.uk/games 4 terms + settings. no purchase 1
+366 so check your errors and if you had difficulties, do correction. 0
+367 no. its not specialisation. can work but its slave labor. will look for it this month sha cos no shakara 4 beggar. 0
+368 hi its kate how is your evening? i hope i can see you tomorrow for a bit but i have to bloody babyjontet! txt back if u can. :) xxx 0
+369 its just the effect of irritation. just ignore it 0
+370 match started.india <#> for 2 0
+371 oh ho. is this the first time u use these type of words 0
+372 webpage s not available! 0
+373 i'm on the bus. love you 0
+374 haha awesome, omw back now then 0
+375 hi happy birthday. hi hi hi hi hi hi hi 0
+376 winner!! as a valued network customer you have been selected to receivea ??900 prize reward! to claim call 09061701461. claim code kl341. valid 12 hours only. 1
+377 good morning princess! how are you? 0
+378 dear voucher holder, 2 claim this weeks offer, at your pc go to http://www.e-tlp.co.uk/expressoffer ts&cs apply.2 stop texts txt stop to 80062. 1
+379 my sister going to earn more than me da. 0
+380 you have 1 new voicemail. please call 08719181513. 1
+381 splashmobile: choose from 1000s of gr8 tones each wk! this is a subscrition service with weekly tones costing 300p. u have one credit - kick back and enjoy 1
+382 y de asking like this. 0
+383 no. did you multimedia message them or e-mail? 0
+384 have you emigrated or something? ok maybe 5.30 was a bit hopeful... 0
+385 yo chad which gymnastics class do you wanna take? the site says christians class is full.. 0
+386 true. its easier with her here. 0
+387 call me, i am senthil from hsbc. 0
+388 oh, my love, it's soooo good to hear from you. omg i missed you so much today. i'm sorry your having problems with the provider but thank you for tming me 0
+389 was the actual exam harder than nbme 0
+390 new theory: argument wins d situation, but loses the person. so dont argue with ur friends just.. . . . kick them & say, i'm always correct.! 0
+391 hello. sort of out in town already. that . so dont rush home, i am eating nachos. will let you know eta. 0
+392 ur balance is now ??600. next question: complete the landmark, big, a. bob, b. barry or c. ben ?. text a, b or c to 83738. good luck! 1
+393 ya ok, vikky vl c witin <#> mins and il reply u.. 0
+394 please call our customer service representative on 0800 169 6031 between 10am-9pm as you have won a guaranteed ??1000 cash or ??5000 prize! 1
+395 oops sorry. just to check that you don't mind picking me up tomo at half eight from station. would that be ok? 0
+396 doing nothing, then u not having dinner w us? 0
+397 did you try making another butt. 0
+398 hi..i got the money da:) 0
+399 you in your room? i need a few 0
+400 please call 08712402902 immediately as there is an urgent message waiting for you. 1
+401 then she dun believe wat? 0
+402 urgent urgent! we have 800 free flights to europe to give away, call b4 10th sept & take a friend 4 free. call now to claim on 09050000555. ba128nnfwfly150ppm 1
+403 hey, looks like i was wrong and one of the kappa guys numbers is still on my phone, if you want i can text him and see if he's around 0
+404 i will cme i want to go to hos 2morow. after that i wil cme. this what i got from her dear what to do. she didnt say any time 0
+405 at what time should i come tomorrow 0
+406 s:)s.nervous <#> :) 0
+407 leaving to qatar tonite in search of an opportunity.all went fast.pls add me in ur prayers dear.rakhesh 0
+408 your free ringtone is waiting to be collected. simply text the password \mix\" to 85069 to verify. get usher and britney. fml mk17 92h. 450ppw 16" 1
+409 networking technical support associate. 0
+410 k..k..any special today? 0
+411 u having lunch alone? i now so bored... 0
+412 oh yah... we never cancel leh... haha 0
+413 i'm wif him now buying tix lar... 0
+414 are you planning to come chennai? 0
+415 does not operate after <#> or what 0
+416 i dont thnk its a wrong calling between us 0
+417 oh really? perform, write a paper, go to a movie and be home by midnight, huh? 0
+418 i called but no one pick up e phone. i ask both of them already they said ok. 0
+419 aight, i'm chillin in a friend's room so text me when you're on the way 0
+420 hmm, too many of them unfortunately... pics obviously arent hot cakes. its kinda fun tho 0
+421 haha... hope ?_ can hear the receipt sound... gd luck! 0
+422 you unbelievable faglord 0
+423 i'm an actor. when i work, i work in the evening and sleep late. since i'm unemployed at the moment, i always sleep late. when you're unemployed, every day is saturday. 0
+424 hello boytoy ! geeee ... i'm missing you today. i like to send you a tm and remind you i'm thinking of you ... and you are loved ... *loving kiss* 0
+425 havent. 0
+426 hmm .. bits and pieces lol ... *sighs* ... 0
+427 how are you. its been ages. how's abj 0
+428 whom you waited for yesterday 0
+429 me too. mark is taking forever to pick up my prescription and the pain is coming back. 0
+430 sorry i missed your call. can you please call back. 0
+431 ask g or iouri, i've told the story like ten times already 0
+432 freemsg: hey - i'm buffy. 25 and love to satisfy men. home alone feeling randy. reply 2 c my pix! qlynnbv help08700621170150p a msg send stop to stop txts 1
+433 baaaaabe! i misss youuuuu ! where are you ? i have to go and teach my class at 5 ... 0
+434 ok. 0
+435 yes..but they said its it., 0
+436 cool breeze... bright sun... fresh flower... twittering birds... all these waiting to wish u: \goodmorning & have a nice day\" :)" 0
+437 ya but it cant display internal subs so i gotta extract them 0
+438 urgent! call 09061749602 from landline. your complimentary 4* tenerife holiday or ??10,000 cash await collection sae t&cs box 528 hp20 1yf 150ppm 18+ 1
+439 kindly send some one to our flat before <decimal> today. 0
+440 let's pool our money together and buy a bunch of lotto tickets. if we win i get <#> % u get <#> %. deal? 0
+441 badrith is only for chennai:)i will surely pick for us:)no competition for him. 0
+442 spending new years with my brother and his family. lets plan to meet next week. are you ready to be spoiled? :) 0
+443 sorry da thangam, very very sorry i am held up with prasad. 0
+444 urgent! you have won a 1 week free membership in our ??100,000 prize jackpot! txt the word: claim to no: 81010 t&c www.dbuk.net lccltd pobox 4403ldnw1a7rw18 1
+445 i am back. good journey! let me know if you need any of the receipts. shall i tell you like the pendent? 0
+446 awesome, plan to get here any time after like <#> , i'll text you details in a wee bit 0
+447 i.ll post her out l8r. in class 0
+448 u can win ??100 of music gift vouchers every week starting now txt the word draw to 87066 tscs www.idew.com skillgame, 1winaweek, age16. 150ppermesssubscription 1
+449 i think chennai well settled? 0
+450 \ey! calm downon theacusations.. itxt u cos iwana know wotu r doin at thew/end... haventcn u in ages..ring me if ur up4 nething sat.love j xxx.\"" 0
+451 otherwise had part time job na-tuition.. 0
+452 send ur birthdate with month and year, i will tel u ur life partner's name. and the method of calculation. reply must. 0
+453 * am on my way 0
+454 s s..first time..dhoni rocks... 0
+455 fantasy football is back on your tv. go to sky gamestar on sky active and play ??250k dream team. scoring starts on saturday, so register now!sky opt out to 88088 1
+456 ya! when are ?_ taking ure practical lessons? i start in june.. 0
+457 well done, blimey, exercise, yeah, i kinda remember wot that is, hmm. 0
+458 got it..mail panren paru.. 0
+459 u free on sat rite? u wan 2 watch infernal affairs wif me n darren n mayb xy? 0
+460 ugh my leg hurts. musta overdid it on mon. 0
+461 my new years eve was ok. i went to a party with my boyfriend. who is this si then hey 0
+462 what part of \don't initiate\" don't you understand" 0
+463 stupid.its not possible 0
+464 k i'll be there before 4. 0
+465 pls speak to that customer machan. 0
+466 fighting with the world is easy, u either win or lose bt fightng with some1 who is close to u is dificult if u lose - u lose if u win - u still lose. 0
+467 i will be gentle princess! we will make sweet gentle love... 0
+468 ok chinese food on its way. when i get fat you're paying for my lipo. 0
+469 i meant middle left or right? 0
+470 hi, my love! how goes that day? fuck, this morning i woke and dropped my cell on the way down the stairs but it seems alright ... *phews* i miss you ! 0
+471 dude avatar 3d was imp. at one point i thought there were actually flies in the room and almost tried hittng one as a reflex 0
+472 still work going on:)it is very small house. 0
+473 yes see ya not on the dot 0
+474 okay lor... wah... like that def they wont let us go... haha... what did they say in the terms and conditions? 0
+475 lmao you know me so well... 0
+476 not yet. just i'd like to keep in touch and it will be the easiest way to do that from barcelona. by the way how ru and how is the house? 0
+477 headin towards busetop 0
+478 oh right, ok. i'll make sure that i do loads of work during the day! got a really nasty cough today and is dry n shot so that should really help it! 0
+479 shall i bring us a bottle of wine to keep us amused? only joking! i???ll bring one anyway 0
+480 ok... c ya... 0
+481 serious? what like proper tongued her 0
+482 as usual..iam fine, happy & doing well..:) 0
+483 ever thought about living a good life with a perfect partner? just txt back name and age to join the mobile community. (100p/sms) 1
+484 yep get with the program. you're slacking. 0
+485 sir, i am waiting for your call. 0
+486 awesome, i remember the last time we got somebody high for the first time with diesel :v 0
+487 that is wondarfull song 0
+488 hi mate its rv did u hav a nice hol just a message 3 say hello coz haven??t sent u 1 in ages started driving so stay off roads!rvx 0
+489 how are you doing. how's the queen. are you going for the royal wedding 0
+490 what time you think you'll have it? need to know when i should be near campus 0
+491 for ur chance to win a ??250 wkly shopping spree txt: shop to 80878. t's&c's www.txt-2-shop.com custcare 08715705022, 1x150p/wk 1
+492 get a free mobile video player free movie. to collect text go to 89105. its free! extra films can be ordered t's and c's apply. 18 yrs only 1
+493 since when, which side, any fever, any vomitin. 0
+494 ok.ok ok..then..whats ur todays plan 0
+495 fran i decided 2 go n e way im completely broke an knackered i got up bout 3 c u 2mrw love janx p.s this is my dads fone, -no credit 0
+496 pls clarify back if an open return ticket that i have can be preponed for me to go back to kerala. 0
+497 nope... think i will go for it on monday... sorry i replied so late 0
+498 urgent! please call 09061743810 from landline. your abta complimentary 4* tenerife holiday or #5000 cash await collection sae t&cs box 326 cw25wx 150 ppm 1
+499 well its not like you actually called someone a punto. that woulda been worse. 0
+500 anything lor... u decide... 0
+501 i will cal you sir. in meeting 0
+502 there'll be a minor shindig at my place later tonight, you interested? 0
+503 just got some gas money, any chance you and the gang want to go on a grand nature adventure? 0
+504 its a laptop take it with you. 0
+505 do not b late love mum 0
+506 its sunny in california. the weather's just cool 0
+507 you'll not rcv any more msgs from the chat svc. for free hardcore services text go to: 69988 if u get nothing u must age verify with yr network & try again 1
+508 0a$networks allow companies to bill for sms, so they are responsible for their \suppliers\" 1
+509 i'm at bruce & fowler now but i'm in my mom's car so i can't park (long story) 0
+510 now am free call me pa. 0
+511 ya they are well and fine., bbd(pooja) full pimples..even she become quite black..and ur rite here its too cold, wearing sweatter.. 0
+512 oh sorry please its over 0
+513 actually i decided i was too hungry so i haven't left yet :v 0
+514 cancel cheyyamo?and get some money back? 0
+515 not that i know of, most people up here are still out of town 0
+516 urgent! we are trying to contact u. todays draw shows that you have won a ??800 prize guaranteed. call 09050001295 from land line. claim a21. valid 12hrs only 1
+517 ok im not sure what time i finish tomorrow but i wanna spend the evening with you cos that would be vewy vewy lubly! love me xxx 0
+518 orange brings you ringtones from all time chart heroes, with a free hit each week! go to ringtones & pics on wap. to stop receiving these tips reply stop. 1
+519 my fri ah... okie lor,goin 4 my drivin den go shoppin after tt... 0
+520 life alle mone,eppolum oru pole allalo 0
+521 hey babe, how's it going ? did you ever figure out where your going for new years ? 0
+522 i cant wait to see you! how were the photos were useful? :) 0
+523 great. have a safe trip. dont panic surrender all. 0
+524 shall i start from hear. 0
+525 ok... but bag again.. 0
+526 hmm...my uncle just informed me that he's paying the school directly. so pls buy food. 0
+527 there are no other charges after transfer charges and you can withdraw anyhow you like 0
+528 i thought we were doing a king of the hill thing there. 0
+529 then u going ikea str aft dat? 0
+530 boy you best get yo ass out here quick 0
+531 todays voda numbers ending with 7634 are selected to receive a ??350 reward. if you have a match please call 08712300220 quoting claim code 7684 standard rates apply. 1
+532 i'm at work. please call 0
+533 i think your mentor is , but not 100 percent sure. 0
+534 aiyah then i wait lor. then u entertain me. hee... 0
+535 ree entry in 2 a weekly comp for a chance to win an ipod. txt pod to 80182 to get entry (std txt rate) t&c's apply 08452810073 for details 18+ 1
+536 ron say fri leh. n he said ding tai feng cant make reservations. but he said wait lor. 0
+537 (you didn't hear it from me) 0
+538 i meant as an apology from me for texting you to get me drugs at <#> at night 0
+539 i got it before the new year cos yetunde said she wanted to surprise you with it but when i didnt see money i returned it mid january before the <#> day return period ended. 0
+540 should i send you naughty pix? :) 0
+541 eh den sat u book e kb liao huh... 0
+542 arun can u transfr me d amt 0
+543 you have won a nokia 7250i. this is what you get when you win our free auction. to take part send nokia to 86021 now. hg/suite342/2lands row/w1jhl 16+ 1
+544 yes:)here tv is always available in work place.. 0
+545 i'm in a movie... collect car oredi... 0
+546 sorry, left phone upstairs. ok, might be hectic but would be all my birds with one fell swoop. it's a date. 0
+547 reply to win ??100 weekly! where will the 2006 fifa world cup be held? send stop to 87239 to end service 1
+548 what time you coming down later? 0
+549 congratulations ur awarded 500 of cd vouchers or 125gift guaranteed & free entry 2 100 wkly draw txt music to 87066 tncs www.ldew.com1win150ppmx3age16 1
+550 so ?_'ll be submitting da project tmr rite? 0
+551 o. well uv causes mutations. sunscreen is like essential thesedays 0
+552 g.w.r 0
+553 she said,'' do u mind if i go into the bedroom for a minute ? '' ''ok'', i sed in a sexy mood. she came out 5 minuts latr wid a cake...n my wife, 0
+554 you please give us connection today itself before <decimal> or refund the bill 0
+555 sindu got job in birla soft .. 0
+556 now only i reached home. . . i am very tired now. . i will come tomorro 0
+557 macha dont feel upset.i can assume your mindset.believe me one evening with me and i have some wonderful plans for both of us.let life begin again.call me anytime 0
+558 lol i was gonna last month. i cashed some in but i left <#> just in case. i was collecting more during the week cause they announced it on the blog. 0
+559 \hi its kate it was lovely to see you tonight and ill phone you tomorrow. i got to sing and a guy gave me his card! xxx\"" 0
+560 thesmszone.com lets you send free anonymous and masked messages..im sending this message from there..do you see the potential for abuse??? 1
+561 you are a winner u have been specially selected 2 receive ??1000 or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810910p/min (18+) 1
+562 will u meet ur dream partner soon? is ur career off 2 a flyng start? 2 find out free, txt horo followed by ur star sign, e. g. horo aries 1
+563 friendship poem: dear o dear u r not near but i can hear dont get fear live with cheer no more tear u r always my dear. gud ni8 0
+564 thanks honey but still haven't heard anything i will leave it a bit longer so not 2 crowd him and will try later - great advice thanks hope cardiff is still there! 0
+565 lol alright i was thinkin that too haha 0
+566 cant think of anyone with * spare room off * top of my head 0
+567 1 in cbe. 2 in chennai. 0
+568 i not free today i haf 2 pick my parents up tonite... 0
+569 hai ana tomarrow am coming on morning. <decimal> ill be there in sathy then we ll go to rto office. reply me after came to home. 0
+570 i thought i'd get him a watch, just cos thats the kind of thing u get4an18th. and he loves so much! 0
+571 i am not sure about night menu. . . i know only about noon menu 0
+572 save money on wedding lingerie at www.bridal.petticoatdreams.co.uk choose from a superb selection with national delivery. brought to you by weddingfriend 1
+573 if e timing can, then i go w u lor... 0
+574 i can do that! i want to please you both inside and outside the bedroom... 0
+575 die... now i have e toot fringe again... 0
+576 then ?_ come n pick me at 530 ar? 0
+577 wat time ?_ finish? 0
+578 are you available for soiree on june 3rd? 0
+579 thankyou so much for the call. i appreciate your care. 0
+580 pls confirm the time to collect the cheque. 0
+581 if you r @ home then come down within 5 min 0
+582 sorry im getting up now, feel really bad- totally rejected that kinda me thing. 0
+583 good afternoon, my love. it was good to see your words on ym and get your tm. very smart move, my slave ... *smiles* ... i drink my coffee and await you. 0
+584 ok. she'll be ok. i guess 0
+585 yo! howz u? girls never rang after india. l 0
+586 i have no idea where you are 0
+587 final chance! claim ur ??150 worth of discount vouchers today! text yes to 85023 now! savamob, member offers mobile! t cs savamob pobox84, m263uz. ??3.00 subs 16 1
+588 dating:i have had two of these. only started after i sent a text to talk sport radio last week. any connection do you think or coincidence? 1
+589 god asked, \what is forgiveness?\" a little child gave lovely reply 0
+590 let ur heart be ur compass ur mind ur map ur soul ur guide and u will never loose in world....gnun - sent via way2sms.com 0
+591 alrite jod hows the revision goin? keris bin doin a smidgin. n e way u wanna cum over after college?xx 0
+592 ok. can be later showing around 8-8:30 if you want + cld have drink before. wld prefer not to spend money on nosh if you don't mind, as doing that nxt wk. 0
+593 i hope you arnt pissed off but id would really like to see you tomorrow. love me xxxxxxxxxxxxxx 0
+594 no. thank you. you've been wonderful 0
+595 sorry da..today i wont come to play..i have driving clas.. 0
+596 oh ya... got hip hop open. haha i was thinking can go for jazz then zoom to cine... actually tonight i'm free leh... and there's a kb lesson tonight 0
+597 where wuld i be without my baby? the thought alone mite break me and i don??t wanna go crazy but everyboy needs his lady xxxxxxxx 0
+598 was just about to ask. will keep this one. maybe that's why you didn't get all the messages we sent you on glo 0
+599 great. hope you are using your connections from mode men also cos you can never know why old friends can lead you to today 0
+600 sorry, i'll call later in meeting. 0
+601 ok., is any problem to u frm him? wats matter? 0
+602 hey. you got any mail? 0
+603 i'm glad. you are following your dreams. 0
+604 lord of the rings:return of the king in store now!reply lotr by 2 june 4 chance 2 win lotr soundtrack cds stdtxtrate. reply stop to end txts 1
+605 dunno lei shd b driving lor cos i go sch 1 hr oni. 0
+606 it's cool, let me know before it kicks off around <#> , i'll be out and about all day 0
+607 do you want 750 anytime any network mins 150 text and a new video phone for only five pounds per week call 08000776320 now or reply for delivery tomorrow 1
+608 gettin rdy to ship comp 0
+609 oh yeah i forgot. u can only take 2 out shopping at once. 0
+610 god bless.get good sleep my dear...i will pray! 0
+611 update your face book status frequently :) 0
+612 my uncles in atlanta. wish you guys a great semester. 0
+613 i will be outside office take all from there 0
+614 so is there anything specific i should be doing with regards to jaklin or what because idk what the fuck 0
+615 sorry man, accidentally left my phone on silent last night and didn't check it til i got up 0
+616 please tell me you have some of that special stock you were talking about 0
+617 go chase after her and run her over while she's crossing the street 0
+618 i cant talk to you now.i will call when i can.dont keep calling. 0
+619 babe, have you got enough money to pick up bread and milk ? and i'll give you it back when you get home ? 0
+620 somewhr someone is surely made 4 u. and god has decided a perfect time to make u meet dat person. . . . till den, . . . . . enjoy ur crushes..!!!;-) 0
+621 how many times i told in the stage all use to laugh. you not listen aha. 0
+622 but if she.s drinkin i'm ok. 0
+623 aiyo cos i sms ?_ then ?_ neva reply so i wait 4 ?_ to reply lar. i tot ?_ havent finish ur lab wat. 0
+624 nope. since ayo travelled, he has forgotten his guy 0
+625 tell your friends what you plan to do on valentines day @ <url> 0
+626 printer is cool. i mean groovy. wine is groovying 0
+627 yes i will be there. glad you made it. 0
+628 sorry, i'll call later in meeting. 0
+629 you are right. meanwhile how's project twins comin up 0
+630 then i buy. 0
+631 message:some text missing* sender:name missing* *number missing *sent:date missing *missing u a lot thats y everything is missing sent via fullonsms.com 0
+632 wot u wanna do then missy? 0
+633 but i juz remembered i gotta bathe my dog today.. 0
+634 thanx 4 puttin da fone down on me!! 0
+635 i've got ten bucks, jay is being noncomittal 0
+636 \hey j! r u feeling any better 0
+637 its like that hotel dusk game i think. you solve puzzles in a area thing 0
+638 i will send them to your email. do you mind <#> times per night? 0
+639 we r outside already. 0
+640 don't think about \what u have got\" think about \"how to use it that you have got\" good ni8" 0
+641 you dont know you jabo me abi. 0
+642 stop knowing me so well! 0
+643 this is a long fuckin showr 0
+644 lol they don't know about my awesome phone. i could click delete right now if i want. 0
+645 the guy at the car shop who was flirting with me got my phone number from the paperwork and called and texted me. i'm nervous because of course now he may have my address. should i call his boss and tell him, knowing this may get him fired? 0
+646 party's at my place at usf, no charge (but if you can contribute in any way it is greatly appreciated) and yeah, we got room for one more 0
+647 i wait 4 ?_ inside da car park... 0
+648 tell my bad character which u dnt lik in me. i'll try to change in <#> . i ll add tat 2 my new year resolution. waiting for ur reply.be frank...good morning. 0
+649 or i guess <#> min 0
+650 i can call in <#> min if thats ok 0
+651 you have 1 new message. please call 08712400200. 1
+652 y so late but i need to go n get da laptop... 0
+653 mm so you asked me not to call radio 0
+654 are you coming to day for class. 0
+655 s..antha num corrct dane 0
+656 c movie is juz last minute decision mah. juz watch 2 lar but i tot ?_ not interested. 0
+657 fine. do you remember me. 0
+658 s now only i took tablets . reaction morning only. 0
+659 how much for an eighth? 0
+660 5p 4 alfie moon's children in need song on ur mob. tell ur m8s. txt tone charity to 8007 for nokias or poly charity for polys: zed 08701417012 profit 2 charity. 1
+661 ladies first and genus second k . 0
+662 mum, i've sent you many many messages since i got here. i just want to know that you are actually getting them. do enjoy the rest of your day. 0
+663 sorry, in meeting i'll call you later 0
+664 hmv bonus special 500 pounds of genuine hmv vouchers to be won. just answer 4 easy questions. play now! send hmv to 86688 more info:www.100percent-real.com 1
+665 nope watching tv at home... not going out. v bored... 0
+666 tomarrow i want to got to court. at <decimal> . so you come to bus stand at 9. 0
+667 not yet chikku..wat abt u? 0
+668 one of best dialogue in cute reltnship..!! \wen i die 0
+669 free game. get rayman golf 4 free from the o2 games arcade. 1st get ur games settings. reply post, then save & activ8. press 0 key for arcade. termsapply 1
+670 happy birthday... may all ur dreams come true... 0
+671 nope... juz off from work... 0
+672 dun b sad.. it's over.. dun thk abt it already. concentrate on ur other papers k. 0
+673 hi dude hw r u da realy mising u today 0
+674 [??_] anyway, many good evenings to u! s 0
+675 nice.nice.how is it working? 0
+676 get ready to put on your excellent sub face :) 0
+677 no da. i am happy that we sit together na 0
+678 if i not meeting ?_ all rite then i'll go home lor. if ?_ dun feel like comin it's ok. 0
+679 ultimately tor motive tui achieve korli. 0
+680 xmas prize draws! we are trying to contact u. todays draw shows that you have won a ??2000 prize guaranteed. call 09058094565 from land line. valid 12hrs only 1
+681 \boo babe! u enjoyin yourjob? u seemed 2 b gettin on well hunny!hope ure ok?take care & i??llspeak 2u soonlots of loveme xxxx.\"" 0
+682 that one week leave i put know that time. why. 0
+683 so anyways, you can just go to your gym or whatever, my love *smiles* i hope your ok and having a good day babe ... i miss you so much already 0
+684 i am seeking a lady in the street and a freak in the sheets. is that you? 0
+685 yeah i think my usual guy's still passed out from last night, if you get ahold of anybody let me know and i'll throw down 0
+686 would me smoking you out help us work through this difficult time 0
+687 its ok, called mom instead have fun 0
+688 no sir. that's why i had an 8-hr trip on the bus last week. have another audition next wednesday but i think i might drive this time. 0
+689 it means u could not keep ur words. 0
+690 i dont thnk its a wrong calling between us 0
+691 i was just callin to say hi. take care bruv! 0
+692 no chikku nt yet.. ya i'm free 0
+693 oh... haha... den we shld had went today too... gee, nvm la... kaiez, i dun mind goin jazz oso... scared hiphop open cant catch up... 0
+694 lol! oops sorry! have fun. 0
+695 <#> %of pple marry with their lovers... becz they hav gud undrstndng dat avoids problems. i sent dis 2 u, u wil get gud news on friday by d person you like. and tomorrow will be the best day of your life. dont break this chain. if you break you will suffer. send this to <#> frnds in <#> mins whn u read... 0
+696 wow ... i love you sooo much, you know ? i can barely stand it ! i wonder how your day goes and if you are well, my love ... i think of you and miss you 0
+697 how i noe... she's in da car now... later then c lar... i'm wearing shorts... 0
+698 lmao ok i wont be needing u to do my hair anymore. 0
+699 hey what are you doing. y no reply pa.. 0
+700 when did you get to the library 0
+701 yeah, we got one lined up for us 0
+702 have you heard about that job? i'm going to that wildlife talk again tonight if u want2come. its that2worzels and a wizzle or whatever it is?! 0
+703 i want to tel u one thing u should not mistake me k this is the message that you sent:) 0
+704 i think its far more than that but find out. check google maps for a place from your dorm. 0
+705 all e best 4 ur driving tmr :-) 0
+706 i got another job! the one at the hospital doing data analysis or something, starts on monday! not sure when my thesis will got finished 0
+707 god's love has no limit. god's grace has no measure. god's power has no boundaries. may u have god's endless blessings always in ur life...!! gud ni8 0
+708 thank god they are in bed! 0
+709 text & meet someone sexy today. u can find a date or even flirt its up to u. join 4 just 10p. reply with name & age eg sam 25. 18 -msg recd@thirtyeight pence 1
+710 enjoy urself tmr... 0
+711 how is your schedule next week? i am out of town this weekend. 0
+712 good morning pookie pie! lol hope i didn't wake u up 0
+713 only 2% students solved this cat question in 'xam... 5+3+2= <#> 9+2+4= <#> 8+6+3= <#> then 7+2+5=????? tell me the answer if u r brilliant...1thing.i got d answr. 0
+714 and whenever you and i see we can still hook up too. 0
+715 cuz ibored. and don wanna study 0
+716 thanx... 0
+717 hello- thanx for taking that call. i got a job! starts on monday! 0
+718 * thought i didn't see you. 0
+719 sir goodmorning, once free call me. 0
+720 just send a text. we'll skype later. 0
+721 good afternoon on this glorious anniversary day, my sweet j !! i hope this finds you happy and content, my prey. i think of you and send a teasing kiss from across the sea coaxing images of fond souveniers ... you cougar-pen 0
+722 how much u trying to get? 0
+723 yup i thk so until e shop closes lor. 0
+724 hi. customer loyalty offer:the new nokia6650 mobile from only ??10 at txtauction! txt word: start to no: 81151 & get yours now! 4t&ctxt tc 150p/mtmsg 1
+725 hi there. we have now moved in2 our pub . would be great 2 c u if u cud come up. 0
+726 good morning, my love ... i go to sleep now and wish you a great day full of feeling better and opportunity ... you are my last thought babe, i love you *kiss* 0
+727 guy, no flash me now. if you go call me, call me. how madam. take care oh. 0
+728 can come my room but cannot come my house cos my house still messy... haha... 0
+729 today's offer! claim ur ??150 worth of discount vouchers! text yes to 85023 now! savamob, member offers mobile! t cs 08717898035. ??3.00 sub. 16 . unsub reply x 1
+730 not heard from u4 a while. call 4 rude chat private line 01223585334 to cum. wan 2c pics of me gettin shagged then text pix to 8552. 2end send stop 8552 sam xxx 1
+731 i'm fine. hope you are good. do take care. 0
+732 neither [in sterm voice] - i'm studying. all fine with me! not sure the thing will be resolved, tho. anyway. have a fab hols 0
+733 congrats kano..whr s the treat maga? 0
+734 i'm gonna say no. sorry. i would but as normal am starting to panic about time. sorry again! are you seeing on tuesday? 0
+735 pls accept me for one day. or am begging you change the number. 0
+736 idk. you keep saying that you're not, but since he moved, we keep butting heads over freedom vs. responsibility. and i'm tired. i have so much other shit to deal with that i'm barely keeping myself together once this gets added to it. 0
+737 i also thk too fast... xy suggest one not me. u dun wan it's ok. going 2 rain leh where got gd. 0
+738 i not busy juz dun wan 2 go so early.. hee.. 0
+739 i accidentally brought em home in the box 0
+740 me n him so funny... 0
+741 perhaps * is much easy give your account identification, so i will tomorrow at uni 0
+742 yeah hopefully, if tyler can't do it i could maybe ask around a bit 0
+743 how come guoyang go n tell her? then u told her? 0
+744 finish liao... u? 0
+745 what will we do in the shower, baby? 0
+746 the monthly amount is not that terrible and you will not pay anything till 6months after finishing school. 0
+747 a bit of ur smile is my hppnss, a drop of ur tear is my sorrow, a part of ur heart is my life, a heart like mine wil care for u, forevr as my goodfriend 0
+748 now got tv 2 watch meh? u no work today? 0
+749 nvm take ur time. 0
+750 geeeee ... your internet is really bad today, eh ? 0
+751 you should know now. so how's anthony. are you bringing money. i've school fees to pay and rent and stuff like that. thats why i need your help. a friend in need....| 0
+752 xmas & new years eve tickets are now on sale from the club, during the day from 10am till 8pm, and on thurs, fri & sat night this week. they're selling fast! 1
+753 message important information for o2 user. today is your lucky day! 2 find out why log onto http://www.urawinner.com there is a fantastic surprise awaiting you 1
+754 every monday..nxt week vl be completing.. 0
+755 \oh fuck. juswoke up in a bed on a boatin the docks. slept wid 25 year old. spinout! giv u da gossip l8r. xxx\"" 0
+756 i can't right this second, gotta hit people up first 0
+757 hurry home u big butt. hang up on your last caller if u have to. food is done and i'm starving. don't ask what i cooked. 0
+758 hey anyway i have to :-) 0
+759 crazy ar he's married. ?? like gd looking guys not me. my frens like say he's korean leona's fave but i dun thk he is. aft some thinking mayb most prob i'll go. 0
+760 you have won! as a valued vodafone customer our computer has picked you to win a ??150 prize. to collect is easy. just call 09061743386 1
+761 pls go ahead with watts. i just wanted to be sure. do have a great weekend. abiola 0
+762 do you know why god created gap between your fingers..? so that, one who is made for you comes & fills those gaps by holding your hand with love..! 0
+763 u should make a fb list 0
+764 ok good then i later come find ?_... c lucky i told ?_ to go earlier... later pple take finish ?_ no more again... 0
+765 lol please do. actually send a pic of yourself right now. i wanna see. pose with a comb and hair dryer or something. 0
+766 \si.como no?!listened2the plaid album-quite gd&the new air1 which is hilarious-also bought??braindance??a comp.ofstuff on aphex??s ;abel 0
+767 o turns out i had stereo love on mi phone under the unknown album. 0
+768 i will be gentle baby! soon you will be taking all <#> inches deep inside your tight pussy... 0
+769 then its most likely called mittelschmertz. google it. if you dont have paracetamol dont worry it will go. 0
+770 hi darlin ive just got back and i had a really nice night and thanks so much for the lift see u tomorrow xxx 0
+771 sorry i flaked last night, shit's seriously goin down with my roommate, what you up to tonight? 0
+772 ok... 0
+773 you are not bothering me but you have to trust my answers. pls. 0
+774 im gonnamissu so much!!i would say il send u a postcard buttheres aboutas much chance of merememberin asthere is ofsi not breakin his contract!! luv yaxx 0
+775 yeah no probs - last night is obviously catching up with you... speak soon 0
+776 don't necessarily expect it to be done before you get back though because i'm just now headin out 0
+777 i don't run away frm u... i walk slowly & it kills me that u don't care enough to stop me... 0
+778 i'm back, lemme know when you're ready 0
+779 watching tv now. i got new job :) 0
+780 erm... woodland avenue somewhere. do you get the parish magazine, his telephone number will be in there. 0
+781 i just lov this line: \hurt me with the truth i wil tolerat.bcs ur my someone..... but never comfort me with a lie\" gud ni8 and sweet dreams" 0
+782 that's my honeymoon outfit. :) 0
+783 my love ! how come it took you so long to leave for zaher's? i got your words on ym and was happy to see them but was sad you had left. i miss you 0
+784 send to someone else :-) 0
+785 k do i need a login or anything 0
+786 urgent!! your 4* costa del sol holiday or ??5000 await collection. call 09050090044 now toclaim. sae, tc s, pobox334, stockport, sk38xh, cost??1.50/pm, max10mins 1
+787 are you going to write ccna exam this week?? 0
+788 ill call u 2mrw at ninish, with my address that icky american freek wont stop callin me 2 bad jen k eh? 0
+789 i agree. so i can stop thinkin about ipad. can you please ask macho the same question. 0
+790 actually i'm waiting for 2 weeks when they start putting ad. 0
+791 wat ?_ doing now? 0
+792 same here, but i consider walls and bunkers and shit important just because i never play on peaceful but i guess your place is high enough that it don't matter 0
+793 my darling sister. how are you doing. when's school resuming. is there a minimum wait period before you reapply? do take care 0
+794 that's necessarily respectful 0
+795 nice talking to you! please dont forget my pix :) i want to see all of you... 0
+796 sounds like a plan! cardiff is still here and still cold! i'm sitting on the radiator! 0
+797 this msg is for your mobile content order it has been resent as previous attempt failed due to network error queries to customersqueries@netvision.uk.com 1
+798 i'll be late... 0
+799 or ?_ go buy wif him then i meet ?_ later can? 0
+800 nokia phone is lovly.. 0
+801 i met you as a stranger and choose you as my friend. as long as the world stands, our friendship never ends. lets be friends forever!!! gud nitz... 0
+802 shall i come to get pickle 0
+803 i???m going to try for 2 months ha ha only joking 0
+804 solve d case : a man was found murdered on <decimal> . <#> afternoon. 1,his wife called police. 2,police questioned everyone. 3,wife: sir,i was sleeping, when the murder took place. 4.cook: i was cooking. 5.gardener: i was picking vegetables. 6.house-maid: i went 2 d post office. 7.children: we went 2 play. 8.neighbour: we went 2 a marriage. police arrested d murderer immediately. who's it? reply with reason, if u r brilliant. 0
+805 do u still have plumbers tape and a wrench we could borrow? 0
+806 sorry, i'll call later 0
+807 nice. wait...should you be texting right now? i'm not gonna pay your ticket, ya know! 0
+808 just looked it up and addie goes back monday, sucks to be her 0
+809 did you say bold, then torch later. or one torch and 2bold? 0
+810 watching cartoon, listening music & at eve had to go temple & church.. what about u? 0
+811 hello, my boytoy! i made it home and my constant thought is of you, my love. i hope your having a nice visit but i can't wait till you come home to me ...*kiss* 0
+812 hey gals...u all wanna meet 4 dinner at n??te? 0
+813 hey what happen de. are you alright. 0
+814 congrats! 2 mobile 3g videophones r yours. call 09061744553 now! videochat wid ur mates, play java games, dload polyh music, noline rentl. bx420. ip4. 5we. 150pm 1
+815 dont search love, let love find u. thats why its called falling in love, bcoz u dont force yourself, u just fall and u know there is smeone to hold u... bslvyl 0
+816 nope wif my sis lor... aft bathing my dog then i can bathe... looks like it's going 2 rain soon. 0
+817 i av a new number, . wil u only use this one,ta. 0
+818 hmm thinking lor... 0
+819 tessy..pls do me a favor. pls convey my birthday wishes to nimya..pls dnt forget it. today is her birthday shijas 0
+820 ringtoneking 84484 1
+821 i cant pick the phone right now. pls send a message 0
+822 ok. me watching tv too. 0
+823 thanks love. but am i doing torch or bold. 0
+824 yup i've finished c ?_ there... 0
+825 \hello u.call wen u finish wrk.i fancy meetin up wiv u all tonite as i need a break from dabooks. did 4 hrs last nite+2 today of wrk!\"" 0
+826 hey morning what you come to ask:-) pa... 0
+827 spjanuary male sale! hot gay chat now cheaper, call 08709222922. national rate from 1.5p/min cheap to 7.8p/min peak! to stop texts call 08712460324 (10p/min) 1
+828 i don't know but i'm raping dudes at poker 0
+829 this message is free. welcome to the new & improved sex & dogging club! to unsubscribe from this service reply stop. msgs@150p 18+only 1
+830 have you been practising your curtsey? 0
+831 juz now havent woke up so a bit blur blur... can? dad went out liao... i cant cum now oso... 0
+832 urgent! your mobile no 077xxx won a ??2,000 bonus caller prize on 02/06/03! this is the 2nd attempt to reach you! call 09066362206 asap! box97n7qp, 150ppm 1
+833 what time. i???m out until prob 3 or so 0
+834 the xmas story is peace.. the xmas msg is love.. the xmas miracle is jesus.. hav a blessed month ahead & wish u merry xmas... 0
+835 i wnt to buy a bmw car urgently..its vry urgent.but hv a shortage of <#> lacs.there is no source to arng dis amt. <#> lacs..thats my prob 0
+836 wat time liao, where still got. 0
+837 ok pa. nothing problem:-) 0
+838 dear dave this is your final notice to collect your 4* tenerife holiday or #5000 cash award! call 09061743806 from landline. tcs sae box326 cw25wx 150ppm 1
+839 what do u want when i come back?.a beautiful necklace as a token of my heart for you.thats what i will give but only to my wife of my liking.be that and see..no one can give you that.dont call me.i will wait till i come. 0
+840 i bought the test yesterday. its something that lets you know the exact day u ovulate.when will get 2u in about 2 to 3wks. but pls pls dont fret. i know u r worried. pls relax. also is there anything in ur past history u need to tell me? 0
+841 look at the fuckin time. what the fuck you think is up 0
+842 merry christmas to u too annie! 0
+843 as per your request 'melle melle (oru minnaminunginte nurungu vettam)' has been set as your callertune for all callers. press *9 to copy your friends callertune 0
+844 sorry, got a late start, we're on the way 0
+845 what class of <#> reunion? 0
+846 poor girl can't go one day lmao 0
+847 there is os called ubandu which will run without installing in hard disk...you can use that os to copy the important files in system and give it to repair shop.. 0
+848 better than bb. if he wont use it, his wife will or them doctor 0
+849 the hair cream has not been shipped. 0
+850 hi its me you are probably having too much fun to get this message but i thought id txt u cos im bored! and james has been farting at me all night 0
+851 correct. so how was work today 0
+852 awesome, i'll see you in a bit 0
+853 k.k:)apo k.good movie. 0
+854 i realise you are a busy guy and i'm trying not to be a bother. i have to get some exams outta the way and then try the cars. do have a gr8 day 0
+855 you still around? looking to pick up later 0
+856 ok ill send you with in <decimal> ok. 0
+857 yes i have. so that's why u texted. pshew...missing you so much 0
+858 two fundamentals of cool life: \walk whoever is the king\"!... gud nyt" 0
+859 well at this right i'm gonna have to get up and check today's steam sales/pee so text me when you want me to come get you 0
+860 ok how you dear. did you call chechi 0
+861 sac will score big hundred.he is set batsman:-) 0
+862 bored of speed dating? try speedchat, txt speedchat to 80155, if you don't like em txt swap and get a new chatter! chat80155 pobox36504w45wq 150p/msg rcd 16 1
+863 nt yet chikku..simple habba..hw abt u? 0
+864 xy trying smth now. u eat already? we havent... 0
+865 do you know where my lab goggles went 0
+866 its a part of checking iq 0
+867 or u ask they all if next sat can a not. if all of them can make it then i'm ok lor. 0
+868 i don't know u and u don't know me. send chat to 86688 now and let's find each other! only 150p/msg rcvd. hg/suite342/2lands/row/w1j6hl ldn. 18 years or over. 1
+869 ok i thk i got it. then u wan me 2 come now or wat? 0
+870 thanks for your ringtone order, reference number x29. your mobile will be charged 4.50. should your tone not arrive please call customer services 09065989180 1
+871 \hello-/@drivby-:0quit edrunk sorry iff pthis makes no senrd-dnot no how ^ dancce 2 drum n basq!ihave fun 2nhite x ros xxxxxxx\"" 0
+872 today is sorry day.! if ever i was angry with you, if ever i misbehaved or hurt you? plz plz just slap urself bcoz, its ur fault, i'm basically good 0
+873 did you stitch his trouser 0
+874 then u ask darren go n pick u lor... but i oso sian tmr haf 2 meet lect... 0
+875 i told that am coming on wednesday. 0
+876 hmmm:)how many players selected? 0
+877 who u talking about? 0
+878 ok... sweet dreams... 0
+879 actually fuck that, just do whatever, do find an excuse to be in tampa at some point before january though 0
+880 probably gonna swing by in a wee bit 0
+881 yeah if we do have to get a random dude we need to change our info sheets to party <#> /7 never study just to be safe 0
+882 k so am i, how much for an 8th? fifty? 0
+883 hi kindly give us back our documents which we submitted for loan from stapati 0
+884 you can never do nothing 0
+885 oh yeah! and my diet just flew out the window 0
+886 oh...i asked for fun. haha...take care. ?_ 0
+887 gud ni8.swt drms.take care 0
+888 save yourself the stress. if the person has a dorm account, just send your account details and the money will be sent to you. 0
+889 da is good good player.why he is unsold. 0
+890 you might want to pull out more just in case and just plan on not spending it if you can, i don't have much confidence in derek and taylor's money management 0
+891 sitting in mu waiting for everyone to get out of my suite so i can take a shower 0
+892 good afternoon, my love ! any job prospects ? are you missing me ? what do you do ? are you being lazy and bleak, hmmm ? or happy and filled with my love ? 0
+893 i am literally in bed and have been up for like <#> hours 0
+894 ok da, i already planned. i wil pick you. 0
+895 oh unintentionally not bad timing. great. fingers the trains play along! will give fifteen min warning. 0
+896 mm i had my food da from out 0
+897 hot live fantasies call now 08707509020 just 20p per min ntt ltd, po box 1327 croydon cr9 5wb 0870 is a national rate call 1
+898 alright i have a new goal now 0
+899 i sent lanre fakeye's eckankar details to the mail box 0
+900 i'm at work. please call 0
+901 omg if its not one thing its another. my cat has worms :/ when does this bad day end? 0
+902 excellent! are you ready to moan and scream in ecstasy? 0
+903 they did't play one day last year know even though they have very good team.. like india. 0
+904 hui xin is in da lib. 0
+905 i got a call from a landline number. . . i am asked to come to anna nagar . . . i will go in the afternoon 0
+906 i'm going 4 lunch now wif my family then aft dat i go str 2 orchard lor. 0
+907 yo carlos, a few friends are already asking me about you, you working at all this weekend? 0
+908 i'm in a meeting, call me later at 0
+909 got it! it looks scrumptious... daddy wants to eat you all night long! 0
+910 no my blankets are sufficient, thx 0
+911 dear how you. are you ok? 0
+912 that seems unnecessarily hostile 0
+913 single line with a big meaning::::: \miss anything 4 ur \"best life\" but 0
+914 finally it has happened..! aftr decades..! beer is now cheaper than petrol! the goverment expects us to \drink\". . . but don't \"drive \"" 0
+915 can you pls pls send me a mail on all you know about relatives coming to deliver here? all you know about costs, risks, benefits and anything else. thanks. 0
+916 in work now. going have in few min. 0
+917 i am not sure about night menu. . . i know only about noon menu 0
+918 she just broke down a list of reasons why nobody's in town and i can't tell if she's being sarcastic or just faggy 0
+919 goodmorning,my grandfather expired..so am on leave today. 0
+920 jade its paul. y didn??t u txt me? do u remember me from barmed? i want 2 talk 2 u! txt me 0
+921 thanks for your subscription to ringtone uk your mobile will be charged ??5/month please confirm by replying yes or no. if you reply no you will not be charged 1
+922 babes i think i got ur brolly i left it in english wil bring it in 2mrw 4 u luv franxx 0
+923 double eviction this week - spiral and michael and good riddance to them! 0
+924 mum ask ?_ to buy food home... 0
+925 hey you around? i've got enough for a half + the ten i owe you 0
+926 just taste fish curry :-p 0
+927 i really need 2 kiss u i miss u my baby from ur baby 4eva 0
+928 re your call; you didn't see my facebook huh? 0
+929 win: we have a winner! mr. t. foley won an ipod! more exciting prizes soon, so keep an eye on ur mobile or visit www.win-82050.co.uk 1
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+931 talk to g and x about that 0
+932 waqt se pehle or naseeb se zyada kisi ko kuch nahi milta,zindgi wo nahi he jo hum sochte hai zindgi wo hai jo ham jeetey hai.......... 0
+933 lol what happens in vegas stays in vegas 0
+934 get 3 lions england tone, reply lionm 4 mono or lionp 4 poly. 4 more go 2 www.ringtones.co.uk, the original n best. tones 3gbp network operator rates apply 1
+935 only saturday and sunday holiday so its very difficult:) 0
+936 wait that's still not all that clear, were you not sure about me being sarcastic or that that's why x doesn't want to live with us 0
+937 k..give back my thanks. 0
+938 u calling me right? call my hand phone... 0
+939 six chances to win cash! from 100 to 20,000 pounds txt> csh11 and send to 87575. cost 150p/day, 6days, 16+ tsandcs apply reply hl 4 info 1
+940 yo we are watching a movie on netflix 0
+941 <forwarded from 21870000>hi - this is your mailbox messaging sms alert. you have 40 matches. please call back on 09056242159 to retrieve your messages and matches cc100p/min 1
+942 wot u up 2 u weirdo? 0
+943 thanks and ! or bomb and date as my phone wanted to say! 0
+944 burger king - wanna play footy at a top stadium? get 2 burger king before 1st sept and go large or super with coca-cola and walk out a winner 1
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+947 night has ended for another day, morning has come in a special way. may you smile like the sunny rays and leaves your worries at the blue blue bay. gud mrng 0
+948 were gonna go get some tacos 0
+949 a gram usually runs like <#> , a half eighth is smarter though and gets you almost a whole second gram for <#> 0
+950 all will come alive.better correct any good looking figure there itself.. 0
+951 1000's of girls many local 2 u who r virgins 2 this & r ready 2 4fil ur every sexual need. can u 4fil theirs? text cute to 69911(??1.50p. m) 1
+952 imagine life without me... see.. how fast u are searching me?don't worry.. l'm always there to disturb u.. goodnoon..:) 0
+953 i will come tomorrow di 0
+954 i cant pick the phone right now. pls send a message 0
+955 pls dont restrict her from eating anythin she likes for the next two days. 0
+956 no got new job at bar in airport on satsgettin 4.47per hour but means no lie in! keep in touch 0
+957 er mw im filled tuth is aight 0
+958 ok. very good. its all about making that money. 0
+959 come aftr <decimal> ..now i m cleaning the house 0
+960 teach me apps da. when you come to college. 0
+961 howz that persons story 0
+962 i attended but nothing is there. 0
+963 lol i would but my mom would have a fit and tell the whole family how crazy and terrible i am 0
+964 email alertfrom: jeri stewartsize: 2kbsubject: low-cost prescripiton drvgsto listen to email call 123 1
+965 free for 1st week! no1 nokia tone 4 ur mob every week just txt nokia to 8007 get txting and tell ur mates www.getzed.co.uk pobox 36504 w45wq norm150p/tone 16+ 1
+966 yo im right by yo work 0
+967 princess, i like to make love <#> times per night. hope thats not a problem! 0
+968 ?? wait 4 me in sch i finish ard 5.. 0
+969 we tried to call you re your reply to our sms for a video mobile 750 mins unlimited text free camcorder reply or call now 08000930705 del thurs 1
+970 i just really need shit before tomorrow and i know you won't be awake before like 6 0
+971 anything lar... 0
+972 raji..pls do me a favour. pls convey my birthday wishes to nimya. pls. today is her birthday. 0
+973 u reach orchard already? u wan 2 go buy tickets first? 0
+974 hi its in durban are you still on this number 0
+975 hi. wk been ok - on hols now! yes on for a bit of a run. forgot that i have hairdressers appointment at four so need to get home n shower beforehand. does that cause prob for u? 0
+976 i have a sore throat. it's scratches when i talk 0
+977 the message sent is askin for <#> dollars. shoul i pay <#> or <#> ? 0
+978 hi, can i please get a <#> dollar loan from you. i.ll pay you back by mid february. pls. 0
+979 if he started searching he will get job in few days.he have great potential and talent. 0
+980 what are your new years plans? 0
+981 s...from the training manual it show there is no tech process:)its all about password reset and troubleshooting:) 0
+982 well, i'm glad you didn't find it totally disagreeable ... lol 0
+983 i can make lasagna for you... vodka... 0
+984 hey darlin.. i can pick u up at college if u tell me wen & where 2 mt.. love pete xx 0
+985 i have 2 docs appointments next week.:/ i'm tired of them shoving stuff up me. ugh why couldn't i have had a normal body? 0
+986 you have won a guaranteed ??1000 cash or a ??2000 prize. to claim yr prize call our customer service representative on 08714712394 between 10am-7pm 1
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+988 sms services. for your inclusive text credits, pls goto www.comuk.net login= 3qxj9 unsubscribe with stop, no extra charge. help 08702840625.comuk. 220-cm2 9ae 1
+989 thx. all will be well in a few months 0
+990 a guy who gets used but is too dumb to realize it. 0
+991 :) 0
+992 i luv u soo much u don??t understand how special u r 2 me ring u 2morrow luv u xxx 0
+993 the <#> g that i saw a few days ago, the guy wants sell wifi only for <#> and with 3g for <#> . that's why i blanked him. 0
+994 hello my boytoy ... geeee i miss you already and i just woke up. i wish you were here in bed with me, cuddling me. i love you ... 0
+995 december only! had your mobile 11mths+? you are entitled to update to the latest colour camera mobile for free! call the mobile update co free on 08002986906 1
+996 lol. well quality aint bad at all so i aint complaining 0
+997 you aren't coming home between class, right? i need to work out and shower! 0
+998 i dont want to hear anything 0
+999 dad wanted to talk about the apartment so i got a late start, omw now 0
+1000 u coming 2 pick me? 0
+1001 hey they r not watching movie tonight so i'll prob b home early... 0
+1002 nvm it's ok... 0
+1003 4mths half price orange line rental & latest camera phones 4 free. had your phone 11mths ? call mobilesdirect free on 08000938767 to update now! or2stoptxt 1
+1004 congrats. that's great. i wanted to tell you not to tell me your score cos it might make me relax. but its motivating me so thanks for sharing 0
+1005 please don't text me anymore. i have nothing else to say. 0
+1006 yar lor actually we quite fast... cos da ge slow wat... haha... 0
+1007 yeah, i'll leave in a couple minutes & let you know when i get to mu 0
+1008 lookatme!: thanks for your purchase of a video clip from lookatme!, you've been charged 35p. think you can do better? why not send a video in a mmsto 32323. 1
+1009 so u workin overtime nigpun? 0
+1010 have a good evening! ttyl 0
+1011 dad went out oredi... 0
+1012 wat would u like 4 ur birthday? 0
+1013 go fool dont cheat others ok 0
+1014 it so happens that there r 2waxsto do wat you want. she can come and ill get her medical insurance. and she'll be able to deliver and have basic care. i'm currently shopping for the right medical insurance for her. so just give me til friday morning. thats when i.ll see the major person that can guide me to the right insurance. 0
+1015 from next month get upto 50% more calls 4 ur standard network charge 2 activate call 9061100010 c wire3.net 1st4terms pobox84 m26 3uz cost ??1.50 min mobcudb more 1
+1016 never blame a day in ur life. good days give u happiness. bad days give u experience. both are essential in life! all are gods blessings! good morning.: 0
+1017 on ma way to school. can you pls send me ashley's number 0
+1018 he says hi and to get your ass back to south tampa (preferably at a kegger) 0
+1019 not a drop in the tank 0
+1020 hi dis is yijue i would be happy to work wif ?_ all for gek1510... 0
+1021 take care and sleep well.you need to learn to change in life.you only need to get convinced on that.i will wait but no more conversations between us.get convinced by that time.your family is over for you in many senses.respect them but not overemphasise.or u have no role in my life. 0
+1022 going to join tomorrow. 0
+1023 oops my phone died and i didn't even know. yeah i like it better. 0
+1024 k, jason says he's gonna be around so i'll be up there around <#> 0
+1025 did you see that film:) 0
+1026 ok try to do week end course in coimbatore. 0
+1027 yun ah.the ubi one say if ?_ wan call by tomorrow.call 67441233 look for irene.ere only got bus8,22,65,61,66,382. ubi cres,ubi tech park.6ph for 1st 5wkg days.??n 0
+1028 that seems unnecessarily affectionate 0
+1029 i.ll always be there, even if its just in spirit. i.ll get a bb soon. just trying to be sure i need it. 0
+1030 havent still waitin as usual... ?? come back sch oredi? 0
+1031 lol ... i knew that .... i saw him in the dollar store 0
+1032 are you staying in town ? 0
+1033 why did i wake up on my own >:( 0
+1034 is ur paper today in e morn or aft? 0
+1035 private! your 2003 account statement for shows 800 un-redeemed s. i. m. points. call 08718738002 identifier code: 48922 expires 21/11/04 1
+1036 ok lor... but buy wat? 0
+1037 well obviously not because all the people in my cool college life went home ;_; 0
+1038 wrong phone! this phone! i answer this one but assume the other is people i don't well 0
+1039 no prob. i will send to your email. 0
+1040 freemsg hi baby wow just got a new cam moby. wanna c a hot pic? or fancy a chat?im w8in 4utxt / rply chat to 82242 hlp 08712317606 msg150p 2rcv 1
+1041 naughty little thought: 'its better to flirt, flirt n flirt, rather than loving someone n gettin hurt, hurt n hurt...:-) gud nyt 0
+1042 u know we watchin at lido? 0
+1043 why do you ask princess? 0
+1044 solve d case : a man was found murdered on <decimal> . <#> afternoon. 1,his wife called police. 2,police questioned everyone. 3,wife: sir,i was sleeping, when the murder took place. 4.cook: i was cooking. 5.gardener: i was picking vegetables. 6.house-maid: i went 2 d post office. 7.children: we went 2 play. 8.neighbour: we went 2 a marriage. police arrested d murderer immediately. who's it? reply with reason, if u r brilliant. 0
+1045 500 new mobiles from 2004, must go! txt: nokia to no: 89545 & collect yours today!from only ??1 www.4-tc.biz 2optout 087187262701.50gbp/mtmsg18 txtauction 1
+1046 aight will do, thanks again for comin out 0
+1047 gudnite....tc...practice going on 0
+1048 sorry im stil fucked after last nite went tobed at 430 got up 4 work at 630 0
+1049 i'm there and i can see you, but you can't see me ? maybe you should reboot ym ? i seen the buzz 0
+1050 hows the champ just leaving glasgow! 0
+1051 u have a secret admirer who is looking 2 make contact with u-find out who they r*reveal who thinks ur so special-call on 09058094565 1
+1052 that's a shame! maybe cld meet for few hrs tomo? 0
+1053 i am not having her number sir 0
+1054 a ??400 xmas reward is waiting for you! our computer has randomly picked you from our loyal mobile customers to receive a ??400 reward. just call 09066380611 1
+1055 yalru lyfu astne chikku.. bt innu mundhe lyf ali halla ke bilo (marriage)program edhae, so lyf is nt yet ovr chikku..ali vargu lyfu meow meow:-d 0
+1056 evening * v good if somewhat event laden. will fill you in, don't you worry ??_ head * ok but throat * wrecked. see you at six then! 0
+1057 which is weird because i know i had it at one point 0
+1058 oh yeah clearly it's my fault 0
+1059 lol well don't do it without me. we could have a big sale together. 0
+1060 i keep ten rs in my shelf:) buy two egg. 0
+1061 * free* polyphonic ringtone text super to 87131 to get your free poly tone of the week now! 16 sn pobox202 nr31 7zs subscription 450pw 1
+1062 can you please send me my aunty's number 0
+1063 \life is nothing wen v get everything\". but \"life is everything wen v miss something \". real value of people wil be realized only in their absence.... gud mrng" 0
+1064 today i'm not workin but not free oso... gee... thgt u workin at ur fren's shop ? 0
+1065 glad to see your reply. 0
+1066 but i'll b going 2 sch on mon. my sis need 2 take smth. 0
+1067 no, i *didn't* mean to post it. i wrote it, and like so many other times i've ritten stuff to you, i let it sit there. it was what i was feeling at the time. i was angry. before i left, i hit send, then stop. it wasn't there. i checked on my phone when i got to my car. it wasn't there. you said you didn't sleep, you were bored. so why wouldn't that be the time to clean, fold laundry, etc.? at least make the bed? 0
+1068 i am at the gas station. go there. 0
+1069 urgent! your mobile number has been awarded with a ??2000 prize guaranteed. call 09058094454 from land line. claim 3030. valid 12hrs only 1
+1070 hey you told your name to gautham ah? 0
+1071 \pete can you please ring meive hardly gotany credit\"" 0
+1072 u sick still can go shopping? 0
+1073 no 1 polyphonic tone 4 ur mob every week! just txt pt2 to 87575. 1st tone free ! so get txtin now and tell ur friends. 150p/tone. 16 reply hl 4info 1
+1074 ok... 0
+1075 good. do you think you could send me some pix? i would love to see your top and bottom... 0
+1076 ya had just now.onion roast. 0
+1077 how dare you stupid. i wont tell anything to you. hear after i wont talk to you:-. 0
+1078 yes watching footie but worried we're going to blow it - phil neville? 0
+1079 package all your programs well 0
+1080 for many things its an antibiotic and it can be used for chest abdomen and gynae infections even bone infections. 0
+1081 i'll pick you up at about 5.15pm to go to taunton if you still want to come. 0
+1082 g says you never answer your texts, confirm/deny 0
+1083 did u get that message 0
+1084 then why no one talking to me 0
+1085 or maybe my fat fingers just press all these buttons and it doesn't know what to do. 0
+1086 tell me again what your address is 0
+1087 well done and ! luv ya all 0
+1088 you should change your fb to jaykwon thuglyfe falconerf 0
+1089 goodmorning, today i am late for 2hrs. because of back pain. 0
+1090 does uncle timi help in clearing cars 0
+1091 i'm so in love with you. i'm excited each day i spend with you. you make me so happy. 0
+1092 now u sound like manky scouse boy steve,like! i is travelling on da bus home.wot has u inmind 4 recreation dis eve? 0
+1093 aiyar hard 2 type. u later free then tell me then i call n scold n tell u. 0
+1094 bored housewives! chat n date now! 0871750.77.11! bt-national rate 10p/min only from landlines! 1
+1095 kay... since we are out already 0
+1096 i would but i'm still cozy. and exhausted from last night.nobody went to school or work. everything is closed. 0
+1097 had your contract mobile 11 mnths? latest motorola, nokia etc. all free! double mins & text on orange tariffs. text yes for callback, no to remove from records 1
+1098 85233 free>ringtone!reply real 1
+1099 really... i tot ur paper ended long ago... but wat u copied jus now got use? u happy lar... i still haf 2 study :-( 0
+1100 its ok, if anybody asks abt me, u tel them..:-p 0
+1101 cmon babe, make me horny, *turn* me on! txt me your fantasy now babe -) im hot, sticky and need you now. all replies cost ??1.50. 2 cancel send stop 1
+1102 aiyo a bit pai seh ?_ noe... scared he dun rem who i am then die... hee... but he become better lookin oredi leh... 0
+1103 urgent! your mobile number *************** won a ??2000 bonus caller prize on 10/06/03! this is the 2nd attempt to reach you! call 09066368753 asap! box 97n7qp, 150ppm 1
+1104 urgent. important information for 02 user. today is your lucky day! 2 find out why , log onto http://www.urawinner.com there is a fantastic surprise awaiting you ! 1
+1105 yup i'm elaborating on the safety aspects and some other issues.. 0
+1106 xclusive@clubsaisai 2morow 28/5 soiree speciale zouk with nichols from paris.free roses 2 all ladies !!! info: 07946746291/07880867867 1
+1107 living is very simple.. loving is also simple.. laughing is too simple.. winning is tooo simple.. but, being 'simple' is very difficult...;-) :-) 0
+1108 ok no prob 0
+1109 ay wana meet on sat??_ wkg on sat? 0
+1110 you have an important customer service announcement. call freephone 0800 542 0825 now! 1
+1111 life spend with someone for a lifetime may be meaningless but a few moments spent with someone who really love you means more than life itself.. 0
+1112 may b approve panalam...but it should have more posts.. 0
+1113 it to 80488. your 500 free text messages are valid until 31 december 2005. 1
+1114 he neva grumble but i sad lor... hee... buy tmr lor aft lunch. but we still meetin 4 lunch tmr a not. neva hear fr them lei. ?? got a lot of work ar? 0
+1115 still in the area of the restaurant. ill try to come back soon 0
+1116 yar he quite clever but aft many guesses lor. he got ask me 2 bring but i thk darren not so willing 2 go. aiya they thk leona still not attach wat. 0
+1117 under the sea, there lays a rock. in the rock, there is an envelope. in the envelope, there is a paper. on the paper, there are 3 words... ' 0
+1118 hi mom we might be back later than <#> 0
+1119 no messages on her phone. i'm holding it now 0
+1120 i know! grumpy old people. my mom was like you better not be lying. then again i am always the one to play jokes... 0
+1121 congrats 2 mobile 3g videophones r yours. call 09063458130 now! videochat wid ur mates, play java games, dload polyph music, noline rentl. bx420. ip4. 5we. 150p 1
+1122 lol yeah at this point i guess not 0
+1123 i am going to sao mu today. will be done only at 12 0
+1124 jamster! to get your free wallpaper text heart to 88888 now! t&c apply. 16 only. need help? call 08701213186. 1
+1125 good afternoon, my love ... how goes your day ? how did you sleep ? i hope your well, my boytoy ... i think of you ... 0
+1126 she.s find. i sent you an offline message to know how anjola's now. 0
+1127 ok u can take me shopping when u get paid =d 0
+1128 lol i know! they're so dramatic. schools already closed for tomorrow. apparently we can't drive in the inch of snow were supposed to get. 0
+1129 ok i'm coming home now. 0
+1130 ok i've sent u da latest version of da project. 0
+1131 <forwarded from 88877>free entry into our ??250 weekly comp just send the word enter to 88877 now. 18 t&c www.textcomp.com 1
+1132 did u download the fring app? 0
+1133 join the uk's horniest dogging service and u can have sex 2nite!. just sign up and follow the instructions. txt entry to 69888 now! nyt.ec2a.3lp.msg@150p 1
+1134 let me know when you've got the money so carlos can make the call 0
+1135 dunno y u ask me. 0
+1136 whos this am in class:-) 0
+1137 he fucking chickened out. he messaged me he would be late and woould buzz me and then i didn't hear a word from him 0
+1138 its hard to believe things like this. all can say lie but think twice before saying anything to me. 0
+1139 no. 1 nokia tone 4 ur mob every week! just txt nok to 87021. 1st tone free ! so get txtin now and tell ur friends. 150p/tone. 16 reply hl 4info 1
+1140 i cant pick the phone right now. pls send a message 0
+1141 got hella gas money, want to go on a grand nature adventure with galileo in a little bit? 0
+1142 4mths half price orange line rental & latest camera phones 4 free. had your phone 11mths ? call mobilesdirect free on 08000938767 to update now! or2stoptxt 1
+1143 so that takes away some money worries 0
+1144 gumby's has a special where a <#> \ cheese pizza is $2 so i know what we're doin tonight" 0
+1145 customer place i will call you 0
+1146 sir, you will receive the account no another 1hr time. sorry for the delay. 0
+1147 aight, i should be there by 8 at the latest, probably closer to 7. are jay and tyler down or should we just do two trips? 0
+1148 early bird! any purchases yet? 0
+1149 sorry, i'll call later 0
+1150 beautiful truth against gravity.. read carefully: \our heart feels light when someone is in it.. but it feels very heavy when someone leaves it..\" good night" 0
+1151 that way transport is less problematic than on sat night. by the way, if u want to ask n to join my bday, feel free. but need to know definite nos as booking on fri. 0
+1152 same as kallis dismissial in 2nd test:-). 0
+1153 yes i think so. i am in office but my lap is in room i think thats on for the last few days. i didnt shut that down 0
+1154 eh sorry leh... i din c ur msg. not sad already lar. me watching tv now. u still in office? 0
+1155 good evening sir, al salam wahleykkum.sharing a happy news.by the grace of god, i got an offer from tayseer,tissco and i joined.hope you are fine.inshah allah,meet you sometime.rakhesh,visitor from india. 0
+1156 * was a nice day and, impressively, i was sensible, went home early and now feel fine. or am i just boring?! when's yours, i can't remember. 0
+1157 yup next stop. 0
+1158 what makes you most happy? 0
+1159 okie... thanx... 0
+1160 adult 18 content your video will be with you shortly 1
+1161 really good:)dhanush rocks once again:) 0
+1162 tell them no need to investigate about me anywhere. 0
+1163 waiting in e car 4 my mum lor. u leh? reach home already? 0
+1164 no rushing. i'm not working. i'm in school so if we rush we go hungry. 0
+1165 aww that's the first time u said u missed me without asking if i missed u first. you do love me! :) 0
+1166 call me da, i am waiting for your call. 0
+1167 no..jst change tat only.. 0
+1168 you are awarded a sipix digital camera! call 09061221061 from landline. delivery within 28days. t cs box177. m221bp. 2yr warranty. 150ppm. 16 . p p??3.99 1
+1169 hi! this is roger from cl. how are you? 0
+1170 no it will reach by 9 only. she telling she will be there. i dont know 0
+1171 are you in castor? you need to see something 0
+1172 all sounds good. fingers . makes it difficult to type 0
+1173 last chance! claim ur ??150 worth of discount vouchers today! text shop to 85023 now! savamob, offers mobile! t cs savamob pobox84, m263uz. ??3.00 sub. 16 1
+1174 \response\" is one of d powerful weapon 2 occupy a place in others 'heart'... so 0
+1175 alright we'll bring it to you, see you in like <#> mins 0
+1176 well i might not come then... 0
+1177 at the funeral home with audrey and dad 0
+1178 can not use foreign stamps in this country. good lecture . 0
+1179 yeah that'd pretty much be the best case scenario 0
+1180 i can't describe how lucky you are that i'm actually awake by noon 0
+1181 ok... let u noe when i leave my house. 0
+1182 its not the same here. still looking for a job. how much do ta's earn there. 0
+1183 noice. text me when you're here 0
+1184 looks like u wil b getting a headstart im leaving here bout 2.30ish but if u r desperate for my company i could head in earlier-we were goin to meet in rummer. 0
+1185 1) go to write msg 2) put on dictionary mode 3)cover the screen with hand, 4)press <#> . 5)gently remove ur hand.. its interesting..:) 0
+1186 have you always been saying welp? 0
+1187 pls come quick cant bare this. 0
+1188 two teams waiting for some players 0
+1189 as per your request 'melle melle (oru minnaminunginte nurungu vettam)' has been set as your callertune for all callers. press *9 to copy your friends callertune 0
+1190 good morning plz call me sir 0
+1191 hi! you just spoke to maneesha v. we'd like to know if you were satisfied with the experience. reply toll free with yes or no. 0
+1192 as a registered optin subscriber ur draw 4 ??100 gift voucher will be entered on receipt of a correct ans to 80062 whats no1 in the bbc charts 1
+1193 ever green quote ever told by jerry in cartoon \a person who irritates u always is the one who loves u vry much but fails to express it...!..!! :-) :-) gud nyt" 0
+1194 :-( that's not v romantic! 0
+1195 i surely dont forgot to come:)i will always be in touch in with you:-) 0
+1196 no i'm not. i can't give you everything you want and need. you actually could do better for yourself on yor own--you've got more money than i do. i can't get work, i can't get a man, i can't pay the rent, i can't even fill my fucking gas tank. yes, i'm stressed and depressed. i didn't even call home for thanksgiving cuz i'll have to tell them i,m up to nothing. 0
+1197 sorry,in meeting i'll call later 0
+1198 when is school starting. where will you stay. what's the weather like. and the food. do you have a social support system like friends in the school. all these things are important. 0
+1199 dunno leh cant remember mayb lor. so wat time r we meeting tmr? 0
+1200 loan for any purpose ??500 - ??75,000. homeowners + tenants welcome. have you been previously refused? we can still help. call free 0800 1956669 or text back 'help' 1
+1201 i'm vivek:)i got call from your number. 0
+1202 omg i want to scream. i weighed myself and i lost more weight! woohoo! 0
+1203 my love ... i hope your not doing anything drastic. don't you dare sell your pc or your phone ... 0
+1204 huh... hyde park not in mel ah, opps, got confused... anyway, if tt's e best choice den we juz have to take it... 0
+1205 do you think i can move <#> in a week 0
+1206 some are lasting as much as 2 hours. you might get lucky. 0
+1207 oh ok i didnt know what you meant. yep i am baby jontin 0
+1208 how abt making some of the pics bigger? 0
+1209 mmmm.... i cant wait to lick it! 0
+1210 your opinion about me? 1. over 2. jada 3. kusruthi 4. lovable 5. silent 6. spl character 7. not matured 8. stylish 9. simple pls reply.. 0
+1211 todays vodafone numbers ending with 0089(my last four digits) are selected to received a ??350 award. if your number matches please call 09063442151 to claim your ??350 award 1
+1212 yes:)from last week itself i'm taking live call. 0
+1213 08714712388 between 10am-7pm cost 10p 1
+1214 a bit of ur smile is my hppnss, a drop of ur tear is my sorrow, a part of ur heart is my life, a heart like mine wil care for u, forevr as my goodfriend 0
+1215 you won't believe it but it's true. it's incredible txts! reply g now to learn truly amazing things that will blow your mind. from o2fwd only 18p/txt 1
+1216 i thk 530 lor. but dunno can get tickets a not. wat u doing now? 0
+1217 in case you wake up wondering where i am, i forgot i have to take care of something for grandma today, should be done before the parade 0
+1218 no da:)he is stupid da..always sending like this:)don believe any of those message.pandy is a mental:) 0
+1219 check audrey's status right now 0
+1220 fyi i'm gonna call you sporadically starting at like <#> bc we are not not doin this shit 0
+1221 i want to be there so i can kiss you and feel you next to me 0
+1222 -pls stop bootydelious (32/f) is inviting you to be her friend. reply yes-434 or no-434 see her: www.sms.ac/u/bootydelious stop? send stop frnd to 62468 1
+1223 \not enufcredeit tocall.shall ileave uni at 6 +get a bus to yor house?\"" 0
+1224 the house is on the water with a dock, a boat rolled up with a newscaster who dabbles in jazz flute behind the wheel 0
+1225 i can ask around but there's not a lot in terms of mids up here 0
+1226 nothing much, chillin at home. any super bowl plan? 0
+1227 i???m parked next to a mini!!!! when are you coming in today do you think? 0
+1228 it???s ??6 to get in, is that ok? 0
+1229 1.20 that call cost. which i guess isnt bad. miss ya, need ya, want ya, love ya 0
+1230 i know complain num only..bettr directly go to bsnl offc nd apply for it.. 0
+1231 i am going to bed now prin 0
+1232 u can win ??100 of music gift vouchers every week starting now txt the word draw to 87066 tscs www.idew.com skillgame, 1winaweek, age16. 150ppermesssubscription 1
+1233 oh just getting even with u.... u? 0
+1234 3 pa but not selected. 0
+1235 how. its a little difficult but its a simple way to enter this place 0
+1236 honeybee said: *i'm d sweetest in d world* god laughed & said: *wait,u havnt met d person reading this msg* moral: even god can crack jokes! gm+gn+ge+gn:) 0
+1237 alright we're hooked up, where you guys at 0
+1238 hi shanil,rakhesh here.thanks,i have exchanged the uncut diamond stuff.leaving back. excellent service by dino and prem. 0
+1239 ?? come lt 25 n pass to me lar 0
+1240 no let me do the math. your not good at it. 0
+1241 i doubt you could handle 5 times per night in any case... 0
+1242 hi i won't b ard 4 christmas. but do enjoy n merry x'mas. 0
+1243 lol ... no just was busy 0
+1244 sorry, i'll call later ok bye 0
+1245 oh ok.. 0
+1246 can't. i feel nauseous. i'm so pissed. i didn't eat any sweets all week cause today i was planning to pig out. i was dieting all week. and now i'm not hungry :/ 0
+1247 we have sent jd for customer service cum accounts executive to ur mail id, for details contact us 0
+1248 congratulations u can claim 2 vip row a tickets 2 c blu in concert in november or blu gift guaranteed call 09061104276 to claim ts&cs www.smsco.net cost??3.75max 1
+1249 also remember the beads don't come off. ever. 0
+1250 get me out of this dump heap. my mom decided to come to lowes. boring. 0
+1251 i love to wine and dine my lady! 0
+1252 i dnt wnt to tlk wid u 0
+1253 i cant pick the phone right now. pls send a message 0
+1254 well, i meant as opposed to my drunken night of before 0
+1255 now get step 2 outta the way. congrats again. 0
+1256 awesome, think we can get an 8th at usf some time tonight? 0
+1257 well you told others you'd marry them... 0
+1258 this pain couldn't have come at a worse time. 0
+1259 dear :-/ why you mood off. i cant drive so i brother to drive 0
+1260 well the weather in cali's great. but its complexities are great. you need a car to move freely, its taxes are outrageous. but all in all its a great place. the sad part is i missing home. 0
+1261 okie 0
+1262 what r u cooking me for dinner? 0
+1263 happy new years melody! 0
+1264 yeah probably, i still gotta check out with leo 0
+1265 where @ 0
+1266 my life means a lot to me, not because i love my life, but because i love the people in my life, the world calls them friends, i call them my world:-).. ge:-).. 0
+1267 shopping? eh ger i toking abt syd leh...haha 0
+1268 thanx 4 the time we??ve spent 2geva, its bin mint! ur my baby and all i want is u!xxxx 0
+1269 please protect yourself from e-threats. sib never asks for sensitive information like passwords,atm/sms pin thru email. never share your password with anybody. 0
+1270 did u find a sitter for kaitlyn? i was sick and slept all day yesterday. 0
+1271 pls speak with me. i wont ask anything other then you friendship. 0
+1272 i think the other two still need to get cash but we can def be ready by 9 0
+1273 not yet had..ya sapna aunty manege y'day hogidhe..chinnu full weak and swalpa black agidhane.. 0
+1274 for my family happiness.. 0
+1275 thank you for calling.forgot to say happy onam to you sirji.i am fine here and remembered you when i met an insurance person.meet you in qatar insha allah.rakhesh, ex tata aig who joined tissco,tayseer. 0
+1276 sending you greetings of joy and happiness. do have a gr8 evening 0
+1277 feel yourself that you are always happy.. slowly it becomes your habit & finally it becomes part of your life.. follow it.. happy morning & have a happy day:) 0
+1278 so why didnt you holla? 0
+1279 is it your yahoo boys that bring in the perf? or legal. 0
+1280 dorothy@kiefer.com (bank of granite issues strong-buy) explosive pick for our members *****up over 300% *********** nasdaq symbol cdgt that is a $5.00 per.. 1
+1281 k.k..how is your sister kids? 0
+1282 roger that. we???re probably going to rem in about 20 0
+1283 yeah sure, give me a couple minutes to track down my wallet 0
+1284 what happen dear. why you silent. i am tensed 0
+1285 don't b floppy... b snappy & happy! only gay chat service with photo upload call 08718730666 (10p/min). 2 stop our texts call 08712460324 1
+1286 easy ah?sen got selected means its good.. 0
+1287 wen ur lovable bcums angry wid u, dnt take it seriously.. coz being angry is d most childish n true way of showing deep affection, care n luv!.. kettoda manda... have nice day da. 0
+1288 fine i miss you very much. 0
+1289 latest news! police station toilet stolen, cops have nothing to go on! 1
+1290 very strange. and are watching the 2nd one now but i'm in bed. sweet dreams, miss u 0
+1291 do 1 thing! change that sentence into: \because i want 2 concentrate in my educational career im leaving here..\"" 0
+1292 no problem. we will be spending a lot of quality time together... 0
+1293 double mins and txts 4 6months free bluetooth on orange. available on sony, nokia motorola phones. call mobileupd8 on 08000839402 or call2optout/n9dx 1
+1294 i'm back & we're packing the car now, i'll let you know if there's room 0
+1295 well keep in mind i've only got enough gas for one more round trip barring a sudden influx of cash 0
+1296 cashbin.co.uk (get lots of cash this weekend!) www.cashbin.co.uk dear welcome to the weekend we have got our biggest and best ever cash give away!! these.. 1
+1297 raji..pls do me a favour. pls convey my birthday wishes to nimya. pls. today is her birthday. 0
+1298 cool, want me to go to kappa or should i meet you outside mu 0
+1299 hey, a guy i know is breathing down my neck to get him some bud, anyway you'd be able to get a half track to usf tonight? 0
+1300 nothing. can... 0
+1301 you can donate ??2.50 to unicef's asian tsunami disaster support fund by texting donate to 864233. ??2.50 will be added to your next bill 1
+1302 dont let studying stress you out. l8r. 0
+1303 can you talk with me.. 0
+1304 dear where you will be when i reach there 0
+1305 yar lor... how u noe? u used dat route too? 0
+1306 umma. did she say anything 0
+1307 what's a feathery bowa? is that something guys have that i don't know about? 0
+1308 neft transaction with reference number <#> for rs. <decimal> has been credited to the beneficiary account on <#> at <time> : <#> 0
+1309 mmmmmm ... i love you,so much, ahmad ... i can't wait for this year to begin as every second takes me closer to being at your side. happy new year, my love!! 0
+1310 from here after the performance award is calculated every two month.not for current one month period.. 0
+1311 i don't want you to leave. but i'm barely doing what i can to stay sane. fighting with you constantly isn't helping. 0
+1312 no it's waiting in e car dat's bored wat. cos wait outside got nothing 2 do. at home can do my stuff or watch tv wat. 0
+1313 his frens go then he in lor. not alone wif my mum n sis lor. 0
+1314 am okay. will soon be over. all the best 0
+1315 free 1st week entry 2 textpod 4 a chance 2 win 40gb ipod or ??250 cash every wk. txt pod to 84128 ts&cs www.textpod.net custcare 08712405020. 1
+1316 he says hi and to get your ass back to south tampa (preferably at a kegger) 0
+1317 honey ? sweetheart ? darling ? sexy buns ? sugar plum ? loverboy ? i miss you, boytoy ... *smacks your ass* did you go to the gym too ? 0
+1318 po de :-):):-):-):-). no need job aha. 0
+1319 one of the joys in lifeis waking up each daywith thoughts that somewheresomeone cares enough tosend a warm morning greeting.. - 0
+1320 have * good weekend. 0
+1321 just re read it and i have no shame but tell me how he takes it and if he runs i will blame u 4 ever!! not really 4 ever just a long time 0
+1322 oh k k:)but he is not a big hitter.anyway good 0
+1323 hey girl. how r u? hope u r well me an del r bak! again long time no c! give me a call sum time from lucyxx 0
+1324 plz note: if anyone calling from a mobile co. & asks u to type # <#> or # <#> . do not do so. disconnect the call,coz it iz an attempt of 'terrorist' to make use of the sim card no. itz confirmd by nokia n motorola n has been verified by cnn ibn. 0
+1325 they released another italian one today and it has a cosign option 0
+1326 shop till u drop, is it you, either 10k, 5k, ??500 cash or ??100 travel voucher, call now, 09064011000. ntt po box cr01327bt fixedline cost 150ppm mobile vary 1
+1327 thanks for your message. i really appreciate your sacrifice. i'm not sure of the process of direct pay but will find out on my way back from the test tomorrow. i'm in class now. do have a wonderful day. 0
+1328 someone has contacted our dating service and entered your phone because they fancy you! to find out who it is call from a landline 09111032124 . pobox12n146tf150p 1
+1329 i guess that's why you re worried. you must know that there's a way the body repairs itself. and i'm quite sure you shouldn't worry. we'll take it slow. first the tests, they will guide when your ovulation is then just relax. nothing you've said is a reason to worry but i.ll keep on followin you up. 0
+1330 <decimal> m but its not a common car here so its better to buy from china or asia. or if i find it less expensive. i.ll holla 0
+1331 ok... 0
+1332 night has ended for another day, morning has come in a special way. may you smile like the sunny rays and leaves your worries at the blue blue bay. gud mrng 0
+1333 meet you in corporation st outside gap ??_ you can see how my mind is working! 0
+1334 even if he my friend he is a priest call him now 0
+1335 wife.how she knew the time of murder exactly 0
+1336 if you want to mapquest it or something look up \usf dogwood drive\" 0
+1337 oh ok.. wat's ur email? 0
+1338 want 2 get laid tonight? want real dogging locations sent direct 2 ur mob? join the uk's largest dogging network by txting moan to 69888nyt. ec2a. 31p.msg@150p 1
+1339 just arrived, see you in a couple days <3 0
+1340 it's cool, we can last a little while. getting more any time soon? 0
+1341 company is very good.environment is terrific and food is really nice:) 0
+1342 i can't keep going through this. it was never my intention to run you out, but if you choose to do that rather than keep the room clean so *i* don't have to say no to visitors, then maybe that's the best choice. yes, i wanted you to be embarassed, so maybe you'd feel for once how i feel when i have a friend who wants to drop buy and i have to say no, as happened this morning. i've tried everything. i don't know what else to do. 0
+1343 hey babe, my friend had to cancel, still up for a visit ? 0
+1344 urgent ur awarded a complimentary trip to eurodisinc trav, aco&entry41 or ??1000. to claim txt dis to 87121 18+6*??1.50(morefrmmob. shracomorsglsuplt)10, ls1 3aj 1
+1345 the wine is flowing and i'm i have nevering.. 0
+1346 hi darlin how was work did u get into trouble? ijust talked to your mum all morning! i had a really good time last night im goin out soon but call me if u can 0
+1347 i'm home, my love ... if your still awake ... *loving kiss* 0
+1348 i'm in chennai velachery:) 0
+1349 was doing my test earlier. i appreciate you. will call you tomorrow. 0
+1350 lol you won't feel bad when i use her money to take you out to a steak dinner =d 0
+1351 me too watching surya movie only. . .after 6 pm vijay movie pokkiri 0
+1352 i hope your pee burns tonite. 0
+1353 depends on where u going lor. 0
+1354 i like you peoples very much:) but am very shy pa. 0
+1355 i'm at work. please call 0
+1356 i actually did for the first time in a while. i went to bed not too long after i spoke with you. woke up at 7. how was your night? 0
+1357 just glad to be talking to you. 0
+1358 what year. and how many miles. 0
+1359 you have won a nokia 7250i. this is what you get when you win our free auction. to take part send nokia to 86021 now. hg/suite342/2lands row/w1jhl 16+ 1
+1360 having lunch:)you are not in online?why? 0
+1361 he's just gonna worry for nothing. and he won't give you money its no use. 0
+1362 ok enjoy . r u there in home. 0
+1363 good morning princess! how are you? 0
+1364 i was at bugis juz now wat... but now i'm walking home oredi... ?? so late then reply... i oso saw a top dat i like but din buy... where r ?_ now? 0
+1365 nobody names their penis a girls name this story doesn't add up at all 0
+1366 lol i know! hey someone did a great inpersonation of flea on the forums. i love it! 0
+1367 yeah, probably earlier than that 0
+1368 arun can u transfr me d amt 0
+1369 ok k..sry i knw 2 siva..tats y i askd.. 0
+1370 yup but not studying surfing lor. i'm in e lazy mode today. 0
+1371 nan sonathaya soladha. why boss? 0
+1372 i am sorry it hurt you. 0
+1373 oh fine, i'll be by tonight 0
+1374 dont gimme that lip caveboy 0
+1375 lol! u drunkard! just doing my hair at d moment. yeah still up 4 tonight. wats the plan? 0
+1376 really do hope the work doesnt get stressful. have a gr8 day. 0
+1377 short but cute : \ be a good person 0
+1378 yes.he have good crickiting mind 0
+1379 so how's the weather over there? 0
+1380 i'm on da bus going home... 0
+1381 not able to do anything. 0
+1382 i'm serious. you are in the money base 0
+1383 well imma definitely need to restock before thanksgiving, i'll let you know when i'm out 0
+1384 dunno da next show aft 6 is 850. toa payoh got 650. 0
+1385 oops i thk i dun haf enuff... i go check then tell ?_.. 0
+1386 its on in engalnd! but telly has decided it won't let me watch it and mia and elliot were kissing! damn it! 0
+1387 ela kano.,il download, come wen ur free.. 0
+1388 i dunno until when... lets go learn pilates... 0
+1389 hi chikku, send some nice msgs 0
+1390 when you and derek done with class? 0
+1391 sent me ur email id soon 0
+1392 yup 0
+1393 sorry, i'll call later 0
+1394 i sent your maga that money yesterday oh. 0
+1395 dude im no longer a pisces. im an aquarius now. 0
+1396 urgent ur awarded a complimentary trip to eurodisinc trav, aco&entry41 or ??1000. to claim txt dis to 87121 18+6*??1.50(morefrmmob. shracomorsglsuplt)10, ls1 3aj 1
+1397 sorry! u can not unsubscribe yet. the mob offer package has a min term of 54 weeks> pls resubmit request after expiry. reply themob help 4 more info 1
+1398 k, can that happen tonight? 0
+1399 i came hostel. i m going to sleep. plz call me up before class. hrishi. 0
+1400 as in i want custom officer discount oh. 0
+1401 realy sorry-i don't recognise this number and am now confused :) who r u please?! 0
+1402 fair enough, anything going on? 0
+1403 please call our customer service representative on freephone 0808 145 4742 between 9am-11pm as you have won a guaranteed ??1000 cash or ??5000 prize! 1
+1404 anything lar then ?_ not going home 4 dinner? 0
+1405 k:)i will give my kvb acc details:) 0
+1406 hey sexy buns! what of that day? no word from you this morning on ym ... :-( ... i think of you 0
+1407 house-maid is the murderer, coz the man was murdered on <#> th january.. as public holiday all govt.instituitions are closed,including post office..understand? 0
+1408 hi , where are you? we're at and they're not keen to go out i kind of am but feel i shouldn't so can we go out tomo, don't mind do you? 0
+1409 ?? mean it's confirmed... i tot they juz say oni... ok then... 0
+1410 i didnt get ur full msg..sometext is missing, send it again 0
+1411 how are you, my love ? are you with your brother ? time to talk english with him ? *grins* say : hey muhommad, penny says hello from across the sea 0
+1412 k...k...yesterday i was in cbe . 0
+1413 great escape. i fancy the bridge but needs her lager. see you tomo 0
+1414 idea will soon get converted to live:) 0
+1415 i'll probably be by tomorrow (or even later tonight if something's going on) 0
+1416 mm not entirely sure i understood that text but hey. ho. which weekend? 0
+1417 what's ur pin? 0
+1418 i am late. i will be there at 0
+1419 sppok up ur mob with a halloween collection of nokia logo&pic message plus a free eerie tone, txt card spook to 8007 1
+1420 o shore are you takin the bus 0
+1421 we're done... 0
+1422 as usual u can call me ard 10 smth. 0
+1423 thanks, i'll keep that in mind 0
+1424 how dare you change my ring 0
+1425 i'll be in sch fr 4-6... i dun haf da book in sch... it's at home... 0
+1426 win a year supply of cds 4 a store of ur choice worth ??500 & enter our ??100 weekly draw txt music to 87066 ts&cs www.ldew.com.subs16+1win150ppmx3 1
+1427 and maybe some pressies 0
+1428 nope i'll come online now.. 0
+1429 give me a sec to think think about it 0
+1430 i shall book chez jules for half eight, if that's ok with you? 0
+1431 msg me when rajini comes. 0
+1432 ur awarded a city break and could win a ??200 summer shopping spree every wk. txt store to 88039 . skilgme. tscs087147403231winawk!age16 ??1.50perwksub 1
+1433 nt only for driving even for many reasons she is called bbd..thts it chikku, then hw abt dvg cold..heard tht vinobanagar violence hw is the condition..and hw ru ? any problem? 0
+1434 sorry de i went to shop. 0
+1435 great! i hope you like your man well endowed. i am <#> inches... 0
+1436 talk with yourself atleast once in a day...!!! otherwise you will miss your best friend in this world...!!! -shakespeare- shesil <#> 0
+1437 as per your request 'maangalyam (alaipayuthe)' has been set as your callertune for all callers. press *9 to copy your friends callertune 0
+1438 you made my day. do have a great day too. 0
+1439 best line said in love: . \i will wait till the day i can forget u or the day u realize that u cannot forget me.\"... gn" 0
+1440 update_now - xmas offer! latest motorola, sonyericsson & nokia & free bluetooth! double mins & 1000 txt on orange. call mobileupd8 on 08000839402 or call2optout/f4q= 1
+1441 i'll text carlos and let you know, hang on 0
+1442 st andre, virgil's cream 0
+1443 awesome, be there in a minute 0
+1444 mm have some kanji dont eat anything heavy ok 0
+1445 congratulations ur awarded 500 of cd vouchers or 125gift guaranteed & free entry 2 100 wkly draw txt music to 87066 1
+1446 no shit, but i wasn't that surprised, so i went and spent the evening with that french guy i met in town here and we fooled around a bit but i didn't let him fuck me 0
+1447 if you mean the website. yes. 0
+1448 aldrine, rakhesh ex rtm here.pls call.urgent. 0
+1449 hi, wkend ok but journey terrible. wk not good as have huge back log of marking to do 0
+1450 new theory: argument wins d situation, but loses the person. so dont argue with ur friends just.. . . . kick them & say, i'm always correct.! 0
+1451 usf i guess, might as well take 1 car 0
+1452 r u here yet? i'm wearing blue shirt n black pants. 0
+1453 no. i dont want to hear anything 0
+1454 ok c ?_ then. 0
+1455 why is that, princess? i bet the brothas are all chasing you! 0
+1456 omw back to tampa from west palm, you hear what happened? 0
+1457 ho ho - big belly laugh! see ya tomo 0
+1458 please dont say like that. hi hi hi 0
+1459 sorry * was at the grocers. 0
+1460 it's really getting me down just hanging around. 0
+1461 well done! your 4* costa del sol holiday or ??5000 await collection. call 09050090044 now toclaim. sae, tcs, pobox334, stockport, sk38xh, cost??1.50/pm, max10mins 1
+1462 urgent! your mobile no 07808726822 was awarded a ??2,000 bonus caller prize on 02/09/03! this is our 2nd attempt to contact you! call 0871-872-9758 box95qu 1
+1463 i went to ur hon lab but no one is there. 0
+1464 dear voucher holder, to claim this weeks offer, at you pc please go to http://www.e-tlp.co.uk/expressoffer ts&cs apply. to stop texts, txt stop to 80062 1
+1465 do u hav any frnd by name ashwini in ur college? 0
+1466 x course it 2yrs. just so her messages on messenger lik you r sending me 0
+1467 i need you to be in my strong arms... 0
+1468 how are you. just checking up on you 0
+1469 nice line said by a broken heart- plz don't cum 1 more times infront of me... other wise once again i ll trust u... good 9t:) 0
+1470 think i could stop by in like an hour or so? my roommate's looking to stock up for a trip 0
+1471 i think asking for a gym is the excuse for lazy people. i jog. 0
+1472 i said its okay. sorry 0
+1473 friendship poem: dear o dear u r not near but i can hear dont get fear live with cheer no more tear u r always my dear. gud ni8 0
+1474 that's y we haf to combine n c how lor... 0
+1475 tick, tick, tick .... where are you ? i could die of loneliness you know ! *pouts* *stomps feet* i need you ... 0
+1476 in sch but neva mind u eat 1st lor.. 0
+1477 gokila is talking with you aha:) 0
+1478 spook up your mob with a halloween collection of a logo & pic message plus a free eerie tone, txt card spook to 8007 zed 08701417012150p per logo/pic 1
+1479 twinks, bears, scallies, skins and jocks are calling now. don't miss the weekend's fun. call 08712466669 at 10p/min. 2 stop texts call 08712460324(nat rate) 1
+1480 aight, i'll hit you up when i get some cash 0
+1481 hi. i'm always online on yahoo and would like to chat with you someday 0
+1482 hi 07734396839 ibh customer loyalty offer: the new nokia6600 mobile from only ??10 at txtauction!txt word:start to no:81151 & get yours now!4t& 1
+1483 water logging in desert. geoenvironmental implications. 0
+1484 are you unique enough? find out from 30th august. www.areyouunique.co.uk 1
+1485 have you ever had one foot before? 0
+1486 now press conference da:) 0
+1487 me sef dey laugh you. meanwhile how's my darling anjie! 0
+1488 when you guys planning on coming over? 0
+1489 india have to take lead:) 0
+1490 probably not, i'm almost out of gas and i get some cash tomorrow 0
+1491 huh y lei... 0
+1492 wherre's my boytoy ? :-( 0
+1493 my uncles in atlanta. wish you guys a great semester. 0
+1494 mmm thats better now i got a roast down me! i??d b better if i had a few drinks down me 2! good indian? 0
+1495 i tot it's my group mate... lucky i havent reply... wat time do ?_ need to leave... 0
+1496 do you want a new video phone? 600 anytime any network mins 400 inclusive video calls and downloads 5 per week free deltomorrow call 08002888812 or reply now 1
+1497 i am in hospital da. . i will return home in evening 0
+1498 \im on gloucesterroad what are uup to later?\"" 0
+1499 well that must be a pain to catch 0
+1500 dear,regret i cudnt pick call.drove down frm ctla now at cochin home.left mobile in car..ente style ishtamayoo?happy bakrid! 0
+1501 someone u know has asked our dating service 2 contact you! cant guess who? call 09058095107 now all will be revealed. pobox 7, s3xy 150p 1
+1502 funny fact nobody teaches volcanoes 2 erupt, tsunamis 2 arise, hurricanes 2 sway aroundn no 1 teaches hw 2 choose a wife natural disasters just happens 0
+1503 will you be here for food 0
+1504 aiyo... her lesson so early... i'm still sleepin, haha... okie, u go home liao den confirm w me lor... 0
+1505 hope you are feeling great. pls fill me in. abiola 0
+1506 k:)k..its good:)when are you going? 0
+1507 i noe la... u wana pei bf oso rite... k lor, other days den... 0
+1508 had your contract mobile 11 mnths? latest motorola, nokia etc. all free! double mins & text on orange tariffs. text yes for callback, no to remove from records. 1
+1509 alright. thanks for the advice. enjoy your night out. i'ma try to get some sleep... 0
+1510 an excellent thought by a misundrstud frnd: i knw u hate me bt the day wen u'll knw the truth u'll hate urself:-( gn:-) 0
+1511 i like to talk pa but am not able to. i dont know y. 0
+1512 show ur colours! euro 2004 2-4-1 offer! get an england flag & 3lions tone on ur phone! click on the following service message for info! 1
+1513 how long before you get reply, just defer admission til next semester 0
+1514 we tried to call you re your reply to our sms for a video mobile 750 mins unlimited text + free camcorder reply of call 08000930705 now 1
+1515 but your brother transfered only <#> + <#> . pa. 0
+1516 havent shopping now lor i juz arrive only 0
+1517 yo, the game almost over? want to go to walmart soon 0
+1518 just seeing your missed call my dear brother. do have a gr8 day. 0
+1519 friendship is not a game to play, it is not a word to say, it doesn\'t start on march and ends on may, it is tomorrow, yesterday, today and e 0
+1520 alex says he's not ok with you not being ok with it 0
+1521 free tones hope you enjoyed your new content. text stop to 61610 to unsubscribe. help:08712400602450p provided by tones2you.co.uk 1
+1522 hmm. shall i bring a bottle of wine to keep us amused? just joking! i'll still bring a bottle. red or white? see you tomorrow 0
+1523 and is there a way you can send shade's stuff to her. and she has been wonderful too. 0
+1524 under the sea, there lays a rock. in the rock, there is an envelope. in the envelope, there is a paper. on the paper, there are 3 words... ' 0
+1525 new car and house for my parents.:)i have only new job in hand:) 0
+1526 gud ni8 dear..slp well..take care..swt dreams..muah.. 0
+1527 thanx4 today cer it was nice 2 catch up but we ave 2 find more time more often oh well take care c u soon.c 0
+1528 then ?_ wait 4 me at bus stop aft ur lect lar. if i dun c ?_ then i go get my car then come back n pick ?_. 0
+1529 am on a train back from northampton so i'm afraid not! i'm staying skyving off today ho ho! will be around wednesday though. do you fancy the comedy club this week by the way? 0
+1530 do 1 thing! change that sentence into: \because i want 2 concentrate in my educational career im leaving here..\"" 0
+1531 no. 1 nokia tone 4 ur mob every week! just txt nok to 87021. 1st tone free ! so get txtin now and tell ur friends. 150p/tone. 16 reply hl 4info 1
+1532 howz pain.it will come down today.do as i said ystrday.ice and medicine. 0
+1533 this is one of the days you have a billion classes, right? 0
+1534 ??_ we r stayin here an extra week, back next wed. how did we do in the rugby this weekend? hi to and and , c u soon 0
+1535 r u in this continent? 0
+1536 it should take about <#> min 0
+1537 i cant pick the phone right now. pls send a message 0
+1538 lol for real. she told my dad i have cancer 0
+1539 i see. when we finish we have loads of loans to pay 0
+1540 jason says it's cool if we pick some up from his place in like an hour 0
+1541 yay can't wait to party together! 0
+1542 \hi missed your call and my mumhas beendropping red wine all over theplace! what is your adress?\"" 0
+1543 i call you later, don't have network. if urgnt, sms me. 0
+1544 (no promises on when though, haven't even gotten dinner yet) 0
+1545 here is your discount code rp176781. to stop further messages reply stop. www.regalportfolio.co.uk. customer services 08717205546 1
+1546 came to look at the flat, seems ok, in his 50s? * is away alot wiv work. got woman coming at 6.30 too. 0
+1547 yup ?_ not comin :-( 0
+1548 yes! i am a one woman man! please tell me your likes and dislikes in bed... 0
+1549 hi hope u get this txt~journey hasnt been gd,now about 50 mins late i think. 0
+1550 come to my home for one last time i wont do anything. trust me. 0
+1551 so what do you guys do. 0
+1552 gal n boy walking in d park. gal-can i hold ur hand? boy-y? do u think i would run away? gal-no, jst wana c how it feels walking in heaven with an prince..gn:-) 0
+1553 as i entered my cabin my pa said, '' happy b'day boss !!''. i felt special. she askd me 4 lunch. after lunch she invited me to her apartment. we went there. 0
+1554 your gonna have to pick up a $1 burger for yourself on your way home. i can't even move. pain is killing me. 0
+1555 i wnt to buy a bmw car urgently..its vry urgent.but hv a shortage of <#> lacs.there is no source to arng dis amt. <#> lacs..thats my prob 0
+1556 haven't left yet so probably gonna be here til dinner 0
+1557 jokin only lar... :-) depends on which phone my father can get lor... 0
+1558 i wont touch you with out your permission. 0
+1559 ujhhhhhhh computer shipped out with address to sandiago and parantella lane. wtf. poop. 0
+1560 dude got a haircut. now its breezy up there 0
+1561 hello. we need some posh birds and chaps to user trial prods for champneys. can i put you down? i need your address and dob asap. ta r 1
+1562 i'm done. c ?_ there. 0
+1563 hi msg me:)i'm in office.. 0
+1564 nothing but we jus tot u would ask cos u ba gua... but we went mt faber yest... yest jus went out already mah so today not going out... jus call lor... 0
+1565 sorry, i guess whenever i can get a hold of my connections, maybe an hour or two? i'll text you 0
+1566 yeah i imagine he would be really gentle. unlike the other docs who treat their patients like turkeys. 0
+1567 i lost 4 pounds since my doc visit last week woot woot! now i'm gonna celebrate by stuffing my face! 0
+1568 i got your back! do you have any dislikes in bed? 0
+1569 can ?_ send me a copy of da report? 0
+1570 love you aathi..love u lot.. 0
+1571 siva is in hostel aha:-. 0
+1572 can you plz tell me the ans. bslvyl sent via fullonsms.com 0
+1573 ya very nice. . .be ready on thursday 0
+1574 reckon need to be in town by eightish to walk from * carpark. 0
+1575 love that holiday monday feeling even if i have to go to the dentists in an hour 0
+1576 call me when u finish then i come n pick u. 0
+1577 me too baby! i promise to treat you well! i bet you will take good care of me... 0
+1578 boo. how's things? i'm back at home and a little bored already :-( 0
+1579 hot live fantasies call now 08707500020 just 20p per min ntt ltd, po box 1327 croydon cr9 5wb 0870 is a national rate call 1
+1580 send this to ur friends and receive something about ur voice..... how is my speaking expression? 1.childish 2.naughty 3.sentiment 4.rowdy 5.ful of attitude 6.romantic 7.shy 8.attractive 9.funny <#> .irritating <#> .lovable. reply me.. 0
+1581 are we doing the norm tomorrow? i finish just a 4.15 cos of st tests. need to sort library stuff out at some point tomo - got letter from today - access til end march so i better get move on! 0
+1582 if u sending her home first it's ok lor. i'm not ready yet. 0
+1583 a few people are at the game, i'm at the mall with iouri and kaila 0
+1584 last chance! claim ur ??150 worth of discount vouchers today! text shop to 85023 now! savamob, offers mobile! t cs savamob pobox84, m263uz. ??3.00 sub. 16 1
+1585 nt joking seriously i told 0
+1586 like i made him throw up when we were smoking in our friend's car one time, it was awesome 0
+1587 hey... thk we juz go accordin to wat we discussed yest lor, except no kb on sun... cos there's nt much lesson to go if we attend kb on sat... 0
+1588 squeeeeeze!! this is christmas hug.. if u lik my frndshp den hug me back.. if u get 3 u r cute:) 6 u r luvd:* 9 u r so lucky;) none? people hate u: 0
+1589 but my family not responding for anything. now am in room not went to home for diwali but no one called me and why not coming. it makes me feel like died. 0
+1590 thursday night? yeah, sure thing, we'll work it out then 0
+1591 thanks for loving me so. you rock 0
+1592 thts god's gift for birds as humans hav some natural gift frm god.. 0
+1593 hello! how r u? im bored. inever thought id get bored with the tv but i am. tell me something exciting has happened there? anything! =/ 0
+1594 call 09095350301 and send our girls into erotic ecstacy. just 60p/min. to stop texts call 08712460324 (nat rate) 1
+1595 no..he joined today itself. 0
+1596 can you say what happen 0
+1597 i'm ok. will do my part tomorrow 0
+1598 yeah go on then, bored and depressed sittin waitin for phone to ring... hope the wind drops though, scary 0
+1599 tell them the drug dealer's getting impatient 0
+1600 yes. that will be fine. love you. be safe. 0
+1601 yes princess! i want to catch you with my big strong hands... 0
+1602 not heard from u4 a while. call me now am here all night with just my knickers on. make me beg for it like u did last time 01223585236 xx luv nikiyu4.net 1
+1603 how come u got nothing to do? 0
+1604 be sure to check your yahoo email. we sent photos yesterday 0
+1605 what time you thinkin of goin? 0
+1606 urgent! we are trying to contact u. todays draw shows that you have won a ??2000 prize guaranteed. call 09058094507 from land line. claim 3030. valid 12hrs only 1
+1607 orh i tot u say she now still dun believe. 0
+1608 hey sweet, i was wondering when you had a moment if you might come to me ? i want to send a file to someone but it won't go over yahoo for them because their connection sucks, remember when you set up that page for me to go to and download the format disc ? could you tell me how to do that ? or do you know some other way to download big files ? because they can download stuff directly from the internet. any help would be great, my prey ... *teasing kiss* 0
+1609 erutupalam thandiyachu 0
+1610 freemsg:feelin kinda lnly hope u like 2 keep me company! jst got a cam moby wanna c my pic?txt or reply date to 82242 msg150p 2rcv hlp 08712317606 stop to 82242 1
+1611 2 laptop... i noe infra but too slow lar... i wan fast one 0
+1612 so the sun is anti sleep medicine. 0
+1613 you are chosen to receive a ??350 award! pls call claim number 09066364311 to collect your award which you are selected to receive as a valued mobile customer. 1
+1614 oh baby of the house. how come you dont have any new pictures on facebook 0
+1615 hi harish's rent has been transfred to ur acnt. 0
+1616 lolnice. i went from a fish to ..water.? 0
+1617 i've been searching for the right words to thank you for this breather. i promise i wont take your help for granted and will fulfil my promise. you have been wonderful and a blessing at all times. 0
+1618 thanks a lot for your wishes on my birthday. thanks you for making my birthday truly memorable. 0
+1619 can ?_ all decide faster cos my sis going home liao.. 0
+1620 hello.how u doing?what u been up 2?when will u b moving out of the flat, cos i will need to arrange to pick up the lamp, etc. take care. hello caroline! 0
+1621 wat makes some people dearer is not just de happiness dat u feel when u meet them but de pain u feel when u miss dem!!! 0
+1622 when are you guys leaving? 0
+1623 oic... then better quickly go bathe n settle down... 0
+1624 send a logo 2 ur lover - 2 names joined by a heart. txt love name1 name2 mobno eg love adam eve 07123456789 to 87077 yahoo! pobox36504w45wq txtno 4 no ads 150p. 1
+1625 yo do you know anyone <#> or otherwise able to buy liquor? our guy flaked and right now if we don't get a hold of somebody its just 4 loko all night 0
+1626 leave it. u will always be ignorant. 0
+1627 just making dinner, you ? 0
+1628 thats cool. where should i cum? on you or in you? :) 0
+1629 <#> in mca. but not conform. 0
+1630 i don't think i can get away for a trek that long with family in town, sorry 0
+1631 congrats! nokia 3650 video camera phone is your call 09066382422 calls cost 150ppm ave call 3mins vary from mobiles 16+ close 300603 post bcm4284 ldn wc1n3xx 1
+1632 i just cooked a rather nice salmon a la you 0
+1633 ugh. gotta drive back to sd from la. my butt is sore. 0
+1634 it'll be tough, but i'll do what i have to 0
+1635 mobile club: choose any of the top quality items for your mobile. 7cfca1a 1
+1636 your 2004 account for 07xxxxxxxxx shows 786 unredeemed points. to claim call 08719181259 identifier code: xxxxx expires 26.03.05 1
+1637 gud ni8 dear..slp well..take care..swt dreams..muah.. 0
+1638 i (career tel) have added u as a contact on indyarocks.com to send free sms. to remove from phonebook - sms no to <#> 0
+1639 10 min later k... 0
+1640 our records indicate u maybe entitled to 5000 pounds in compensation for the accident you had. to claim 4 free reply with claim to this msg. 2 stop txt stop 1
+1641 where are you?when wil you reach here? 0
+1642 they said if its gonna snow, it will start around 8 or 9 pm tonite! they are predicting an inch of accumulation. 0
+1643 urgent! we are trying to contact u. todays draw shows that you have won a ??800 prize guaranteed. call 09050001808 from land line. claim m95. valid12hrs only 1
+1644 okay. no no, just shining on. that was meant to be signing, but that sounds better. 0
+1645 yay! you better not have told that to 5 other girls either. 0
+1646 refused a loan? secured or unsecured? can't get credit? call free now 0800 195 6669 or text back 'help' & we will! 1
+1647 happy or sad , one thing about past is- \its no more\" good morning :-):-)." 0
+1648 hmm well, night night 0
+1649 well then you have a great weekend! 0
+1650 does daddy have a bb now. 0
+1651 camera - you are awarded a sipix digital camera! call 09061221066 fromm landline. delivery within 28 days. 1
+1652 so how many days since then? 0
+1653 i wud never mind if u dont miss me or if u dont need me.. but u wil really hurt me wen u need me & u dont tell me......... take care:-) 0
+1654 you intrepid duo you! have a great time and see you both soon. 0
+1655 come to medical college at 7pm ......forward it da 0
+1656 gr8 poly tones 4 all mobs direct 2u rply with poly title to 8007 eg poly breathe1 titles: crazyin, sleepingwith, finest, ymca :getzed.co.uk pobox365o4w45wq 300p 1
+1657 once a fishrman woke early in d mrng. it was very dark. he waited a while & found a sack ful of stones. he strtd throwin thm in2 d sea 2 pass time. atlast he had jus 1stone, sun rose up & he found out tht those r nt stones, those were diamonds. moral:\dont wake up early in d mrng'' good night" 0
+1658 hi da:)how is the todays class? 0
+1659 i though we shd go out n have some fun so bar in town or something ??? sound ok? 0
+1660 free msg. sorry, a service you ordered from 81303 could not be delivered as you do not have sufficient credit. please top up to receive the service. 1
+1661 k i'll call you when i'm close 0
+1662 ya ok, then had dinner? 0
+1663 will you like to be spoiled? :) 0
+1664 good night. am going to sleep. 0
+1665 ?? predict wat time ?_'ll finish buying? 0
+1666 take something for pain. if it moves however to any side in the next 6hrs see a doctor. 0
+1667 pls call me da. what happen. 0
+1668 yes i know the cheesy songs from frosty the snowman :) 0
+1669 are you still playing with gautham? 0
+1670 i can make it up there, squeezed <#> bucks out of my dad 0
+1671 i get out of class in bsn in like <#> minutes, you know where advising is? 0
+1672 think + da. you wil do. 0
+1673 thats cool princess! i will cover your face in hot sticky cum :) 0
+1674 yar lor he wan 2 go c horse racing today mah, so eat earlier lor. i ate chicken rice. u? 0
+1675 hello, my love! how goes that day ? i wish your well and fine babe and hope that you find some job prospects. i miss you, boytoy ... *a teasing kiss* 0
+1676 going on nothing great.bye 0
+1677 yeah work is fine, started last week, all the same stuff as before, dull but easy and guys are fun! 0
+1678 u 447801259231 have a secret admirer who is looking 2 make contact with u-find out who they r*reveal who thinks ur so special-call on 09058094597 1
+1679 now? i'm going out 4 dinner soon.. 0
+1680 i'll reach in ard 20 mins ok... 0
+1681 i accidentally deleted the message. resend please. 0
+1682 see you there! 0
+1683 probably, want to pick up more? 0
+1684 there is no sense in my foot and penis. 0
+1685 juz go google n search 4 qet... 0
+1686 my friends use to call the same. 0
+1687 i tagged my friends that you seemed to count as your friends. 0
+1688 aight what time you want me to come up? 0
+1689 i liked the new mobile 0
+1690 rightio. 11.48 it is then. well arent we all up bright and early this morning. 0
+1691 hiya hows it going in sunny africa? hope u r avin a good time. give that big old silver back a big kiss from me. 0
+1692 great! how is the office today? 0
+1693 1. tension face 2. smiling face 3. waste face 4. innocent face 5.terror face 6.cruel face 7.romantic face 8.lovable face 9.decent face <#> .joker face. 0
+1694 can you do a mag meeting this avo at some point? 0
+1695 man this bus is so so so slow. i think you're gonna get there before me 0
+1696 ard 515 like dat. y? 0
+1697 can you pls send me that company name. in saibaba colany 0
+1698 how much i gave to you. morning. 0
+1699 nah man, my car is meant to be crammed full of people 0
+1700 get your garden ready for summer with a free selection of summer bulbs and seeds worth ??33:50 only with the scotsman this saturday. to stop go2 notxt.co.uk 1
+1701 i need details about that online job. 0
+1702 yes:)sura in sun tv.:)lol. 0
+1703 is that seriously how you spell his name? 0
+1704 have a great trip to india. and bring the light to everyone not just with the project but with everyone that is lucky to see you smile. bye. abiola 0
+1705 many times we lose our best ones bcoz we are 0
+1706 get a brand new mobile phone by being an agent of the mob! plus loads more goodies! for more info just text mat to 87021. 1
+1707 if you don't, your prize will go to another customer. t&c at www.t-c.biz 18+ 150p/min polo ltd suite 373 london w1j 6hl please call back if busy 1
+1708 you have to pls make a note of all she.s exposed to. also find out from her school if anyone else was vomiting. is there a dog or cat in the house? let me know later. 0
+1709 u really pig leh sleep so much. my dad wake me up at 10 smth 2 eat lunch today. 0
+1710 yeah we wouldn't leave for an hour at least, how's 4 sound? 0
+1711 , , and picking them up from various points | going 2 yeovil | and they will do the motor project 4 3 hours | and then u take them home. || 12 2 5.30 max. || very easy 0
+1712 a pure hearted person can have a wonderful smile that makes even his/her enemies to feel guilty for being an enemy.. so catch the world with your smile..:) goodmorning & have a smiley sunday..:) 0
+1713 ok not a problem will get them a taxi. c ing tomorrow and tuesday. on tuesday think we r all going to the cinema. 0
+1714 hi darlin im missin u hope you are having a good time. when are u back and what time if u can give me a call at home. jess xx 0
+1715 private! your 2004 account statement for 07742676969 shows 786 unredeemed bonus points. to claim call 08719180248 identifier code: 45239 expires 1
+1716 waaaat?? lololo ok next time then! 0
+1717 beautiful truth : expression of the face could be seen by everyone... but the depression of heart could be understood only by the loved ones.. gud ni8;-) 0
+1718 then why you not responding 0
+1719 ?? v ma fan... 0
+1720 i had it already..sabarish asked me to go.. 0
+1721 tonight? yeah, i'd be down for that 0
+1722 thanks for looking out for me. i really appreciate. 0
+1723 unless it's a situation where you go gurl would be more appropriate 0
+1724 free>ringtone! reply real or poly eg real1 1. pushbutton 2. dontcha 3. babygoodbye 4. golddigger 5. webeburnin 1st tone free and 6 more when u join for ??3/wk 1
+1725 you have won a guaranteed ??1000 cash or a ??2000 prize. to claim yr prize call our customer service representative on 08714712412 between 10am-7pm cost 10p 1
+1726 the sign of maturity is not when we start saying big things.. but actually it is, when we start understanding small things... *have a nice evening* bslvyl 0
+1727 probably money worries. things are coming due and i have several outstanding invoices for work i did two and three months ago. 0
+1728 do you know when the result. 0
+1729 see, i knew giving you a break a few times woul lead to you always wanting to miss curfew. i was gonna gibe you 'til one, but a midnight movie is not gonna get out til after 2. you need to come home. you need to getsleep and, if anything, you need to b studdying ear training. 0
+1730 i will reach office around <decimal> . & my mobile have problem. you cann't get my voice. so call you asa i'll free 0
+1731 still otside le..u come 2morrow maga.. 0
+1732 ?? still attending da talks? 0
+1733 you have got tallent but you are wasting. 0
+1734 ok lar i double check wif da hair dresser already he said wun cut v short. he said will cut until i look nice. 0
+1735 cthen i thk shd b enuff.. still got conclusion n contents pg n references.. i'll b doing da contents pg n cover pg.. 0
+1736 in other news after hassling me to get him weed for a week andres has no money. haughaighgtujhyguj 0
+1737 asked 3mobile if 0870 chatlines inclu in free mins. india cust servs sed yes. l8er got mega bill. 3 dont giv a shit. bailiff due in days. i o ??250 3 want ??800 1
+1738 yes. i come to nyc for audiitions and am trying to relocate. 0
+1739 cheers for the card ... is it that time of year already? 0
+1740 i can't, i don't have her number! 0
+1741 \hey kate 0
+1742 said kiss, kiss, i can't do the sound effects! he is a gorgeous man isn't he! kind of person who needs a smile to brighten his day! 0
+1743 have a safe trip to nigeria. wish you happiness and very soon company to share moments with 0
+1744 dai what this da.. can i send my resume to this id. 0
+1745 u should have made an appointment 0
+1746 \for the most sparkling shopping breaks from 45 per person; call 0121 2025050 or visit www.shortbreaks.org.uk\"" 1
+1747 mm umma ask vava also to come tell him can play later together 0
+1748 oh that was a forwarded message. i thought you send that to me 0
+1749 dont know you bring some food 0
+1750 r u sure they'll understand that! wine * good idea just had a slurp! 0
+1751 anything lor but toa payoh got place 2 walk meh... 0
+1752 bring home some wendy =d 0
+1753 y bishan lei... i tot ?_ say lavender? 0
+1754 ok i shall talk to him 0
+1755 k. i will sent it again 0
+1756 new textbuddy chat 2 horny guys in ur area 4 just 25p free 2 receive search postcode or at gaytextbuddy.com. txt one name to 89693 1
+1757 wait . i will msg after <#> min. 0
+1758 noooooooo please. last thing i need is stress. for once in your life be fair. 0
+1759 free msg: ringtone!from: http://tms. widelive.com/index. wml?id=1b6a5ecef91ff9*37819&first=true18:0430-jul-05 1
+1760 hey. what happened? u switch off ur cell d whole day. this isnt good. now if u do care, give me a call tomorrow. 0
+1761 except theres a chick with huge boobs. 0
+1762 did you get any gift? this year i didnt get anything. so bad 0
+1763 what's up my own oga. left my phone at home and just saw ur messages. hope you are good. have a great weekend. 0
+1764 maybe?! say hi to and find out if got his card. great escape or wetherspoons? 0
+1765 wat happened to the cruise thing 0
+1766 you have an important customer service announcement from premier. call freephone 0800 542 0578 now! 1
+1767 but we havent got da topic yet rite? 0
+1768 u were outbid by simonwatson5120 on the shinco dvd plyr. 2 bid again, visit sms. ac/smsrewards 2 end bid notifications, reply end out 1
+1769 sms. ac jsco: energy is high, but u may not know where 2channel it. 2day ur leadership skills r strong. psychic? reply ans w/question. end? reply end jsco 1
+1770 just checking in on you. really do miss seeing jeremiah. do have a great month 0
+1771 you know what hook up means right? 0
+1772 well good morning mr . hows london treatin' ya treacle? 0
+1773 raji..pls do me a favour. pls convey my birthday wishes to nimya. pls. today is her birthday. 0
+1774 ok... 0
+1775 please sen :)my kind advice :-)please come here and try:-) 0
+1776 on the road so cant txt 0
+1777 cool, what time you think you can get here? 0
+1778 i had askd u a question some hours before. its answer 0
+1779 gudnite....tc...practice going on 0
+1780 im gonna miss u so much 0
+1781 well the general price is <#> /oz, let me know if/when/how much you want 0
+1782 we are hoping to get away by 7, from langport. you still up for town tonight? 0
+1783 gd luck 4 ur exams :-) 0
+1784 good friends care for each other.. close friends understand each other... and true friends stay forever beyond words, beyond time. gud ni8 0
+1785 after completed degree. there is no use in joining finance. 0
+1786 your board is working fine. the issue of overheating is also reslove. but still software inst is pending. i will come around 8'o clock. 0
+1787 his bday real is in april . 0
+1788 convey my regards to him 0
+1789 sorry, i'll call later 0
+1790 just got part nottingham - 3 hrs 63miles. good thing i love my man so much, but only doing 40mph. hey ho 0
+1791 i cant keep talking to people if am not sure i can pay them if they agree to price. so pls tell me what you want to really buy and how much you are willing to pay 0
+1792 babe, i'm answering you, can't you see me ? maybe you'd better reboot ym ... i got the photo ... it's great ! 0
+1793 i dont knw pa, i just drink milk.. 0
+1794 hi. i'm sorry i missed your call. can you pls call back. 0
+1795 i just got home babe, are you still awake ? 0
+1796 no dice, art class 6 thru 9 :( thanks though. any idea what time i should come tomorrow? 0
+1797 i'll see if i can swing by in a bit, got some things to take care of here firsg 0
+1798 you best watch what you say cause i get drunk as a motherfucker 0
+1799 there are some nice pubs near here or there is frankie n bennys near the warner cinema? 0
+1800 dear umma she called me now :-) 0
+1801 i am in escape theatre now. . going to watch kavalan in a few minutes 0
+1802 are you still getting the goods. 0
+1803 hey. for me there is no leave on friday. wait i will ask my superior and tell you.. 0
+1804 what time do u get out? 0
+1805 its cool but tyler had to take off so we're gonna buy for him and drop it off at his place later tonight. our total order is a quarter, you got enough? 0
+1806 hey , is * rite u put ??10 evey mnth is that all? 0
+1807 book which lesson? then you msg me... i will call up after work or sth... i'm going to get specs. my membership is px3748 0
+1808 im sorry bout last nite it wasn??t ur fault it was me, spouse it was pmt or sumthin! u 4give me? i think u shldxxxx 0
+1809 :( but your not here.... 0
+1810 amazing : if you rearrange these letters it gives the same meaning... dormitory = dirty room astronomer = moon starer the eyes = they see election results = lies lets recount mother-in-law = woman hitler eleven plus two =twelve plus one its amazing... !:-) 0
+1811 nothing lor... a bit bored too... then y dun u go home early 2 sleep today... 0
+1812 yeah right! i'll bring my tape measure fri! 0
+1813 i'll meet you in the lobby 0
+1814 i'm in class. will holla later 0
+1815 hi its kate can u give me a ring asap xxx 0
+1816 ok i vl..do u know i got adsense approved.. 0
+1817 not tonight mate. catching up on some sleep. this is my new number by the way. 0
+1818 alright, i'll head out in a few minutes, text me where to meet you 0
+1819 sorry, was in the bathroom, sup 0
+1820 i'm leaving my house now... 0
+1821 jordan got voted out last nite! 0
+1822 there's no point hangin on to mr not right if he's not makin u happy 0
+1823 ok... 0
+1824 i liked your new house 0
+1825 cool, i'll text you in a few 0
+1826 ill be at yours in about 3 mins but look out for me 0
+1827 hey i am really horny want to chat or see me naked text hot to 69698 text charged at 150pm to unsubscribe text stop 69698 1
+1828 got fujitsu, ibm, hp, toshiba... got a lot of model how to say... 0
+1829 i dont want to hear philosophy. just say what happen 0
+1830 today am going to college so am not able to atten the class. 0
+1831 i'll let you know when it kicks in 0
+1832 thank you so much. when we skyped wit kz and sura, we didnt get the pleasure of your company. hope you are good. we've given you ultimatum oh! we are countin down to aburo. enjoy! 0
+1833 lol boo i was hoping for a laugh 0
+1834 aah! a cuddle would be lush! i'd need lots of tea and soup before any kind of fumbling! 0
+1835 sounds gd... haha... can... wah, u yan jiu so fast liao... 0
+1836 solve d case : a man was found murdered on <decimal> . <#> afternoon. 1,his wife called police. 2,police questioned everyone. 3,wife: sir,i was sleeping, when the murder took place. 4.cook: i was cooking. 5.gardener: i was picking vegetables. 6.house-maid: i went 2 d post office. 7.children: we went 2 play. 8.neighbour: we went 2 a marriage. police arrested d murderer immediately. who's it? reply with reason, if u r brilliant. 0
+1837 stupid.its not possible 0
+1838 o i played smash bros <#> religiously. 0
+1839 k.i did't see you.:)k:)where are you now? 0
+1840 free for 1st week! no1 nokia tone 4 ur mob every week just txt nokia to 8007 get txting and tell ur mates www.getzed.co.uk pobox 36504 w45wq norm150p/tone 16+ 1
+1841 kate jackson rec center before 7ish, right? 0
+1842 sorry, it's a lot of friend-of-a-friend stuff, i'm just now about to talk to the actual guy who wants to buy 0
+1843 okay but i thought you were the expert 0
+1844 ?? still got lessons? ?? in sch? 0
+1845 eerie nokia tones 4u, rply tone title to 8007 eg tone dracula to 8007 titles: ghost, addamsfa, munsters, exorcist, twilight www.getzed.co.uk pobox36504w45wq 150p 1
+1846 ok... 0
+1847 k.:)you are the only girl waiting in reception ah? 0
+1848 i love to cuddle! i want to hold you in my strong arms right now... 0
+1849 she was supposed to be but couldn't make it, she's still in town though 0
+1850 she's fine. sends her greetings 0
+1851 private! your 2003 account statement for shows 800 un-redeemed s. i. m. points. call 08715203694 identifier code: 40533 expires 31/10/04 1
+1852 u???ve bin awarded ??50 to play 4 instant cash. call 08715203028 to claim. every 9th player wins min ??50-??500. optout 08718727870 1
+1853 lol ok ill try to send. be warned sprint is dead slow. you'll prolly get it tomorrow 0
+1854 spook up your mob with a halloween collection of a logo & pic message plus a free eerie tone, txt card spook to 8007 zed 08701417012150p per logo/pic 1
+1855 hi darlin i finish at 3 do u 1 2 pick me up or meet me? text back on this number luv kate xxx 0
+1856 eh ur laptop got no stock lei... he say mon muz come again to take a look c got a not... 0
+1857 huh but i got lesson at 4 lei n i was thinkin of going to sch earlier n i tot of parkin at kent vale... 0
+1858 rct' thnq adrian for u text. rgds vatian 1
+1859 that's cause your old. i live to be high. 0
+1860 did he just say somebody is named tampa 0
+1861 private! your 2003 account statement for 078 1
+1862 i dont know exactly could you ask chechi. 0
+1863 its a part of checking iq 0
+1864 sounds like something that someone testing me would sayy 0
+1865 ok. how many should i buy. 0
+1866 change again... it's e one next to escalator... 0
+1867 good day to you too.pray for me.remove the teeth as its painful maintaining other stuff. 0
+1868 x2 <#> . are you going to get that 0
+1869 ur going 2 bahamas! callfreefone 08081560665 and speak to a live operator to claim either bahamas cruise of??2000 cash 18+only. to opt out txt x to 07786200117 1
+1870 did u find out what time the bus is at coz i need to sort some stuff out. 0
+1871 i wont do anything de. 0
+1872 thanks for the temales it was wonderful. thank. have a great week. 0
+1873 y lei? 0
+1874 hey.. something came up last min.. think i wun be signing up tmr.. hee 0
+1875 oh... icic... k lor, den meet other day... 0
+1876 is ur lecture over? 0
+1877 hi, mobile no. <#> has added you in their contact list on www.fullonsms.com it s a great place to send free sms to people for more visit fullonsms.com 0
+1878 aight, call me once you're close 0
+1879 your brother is a genius 0
+1880 it,,s a taxt massage....tie-pos argh ok! lool! 0
+1881 yes:)here tv is always available in work place.. 0
+1882 you call times job today ok umma and ask them to speed up 0
+1883 both :) i shoot big loads so get ready! 0
+1884 sorry, i'll call later 0
+1885 so are you guys asking that i get that slippers again or its gone with last year 0
+1886 pandy joined 4w technologies today.he got job.. 0
+1887 wow v v impressed. have funs shopping! 0
+1888 thanks for sending this mental ability question.. 0
+1889 did you catch the bus ? are you frying an egg ? did you make a tea? are you eating your mom's left over dinner ? do you feel my love ? 0
+1890 no go. no openings for that room 'til after thanksgiving without an upcharge. 0
+1891 and popping <#> ibuprofens was no help. 0
+1892 pathaya enketa maraikara pa' 0
+1893 k, fyi i'm back in my parents' place in south tampa so i might need to do the deal somewhere else 0
+1894 don know:)this week i'm going to tirunelvai da. 0
+1895 my sort code is and acc no is . the bank is natwest. can you reply to confirm i've sent this to the right person! 0
+1896 hey company elama po mudyadhu. 0
+1897 time n smile r the two crucial things in our life. sometimes time makes us to forget smile, and sometimes someone's smile makes us to forget time gud noon 0
+1898 guess what! somebody you know secretly fancies you! wanna find out who it is? give us a call on 09065394514 from landline datebox1282essexcm61xn 150p/min 18 1
+1899 cab is available.they pick up and drop at door steps. 0
+1900 eatin my lunch... 0
+1901 dear good morning how you feeling dear 0
+1902 tick, tick, tick ... babe 0
+1903 i wish! i don't think its gonna snow that much. but it will be more than those flurries we usually get that melt before they hit the ground. eek! we haven't had snow since <#> before i was even born! 0
+1904 oh... lk tt den we take e one tt ends at cine lor... dun wan yogasana oso can... 0
+1905 100 dating service cal;l 09064012103 box334sk38ch 1
+1906 sad story of a man - last week was my b'day. my wife did'nt wish me. my parents forgot n so did my kids . i went to work. even my colleagues did not wish. as i entered my cabin my pa said, '' happy b'day boss !!''. i felt special. she askd me 4 lunch. after lunch she invited me to her apartment. we went there. she said,'' do u mind if i go into the bedroom for a minute ? '' ''ok'', i sed in a sexy mood. she came out 5 minuts latr wid a cake...n my wife, my parents, my kidz, my friends n my colleagues. all screaming.. surprise !! and i was waiting on the sofa.. ... ..... ' naked...! 0
+1907 tell me whos this pls:-) 0
+1908 mom wants to know where you at 0
+1909 that's y i said it's bad dat all e gals know u... wat u doing now? 0
+1910 haha i heard that, text me when you're around 0
+1911 thanx a lot 4 ur help! 0
+1912 yep, at derek's house now, see you sunday <3 0
+1913 \hey! do u fancy meetin me at 4 at cha ?? hav a lil beverage on me. if not txt or ring me and we can meet up l8r. quite tired got in at 3 v.pist ;) love pete x x x\"" 0
+1914 so its to be poking man everyday that they teach you in canada abi! how are you. just saying hi. 0
+1915 thank you. do you generally date the brothas? 0
+1916 my sister cleared two round in birla soft yesterday. 0
+1917 me too! have a lovely night xxx 0
+1918 as per your request 'maangalyam (alaipayuthe)' has been set as your callertune for all callers. press *9 to copy your friends callertune 0
+1919 i am late,so call you tomorrow morning.take care sweet dreams....u and me...ummifying...bye. 0
+1920 r u saying i should re order the slippers cos i had to pay for returning it. 0
+1921 there're some people by mu, i'm at the table by lambda 0
+1922 what's happening with you. have you gotten a job and have you begun registration for permanent residency 0
+1923 oh god..taken the teeth?is it paining 0
+1924 in which place i can get rooms cheap:-) 0
+1925 hey cutie. how goes it? here in wales its kinda ok. there is like hills and shit but i still avent killed myself. 0
+1926 tell your friends what you plan to do on valentines day @ <url> 0
+1927 hey pple...$700 or $900 for 5 nights...excellent location wif breakfast hamper!!! 0
+1928 sorry, i'll call later 0
+1929 i miss you so much i'm so desparate i have recorded the message you left for me the other day and listen to it just to hear the sound of your voice. i love you 0
+1930 i've been barred from all b and q stores for life!?this twat in orange dungerees came up to me and asked if i wanted decking? so i got the first punch in!! 0
+1931 ok. 0
+1932 evry emotion dsn't hav words.evry wish dsn't hav prayrs.. if u smile,d world is wit u.othrwise even d drop of tear dsn't lik 2 stay wit u.so b happy.. good morning, keep smiling:-) 0
+1933 now only i reached home. . . i am very tired now. . i will come tomorro 0
+1934 i jus hope its true that missin me cos i'm really missin him! you haven't done anything to feel guilty about, yet. 0
+1935 went fast asleep dear.take care. 0
+1936 if i start sending blackberry torch to nigeria will you find buyer for me?like 4a month. and tell dad not to buy bb from anyone oh. 0
+1937 hot live fantasies call now 08707509020 just 20p per min ntt ltd, po box 1327 croydon cr9 5wb 0870..k 1
+1938 gent! we are trying to contact you. last weekends draw shows that you won a ??1000 prize guaranteed. call 09064012160. claim code k52. valid 12hrs only. 150ppm 1
+1939 miserable. they don't tell u that the side effects of birth control are massive gut wrenching cramps for the first 2 months. i didn't sleep at all last night. 0
+1940 u repeat e instructions again. wat's e road name of ur house? 0
+1941 no worries, hope photo shoot went well. have a spiffing fun at workage. 0
+1942 ugh y can't u just apologize, admit u were wrong and ask me to take u back? 0
+1943 u are subscribed to the best mobile content service in the uk for ??3 per ten days until you send stop to 83435. helpline 08706091795. 1
+1944 aight well keep me informed 0
+1945 yunny... i'm goin to be late 0
+1946 chinatown got porridge, claypot rice, yam cake, fishhead beehoon... either we eat cheap den go cafe n tok or go nydc or somethin... 0
+1947 going to take your babe out ? 0
+1948 lara said she can loan me <#> . 0
+1949 i see the letter b on my car 0
+1950 fine if that??s the way u feel. that??s the way its gota b 0
+1951 yo, you at jp and hungry like a mofo? 0
+1952 i'm on my way home. went to change batt 4 my watch then go shop a bit lor. 0
+1953 then get some cash together and i'll text jason 0
+1954 your opinion about me? 1. over 2. jada 3. kusruthi 4. lovable 5. silent 6. spl character 7. not matured 8. stylish 9. simple pls reply.. 0
+1955 hanging out with my brother and his family 0
+1956 your next amazing xxx picsfree1 video will be sent to you enjoy! if one vid is not enough for 2day text back the keyword picsfree1 to get the next video. 1
+1957 hi this is yijue, can i meet u at 11 tmr? 0
+1958 then u go back urself lor... 0
+1959 if you hear a loud scream in about <#> minutes its cause my gyno will be shoving things up me that don't belong :/ 0
+1960 carlos is taking his sweet time as usual so let me know when you and patty are done/want to smoke and i'll tell him to haul ass 0
+1961 sunshine hols. to claim ur med holiday send a stamped self address envelope to drinks on us uk, po box 113, bray, wicklow, eire. quiz starts saturday! unsub stop 1
+1962 alright tyler's got a minor crisis and has to be home sooner than he thought so be here asap 0
+1963 aah bless! how's your arm? 0
+1964 you can jot down things you want to remember later. 0
+1965 em, its olowoyey@ usc.edu have a great time in argentina. not sad about secretary, everything is a blessing 0
+1966 huh but i cant go 2 ur house empty handed right? 0
+1967 message:some text missing* sender:name missing* *number missing *sent:date missing *missing u a lot thats y everything is missing sent via fullonsms.com 0
+1968 great new offer - double mins & double txt on best orange tariffs and get latest camera phones 4 free! call mobileupd8 free on 08000839402 now! or 2stoptxt t&cs 1
+1969 mum, hope you are having a great day. hoping this text meets you well and full of life. have a great day. abiola 0
+1970 fancy a shag? i do.interested? sextextuk.com txt xxuk suzy to 69876. txts cost 1.50 per msg. tncs on website. x 1
+1971 i want to tell you how bad i feel that basically the only times i text you lately are when i need drugs 0
+1972 yeah i don't see why not 0
+1973 yeah i'll try to scrounge something up 0
+1974 fr'ndship is like a needle of a clock. though v r in d same clock, v r nt able 2 met. evn if v meet,itz only 4few seconds. bt v alwys stay conected. gud 9t;-) 0
+1975 hi di is yijue we're meeting at 7 pm at esaplanade tonight. 0
+1976 where are the garage keys? they aren't on the bookshelf 0
+1977 i wanted to ask ?_ to wait 4 me to finish lect. cos my lect finishes in an hour anyway. 0
+1978 i'm going for bath will msg you next <#> min.. 0
+1979 wa, ur openin sentence very formal... anyway, i'm fine too, juz tt i'm eatin too much n puttin on weight...haha... so anythin special happened? 0
+1980 you are a winner you have been specially selected to receive ??1000 cash or a ??2000 award. speak to a live operator to claim call 087123002209am-7pm. cost 10p 1
+1981 no i don't have cancer. moms making a big deal out of a regular checkup aka pap smear 0
+1982 don know..he is watching film in computer.. 0
+1983 we tried to contact you re your reply to our offer of a video handset? 750 anytime any networks mins? unlimited text? camcorder? reply or call 08000930705 now 1
+1984 sorry for the delay. yes masters 0
+1985 aight should i just plan to come up later tonight? 0
+1986 sorry, i'll call later 0
+1987 wife.how she knew the time of murder exactly 0
+1988 the sign of maturity is not when we start saying big things.. but actually it is, when we start understanding small things... *have a nice evening* bslvyl 0
+1989 s:)but he had some luck.2 catches put down:) 0
+1990 did i forget to tell you ? i want you , i need you, i crave you ... but most of all ... i love you my sweet arabian steed ... mmmmmm ... yummy 0
+1991 prakesh is there know. 0
+1992 you didnt complete your gist oh. 0
+1993 i'm in solihull, | do you want anything? 0
+1994 thank u. it better work out cause i will feel used otherwise 0
+1995 it's ok, at least armand's still around 0
+1996 no..few hours before.went to hair cut . 0
+1997 k ill drink.pa then what doing. i need srs model pls send it to my mail id pa. 0
+1998 private! your 2003 account statement for 07808247860 shows 800 un-redeemed s. i. m. points. call 08719899229 identifier code: 40411 expires 06/11/04 1
+1999 just forced myself to eat a slice. i'm really not hungry tho. this sucks. mark is getting worried. he knows i'm sick when i turn down pizza. lol 0
+2000 hi here. have birth at on the to at 8lb 7oz. mother and baby doing brilliantly. 0
+2001 ah, well that confuses things, doesnt it? i thought was friends with now. maybe i did the wrong thing but i already sort of invited -tho he may not come cos of money. 0
+2002 you have been specially selected to receive a 2000 pound award! call 08712402050 before the lines close. cost 10ppm. 16+. t&cs apply. ag promo 1
+2003 hey there babe, how u doin? wot u up 2 2nite love annie x. 0
+2004 hard but true: how much you show & express your love to someone....that much it will hurt when they leave you or you get seperated...!?????_?????ud evening... 0
+2005 where are you ? you said you would be here when i woke ... :-( 0
+2006 science tells that chocolate will melt under the sunlight. please don't walk under the sunlight. bcoz,i don't want to loss a sweet friend. 0
+2007 thanks for the vote. now sing along with the stars with karaoke on your mobile. for a free link just reply with sing now. 1
+2008 i think we're going to finn's now, come 0
+2009 not thought bout it... || drink in tap & spile at seven. || is that pub on gas st off broad st by canal. || ok? 0
+2010 even i cant close my eyes you are in me our vava playing umma :-d 0
+2011 shant disturb u anymore... jia you... 0
+2012 also andros ice etc etc 0
+2013 leave it wif me lar... ?? wan to carry meh so heavy... is da num 98321561 familiar to ?_? 0
+2014 do you know why god created gap between your fingers..? so that, one who is made for you comes & fills those gaps by holding your hand with love..! 0
+2015 3 free tarot texts! find out about your love life now! try 3 for free! text chance to 85555 16 only! after 3 free, msgs ??1.50 each 1
+2016 thats cool! sometimes slow and gentle. sonetimes rough and hard :) 0
+2017 its too late:)but its k.wish you the same. 0
+2018 urgent! call 09066612661 from landline. your complementary 4* tenerife holiday or ??10,000 cash await collection sae t&cs po box 3 wa14 2px 150ppm 18+ sender: hol offer 1
+2019 i'm home. doc gave me pain meds says everything is fine. 0
+2020 26th of july 0
+2021 ou are guaranteed the latest nokia phone, a 40gb ipod mp3 player or a ??500 prize! txt word: collect to no: 83355! ibhltd ldnw15h 150p/mtmsgrcvd18 1
+2022 and now electricity just went out fml. 0
+2023 watching tv lor... 0
+2024 well boy am i glad g wasted all night at applebees for nothing 0
+2025 am i that much bad to avoid like this? 0
+2026 er, hello, things didn???t quite go to plan ??? is limping slowly home followed by aa and with exhaust hanging off 0
+2027 shb b ok lor... thanx... 0
+2028 i'm always on yahoo messenger now. just send the message to me and i.ll get it you may have to send it in the mobile mode sha but i.ll get it. and will reply. 0
+2029 at bruce b downs & fletcher now 0
+2030 ok lor. anyway i thk we cant get tickets now cos like quite late already. u wan 2 go look 4 ur frens a not? darren is wif them now... 0
+2031 moji just informed me that you saved our lives. thanks. 0
+2032 once free call me sir. 0
+2033 most of the tiime when i don't let you hug me it's so i don't break into tears. 0
+2034 when you are big..| god will bring success. 0
+2035 wow! the boys r back. take that 2007 uk tour. win vip tickets & pre-book with vip club. txt club to 81303. trackmarque ltd info@vipclub4u. 1
+2036 hiya, sorry didn't hav signal. i haven't seen or heard from and neither has, which is unusual in itself! i'll put on the case and get him to sort it out! hugs and snogs. 0
+2037 fwiw the reason i'm only around when it's time to smoke is that because of gas i can only afford to be around when someone tells me to be and that apparently only happens when somebody wants to light up 0
+2038 today is \song dedicated day..\" which song will u dedicate for me? send this to all ur valuable frnds but first rply me..." 0
+2039 sent me ur email id soon 0
+2040 thanks honey. have a great day. 0
+2041 lol now i'm after that hot air balloon! 0
+2042 please call our customer service representative on freephone 0808 145 4742 between 9am-11pm as you have won a guaranteed ??1000 cash or ??5000 prize! 1
+2043 hello beautiful r u ok? i've kinda ad a row wiv and he walked out the pub?? i wanted a night wiv u miss u 0
+2044 been running but only managed 5 minutes and then needed oxygen! might have to resort to the roller option! 0
+2045 summers finally here! fancy a chat or flirt with sexy singles in yr area? to get matched up just reply summer now. free 2 join. optout txt stop help08714742804 1
+2046 delhi and chennai still silent. 0
+2047 hope you are having a great day. 0
+2048 nothing just getting msgs by dis name wit different no's.. 0
+2049 hey... why dont we just go watch x men and have lunch... haha 0
+2050 not really dude, have no friends i'm afraid :( 0
+2051 plz note: if anyone calling from a mobile co. & asks u to type # <#> or # <#> . do not do so. disconnect the call,coz it iz an attempt of 'terrorist' to make use of the sim card no. itz confirmd by nokia n motorola n has been verified by cnn ibn. 0
+2052 how about clothes, jewelry, and trips? 0
+2053 74355 xmas iscoming & ur awarded either ??500 cd gift vouchers & free entry 2 r ??100 weekly draw txt music to 87066 tnc 1
+2054 you will be in the place of that man 0
+2055 if you're still up, maybe leave the credit card so i can get gas when i get back like he told me to 0
+2056 this single single answers are we fighting? plus i said am broke and you didnt reply 0
+2057 you still around? i could use a half-8th 0
+2058 u guys never invite me anywhere :( 0
+2059 this is hoping you enjoyed your game yesterday. sorry i've not been in touch but pls know that you are fondly bein thot off. have a great week. abiola 0
+2060 nothing will ever be easy. but don't be looking for a reason not to take a risk on life and love 0
+2061 reply with your name and address and you will receive by post a weeks completely free accommodation at various global locations www.phb1.com ph:08700435505150p 1
+2062 what you doing?how are you? 0
+2063 how i noe... did ?_ specify da domain as nusstu... ?? still in sch... 0
+2064 maybe westshore or hyde park village, the place near my house? 0
+2065 haha i think i did too 0
+2066 okie but i scared u say i fat... then u dun wan me already... 0
+2067 no probs hon! how u doinat the mo? 0
+2068 call 09094100151 to use ur mins! calls cast 10p/min (mob vary). service provided by aom, just gbp5/month. aom box61,m60 1er until u stop. ages 18+ only! 1
+2069 its a big difference. <#> versus <#> every <#> hrs 0
+2070 ryder unsold.now gibbs. 0
+2071 thats cool. i am a gentleman and will treat you with dignity and respect. 0
+2072 just come home. i don't want u to be miserable 0
+2073 she doesnt need any test. 0
+2074 hi did u decide wot 2 get 4 his bday if not ill prob jus get him a voucher frm virgin or sumfing 0
+2075 say this slowly.? god,i love you & i need you,clean my heart with your blood.send this to ten special people & u c miracle tomorrow, do it,pls,pls do it... 0
+2076 that means get the door 0
+2077 goldviking (29/m) is inviting you to be his friend. reply yes-762 or no-762 see him: www.sms.ac/u/goldviking stop? send stop frnd to 62468 1
+2078 wat r u doing? 0
+2079 or better still can you catch her and let ask her if she can sell <#> for me. 0
+2080 good afternoon, my love! how goes that day ? i hope maybe you got some leads on a job. i think of you, boytoy and send you a passionate kiss from across the sea 0
+2081 i will come tomorrow di 0
+2082 update_now - 12mths half price orange line rental: 400mins...call mobileupd8 on 08000839402 or call2optout=j5q 1
+2083 well, i'm gonna finish my bath now. have a good...fine night. 0
+2084 i only work from mon to thurs but sat i cant leh... booked liao... which other day u free? 0
+2085 dear all, as we know <#> th is the <#> th birthday of our loving gopalettan. we are planning to give a small gift on that day. those who like to participate in that you are welcome. please contact our admin team for more details 0
+2086 as if i wasn't having enough trouble sleeping. 0
+2087 we regret to inform u that the nhs has made a mistake.u were never actually born.please report 2 yor local hospital 2b terminated.we r sorry 4 the inconvenience 0
+2088 tell me something. thats okay. 0
+2089 how much it will cost approx . per month. 0
+2090 oi when you gonna ring 0
+2091 where are you call me. 0
+2092 i haven't forgotten you, i might have a couple bucks to send you tomorrow, k? i love ya too 0
+2093 my painful personal thought- \i always try to keep everybody happy all the time. but nobody recognises me when i am alone\"" 0
+2094 yes fine 0
+2095 goodmorning, today i am late for <decimal> min. 0
+2096 hey tmr maybe can meet you at yck 0
+2097 ok i'm gonna head up to usf in like fifteen minutes 0
+2098 happy new year my dear brother. i really do miss you. just got your number and decided to send you this text wishing you only happiness. abiola 0
+2099 life style garments account no please. 0
+2100 carlos says we can pick up from him later so yeah we're set 0
+2101 where to get those? 0
+2102 okmail: dear dave this is your final notice to collect your 4* tenerife holiday or #5000 cash award! call 09061743806 from landline. tcs sae box326 cw25wx 150ppm 1
+2103 much better now thanks lol 0
+2104 sorry, i'll call later 0
+2105 come to mu, we're sorting out our narcotics situation 0
+2106 nutter. cutter. ctter. cttergg. cttargg. ctargg. ctagg. ie you 0
+2107 i don wake since. i checked that stuff and saw that its true no available spaces. pls call the embassy or send a mail to them. 0
+2108 please tell me not all of my car keys are in your purse 0
+2109 i could ask carlos if we could get more if anybody else can chip in 0
+2110 hi:)cts employee how are you? 0
+2111 i need to come home and give you some good lovin... 0
+2112 yup ok... 0
+2113 yeah, give me a call if you've got a minute 0
+2114 phony ??350 award - todays voda numbers ending xxxx are selected to receive a ??350 award. if you have a match please call 08712300220 quoting claim code 3100 standard rates app 1
+2115 went to ganesh dress shop 0
+2116 hi its jess i dont know if you are at work but call me when u can im at home all eve. xxx 0
+2117 don no da:)whats you plan? 0
+2118 yeah it's jus rite... 0
+2119 win the newest ??harry potter and the order of the phoenix (book 5) reply harry, answer 5 questions - chance to be the first among readers! 1
+2120 thinkin about someone is all good. no drugs for that 0
+2121 big brother alert! the computer has selected u for 10k cash or #150 voucher. call 09064018838. ntt po box cro1327 18+ bt landline cost 150ppm mobiles vary 1
+2122 oh k...i'm watching here:) 0
+2123 you have an important customer service announcement from premier. 1
+2124 hmv bonus special 500 pounds of genuine hmv vouchers to be won. just answer 4 easy questions. play now! send hmv to 86688 more info:www.100percent-real.com 1
+2125 she's fine. good to hear from you. how are you my dear? happy new year oh. 0
+2126 been up to ne thing interesting. did you have a good birthday? when are u wrking nxt? i started uni today. 0
+2127 we tried to contact you re our offer of new video phone 750 anytime any network mins half price rental camcorder call 08000930705 or reply for delivery wed 1
+2128 free for 1st week! no1 nokia tone 4 ur mob every week just txt nokia to 87077 get txting and tell ur mates. zed pobox 36504 w45wq norm150p/tone 16+ 1
+2129 k and you're sure i don't have to have consent forms to do it :v 0
+2130 don't fret. i'll buy the ovulation test strips and send them to you. you wont get them til like march. can you send me your postal address.u'll be alright.okay. 0
+2131 urgent please call 09066612661 from landline. ??5000 cash or a luxury 4* canary islands holiday await collection. t&cs sae award. 20m12aq. 150ppm. 16+ ??? 1
+2132 1st wk free! gr8 tones str8 2 u each wk. txt nokia on to 8007 for classic nokia tones or hit on to 8007 for polys. nokia/150p poly/200p 16+ 1
+2133 ?? say until like dat i dun buy ericsson oso cannot oredi lar... 0
+2134 you still at the game? 0
+2135 height of recycling: read twice- people spend time for earning money and the same money is spent for spending time!;-) good morning.. keep smiling:-) 0
+2136 k i'll be sure to get up before noon and see what's what 0
+2137 no it was cancelled yeah baby! well that sounds important so i understand my darlin give me a ring later on this fone love kate x 0
+2138 reverse is cheating. that is not mathematics. 0
+2139 i know i'm lacking on most of this particular dramastorm's details but for the most part i'm not worried about that 0
+2140 coffee cake, i guess... 0
+2141 today is accept day..u accept me as? brother sister lover dear1 best1 clos1 lvblefrnd jstfrnd cutefrnd lifpartnr belovd swtheart bstfrnd no rply means enemy 0
+2142 joy's father is john. then john is the name of joy's father. mandan 0
+2143 dai <#> naal eruku. 0
+2144 prepare to be pounded every night... 0
+2145 congrats! 1 year special cinema pass for 2 is yours. call 09061209465 now! c suprman v, matrix3, starwars3, etc all 4 free! bx420-ip4-5we. 150pm. dont miss out! 1
+2146 dear voucher holder, to claim this weeks offer, at your pc please go to http://www.wtlp.co.uk/text. ts&cs apply. 1
+2147 freemsg today's the day if you are ready! i'm horny & live in your town. i love sex fun & games! netcollex ltd 08700621170150p per msg reply stop to end 1
+2148 you want to go? 0
+2149 my phone 0
+2150 hiya stu wot u up 2.im in so much truble at home at moment evone hates me even u! wot the hell av i done now? y wont u just tell me text bck please luv dan 0
+2151 your dad is back in ph? 0
+2152 have you bookedthe hut? and also your time off? how are you by the way? 0
+2153 i didn't get the second half of that message 0
+2154 tmr then ?_ brin lar... aiya later i come n c lar... mayb ?_ neva set properly ?_ got da help sheet wif ?_... 0
+2155 watching tv now. i got new job :) 0
+2156 \yeh i am def up4 something sat 0
+2157 ranjith cal drpd deeraj and deepak 5min hold 0
+2158 ?? got wat to buy tell us then ?_ no need to come in again. 0
+2159 do you mind if i ask what happened? you dont have to say if it is uncomfortable. 0
+2160 how are you enjoying this semester? take care brother. 0
+2161 sorry, i'll call later 0
+2162 i am hot n horny and willing i live local to you - text a reply to hear strt back from me 150p per msg netcollex ltdhelpdesk: 02085076972 reply stop to end 1
+2163 its a great day. do have yourself a beautiful one. 0
+2164 sorry, i can't help you on this. 0
+2165 and that is the problem. you walk around in \julianaland\" oblivious to what is going on around you. i say the same things constantly and they go in one ear and out the other while you go off doing whatever you want to do. it's not that you don't know why i'm upset--it's that you don't listen when i tell you what is going to upset me. then you want to be surprised when i'm mad." 0
+2166 i finished my lunch already. u wake up already? 0
+2167 our prashanthettan's mother passed away last night. pray for her and family. 0
+2168 yes i posted a couple of pics on fb. there's still snow outside too. i'm just waking up :) 0
+2169 yar i wanted 2 scold u yest but late already... i where got zhong se qing you? if u ask me b4 he ask me then i'll go out w u all lor. n u still can act so real. 0
+2170 oh god i am happy to see your message after 3 days 0
+2171 dear,shall mail tonite.busy in the street,shall update you tonite.things are looking ok.varunnathu edukkukayee raksha ollu.but a good one in real sense. 0
+2172 k.k.this month kotees birthday know? 0
+2173 jus chillaxin, what up 0
+2174 ok lor... 0
+2175 sorry, i can't help you on this. 0
+2176 +449071512431 urgent! this is the 2nd attempt to contact u!u have won ??1250 call 09071512433 b4 050703 t&csbcm4235wc1n3xx. callcost 150ppm mobilesvary. max??7. 50 1
+2177 free message activate your 500 free text messages by replying to this message with the word free for terms & conditions, visit www.07781482378.com 1
+2178 nothing really, just making sure everybody's up to speed 0
+2179 den wat will e schedule b lk on sun? 0
+2180 the greatest test of courage on earth is to bear defeat without losing heart....gn tc 0
+2181 i am getting threats from your sales executive shifad as i raised complaint against him. its an official message. 0
+2182 ding me on ya break fassyole! blacko from londn 0
+2183 i keep seeing weird shit and bein all \woah\" then realising it's actually reasonable and i'm all \"oh\"" 0
+2184 k, my roommate also wants a dubsack and another friend may also want some so plan on bringing extra, i'll tell you when they know for sure 0
+2185 shall call now dear having food 0
+2186 ?? give me some time to walk there. 0
+2187 dear friends, sorry for the late information. today is the birthday of our loving ar.praveesh. for more details log on to face book and see. its his number + <#> . dont miss a delicious treat. 0
+2188 good good, billy mates all gone. just been jogging, again! did enjoy concert? 0
+2189 when people see my msgs, they think iam addicted to msging... they are wrong, bcoz they don\'t know that iam addicted to my sweet friends..!! bslvyl 0
+2190 yavnt tried yet and never played original either 0
+2191 wanna do some art?! :d 0
+2192 piggy, r u awake? i bet u're still sleeping. i'm going 4 lunch now... 0
+2193 this message is from a great doctor in india:-): 1) do not drink appy fizz. it contains cancer causing age 0
+2194 beauty sleep can help ur pimples too. 0
+2195 happy birthday to you....dear.with lots of love.rakhesh nri 0
+2196 dunno he jus say go lido. same time 930. 0
+2197 in da car park 0
+2198 ball is moving a lot.will spin in last :)so very difficult to bat:) 0
+2199 i think if he rule tamilnadu..then its very tough for our people. 0
+2200 i want to sent <#> mesages today. thats y. sorry if i hurts 0
+2201 i want to lick your pussy now... 0
+2202 how's it going? got any exciting karaoke type activities planned? i'm debating whether to play football this eve. feeling lazy though. 0
+2203 sure thing big man. i have hockey elections at 6, shouldn???t go on longer than an hour though 0
+2204 no objection. my bf not coming. 0
+2205 someonone you know is trying to contact you via our dating service! to find out who it could be call from your mobile or landline 09064015307 box334sk38ch 1
+2206 (and my man carlos is definitely coming by mu tonight, no excuses) 0
+2207 a boy was late 2 home. his father: \power of frndship\"" 0
+2208 yup but it's not giving me problems now so mayb i'll jus leave it... 0
+2209 i know where the <#> is, i'll be there around 5 0
+2210 velly good, yes please! 0
+2211 i am in hospital da. . i will return home in evening 0
+2212 does she usually take fifteen fucking minutes to respond to a yes or no question 0
+2213 you have won a guaranteed ??200 award or even ??1000 cashto claim ur award call free on 08000407165 (18+) 2 stop getstop on 88222 php 1
+2214 by march ending, i should be ready. but will call you for sure. the problem is that my capital never complete. how far with you. how's work and the ladies 0
+2215 sports fans - get the latest sports news str* 2 ur mobile 1 wk free plus a free tone txt sport on to 8007 www.getzed.co.uk 0870141701216+ norm 4txt/120p 1
+2216 whatever, im pretty pissed off. 0
+2217 yo theres no class tmrw right? 0
+2218 beautiful tomorrow never comes.. when it comes, it's already today.. in the hunt of beautiful tomorrow don't waste your wonderful today.. goodmorning:) 0
+2219 if anyone calls for a treadmill say you'll buy it. make sure its working. i found an ad on craigslist selling for $ <#> . 0
+2220 usually the person is unconscious that's in children but in adults they may just behave abnormally. i.ll call you now 0
+2221 is toshiba portege m100 gd? 0
+2222 sad story of a man - last week was my b'day. my wife did'nt wish me. my parents forgot n so did my kids . i went to work. even my colleagues did not wish. 0
+2223 oh dang! i didn't mean o send that to you! lol! 0
+2224 wat time r ?_ going to xin's hostel? 0
+2225 thanx 4 e brownie it's v nice... 0
+2226 mmmmm ... it was sooooo good to wake to your words this morning, my love!! mmmm fuck ... i love you too, my lion ... *devouring kiss from across the sea* 0
+2227 is fujitsu s series lifebook good? 0
+2228 you are a very very very very bad girl. or lady. 0
+2229 yup he msg me: is tat yijue? then i tot it's my group mate cos we meeting today mah... i'm askin if ?_ leaving earlier or wat mah cos mayb ?_ haf to walk v far... 0
+2230 hey hun-onbus goin 2 meet him. he wants 2go out 4a meal but i donyt feel like it cuz have 2 get last bus home!but hes sweet latelyxxx 0
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+2234 are you sure you don't mean \get here 0
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+2236 nope... c ?_ then... 0
+2237 someone has contacted our dating service and entered your phone becausethey fancy you! to find out who it is call from a landline 09058098002. pobox1, w14rg 150p 1
+2238 so no messages. had food? 0
+2239 your opinion about me? 1. over 2. jada 3. kusruthi 4. lovable 5. silent 6. spl character 7. not matured 8. stylish 9. simple pls reply.. 0
+2240 also north carolina and texas atm, you would just go to the gre site and pay for the test results to be sent. 0
+2241 yes but can we meet in town cos will go to gep and then home. you could text at bus stop. and don't worry we'll have finished by march ??_ ish! 0
+2242 yes. last practice 0
+2243 dnt worry...use ice pieces in a cloth pack.also take 2 tablets. 0
+2244 oh ic. i thought you meant mary jane. 0
+2245 or just do that 6times 0
+2246 must come later.. i normally bathe him in da afternoon mah.. 0
+2247 ugh its been a long day. i'm exhausted. just want to cuddle up and take a nap 0
+2248 congrats ! treat pending.i am not on mail for 2 days.will mail once thru.respect mother at home.check mails. 0
+2249 arms fine, how's cardiff and uni? 0
+2250 don know..wait i will check it. 0
+2251 hey you gave them your photo when you registered for driving ah? tmr wanna meet at yck? 0
+2252 feel like trying kadeem again? :v 0
+2253 remind me how to get there and i shall do so 0
+2254 please attend the phone:) 0
+2255 lol your always so convincing. 0
+2256 mila, age23, blonde, new in uk. i look sex with uk guys. if u like fun with me. text mtalk to 69866.18 . 30pp/txt 1st 5free. ??1.50 increments. help08718728876 1
+2257 pls send me a comprehensive mail about who i'm paying, when and how much. 0
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+2259 they just talking thats it de. they wont any other. 0
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+2261 hey there! glad u r better now. i hear u treated urself to a digi cam, is it good? we r off at 9pm. have a fab new year, c u in coupla wks! 0
+2262 we'll you pay over like <#> yrs so its not too difficult 0
+2263 just sent you an email ??? to an address with incomm in it, is that right? 0
+2264 watch lor. i saw a few swatch one i thk quite ok. ard 116 but i need 2nd opinion leh... 0
+2265 aiyar dun disturb u liao... thk u have lots 2 do aft ur cupboard come... 0
+2266 lol no ouch but wish i'd stayed out a bit longer 0
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+2269 ha ha nan yalrigu heltini..iyo kothi chikku, u shared many things wit me..so far i didn't told any body and even uttered a word abt u.. if ur trusting me so much how can i tell these to others.. plz nxt time dont use those words to me..ok, chikku:-);-)b-) 0
+2270 i am in bus on the way to calicut 0
+2271 cause i'm not freaky lol 0
+2272 i think i am disturbing her da 0
+2273 nah dub but je still buff 0
+2274 this pay is <decimal> lakhs:) 0
+2275 sure, i'll see if i can come by in a bit 0
+2276 am in film ill call you later. 0
+2277 discussed with your mother ah? 0
+2278 oooh bed ridden ey? what are you thinking of? 0
+2279 i dunno they close oredi not... ?? v ma fan... 0
+2280 ok... u enjoy ur shows... 0
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+2283 i dont have that much image in class. 0
+2284 no. yes please. been swimming? 0
+2285 princess, is your kitty shaved or natural? 0
+2286 was actually about to send you a reminder today. have a wonderful weekend 0
+2287 haven't heard anything and he's not answering my texts so i'm guessing he flaked. that said the jb is fantastic 0
+2288 argh my 3g is spotty, anyway the only thing i remember from the research we did was that province and sterling were the only problem-free places we looked at 0
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+2290 no dear i was sleeping :-p 0
+2291 my tuition is at 330. hm we go for the 1120 to 1205 one? do you mind? 0
+2292 kaiez... enjoy ur tuition... gee... thk e second option sounds beta... i'll go yan jiu den msg u... 0
+2293 lol that would be awesome payback. 0
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+2295 oh :-)only 4 outside players allowed to play know 0
+2296 soon you will have the real thing princess! do i make you wet? :) 0
+2297 ok. c u then. 0
+2298 u ned to convince him tht its not possible witot hurting his feeling its the main 0
+2299 carlos took a while (again), we leave in a minute 0
+2300 ok... 0
+2301 i'm stuck in da middle of da row on da right hand side of da lt... 0
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+2303 ok i found dis pierre cardin one which looks normal costs 20 its on sale. 0
+2304 yes its possible but dint try. pls dont tell to any one k 0
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+2307 please give it 2 or i will pick it up on tuesday evening about 8 if that is ok. 0
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+2311 i anything lor... 0
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+2327 by the way, make sure u get train to worc foregate street not shrub hill. have fun night x 0
+2328 please leave this topic..sorry for telling that.. 0
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+2355 finished class where are you. 0
+2356 after my work ah... den 6 plus lor... u workin oso rite... den go orchard lor, no other place to go liao... 0
+2357 god picked up a flower and dippeditinadew, lovingly touched itwhichturnedinto u, and the he gifted tomeandsaid,this friend is 4u 0
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+2374 i think i???m waiting for the same bus! inform me when you get there, if you ever get there. 0
+2375 u so lousy, run already come back then half dead... hee... 0
+2376 probably gonna be here for a while, see you later tonight <) 0
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+2381 well if i'm that desperate i'll just call armand again 0
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+2413 he needs to stop going to bed and make with the fucking dealing 0
+2414 wif my family booking tour package. 0
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+2416 dude how do you like the buff wind. 0
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+2422 when you get free, call me 0
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+2424 after the drug she will be able to eat. 0
+2425 r ?_ comin back for dinner? 0
+2426 whatsup there. dont u want to sleep 0
+2427 dunno lei... i might b eatin wif my frens... if ?_ wan to eat then i wait 4 ?_ lar 0
+2428 are you there in room. 0
+2429 hmv bonus special 500 pounds of genuine hmv vouchers to be won. just answer 4 easy questions. play now! send hmv to 86688 more info:www.100percent-real.com 1
+2430 same, i'm at my great aunts anniversary party in tarpon springs 0
+2431 my stomach has been thru so much trauma i swear i just can't eat. i better lose weight. 0
+2432 surly ill give it to you:-) while coming to review. 0
+2433 gud mrng dear hav a nice day 0
+2434 god picked up a flower and dippeditinadew, lovingly touched itwhichturnedinto u, and the he gifted tomeandsaid,this friend is 4u 0
+2435 i was wondering if it would be okay for you to call uncle john and let him know that things are not the same in nigeria as they r here. that <#> dollars is 2years sent and that you know its a strain but i plan to pay back every dime he gives. every dime so for me to expect anything from you is not practical. something like that. 0
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+2448 nothing. i meant that once the money enters your account here, the bank will remove its flat rate. someone transfered <#> to my account and <#> dollars got removed. so the banks differ and charges also differ.be sure you trust the 9ja person you are sending account details to cos... 0
+2449 yup... from what i remb... i think should be can book... 0
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+2456 he dint tell anything. he is angry on me that why you told to abi. 0
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+2460 you got job in wipro:)you will get every thing in life in 2 or 3 years. 0
+2461 sry da..jst nw only i came to home.. 0
+2462 im just wondering what your doing right now? 0
+2463 hello, my love ! how went your day ? are you alright ? i think of you, my sweet and send a jolt to your heart to remind you ... i love you! can you hear it ? i screamed it across the sea for all the world to hear. ahmad al hallaq is loved ! and owned ! *possessive passionate kiss* 0
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+2465 love it! i want to flood that pretty pussy with cum... 0
+2466 babe! i fucking love you too !! you know? fuck it was so good to hear your voice. i so need that. i crave it. i can't get enough. i adore you, ahmad *kisses* 0
+2467 sorry da:)i was thought of calling you lot of times:)lil busy.i will call you at noon.. 0
+2468 are you plans with your family set in stone ? 0
+2469 i'm watching lotr w my sis dis aft. so u wan 2 meet me 4 dinner at nite a not? 0
+2470 dont worry, 1 day very big lambu ji vl come..til then enjoy batchlor party:-) 0
+2471 he didn't see his shadow. we get an early spring yay 0
+2472 ok 0
+2473 i'm outside islands, head towards hard rock and you'll run into me 0
+2474 thank you baby! i cant wait to taste the real thing... 0
+2475 u coming back 4 dinner rite? dad ask me so i re confirm wif u... 0
+2476 i love ya too but try and budget your money better babe. gary would freak on me if he knew 0
+2477 huh i cant thk of more oredi how many pages do we have? 0
+2478 i.ll get there tomorrow and send it to you 0
+2479 there r many model..sony ericson also der.. <#> ..it luks good bt i forgot modl no 0
+2480 apart from the one i told you about yesterday? 0
+2481 i'm fine. hope you are also 0
+2482 lmao where's your fish memory when i need it? 0
+2483 good afternoon sunshine! how dawns that day ? are we refreshed and happy to be alive? do we breathe in the air and smile ? i think of you, my love ... as always 0
+2484 madam,regret disturbance.might receive a reference check from dlf premarica.kindly be informed.rgds,rakhesh,kerala. 0
+2485 thanx 4 sending me home... 0
+2486 the battery is for mr adewale my uncle. aka egbon 0
+2487 yup, no need. i'll jus wait 4 e rain 2 stop. 0
+2488 send me your resume:-) 0
+2489 and picking them up from various points 0
+2490 that's cool he'll be here all night, lemme know when you're around 0
+2491 \what are youdoing later? sar xxx\"" 0
+2492 sary just need tim in the bollox &it hurt him a lot so he tol me! 0
+2493 s:-)if we have one good partnership going we will take lead:) 0
+2494 ranjith cal drpd deeraj and deepak 5min hold 0
+2495 thanx a lot... 0
+2496 if you're thinking of lifting me one then no. 0
+2497 kallis is ready for bat in 2nd innings 0
+2498 auction round 4. the highest bid is now ??54. next maximum bid is ??71. to bid, send bids e. g. 10 (to bid ??10) to 83383. good luck. 1
+2499 a bloo bloo bloo i'll miss the first bowl 0
+2500 never y lei... i v lazy... got wat? dat day ?_ send me da url cant work one... 0
+2501 its posible dnt live in <#> century cm frwd n thnk different 0
+2502 alright omw, gotta change my order to a half8th 0
+2503 dude. what's up. how teresa. hope you have been okay. when i didnt hear from these people, i called them and they had received the package since dec <#> . just thot you'ld like to know. do have a fantastic year and all the best with your reading. plus if you can really really bam first aid for usmle, then your work is done. 0
+2504 good. good job. i like entrepreneurs 0
+2505 i havent lei.. next mon can? 0
+2506 ?? log off 4 wat. it's sdryb8i 0
+2507 where at were hungry too 0
+2508 i emailed yifeng my part oredi.. can ?_ get it fr him.. 0
+2509 no message..no responce..what happend? 0
+2510 \hey hey werethe monkeespeople say we monkeyaround! howdy gorgeous 0
+2511 hey mate. spoke to the mag people. we???re on. the is deliver by the end of the month. deliver on the 24th sept. talk later. 0
+2512 todays voda numbers ending 1225 are selected to receive a ??50award. if you have a match please call 08712300220 quoting claim code 3100 standard rates app 1
+2513 don???t give a flying monkeys wot they think and i certainly don???t mind. any friend of mine and all that! 0
+2514 waiting for your call. 0
+2515 pls tell nelson that the bb's are no longer comin. the money i was expecting aint coming 0
+2516 yupz... i've oredi booked slots 4 my weekends liao... 0
+2517 hi 07734396839 ibh customer loyalty offer: the new nokia6600 mobile from only ??10 at txtauction!txt word:start to no:81151 & get yours now!4t& 1
+2518 eat jap done oso aft ur lect wat... ?? got lect at 12 rite... 0
+2519 free entry into our ??250 weekly comp just send the word enter to 84128 now. 18 t&c www.textcomp.com cust care 08712405020. 1
+2520 wishing you a wonderful week. 0
+2521 k sure am in my relatives home. sms me de. pls:-) 0
+2522 house-maid is the murderer, coz the man was murdered on <#> th january.. as public holiday all govt.instituitions are closed,including post office..understand? 0
+2523 too late. i said i have the website. i didn't i have or dont have the slippers 0
+2524 designation is software developer and may be she get chennai:) 0
+2525 4mths half price orange line rental & latest camera phones 4 free. had your phone 11mths+? call mobilesdirect free on 08000938767 to update now! or2stoptxt t&cs 1
+2526 orange customer, you may now claim your free camera phone upgrade for your loyalty. call now on 0207 153 9996. offer ends 14thmarch. t&c's apply. opt-out availa 1
+2527 yes but i dont care! i need you bad, princess! 0
+2528 k still are you loving me. 0
+2529 what he said is not the matter. my mind saying some other matter is there. 0
+2530 mode men or have you left. 0
+2531 like a personal sized or what 0
+2532 shall i come to get pickle 0
+2533 this is my number by vivek.. 0
+2534 no. to be nosy i guess. idk am i over reacting if i'm freaked? 0
+2535 tyler (getting an 8th) has to leave not long after 9, can you get here in like an hour? 0
+2536 goodmorning, today i am late for 1hr. 0
+2537 hey are you angry with me. reply me dr. 0
+2538 prabha..i'm soryda..realy..frm heart i'm sory 0
+2539 i thk ?_ gotta go home by urself. cos i'll b going out shopping 4 my frens present. 0
+2540 aight that'll work, thanks 0
+2541 i told her i had a dr appt next week. she thinks i'm gonna die. i told her its just a check. nothing to be worried about. but she didn't listen. 0
+2542 i to am looking forward to all the sex cuddling.. only two more sleeps 0
+2543 sorry dude. dont know how i forgot. even after dan reminded me. sorry. hope you guys had fun. 0
+2544 i love to give massages. i use lots of baby oil... what is your fave position? 0
+2545 can not use foreign stamps in this country. 0
+2546 please call our customer service representative on 0800 169 6031 between 10am-9pm as you have won a guaranteed ??1000 cash or ??5000 prize! 1
+2547 i'll talk to the others and probably just come early tomorrow then 0
+2548 what u mean u almost done? done wif sleeping? but i tot u going to take a nap.. yup i send her liao so i'm picking her up at ard 4 smth lor.. 0
+2549 you have registered sinco as payee. log in at icicibank.com and enter urn <#> to confirm. beware of frauds. do not share or disclose urn to anyone. 0
+2550 ill be there on <#> ok. 0
+2551 oh k :)why you got job then whats up? 0
+2552 2p per min to call germany 08448350055 from your bt line. just 2p per min. check planettalkinstant.com for info & t's & c's. text stop to opt out 1
+2553 ok then i will come to ur home after half an hour 0
+2554 many more happy returns of the day. i wish you happy birthday. 0
+2555 no. i meant the calculation is the same. that <#> units at <#> . this school is really expensive. have you started practicing your accent. because its important. and have you decided if you are doing 4years of dental school or if you'll just do the nmde exam. 0
+2556 (bank of granite issues strong-buy) explosive pick for our members *****up over 300% *********** nasdaq symbol cdgt that is a $5.00 per.. 1
+2557 jesus armand really is trying to tell everybody he can find 0
+2558 who's there say hi to our drugdealer 0
+2559 i fetch yun or u fetch? 0
+2560 where are you ? what are you doing ? are yuou working on getting the pc to your mom's ? did you find a spot that it would work ? i need you 0
+2561 you always make things bigger than they are 0
+2562 free nokia or motorola with upto 12mths 1/2price linerental, 500 free x-net mins&100txt/mth free b'tooth*. call mobileupd8 on 08001950382 or call 2optout/d3wv 1
+2563 the last thing i ever wanted to do was hurt you. and i didn't think it would have. you'd laugh, be embarassed, delete the tag and keep going. but as far as i knew, it wasn't even up. the fact that you even felt like i would do it to hurt you shows you really don't know me at all. it was messy wednesday, but it wasn't bad. the problem i have with it is you have the time to clean it, but you choose not to. you skype, you take pictures, you sleep, you want to go out. i don't mind a few things here and there, but when you don't make the bed, when you throw laundry on top of it, when i can't have a friend in the house because i'm embarassed that there's underwear and bras strewn on the bed, pillows on the floor, that's something else. you used to be good about at least making the bed. 0
+2564 have a nice day my dear. 0
+2565 \cheers u tex mecause u werebored! yeah okden hunny r uin wk sat?sound??s likeyour havin gr8fun j! keep updat countinlots of loveme xxxxx.\"" 0
+2566 imagine you finally get to sink into that bath after i have put you through your paces, maybe even having you eat me for a while before i left ... but also imagine the feel of that cage on your cock surrounded by the bath water, reminding you always who owns you ... enjoy, my cuck 0
+2567 'wnevr i wana fal in luv vth my books, my bed fals in luv vth me..!'' . yen madodu, nav pretsorginta, nammanna pretsovru important alwa....!!:) gud eveb-). 0
+2568 yo, you gonna still be in stock tomorrow/today? i'm trying to get a dubsack 0
+2569 u wake up already? wat u doing? u picking us up later rite? i'm taking sq825, reaching ard 7 smth 8 like dat. u can check e arrival time. c ya soon... 0
+2570 let me know how it changes in the next 6hrs. it can even be appendix but you are out of that age range. however its not impossible. so just chill and let me know in 6hrs 0
+2571 as a valued customer, i am pleased to advise you that following recent review of your mob no. you are awarded with a ??1500 bonus prize, call 09066368470 1
+2572 you are guaranteed the latest nokia phone, a 40gb ipod mp3 player or a ??500 prize! txt word: collect to no: 83355! ibhltd ldnw15h 150p/mtmsgrcvd18 1
+2573 yup. izzit still raining heavily cos i'm in e mrt i can't c outside. 0
+2574 ahhhh...just woken up!had a bad dream about u tho,so i dont like u right now :) i didnt know anything about comedy night but i guess im up for it. 0
+2575 customer place, i wil cal u sir. 0
+2576 do u konw waht is rael friendship im gving yuo an exmpel: jsut ese tihs msg.. evrey splleing of tihs msg is wrnog.. bt sitll yuo can raed it wihtuot ayn mitsake.. goodnight & have a nice sleep..sweet dreams.. 0
+2577 eek that's a lot of time especially since american pie is like 8 minutes long. i can't stop singing it. 0
+2578 no gifts!! you trying to get me to throw myself off a cliff or something? 0
+2579 cramps stopped. going back to sleep 0
+2580 well am officially in a philosophical hole, so if u wanna call am at home ready to be saved! 0
+2581 huh so fast... dat means u havent finished painting? 0
+2582 i like cheap! but i???m happy to splash out on the wine if it makes you feel better.. 0
+2583 you will be receiving this week's triple echo ringtone shortly. enjoy it! 1
+2584 rats. hey did u ever vote for the next themes? 0
+2585 ok i juz receive.. 0
+2586 i'm thinking that chennai forgot to come for auction.. 0
+2587 ur going 2 bahamas! callfreefone 08081560665 and speak to a live operator to claim either bahamas cruise of??2000 cash 18+only. to opt out txt x to 07786200117 1
+2588 nooooooo i'm gonna be bored to death all day. cable and internet outage. 0
+2589 want 2 get laid tonight? want real dogging locations sent direct 2 ur mob? join the uk's largest dogging network bt txting gravel to 69888! nt. ec2a. 31p.msg@150p 1
+2590 wat makes some people dearer is not just de happiness dat u feel when u meet them but de pain u feel when u miss dem!!! 0
+2591 have you finished work yet? :) 0
+2592 then why you came to hostel. 0
+2593 and he's apparently bffs with carly quick now 0
+2594 there are many company. tell me the language. 0
+2595 tells u 2 call 09066358152 to claim ??5000 prize. u have 2 enter all ur mobile & personal details @ the prompts. careful! 1
+2596 happy birthday... may u find ur prince charming soon n dun work too hard... 0
+2597 mind blastin.. no more tsunamis will occur from now on.. rajnikant stopped swimming in indian ocean..:-d 0
+2598 thank you. and by the way, i just lost. 0
+2599 that's the way you should stay oh. 0
+2600 me i'm not workin. once i get job... 0
+2601 meeting u is my work. . . tel me when shall i do my work tomorrow 0
+2602 i hate when she does this. she turns what should be a fun shopping trip into an annoying day of how everything would look in her house. 0
+2603 moby pub quiz.win a ??100 high street prize if u know who the new duchess of cornwall will be? txt her first name to 82277.unsub stop ??1.50 008704050406 sp arrow 1
+2604 tell rob to mack his gf in the theater 0
+2605 smile in pleasure smile in pain smile when trouble pours like rain smile when sum1 hurts u smile becoz someone still loves to see u smiling!! 0
+2606 whatsup there. dont u want to sleep 0
+2607 just haven't decided where yet eh ? 0
+2608 free entry in 2 a weekly comp for a chance to win an ipod. txt pod to 80182 to get entry (std txt rate) t&c's apply 08452810073 for details 18+ 1
+2609 wot is u up 2 then bitch? 0
+2610 just normal only here :) 0
+2611 i've got <#> , any way i could pick up? 0
+2612 you said to me before i went back to bed that you can't sleep for anything. 0
+2613 ?? go home liao? ask dad to pick me up at 6... 0
+2614 can u get pic msgs to your phone? 0
+2615 get the door, i'm here 0
+2616 just so that you know,yetunde hasn't sent money yet. i just sent her a text not to bother sending. so its over, you dont have to involve yourself in anything. i shouldn't have imposed anything on you in the first place so for that, i apologise. 0
+2617 i am great princess! what are you thinking about me? :) 0
+2618 also track down any lighters you can find 0
+2619 yeah confirmed for you staying at that weekend 0
+2620 haven't seen my facebook, huh? lol! 0
+2621 it's justbeen overa week since we broke up and already our brains are going to mush! 0
+2622 nothing, smsing u n xy lor. sorry lor da guys neva c u in person but they sort of know u lor. so u wan 2 meet them xy ask me 2 bring u along 4 our next meeting. 0
+2623 nah i don't think he goes to usf, he lives around here though 0
+2624 ooh, 4got, i'm gonna start belly dancing in moseley weds 6.30 if u want 2 join me, they have a cafe too. 0
+2625 oh k.i think most of wi and nz players unsold. 0
+2626 so that means you still think of teju 0
+2627 whats that coming over the hill..... is it a monster! hope you have a great day. things r going fine here, busy though! 0
+2628 ok lar... joking wif u oni... 0
+2629 haha yeah i see that now, be there in a sec 0
+2630 draw va?i dont think so:) 0
+2631 hey elaine, is today's meeting still on? 0
+2632 k, i'll work something out 0
+2633 k, i might come by tonight then if my class lets out early 0
+2634 good morning, my boytoy! how's those yummy lips ? where's my sexy buns now ? what do you do ? do you think of me ? do you crave me ? do you need me ? 0
+2635 hey whats up? u sleeping all morning? 0
+2636 can you just come in for a sec? there's somebody here i want you to see 0
+2637 ok. every night take a warm bath drink a cup of milk and you'll see a work of magic. you still need to loose weight. just so that you know 0
+2638 i can send you a pic if you like :) 0
+2639 but you dint in touch with me. 0
+2640 not heard from u4 a while. call 4 rude chat private line 01223585334 to cum. wan 2c pics of me gettin shagged then text pix to 8552. 2end send stop 8552 sam xxx 1
+2641 y cant u try new invention to fly..i'm not joking., 0
+2642 i'm putting it on now. it should be ready for <time> 0
+2643 7 lor... change 2 suntec... wat time u coming? 0
+2644 u goin out 2nite? 0
+2645 u dun say so early hor... u c already then say... 0
+2646 moon has come to color your dreams, stars to make them musical and my sms to give you warm and peaceful sleep. good night 0
+2647 and also i've sorta blown him off a couple times recently so id rather not text him out of the blue looking for weed 0
+2648 not..tel software name.. 0
+2649 why de. you looking good only:-).. 0
+2650 got but got 2 colours lor. one colour is quite light n e other is darker lor. actually i'm done she's styling my hair now. 0
+2651 i know you are serving. i mean what are you doing now. 0
+2652 urgent! we are trying to contact u. todays draw shows that you have won a ??800 prize guaranteed. call 09050003091 from land line. claim c52. valid 12hrs only 1
+2653 ummmmmaah many many happy returns of d day my dear sweet heart.. happy birthday dear 0
+2654 hi there, 2nights ur lucky night! uve been invited 2 xchat, the uks wildest chat! txt chat to 86688 now! 150p/msgrcvdhg/suite342/2lands/row/w1j6hl ldn 18yrs 1
+2655 free entry in 2 a wkly comp to win fa cup final tkts 21st may 2005. text fa to 87121 to receive entry question(std txt rate)t&c's apply 08452810075over18's 1
+2656 you give us back my id proof and <#> rs. we wont allow you to work. we will come to your home within days 0
+2657 hi dear call me its urgnt. i don't know whats your problem. you don't want to work or if you have any other problem at least tell me. wating for your reply. 0
+2658 captain vijaykanth is doing comedy in captain tv..he is drunken :) 0
+2659 u still painting ur wall? 0
+2660 want to funk up ur fone with a weekly new tone reply tones2u 2 this text. www.ringtones.co.uk, the original n best. tones 3gbp network operator rates apply 1
+2661 how much did ur hdd casing cost. 0
+2662 *deep sigh* ... i miss you :-( ... i am really surprised you haven't gone to the net cafe yet to get to me ... don't you miss me? 0
+2663 okay lor... will they still let us go a not ah? coz they will not know until later. we drop our cards into the box right? 0
+2664 aight fuck it, i'll get it later 0
+2665 do you know why god created gap between your fingers..? so that, one who is made for you comes & fills those gaps by holding your hand with love..! 0
+2666 me also da, i feel yesterday night wait til 2day night dear. 0
+2667 my planning usually stops at \find hella weed 0
+2668 would u fuckin believe it they didnt know i had thurs pre booked off so they re cancelled me again! that needs to b sacked 0
+2669 oh rite. well im with my best mate pete, who i went out with 4 a week+ now were 2geva again. its been longer than a week. 0
+2670 if india win or level series means this is record:) 0
+2671 i'm a guy, browsin is compulsory 0
+2672 i thought slide is enough. 0
+2673 sorry me going home first... daddy come fetch ?_ later... 0
+2674 k..k:)how much does it cost? 0
+2675 i dont. can you send it to me. plus how's mode. 0
+2676 hot live fantasies call now 08707509020 just 20p per min ntt ltd, po box 1327 croydon cr9 5wb 0870 is a national rate call 1
+2677 total disappointment, when i texted you was the craziest shit got :( 0
+2678 are you willing to go for apps class. 0
+2679 ok i am on the way to railway 0
+2680 what type of stuff do you sing? 0
+2681 will ?_ b going to esplanade fr home? 0
+2682 dunno lei he neva say... 0
+2683 living is very simple.. loving is also simple.. laughing is too simple.. winning is tooo simple.. but, being 'simple' is very difficult.. gud nte.:- 0
+2684 pls ask macho how much is budget for bb bold 2 is cos i saw a new one for <#> dollars. 0
+2685 sorry sir, i will call you tomorrow. senthil.hsbc 0
+2686 what your plan for pongal? 0
+2687 urgent! you have won a 1 week free membership in our ??100,000 prize jackpot! txt the word: claim to no: 81010 t&c www.dbuk.net lccltd pobox 4403ldnw1a7rw18 1
+2688 need a coffee run tomo?can't believe it's that time of week already 0
+2689 the greatest test of courage on earth is to bear defeat without losing heart....gn tc 0
+2690 no did you check? i got his detailed message now 0
+2691 free2day sexy st george's day pic of jordan!txt pic to 89080 dont miss out, then every wk a saucy celeb!4 more pics c pocketbabe.co.uk 0870241182716 ??3/wk 1
+2692 pls she needs to dat slowly or she will vomit more. 0
+2693 every day i use to sleep after <#> so only. 0
+2694 jay says he'll put in <#> 0
+2695 ah, well that confuses things, doesn???t it? 0
+2696 \alright babe 0
+2697 ha ha - had popped down to the loo when you hello-ed me. hello! 0
+2698 was the farm open? 0
+2699 ok lor thanx... ?? in school? 0
+2700 sorry brah, just finished the last of my exams, what up 0
+2701 guess which pub im in? im as happy as a pig in clover or whatever the saying is! 0
+2702 am not interested to do like that. 0
+2703 ok... i din get ur msg... 0
+2704 life is more strict than teacher... bcoz teacher teaches lesson & then conducts exam, but life first conducts exam & then teaches lessons. happy morning. . . 0
+2705 i will see in half an hour 0
+2706 u too... 0
+2707 tomarrow final hearing on my laptop case so i cant. 0
+2708 i sent my scores to sophas and i had to do secondary application for a few schools. i think if you are thinking of applying, do a research on cost also. contact joke ogunrinde, her school is one me the less expensive ones 0
+2709 also where's the piece 0
+2710 it just seems like weird timing that the night that all you and g want is for me to come smoke is the same day as when a shitstorm is attributed to me always coming over and making everyone smoke 0
+2711 yes we were outside for like 2 hours. and i called my whole family to wake them up cause it started at 1 am 0
+2712 how is it possible to teach you. and where. 0
+2713 from 88066 lost ??12 help 1
+2714 sorry about that this is my mates phone and i didnt write it love kate 0
+2715 uhhhhrmm isnt having tb test bad when youre sick 0
+2716 dear got train and seat mine lower seat 0
+2717 mm that time you dont like fun 0
+2718 did u see what i posted on your facebook? 0
+2719 ok lor. i ned 2 go toa payoh 4 a while 2 return smth u wan 2 send me there or wat? 0
+2720 , im .. on the snowboarding trip. i was wondering if your planning to get everyone together befor we go..a meet and greet kind of affair? cheers, 0
+2721 just sleeping..and surfing 0
+2722 s'fine. anytime. all the best with it. 0
+2723 think you sent the text to the home phone. that cant display texts. if you still want to send it his number is 0
+2724 yeah, probably but not sure. ilol let u know, but personally i wuldnt bother, then again if ur goin to then i mite as well!! 0
+2725 money i have won wining number 946 wot do i do next 1
+2726 on the way to office da.. 0
+2727 lmao!nice 1 0
+2728 sorry i'm not free... 0
+2729 call me when you/carlos is/are here, my phone's vibrate is acting up and i might not hear texts 0
+2730 can you tell shola to please go to college of medicine and visit the academic department, tell the academic secretary what the current situation is and ask if she can transfer there. she should ask someone to check sagamu for the same thing and lautech. its vital she completes her medical education in nigeria. its less expensive much less expensive. unless she will be getting citizen rates in new zealand. 0
+2731 where r we meeting? 0
+2732 theyre doing it to lots of places. only hospitals and medical places are safe. 0
+2733 hey now am free you can call me. 0
+2734 yeah imma come over cause jay wants to do some drugs 0
+2735 free-message: jamster!get the crazy frog sound now! for poly text mad1, for real text mad2 to 88888. 6 crazy sounds for just 3 gbp/week! 16+only! t&c's apply 1
+2736 sms services. for your inclusive text credits, pls goto www.comuk.net login= ***** unsubscribe with stop. no extra charge. help:08700469649. po box420. ip4 5we 1
+2737 \keep ur problems in ur heart 0
+2738 am surfing online store. for offers do you want to buy any thing. 0
+2739 \gimme a few\" was <#> minutes ago" 0
+2740 for fear of fainting with the of all that housework you just did? quick have a cuppa 0
+2741 daddy, shu shu is looking 4 u... u wan me 2 tell him u're not in singapore or wat? 0
+2742 got ur mail dileep.thank you so muchand look forward to lots of support...very less contacts here,remember one venugopal you mentioned.tomorrow if not late,i shall try to come up till there.goodnight dear. 0
+2743 i thank you so much for all you do with selflessness. i love you plenty. 0
+2744 bugis oso near wat... 0
+2745 i have to take exam with march 3 0
+2746 maybe if you woke up before fucking 3 this wouldn't be a problem. 0
+2747 yes i started to send requests to make it but pain came back so i'm back in bed. double coins at the factory too. i gotta cash in all my nitros. 0
+2748 yo, you around? just got my car back 0
+2749 aathi..where are you dear.. 0
+2750 hi. hope you had a good day. have a better night. 0
+2751 dude we should go sup again 0
+2752 is she replying. has boye changed his phone number 0
+2753 boo what time u get out? u were supposed to take me shopping today. :( 0
+2754 and how's your husband. 0
+2755 is there coming friday is leave for pongal?do you get any news from your work place. 0
+2756 doc prescribed me morphine cause the other pain meds aren't enough. waiting for my mom to bring it. that med should kick in fast so i'm gonna try to be on later 0
+2757 thanks for ve lovely wisheds. you rock 0
+2758 hi my email address has changed now it is 0
+2759 come to me right now, ahmad 0
+2760 house-maid is the murderer, coz the man was murdered on <#> th january.. as public holiday all govt.instituitions are closed,including post office..understand? 0
+2761 hi! you just spoke to maneesha v. we'd like to know if you were satisfied with the experience. reply toll free with yes or no. 0
+2762 ya, told..she was asking wats matter? 0
+2763 i dont thnk its a wrong calling between us 0
+2764 hai dear friends... this is my new & present number..:) by rajitha raj (ranju) 0
+2765 thanks for being there for me just to talk to on saturday. you are very dear to me. i cherish having you as a brother and role model. 0
+2766 oh, then your phone phoned me but it disconnected 0
+2767 we know someone who you know that fancies you. call 09058097218 to find out who. pobox 6, ls15hb 150p 1
+2768 prof: you have passed in all the papers in this sem congrats . . . . student: enna kalaachutaarama..!! prof:???? gud mrng! 0
+2769 ok... but they said i've got wisdom teeth hidden inside n mayb need 2 remove. 0
+2770 good stuff, will do. 0
+2771 jus finish blowing my hair. u finish dinner already? 0
+2772 still i have not checked it da. . . 0
+2773 i'll text you when i drop x off 0
+2774 yeah, that's what i was thinking 0
+2775 sorry completely forgot * will pop em round this week if your still here? 0
+2776 you have won a guaranteed 32000 award or maybe even ??1000 cash to claim ur award call free on 0800 ..... (18+). its a legitimat efreefone number wat do u think??? 1
+2777 how come it takes so little time for a child who is afraid of the dark to become a teenager who wants to stay out all night? 1
+2778 i'm working technical support :)voice process.networking field. 0
+2779 freemsg: our records indicate you may be entitled to 3750 pounds for the accident you had. to claim for free reply with yes to this msg. to opt out text stop 1
+2780 are you the cutest girl in the world or what 0
+2781 k, if u bored up just come to my home.. 0
+2782 the word \checkmate\" in chess comes from the persian phrase \"shah maat\" which means; \"the king is dead..\" goodmorning.. have a good day..:)" 0
+2783 horrible bf... i now v hungry... 0
+2784 don't look back at the building because you have no coat and i don't want you to get more sick. just hurry home and wear a coat to the gym!!! 0
+2785 back in brum! thanks for putting us up and keeping us all and happy. see you soon 0
+2786 yo guess what i just dropped 0
+2787 no! but we found a diff farm shop to buy some cheese. on way back now, can i call in? 0
+2788 \getting tickets 4 walsall tue 6 th march. my mate is getting me them on sat. ill pay my treat. want 2 go. txt bak .terry\"" 0
+2789 where u been hiding stranger? 0
+2790 freemsg>fav xmas tones!reply real 1
+2791 then anything special? 0
+2792 you can stop further club tones by replying \stop mix\" see my-tone.com/enjoy. html for terms. club tones cost gbp4.50/week. mfl 1
+2793 i've sent my wife your text. after we buy them she'll tell you what to do. so just relax. we should go get them this wkend. 0
+2794 lol wtf random. btw is that your lunch break 0
+2795 i'll be at mu in like <#> seconds 0
+2796 and miss vday the parachute and double coins??? u must not know me very well... 0
+2797 i'm in a meeting, call me later at 0
+2798 then dun wear jeans lor... 0
+2799 hey sexy buns ! have i told you ? i adore you, loverboy. i hope you remember to thank your sister in law for those meatballs *grins* ... i love you, babe 0
+2800 mmm ... fuck .... merry christmas to me 0
+2801 dont talk to him ever ok its my word. 0
+2802 lol u still feeling sick? 0
+2803 urgent! your mobile number has been awarded with a ??2000 prize guaranteed. call 09061790121 from land line. claim 3030. valid 12hrs only 150ppm 1
+2804 kind of. took it to garage. centre part of exhaust needs replacing. part ordered n taking it to be fixed tomo morning. 0
+2805 i am on the way to tirupur. 0
+2806 i've reached sch already... 0
+2807 hey... are you going to quit soon? xuhui and i working till end of the month 0
+2808 reminder from o2: to get 2.50 pounds free call credit and details of great offers pls reply 2 this text with your valid name, house no and postcode 1
+2809 hope this text meets you smiling. if not then let this text give you a reason to smile. have a beautiful day. 0
+2810 go where n buy? juz buy when we get there lar. 0
+2811 you have won a guaranteed ??200 award or even ??1000 cashto claim ur award call free on 08000407165 (18+) 2 stop getstop on 88222 php. rg21 4jx 1
+2812 you bad girl. i can still remember them 0
+2813 private! your 2003 account statement for shows 800 un-redeemed s. i. m. points. call 08715203652 identifier code: 42810 expires 29/10/0 1
+2814 fuuuuck i need to stop sleepin, sup 0
+2815 rose for red,red for blood,blood for heart,heart for u. but u for me.... send tis to all ur friends.. including me.. if u like me.. if u get back, 1-u r poor in relation! 2-u need some 1 to support 3-u r frnd 2 many 4-some1 luvs u 5+- some1 is praying god to marry u.:-) try it.... 0
+2816 oh, i will get paid. the most outstanding one is for a commercial i did for hasbro...in august! they made us jump through so many hoops to get paid. still not. 0
+2817 let me know how to contact you. i've you settled in a room. lets know you are ok. 0
+2818 wow didn't think it was that common. i take it all back ur not a freak! unless u chop it off:-) 0
+2819 yep. i do like the pink furniture tho. 0
+2820 look at amy ure a beautiful, intelligent woman and i like u a lot. i know u don??t like me like that so don??t worry. 0
+2821 excellent. i spent <#> years in the air force. iraq and afghanistan. i am stable and honest. do you like traveling? 0
+2822 free top ringtone -sub to weekly ringtone-get 1st week free-send subpoly to 81618-?3 per week-stop sms-08718727870 1
+2823 hi darlin its kate are u up for doin somethin tonight? im going to a pub called the swan or something with my parents for one drink so phone me if u can 0
+2824 if i let you do this, i want you in the house by 8am. 0
+2825 yup... 0
+2826 come back to tampa ffffuuuuuuu 0
+2827 weightloss! no more girl friends. make loads of money on ebay or something. and give thanks to god. 0
+2828 we currently have a message awaiting your collection. to collect your message just call 08718723815. 1
+2829 if you text on your way to cup stop that should work. and that should be bus 0
+2830 yup i shd haf ard 10 pages if i add figures... ?? all got how many pages? 0
+2831 eat at old airport road... but now 630 oredi... got a lot of pple... 0
+2832 dunno dat's wat he told me. ok lor... 0
+2833 text me when you get off, don't call, my phones having problems 0
+2834 2 and half years i missed your friendship:-) 0
+2835 sorry, i'll call later 0
+2836 the affidavit says <#> e twiggs st, division g, courtroom <#> , <time> am. i'll double check and text you again tomorrow 0
+2837 i dunno lei... like dun haf... 0
+2838 yes, princess. toledo. 0
+2839 on hen night. going with a swing 0
+2840 not much no fights. it was a good nite!! 0
+2841 i.ll give her once i have it. plus she said grinule greet you whenever we speak 0
+2842 romcapspam everyone around should be responding well to your presence since you are so warm and outgoing. you are bringing in a real breath of sunshine. 1
+2843 you see the requirements please 0
+2844 ok. there may be a free gym about. 0
+2845 your right! i'll make the appointment right now. 0
+2846 send me yetty's number pls. 0
+2847 have a good trip. watch out for . remember when you get back we must decide about easter. 0
+2848 shopping lor. them raining mah hard 2 leave orchard. 0
+2849 mm feeling sleepy. today itself i shall get that dear 0
+2850 all the lastest from stereophonics, marley, dizzee racal, libertines and the strokes! win nookii games with flirt!! click themob wap bookmark or text wap to 82468 1
+2851 you have won ?1,000 cash or a ?2,000 prize! to claim, call09050000327 1
+2852 thats cool. i want to please you... 0
+2853 horrible u eat macs eat until u forgot abt me already rite... u take so long 2 reply. i thk it's more toot than b4 so b prepared. now wat shall i eat? 0
+2854 what can i do? might accidant tookplace between somewhere ghodbandar rd. traffic moves slovely. so plz slip & don't worry. 0
+2855 they said ?_ dun haf passport or smth like dat.. or ?_ juz send to my email account.. 0
+2856 not yet chikku..k, then wat abt tht guy did he stopped irritating or msging to u.. 0
+2857 y dun cut too short leh. u dun like ah? she failed. she's quite sad. 0
+2858 then what about further plan? 0
+2859 no i am not having not any movies in my laptop 0
+2860 am only searching for good dual sim mobile pa. 0
+2861 that's very rude, you on campus? 0
+2862 get ur 1st ringtone free now! reply to this msg with tone. gr8 top 20 tones to your phone every week just ??1.50 per wk 2 opt out send stop 08452810071 16 1
+2863 my friend just got here and says he's upping his order by a few grams (he's got $ <#> ), when can you get here? 0
+2864 8 at the latest, g's still there if you can scrounge up some ammo and want to give the new ak a try 0
+2865 i have a date on sunday with will!! 0
+2866 i forgot 2 ask ?_ all smth.. there's a card on da present lei... how? ?? all want 2 write smth or sign on it? 0
+2867 tbs/persolvo. been chasing us since sept for??38 definitely not paying now thanks to your information. we will ignore them. kath. manchester. 1
+2868 oh yes, why is it like torture watching england? 0
+2869 i am on the way to ur home 0
+2870 i don't know jack shit about anything or i'd say/ask something helpful but if you want you can pretend that i did and just text me whatever in response to the hypotheticalhuagauahahuagahyuhagga 0
+2871 k da:)how many page you want? 0
+2872 he is there. you call and meet him 0
+2873 oh oh... wasted... den muz chiong on sat n sun liao... 0
+2874 ok... thanx... gd nite 2 ?_ too... 0
+2875 and that's fine, i got enough bud to last most of the night at least 0
+2876 all done, all handed in. don't know if mega shop in asda counts as celebration but thats what i'm doing! 0
+2877 i am not at all happy with what you saying or doing 0
+2878 sorry, i'll call later 0
+2879 if u dun drive then how i go 2 sch. 0
+2880 kit strip - you have been billed 150p. netcollex ltd. po box 1013 ig11 oja 1
+2881 watching tv lor... y she so funny we bluff her 4 wat. izzit because she thk it's impossible between us? 0
+2882 k. i will sent it again 0
+2883 well i will watch shrek in 3d!!b) 0
+2884 i'm reaching home in 5 min. 0
+2885 congratulations you've won. you're a winner in our august ??1000 prize draw. call 09066660100 now. prize code 2309. 1
+2886 are you at work right now ? 0
+2887 what's the significance? 0
+2888 hi baby ive just got back from work and i was wanting to see u allday! i hope i didnt piss u off on the phone today. if u are up give me a call xxx 0
+2889 multiply the numbers independently and count decimal points then, for the division, push the decimal places like i showed you. 0
+2890 dear,me at cherthala.in case u r coming cochin pls call bfore u start.i shall also reach accordingly.or tell me which day u r coming.tmorow i am engaged ans its holiday. 0
+2891 sorry to trouble u again. can buy 4d for my dad again? 1405, 1680, 1843. all 2 big 1 small, sat n sun. thanx. 0
+2892 get your garden ready for summer with a free selection of summer bulbs and seeds worth ??33:50 only with the scotsman this saturday. to stop go2 notxt.co.uk 1
+2893 the beauty of life is in next second.. which hides thousands of secrets. i wish every second will be wonderful in ur life...!! gud n8 0
+2894 we can go 4 e normal pilates after our intro... 0
+2895 * you gonna ring this weekend or wot? 0
+2896 you've already got a flaky parent. it'snot supposed to be the child's job to support the parent...not until they're the ride age anyway. i'm supposed to be there to support you. and now i've hurt you. unintentional. but hurt nonetheless. 0
+2897 i guess it is useless calling u 4 something important. 0
+2898 gr8. so how do you handle the victoria island traffic. plus when's the album due 0
+2899 <#> am i think? should say on syllabus 0
+2900 oh, the grand is having a bit of a party but it doesn't mention any cover charge so it's probably first come first served 0
+2901 yo you around? a friend of mine's lookin to pick up later tonight 0
+2902 shhhhh nobody is supposed to know! 0
+2903 ?? thk of wat to eat tonight. 0
+2904 lol, oh you got a friend for the dog ? 0
+2905 i notice you like looking in the shit mirror youre turning into a right freak 0
+2906 i want to show you the world, princess :) how about europe? 0
+2907 finally the match heading towards draw as your prediction. 0
+2908 going for dinner.msg you after. 0
+2909 it took mr owl 3 licks 0
+2910 i know that my friend already told that. 0
+2911 she is our sister.. she belongs 2 our family.. she is d hope of tomorrow.. pray 4 her,who was fated 4 d shoranur train incident. lets hold our hands together & fuelled by love & concern prior 2 her grief & pain. pls join in dis chain & pass it. stop violence against women. 0
+2912 greetings me, ! consider yourself excused. 0
+2913 ola would get back to you maybe not today but i ve told him you can be his direct link in the us in getting cars he bids for online, you arrange shipping and you get a cut. or u????? for a partnership where u????? invest money for shipping and he takes care of the rest!u??wud b self reliant soon dnt worry 0
+2914 k k:) sms chat with me. 0
+2915 k i'm leaving soon, be there a little after 9 0
+2916 you ve won! your 4* costa del sol holiday or ??5000 await collection. call 09050090044 now toclaim. sae, tc s, pobox334, stockport, sk38xh, cost??1.50/pm, max10mins 1
+2917 if you are not coughing then its nothing 0
+2918 ok darlin i supose it was ok i just worry too much.i have to do some film stuff my mate and then have to babysit again! but you can call me there.xx 0
+2919 think i might have to give it a miss. am teaching til twelve, then have lecture at two. damn this working thing. 0
+2920 urgent! your mobile number has been awarded a <ukp>2000 prize guaranteed. call 09061790125 from landline. claim 3030. valid 12hrs only 150ppm 1
+2921 is it ok if i stay the night here? xavier has a sleeping bag and i'm getting tired 0
+2922 tessy..pls do me a favor. pls convey my birthday wishes to nimya..pls dnt forget it. today is her birthday shijas 0
+2923 so how's scotland. hope you are not over showing your jjc tendencies. take care. live the dream 0
+2924 the new deus ex game comin early next yr 0
+2925 well i know z will take care of me. so no worries. 0
+2926 umma my life and vava umma love you lot dear 0
+2927 lol i have to take it. member how i said my aunt flow didn't visit for 6 months? it's cause i developed ovarian cysts. bc is the only way to shrink them. 0
+2928 sunshine quiz! win a super sony dvd recorder if you canname the capital of australia? text mquiz to 82277. b 1
+2929 btw regarding that we should really try to see if anyone else can be our 4th guy before we commit to a random dude 0
+2930 kothi print out marandratha. 0
+2931 edison has rightly said, \a fool can ask more questions than a wise man can answer\" now you know why all of us are speechless during viva.. gm ge gnt:-)" 0
+2932 i was up all night too worrying about this appt. it's a shame we missed a girls night out with quizzes popcorn and you doing my hair. 0
+2933 hi baby im cruisin with my girl friend what r u up 2? give me a call in and hour at home if thats alright or fone me on this fone now love jenny xxx 0
+2934 u wake up already? thanx 4 e tau sar piah it's quite nice. 0
+2935 double mins and txts 4 6months free bluetooth on orange. available on sony, nokia motorola phones. call mobileupd8 on 08000839402 or call2optout/n9dx 1
+2936 hi babe its chloe, how r u? i was smashed on saturday night, it was great! how was your weekend? u been missing me? sp visionsms.com text stop to stop 150p/text 1
+2937 you said not now. no problem. when you can. let me know. 0
+2938 you were supposed to wake me up >:( 0
+2939 i can take you at like noon 0
+2940 2 celebrate my b??day, y else? 0
+2941 i anything lor. 0
+2942 ok set let u noe e details later... 0
+2943 i'm hungry buy smth home... 0
+2944 k..u also dont msg or reply to his msg.. 0
+2945 it???s reassuring, in this crazy world. 0
+2946 miss call miss call khelate kintu opponenter miss call dhorte lage. thats d rule. one with great phone receiving quality wins. 0
+2947 sleeping nt feeling well 0
+2948 aight, we'll head out in a few 0
+2949 aiyah sorry lor... i watch tv watch until i forgot 2 check my phone. 0
+2950 oh god. i'm gonna google nearby cliffs now. 0
+2951 i'm not driving... raining! then i'll get caught at e mrt station lor. 0
+2952 long beach lor. expected... u having dinner now? 0
+2953 i wont get concentration dear you know you are my mind and everything :-) 0
+2954 no problem with the renewal. i.ll do it right away but i dont know his details. 0
+2955 ok i wont call or disturb any one. i know all are avoiding me. i am a burden for all 0
+2956 thanks for your ringtone order, reference t91. you will be charged gbp 4 per week. you can unsubscribe at anytime by calling customer services on 09057039994 1
+2957 havent stuck at orchard in my dad's car. going 4 dinner now. u leh? so r they free tonight? 0
+2958 no de. but call me after some time. ill tell you k 0
+2959 i take it the post has come then! you must have 1000s of texts now! happy reading. my one from wiv hello caroline at the end is my favourite. bless him 0
+2960 i want to send something that can sell fast. <#> k is not easy money. 0
+2961 urgent, important information for o2 user. today is your lucky day! 2 find out why log onto http://www.urawinner.com there is a fantastic surprise awaiting for you 1
+2962 uh, heads up we don't have that much left 0
+2963 can you please ask macho what his price range is, does he want something new or used plus it he only interfued in the blackberry bold <#> or any bb 0
+2964 text82228>> get more ringtones, logos and games from www.txt82228.com. questions: info@txt82228.co.uk 1
+2965 okie 0
+2966 hi darlin im on helens fone im gonna b up the princes 2 nite please come up tb love kate 0
+2967 yes.i'm in office da:) 0
+2968 7 wonders in my world 7th you 6th ur style 5th ur smile 4th ur personality 3rd ur nature 2nd ur sms and 1st \ur lovely friendship\"... good morning dear" 0
+2969 good words.... but words may leave u in dismay many times. 0
+2970 u gd lor go shopping i got stuff to do. u wan 2 watch infernal affairs a not? come lar... 0
+2971 do you work all this week ? 0
+2972 where's my boytoy? i miss you ... what happened? 0
+2973 you have 1 new message. please call 08718738034. 1
+2974 nah can't help you there, i've never had an iphone 0
+2975 k..k..i'm also fine:)when will you complete the course? 0
+2976 so i asked how's anthony. dad. and your bf 0
+2977 i am taking half day leave bec i am not well 0
+2978 congrats 2 mobile 3g videophones r yours. call 09063458130 now! videochat wid ur mates, play java games, dload polyph music, noline rentl. bx420. ip4. 5we. 150p 1
+2979 yeh. indians was nice. tho it did kane me off a bit he he. we shud go out 4 a drink sometime soon. mite hav 2 go 2 da works 4 a laugh soon. love pete x x 0
+2980 allo! we have braved the buses and taken on the trains and triumphed. i mean we???re in b???ham. have a jolly good rest of week 0
+2981 yes, my reg is ciao! 0
+2982 sir, i am waiting for your call, once free please call me. 0
+2983 your opinion about me? 1. over 2. jada 3. kusruthi 4. lovable 5. silent 6. spl character 7. not matured 8. stylish 9. simple pls reply.. 0
+2984 haha, that was the first person i was gonna ask 0
+2985 you tell what happen dont behave like this to me. ok no need to say 0
+2986 who were those people ? were you in a tour ? i thought you were doing that sofa thing you sent me ? your curious sugar 0
+2987 yar but they say got some error. 0
+2988 just curious because my cuz asked what i was up to 0
+2989 i might come to kerala for 2 days.so you can be prepared to take a leave once i finalise .dont plan any travel during my visit.need to finish urgent works. 0
+2990 its normally hot mail. com you see! 0
+2991 actually getting ready to leave the house. 0
+2992 what's up. do you want me to come online? 0
+2993 a boy loved a gal. he propsd bt she didnt mind. he gv lv lttrs, bt her frnds threw thm. again d boy decided 2 aproach d gal , dt time a truck was speeding towards d gal. wn it was about 2 hit d girl,d boy ran like hell n saved her. she asked 'hw cn u run so fast?' d boy replied \boost is d secret of my energy\" n instantly d girl shouted \"our energy\" n thy lived happily 2gthr drinking boost evrydy moral of d story:- i hv free msgs:d;): gud ni8" 0
+2994 just now saw your message.it k da:) 0
+2995 dear sir,salam alaikkum.pride and pleasure meeting you today at the tea shop.we are pleased to send you our contact number at qatar.rakhesh an indian.pls save our number.respectful regards. 0
+2996 yes but i don't care cause i know its there! 0
+2997 then ur physics get a-? 0
+2998 pls go there today <#> . i dont want any excuses 0
+2999 haha just kidding, papa needs drugs 0
+3000 yo my trip got postponed, you still stocked up? 0
+3001 hey ! don't forget ... you are mine ... for me ... my possession ... my property ... mmm ... *childish smile* ... 0
+3002 aight, sounds good. when do you want me to come down? 0
+3003 hi hun! im not comin 2nite-tell every1 im sorry 4 me, hope u ava goodtime!oli rang melnite ifink it mite b sorted,but il explain everythin on mon.l8rs.x 0
+3004 i'm in inside office..still filling forms.don know when they leave me. 0
+3005 urgent! we are trying to contact u todays draw shows that you have won a ??800 prize guaranteed. call 09050000460 from land line. claim j89. po box245c2150pm 1
+3006 no need to ke qi... ?? too bored izzit y suddenly thk of this... 0
+3007 thanks chikku..:-) gud nyt:-* 0
+3008 bull. your plan was to go floating off to ikea with me without a care in the world. so i have to live with your mess another day. 0
+3009 good morning plz call me sir 0
+3010 i will treasure every moment we spend together... 0
+3011 urgent! call 09066350750 from your landline. your complimentary 4* ibiza holiday or 10,000 cash await collection sae t&cs po box 434 sk3 8wp 150 ppm 18+ 1
+3012 ummma.will call after check in.our life will begin from qatar so pls pray very hard. 0
+3013 some of them told accenture is not confirm. is it true. 0
+3014 hard live 121 chat just 60p/min. choose your girl and connect live. call 09094646899 now! cheap chat uk's biggest live service. vu bcm1896wc1n3xx 1
+3015 the current leading bid is 151. to pause this auction send out. customer care: 08718726270 1
+3016 customer loyalty offer:the new nokia6650 mobile from only ??10 at txtauction! txt word: start to no: 81151 & get yours now! 4t&ctxt tc 150p/mtmsg 1
+3017 painful words- \i thought being happy was the most toughest thing on earth... but 0
+3018 ok i msg u b4 i leave my house. 0
+3019 i'm going 2 orchard now laready me reaching soon. u reaching? 0
+3020 hi princess! thank you for the pics. you are very pretty. how are you? 0
+3021 hello. damn this christmas thing. i think i have decided to keep this mp3 that doesnt work. 0
+3022 i love you !!! you know? can you feel it? does it make your belly warm? i wish it does, my love ... i shall meet you in your dreams, ahmad ... *adoring kiss* 0
+3023 someone u know has asked our dating service 2 contact you! cant guess who? call 09058091854 now all will be revealed. po box385 m6 6wu 1
+3024 you know, wot people wear. t shirts, jumpers, hat, belt, is all we know. we r at cribbs 0
+3025 rose needs water, season needs change, poet needs imagination..my phone needs ur sms and i need ur lovely frndship forever.... 0
+3026 somebody set up a website where you can play hold em using eve online spacebucks 0
+3027 you have 1 new message. call 0207-083-6089 1
+3028 get down in gandhipuram and walk to cross cut road. right side <#> street road and turn at first right. 0
+3029 gain the rights of a wife.dont demand it.i am trying as husband too.lets see 0
+3030 i have 2 sleeping bags, 1 blanket and paper and phone details. anything else? 0
+3031 okie 0
+3032 give one miss from that number please 0
+3033 first answer my question. 0
+3034 yeah, probably here for a while 0
+3035 your bill at 3 is ??33.65 so thats not bad! 0
+3036 alright, i'll make sure the car is back tonight 0
+3037 then u drive lor. 0
+3038 december only! had your mobile 11mths+? you are entitled to update to the latest colour camera mobile for free! call the mobile update co free on 08002986906 1
+3039 not sure yet, still trying to get a hold of him 0
+3040 another month. i need chocolate weed and alcohol. 0
+3041 a little. meds say take once every 8 hours. it's only been 5 but pain is back. so i took another. hope i don't die 0
+3042 then she buying today? ?? no need to c meh... 0
+3043 congrats! 1 year special cinema pass for 2 is yours. call 09061209465 now! c suprman v, matrix3, starwars3, etc all 4 free! bx420-ip4-5we. 150pm. dont miss out! 1
+3044 boltblue tones for 150p reply poly# or mono# eg poly3 1. cha cha slide 2. yeah 3. slow jamz 6. toxic 8. come with me or stop 4 more tones txt more 1
+3045 that was random saw my old roomate on campus. he graduated 0
+3046 actually i deleted my old website..now i m blogging at magicalsongs.blogspot.com 0
+3047 here got ur favorite oyster... n got my favorite sashimi... ok lar i dun say already... wait ur stomach start rumbling... 0
+3048 just wait till end of march when el nino gets himself. oh. 0
+3049 ?? neva tell me how i noe... i'm not at home in da aft wat... 0
+3050 claim a 200 shopping spree, just call 08717895698 now! have you won! mobstorequiz10ppm 1
+3051 bishan lar nearer... no need buy so early cos if buy now i gotta park my car... 0
+3052 it didnt work again oh. ok goodnight then. i.ll fix and have it ready by the time you wake up. you are very dearly missed have a good night sleep. 0
+3053 they don't put that stuff on the roads to keep it from getting slippery over there? 0
+3054 your chance to be on a reality fantasy show call now = 08707509020 just 20p per min ntt ltd, po box 1327 croydon cr9 5wb 0870 is a national = rate call. 1
+3055 hey babe, sorry i didn't get sooner. gary can come and fix it cause he thinks he knows what it is but he doesn't go as far a ptbo and he says it will cost <#> bucks. i don't know if it might be cheaper to find someone there ? we don't have any second hand machines at all right now, let me know what you want to do babe 0
+3056 \im at arestaurant eating squid! i will be out about 10:30 wanna dosomething or is that to late?\"" 0
+3057 as a registered subscriber yr draw 4 a ??100 gift voucher will b entered on receipt of a correct ans. when are the next olympics. txt ans to 80062 1
+3058 09066362231 urgent! your mobile no 07xxxxxxxxx won a ??2,000 bonus caller prize on 02/06/03! this is the 2nd attempt to reach you! call 09066362231 asap! 1
+3059 ok that would b lovely, if u r sure. think about wot u want to do, drinkin, dancin, eatin, cinema, in, out, about... up to u! wot about ? 0
+3060 i am not having her number sir 0
+3061 sorry man my account's dry or i would, if you want we could trade back half or i could buy some shit with my credit card 0
+3062 dizzamn, aight i'll ask my suitemates when i get back 0
+3063 ha ha cool cool chikku chikku:-):-db-) 0
+3064 i'm okay. chasing the dream. what's good. what are you doing next. 0
+3065 my parents, my kidz, my friends n my colleagues. all screaming.. surprise !! and i was waiting on the sofa.. ... ..... ' naked...! 0
+3066 my house here e sky quite dark liao... if raining then got excuse not 2 run already rite... hee... 0
+3067 yup i'm free... 0
+3068 good morning my dear........... have a great & successful day. 0
+3069 just wondering, the others just took off 0
+3070 i am at a party with alex nichols 0
+3071 could you not read me, my love ? i answered you 0
+3072 ur balance is now ??500. ur next question is: who sang 'uptown girl' in the 80's ? 2 answer txt ur answer to 83600. good luck! 1
+3073 ok... then r we meeting later? 0
+3074 hi chachi tried calling u now unable to reach u .. pl give me a missed cal once u c tiz msg kanagu 0
+3075 yeah i can still give you a ride 0
+3076 what number do u live at? is it 11? 0
+3077 ok lor wat time ?_ finish? 0
+3078 none of that's happening til you get here though 0
+3079 ummmmmaah many many happy returns of d day my dear sweet heart.. happy birthday dear 0
+3080 sun ah... thk mayb can if dun have anythin on... thk have to book e lesson... e pilates is at orchard mrt u noe hor... 0
+3081 oh ho. is this the first time u use these type of words 0
+3082 sorry light turned green, i meant another friend wanted <#> worth but he may not be around 0
+3083 no you'll just get a headache trying to figure it out. u can trust me to do the math. i promise. o:-) 0
+3084 pls give her prometazine syrup. 5mls then <#> mins later feed. 0
+3085 i thk 50 shd be ok he said plus minus 10.. did ?_ leave a line in between paragraphs? 0
+3086 i'm job profile seems like bpo.. 0
+3087 * was thinking about chuckin ur red green n black trainners 2 save carryin them bac on train 0
+3088 hello my little party animal! i just thought i'd buzz you as you were with your friends ...*grins*... reminding you were loved and send a naughty adoring kiss 0
+3089 come to me, slave. your doing it again ... going into your shell and unconsciously avoiding me ... you are making me unhappy :-( 0
+3090 call to the number which is available in appointment. and ask to connect the call to waheed fathima. 0
+3091 fun fact: although you would think armand would eventually build up a tolerance or some shit considering how much he smokes, he gets fucked up in like 2 hits 0
+3092 pity, * was in mood for that. so...any other suggestions? 0
+3093 no way i'm going back there! 0
+3094 hey... very inconvenient for your sis a not huh? 0
+3095 dont know supports ass and srt i thnk. i think ps3 can play through usb too 0
+3096 o was not into fps then. 0
+3097 wish u many many returns of the day.. happy birthday vikky.. 0
+3098 ugh fuck it i'm resubbing to eve 0
+3099 where are you ? what do you do ? how can you stand to be away from me ? doesn't your heart ache without me ? don't you wonder of me ? don't you crave me ? 0
+3100 lol yes. but it will add some spice to your day. 0
+3101 get ready for <#> inches of pleasure... 0
+3102 i didnt get anything da 0
+3103 oh... okie lor...we go on sat... 0
+3104 nah im goin 2 the wrks with j wot bout u? 0
+3105 if you don't respond imma assume you're still asleep and imma start calling n shit 0
+3106 1000's flirting now! txt girl or bloke & ur name & age, eg girl zoe 18 to 8007 to join and get chatting! 1
+3107 i was gonna ask you lol but i think its at 7 0
+3108 long time. you remember me today. 0
+3109 the basket's gettin full so i might be by tonight 0
+3110 i'll see, but prolly yeah 0
+3111 urgent! last weekend's draw shows that you have won ??1000 cash or a spanish holiday! call now 09050000332 to claim. t&c: rstm, sw7 3ss. 150ppm 1
+3112 babe? you said 2 hours and it's been almost 4 ... is your internet down ? 0
+3113 aight, text me tonight and we'll see what's up 0
+3114 uncle boye. i need movies oh. guide me. plus you know torrents are not particularly legal here. and the system is slowing down. what should i do. have a gr8 day. plus have you started cos i dont meet you online. how was the honey moon. 0
+3115 it's ?? only $140 ard...?? rest all ard $180 at least...which is ?? price 4 ?? 2 bedrm ($900) 0
+3116 beautiful truth against gravity.. read carefully: \our heart feels light when someone is in it.. but it feels very heavy when someone leaves it..\" goodmorning" 0
+3117 wanna get laid 2nite? want real dogging locations sent direct to ur mobile? join the uk's largest dogging network. txt park to 69696 now! nyt. ec2a. 3lp ??1.50/msg 1
+3118 hey i will be really pretty late... you want to go for the lesson first? i will join you. i'm only reaching tp mrt 0
+3119 congrats! nokia 3650 video camera phone is your call 09066382422 calls cost 150ppm ave call 3mins vary from mobiles 16+ close 300603 post bcm4284 ldn wc1n3xx 1
+3120 that's cool, i'll come by like <#> ish 0
+3121 these won't do. have to move on to morphine 0
+3122 mathews or tait or edwards or anderson 0
+3123 ok... 0
+3124 moby pub quiz.win a ??100 high street prize if u know who the new duchess of cornwall will be? txt her first name to 82277.unsub stop ??1.50 008704050406 sp 1
+3125 when're you guys getting back? g said you were thinking about not staying for mcr 0
+3126 do you like italian food? 0
+3127 argh why the fuck is nobody in town ;_; 0
+3128 alrite 0
+3129 no 1 polyphonic tone 4 ur mob every week! just txt pt2 to 87575. 1st tone free ! so get txtin now and tell ur friends. 150p/tone. 16 reply hl 4info 1
+3130 that means from february to april i'll be getting a place to stay down there so i don't have to hustle back and forth during audition season as i have since my sister moved away from harlem. 0
+3131 lmao. take a pic and send it to me. 0
+3132 but i dint slept in afternoon. 0
+3133 you need to get up. now. 0
+3134 saw guys and dolls last night with patrick swayze it was great 0
+3135 speaking of does he have any cash yet? 0
+3136 hey!!! i almost forgot ... happy b-day babe ! i love ya!! 0
+3137 did u turn on the heater? the heater was on and set to <#> degrees. 0
+3138 any pain on urination any thing else? 0
+3139 todays voda numbers ending 5226 are selected to receive a ?350 award. if you hava a match please call 08712300220 quoting claim code 1131 standard rates app 1
+3140 that's what i love to hear :v see you sundayish, then 0
+3141 yup having my lunch buffet now.. u eat already? 0
+3142 do you want a new video phone750 anytime any network mins 150 text for only five pounds per week call 08000776320 now or reply for delivery tomorrow 1
+3143 ok no problem... yup i'm going to sch at 4 if i rem correctly... 0
+3144 sometimes heart remembrs someone very much... forgets someone soon... bcoz heart will not like everyone. but liked ones will be remembered everytime... bslvyl 0
+3145 ?? ready then call me... 0
+3146 he will, you guys close? 0
+3147 mmmmmmm *snuggles into you* ...*deep contented sigh* ... *whispers* ... i fucking love you so much i can barely stand it ... 0
+3148 my friend, she's studying at warwick, we've planned to go shopping and to concert tmw, but it may be canceled, havn't seen for ages, yeah we should get together sometime! 0
+3149 i probably won't eat at all today. i think i'm gonna pop. how was your weekend? did u miss me? 0
+3150 dad says hurry the hell up 0
+3151 horrible gal. me in sch doing some stuff. how come u got mc? 0
+3152 i not at home now lei... 0
+3153 anyway i don't think i can secure anything up here, lemme know if you want me to drive down south and chill 0
+3154 ?? takin linear algebra today? 0
+3155 wiskey brandy rum gin beer vodka scotch shampain wine \kudi\"yarasu dhina vaazhthukkal. .." 0
+3156 honeybee said: *i'm d sweetest in d world* god laughed & said: *wait,u havnt met d person reading this msg* moral: even god can crack jokes! gm+gn+ge+gn:) 0
+3157 kind of. just missed train cos of asthma attack, nxt one in half hr so driving in. not sure where to park. 0
+3158 dude while were makin those weirdy brownies my sister made awesome cookies. i took pics. 0
+3159 they finally came to fix the ceiling. 0
+3160 i'm not. she lip synced with shangela. 0
+3161 thanx 4 2day! u r a goodmate i think ur rite sary! asusual!1 u cheered me up! love u franyxxxxx 0
+3162 new textbuddy chat 2 horny guys in ur area 4 just 25p free 2 receive search postcode or at gaytextbuddy.com. txt one name to 89693. 08715500022 rpl stop 2 cnl 1
+3163 no da. . vijay going to talk in jaya tv 0
+3164 wah... okie okie... muz make use of e unlimited... haha... 0
+3165 pls i wont belive god.not only jesus. 0
+3166 please reserve ticket on saturday eve from chennai to thirunelvali and again from tirunelvali to chennai on sunday eve...i already see in net..no ticket available..i want to book ticket through tackle .. 0
+3167 ha! i wouldn't say that i just didn't read anything into way u seemed. i don't like 2 be judgemental....i save that for fridays in the pub! 0
+3168 and you! will expect you whenever you text! hope all goes well tomo 0
+3169 i wan but too early lei... me outside now wun b home so early... neva mind then... 0
+3170 i cant pick the phone right now. pls send a message 0
+3171 no shoot me. i'm in the docs waiting room. :/ 0
+3172 brainless baby doll..:-d;-), vehicle sariyag drive madoke barolla.. 0
+3173 as one of our registered subscribers u can enter the draw 4 a 100 g.b. gift voucher by replying with enter. to unsubscribe text stop 1
+3174 good evening! how are you? 0
+3175 do you know what mallika sherawat did yesterday? find out now @ <url> 0
+3176 hurry up, i've been weed-deficient for like three days 0
+3177 japanese proverb: if one can do it, u too can do it, if none can do it,u must do it indian version: if one can do it, let him do it.. if none can do it,leave it!! and finally kerala version: if one can do it, stop him doing it.. if none can do it, make a strike against it ... 0
+3178 don no da:)whats you plan? 0
+3179 right on brah, see you later 0
+3180 it vl bcum more difficult.. 0
+3181 my life means a lot to me, not because i love my life, but because i love the people in my life, the world calls them friends, i call them my world:-).. ge:-).. 0
+3182 k go and sleep well. take rest:-). 0
+3183 men like shorter ladies. gaze up into his eyes. 0
+3184 holy living christ what is taking you so long 0
+3185 make that 3! 4 fucks sake?! x 0
+3186 hasn't that been the pattern recently crap weekends? 0
+3187 can i meet ?_ at 5.. as 4 where depends on where ?_ wan 2 in lor.. 0
+3188 it's still not working. and this time i also tried adding zeros. that was the savings. the checking is <#> 0
+3189 yes! the only place in town to meet exciting adult singles is now in the uk. txt chat to 86688 now! 150p/msg. 1
+3190 free unlimited hardcore porn direct 2 your mobile txt porn to 69200 & get free access for 24 hrs then chrgd@50p per day txt stop 2exit. this msg is free 1
+3191 want to finally have lunch today? 0
+3192 havent planning to buy later. i check already lido only got 530 show in e afternoon. u finish work already? 0
+3193 wishing you and your family merry \x\" mas and happy new year in advance.." 0
+3194 i think u have the wrong number. 0
+3195 no probably <#> %. 0
+3196 this is the 2nd time we have tried to contact u. u have won the ??1450 prize to claim just call 09053750005 b4 310303. t&cs/stop sms 08718725756. 140ppm 1
+3197 well done england! get the official poly ringtone or colour flag on yer mobile! text tone or flag to 84199 now! opt-out txt eng stop. box39822 w111wx ??1.50 1
+3198 sounds like you have many talents! would you like to go on a dinner date next week? 0
+3199 no break time one... how... i come out n get my stuff fr ?_? 0
+3200 he is impossible to argue with and he always treats me like his sub, like he never released me ... which he did and i will remind him of that if necessary 0
+3201 haha... really oh no... how? then will they deduct your lesson tmr? 0
+3202 cos i was out shopping wif darren jus now n i called him 2 ask wat present he wan lor. then he started guessing who i was wif n he finally guessed darren lor. 0
+3203 want to send me a virtual hug?... i need one 0
+3204 prabha..i'm soryda..realy..frm heart i'm sory 0
+3205 you will be in the place of that man 0
+3206 oh shut it. omg yesterday i had a dream that i had 2 kids both boys. i was so pissed. not only about the kids but them being boys. i even told mark in my dream that he was changing diapers cause i'm not getting owed in the face. 0
+3207 ta-daaaaa! i am home babe, are you still up ? 0
+3208 t-mobile customer you may now claim your free camera phone upgrade & a pay & go sim card for your loyalty. call on 0845 021 3680.offer ends 28thfeb.t&c's apply 1
+3209 babe ? i lost you ... will you try rebooting ? 0
+3210 you are being ripped off! get your mobile content from www.clubmoby.com call 08717509990 poly/true/pix/ringtones/games six downloads for only 3 1
+3211 i love you. you set my soul on fire. it is not just a spark. but it is a flame. a big rawring flame. xoxo 0
+3212 no dude, its not fake..my frnds got money, thts y i'm reffering u..if u member wit my mail link, u vl be credited <#> rs and il be getiing <#> rs..i can draw my acc wen it is <#> rs.. 0
+3213 aiyah e rain like quite big leh. if drizzling i can at least run home. 0
+3214 take care n get well soon 0
+3215 here is my new address -apples&pairs&all that malarky 0
+3216 fuck babe ... what happened to you ? how come you never came back? 0
+3217 wot u up 2 j? 0
+3218 good afternon, my love. how are today? i hope your good and maybe have some interviews. i wake and miss you babe. a passionate kiss from across the sea 0
+3219 \hey das cool... iknow all 2 wellda peril of studentfinancial crisis!spk 2 u l8r.\"" 0
+3220 why don't you wait 'til at least wednesday to see if you get your . 0
+3221 haha... dont be angry with yourself... take it as a practice for the real thing. =) 0
+3222 lol they were mad at first but then they woke up and gave in. 0
+3223 yoyyooo u know how to change permissions for a drive in mac. my usb flash drive 0
+3224 (that said can you text him one more time?) 0
+3225 only if you promise your getting out as soon as you can. and you'll text me in the morning to let me know you made it in ok. 0
+3226 then we wait 4 u lor... no need 2 feel bad lar... 0
+3227 east coast 0
+3228 dont think so. it turns off like randomlly within 5min of opening 0
+3229 lol ... have you made plans for new years? 0
+3230 what is the plural of the noun research? 0
+3231 que pases un buen tiempo or something like that 0
+3232 wamma get laid?want real doggin locations sent direct to your mobile? join the uks largest dogging network. txt dogs to 69696 now!nyt. ec2a. 3lp ??1.50/msg. 1
+3233 nothing spl..wat abt u and whr ru? 0
+3234 hey babe! i saw you came online for a second and then you disappeared, what happened ? 0
+3235 why i come in between you people 0
+3236 you know my old dom i told you about yesterday ? his name is roger? he got in touch with me last night and wants me to meet him today at 2 pm 0
+3237 are you going to wipro interview today? 0
+3238 he says he'll give me a call when his friend's got the money but that he's definitely buying before the end of the week 0
+3239 the world is running and i am still.maybe all are feeling the same,so be it.or i have to admit,i am mad.then where is the correction?or let me call this is life.and keep running with the world,may be u r also running.lets run. 0
+3240 do you still have the grinder? 0
+3241 already am squatting is the new way of walking 0
+3242 hot live fantasies call now 08707509020 just 20p per min ntt ltd, po box 1327 croydon cr9 5wb 0870..k 1
+3243 i'm at home. please call 0
+3244 sat right? okay thanks... 0
+3245 good night my dear.. sleepwell&take care 0
+3246 i knew it... u slept v late yest? wake up so late... 0
+3247 83039 62735=??450 uk break accommodationvouchers terms & conditions apply. 2 claim you mustprovide your claim number which is 15541 1
+3248 you didn't have to tell me that...now i'm thinking. plus he's going to stop all your runs 0
+3249 watching telugu movie..wat abt u? 0
+3250 do you ever notice that when you're driving, anyone going slower than you is an idiot and everyone driving faster than you is a maniac? 1
+3251 ok i msg u b4 i leave my house. 0
+3252 hungry gay guys feeling hungry and up 4 it, now. call 08718730555 just 10p/min. to stop texts call 08712460324 (10p/min) 1
+3253 xxxmobilemovieclub: to use your credit, click the wap link in the next txt message or click here>> http://wap. xxxmobilemovieclub.com?n=qjkgighjjgcbl 1
+3254 at what time are you coming. 0
+3255 cos darren say ?_ considering mah so i ask ?_... 0
+3256 erm ??_ ill pick you up at about 6.45pm. that'll give enough time to get there, park and that. 0
+3257 the world's most happiest frnds never have the same characters... dey just have the best understanding of their differences... 0
+3258 and pls pls drink plenty plenty water 0
+3259 all boys made fun of me today. ok i have no problem. i just sent one message just for fun 0
+3260 wen ur lovable bcums angry wid u, dnt take it seriously.. coz being angry is d most childish n true way of showing deep affection, care n luv!.. kettoda manda... have nice day da. 0
+3261 oh mr sheffield! you wanna play that game, okay. you're the boss and i'm the nanny. you give me a raise and i'll give you one!! 0
+3262 jus finish my lunch on my way home lor... i tot u dun wan 2 stay in sch today... 0
+3263 get 3 lions england tone, reply lionm 4 mono or lionp 4 poly. 4 more go 2 www.ringtones.co.uk, the original n best. tones 3gbp network operator rates apply. 1
+3264 what i told before i tell. stupid hear after i wont tell anything to you. you dad called to my brother and spoken. not with me. 0
+3265 the xmas story is peace.. the xmas msg is love.. the xmas miracle is jesus.. hav a blessed month ahead & wish u merry xmas... 0
+3266 don't forget who owns you and who's private property you are ... and be my good boy always .. *passionate kiss* 0
+3267 sorry, i'll call later 0
+3268 thanks for your ringtone order, reference number x49.your mobile will be charged 4.50. should your tone not arrive please call customer services 09065989182 1
+3269 i've told you everything will stop. just dont let her get dehydrated. 0
+3270 usually the body takes care of it buy making sure it doesnt progress. can we pls continue this talk on saturday. 0
+3271 my battery is low babe 0
+3272 hahaha..use your brain dear 0
+3273 hi good mornin.. thanku wish u d same.. 0
+3274 shall i get my pouch? 0
+3275 what today-sunday..sunday is holiday..so no work.. 0
+3276 sorry battery died, yeah i'm here 0
+3277 reminder: you have not downloaded the content you have already paid for. goto http://doit. mymoby. tv/ to collect your content. 1
+3278 i dun thk i'll quit yet... hmmm, can go jazz ? yogasana oso can... we can go meet em after our lessons den... 0
+3279 slept? i thinkthis time ( <#> pm) is not dangerous 0
+3280 hi' test on <#> rd .... 0
+3281 was it something u ate? 0
+3282 ok thats cool. its , just off either raglan rd or edward rd. behind the cricket ground. gimme ring when ur closeby see you tuesday. 0
+3283 ill call you evening ill some ideas. 0
+3284 check mail.i have mailed varma and kept copy to you regarding membership.take care.insha allah. 0
+3285 u wan 2 haf lunch i'm in da canteen now. 0
+3286 urgent!! your 4* costa del sol holiday or ??5000 await collection. call 09050090044 now toclaim. sae, tc s, pobox334, stockport, sk38xh, cost??1.50/pm, max10mins 1
+3287 should i tell my friend not to come round til like <#> ish? 0
+3288 haha mayb u're rite... u know me well. da feeling of being liked by someone is gd lor. u faster go find one then all gals in our group attached liao. 0
+3289 i dnt wnt to tlk wid u 0
+3290 had the money issue weigh me down but thanks to you, i can breathe easier now. i.ll make sure you dont regret it. thanks. 0
+3291 more people are dogging in your area now. call 09090204448 and join like minded guys. why not arrange 1 yourself. there's 1 this evening. a??1.50 minapn ls278bb 1
+3292 who are you seeing? 0
+3293 hows the street where the end of library walk is? 0
+3294 she ran off with a younger man. we will make pretty babies together :) 0
+3295 hey gals.. anyone of u going down to e driving centre tmr? 0
+3296 ok lor. 0
+3297 7 wonders in my world 7th you 6th ur style 5th ur smile 4th ur personality 3rd ur nature 2nd ur sms and 1st \ur lovely friendship\"... good morning dear" 0
+3298 smile in pleasure smile in pain smile when trouble pours like rain smile when sum1 hurts u smile becoz someone still loves to see u smiling!! 0
+3299 urgent! your mobile no *********** won a ??2,000 bonus caller prize on 02/06/03! this is the 2nd attempt to reach you! call 09066362220 asap! box97n7qp, 150ppm 1
+3300 i sent you the prices and do you mean the <#> g, 0
+3301 ok. i.ll do you right later. 0
+3302 ya even those cookies have jelly on them 0
+3303 you're not sure that i'm not trying to make xavier smoke because i don't want to smoke after being told i smoke too much? 0
+3304 hi darlin i hope you had a nice night i wish i had come cant wait to see you love fran ps i want dirty anal sex and i want a 10 man gang bang 0
+3305 this is the 2nd time we have tried 2 contact u. u have won the 750 pound prize. 2 claim is easy, call 08712101358 now! only 10p per min. bt-national-rate 1
+3306 aight, i'll text you when i'm back 0
+3307 i just made some payments so dont have that much. sorry. would you want it fedex or the other way. 0
+3308 will do. was exhausted on train this morning. too much wine and pie. you sleep well too 0
+3309 alex knows a guy who sells mids but he's down in south tampa and i don't think i could set it up before like 8 0
+3310 sorry i now then c ur msg... yar lor so poor thing... but only 4 one night... tmr u'll have a brand new room 2 sleep in... 0
+3311 <#> w jetton ave if you forgot 0
+3312 your account has been credited with 500 free text messages. to activate, just txt the word: credit to no: 80488 t&cs www.80488.biz 1
+3313 wanna have a laugh? try chit-chat on your mobile now! logon by txting the word: chat and send it to no: 8883 cm po box 4217 london w1a 6zf 16+ 118p/msg rcvd 1
+3314 its a valentine game. . . send dis msg to all ur friends. . if 5 answers r d same then someone really loves u. . ques- which colour suits me the best? 0
+3315 for ur chance to win a ??250 wkly shopping spree txt: shop to 80878. t's&c's www.txt-2-shop.com custcare 08715705022, 1x150p/wk 1
+3316 dude ive been seeing a lotta corvettes lately 0
+3317 i cant pick the phone right now. pls send a message 0
+3318 watever relation u built up in dis world only thing which remains atlast iz lonlines with lotz n lot memories! feeling.. 0
+3319 maybe i could get book out tomo then return it immediately ..? or something. 0
+3320 if i die i want u to have all my stuffs. 0
+3321 good morning princess! happy new year! 0
+3322 haha good to hear, i'm officially paid and on the market for an 8th 0
+3323 , ow u dey.i paid 60,400thousad.i told u would call . 0
+3324 short but cute: \be a good person 0
+3325 what is important is that you prevent dehydration by giving her enough fluids 0
+3326 u meet other fren dun wan meet me ah... muz b a guy rite... 0
+3327 arngd marriage is while u r walkin unfortuntly a snake bites u. bt love marriage is dancing in frnt of d snake & sayin bite me, bite me. 0
+3328 what not under standing. 0
+3329 i'm also came to room. 0
+3330 lol yep did that yesterday. already got my fireplace. now its just another icon sitting there for me. 0
+3331 ugh just got outta class 0
+3332 yes. nigh you cant aha. 0
+3333 am new 2 club & dont fink we met yet will b gr8 2 c u please leave msg 2day wiv ur area 09099726553 reply promised carlie x calls??1/minmobsmore lkpobox177hp51fl 1
+3334 have you got xmas radio times. if not i will get it now 0
+3335 sen told that he is going to join his uncle finance in cbe 0
+3336 i had askd u a question some hours before. its answer 0
+3337 i'm in a movie. call me 4 wat? 0
+3338 so li hai... me bored now da lecturer repeating last weeks stuff waste time... 0
+3339 did you show him and wot did he say or could u not c him 4 dust? 0
+3340 what happen dear tell me 0
+3341 are you this much buzy 0
+3342 u sure u can't take any sick time? 0
+3343 ok. i only ask abt e movie. u wan ktv oso? 0
+3344 nope, i'm still in the market 0
+3345 this weeks savamob member offers are now accessible. just call 08709501522 for details! savamob, pobox 139, la3 2wu. only ??1.50/week. savamob - offers mobile! 1
+3346 sir, i need velusamy sir's date of birth and company bank facilities details. 0
+3347 that is wondar full flim. 0
+3348 have you had a good day? mine was really busy are you up to much tomorrow night? 0
+3349 sexy sexy cum and text me im wet and warm and ready for some porn! u up for some fun? this msg is free recd msgs 150p inc vat 2 cancel text stop 1
+3350 mmm so yummy babe ... nice jolt to the suzy 0
+3351 dont flatter yourself... tell that man of mine two pints of carlin in ten minutes please.... 0
+3352 seriously. tell her those exact words right now. 0
+3353 love has one law; make happy the person you love. in the same way friendship has one law; never make ur friend feel alone until you are alive.... gud night 0
+3354 huh means computational science... y they like dat one push here n there... 0
+3355 i cant pick the phone right now. pls send a message 0
+3356 do you like shaking your booty on the dance floor? 0
+3357 jay wants to work out first, how's 4 sound? 0
+3358 thank you princess! i want to see your nice juicy booty... 0
+3359 hmmm.still we dont have opener? 0
+3360 haven't eaten all day. i'm sitting here staring at this juicy pizza and i can't eat it. these meds are ruining my life. 0
+3361 night has ended for another day, morning has come in a special way. may you smile like the sunny rays and leaves your worries at the blue blue bay. gud mrng 0
+3362 i'd say that's a good sign but, well, you know my track record at reading women 0
+3363 university of southern california. 0
+3364 8007 25p 4 alfie moon's children in need song on ur mob. tell ur m8s. txt tone charity to 8007 for nokias or poly charity for polys :zed 08701417012 profit 2 charity 1
+3365 thanks again for your reply today. when is ur visa coming in. and r u still buying the gucci and bags. my sister things are not easy, uncle john also has his own bills so i really need to think about how to make my own money. later sha. 0
+3366 yup... i havent been there before... you want to go for the yoga? i can call up to book 0
+3367 understand. his loss is my gain :) so do you work? school? 0
+3368 i have lost 10 kilos as of today! 0
+3369 is avatar supposed to have subtoitles 0
+3370 \urgent! this is the 2nd attempt to contact u!u have won ??1000call 09071512432 b4 300603t&csbcm4235wc1n3xx.callcost150ppmmobilesvary. max??7. 50\"" 1
+3371 dear i am not denying your words please 0
+3372 am on the uworld site. am i buying the qbank only or am i buying it with the self assessment also? 0
+3373 i hope your alright babe? i worry that you might have felt a bit desparate when you learned the job was a fake ? i am here waiting when you come back, my love 0
+3374 i take it we didn't have the phone callon friday. can we assume we won't have it this year now? 0
+3375 latest nokia mobile or ipod mp3 player +??400 proze guaranteed! reply with: win to 83355 now! norcorp ltd.??1,50/mtmsgrcvd18+ 1
+3376 or i go home first lar ?_ wait 4 me lor.. i put down my stuff first.. 0
+3377 sorry man, my stash ran dry last night and i can't pick up more until sunday 0
+3378 hiya, had a good day? have you spoken to since the weekend? 0
+3379 how much are we getting? 0
+3380 you are a big chic. common. declare 0
+3381 no we sell it all so we'll have tons if coins. then sell our coins to someone thru paypal. voila! money back in life pockets:) 0
+3382 yunny i'm walking in citylink now ?_ faster come down... me very hungry... 0
+3383 oh great. i.ll disturb him more so that we can talk. 0
+3384 that's y u haf 2 keep me busy... 0
+3385 our mobile number has won ??5000, to claim calls us back or ring the claims hot line on 09050005321. 1
+3386 u have a secret admirer. reveal who thinks u r so special. call 09065174042. to opt out reply reveal stop. 1.50 per msg recd. cust care 07821230901 1
+3387 networking job is there. 0
+3388 k..k...from tomorrow onwards started ah? 0
+3389 yes. they replied my mail. i'm going to the management office later. plus will in to bank later also.or on wednesday. 0
+3390 yeah sure i'll leave in a min 0
+3391 how come? 0
+3392 i think i've fixed it can you send a test message? 0
+3393 k i'll head out in a few mins, see you there 0
+3394 love isn't a decision, it's a feeling. if we could decide who to love, then, life would be much simpler, but then less magical 0
+3395 u r too much close to my heart. if u go away i will be shattered. plz stay with me. 0
+3396 yes! the only place in town to meet exciting adult singles is now in the uk. txt chat to 86688 now! 150p/msg. 1
+3397 and how you will do that, princess? :) 0
+3398 please da call me any mistake from my side sorry da. pls da goto doctor. 0
+3399 yeah, we can probably swing by once my roommate finishes up with his girl 0
+3400 u attend ur driving lesson how many times a wk n which day? 0
+3401 can you open the door? 0
+3402 hi frnd, which is best way to avoid missunderstding wit our beloved one's? 0
+3403 future is not what we planned for tomorrow.....! it is the result of what we do today...! do the best in present... enjoy the future. 0
+3404 congratulations ur awarded either a yrs supply of cds from virgin records or a mystery gift guaranteed call 09061104283 ts&cs www.smsco.net ??1.50pm approx 3mins 1
+3405 nope but i'm going home now then go pump petrol lor... like going 2 rain soon... 0
+3406 blank is blank. but wat is blank? lol 0
+3407 \gran onlyfound out afew days ago.cusoon honi\"" 0
+3408 probably not, still going over some stuff here 0
+3409 stupid.its not possible 0
+3410 yes. it's all innocent fun. o:-) 0
+3411 thank you. i like you as well... 0
+3412 r we still meeting 4 dinner tonight? 0
+3413 lol ... i really need to remember to eat when i'm drinking but i do appreciate you keeping me company that night babe *smiles* 0
+3414 great to hear you are settling well. so what's happenin wit ola? 0
+3415 no one interested. may be some business plan. 0
+3416 geeeee ... i love you so much i can barely stand it 0
+3417 meet after lunch la... 0
+3418 was gr8 to see that message. so when r u leaving? congrats dear. what school and wat r ur plans. 0
+3419 was actually sleeping and still might when u call back. so a text is gr8. you rock sis. will send u a text wen i wake. 0
+3420 sian... aft meeting supervisor got work 2 do liao... u working now? 0
+3421 s:-)kallis wont play in first two odi:-) 0
+3422 life has never been this much fun and great until you came in. you made it truly special for me. i won't forget you! enjoy @ one gbp/sms 1
+3423 pass dis to all ur contacts n see wat u get! red;i'm in luv wid u. blue;u put a smile on my face. purple;u r realy hot. pink;u r so swt. orange;i thnk i lyk u. green;i realy wana go out wid u. yelow;i wnt u bck. black;i'm jealous of u. brown;i miss you nw plz giv me one color 0
+3424 thts wat wright brother did to fly.. 0
+3425 mm you ask him to come its enough :-) 0
+3426 maybe you should find something else to do instead??? 0
+3427 as usual..iam fine, happy & doing well..:) 0
+3428 you have won! as a valued vodafone customer our computer has picked you to win a ??150 prize. to collect is easy. just call 09061743386 1
+3429 sorry i din lock my keypad. 0
+3430 k, wen ur free come to my home and also tel vikky i hav sent mail to him also.. better come evening il be free today aftr 6pm..:-) 0
+3431 babe, i'm back ... come back to me ... 0
+3432 am i that much dirty fellow? 0
+3433 will purchase d stuff today and mail to you. do you have a po box number? 0
+3434 quite ok but a bit ex... u better go eat smth now else i'll feel guilty... 0
+3435 pls help me tell sura that i'm expecting a battery from hont. and that if should pls send me a message about how to download movies. thanks 0
+3436 i have gone into get info bt dont know what to do 0
+3437 hey chief, can you give me a bell when you get this. need to talk to you about this royal visit on the 1st june. 0
+3438 somebody should go to andros and steal ice 0
+3439 may i call you later pls 0
+3440 fuck cedar key and fuck her (come over anyway tho) 0
+3441 what's nannys address? 0
+3442 congrats! 2 mobile 3g videophones r yours. call 09063458130 now! videochat wid your mates, play java games, dload polyph music, noline rentl. 1
+3443 huh so slow i tot u reach long ago liao... u 2 more days only i 4 more leh... 0
+3444 u horrible gal... u knew dat i was going out wif him yest n u still come n ask me... 0
+3445 spoons it is then okay? 0
+3446 hey we can go jazz power yoga hip hop kb and yogasana 0
+3447 al he does is moan at me if n e thin goes wrong its my fault&al de arguments r my fault&fed up of him of himso y bother? hav 2go, thanx.xx 0
+3448 lol! nah wasn't too bad thanks. its good to b home but its been quite a reality check. hows ur day been? did u do anything with website? 0
+3449 the length is e same but e top shorter n i got a fringe now. i thk i'm not going liao. too lazy. dun wan 2 distract u also. 0
+3450 howz that persons story 0
+3451 1's reach home call me. 0
+3452 no current and food here. i am alone also 0
+3453 ok 0
+3454 yup i thk cine is better cos no need 2 go down 2 plaza mah. 0
+3455 not for possession, especially not first offense 0
+3456 and by when you're done i mean now 0
+3457 yetunde, i'm sorry but moji and i seem too busy to be able to go shopping. can you just please find some other way to get what you wanted us to get. please forgive me. you can reply free via yahoo messenger. 0
+3458 sorry . i will be able to get to you. see you in the morning. 0
+3459 my computer just fried the only essential part we don't keep spares of because my fucking idiot roommates looovvve leaving the thing running on full <#> /7 0
+3460 u're welcome... caught u using broken english again... 0
+3461 my drive can only be read. i need to write 0
+3462 aiyar sorry lor forgot 2 tell u... 0
+3463 sorry, i'll call later 0
+3464 sez, hows u & de arab boy? hope u r all good give my love 2 evry1 love ya eshxxxxxxxxxxx 0
+3465 sounds good, keep me posted 0
+3466 call germany for only 1 pence per minute! call from a fixed line via access number 0844 861 85 85. no prepayment. direct access! www.telediscount.co.uk 1
+3467 dear u've been invited to xchat. this is our final attempt to contact u! txt chat to 86688 150p/msgrcvdhg/suite342/2lands/row/w1j6hl ldn 18 yrs 1
+3468 you have been selected to stay in 1 of 250 top british hotels - for nothing! holiday worth ??350! to claim, call london 02072069400. bx 526, sw73ss 1
+3469 k:)k:)good:)study well. 0
+3470 otherwise had part time job na-tuition.. 0
+3471 it wont b until 2.15 as trying 2 sort house out, is that ok? 0
+3472 \cha quiteamuzing that??scool babe 0
+3473 that's one of the issues but california is okay. no snow so its manageable 0
+3474 okie.. thanx.. 0
+3475 appt is at <time> am. not my fault u don't listen. i told u twice 0
+3476 buzzzz! *grins* did i buzz your ass? buzz your chest ? buzz your cock ? where do you keep your phone ? is the vibrator on ? did you feel it shake ? 0
+3477 great comedy..cant stop laughing da:) 0
+3478 no that just means you have a fat head 0
+3479 we're on the opposite side from where we dropped you off 0
+3480 hi ....my engagement has been fixd on <#> th of next month. i know its really shocking bt....hmm njan vilikkam....t ws al of a sudn;-(. 0
+3481 hey u still at the gym? 0
+3482 yup n her fren lor. i'm meeting my fren at 730. 0
+3483 yes... i trust u to buy new stuff asap so i can try it out 0
+3484 by the way, i've put a skip right outside the front of the house so you can see which house it is. just pull up before it. 0
+3485 honeybee said: *i'm d sweetest in d world* god laughed & said: *wait,u havnt met d person reading this msg* moral: even god can crack jokes! gm+gn+ge+gn:) 0
+3486 88066 from 88066 lost 3pound help 1
+3487 no. i.ll meet you in the library 0
+3488 anything lor. juz both of us lor. 0
+3489 me, i dont know again oh 0
+3490 in meeting da. i will call you 0
+3491 if you aren't here in the next <#> hours imma flip my shit 0
+3492 i went to project centre 0
+3493 this is wishing you a great day. moji told me about your offer and as always i was speechless. you offer so easily to go to great lengths on my behalf and its stunning. my exam is next friday. after that i will keep in touch more. sorry. 0
+3494 what you doing?how are you? 0
+3495 i wish things were different. i wonder when i will be able to show you how much i value you. pls continue the brisk walks no drugs without askin me please and find things to laugh about. i love you dearly. 0
+3496 lol no. u can trust me. 0
+3497 sorry vikky, i'm watching olave mandara movie kano in trishul theatre wit my frnds.. 0
+3498 dont kick coco when he's down 0
+3499 how was txting and driving 0
+3500 am i the only one who doesn't stalk profiles? 0
+3501 good morning plz call me sir 0
+3502 detroit. the home of snow. enjoy it. 0
+3503 tell them u have a headache and just want to use 1 hour of sick time. 0
+3504 it could work, we'll reach a consensus at the next meeting 0
+3505 in fact when do you leave? i think addie goes back to school tues or wed 0
+3506 good afternoon starshine! how's my boytoy? does he crave me yet? ache to fuck me ? *sips cappuccino* i miss you babe *teasing kiss* 0
+3507 when you just put in the + sign, choose my number and the pin will show. right? 0
+3508 great new offer - double mins & double txt on best orange tariffs and get latest camera phones 4 free! call mobileupd8 free on 08000839402 now! or 2stoptxt t&cs 1
+3509 hmm...bad news...hype park plaza $700 studio taken...only left 2 bedrm-$900... 0
+3510 ditto. and you won't have to worry about me saying anything to you anymore. like i said last night, you do whatever you want and i'll do the same. peace. 0
+3511 that day ?_ say ?_ cut ur hair at paragon, is it called hair sense? do ?_ noe how much is a hair cut? 0
+3512 en chikku nange bakra msg kalstiya..then had tea/coffee? 0
+3513 somewhere out there beneath the pale moon light someone think in of u some where out there where dreams come true... goodnite & sweet dreams 0
+3514 s:)no competition for him. 0
+3515 s:)8 min to go for lunch:) 0
+3516 g wants to know where the fuck you are 0
+3517 i've reached home finally... 0
+3518 yep, by the pretty sculpture 0
+3519 wishing you and your family merry \x\" mas and happy new year in advance.." 0
+3520 meanwhile in the shit suite: xavier decided to give us <#> seconds of warning that samantha was coming over and is playing jay's guitar to impress her or some shit. also i don't think doug realizes i don't live here anymore 0
+3521 minimum walk is 3miles a day. 0
+3522 big brother???s really scraped the barrel with this shower of social misfits 0
+3523 win: we have a winner! mr. t. foley won an ipod! more exciting prizes soon, so keep an eye on ur mobile or visit www.win-82050.co.uk 1
+3524 how are you holding up? 0
+3525 piss is talking is someone that realise u that point this at is it.(now read it backwards) 0
+3526 what are you doing in langport? sorry, but i'll probably be in bed by 9pm. it sucks being ill at xmas! when do you and go2sri lanka? 0
+3527 ew are you one of them? 0
+3528 what * u wearing? 0
+3529 did u fix the teeth?if not do it asap.ok take care. 0
+3530 mm i am on the way to railway 0
+3531 dear got bus directly to calicut 0
+3532 we know taj mahal as symbol of love. but the other lesser known facts 1. mumtaz was shahjahan's 4th wife, out of his 7 wifes. 2. shahjahan killed mumtaz's husband to marry her. 3. mumtaz died in her <#> th delivery. 4. he then married mumtaz's sister. question arises where the hell is the love?:-| -the great hari- 0
+3533 just checked out, heading out to drop off my stuff now 0
+3534 nice.nice.how is it working? 0
+3535 i calls you later. afternoon onwords mtnl service get problem in south mumbai. i can hear you but you cann't listen me. 0
+3536 do you want a new video handset? 750 anytime any network mins? half price line rental? camcorder? reply or call 08000930705 for delivery tomorrow 1
+3537 aiyah ok wat as long as got improve can already wat... 0
+3538 how did you find out in a way that didn't include all of these details 0
+3539 later i guess. i needa do mcat study too. 0
+3540 aight, lemme know what's up 0
+3541 bill, as in: are there any letters for me. i???m expecting one from orange that isn???t a bill but may still say orange on it. 0
+3542 ok i will tell her to stay out. yeah its been tough but we are optimistic things will improve this month. 0
+3543 urgent! we are trying to contact you. last weekends draw shows that you have won a ??900 prize guaranteed. call 09061701939. claim code s89. valid 12hrs only 1
+3544 i'm in town now so i'll jus take mrt down later. 0
+3545 i will come to ur home now 0
+3546 yes! how is a pretty lady like you single? 0
+3547 s but not able to sleep. 0
+3548 i???ll have a look at the frying pan in case it???s cheap or a book perhaps. no that???s silly a frying pan isn???t likely to be a book 0
+3549 is ur paper in e morn or aft tmr? 0
+3550 what do u reckon as need 2 arrange transport if u can't do it, thanks 0
+3551 no other valentines huh? the proof is on your fb page. ugh i'm so glad i really didn't watch your rupaul show you tool! 0
+3552 hm good morning, headache anyone? :-) 0
+3553 doesn't g have class early tomorrow and thus shouldn't be trying to smoke at <#> 0
+3554 wat makes some people dearer is not just de happiness dat u feel when u meet them but de pain u feel when u miss dem!!! 0
+3555 hhahhaahahah rofl wtf nig was leonardo in your room or something 0
+3556 you are a winner you have been specially selected to receive ??1000 cash or a ??2000 award. speak to a live operator to claim call 087147123779am-7pm. cost 10p 1
+3557 yetunde i'm in class can you not run water on it to make it ok. pls now. 0
+3558 \thinking of u ;) x\"" 0
+3559 ok lor. i'm in town now lei. 0
+3560 no drama pls.i have had enough from you and family while i am struggling in the hot sun in a strange place.no reason why there should be an ego of not going 'if not invited' when actually its necessity to go.wait for very serious reppurcussions. 0
+3561 he's really into skateboarding now despite the fact that he gets thrown off of it and winds up with bandages and shit all over his arms every five minutes 0
+3562 say this slowly.? god,i love you & i need you,clean my heart with your blood.send this to ten special people & u c miracle tomorrow, do it,pls,pls do it... 0
+3563 huh? 6 also cannot? then only how many mistakes? 0
+3564 \wen u miss someone why to miss them just keep-in-touch\" gdeve.." 0
+3565 sorry about earlier. putting out fires.are you around to talk after 9? or do you actually have a life, lol! 0
+3566 we will meet soon princess! ttyl! 0
+3567 ill b down soon 0
+3568 want to funk up ur fone with a weekly new tone reply tones2u 2 this text. www.ringtones.co.uk, the original n best. tones 3gbp network operator rates apply 1
+3569 haha, my friend tyler literally just asked if you could get him a dubsack 0
+3570 i dled 3d its very imp 0
+3571 are you ok. what happen to behave like this 0
+3572 damn, can you make it tonight or do you want to just wait til tomorrow 0
+3573 +123 congratulations - in this week's competition draw u have won the ??1450 prize to claim just call 09050002311 b4280703. t&cs/stop sms 08718727868. over 18 only 150ppm 1
+3574 then mum's repent how? 0
+3575 ever green quote ever told by jerry in cartoon \a person who irritates u always is the one who loves u vry much but fails to express it...!..!! :-) :-) gud nyt" 0
+3576 no da if you run that it activate the full version da. 0
+3577 haiyoh... maybe your hamster was jealous of million 0
+3578 senthil group company apnt 5pm. 0
+3579 hottest pics straight to your phone!! see me getting wet and wanting, just for you xx text pics to 89555 now! txt costs 150p textoperator g696ga 18 xxx 1
+3580 there generally isn't one. it's an uncountable noun - u in the dictionary. pieces of research? 0
+3581 today iz yellow rose day. if u love my frndship give me 1 misscall & send this to ur frndz & see how many miss calls u get. if u get 6missed u marry ur lover. 0
+3582 ya:)going for restaurant.. 0
+3583 oh did you charge camera 0
+3584 my uncles in atlanta. wish you guys a great semester. 0
+3585 how is my boy? no sweet words left for me this morning ... *sighs* ... how goes you day, my love ? did you start your studying? 0
+3586 yep, the great loxahatchee xmas tree burning of <#> starts in an hour 0
+3587 :-) yeah! lol. luckily i didn't have a starring role like you! 0
+3588 how do friends help us in problems? they give the most stupid suggestion that lands us into another problem and helps us forgt the previous problem 0
+3589 abeg, make profit. but its a start. are you using it to get sponsors for the next event? 0
+3590 hi im having the most relaxing time ever! we have to get up at 7am every day! was the party good the other night? i get home tomorrow at 5ish. 0
+3591 camera - you are awarded a sipix digital camera! call 09061221066 fromm landline. delivery within 28 days 1
+3592 i've got it down to a tea. not sure which flavour 0
+3593 yeah like if it goes like it did with my friends imma flip my shit in like half an hour 0
+3594 we don call like <#> times oh. no give us hypertension oh. 0
+3595 armand says get your ass over to epsilon 0
+3596 * will have two more cartons off u and is very pleased with shelves 0
+3597 oh really?? did you make it on air? what's your talent? 0
+3598 i love you both too :-) 0
+3599 you're right i have now that i think about it 0
+3600 i dont have any of your file in my bag..i was in work when you called me.i 'll tell you if i find anything in my room. 0
+3601 thanx but my birthday is over already. 0
+3602 do u noe wat time e place dat sells 4d closes? 0
+3603 ok... ur typical reply... 0
+3604 no i'm not gonna be able to. || too late notice. || i'll be home in a few weeks anyway. || what are the plans 0
+3605 urgent! your mobile number has been awarded with a ??2000 prize guaranteed. call 09061790121 from land line. claim 3030. valid 12hrs only 150ppm 1
+3606 monthly password for wap. mobsi.com is 391784. use your wap phone not pc. 1
+3607 msgs r not time pass.they silently say that i am thinking of u right now and also making u think of me at least 4 a moment. gd nt.swt drms @shesil 0
+3608 hi the way i was with u 2day, is the normal way&this is the real me. ur unique&i hope i know u 4 the rest of mylife. hope u find wot was lost. 0
+3609 please ask mummy to call father 0
+3610 hey, i missed you tm of last night as my phone was on the charge ... *smiles* ... i am meeting a friend shortly 0
+3611 those were my exact intentions 0
+3612 you are a winner u have been specially selected 2 receive ??1000 cash or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810810 1
+3613 only once then after ill obey all yours. 0
+3614 do you hide anythiing or keeping distance from me 0
+3615 until 545 lor... ya, can go 4 dinner together... 0
+3616 the guy (kadeem) hasn't been selling since the break, i know one other guy but he's paranoid as fuck and doesn't like selling without me there and i can't be up there til late tonight 0
+3617 hey you still want to go for yogasana? coz if we end at cine then can go bathe and hav the steam bath 0
+3618 send a logo 2 ur lover - 2 names joined by a heart. txt love name1 name2 mobno eg love adam eve 07123456789 to 87077 yahoo! pobox36504w45wq txtno 4 no ads 150p 1
+3619 thank u! 0
+3620 for you information, ikea is spelled with all caps. that is not yelling. when you thought i had left you, you were sitting on the bed among the mess when i came in. i said we were going after you got home from class. please don't try and bullshit me. it makes me want to listen to you less. 0
+3621 i wnt to buy a bmw car urgently..its vry urgent.but hv a shortage of <#> lacs.there is no source to arng dis amt. <#> lacs..thats my prob 0
+3622 smsservices. for yourinclusive text credits, pls goto www.comuk.net login= 3qxj9 unsubscribe with stop, no extra charge. help 08702840625.comuk. 220-cm2 9ae 1
+3623 just sleeping..and surfing 0
+3624 babe, i need your advice 0
+3625 u have a secret admirer who is looking 2 make contact with u-find out who they r*reveal who thinks ur so special-call on 09058094599 1
+3626 lol ok your forgiven :) 0
+3627 where you. what happen 0
+3628 not sure i have the stomach for it ... 0
+3629 yeah whatever lol 0
+3630 yeah just open chat and click friend lists. then make the list. easy as pie 0
+3631 that's good. lets thank god. please complete the drug. have lots of water. and have a beautiful day. 0
+3632 do u konw waht is rael friendship im gving yuo an exmpel: jsut ese tihs msg.. evrey splleing of tihs msg is wrnog.. bt sitll yuo can raed it wihtuot ayn mitsake.. goodnight & have a nice sleep..sweet dreams.. 0
+3633 yup i thk they r e teacher said that will make my face look longer. darren ask me not 2 cut too short. 0
+3634 oic... i saw him too but i tot he din c me... i found a group liao... 0
+3635 when u love someone dont make them to love u as much as u do. but love them so much that they dont want to be loved by anyone except you... gud nit. 0
+3636 are you this much buzy 0
+3637 free message activate your 500 free text messages by replying to this message with the word free for terms & conditions, visit www.07781482378.com 1
+3638 u are subscribed to the best mobile content service in the uk for ??3 per 10 days until you send stop to 82324. helpline 08706091795 1
+3639 bought one ringtone and now getting texts costing 3 pound offering more tones etc 1
+3640 dont pick up d call when something important is there to tell. hrishi 0
+3641 my mobile number.pls sms ur mail id.convey regards to achan,amma.rakhesh.qatar 0
+3642 she's good. how are you. where r u working now 0
+3643 at home watching tv lor. 0
+3644 we are at grandmas. oh dear, u still ill? i felt shit this morning but i think i am just hungover! another night then. we leave on sat. 0
+3645 i am in office:)whats the matter..msg me now.i will call you at break:). 0
+3646 onum ela pa. normal than. 0
+3647 at home by the way 0
+3648 hope ur head doesn't hurt 2 much ! am ploughing my way through a pile of ironing ! staying in with a chinky tonight come round if you like. 0
+3649 what does the dance river do? 0
+3650 hope you are not scared! 0
+3651 ;-) ok. i feel like john lennon. 0
+3652 just getting back home 0
+3653 urgent! please call 09061743811 from landline. your abta complimentary 4* tenerife holiday or ??5000 cash await collection sae t&cs box 326 cw25wx 150ppm 1
+3654 try neva mate!! 0
+3655 i'm eatin now lor, but goin back to work soon... e mountain deer show huh... i watch b4 liao, very nice... 0
+3656 why tired what special there you had 0
+3657 poyyarikatur,kolathupalayam,unjalur post,erode dis, <#> . 0
+3658 i thk u dun haf 2 hint in e forum already lor... cos i told ron n darren is going 2 tell shuhui. 0
+3659 you are a great role model. you are giving so much and i really wish each day for a miracle but god as a reason for everything and i must say i wish i knew why but i dont. i've looked up to you since i was young and i still do. have a great day. 0
+3660 where is it. is there any opening for mca. 0
+3661 sorry, i'll call later 0
+3662 your gonna be the death if me. i'm gonna leave a note that says its all robs fault. avenge me. 0
+3663 o we cant see if we can join denis and mina? or does denis want alone time 0
+3664 okie... 0
+3665 upgrdcentre orange customer, you may now claim your free camera phone upgrade for your loyalty. call now on 0207 153 9153. offer ends 26th july. t&c's apply. opt-out available 1
+3666 i wake up long ago already... dunno, what other thing? 0
+3667 yes ammae....life takes lot of turns you can only sit and try to hold the steering... 0
+3668 sorry, i'll call later 0
+3669 aiyah u did ok already lar. e nydc at wheellock? 0
+3670 what to think no one saying clearly. ok leave no need to ask her. i will go if she come or not 0
+3671 i asked you to call him now ok 0
+3672 dear matthew please call 09063440451 from a landline, your complimentary 4*lux tenerife holiday or ??1000 cash await collection. ppm150 sae t&cs box334 sk38xh. 1
+3673 s.i think he is waste for rr.. 0
+3674 we got a divorce. lol. she.s here 0
+3675 hello! just got here, st andrews-boy its a long way! its cold. i will keep you posted 0
+3676 ok. so april. cant wait 0
+3677 how long does applebees fucking take 0
+3678 ?? dun wan to watch infernal affair? 0
+3679 okay same with me. well thanks for the clarification 0
+3680 how have your little darlings been so far this week? need a coffee run tomo?can't believe it's that time of week already ??_ 0
+3681 dont search love, let love find u. thats why its called falling in love, bcoz u dont force yourself, u just fall and u know there is smeone to hold u... bslvyl 0
+3682 pls send me the correct name da. 0
+3683 it certainly puts things into perspective when something like this happens 0
+3684 we tried to contact you re your response to our offer of a new nokia fone and camcorder hit reply or call 08000930705 for delivery 1
+3685 private! your 2003 account statement for 07753741225 shows 800 un-redeemed s. i. m. points. call 08715203677 identifier code: 42478 expires 24/10/04 1
+3686 hows that watch resizing 0
+3687 win the newest ???harry potter and the order of the phoenix (book 5) reply harry, answer 5 questions - chance to be the first among readers! 1
+3688 i guess you could be as good an excuse as any, lol. 0
+3689 sunshine hols. to claim ur med holiday send a stamped self address envelope to drinks on us uk, po box 113, bray, wicklow, eire. quiz starts saturday! unsub stop 1
+3690 aft i finish my lunch then i go str down lor. ard 3 smth lor. u finish ur lunch already? 0
+3691 hello darlin ive finished college now so txt me when u finish if u can love kate xxx 0
+3692 easy ah?sen got selected means its good.. 0
+3693 \hi darlin did youphone me? im athome if youwanna chat.\"" 0
+3694 omg how did u know what i ate? 0
+3695 ambrith..madurai..met u in arun dha marrge..remembr? 0
+3696 haha, just what i was thinkin 0
+3697 its so common hearin how r u? wat r u doing? how was ur day? so let me ask u something different. did u smile today? if not, do it now.... gud evng. 0
+3698 what is your account number? 0
+3699 sac needs to carry on:) 0
+3700 yun ah.now ?_ wkg where?btw if ?_ go nus sc. ?? wana specialise in wad? 0
+3701 its worse if if uses half way then stops. its better for him to complete it. 0
+3702 the lay man! just to let you know you are missed and thought off. do have a great day. and if you can send me bimbo and ugo's numbers, ill appreciate. safe 0
+3703 no message..no responce..what happend? 0
+3704 i'm very happy for you babe ! woo hoo party on dude! 0
+3705 when i was born, god said, \oh no! another idiot\". when you were born \"oh no! competition\". who knew one day these two will become freinds forever!" 0
+3706 im done. just studyn in library 0
+3707 yes da. any plm at ur office 0
+3708 you'll never believe this but i have actually got off at taunton. wow 0
+3709 sorry, went to bed early, nightnight 0
+3710 wish i were with you now! 0
+3711 wat u doing there? 0
+3712 yeah that's what i thought, lemme know if anything's goin on later 0
+3713 oh oh... den muz change plan liao... go back have to yan jiu again... 0
+3714 hi this is yijue... it's regarding the 3230 textbook it's intro to algorithms second edition... i'm selling it for $50... 0
+3715 okie... 0
+3716 2mro i am not coming to gym machan. goodnight. 0
+3717 nvm... i'm going to wear my sport shoes anyway... i'm going to be late leh. 0
+3718 wait, do you know if wesleys in town? i bet she does hella drugs! 0
+3719 oh for fuck's sake she's in like tallahassee 0
+3720 private! your 2004 account statement for 07742676969 shows 786 unredeemed bonus points. to claim call 08719180248 identifier code: 45239 expires 1
+3721 u have a secret admirer who is looking 2 make contact with u-find out who they r*reveal who thinks ur so special-call on 09058094599 1
+3722 thought we could go out for dinner. i'll treat you! seem ok? 0
+3723 you call him now ok i said call him 0
+3724 as a sim subscriber, you are selected to receive a bonus! get it delivered to your door, txt the word ok to no: 88600 to claim. 150p/msg, exp. 30apr 1
+3725 i can. but it will tell quite long, cos i haven't finish my film yet... 0
+3726 genius what's up. how your brother. pls send his number to my skype. 0
+3727 i'm gonna be home soon and i don't want to talk about this stuff anymore tonight, k? i've cried enough today. 0
+3728 your account has been refilled successfully by inr <decimal> . your keralacircle prepaid account balance is rs <decimal> . your transaction id is kr <#> . 0
+3729 sms auction you have won a nokia 7250i. this is what you get when you win our free auction. to take part send nokia to 86021 now. hg/suite342/2lands row/w1jhl 16+ 1
+3730 it's ok lar. u sleep early too... nite... 0
+3731 ok.ok ok..then..whats ur todays plan 0
+3732 had your mobile 11 months or more? u r entitled to update to the latest colour mobiles with camera for free! call the mobile update co free on 08002986030 1
+3733 hi dear we saw dear. we both are happy. where you my battery is low 0
+3734 the whole car appreciated the last two! dad and are having a map reading semi argument but apart from that things are going ok. p. 0
+3735 today my system sh get ready.all is well and i am also in the deep well 0
+3736 how long has it been since you screamed, princess? 0
+3737 near kalainar tv office.thenampet 0
+3738 aight no rush, i'll ask jay 0
+3739 as a valued customer, i am pleased to advise you that following recent review of your mob no. you are awarded with a ??1500 bonus prize, call 09066364589 1
+3740 wait 2 min..stand at bus stop 0
+3741 thanks for this hope you had a good day today 0
+3742 for the first time in the history 'need' 'comfort' and 'luxury' are sold at same price in india..!! onion-rs. <#> petrol-rs. <#> beer-rs. <#> shesil <#> 0
+3743 ok lor. 0
+3744 sad story of a man - last week was my b'day. my wife did'nt wish me. my parents forgot n so did my kids . i went to work. even my colleagues did not wish. as i entered my cabin my pa said, '' happy b'day boss !!''. i felt special. she askd me 4 lunch. after lunch she invited me to her apartment. we went there. she said,'' do u mind if i go into the bedroom for a minute ? '' ''ok'', i sed in a sexy mood. she came out 5 minuts latr wid a cake...n my wife, my parents, my kidz, my friends n my colleagues. all screaming.. surprise !! and i was waiting on the sofa.. ... ..... ' naked...! 0
+3745 you also didnt get na hi hi hi hi hi 0
+3746 from someone not to smoke when every time i've smoked in the last two weeks is because of you calling or texting me that you wanted to smoke 0
+3747 that sucks. so what do you got planned for your yo valentine? i am your yo valentine aren't i? 0
+3748 yup i'm still having coffee wif my frens... my fren drove she'll give me a lift... 0
+3749 pls what's the full name of joke's school cos fees in university of florida seem to actually be <#> k. pls holla back 0
+3750 hai priya are you right. what doctor said pa. where are you. 0
+3751 i am in tirupur. call you da. 0
+3752 ?? called dad oredi... 0
+3753 okay. i've seen it. so i should pick it on friday? 0
+3754 small problem in auction:)punj now asking tiwary 0
+3755 you've always been the brainy one. 0
+3756 i'm still looking for a car to buy. and have not gone 4the driving test yet. 0
+3757 i tot u reach liao. he said t-shirt. 0
+3758 i havent add ?_ yet right.. 0
+3759 we not watching movie already. xy wants 2 shop so i'm shopping w her now. 0
+3760 shuhui say change 2 suntec steamboat? u noe where? where r u now? 0
+3761 sorry, i'll call you later. i am in meeting sir. 0
+3762 thats cool. how was your day? 0
+3763 are you in town? this is v. important 0
+3764 you are awarded a sipix digital camera! call 09061221061 from landline. delivery within 28days. t cs box177. m221bp. 2yr warranty. 150ppm. 16 . p p??3.99 1
+3765 u r subscribed 2 textcomp 250 wkly comp. 1st wk?s free question follows, subsequent wks charged@150p/msg.2 unsubscribe txt stop 2 84128,custcare 08712405020 1
+3766 i can't make it tonight 0
+3767 natalja (25/f) is inviting you to be her friend. reply yes-440 or no-440 see her: www.sms.ac/u/nat27081980 stop? send stop frnd to 62468 1
+3768 yup... hey then one day on fri we can ask miwa and jiayin take leave go karaoke 0
+3769 i've told him that i've returned it. that should i re order it. 0
+3770 okey dokey swashbuckling stuff what oh. 0
+3771 aight sorry i take ten years to shower. what's the plan? 0
+3772 good! no, don???t need any receipts???well done! (??_) yes, please tell . what???s her number, i could ring her 0
+3773 oh gei. that happend to me in tron. maybe ill dl it in 3d when its out 0
+3774 then ?_ ask dad to pick ?_ up lar... ?? wan 2 stay until 6 meh... 0
+3775 its ok my arm is feeling weak cuz i got a shot so we can go another time 0
+3776 me not waking up until 4 in the afternoon, sup 0
+3777 \me 2 babe i feel the same lets just 4get about it+both try +cheer up+not fit soo muchxxlove u locaxx\"" 0
+3778 1apple/day=no doctor. 1tulsi leaf/day=no cancer. 1lemon/day=no fat. 1cup milk/day=no bone problms 3 litres watr/day=no diseases snd ths 2 whom u care..:-) 0
+3779 haha get used to driving to usf man, i know a lot of stoners 0
+3780 ok no prob. take ur time. 0
+3781 aight, let me know when you're gonna be around usf 0
+3782 bring it if you got it 0
+3783 i'm done oredi... 0
+3784 still i have not checked it da. . . 0
+3785 if i said anything wrong sorry de:-) 0
+3786 well, i have to leave for my class babe ... you never came back to me ... :-( ... hope you have a nice sleep, my love 0
+3787 guess who spent all last night phasing in and out of the fourth dimension 0
+3788 how many licks does it take to get to the center of a tootsie pop? 0
+3789 open rebtel with firefox. when it loads just put plus sign in the user name place, and it will show you two numbers. the lower number is my number. once you pick that number the pin will display okay! 0
+3790 your pussy is perfect! 0
+3791 lol i would but despite these cramps i like being a girl. 0
+3792 loans for any purpose even if you have bad credit! tenants welcome. call noworriesloans.com on 08717111821 1
+3793 sorry, i'll call later 0
+3794 did u got that persons story 0
+3795 babe ? i lost you ... :-( 0
+3796 ok... the theory test? when are ?_ going to book? i think it's on 21 may. coz thought wanna go out with jiayin. but she isnt free 0
+3797 spoke with uncle john today. he strongly feels that you need to sacrifice to keep me here. he's going to call you. when he does, i beg you to just listen. dont make any promises or make it clear things are not easy. and i need you to please let us work things out. as long as i keep expecting help, my creativity will be stifled so pls just keep him happy, no promises on your part. 0
+3798 promotion number: 8714714 - ur awarded a city break and could win a ??200 summer shopping spree every wk. txt store to 88039 . skilgme. tscs087147403231winawk!age16 ??1.50perwksub 1
+3799 can u look 4 me in da lib i got stuff havent finish yet. 0
+3800 hello madam how are you ? 0
+3801 whenevr ur sad, whenevr ur gray, remembr im here 2 listn 2 watevr u wanna say, jus walk wid me a little while,& i promise i'll bring back ur smile.:-) 0
+3802 how do you plan to manage that 0
+3803 the guy did some bitching but i acted like i'd be interested in buying something else next week and he gave it to us for free 0
+3804 \alrite hunny!wot u up 2 2nite? didnt end up goin down town jus da pub instead! jus chillin at da mo in me bedroom!love jen xxx.\"" 0
+3805 ya just telling abt tht incident.. 0
+3806 no but the bluray player can 0
+3807 hello peach! my cake tasts lush! 0
+3808 valentines day special! win over ??1000 in our quiz and take your partner on the trip of a lifetime! send go to 83600 now. 150p/msg rcvd. custcare:08718720201. 1
+3809 awesome question with a cute answer: someone asked a boy \how is ur life?\" . . he smiled & answered: . . \"she is fine!\" gudnite" 0
+3810 sorry, i'll call later 0
+3811 studying. but i.ll be free next weekend. 0
+3812 right it wasnt you who phoned it was someone with a number like yours! 0
+3813 want explicit sex in 30 secs? ring 02073162414 now! costs 20p/min 1
+3814 okey doke. i'm at home, but not dressed cos laying around ill! speak to you later bout times and stuff. 0
+3815 dont think you need yellow card for uk travel. ask someone that has gone before. if you do its just <#> bucks 0
+3816 also sir, i sent you an email about how to log into the usc payment portal. i.ll send you another message that should explain how things are back home. have a great weekend. 0
+3817 dear, will call tmorrow.pls accomodate. 0
+3818 my no. in luton 0125698789 ring me if ur around! h* 0
+3819 joy's father is john. then john is the ____ of joy's father. if u ans ths you hav <#> iq. tis s ias question try to answer. 0
+3820 can you let me know details of fri when u find out cos i'm not in tom or fri. mentionned chinese. thanks 0
+3821 hello! good week? fancy a drink or something later? 0
+3822 helloooo... wake up..! \sweet\" \"morning\" \"welcomes\" \"you\" \"enjoy\" \"this day\" \"with full of joy\".. \"gud mrng\"." 0
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+3824 <forwarded from 448712404000>please call 08712404000 immediately as there is an urgent message waiting for you. 1
+3825 how are u? i have missed u! i havent been up 2 much a bit bored with the holiday want 2 go bak 2 college! sad isnt it?xx 0
+3826 i can't believe how attached i am to seeing you every day. i know you will do the best you can to get to me babe. i will go to teach my class at your midnight 0
+3827 ya i knw u vl giv..its ok thanks kano..anyway enjoy wit ur family wit 1st salary..:-);-) 0
+3828 yes.. now only saw your message.. 0
+3829 u say leh... of course nothing happen lar. not say v romantic jus a bit only lor. i thk e nite scenery not so nice leh. 0
+3830 then just eat a shit and wait for ur monkey face bitch.......... u asshole.................. 0
+3831 feb <#> is \i love u\" day. send dis to all ur \"valued frnds\" evn me. if 3 comes back u'll gt married d person u luv! if u ignore dis u will lose ur luv 4 evr" 0
+3832 i had a good time too. its nice to do something a bit different with my weekends for a change. see ya soon 0
+3833 urgent! we are trying to contact u. todays draw shows that you have won a ??2000 prize guaranteed. call 09066358361 from land line. claim y87. valid 12hrs only 1
+3834 that??s alrite girl, u know gail is neva wrong!!take care sweet and don??t worry.c u l8tr hun!love yaxxx 0
+3835 hiya, probably coming home * weekend after next 0
+3836 awesome, text me when you're restocked 0
+3837 missed call alert. these numbers called but left no message. 07008009200 1
+3838 just do what ever is easier for you 0
+3839 otherwise had part time job na-tuition.. 0
+3840 are you angry with me. what happen dear 0
+3841 honestly i've just made a lovely cup of tea and promptly dropped my keys in it and then burnt my fingers getting them out! 0
+3842 thanx. yup we coming back on sun. finish dinner going back 2 hotel now. time flies, we're tog 4 exactly a mth today. hope we'll haf many more mths to come... 0
+3843 go until jurong point, crazy.. available only in bugis n great world la e buffet... cine there got amore wat... 0
+3844 are you driving or training? 0
+3845 hello lover! how goes that new job? are you there now? are you happy? do you think of me? i wake, my slave and send you a teasing kiss from across the sea 0
+3846 send his number and give reply tomorrow morning for why you said that to him like that ok 0
+3847 this phone has the weirdest auto correct. 0
+3848 so what u doing today? 0
+3849 so wat's da decision? 0
+3850 free any day but i finish at 6 on mon n thurs... 0
+3851 is there any movie theatre i can go to and watch unlimited movies and just pay once? 0
+3852 sir, waiting for your mail. 0
+3853 hi hope u r both ok, he said he would text and he hasn't, have u seen him, let me down gently please 0
+3854 i don't quite know what to do. i still can't get hold of anyone. i cud pick you up bout 7.30pm and we can see if they're in the pub? 0
+3855 i'm home. 0
+3856 why must we sit around and wait for summer days to celebrate. such a magical sight when the worlds dressed in white. oooooh let there be snow. 0
+3857 will be office around 4 pm. now i am going hospital. 0
+3858 one day a crab was running on the sea shore..the waves came n cleared the footprints of the crab.. crab asked: being my frnd y r u clearing my beautiful footprints? waves replied: a fox was following ur footprints to catch you! thats y i cleared it off:) frndsship never lets u dwn :-) gud nyt.. 0
+3859 also fuck you and your family for going to rhode island or wherever the fuck and leaving me all alone the week i have a new bong >:( 0
+3860 not planned yet :)going to join company on jan 5 only.don know what will happen after that. 0
+3861 she left it very vague. she just said she would inform the person in accounting about the delayed rent and that i should discuss with the housing agency about my renting another place. but checking online now and all places around usc are <#> and up 0
+3862 just buy a pizza. meat lovers or supreme. u get to pick. 0
+3863 had your mobile 10 mths? update to the latest camera/video phones for free. keep ur same number, get extra free mins/texts. text yes for a call 1
+3864 rofl betta invest in some anti aging products 0
+3865 ha... both of us doing e same thing. but i got tv 2 watch. u can thk of where 2 go tonight or u already haf smth in mind... 0
+3866 thats a bit weird, even ?- where is the do supposed to be happening? but good idea, sure they will be in pub! 0
+3867 ok... take ur time n enjoy ur dinner... 0
+3868 oh ya ya. i remember da. . 0
+3869 no my mum went 2 dentist. 0
+3870 no * am working on the ringing u thing but have whole houseful of screaming brats so * am pulling my hair out! loving u 0
+3871 i cant pick the phone right now. pls send a message 0
+3872 yes..he is really great..bhaji told kallis best cricketer after sachin in world:).very tough to get out. 0
+3873 hi.what you think about match? 0
+3874 free entry into our ??250 weekly comp just send the word win to 80086 now. 18 t&c www.txttowin.co.uk 1
+3875 .please charge my mobile when you get up in morning. 0
+3876 1's finish meeting call me. 0
+3877 yay! finally lol. i missed our cinema trip last week :-( 0
+3878 missing you too.pray inshah allah 0
+3879 now i'm going for lunch. 0
+3880 k then 2marrow are you coming to class. 0
+3881 god created gap btwn ur fingers so dat sum1 vry special will fill those gaps by holding ur hands.. now plz dont ask y he created so much gap between legs !!! 0
+3882 you are being contacted by our dating service by someone you know! to find out who it is, call from a land line 09050000928. pobox45w2tg150p 1
+3883 i'm used to it. i just hope my agents don't drop me since i've only booked a few things this year. this whole me in boston, them in nyc was an experiment. 0
+3884 hi this is amy, we will be sending you a free phone number in a couple of days, which will give you an access to all the adult parties... 1
+3885 arr birthday today:) i wish him to get more oscar. 0
+3886 how much is torch in 9ja. 0
+3887 still chance there. if you search hard you will get it..let have a try :) 0
+3888 i tot u outside cos darren say u come shopping. of course we nice wat. we jus went sim lim look at mp3 player. 0
+3889 forgot to tell ?_ smth.. can ?_ like number the sections so that it's clearer.. 0
+3890 s.i'm watching it in live.. 0
+3891 can't take any major roles in community outreach. you rock mel 0
+3892 it's ok i noe u're busy but i'm really too bored so i msg u. i oso dunno wat colour she choose 4 me one. 0
+3893 is that on the telly? no its brdget jones! 0
+3894 is there a reason we've not spoken this year? anyways have a great week and all the best in your exam 0
+3895 carlos is down but i have to pick it up from him, so i'll swing by usf in a little bit 0
+3896 it does it on its own. most of the time it fixes my spelling. but sometimes it gets a completely diff word. go figure 0
+3897 you ve won! your 4* costa del sol holiday or ??5000 await collection. call 09050090044 now toclaim. sae, tc s, pobox334, stockport, sk38xh, cost??1.50/pm, max10mins 1
+3898 hey boys. want hot xxx pics sent direct 2 ur phone? txt porn to 69855, 24hrs free and then just 50p per day. to stop text stopbcm sf wc1n3xx 1
+3899 oh... kay... on sat right? 0
+3900 are you being good, baby? :) 0
+3901 did either of you have any idea's? do you know of anyplaces doing something? 0
+3902 you call him and tell now infront of them. call him now. 0
+3903 about <#> bucks. the banks fees are fixed. better to call the bank and find out. 0
+3904 sms auction - a brand new nokia 7250 is up 4 auction today! auction is free 2 join & take part! txt nokia to 86021 now! 1
+3905 oops. 4 got that bit. 0
+3906 those ducking chinchillas 0
+3907 are your freezing ? are you home yet ? will you remember to kiss your mom in the morning? do you love me ? do you think of me ? are you missing me yet ? 0
+3908 aight text me when you're back at mu and i'll swing by, need somebody to get the door for me 0
+3909 japanese proverb: if one can do it, u too can do it, if none can do it,u must do it indian version: if one can do it, let him do it.. if none can do it,leave it!! and finally kerala version: if one can do it, stop him doing it.. if none can do it, make a strike against it ... 0
+3910 sorry i missed you babe. i was up late and slept in. i hope you enjoy your driving lesson, boytoy. i miss you too ... *teasing kiss* 0
+3911 i hope you that's the result of being consistently intelligent and kind. start asking him about practicum links and keep your ears open and all the best. ttyl 0
+3912 well welp is sort of a semiobscure internet thing 0
+3913 ok....take care.umma to you too... 0
+3914 are you this much buzy 0
+3915 tessy..pls do me a favor. pls convey my birthday wishes to nimya..pls dnt forget it. today is her birthday shijas 0
+3916 k.i will send in <#> min:) 0
+3917 already one guy loving you:-. 0
+3918 staff.science.nus.edu.sg/~phyhcmk/teaching/pc1323 0
+3919 new theory: argument wins d situation, but loses the person. so dont argue with ur friends just.. . . . kick them & say, i'm always correct.! 0
+3920 they released vday shirts and when u put it on it makes your bottom half naked instead of those white underwear. 0
+3921 if you have belive me. come to my home. 0
+3922 hey mate! hows u honey?did u ave good holiday? gimmi de goss!x 0
+3923 turns out my friends are staying for the whole show and won't be back til ~ <#> , so feel free to go ahead and smoke that $ <#> worth 0
+3924 k k pa had your lunch aha. 0
+3925 yup it's at paragon... i havent decided whether 2 cut yet... hee... 0
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+3928 are you not around or just still asleep? :v 0
+3929 very hurting n meaningful lines ever: \i compromised everything for my love 0
+3930 i wonder if your phone battery went dead ? i had to tell you, i love you babe 0
+3931 no dear i do have free messages without any recharge. hi hi hi 0
+3932 not directly behind... abt 4 rows behind ?_... 0
+3933 lol ok. i'll snatch her purse too. 0
+3934 say this slowly.? god,i love you & i need you,clean my heart with your blood.send this to ten special people & u c miracle tomorrow, do it,pls,pls do it... 0
+3935 i wonder if you'll get this text? 0
+3936 thanks da thangam, i feel very very happy dear. i also miss you da. 0
+3937 hey i will be late ah... meet you at 945+ 0
+3938 haha... they cant what... at the most tmr forfeit... haha so how? 0
+3939 oh k:)after that placement there ah? 0
+3940 k fyi x has a ride early tomorrow morning but he's crashing at our place tonight 0
+3941 sunshine quiz wkly q! win a top sony dvd player if u know which country the algarve is in? txt ansr to 82277. ??1.50 sp:tyrone 1
+3942 accordingly. i repeat, just text the word ok on your mobile phone and send 1
+3943 hello. no news on job, they are making me wait a fifth week! yeah im up for some woozles and weasels... in exeter still, but be home about 3. 0
+3944 ringtone club: gr8 new polys direct to your mobile every week ! 1
+3945 what time is ur flight tmr? 0
+3946 boooo you always work. just quit. 0
+3947 mum not going robinson already. 0
+3948 congratulations - thanks to a good friend u have won the ??2,000 xmas prize. 2 claim is easy, just call 08712103738 now! only 10p per minute. bt-national-rate 1
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+3950 i don,t think so. you don't need to be going out that late on a school night. especially when the one class you have is the one you missed last wednesday and probably failed a test in on friday 0
+3951 i jus reached home. i go bathe first. but my sis using net tell u when she finishes k... 0
+3952 thats cool! i am a gentleman and will treat you with dignity and respect. 0
+3953 just chill for another 6hrs. if you could sleep the pain is not a surgical emergency so see how it unfolds. okay 0
+3954 also tell him i said happy birthday 0
+3955 shit that is really shocking and scary, cant imagine for a second. def up for night out. do u think there is somewhere i could crash for night, save on taxi? 0
+3956 just sent again. do you scream and moan in bed, princess? 0
+3957 and stop wondering \wow is she ever going to stop tm'ing me ?!\" because i will tm you whenever i want because you are mine ... *laughs*" 0
+3958 i want to grasp your pretty booty :) 0
+3959 i remain unconvinced that this isn't an elaborate test of my willpower 0
+3960 like <#> , same question 0
+3961 tone club: your subs has now expired 2 re-sub reply monoc 4 monos or polyc 4 polys 1 weekly @ 150p per week txt stop 2 stop this msg free stream 0871212025016 1
+3962 i am thinking of going down to reg for pract lessons.. flung my advance.. haha wat time u going? 0
+3963 18 days to euro2004 kickoff! u will be kept informed of all the latest news and results daily. unsubscribe send get euro stop to 83222. 1
+3964 urgent! your mobile no was awarded a ??2,000 bonus caller prize on 1/08/03! this is our 2nd attempt to contact you! call 0871-4719-523 box95qu bt national rate 1
+3965 k, can i pick up another 8th when you're done? 0
+3966 nothin comes to my mind. ?? help me buy hanger lor. ur laptop not heavy? 0
+3967 convey my regards to him 0
+3968 so how are you really. what are you up to. how's the masters. and so on. 0
+3969 storming msg: wen u lift d phne, u say \hello\" do u knw wt is d real meaning of hello?? . . . it's d name of a girl..! . . . yes.. and u knw who is dat girl?? \"margaret hello\" she is d girlfrnd f grahmbell who invnted telphone... . . . . moral:one can 4get d name of a person 0
+3970 when the first strike is a red one. the bird + antelope begin toplay in the fieldof selfindependence believe this + the flower of contention will grow.random! 0
+3971 purity of friendship between two is not about smiling after reading the forwarded message..its about smiling just by seeing the name. gud evng musthu 0
+3972 ok no prob... i'll come after lunch then... 0
+3973 how are you doing? hope you've settled in for the new school year. just wishin you a gr8 day 0
+3974 y she dun believe leh? i tot i told her it's true already. i thk she muz c us tog then she believe. 0
+3975 is there any training tomorrow? 0
+3976 jos ask if u wana meet up? 0
+3977 1) go to write msg 2) put on dictionary mode 3)cover the screen with hand, 4)press <#> . 5)gently remove ur hand.. its interesting..:) 0
+3978 good afternoon sexy buns! how goes the job search ? i wake and you are my first thought as always, my love. i wish your fine and happy and know i adore you! 0
+3979 we made it! eta at taunton is 12:30 as planned, hope that???s still okday?! good to see you! :-xx 0
+3980 hi its lucy hubby at meetins all day fri & i will b alone at hotel u fancy cumin over? pls leave msg 2day 09099726395 lucy x calls??1/minmobsmorelkpobox177hp51fl 1
+3981 damn, poor zac doesn't stand a chance 0
+3982 will do. have a good day 0
+3983 mum say we wan to go then go... then she can shun bian watch da glass exhibition... 0
+3984 how come i din c ?_... yup i cut my hair... 0
+3985 how come she can get it? should b quite diff to guess rite... 0
+3986 surely result will offer:) 0
+3987 cool, we shall go and see, have to go to tip anyway. are you at home, got something to drop in later? so lets go to town tonight! maybe mum can take us in. 0
+3988 which channel:-):-):):-). 0
+3989 for taking part in our mobile survey yesterday! you can now have 500 texts 2 use however you wish. 2 get txts just send txt to 80160 t&c www.txt43.com 1.50p 1
+3990 tell me they're female :v how're you throwing in? we're deciding what all to get now 0
+3991 slaaaaave ! where are you ? must i summon you to me all the time now ? don't you wish to come to me on your own anymore? 0
+3992 there is a first time for everything :) 0
+3993 they will pick up and drop in car.so no problem.. 0
+3994 alright, we're all set here, text the man 0
+3995 awesome, how do i deal with the gate? charles told me last night but, uh, yeah 0
+3996 take us out shopping and mark will distract isaiah.=d 0
+3997 have you seen who's back at holby?! 0
+3998 so wats ur opinion abt him and how abt is character? 0
+3999 bloody hell, cant believe you forgot my surname mr . ill give u a clue, its spanish and begins with m... 0
+4000 still chance there. if you search hard you will get it..let have a try :) 0
+4001 this is the 2nd time we have tried 2 contact u. u have won the 750 pound prize. 2 claim is easy, call 08712101358 now! only 10p per min. bt-national-rate 1
+4002 my trip was ok but quite tiring lor. uni starts today but it's ok 4 me cos i'm not taking any modules but jus concentrating on my final yr project. 0
+4003 yesterday its with me only . now am going home. 0
+4004 ups which is 3days also, and the shipping company that takes 2wks. the other way is usps which takes a week but when it gets to lag you may have to bribe nipost to get your stuff. 0
+4005 hi! you just spoke to maneesha v. we'd like to know if you were satisfied with the experience. reply toll free with yes or no. 0
+4006 sorry, my battery died, i can come by but i'm only getting a gram for now, where's your place? 0
+4007 company is very good.environment is terrific and food is really nice:) 0
+4008 doing my masters. when will you buy a bb cos i have for sale and how's bf 0
+4009 do i? i thought i put it back in the box 0
+4010 recpt 1/3. you have ordered a ringtone. your order is being processed... 1
+4011 kent vale lor... ?? wait 4 me there ar? 0
+4012 rt-king pro video club>> need help? info@ringtoneking.co.uk or call 08701237397 you must be 16+ club credits redeemable at www.ringtoneking.co.uk! enjoy! 1
+4013 no screaming means shouting.. 0
+4014 so now my dad is gonna call after he gets out of work and ask all these crazy questions. 0
+4015 i am taking you for italian food. how about a pretty dress with no panties? :) 0
+4016 single line with a big meaning::::: \miss anything 4 ur \"best life\" but 0
+4017 whats the staff name who is taking class for us? 0
+4018 that's fine, have him give me a call if he knows what he wants or has any questions 0
+4019 lol great now im getting hungry. 0
+4020 this is the 2nd time we have tried 2 contact u. u have won the ??750 pound prize. 2 claim is easy, call 087187272008 now1! only 10p per minute. bt-national-rate. 1
+4021 i come n pick ?_ up... come out immediately aft ur lesson... 0
+4022 you won't believe it but it's true. it's incredible txts! reply g now to learn truly amazing things that will blow your mind. from o2fwd only 18p/txt 1
+4023 haha better late than ever, any way i could swing by? 0
+4024 no need lar. jus testing e phone card. dunno network not gd i thk. me waiting 4 my sis 2 finish bathing so i can bathe. dun disturb u liao u cleaning ur room. 0
+4025 how are you with money...as in to you...money aint a thing....how are you sha! 0
+4026 huh so late... fr dinner? 0
+4027 jus ans me lar. u'll noe later. 0
+4028 can i get your opinion on something first? 0
+4029 cheers lou! yeah was a goodnite shame u neva came! c ya gailxx 0
+4030 have a good evening! ttyl 0
+4031 infact happy new year. how are you where are you when are we seeing 0
+4032 you will recieve your tone within the next 24hrs. for terms and conditions please see channel u teletext pg 750 1
+4033 raviyog peripherals bhayandar east 0
+4034 looks like you found something to do other than smoke, great job! 0
+4035 i got like $ <#> , i can get some more later though. get whatever you feel like 0
+4036 you 07801543489 are guaranteed the latests nokia phone, a 40gb ipod mp3 player or a ??500 prize! txt word:collect to no:83355! tc-llc ny-usa 150p/mt msgrcvd18+ 1
+4037 just gettin a bit arty with my collages at the mo, well tryin 2 ne way! got a roast in a min lovely i shall enjoy that! 0
+4038 i went to project centre 0
+4039 i don't have anybody's number, i still haven't thought up a tactful way to ask alex 0
+4040 found it, enc <#> , where you at? 0
+4041 i promise to take good care of you, princess. i have to run now. please send pics when you get a chance. ttyl! 0
+4042 when should i come over? 0
+4043 k i'm ready, <#> ? 0
+4044 yes. please leave at <#> . so that at <#> we can leave 0
+4045 buzz! hey, my love ! i think of you and hope your day goes well. did you sleep in ? i miss you babe. i long for the moment we are together again*loving smile* 0
+4046 u have a secret admirer who is looking 2 make contact with u-find out who they r*reveal who thinks ur so special-call on 09058094594 1
+4047 hey mr and i are going to the sea view and having a couple of gays i mean games! give me a bell when ya finish 0
+4048 sweet, we may or may not go to 4u to meet carlos so gauge patty's interest in that 0
+4049 yup no more already... thanx 4 printing n handing it up. 0
+4050 set a place for me in your heart and not in your mind, as the mind easily forgets but the heart will always remember. wish you happy valentines day! 0
+4051 i wonder how you got online, my love ? had you gone to the net cafe ? did you get your phone recharged ? were you on a friends net ? i think of you, boytoy 0
+4052 then any special there? 0
+4053 hi babe im at home now wanna do something? xx 0
+4054 fyi i'm at usf now, swing by the room whenever 0
+4055 loan for any purpose ??500 - ??75,000. homeowners + tenants welcome. have you been previously refused? we can still help. call free 0800 1956669 or text back 'help' 1
+4056 sure but since my parents will be working on tuesday i don't really need a cover story 0
+4057 at 4. let's go to bill millers 0
+4058 alright. i'm out--have a good night! 0
+4059 ha... then we must walk to everywhere... cannot take tram. my cousin said can walk to vic market from our hotel 0
+4060 aight, i'll ask a few of my roommates 0
+4061 now project pa. after that only i can come. 0
+4062 just sleeping..and surfing 0
+4063 2/2 146tf150p 1
+4064 we'll join the <#> bus 0
+4065 ok 0
+4066 sorry, no, have got few things to do. may be in pub later. 0
+4067 how r ?_ going to send it to me? 0
+4068 ?? no home work to do meh... 0
+4069 you still coming tonight? 0
+4070 dude just saw a parked car with its sunroof popped up. sux 0
+4071 depends on individual lor e hair dresser say pretty but my parents say look gong. u kaypoh.. i also dunno wat she collecting. 0
+4072 yeah we do totes. when u wanna? 0
+4073 i can??t wait for cornwall. hope tonight isn??t too bad as well but it??s rock night shite. anyway i??m going for a kip now have a good night. speak to you soon. 0
+4074 how would my ip address test that considering my computer isn't a minecraft server 0
+4075 haha okay... today weekend leh... 0
+4076 freemsg why haven't you replied to my text? i'm randy, sexy, female and live local. luv to hear from u. netcollex ltd 08700621170150p per msg reply stop to end 1
+4077 07732584351 - rodger burns - msg = we tried to call you re your reply to our sms for a free nokia mobile + free camcorder. please call now 08000930705 for delivery tomorrow 1
+4078 thought praps you meant another one. goodo! i'll look tomorrow 0
+4079 well there's not a lot of things happening in lindsay on new years *sighs* some bars in ptbo and the blue heron has something going 0
+4080 this is the 2nd time we have tried to contact u. u have won the ??400 prize. 2 claim is easy, just call 087104711148 now! only 10p per minute. bt-national-rate 1
+4081 ok then u tell me wat time u coming later lor. 0
+4082 purity of friendship between two is not about smiling after reading the forwarded message..its about smiling just by seeing the name. gud evng musthu 0
+4083 unni thank you dear for the recharge..rakhesh 0
+4084 dear i have reache room 0
+4085 please call 08712402578 immediately as there is an urgent message waiting for you 1
+4086 lol grr my mom is taking forever with my prescription. pharmacy is like 2 minutes away. ugh. 0
+4087 i like to think there's always the possibility of being in a pub later. 0
+4088 knock knock txt whose there to 80082 to enter r weekly draw 4 a ??250 gift voucher 4 a store of yr choice. t&cs www.tkls.com age16 to stoptxtstop??1.50/week 1
+4089 with my sis lor... we juz watched italian job. 0
+4090 we're finally ready fyi 0
+4091 what time u wrkin? 0
+4092 i know girls always safe and selfish know i got it pa. thank you. good night. 0
+4093 is xy in ur car when u picking me up? 0
+4094 ok thanx... 0
+4095 win urgent! your mobile number has been awarded with a ??2000 prize guaranteed call 09061790121 from land line. claim 3030 valid 12hrs only 150ppm 1
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+4097 yes :)it completely in out of form:)clark also utter waste. 0
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+4099 sorry to be a pain. is it ok if we meet another night? i spent late afternoon in casualty and that means i haven't done any of y stuff42moro and that includes all my time sheets and that. sorry. 0
+4100 todays vodafone numbers ending with 4882 are selected to a receive a ??350 award. if your number matches call 09064019014 to receive your ??350 award. 1
+4101 it has issues right now. ill fix for her by tomorrow. 0
+4102 how are you? i miss you! 0
+4103 k..k..i'm also fine:)when will you complete the course? 0
+4104 there bold 2 <#> . is that yours 0
+4105 cool, text me when you're parked 0
+4106 new mobiles from 2004, must go! txt: nokia to no: 89545 & collect yours today! from only ??1. www.4-tc.biz 2optout 087187262701.50gbp/mtmsg18 txtauction. 1
+4107 i called and said all to him:)then he have to choose this future. 0
+4108 hey come online! use msn... we are all there 0
+4109 ard 6 like dat lor. 0
+4110 he remains a bro amongst bros 0
+4111 buy one egg for me da..please:) 0
+4112 takin a shower now but yeah i'll leave when i'm done 0
+4113 urgent -call 09066649731from landline. your complimentary 4* ibiza holiday or ??10,000 cash await collection sae t&cs po box 434 sk3 8wp 150ppm 18+ 1
+4114 leave it de:-). start prepare for next:-).. 0
+4115 do whatever you want. you know what the rules are. we had a talk earlier this week about what had to start happening, you showing responsibility. yet, every week it's can i bend the rule this way? what about that way? do whatever. i'm tired of having thia same argument with you every week. and a <#> movie doesnt inlude the previews. you're still getting in after 1. 0
+4116 wait <#> min.. 0
+4117 dont worry. i guess he's busy. 0
+4118 you are sweet as well, princess. please tell me your likes and dislikes in bed... 0
+4119 what is this 'hex' place you talk of? explain! 0
+4120 to the wonderful okors, have a great month. we cherish you guys and wish you well each day. mojibiola 0
+4121 why nothing. ok anyway give me treat 0
+4122 i love u 2 my little pocy bell i am sorry but i love u 0
+4123 a cute thought for friendship: \its not necessary to share every secret with ur close frnd 0
+4124 tell dear what happen to you. why you talking to me like an alian 0
+4125 no calls..messages..missed calls 0
+4126 mostly sports type..lyk footbl,crckt.. 0
+4127 wake me up at <#> am morning:) 0
+4128 yes just finished watching days of our lives. i love it. 0
+4129 hello darling how are you today? i would love to have a chat, why dont you tell me what you look like and what you are in to sexy? 1
+4130 for real when u getting on yo? i only need 2 more tickets and one more jacket and i'm done. i already used all my multis. 0
+4131 ok that's great thanx a lot. 0
+4132 hey i've booked the 2 lessons on sun liao... 0
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+4134 ok lor... or u wan me go look 4 u? 0
+4135 you are being contacted by our dating service by someone you know! to find out who it is, call from your mobile or landline 09064017305 pobox75ldns7 1
+4136 probably a couple hours tops 0
+4137 hello handsome ! are you finding that job ? not being lazy ? working towards getting back that net for mummy ? where's my boytoy now ? does he miss me ? 0
+4138 all these nice new shirts and the only thing i can wear them to is nudist themed ;_; you in mu? 0
+4139 each moment in a day,has its own value-morning brings hope,afternoon brings faith,evening brings luv,night brings rest,wish u find them all today.good morning 0
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+4143 miss ya, need ya, want ya, love ya. 0
+4144 merry christmas to you too babe, i love ya *kisses* 0
+4145 i am late. i will be there at 0
+4146 i dont have i shall buy one dear 0
+4147 are you wet right now? 0
+4148 sms. ac sun0819 posts hello:\you seem cool 1
+4149 sweet heart how are you? 0
+4150 its good, we'll find a way 0
+4151 he said that he had a right giggle when he saw u again! you would possibly be the first person2die from nvq, but think how much you could for! 0
+4152 yar lor wait 4 my mum 2 finish sch then have lunch lor... i whole morning stay at home clean my room now my room quite clean... hee... 0
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+4154 it's wylie, you in tampa or sarasota? 0
+4155 i dont know ask to my brother. nothing problem some thing that. just i told . 0
+4156 darren was saying dat if u meeting da ge den we dun meet 4 dinner. cos later u leave xy will feel awkward. den u meet him 4 lunch lor. 0
+4157 ok can... 0
+4158 good evening sir, hope you are having a nice day. i wanted to bring it to your notice that i have been late in paying rent for the past few months and have had to pay a $ <#> charge. i felt it would be inconsiderate of me to nag about something you give at great cost to yourself and that's why i didnt speak up. i however am in a recession and wont be able to pay the charge this month hence my askin well ahead of month's end. can you please help. thank you for everything. 0
+4159 received, understood n acted upon! 0
+4160 okay, good, no problem, and thanx! 0
+4161 ok 0
+4162 eastenders tv quiz. what flower does dot compare herself to? d= violet e= tulip f= lily txt d e or f to 84025 now 4 chance 2 win ??100 cash wkent/150p16+ 1
+4163 come around <decimal> pm vikky..i'm otside nw, il come by tht time 0
+4164 u have a secret admirer. reveal who thinks u r so special. call 09065174042. to opt out reply reveal stop. 1.50 per msg recd. cust care 07821230901 1
+4165 pls send me your address sir. 0
+4166 i absolutely love south park! i only recently started watching the office. 0
+4167 hmmm.... mayb can try e shoppin area one, but forgot e name of hotel... 0
+4168 you are gorgeous! keep those pix cumming :) thank you! 0
+4169 she went to attend another two rounds today..but still did't reach home.. 0
+4170 ok. but i finish at 6. 0
+4171 pls give her the food preferably pap very slowly with loads of sugar. you can take up to an hour to give it. and then some water. very very slowly. 0
+4172 no just send to you. bec you in temple na. 0
+4173 gam gone after outstanding innings. 0
+4174 you are being contacted by our dating service by someone you know! to find out who it is, call from a land line 09050000878. pobox45w2tg150p 1
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+4177 k...k...when will you give treat? 0
+4178 dunno lei... i thk mum lazy to go out... i neva ask her yet... 0
+4179 freemsg hey there darling it's been 3 week's now and no word back! i'd like some fun you up for it still? tb ok! xxx std chgs to send, ??1.50 to rcv 1
+4180 ok... 0
+4181 haf u found him? i feel so stupid da v cam was working. 0
+4182 hello! how's you and how did saturday go? i was just texting to see if you'd decided to do anything tomo. not that i'm trying to invite myself or anything! 0
+4183 \symptoms\" when u are in love: \"1.u like listening songs 2.u get stopped where u see the name of your beloved 3.u won't get angry when your" 0
+4184 i did. one slice and one breadstick. lol 0
+4185 thanks for your ringtone order, ref number k718. your mobile will be charged ??4.50. should your tone not arrive please call customer services on 09065069120 1
+4186 hey you can pay. with salary de. only <#> . 0
+4187 if u laugh really loud.. if u talk spontaneously.. if u dont care what others feel.. u are probably with your dear & best friends.. goodevening dear..:) 0
+4188 you know there is. i shall speak to you in <#> minutes then 0
+4189 also hi wesley how've you been 0
+4190 eastenders tv quiz. what flower does dot compare herself to? d= violet e= tulip f= lily txt d e or f to 84025 now 4 chance 2 win ??100 cash wkent/150p16+ 1
+4191 why you keeping me away like this 0
+4192 that's ok. i popped in to ask bout something and she said you'd been in. are you around tonght wen this girl comes? 0
+4193 and several to you sir. 0
+4194 depends on quality. if you want the type i sent boye, faded glory, then about 6. if you want ralphs maybe 2 0
+4195 sday only joined.so training we started today:) 0
+4196 u will switch your fone on dammit!! 0
+4197 lil fever:) now fine:) 0
+4198 be happy there. i will come after noon 0
+4199 as per your request 'melle melle (oru minnaminunginte nurungu vettam)' has been set as your callertune for all callers. press *9 to copy your friends callertune 0
+4200 get the official england poly ringtone or colour flag on yer mobile for tonights game! text tone or flag to 84199. optout txt eng stop box39822 w111wx ??1.50 1
+4201 i'm e person who's doing e sms survey... 0
+4202 come to mahal bus stop.. <decimal> 0
+4203 marvel mobile play the official ultimate spider-man game (??4.50) on ur mobile right now. text spider to 83338 for the game & we ll send u a free 8ball wallpaper 1
+4204 yup song bro. no creative. neva test quality. he said check review online. 0
+4205 nite... 0
+4206 hahaha..use your brain dear 0
+4207 free2day sexy st george's day pic of jordan!txt pic to 89080 dont miss out, then every wk a saucy celeb!4 more pics c pocketbabe.co.uk 0870241182716 ??3/wk 1
+4208 haha, my legs and neck are killing me and my amigos are hoping to end the night with a burn, think i could swing by in like an hour? 0
+4209 lol you forgot it eh ? yes, i'll bring it in babe 0
+4210 yup bathe liao... 0
+4211 loan for any purpose ??500 - ??75,000. homeowners + tenants welcome. have you been previously refused? we can still help. call free 0800 1956669 or text back 'help' 1
+4212 ok lor but not too early. me still having project meeting now. 0
+4213 white fudge oreos are in stores 0
+4214 die... i accidentally deleted e msg i suppose 2 put in e sim archive. haiz... i so sad... 0
+4215 omg you can make a wedding chapel in frontierville? why do they get all the good stuff? 0
+4216 r u &sam p in eachother. if we meet we can go 2 my house 0
+4217 geeee ... i miss you already, you know ? your all i can think about. fuck, i can't wait till next year when we will be together ... *loving kiss* 0
+4218 hope you??re not having too much fun without me!! see u tomorrow love jess x 0
+4219 hi baby im sat on the bloody bus at the mo and i wont be home until about 7:30 wanna do somethin later? call me later ortxt back jess xx 0
+4220 what i mean is do they come chase you out when its over or is it stated you can watch as many movies as you want. 0
+4221 oops i did have it, <#> ? 0
+4222 alrite sam its nic just checkin that this is ur number-so is it?t.b* 0
+4223 i'm really sorry i won't b able 2 do this friday.hope u can find an alternative.hope yr term's going ok:-) 0
+4224 hi jon, pete here, ive bin 2 spain recently & hav sum dinero left, bill said u or ur ??rents mayb interested in it, i hav 12,000pes, so around ??48, tb, james. 0
+4225 its ok..come to my home it vl nice to meet and v can chat.. 0
+4226 ?? eatin later but i'm eatin wif my frens now lei... ?? going home first? 0
+4227 ok then i'll let him noe later n ask him call u tmr... 0
+4228 your chance to be on a reality fantasy show call now = 08707509020 just 20p per min ntt ltd, po box 1327 croydon cr9 5wb 0870 is a national = rate call 1
+4229 i want some cock! my hubby's away, i need a real man 2 satisfy me. txt wife to 89938 for no strings action. (txt stop 2 end, txt rec ??1.50ea. otbox 731 la1 7ws. ) 1
+4230 babe ! how goes that day ? what are you doing ? where are you ? i sip my cappuccino and think of you, my love ... i send a kiss to you from across the sea 0
+4231 urgent!: your mobile no. was awarded a ??2,000 bonus caller prize on 02/09/03! this is our 2nd attempt to contact you! call 0871-872-9755 box95qu 1
+4232 not getting anywhere with this damn job hunting over here! 0
+4233 wen ur lovable bcums angry wid u, dnt take it seriously.. coz being angry is d most childish n true way of showing deep affection, care n luv!.. kettoda manda... have nice day da. 0
+4234 what do you do, my dog ? must i always wait till the end of your day to have word from you ? did you run out of time on your cell already? 0
+4235 how stupid to say that i challenge god.you dont think at all on what i write instead you respond immed. 0
+4236 make sure alex knows his birthday is over in fifteen minutes as far as you're concerned 0
+4237 congrats! 1 year special cinema pass for 2 is yours. call 09061209465 now! c suprman v, matrix3, starwars3, etc all 4 free! bx420-ip4-5we. 150pm. dont miss out! 1
+4238 private! your 2003 account statement for <fone no> shows 800 un-redeemed s. i. m. points. call 08715203656 identifier code: 42049 expires 26/10/04 1
+4239 jay is snickering and tells me that x is totally fucking up the chords as we speak 0
+4240 left dessert. u wan me 2 go suntec look 4 u? 0
+4241 she.s good. she was wondering if you wont say hi but she.s smiling now. so how are you coping with the long distance 0
+4242 where's mummy's boy ? is he being good or bad ? is he being positive or negative ? why is mummy being made to wait? hmmmm? 0
+4243 no:-)i got rumour that you going to buy apartment in chennai:-) 0
+4244 sexy singles are waiting for you! text your age followed by your gender as wither m or f e.g.23f. for gay men text your age followed by a g. e.g.23g. 1
+4245 freemsg hey u, i just got 1 of these video/pic fones, reply wild to this txt & ill send u my pics, hurry up im so bored at work xxx (18 150p/rcvd stop2stop) 1
+4246 went to pay rent. so i had to go to the bank to authorise the payment. 0
+4247 k.k:)advance happy pongal. 0
+4248 wat time ?_ wan today? 0
+4249 a swt thought: \nver get tired of doing little things 4 lovable persons..\" coz..somtimes those little things occupy d biggest part in their hearts.. gud ni8" 0
+4250 we still on for tonight? 0
+4251 no i'm in the same boat. still here at my moms. check me out on yo. i'm half naked. 0
+4252 what i mean was i left too early to check, cos i'm working a 9-6. 0
+4253 have got * few things to do. may be in * pub later. 0
+4254 ?? only send me the contents page... 0
+4255 omg joanna is freaking me out. she's looked thru all my friends to find photos of me. and then she's asking about stuff on my myspace which i haven't even logged on in like a year. :/ 0
+4256 sweetheart, hope you are not having that kind of day! have one with loads of reasons to smile. biola 0
+4257 sounds great! im going to sleep now. have a good night! 0
+4258 we left already we at orchard now. 0
+4259 of course ! don't tease me ... you know i simply must see ! *grins* ... do keep me posted my prey ... *loving smile* *devouring kiss* 0
+4260 remember all those whom i hurt during days of satanic imposter in me.need to pay a price,so be it.may destiny keep me going and as u said pray that i get the mind to get over the same. 0
+4261 \none!nowhere ikno doesdiscount!shitinnit\"" 0
+4262 i asked sen to come chennai and search for job. 0
+4263 i'm sick !! i'm needy !! i want you !! *pouts* *stomps feet* where are you ?! *pouts* *stomps feet* i want my slave !! i want him now !! 0
+4264 i can't speak, bcaz mobile have problem. i can listen you but you cann't listen my voice. so i calls you later. 0
+4265 i'm in class. did you get my text. 0
+4266 k k :-):-) then watch some films. 0
+4267 anything lor if they all go then i go lor... 0
+4268 thank you meet you monday 0
+4269 ok ill tell the company 0
+4270 have your lunch and come quickly and open the door:) 0
+4271 hey...great deal...farm tour 9am to 5pm $95/pax, $50 deposit by 16 may 0
+4272 yeah he got in at 2 and was v apologetic. n had fallen out and she was actin like spoilt child and he got caught up in that. till 2! but we won't go there! not doing too badly cheers. you? 0
+4273 k..then come wenever u lik to come and also tel vikky to come by getting free time..:-) 0
+4274 ard 4 lor... 0
+4275 no problem. talk to you later 0
+4276 do have a nice day today. i love you so dearly. 0
+4277 how are you babes. hope your doing ok. i had a shit nights sleep. i fell asleep at 5.i??m knackered and i??m dreading work tonight. what are thou upto tonight. x 0
+4278 yes we are chatting too. 0
+4279 i'm in office now da:)where are you? 0
+4280 bears pic nick, and tom, pete and ... dick. in fact, all types try gay chat with photo upload call 08718730666 (10p/min). 2 stop texts call 08712460324 1
+4281 no b4 thursday 0
+4282 i will lick up every drop :) are you ready to use your mouth as well? 0
+4283 free ringtone text first to 87131 for a poly or text get to 87131 for a true tone! help? 0845 2814032 16 after 1st free, tones are 3x??150pw to e??nd txt stop 1
+4284 great princess! i love giving and receiving oral. doggy style is my fave position. how about you? i enjoy making love <#> times per night :) 0
+4285 i do know what u mean, is the king of not havin credit! i'm goin2bed now. night night sweet! only1more sleep! 0
+4286 \hi babe uawake?feellikw shit.justfound out via aletter thatmum gotmarried 4thnov.behind ourbacks ?? fuckinnice!selfish i??l call u\"" 0
+4287 gosh that , what a pain. spose i better come then. 0
+4288 congratulations! thanks to a good friend u have won the ??2,000 xmas prize. 2 claim is easy, just call 08718726971 now! only 10p per minute. bt-national-rate. 1
+4289 love you aathi..love u lot.. 0
+4290 sir, i am waiting for your mail. 0
+4291 in which place do you want da. 0
+4292 reason is if the team budget is available at last they buy the unsold players for at base rate.. 0
+4293 sorry, i'll call later 0
+4294 i want to go to perumbavoor 0
+4295 are u awake? is there snow there? 0
+4296 hiya comin 2 bristol 1 st week in april. les got off + rudi on new yrs eve but i was snoring.they were drunk! u bak at college yet? my work sends ink 2 bath. 0
+4297 i dun believe u. i thk u told him. 0
+4298 daddy will take good care of you :) 0
+4299 yeah sure thing mate haunt got all my stuff sorted but im going sound anyway promoting hex for .by the way who is this? dont know number. joke 0
+4300 your account has been refilled successfully by inr <decimal> . your keralacircle prepaid account balance is rs <decimal> . your transaction id is kr <#> . 0
+4301 guai... ?? shd haf seen him when he's naughty... ?? so free today? can go jogging... 0
+4302 he said i look pretty wif long hair wat. but i thk he's cutting quite short 4 me leh. 0
+4303 haha yeah, 2 oz is kind of a shitload 0
+4304 s but mostly not like that. 0
+4305 gr8 new service - live sex video chat on your mob - see the sexiest dirtiest girls live on ur phone - 4 details text horny to 89070 to cancel send stop to 89070 1
+4306 lemme know when i can swing by and pick up, i'm free basically any time after 1 all this semester 0
+4307 okie... 0
+4308 1 i don't have her number and 2 its gonna be a massive pain in the ass and i'd rather not get involved if that's possible 0
+4309 hiya. how was last night? i've been naughty and bought myself clothes and very little ... ready for more shopping tho! what kind of time do you wanna meet? 0
+4310 my parents, my kidz, my friends n my colleagues. all screaming.. surprise !! and i was waiting on the sofa.. ... ..... ' naked...! 0
+4311 why are u up so early? 0
+4312 tomorrow i am not going to theatre. . . so i can come wherever u call me. . . tell me where and when to come tomorrow 0
+4313 dunno lei ?_ all decide lor. how abt leona? oops i tot ben is going n i msg him. 0
+4314 camera - you are awarded a sipix digital camera! call 09061221066 fromm landline. delivery within 28 days. 1
+4315 how to make a girl happy? it's not at all difficult to make girls happy. u only need to be... 1. a friend 2. companion 3. lover 4. chef . . . <#> . good listener <#> . organizer <#> . good boyfriend <#> . very clean <#> . sympathetic <#> . athletic <#> . warm . . . <#> . courageous <#> . determined <#> . true <#> . dependable <#> . intelligent . . . <#> . psychologist <#> . pest exterminator <#> . psychiatrist <#> . healer . . <#> . stylist <#> . driver . . aaniye pudunga venaam.. 0
+4316 and very importantly, all we discuss is between u and i only. 0
+4317 tell me pa. how is pain de. 0
+4318 aiyo please ?_ got time meh. 0
+4319 i have a rather prominent bite mark on my right cheek 0
+4320 once free call me sir. i am waiting for you. 0
+4321 aight, tomorrow around <#> it is 0
+4322 thanx u darlin!im cool thanx. a few bday drinks 2 nite. 2morrow off! take care c u soon.xxx 0
+4323 urgent! we are trying to contact u. todays draw shows that you have won a ??800 prize guaranteed. call 09050001808 from land line. claim m95. valid12hrs only 1
+4324 message from . i am at truro hospital on ext. you can phone me here. as i have a phone by my side 0
+4325 can a not? 0
+4326 yeah there's barely enough room for the two of us, x has too many fucking shoes. sorry man, see you later 0
+4327 she.s fine. i have had difficulties with her phone. it works with mine. can you pls send her another friend request. 0
+4328 my birthday is on feb <#> da. . 0
+4329 dhoni have luck to win some big title.so we will win:) 0
+4330 hmmm... guess we can go 4 kb n power yoga... haha, dunno we can tahan power yoga anot... thk got lo oso, forgot liao... 0
+4331 nothing, i got msg frm tht unknown no.. 0
+4332 yep then is fine 7.30 or 8.30 for ice age. 0
+4333 so ?_ pay first lar... then when is da stock comin... 0
+4334 yo sorry was in the shower sup 0
+4335 u can win ??100 of music gift vouchers every week starting now txt the word draw to 87066 tscs www.ldew.com skillgame,1winaweek, age16.150ppermesssubscription 1
+4336 just got to <#> 0
+4337 i love your ass! do you enjoy doggy style? :) 0
+4338 really dun bluff me leh... u sleep early too. nite... 0
+4339 jus came back fr lunch wif my sis only. u leh? 0
+4340 we not leaving yet. ok lor then we go elsewhere n eat. u thk... 0
+4341 you have 1 new voicemail. please call 08719181503 1
+4342 we can make a baby in yo tho 0
+4343 you are now unsubscribed all services. get tons of sexy babes or hunks straight to your phone! go to http://gotbabes.co.uk. no subscriptions. 1
+4344 dear we got <#> dollars hi hi 0
+4345 sunshine quiz wkly q! win a top sony dvd player if u know which country liverpool played in mid week? txt ansr to 82277. ??1.50 sp:tyrone 1
+4346 you have been specially selected to receive a \3000 award! call 08712402050 before the lines close. cost 10ppm. 16+. t&cs apply. ag promo" 1
+4347 did you hear about the new \divorce barbie\"? it comes with all of ken's stuff!" 1
+4348 sun cant come to earth but send luv as rays. cloud cant come to river but send luv as rain. i cant come to meet u, but can send my care as msg to u. gud evng 0
+4349 oh... i was thkin of goin yogasana at 10 den no nd to go at 3 den can rush to parco 4 nb... okie lor, u call me when ready... 0
+4350 i don't run away frm u... i walk slowly & it kills me that u don't care enough to stop me... 0
+4351 \the world suffers a lot... not because of the violence of bad people. but because of the silence of good people!\" 0
+4352 tddnewsletter@emc1.co.uk (more games from thedailydraw) dear helen, dozens of free games - with great prizeswith.. 1
+4353 fuck babe ... i miss you already, you know ? can't you let me send you some money towards your net ? i need you ... i want you ... i crave you ... 0
+4354 feb <#> is \i love u\" day. send dis to all ur \"valued frnds\" evn me. if 3 comes back u'll gt married d person u luv! if u ignore dis u will lose ur luv 4 evr" 0
+4355 i'm doing da intro covers energy trends n pros n cons... brief description of nuclear fusion n oso brief history of iter n jet got abt 7 n half pages.. 0
+4356 sex up ur mobile with a free sexy pic of jordan! just text babe to 88600. then every wk get a sexy celeb! pocketbabe.co.uk 4 more pics. 16 ??3/wk 087016248 1
+4357 oops - am at my mum's in somerset... bit far! back tomo, see you soon x 0
+4358 busy here. trying to finish for new year. i am looking forward to finally meeting you... 0
+4359 no plm i will come da. on the way. 0
+4360 romantic paris. 2 nights, 2 flights from ??79 book now 4 next year. call 08704439680ts&cs apply. 1
+4361 i am going to sleep. i am tired of travel. 0
+4362 wah lucky man... then can save money... hee... 0
+4363 midnight at the earliest 0
+4364 got what it takes 2 take part in the wrc rally in oz? u can with lucozade energy! text rally le to 61200 (25p), see packs or lucozade.co.uk/wrc & itcould be u! 1
+4365 yes when is the appt again? 0
+4366 i donno if they are scorable 0
+4367 back 2 work 2morro half term over! can u c me 2nite 4 some sexy passion b4 i have 2 go back? chat now 09099726481 luv dena calls ??1/minmobsmorelkpobox177hp51fl 1
+4368 dont you have message offer 0
+4369 that means you got an a in epi, she.s fine. she.s here now. 0
+4370 when are you going to ride your bike? 0
+4371 dude u knw also telugu..thts gud..k, gud nyt.. 0
+4372 oh k. . i will come tomorrow 0
+4373 in the simpsons movie released in july 2007 name the band that died at the start of the film? a-green day, b-blue day, c-red day. (send a, b or c) 1
+4374 what time should i tell my friend to be around? 0
+4375 ha... u jus ate honey ar? so sweet... 0
+4376 i have printed it oh. so <#> come upstairs 0
+4377 7 wonders in my world 7th you 6th ur style 5th ur smile 4th ur personality 3rd ur nature 2nd ur sms and 1st \ur lovely friendship\"... good morning dear" 0
+4378 i love working from home :) 0
+4379 friendship is not a game to play, it is not a word to say, it doesn\'t start on march and ends on may, it is tomorrow, yesterday, today and e 0
+4380 then u better go sleep.. dun disturb u liao.. u wake up then msg me lor.. 0
+4381 change windows logoff sound.. 0
+4382 sorry, i'll call later 0
+4383 yup... ok i go home look at the timings then i msg ?_ again... xuhui going to learn on 2nd may too but her lesson is at 8am 0
+4384 hi, this is mandy sullivan calling from hotmix fm...you are chosen to receive ??5000.00 in our easter prize draw.....please telephone 09041940223 to claim before 29/03/05 or your prize will be transferred to someone else.... 1
+4385 hiya do u like the hlday pics looked horrible in them so took mo out! hows the camp amrca thing? speak soon serena:) 0
+4386 wat time u finish ur lect today? 0
+4387 u sleeping now.. or you going to take? haha.. i got spys wat.. me online checking n replying mails lor.. 0
+4388 filthy stories and girls waiting for your 1
+4389 sorry chikku, my cell got some problem thts y i was nt able to reply u or msg u.. 0
+4390 can you call me plz. your number shows out of coveragd area. i have urgnt call in vasai & have to reach before 4'o clock so call me plz 0
+4391 free entry in 2 a weekly comp for a chance to win an ipod. txt pod to 80182 to get entry (std txt rate) t&c's apply 08452810073 for details 18+ 1
+4392 to day class is there are no class. 0
+4393 good night my dear.. sleepwell&take care 0
+4394 how much you got for cleaning 0
+4395 wewa is 130. iriver 255. all 128 mb. 0
+4396 i'm still pretty weak today .. bad day ? 0
+4397 no pic. please re-send. 0
+4398 had your mobile 11mths ? update for free to oranges latest colour camera mobiles & unlimited weekend calls. call mobile upd8 on freefone 08000839402 or 2stoptx 1
+4399 k. did you call me just now ah? 0
+4400 ok . . now i am in bus. . if i come soon i will come otherwise tomorrow 0
+4401 this weekend is fine (an excuse not to do too much decorating) 0
+4402 hey... what time is your driving on fri? we go for evaluation on fri? 0
+4403 all was well until slightly disastrous class this pm with my fav darlings! hope day off ok. coffee wld be good as can't stay late tomorrow. same time + place as always? 0
+4404 well i'm going to be an aunty! 0
+4405 not to worry. i'm sure you'll get it. 0
+4406 i'm coming back on thursday. yay. is it gonna be ok to get the money. cheers. oh yeah and how are you. everything alright. hows school. or do you call it work now 0
+4407 can you use foreign stamps for whatever you send them off for? 0
+4408 oh wow thats gay. will firmware update help 0
+4409 asking do u knw them or nt? may be ur frnds or classmates? 0
+4410 87077: kick off a new season with 2wks free goals & news to ur mobile! txt ur club name to 87077 eg villa to 87077 1
+4411 dear we are going to our rubber place 0
+4412 yes, i'm small kid.. and boost is the secret of my energy.. 0
+4413 'an amazing quote'' - \sometimes in life its difficult to decide whats wrong!! a lie that brings a smile or the truth that brings a tear....\"" 0
+4414 cps is causing the outages to conserve energy. 0
+4415 bangbabes ur order is on the way. u should receive a service msg 2 download ur content. if u do not, goto wap. bangb. tv on ur mobile internet/service menu 1
+4416 still in customer place 0
+4417 i don know account details..i will ask my mom and send you.my mom is out of reach now. 0
+4418 helloooo... wake up..! \sweet\" \"morning\" \"welcomes\" \"you\" \"enjoy\" \"this day\" \"with full of joy\".. \"gud mrng\"." 0
+4419 yes baby! i need to stretch open your pussy! 0
+4420 should i buy him a blackberry bold 2 or torch. should i buy him new or used. let me know. plus are you saying i should buy the <#> g wifi ipad. and what are you saying about the about the <#> g? 0
+4421 hey leave it. not a big deal:-) take care. 0
+4422 nope i waiting in sch 4 daddy... 0
+4423 lol that's different. i don't go trying to find every real life photo you ever took. 0
+4424 okey dokey, i???ll be over in a bit just sorting some stuff out. 0
+4425 important information 4 orange user . today is your lucky day!2find out why log onto http://www.urawinner.com there's a fantastic surprise awaiting you! 1
+4426 ok omw now, you at castor? 0
+4427 any chance you might have had with me evaporated as soon as you violated my privacy by stealing my phone number from your employer's paperwork. not cool at all. please do not contact me again or i will report you to your supervisor. 0
+4428 what do u want for xmas? how about 100 free text messages & a new video phone with half price line rental? call free now on 0800 0721072 to find out more! 1
+4429 i've reached home n i bathe liao... u can call me now... 0
+4430 lets use it next week, princess :) 0
+4431 you do got a shitload of diamonds though 0
+4432 so is th gower mate which is where i am!?! how r u man? all is good in wales ill b back ??morrow. c u this wk? who was the msg 4? ?? random! 0
+4433 sounds like there could be a lot of time spent in that chastity device boy ... *grins* ... or take your beatings like a good dog. going to lounge in a nice long bath now ? 0
+4434 camera - you are awarded a sipix digital camera! call 09061221066 fromm landline. delivery within 28 days. 1
+4435 we tried to contact you re your reply to our offer of 750 mins 150 textand a new video phone call 08002988890 now or reply for free delivery tomorrow 1
+4436 good morning my dear shijutta........... have a great & successful day. 0
+4437 i couldn't say no as he is a dying man and i feel sad for him so i will go and i just wanted you to know i would probably be gone late into your night 0
+4438 new tones this week include: 1)mcfly-all ab.., 2) sara jorge-shock.. 3) will smith-switch.. to order follow instructions on next message 1
+4439 hmm yeah if your not too grooved out! and im looking forward to my pound special :) 0
+4440 happy new year princess! 0
+4441 no idea, i guess we'll work that out an hour after we're supposed to leave since as usual nobody has any interest in figuring shit out before the last second 0
+4442 sure, but make sure he knows we ain't smokin yet 0
+4443 don't forget though that i love you .... and i walk beside you. watching over you and keeping your heart warm. 0
+4444 ok cool. see ya then. 0
+4445 especially since i talk about boston all up in my personal statement, lol! i woulda changed that if i had realized it said nyc! it says boston now. 0
+4446 for ur chance to win a ??250 cash every wk txt: action to 80608. t's&c's www.movietrivia.tv custcare 08712405022, 1x150p/wk. 1
+4447 can you plz tell me the ans. bslvyl sent via fullonsms.com 0
+4448 what happened in interview? 0
+4449 no, but you told me you were going, before you got drunk! 0
+4450 u buy newspapers already? 0
+4451 erm. i thought the contract ran out the4th of october. 0
+4452 yup 0
+4453 got meh... when? 0
+4454 its good to hear from you 0
+4455 i had askd u a question some hours before. its answer 0
+4456 have you heard from this week? 0
+4457 r ?_ going 4 today's meeting? 0
+4458 gud mrng dear have a nice day 0
+4459 its ok., i just askd did u knw tht no? 0
+4460 i am late. i will be there at 0
+4461 for ur chance to win a ??250 cash every wk txt: action to 80608. t's&c's www.movietrivia.tv custcare 08712405022, 1x150p/wk 1
+4462 what happen to her tell the truth 0
+4463 sorry, i'll call later 0
+4464 even u dont get in trouble while convincing..just tel him once or twice and just tel neglect his msgs dont c and read it..just dont reply 0
+4465 where did u go? my phone is gonna die you have to stay in here 0
+4466 sorry, i'll call later 0
+4467 were trying to find a chinese food place around here 0
+4468 hmm ok, i'll stay for like an hour cos my eye is really sore! 0
+4469 goodmorning sleeping ga. 0
+4470 ee msg na poortiyagi odalebeku: hanumanji 7 name 1-hanuman 2-bajarangabali 3-maruti 4-pavanaputra 5-sankatmochan 6-ramaduth 7-mahaveer ee 7 name <#> janarige ivatte kalisidare next saturday olage ondu good news keluviri...! maretare inde 1 dodda problum nalli siguviri idu matra <#> % true.. don't neglet. 0
+4471 free for 1st week! no1 nokia tone 4 ur mob every week just txt nokia to 8007 get txting and tell ur mates www.getzed.co.uk pobox 36504 w45wq norm150p/tone 16+ 1
+4472 pansy! you've been living in a jungle for two years! its my driving you should be more worried about! 0
+4473 hi, wlcome back, did wonder if you got eaten by a lion or something, nothing much 0
+4474 hiya , have u been paying money into my account? if so, thanks. got a pleasant surprise when i checked my balance -u c, i don't get statements 4 that acc 0
+4475 sir, i need axis bank account no and bank address. 0
+4476 urgent! call 09066350750 from your landline. your complimentary 4* ibiza holiday or 10,000 cash await collection sae t&cs po box 434 sk3 8wp 150 ppm 18+ 1
+4477 our dating service has been asked 2 contact u by someone shy! call 09058091870 now all will be revealed. pobox84, m26 3uz 150p 1
+4478 camera quite good, 10.1mega pixels, 3optical and 5digital dooms. have a lovely holiday, be safe and i hope you hav a good journey! happy new year to you both! see you in a couple of weeks! 0
+4479 i've sent ?_ my part.. 0
+4480 hmmm...k...but i want to change the field quickly da:-)i wanna get system administrator or network administrator.. 0
+4481 ?? bot notes oredi... cos i juz rem i got... 0
+4482 just dropped em off, omw back now 0
+4483 have a lovely night and when you wake up to see this message, i hope you smile knowing all is as should be. have a great morning 0
+4484 in that case i guess i'll see you at campus lodge 0
+4485 wait.i will come out.. <#> min:) 0
+4486 valentines day special! win over ??1000 in our quiz and take your partner on the trip of a lifetime! send go to 83600 now. 150p/msg rcvd. custcare:08718720201 1
+4487 she told to hr that he want posting in chennai:)because i'm working here:) 0
+4488 will do, you gonna be at blake's all night? i might be able to get out of here a little early 0
+4489 do you want a new nokia 3510i colour phone delivered tomorrow? with 200 free minutes to any mobile + 100 free text + free camcorder reply or call 8000930705 1
+4490 great! so what attracts you to the brothas? 0
+4491 december only! had your mobile 11mths+? you are entitled to update to the latest colour camera mobile for free! call the mobile update vco free on 08002986906 1
+4492 happy new year. hope you are having a good semester 0
+4493 no calls..messages..missed calls 0
+4494 aathi..where are you dear.. 0
+4495 what's up bruv, hope you had a great break. do have a rewarding semester. 0
+4496 hmmm.but you should give it on one day.. 0
+4497 thing r good thanx got exams in march ive done no revision? is fran still with boyf? ive gotta interviw 4 exeter bit worried!x 0
+4498 hi babe its me thanks for coming even though it didnt go that well!i just wanted my bed! hope to see you soon love and kisses xxx 0
+4499 okay name ur price as long as its legal! wen can i pick them up? y u ave x ams xx 0
+4500 urgent! please call 0906346330. your abta complimentary 4* spanish holiday or ??10,000 cash await collection sae t&cs box 47 po19 2ez 150ppm 18+ 1
+4501 good morning. at the repair shop--the only reason i'm up at this hour. 0
diff --git a/data/sms/valid.tsv b/data/sms/valid.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..3ebfa4fd0cae10d36b5b8baec03af0daa3ce10d7
--- /dev/null
+++ b/data/sms/valid.tsv
@@ -0,0 +1,501 @@
+index sentence1 label
+0 i'm reading the text i just sent you. its meant to be a joke. so read it in that light 0
+1 reply to win ??100 weekly! what professional sport does tiger woods play? send stop to 87239 to end service 1
+2 \shit babe.. thasa bit messed up.yeh illspeak 2 u2moro wen im not asleep...\"" illspeak 2 u2moro wen im not asleep...\"" 0
+3 my sister got placed in birla soft da:-) 0
+4 1) go to write msg 2) put on dictionary mode 3)cover the screen with hand, 4)press <#> . 5)gently remove ur hand.. its interesting..:) 0
+5 one small prestige problem now. 0
+6 i want snow. it's just freezing and windy. 0
+7 wishing you and your family merry \x\" mas and happy new year in advance.." 0
+8 mah b, i'll pick it up tomorrow 0
+9 o. guess they both got screwd 0
+10 i think that tantrum's finished so yeah i'll be by at some point 0
+11 gud mrng dear hav a nice day 0
+12 ok. i asked for money how far 0
+13 this is all just creepy and crazy to me. 0
+14 well. balls. time to make calls 0
+15 i???ll leave around four, ok? 0
+16 urgent! we are trying to contact u. todays draw shows that you have won a ??800 prize guaranteed. call 09050003091 from land line. claim c52. valid12hrs only 1
+17 no, i decided that only people who care about stuff vote and caring about stuff is for losers 0
+18 yeah there's quite a bit left, i'll swing by tomorrow when i get up 0
+19 this message is brought to you by gmw ltd. and is not connected to the 1
+20 cool, text me when you're ready 0
+21 reading gud habit.. nan bari hudgi yorge pataistha ertini kano:-) 0
+22 playin space poker, u? 0
+23 doing project w frens lor. 0
+24 purity of friendship between two is not about smiling after reading the forwarded message..its about smiling just by seeing the name. gud evng 0
+25 just got outta class gonna go gym. 0
+26 what i meant to say is cant wait to see u again getting bored of this bridgwater banter 0
+27 urgent! your mobile number has been awarded with a ??2000 bonus caller prize. call 09058095201 from land line. valid 12hrs only 1
+28 yeah, where's your class at? 0
+29 i want to see your pretty pussy... 0
+30 double mins & 1000 txts on orange tariffs. latest motorola, sonyericsson & nokia with bluetooth free! call mobileupd8 on 08000839402 or call2optout/hf8 1
+31 the fact that you're cleaning shows you know why i'm upset. your priority is constantly \what i want to do 0
+32 when i have stuff to sell i.ll tell you 0
+33 ofcourse i also upload some songs 0
+34 yo dude guess who just got arrested the other day 0
+35 yeah get the unlimited 0
+36 honey, can you pls find out how much they sell predicte in nigeria. and how many times can it be used. its very important to have a reply before monday 0
+37 so lets make it saturday or monday as per convenience. 0
+38 k tell me anything about you. 0
+39 free msg:we billed your mobile number by mistake from shortcode 83332.please call 08081263000 to have charges refunded.this call will be free from a bt landline 1
+40 from 5 to 2 only my work timing. 0
+41 hey what how about your project. started aha da. 0
+42 yo, call me when you get the chance, a friend of mine wanted me to ask you about a big order 0
+43 i'm going out to buy mum's present ar. 0
+44 important information 4 orange user 0789xxxxxxx. today is your lucky day!2find out why log onto http://www.urawinner.com there's a fantastic surprise awaiting you! 1
+45 hmm ill have to think about it... ok you're forgiven! =d 0
+46 jolly good! by the way, will give u tickets for sat eve 7.30. speak before then x 0
+47 hey! there's veggie pizza... :/ 0
+48 its <#> k here oh. should i send home for sale. 0
+49 yeah, don't go to bed, i'll be back before midnight 0
+50 watching ajith film ah? 0
+51 motivate behind every darkness, there is a shining light waiting for you to find it... behind every best friend, there is always trust and love... bslvyl 0
+52 yeah that's the impression i got 0
+53 was playng 9 doors game and gt racing on phone lol 0
+54 you have registered sinco as payee. log in at icicibank.com and enter urn <#> to confirm. beware of frauds. do not share or disclose urn to anyone. 0
+55 it is only yesterday true true. 0
+56 i know you are. can you pls open the back? 0
+57 let there be snow. let there be snow. this kind of weather brings ppl together so friendships can grow. 0
+58 dont hesitate. you know this is the second time she has had weakness like that. so keep i notebook of what she eat and did the day before or if anything changed the day before so that we can be sure its nothing 0
+59 and do you have any one that can teach me how to ship cars. 0
+60 but i'm on a diet. and i ate 1 too many slices of pizza yesterday. ugh i'm always on a diet. 0
+61 hey gorgeous man. my work mobile number is. have a good one babe. squishy mwahs. 0
+62 wife.how she knew the time of murder exactly 0
+63 urgent we are trying to contact you last weekends draw shows u have won a ??1000 prize guaranteed call 09064017295 claim code k52 valid 12hrs 150p pm 1
+64 urgent! please call 09061213237 from a landline. ??5000 cash or a 4* holiday await collection. t &cs sae po box 177 m227xy. 16+ 1
+65 i will vote for wherever my heart guides me 0
+66 oh ! a half hour is much longer in syria than canada, eh ? wow you must get so much more work done in a day than us with all that extra time ! *grins* 0
+67 themob>hit the link to get a premium pink panther game, the new no. 1 from sugababes, a crazy zebra animation or a badass hoody wallpaper-all 4 free! 1
+68 hi petey!noi??m ok just wanted 2 chat coz avent spoken 2 u 4 a long time-hope ur doin alrite.have good nit at js love ya am.x 0
+69 same as u... dun wan... y u dun like me already ah... wat u doing now? still eating? 0
+70 see you then, we're all christmassy here! 0
+71 s da..al r above <#> 0
+72 guessin you ain't gonna be here before 9? 0
+73 awesome, lemme know whenever you're around 0
+74 heehee that was so funny tho 0
+75 kallis wont bat in 2nd innings. 0
+76 bbq this sat at mine from 6ish. ur welcome 2 come 0
+77 v-aluable. a-ffectionate. l-oveable. e-ternal. n-oble. t-ruthful. i-ntimate. n-atural. e-namous. happy \valentines day\" in advance" 0
+78 storming msg: wen u lift d phne, u say \hello\" do u knw wt is d real meaning of hello?? . . . it's d name of a girl..! . . . yes.. and u knw who is dat girl?? \"margaret hello\" she is d girlfrnd f grahmbell who invnted telphone... . . . . moral:one can 4get d name of a person 0
+79 u definitely need a module from e humanities dis sem izzit? u wan 2 take other modules 1st? 0
+80 hey doc pls i want to get nice t shirt for my hubby nice fiting ones my budget is <#> k help pls i will load d card abi hw,keep me posted luv. 2 mj 0
+81 so i could kiss and feel you next to me... 0
+82 what about this one then. 0
+83 freemsg you have been awarded a free mini digital camera, just reply snap to collect your prize! (quizclub opt out? stop 80122300p/wk sp:rwm ph:08704050406) 1
+84 ooooooh i forgot to tell u i can get on yoville on my phone 0
+85 then cant get da laptop? my matric card wif ?_ lei... 0
+86 themob> check out our newest selection of content, games, tones, gossip, babes and sport, keep your mobile fit and funky text wap to 82468 1
+87 sorry my roommates took forever, it ok if i come by now? 0
+88 call 09090900040 & listen to extreme dirty live chat going on in the office right now total privacy no one knows your [sic] listening 60p min 24/7mp 0870753331018+ 1
+89 i know but you need to get hotel now. i just got my invitation but i had to apologise. cali is to sweet for me to come to some english bloke's weddin 0
+90 any way where are you and what doing. 0
+91 i've not sent it. he can send me. 0
+92 complimentary 4 star ibiza holiday or ??10,000 cash needs your urgent collection. 09066364349 now from landline not to lose out! box434sk38wp150ppm18+ 1
+93 private! your 2003 account statement for 07815296484 shows 800 un-redeemed s.i.m. points. call 08718738001 identifier code 41782 expires 18/11/04 1
+94 i am real, baby! i want to bring out your inner tigress... 0
+95 wat makes u thk i'll fall down. but actually i thk i'm quite prone 2 falls. lucky my dad at home i ask him come n fetch me already. 0
+96 hi.:)technical support.providing assistance to us customer through call and email:) 0
+97 you stayin out of trouble stranger!!saw dave the other day he??s sorted now!still with me bloke when u gona get a girl mr!ur mum still thinks we will get 2getha! 0
+98 i hav almost reached. call, i m unable to connect u. 0
+99 ok i also wan 2 watch e 9 pm show... 0
+100 yo come over carlos will be here soon 0
+101 black shirt n blue jeans... i thk i c ?_... 0
+102 aight ill get on fb in a couple minutes 0
+103 ?? all write or wat.. 0
+104 :-( sad puppy noise 0
+105 babe ! what are you doing ? where are you ? who are you talking to ? do you think of me ? are you being a good boy? are you missing me? do you love me ? 0
+106 if we hit it off, you can move in with me :) 0
+107 should i head straight there or what 0
+108 oh all have to come ah? 0
+109 wat's my dear doing? sleeping ah? 0
+110 audrie lousy autocorrect 0
+111 sorry pa, i dont knw who ru pa? 0
+112 k..k:)how about your training process? 0
+113 enjoy the showers of possessiveness poured on u by ur loved ones, bcoz in this world of lies, it is a golden gift to be loved truly.. 0
+114 we took hooch for a walk toaday and i fell over! splat! grazed my knees and everything! should have stayed at home! see you tomorrow! 0
+115 in the end she might still vomit but its okay. not everything will come out. 0
+116 i keep ten rs in my shelf:) buy two egg. 0
+117 i'm ok wif it cos i like 2 try new things. but i scared u dun like mah. cos u said not too loud. 0
+118 free msg: get gnarls barkleys \crazy\" ringtone totally free just reply go to this message right now!" 1
+119 this is the 2nd attempt to contract u, you have won this weeks top prize of either ??1000 cash or ??200 prize. just call 09066361921 1
+120 no. but we'll do medical missions to nigeria 0
+121 becoz its <#> jan whn al the post ofice is in holiday so she cn go fr the post ofice...got it duffer 0
+122 good afternoon, my boytoy ... how are you feeling today ? better i hope? are you being my good boy? are you my obedient, slave? do you please your queen? 0
+123 aight i'll grab something to eat too, text me when you're back at mu 0
+124 no she didnt. i will search online and let you know. 0
+125 how will i creep on you now? ;_; 0
+126 well done england! get the official poly ringtone or colour flag on yer mobile! text tone or flag to 84199 now! opt-out txt eng stop. box39822 w111wx ??1.50 1
+127 yeah i should be able to, i'll text you when i'm ready to meet up 0
+128 joy's father is john. then john is the name of joy's father. mandan 0
+129 themob>yo yo yo-here comes a new selection of hot downloads for our members to get for free! just click & open the next link sent to ur fone... 1
+130 derp. which is worse, a dude who always wants to party or a dude who files a complaint about the three drug abusers he lives with 0
+131 give her something to drink, if she takes it and doesn't vomit then you her temp might drop. if she unmits however let me know. 0
+132 should i be stalking u? 0
+133 dare i ask... any luck with sorting out the car? 0
+134 lyricalladie(21/f) is inviting you to be her friend. reply yes-910 or no-910. see her: www.sms.ac/u/hmmross stop? send stop frnd to 62468 1
+135 joy's father is john. then john is the ____ of joy's father. if u ans ths you hav <#> iq. tis s ias question try to answer. 0
+136 i will reach ur home in <#> minutes 0
+137 true lov n care wil nevr go unrecognized. though somone often makes mistakes when valuing it. but they will definitly undrstnd once when they start missing it. 0
+138 lol no. i just need to cash in my nitros. hurry come on before i crash out! 0
+139 happy new year to u and ur family...may this new year bring happiness , stability and tranquility to ur vibrant colourful life:):) 0
+140 you have won a guaranteed ??1000 cash or a ??2000 prize. to claim yr prize call our customer service representative on 08714712379 between 10am-7pm cost 10p 1
+141 no da..today also i forgot.. 0
+142 true dear..i sat to pray evening and felt so.so i sms'd you in some time... 0
+143 wat time do u wan 2 meet me later? 0
+144 u don't remember that old commercial? 0
+145 babe !!!! i love you !!!! *covers your face in kisses* 0
+146 \petey boy whereare you me and all your friendsare in thekingshead come down if you canlove nic\"" 0
+147 this girl does not stay in bed. this girl doesn't need recovery time. id rather pass out while having fun then be cooped up in bed 0
+148 and stop being an old man. you get to build snowman snow angels and snowball fights. 0
+149 you are chosen to receive a ??350 award! pls call claim number 09066364311 to collect your award which you are selected to receive as a valued mobile customer. 1
+150 you have won a guaranteed ??1000 cash or a ??2000 prize.to claim yr prize call our customer service representative on 1
+151 haha awesome, i might need to take you up on that, what you doin tonight? 0
+152 he like not v shock leh. cos telling shuhui is like telling leona also. like dat almost all know liao. he got ask me abt ur reaction lor. 0
+153 good afternoon, my love. how goes your day ? what are you up to ? i woke early and am online waiting for you ... hmmm ... italian boy is online i see . *grins* 0
+154 no..its ful of song lyrics.. 0
+155 got smaller capacity one? quite ex... 0
+156 howz pain?hope u r fine.. 0
+157 warner village 83118 c colin farrell in swat this wkend @warner village & get 1 free med. popcorn!just show msg+ticket@kiosk.valid 4-7/12. c t&c @kiosk. reply sony 4 mre film offers 1
+158 u come n search tat vid..not finishd.. 0
+159 yo, i'm at my parents' gettin cash. good news: we picked up a downstem 0
+160 the table's occupied, i'm waiting by the tree 0
+161 jay's getting really impatient and belligerent 0
+162 <#> , that's all? guess that's easy enough 0
+163 oh ok wait 4 me there... my lect havent finish 0
+164 see? i thought it all through 0
+165 sorry sent blank msg again. yup but trying 2 do some serious studying now. 0
+166 actually nvm, got hella cash, we still on for <#> ish? 0
+167 good afternoon loverboy ! how goes you day ? any luck come your way? i think of you, sweetie and send my love across the sea to make you smile and happy 0
+168 to review and keep the fantastic nokia n-gage game deck with club nokia, go 2 www.cnupdates.com/newsletter. unsubscribe from alerts reply with the word out 1
+169 also that chat was awesome but don't make it regular unless you can see her in person 0
+170 k, wait chikku..il send aftr <#> mins 0
+171 baaaaaaaabe! wake up ! i miss you ! i crave you! i need you! 0
+172 and i don't plan on staying the night but i prolly won't be back til late 0
+173 er yep sure. props? 0
+174 you flippin your shit yet? 0
+175 sorry, i'll call later 0
+176 im realy soz imat my mums 2nite what about 2moro 0
+177 private! your 2003 account statement for 07973788240 shows 800 un-redeemed s. i. m. points. call 08715203649 identifier code: 40533 expires 31/10/04 1
+178 aight, see you in a bit 0
+179 guess who am i?this is the first time i created a web page www.asjesus.com read all i wrote. i'm waiting for your opinions. i want to be your friend 1/1 1
+180 urgent! please call 09061213237 from landline. ??5000 cash or a luxury 4* canary islands holiday await collection. t&cs sae po box 177. m227xy. 150ppm. 16+ 1
+181 no i am not having not any movies in my laptop 0
+182 how do you guys go to see movies on your side. 0
+183 think ur smart ? win ??200 this week in our weekly quiz, text play to 85222 now!t&cs winnersclub po box 84, m26 3uz. 16+. gbp1.50/week 1
+184 do u want 2 meet up 2morro 0
+185 we stopped to get ice cream and will go back after 0
+186 beautiful truth against gravity.. read carefully: \our heart feels light when someone is in it.. but it feels very heavy when someone leaves it..\" goodmorning" 0
+187 ok. 0
+188 urgent ur ??500 guaranteed award is still unclaimed! call 09066368327 now closingdate04/09/02 claimcode m39m51 ??1.50pmmorefrommobile2bremoved-mobypobox734ls27yf 1
+189 that???s the thing with apes, u can fight to the death to keep something, but the minute they have it when u let go, thats it! 0
+190 missed your call cause i was yelling at scrappy. miss u. can't wait for u to come home. i'm so lonely today. 0
+191 \can i please come up now imin town.dontmatter if urgoin outl8r u no thecd isv.important tome 4 2moro\"" 0
+192 oh k. . i will come tomorrow 0
+193 jay told me already, will do 0
+194 call freephone 0800 542 0578 now! 1
+195 text her. if she doesnt reply let me know so i can have her log in 0
+196 oooh i got plenty of those! 0
+197 i'll probably be around mu a lot 0
+198 good sleep is about rhythm. the person has to establish a rhythm that the body will learn and use. if you want to know more :-) 0
+199 7 at esplanade.. do ?_ mind giving me a lift cos i got no car today.. 0
+200 can u get 2 phone now? i wanna chat 2 set up meet call me now on 09096102316 u can cum here 2moro luv jane xx calls??1/minmoremobsemspobox45po139wa 1
+201 \happy valentines day\" i know its early but i have hundreds of handsomes and beauties to wish. so i thought to finish off aunties and uncles 1st..." 0
+202 dunno i juz askin cos i got a card got 20% off 4 a salon called hair sense so i tot it's da one ?_ cut ur hair. 0
+203 yeah my usual guy's out of town but there're definitely people around i know 0
+204 u have a secret admirer who is looking 2 make contact with u-find out who they r*reveal who thinks ur so special-call on 09065171142-stopsms-08718727870150ppm 1
+205 happy new year my no.1 man 0
+206 ur ringtone service has changed! 25 free credits! go to club4mobiles.com to choose content now! stop? txt club stop to 87070. 150p/wk club4 po box1146 mk45 2wt 1
+207 what???? hello wats talks email address? 0
+208 height of \oh shit....!!\" situation: a guy throws a luv letter on a gal but falls on her brothers head whos a gay 0
+209 tunji, how's the queen? how are you doing. this is just wishing you a great day. abiola. 0
+210 :-) :-) 0
+211 i cant pick the phone right now. pls send a message 0
+212 dear relieved of westonzoyland, all going to plan this end too! 0
+213 how long does it take to get it. 0
+214 hmmm ... and imagine after you've come home from that having to rub my feet, make me dinner and help me get ready for my date ! are you sure your ready for that kind of life ? 0
+215 neva mind it's ok.. 0
+216 is there coming friday is leave for pongal?do you get any news from your work place. 0
+217 hows my favourite person today? r u workin hard? couldn't sleep again last nite nearly rang u at 4.30 0
+218 ya that one is slow as poo 0
+219 ard 530 lor. i ok then message ?_ lor. 0
+220 u can call now... 0
+221 no management puzzeles. 0
+222 there's someone here that has a year <#> toyota camry like mr olayiwola's own. mileage is <#> k.its clean but i need to know how much will it sell for. if i can raise the dough for it how soon after landing will it sell. holla back. 0
+223 ok.. 0
+224 its a site to simulate the test. it just gives you very tough questions to test your readiness. 0
+225 tap & spile at seven. * is that pub on gas st off broad st by canal. ok? 0
+226 u r the most beautiful girl ive ever seen. u r my baby come and c me in the common room 0
+227 you busy or can i come by at some point and figure out what we're doing tomorrow 0
+228 haven't found a way to get another app for your phone, eh ? will you go to the net cafe ? did you take that job? geeee i need you babe. i crave to see you ... 0
+229 ok. i am a gentleman and will treat you with dignity and respect. 0
+230 done it but internet connection v slow and can???t send it. will try again later or first thing tomo. 0
+231 i sent you <#> bucks 0
+232 free msg: single? find a partner in your area! 1000s of real people are waiting to chat now!send chat to 62220cncl send stopcs 08717890890??1.50 per msg 1
+233 the 2 oz guy is being kinda flaky but one friend is interested in picking up $ <#> worth tonight if possible 0
+234 wan2 win a meet+greet with westlife 4 u or a m8? they are currently on what tour? 1)unbreakable, 2)untamed, 3)unkempt. text 1,2 or 3 to 83049. cost 50p +std text 1
+235 can... i'm free... 0
+236 do ?_ all wan 2 meet up n combine all the parts? how's da rest of da project going? 0
+237 im fine babes aint been up 2 much tho! saw scary movie yest its quite funny! want 2mrw afternoon? at town or mall or sumthin?xx 0
+238 your unique user id is 1172. for removal send stop to 87239 customer services 08708034412 1
+239 r u meeting da ge at nite tmr? 0
+240 get ready to moan and scream :) 0
+241 so many people seems to be special at first sight, but only very few will remain special to you till your last sight.. maintain them till life ends.. sh!jas 0
+242 hmmm ... i thought we said 2 hours slave, not 3 ... you are late ... how should i punish you ? 0
+243 call him and say you not coming today ok and tell them not to fool me like this ok 0
+244 had your mobile 11mths ? update for free to oranges latest colour camera mobiles & unlimited weekend calls. call mobile upd8 on freefone 08000839402 or 2stoptxt 1
+245 wen did you get so spiritual and deep. that's great 0
+246 xmas offer! latest motorola, sonyericsson & nokia & free bluetooth or dvd! double mins & 1000 txt on orange. call mobileupd8 on 08000839402 or call2optout/4qf2 1
+247 cbe is really good nowadays:)lot of shop and showrooms:)city is shaping good. 0
+248 carry on not disturbing both of you 0
+249 you only hate me. you can call any but you didnt accept even a single call of mine. or even you messaged 0
+250 ok going to sleep. hope i can meet her. 0
+251 nope i'm not drivin... i neva develop da photos lei... 0
+252 do u think that any girl will propose u today by seing ur bloody funky shit fucking face...............asssssholeeee................ 0
+253 dont show yourself. how far. put new pictures up on facebook. 0
+254 k...k:)why cant you come here and search job:) 0
+255 i'm home... 0
+256 k. i will sent it again 0
+257 tired. i haven't slept well the past few nights. 0
+258 okay... i booked all already... including the one at bugis. 0
+259 ;-( oh well, c u later 0
+260 did he say how fantastic i am by any chance, or anything need a bigger life lift as losing the will 2 live, do you think i would be the first person 2 die from n v q? 0
+261 he telling not to tell any one. if so treat for me hi hi hi 0
+262 k:)eng rocking in ashes:) 0
+263 cant believe i said so many things to you this morning when all i really wanted to say was good morning, i love you! have a beautiful morning. see you in the library later. 0
+264 will be out of class in a few hours. sorry 0
+265 ya it came a while ago 0
+266 babe !!! i miiiiiiissssssssss you ! i need you !!! i crave you !!! :-( ... geeee ... i'm so sad without you babe ... i love you ... 0
+267 ur tonexs subscription has been renewed and you have been charged ??4.50. you can choose 10 more polys this month. www.clubzed.co.uk *billing msg* 1
+268 stop the story. i've told him i've returned it and he's saying i should not re order it. 0
+269 ugh hopefully the asus ppl dont randomly do a reformat. 0
+270 so i'm doing a list of buyers. 0
+271 beautiful truth against gravity.. read carefully: \our heart feels light when someone is in it.. but it feels very heavy when someone leaves it..\" good night" 0
+272 i'll text now! all creepy like so he won't think that we forgot 0
+273 if i was i wasn't paying attention 0
+274 okies... i'll go yan jiu too... we can skip ard oso, go cine den go mrt one, blah blah blah... 0
+275 then wat r u doing now? busy wif work? 0
+276 i can probably come by, everybody's done around <#> right? 0
+277 he is a womdarfull actor 0
+278 hope you are having a good week. just checking in 0
+279 well i wasn't available as i washob nobbing with last night so they had to ask nickey platt instead of me!; 0
+280 in e msg jus now. u said thanks for gift. 0
+281 i got lousy sleep. i kept waking up every 2 hours to see if my cat wanted to come in. i worry about him when its cold :( 0
+282 awesome, that gonna be soon or later tonight? 0
+283 he also knows about lunch menu only da. . i know 0
+284 i'm done. i'm sorry. i hope your next space gives you everything you want. remember all the furniture is yours. if i'm not around when you move it, just lock all the locks and leave the key with jenne. 0
+285 what i'm saying is if you haven't explicitly told nora i know someone i'm probably just not gonna bother 0
+286 best msg: it's hard to be with a person, when u know that one more step foward will make u fall in love.. & one step back can ruin ur friendship.. good night:-) ... 0
+287 i wish u were here. i feel so alone 0
+288 ur cash-balance is currently 500 pounds - to maximize ur cash-in now send cash to 86688 only 150p/msg. cc: 08708800282 hg/suite342/2lands row/w1j6hl 1
+289 so many people seems to be special at first sight, but only very few will remain special to you till your last sight.. maintain them till life ends.. sh!jas 0
+290 hcl chennai requires freshers for voice process.excellent english needed.salary upto <#> .call ms.suman <#> for telephonic interview -via indyarocks.com 0
+291 lol yes. our friendship is hanging on a thread cause u won't buy stuff. 0
+292 i gotta collect da car at 6 lei. 0
+293 gud mrng dear hav a nice day 0
+294 sure, whenever you show the fuck up >:( 0
+295 loosu go to hospital. de dont let it careless. 0
+296 r u over scratching it? 0
+297 by the way, 'rencontre' is to meet again. mountains dont.... 0
+298 good morning, im suffering from fever and dysentry ..will not be able to come to office today. 0
+299 our prasanth ettans mother passed away last night. just pray for her and family. 0
+300 alright took the morphine. back in yo. 0
+301 gud gud..k, chikku tke care.. sleep well gud nyt 0
+302 at what time should i come tomorrow 0
+303 sorry i cant take your call right now. it so happens that there r 2waxsto do wat you want. she can come and ill get her medical insurance. and she'll be able to deliver and have basic care. i'm currently shopping for the right medical insurance for her. so just give me til friday morning. thats when i.ll see the major person that can guide me to the right insurance. 0
+304 ya very nice. . .be ready on thursday 0
+305 check out choose your babe videos @ sms.shsex.netun fgkslpopw fgkslpo 1
+306 what's your room number again? wanna make sure i'm knocking on the right door 0
+307 that's fine, i'll bitch at you about it later then 0
+308 sorry. you never hear unless you book it. one was kinda a joke--thet were really looking for skinny white girls. the other was one line--you can only do so much on camera with that. something like that they're casting on the look. 0
+309 in xam hall boy asked girl tell me the starting term for dis answer i can den manage on my own after lot of hesitation n lookin around silently she said the! intha ponnungale ipaditan;) 0
+310 hey what's up charles sorry about the late reply. 0
+311 we have sent jd for customer service cum accounts executive to ur mail id, for details contact us 0
+312 645 0
+313 a boy loved a gal. he propsd bt she didnt mind. he gv lv lttrs, bt her frnds threw thm. again d boy decided 2 aproach d gal , dt time a truck was speeding towards d gal. wn it was about 2 hit d girl,d boy ran like hell n saved her. she asked 'hw cn u run so fast?' d boy replied \boost is d secret of my energy\" n instantly d girl shouted \"our energy\" n thy lived happily 2gthr drinking boost evrydy moral of d story:- i hv free msgs:d;): gud ni8" 0
+314 hurt me... tease me... make me cry... but in the end of my life when i die plz keep one rose on my grave and say stupid i miss u.. have a nice day bslvyl 0
+315 we are pleased to inform that your application for airtel broadband is processed successfully. your installation will happen within 3 days. 0
+316 ok... 0
+317 had your mobile 11 months or more? u r entitled to update to the latest colour mobiles with camera for free! call the mobile update co free on 08002986030 1
+318 i have no money 4 steve mate! ! 0
+319 we are supposed to meet to discuss abt our trip... thought xuhui told you? in the afternoon. thought we can go for lesson after that 0
+320 yeah so basically any time next week you can get away from your mom & get up before 3 0
+321 ur cash-balance is currently 500 pounds - to maximize ur cash-in now send go to 86688 only 150p/msg. cc: 08718720201 po box 114/14 tcr/w1 1
+322 i send the print outs da. 0
+323 free 1st week entry 2 textpod 4 a chance 2 win 40gb ipod or ??250 cash every wk. txt vpod to 81303 ts&cs www.textpod.net custcare 08712405020. 1
+324 hows the pain dear?y r u smiling? 0
+325 gonna let me know cos comes bak from holiday that day. is coming. don't4get2text me number. 0
+326 is xy going 4 e lunch? 0
+327 nobody can decide where to eat and dad wants chinese 0
+328 ?? dun need to pick ur gf? 0
+329 yeah you should. i think you can use your gt atm now to register. not sure but if there's anyway i can help let me know. but when you do be sure you are ready. 0
+330 as a valued customer, i am pleased to advise you that following recent review of your mob no. you are awarded with a ??1500 bonus prize, call 09066364589 1
+331 i'm meeting darren... 0
+332 aaooooright are you at work? 0
+333 i think steyn surely get one wicket:) 0
+334 hurry home. soup is done! 0
+335 money!!! you r a lucky winner ! 2 claim your prize text money 2 88600 over ??1million to give away ! ppt150x3+normal text rate box403 w1t1jy 1
+336 auntie huai juan never pick up her phone 0
+337 sorry, i'll call later in meeting 0
+338 shuhui has bought ron's present it's a swatch watch... 0
+339 forgot you were working today! wanna chat, but things are ok so drop me a text when you're free / bored etc and i'll ring. hope all is well, nose essay and all xx 0
+340 i think it's all still in my car 0
+341 cool, text me when you head out 0
+342 i wanna watch that movie 0
+343 aslamalaikkum....insha allah tohar beeen muht albi mufti mahfuuz...meaning same here.... 0
+344 he is world famamus.... 0
+345 hello, hello, hi lou sorry it took so long 2 reply- i left mobile at friends in lancaster, just got it bak neway im sorry i couldn??t make ur b??day 2 hun! 0
+346 thank you princess! you are so sexy... 0
+347 so your telling me i coulda been your real valentine and i wasn't? u never pick me for nothing!! 0
+348 hey so this sat are we going for the intro pilates only? or the kickboxing too? 0
+349 so u gonna get deus ex? 0
+350 those cocksuckers. if it makes you feel better ipads are worthless garbage novelty items and you should feel bad for even wanting one 0
+351 sorry i've not gone to that place. i.ll do so tomorrow. really sorry. 0
+352 mmmmm ... i loved waking to your words this morning ! i miss you too, my love. i hope your day goes well and you are happy. i wait for us to be together again 0
+353 night has ended for another day, morning has come in a special way. may you smile like the sunny rays and leaves your worries at the blue blue bay. 0
+354 i will come with karnan car. please wait till 6pm will directly goto doctor. 0
+355 no need to say anything to me. i know i am an outsider 0
+356 are you happy baby ? are you alright ? did you take that job ? i hope your fine. i send you a kiss to make you smile from across the sea ... *kiss* *kiss* 0
+357 my sis is catching e show in e afternoon so i'm not watching w her. so c u wan 2 watch today or tmr lor. 0
+358 hey no i ad a crap nite was borin without ya 2 boggy with me u boring biatch! thanx but u wait til nxt time il ave ya 0
+359 quite late lar... ard 12 anyway i wun b drivin... 0
+360 does cinema plus drink appeal tomo? * is a fr thriller by director i like on at mac at 8.30. 0
+361 <#> mins but i had to stop somewhere first. 0
+362 ok lor. msg me b4 u call. 0
+363 tunde, how are you doing. this is just wishing you a great day. abiola. 0
+364 hey i've booked the pilates and yoga lesson already... haha 0
+365 ok. no wahala. just remember that a friend in need ... 0
+366 private! your 2003 account statement for 07808 xxxxxx shows 800 un-redeemed s. i. m. points. call 08719899217 identifier code: 41685 expires 07/11/04 1
+367 ok i'm waliking ard now... do u wan me 2 buy anything go ur house? 0
+368 dear 0776xxxxxxx u've been invited to xchat. this is our final attempt to contact u! txt chat to 86688 150p/msgrcvdhg/suite342/2lands/row/w1j6hl ldn 18yrs 1
+369 wan2 win a meet+greet with westlife 4 u or a m8? they are currently on what tour? 1)unbreakable, 2)untamed, 3)unkempt. text 1,2 or 3 to 83049. cost 50p +std text 1
+370 you are a ??1000 winner or guaranteed caller prize, this is our final attempt to contact you! to claim call 09071517866 now! 150ppmpobox10183bhamb64xe 1
+371 5 nights...we nt staying at port step liao...too ex 0
+372 no..but heard abt tat.. 0
+373 six chances to win cash! from 100 to 20,000 pounds txt> csh11 and send to 87575. cost 150p/day, 6days, 16+ tsandcs apply reply hl 4 info 1
+374 nope thats fine. i might have a nap tho! 0
+375 k.k.how is your business now? 0
+376 are you up for the challenge? i know i am :) 0
+377 urgent! your mobile number has been awarded with a ??2000 prize guaranteed. call 09061790126 from land line. claim 3030. valid 12hrs only 150ppm 1
+378 i've been trying to reach him without success 0
+379 hello which the site to download songs its urgent pls 0
+380 quite lor. but dun tell him wait he get complacent... 0
+381 what pa tell me.. i went to bath:-) 0
+382 we spend our days waiting for the ideal path to appear in front of us.. but what we forget is.. \paths are made by walking.. not by waiting..\" goodnight!" 0
+383 as i entered my cabin my pa said, '' happy b'day boss !!''. i felt special. she askd me 4 lunch. after lunch she invited me to her apartment. we went there. 0
+384 congratulations ur awarded either ??500 of cd gift vouchers & free entry 2 our ??100 weekly draw txt music to 87066 tncs www.ldew.com 1 win150ppmx3age16 1
+385 true. it is passable. and if you get a high score and apply for phd, you get 5years of salary. so it makes life easier. 0
+386 ok. 0
+387 jus finish watching tv... u? 0
+388 you all ready for * big day tomorrow? 0
+389 the evo. i just had to download flash. jealous? 0
+390 k:)all the best:)congrats... 0
+391 stupid auto correct on my phone 0
+392 you got called a tool? 0
+393 good luck! draw takes place 28th feb 06. good luck! for removal send stop to 87239 customer services 08708034412 1
+394 hello, my love. what are you doing? did you get to that interview today? are you you happy? are you being a good boy? do you think of me?are you missing me ? 0
+395 yeah but which is worse for i 0
+396 watching cartoon, listening music & at eve had to go temple & church.. what about u? 0
+397 i know you mood off today 0
+398 yeah why not, is the gang all ready 0
+399 am not working but am up to eyes in philosophy so will text u later when a bit more free for chat... 0
+400 full heat pa:-) i have applyed oil pa. 0
+401 super da:)good replacement for murali 0
+402 okay... we wait ah 0
+403 whore you are unbelievable. 0
+404 jay says that you're a double-faggot 0
+405 they have a thread on the wishlist section of the forums where ppl post nitro requests. start from the last page and collect from the bottom up. 0
+406 dip's cell dead. so i m coming with him. u better respond else we shall come back. 0
+407 thnx dude. u guys out 2nite? 0
+408 yes. rent is very expensive so its the way we save. 0
+409 so when you gonna get rimac access 0
+410 are you willing to go for aptitude class. 0
+411 pick ur fone up now u dumb? 0
+412 am also doing in cbe only. but have to pay. 0
+413 oh! shit, i thought that was your trip! loooooool ... that just makes so much more sense now ... *grins* and the sofa reference was ... the \sleep on a couch\" link you sent me ... wasn't that how you went on your trip ? oh ... and didn't your babe go with you for that celebration with your rents?" 0
+414 i'm not sure, i was just checking out what was happening around the area 0
+415 ok, be careful ! don't text and drive ! 0
+416 sunshine quiz wkly q! win a top sony dvd player if u know which country liverpool played in mid week? txt ansr to 82277. ??1.50 sp:tyrone 1
+417 id have to check but there's only like 1 bowls worth left 0
+418 ah poop. looks like ill prob have to send in my laptop to get fixed cuz it has a gpu problem 0
+419 hi ya babe x u 4goten bout me?' scammers getting smart..though this is a regular vodafone no, if you respond you get further prem rate msg/subscription. other nos used also. beware! 1
+420 aight i've been set free, think you could text me blake's address? it occurs to me i'm not quite as sure what i'm doing as i thought i was 0
+421 k, makes sense, btw carlos is being difficult so you guys are gonna smoke while i go pick up the second batch and get gas 0
+422 nowadays people are notixiquating the laxinorficated opportunity for bambling of entropication.... have you ever oblisingately opted ur books for the masteriastering amplikater of fidalfication? it is very champlaxigating, i think it is atrocious.. wotz ur opinion???? junna 0
+423 me hungry buy some food good lei... but mum n yun dun wan juz buy a little bit... 0
+424 let me know if you need anything else. salad or desert or something... how many beers shall i get? 0
+425 s.s:)i thinl role is like sachin.just standing. others have to hit. 0
+426 i dont know oh. hopefully this month. 0
+427 first has she gained more than <#> kg since she took in. second has she done the blood sugar tests. if she has and its ok and her blood pressure is within normal limits then no worries 0
+428 really? i crashed out cuddled on my sofa. 0
+429 free top ringtone -sub to weekly ringtone-get 1st week free-send subpoly to 81618-?3 per week-stop sms-08718727870 1
+430 hello, yeah i've just got out of the bath and need to do my hair so i'll come up when i'm done, yeah? 0
+431 can ?_ call me at 10:10 to make sure dat i've woken up... 0
+432 i plane to give on this month end. 0
+433 i'm gonna rip out my uterus. 0
+434 it will stop on itself. i however suggest she stays with someone that will be able to give ors for every stool. 0
+435 come by our room at some point so we can iron out the plan for this weekend 0
+436 twenty past five he said will this train have been to durham already or not coz i am in a reserved seat 0
+437 ahhh. work. i vaguely remember that! what does it feel like? lol 0
+438 sms auction - a brand new nokia 7250 is up 4 auction today! auction is free 2 join & take part! txt nokia to 86021 now! hg/suite342/2lands row/w1j6hl 1
+439 dude sux for snake. he got old and raiden got buff 0
+440 that would be great. we'll be at the guild. could meet on bristol road or somewhere - will get in touch over weekend. our plans take flight! have a good week 0
+441 no plans yet. what are you doing ? 0
+442 yup... how ?_ noe leh... 0
+443 in life when you face choices just toss a coin not becoz its settle the question but while the coin in the air u will know what your heart is hoping for. gudni8 0
+444 remember to ask alex about his pizza 0
+445 it's not that you make me cry. it's just that when all our stuff happens on top of everything else, it pushes me over the edge. you don't underdtand how often i cry over my sorry, sorry life. 0
+446 i'm aight. wat's happening on your side. 0
+447 what u talking bout early morning? it's almost noon where your at! 0
+448 text pass to 69669 to collect your polyphonic ringtones. normal gprs charges apply only. enjoy your tones 1
+449 lol enjoy role playing much? 0
+450 i am waiting machan. call me once you free. 0
+451 do you want a new video handset? 750 any time any network mins? unlimited text? camcorder? reply or call now 08000930705 for del sat am 1
+452 great. so should i send you my account number. 0
+453 then. you are eldest know. 0
+454 were somewhere on fredericksburg 0
+455 k, wat s tht incident? 0
+456 also are you bringing galileo or dobby 0
+457 nationwide auto centre (or something like that) on newport road. i liked them there 0
+458 sorry da thangam.it's my mistake. 0
+459 yes there were many sweets 0
+460 i love u 2 babe! r u sure everything is alrite. is he being an idiot? txt bak girlie 0
+461 mon okie lor... haha, best is cheap n gd food la, ex oso okie... depends on whether wana eat western or chinese food... den which u prefer... 0
+462 its going good...no problem..but still need little experience to understand american customer voice... 0
+463 claire here am havin borin time & am now alone u wanna cum over 2nite? chat now 09099725823 hope 2 c u luv claire xx calls??1/minmoremobsemspobox45po139wa 1
+464 can. dunno wat to get 4 her... 0
+465 free for 1st week! no1 nokia tone 4 ur mobile every week just txt nokia to 8077 get txting and tell ur mates. www.getzed.co.uk pobox 36504 w45wq 16+ norm150p/tone 1
+466 r we going with the <#> bus? 0
+467 hello, as per request from <#> rs.5 has been transfered to you 0
+468 although i told u dat i'm into baig face watches now but i really like e watch u gave cos it's fr u. thanx 4 everything dat u've done today, i'm touched... 0
+469 want explicit sex in 30 secs? ring 02073162414 now! costs 20p/min gsex pobox 2667 wc1n 3xx 1
+470 hello. they are going to the village pub at 8 so either come here or there accordingly. ok? 0
+471 v skint too but fancied few bevies.waz gona go meet &othrs in spoon but jst bin watchng planet earth&sofa is v comfey; if i dont make it hav gd night 0
+472 where can download clear movies. dvd copies. 0
+473 \speak only when you feel your words are better than the silence...\" gud mrng:-)" 0
+474 prabha..i'm soryda..realy..frm heart i'm sory 0
+475 my sister in law, hope you are having a great month. just saying hey. abiola 0
+476 bring tat cd don forget 0
+477 lol or i could just starve and lose a pound by the end of the day. 0
+478 faith makes things possible,hope makes things work,love makes things beautiful,may you have all three this christmas!merry christmas! 0
+479 if you're not in my car in an hour and a half i'm going apeshit 0
+480 <#> is fast approaching. so, wish u a very happy new year happy sankranti happy republic day happy valentines day happy shivratri happy ugadi happy fools day happy may day happy independence day, happy friendship,mother,father,teachers,childrens day, & happy birthday 4 u. happy ganesh festival happy dasara happy diwali happy christmas <#> good mornings afternoons, evenings nights. rememberi am the first to wishing u all these...your's raj 0
+481 hi juan. im coming home on fri hey. of course i expect a welcome party and lots of presents. ill phone u when i get back. loads of love nicky x x x x x x x x x 0
+482 may i call you later pls 0
+483 exactly. anyways how far. is jide her to study or just visiting 0
+484 awww dat is sweet! we can think of something to do he he! have a nice time tonight ill probably txt u later cos im lonely :( xxx. 0
+485 i got to video tape pple type in message lor. u so free wan 2 help me? hee... cos i noe u wan 2 watch infernal affairs so ask u along. asking shuhui oso. 0
+486 ok thanx... take care then... 0
+487 sorry da. i gone mad so many pending works what to do. 0
+488 hellogorgeous, hows u? my fone was on charge lst nitw wen u texd me. hopeu ad a nice wkend as im sure u did lookin 4ward 2 c-in u 2mrw luv jaz 0
+489 sir send to group mail check it. 0
+490 sorry, i'll call later in meeting 0
+491 i wanted to wish you a happy new year and i wanted to talk to you about some legal advice to do with when gary and i split but in person. i'll make a trip to ptbo for that. i hope everything is good with you babe and i love ya :) 0
+492 gibbs unsold.mike hussey 0
+493 ok lor... 0
+494 u studying in sch or going home? anyway i'll b going 2 sch later. 0
+495 here got lots of hair dresser fr china. 0
+496 as i entered my cabin my pa said, '' happy b'day boss !!''. i felt special. she askd me 4 lunch. after lunch she invited me to her apartment. we went there. 0
+497 easy mate, * guess the quick drink was bit ambitious. 0
+498 how much she payed. suganya. 0
+499 i???ve got some salt, you can rub it in my open wounds if you like! 0
diff --git a/data/split_multiwoz_data.py b/data/split_multiwoz_data.py
new file mode 100644
index 0000000000000000000000000000000000000000..bb82b5f7b3d21819c63e266ef204fe9b58609540
--- /dev/null
+++ b/data/split_multiwoz_data.py
@@ -0,0 +1,65 @@
+# coding=utf-8
+#
+# Copyright 2020-2024 Heinrich Heine University Duesseldorf
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import argparse
+import json
+import os
+
+def main():
+ parser = argparse.ArgumentParser()
+ parser.add_argument("--data_dir", default=None, type=str, required=True, help="Task database.")
+ args = parser.parse_args()
+
+ with open(os.path.join(args.data_dir, "data.json")) as f:
+ data = json.load(f)
+
+ val_list_file = os.path.join(args.data_dir, "valListFile.json")
+ if not os.path.isfile(val_list_file):
+ val_list_file = os.path.join(args.data_dir, "valListFile.txt")
+ with open(val_list_file) as f:
+ val_set = f.read().splitlines()
+
+ test_list_file = os.path.join(args.data_dir, "testListFile.json")
+ if not os.path.isfile(test_list_file):
+ test_list_file = os.path.join(args.data_dir, "testListFile.txt")
+ with open(test_list_file) as f:
+ test_set = f.read().splitlines()
+
+ val = {}
+ train = {}
+ test = {}
+
+ for k, v in data.items():
+ if k in val_set:
+ val[k] = v
+ elif k in test_set:
+ test[k] = v
+ else:
+ train[k] = v
+
+ print(len(data), len(train), len(val), len(test))
+
+ with open(os.path.join(args.data_dir, "train_dials.json"), "w+") as f:
+ f.write(json.dumps(train, indent = 4))
+
+ with open(os.path.join(args.data_dir, "val_dials.json"), "w+") as f:
+ f.write(json.dumps(val, indent = 4))
+
+ with open(os.path.join(args.data_dir, "test_dials.json"), "w+") as f:
+ f.write(json.dumps(test, indent = 4))
+
+if __name__ == "__main__":
+ main()
diff --git a/data/youtube/test.tsv b/data/youtube/test.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..7d12da0fe05deed218d1a7e6db6cc4947fb97529
--- /dev/null
+++ b/data/youtube/test.tsv
@@ -0,0 +1,251 @@
+index sentence1 label
+0 Check out this video on YouTube: 1
+1 super music 0
+2 Subscribe my channel I RECORDING FIFA 15 GOALS WATCH NOW :D 1
+3 This song is so beauty 0
+4 SEE SOME MORE SONG OPEN GOOGLE AND TYPE Shakira GuruOfMovie 1
+5 I like shakira.. 0
+6 Hi. Check out and share our songs. 1
+7 I like this song 0
+8 Hello everyone :) I know most of you probably pass up these kind of comments, but for those who are still reading this, thanks! I don’t have any money for advertisements, no chance of getting heard, nothing. I live in such a small town... If this comes off as spam, sorry. I’m an instrumental songwriter from Columbus, Mississippi. Please go to my channel and check out my original music. It would be highly appreciated if you thumbs up this comment so my music can be heard! Thank you, Adam Whitney 1
+9 Subscribe to my Youtube Channel!! :) Suscribite a mi canal de Youtube -WhatUKnow 1
+10 subscribe to my feed 1
+11 Awesome 0
+12 i am from Brazil please subscribe my channel love you all 1
+13 Nice 0
+14 :) I'll subscribe to you. You look Nice :) 1
+15 Waka waka !!! 0
+16 plz i wilsubscribe me frndzzl subscribe u back 1
+17 please subscribe to my page. thanks. 1
+18 Shakira is the best dancer 0
+19 Hey dickwad - we're all africans. The colour of your skin just tells us something about how long ago your ancestors left Africa. Check out Baba Brinkman - he has a song called "I'm A African" Go learn something. 1
+20 This song is special, because is a song for Africa and I am an African 0
+21 O peoples of the earth, I have seen how you perform every form of evil at your leisure! You cease not from reveling in that which I hate! Behold, you murder the innocent day and night and plot evil against your neighbor! You stand up for the rights of those who commit abomination and clap your hands as wickedness is celebrated openly in the streets!... O MOST PERVERSE AND ABOMINABLE GENERATION, SHALL I NOT REPAY?! Hear the Word of The Lord - TrumpetCallOfGodOnline. co m 1
+22 Hey check out our new musicvideo ''Life's a celebration'' Peace ! 1
+23 Love song 0
+24 i love u shakira 0
+25 Oh my god go to 1 billion of replay i love shakira 0
+26 OMG LISTEN TO THIS ITS SOO GOOD!! :D 0
+27 I always have goose bumps at that part 0
+28 sexy shakira 0
+29 Shakira voice sound spanish but that is what make the music sound amazing ♥I LOVE IT 0
+30 subscribe my 1
+31 The britishs called that soccer but you know the true word is football and the US Foot is called rugby. That works like that in EUW ( Germany/ Netherland/ France/ Portugal/ Belgium/ Spain/ ... ) Just because the Britishs don't agree to be like us because they are UNIQUE. That's the reason why they also refused to have euro (€) as money 1
+32 Very nice 0
+33 Pleas subscribe my channel GamezZMTA 1
+34 Shakira is very beautiful 0
+35 Thank you. Please give your email. 1
+36 My uncle said he will stop smoking if this comment gets 500 likes! Please like this comment! Thanks. 1
+37 i remember this song! 0
+38 Hey, have you tried "DribblePROshot" yet? Just do a search on Google. On their website you will find a useful free video demonstrating the right way to enormously improve your soccer or football skills in no time... It transformed Fausto into a substantially better football/soccer player...to the amazement of his team mates. Hopefully it works for you too. 1
+39 I love this song because we sing it at Camp all the time!! 0
+40 Gusttavo Lima Você não me conhece <br />Check out 1
+41 Shakira I love you 0
+42 Hello everyone :) I know most of you probably pass up these kind of comments, but for those who are still reading this, thanks! I don’t have any money for advertisements, no chance of getting heard, nothing. I live in such a small town... If this comes off as spam, sorry. I’m an instrumental songwriter from Columbus, Mississippi. Please go to my channel and check out my original music. It would be highly appreciated if you thumbs up this comment so my music can be heard! Thank you, Adam Whitney 1
+43 Wats Good Go Check Out My Music On Da Channel Ik Yall Got me 1
+44 Please.. Check my channel out:) I subscribe back..;) 1
+45 Hello Guys...I Found a Way to Make Money Online You Can Get Paid To Mess Around On Facebook And Twitter! GET PAID UPTO $25 to $35 AN HOUR...Only at 4NetJobs.com Work from the Comfort of your Home... They are Currently Hiring People from all Over the World, For a Wide Range of Social Media Jobs on Sites such as Facebook,Twitter and YouTube You don't Need any Prior Skills or Experience and You can Begin Work Immediately! You Can Easily Make $4000 to $5000+ Monthly Income…Only at 4NetJobs.com 1
+46 Help shakira's waka waka be the first song by a female artist to reach 1 billion views.<br />(dark horse is ahead by roughly 100 million more views, and roar has only 50 million more views)<br /><a href="https://www.youtube.com/watch?v=pRpeEdMmmQ0">https://www.youtube.com/watch?v=pRpeEdMmmQ0</a> 1
+47 awesome 0
+48 :) 0
+49 still watching in 2015... 0
+50 wow 0
+51 <3 this song so much.SHAKIRA YOUR A REALLY GOOD ARTIST. 0
+52 She's so pretty 0
+53 **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE******CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE******CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE******CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE**** 1
+54 I love you 0
+55 Subscribe & Like /watch?v=5tu9gN1l310 1
+56 subscribe to me and I wil subscribe to you back 1
+57 Yea stil the best WK song ever<br />Thumbs up of you think the same<br /> 1
+58 wow 0
+59 subscribe now!!!!!! love the song!!!!!! love football!!! 1
+60 I want new song 0
+61 She is perfect! <3 0
+62 THIS IS SHIT AND SOOOOO AUTOTUNED 0
+63 Hello Guys...I Found a Way to Make Money Online You Can Get Paid To Mess Around On Facebook And Twitter! GET PAID UPTO $25 to $35 AN HOUR...Only at 4NetJobs.com Work from the Comfort of your Home... They are Currently Hiring People from all Over the World, For a Wide Range of Social Media Jobs on Sites such as Facebook,Twitter and YouTube You don't Need any Prior Skills or Experience and You can Begin Work Immediately! You Can Easily Make $4000 to $5000+ Monthly Income…Only at 4NetJobs.com 1
+64 My friend Sam loves this song😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊😊 0
+65 Why so many disliked??????!!!!!!😯 0
+66 This Song will never get old 0
+67 Can this channel get 500+ subscribers? You can make that happen :D 1
+68 I really can't comprehend Miley Cyrus , she actually is a high profile and she tapes herself banging Today a video was leeched with her sucking and fucking The video has been posted at the celebrity website under : miley-celeb-news.co.uk 1
+69 Subscribe and Win a CAP<br /> ☆☆☆☆☆ 1
+70 I heard this when I was only 6 years old and I still love it 0
+71 OMG LOVE THIS! 0
+72 shakira is best for worldcup 0
+73 I loved this song when I was in my teenage years! 0
+74 cool 0
+75 Wanna Laugh??? Please SUBSCRIBE to our channel!!! 1
+76 Northland Paranormal Society is now on YouTube! Check out our channel of real Paranormal evidence!! facebook/ Northland Paranormal Society!!! 1
+77 Hey Music Fans I really appreciate any of you who will take the time to read this, and check my music out! I'm just a 15 year old boy DREAMING of being a successful MUSICIAN in the music world. I do lots of covers, and piano covers. But I don't have money to advertise. A simple thumbs up to my comment, a comment on my videos or a SUBSCRIPTION would be a step forward! It will only be a few seconds of your life that you won't regret!!! Thank u to all the people who just give me a chance! :) 1
+78 Best World Cup Song 0
+79 I love you Shakiria!!!!!! 0
+80 wow 0
+81 ....I stil lisening this :) 0
+82 Ouf Ouf OUFFFFFFFFFFFFFFFFFF!!!!!!!! :) 0
+83 Your the best♣♥ 0
+84 good!! 0
+85 Check out my bass cover of hips don't lie by shakira! 1
+86 ILOVETHISSONG 0
+87 i totally love this song. absolutely fantastic! i love ya shakira! 0
+88 Hello everyone :) I know most of you probably pass up these kind of comments, but for those who are still reading this, thanks! I don’t have any money for advertisements, no chance of getting heard, nothing... If this comes off as spam, sorry. I am a video animator, just trying to make it up into the video animation industry. Please give me the chance to prove myself to you. Please visit my channel, subscribe if you like and thumb this comment up, so everyone can see! Thank You! 1
+89 Shakira :-* 0
+90 Check out this playlist on YouTube:Central 1
+91 Hey guys and girls check out Comedy Recipe for hilarious you tube videos, pranks, and crank calls! 1
+92 I subscribed it<br /> 1
+93 I love shakira<br />❤❤❤❤ 0
+94 this song sucks 0
+95 I love it 0
+96 Like 0
+97 her voice is so wow! 0
+98 If you could take time & spare a min to read this, then thank you. <br /><br />Im a rapper, if we're gonna be honest theres thousands maybe even millions<br /><br />of those in the world but not too many with ambition, dedication & passion.<br /><br />I don't have money for huge YouTube advertisements or incredible music videos<br /><br />so all im left with is comments to expose my music.<br /><br />If you could take a moment and give me a chance ill make you a believer<br /><br />I would love? nothing more than a loyal following on YouTube. For anyone who <br /><br />Reads this could you press the "THUMBS UP" others will see it.<br /><br />Doing so will help me push closer to my dream :) Thank You 1
+99 wery good 0
+100 please visit our web: wellcomemd.blogfa.com 1
+101 God she is so hot 0
+102 Could Spanish people understand this?<br /><br />Any way's I how you doing subscribe to me I brake things<br /><br />-_- 1
+103 Waka waka she rules 0
+104 You best singer 0
+105 Check out this video on YouTube:<br />"This Time for Africa". One for Trayvon! And Our MOTHERland<br />Thank-you Shakira 1
+106 Subscribe me please. i'll promise i'll sub back 1
+107 cool song check out my animal trafficking petition.<br /><a href="http://www.thepetitionsite.com/387/433/550/stop-animal-trafficking/?cid=headerClick">http://www.thepetitionsite.com/387/433/550/stop-animal-trafficking/?cid=headerClick</a> 1
+108 Like 0
+109 Support the fight for your 4th amendment right to privacy in your home. Stop the NSA spying on Americans with the un Patriot Act Renewal. Rand Paul has spent 10.5 hours on the Senate floor in a Protest and Filibuster fighting for our Constitution that this Nation is founded on. Join the fight at Rand Paul dot com. Spread The Word. We Have Someone That Cares About Our Nation. Email your Senators, Congress men and women, tell them to support Rand. Tell the news to support Rand too Senator Rand Paul was up until <a href="http://www.youtube.com/watch?v=pRpeEdMmmQ0&t=1m00s">1:00</a> am this passed Saturday morning fighting for our Constitution buy postponing the vote until this week. Our Constitution Matters join Rand in the fight to protect <a href="http://it.ht">it.ht</a> to privacy in your home and business.. Senator Rand Paul was up until <a href="http://www.youtube.com/watch?v=pRpeEdMmmQ0&t=1m00s">1:00</a> am this passed Saturday morning fighting for our Constitution buy postponing the vote until this week. Our Constitution Matters To All Of US, Help Rand Protect It by joining the fright for it. 1
+110 Waka waka 0
+111 this song is racist 0
+112 WOw 0
+113 the best! 0
+114 Shakira 0
+115 Waka waka 0
+116 Shakira - Waka Waka <br />LOVE THIS SONG!!!!!!!!!!!!!!! 0
+117 Hello everyone my name's Anderson and i'm a singer. not expecting to buy subscribers with words BUT to gain them with my voice. I might not be the best but my voice is different (in a good way) and i'll work harder than anyone out there to get better, 'cuz "yeah" i have a dream a HUGE one, (who doesn't?) so please take 3 minutes of your time to check out my covers. Give me a chance you won't regret it If you feel like subscribing that'd be awesome and it'd mean the world to me THANK YOU SO MUCH 1
+118 I don't think this song will ever get old 0
+119 Youtube comments be like<br />This is so 5 years ago. 0
+120 Hey, I am doing the Forty Hour famine so I'll be giving up on food and social working for 40 hours. I'm doing this to raise money for African people who can't experience the luxuries that we can. So can you donate to give them a chance? Any amount would do :) Click on the link and donate h t t p : / / 4 0 h f . c o m . a u / A n t h o n y L a m Thanks :) 1
+121 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! The plausible summer submits the behavior. When does the grass check the peaceful seat? The country strategizes the edge. 1
+122 im still watching in 2015 0
+123 Shakira :-* 0
+124 waka waka 0
+125 Waka best one 0
+126 I love this!!!!! This is one of my fave songs now and I just subscribed :) :) :) 1
+127 The best world cup song ever!!!! 0
+128 it pisses me off a bit that blank space has more views (868 mio) than this. meh 0
+129 well done shakira 0
+130 SHAKIRA SONG WAKA WAKA 0
+131 PLEASSSSSSSSSSSSSSSS SUBSCRIBEEEEEEEEEE MY CHANNNNNNELLL PLZZ 1
+132 nice song 0
+133 Definitley the song for 2010 when im not listening to gypsy SHAKIRA ROCKS<br /><span class="proflinkWrapper"><span class="proflinkPrefix">+</span><a class="proflink" href="https://plus.google.com/101721377578919894134" oid="101721377578919894134">shakiraVEVO</a></span> 1
+134 Whose who are watching this in 2015. LIKE! 0
+135 I absolutely adore watching football plus I’ve started earning income with out risk from claiming bonus deals. It’s a weird technique where you put money on something with one bookmakers and put money against it on Betfair. You acquire the bonus as income . A lad named Jim Vanstone is selecting the wagers free on his website Vanstone Secrets (Google it!). I have generated about 600 quid so far. And it’s free. I assume the bookmakers pay him to get new men and women, but it succeeds. 1
+136 You guys should check out this EXTRAORDINARY website called FIREPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at FIREPA.COM ! Visit FIREPA.COM and check it out! Lake . Duzafizz . Singlewave . Spourmo . Burder . Colorful . Claster . Incandescent . Ambitious . Winooze . Absorbing . Macabre . Crestboot . Boxium . Womanly . Tan . Ybuwyn . Forgetful . Pepelexa . Zealous 1
+137 Subscribe me, I will? subscribe you back!!! 1
+138 beautiful 0
+139 adf.ly / KlD3Y 1
+140 Hey youtubers... I really appreciate all of you who took the time, to read this, I am just a 19 year old boy who wants to be a successful musician in the music world. I dont have any money to advertise my channel, If you could just visit my channel, comment on my video or subscribe, that would be great.... It will only be few seconds of your life..... Thank u to all the people who just gave me a chance l really appreciate it 1
+141 Shakira :-* 0
+142 Please check out and send to others Freedom and Justice are on the line! Please Google: Steven L. Reed Case Lands in Supreme Court---thanks! 1
+143 I love Shakira !!!!!! ❤🎵🎶🎼🎸 0
+144 Hello everyone, It Is not my intention to spam and am truly sorry If anyone Is annoyed by this but just please hear me out. I am a rapper, singer, music producer and a song writer and have been making music for a while now, eight years to be exact. I enjoy making all types of music that anyone can listen to, doesn't have me talking about killing anyone and most importantly, focuses on the quality of the music. Please check out my page, It's only a click away. Thank you and have a nice day :) 1
+145 Wow...5 years<br /> 0
+146 she is beautiful but it is not American! 0
+147 Good song:-) 0
+148 Check out this video on YouTube: 1
+149 She is perfect 0
+150 so beutiful 0
+151 Very pleasant to hear, haha, good. 0
+152 Watching in 2015 0
+153 Hello everyone :) I know most of you probably pass up these kind of comments, but for those who are still reading this, thanks! I don’t have any money for advertisements, no chance of getting heard, nothing... If this comes off as spam, sorry. I am a video animator, just trying to make it up into the video animation industry. Please give me the chance to prove myself to you. Please visit my channel, subscribe if you like and thumb this comment up, so everyone can see! Thank You! 1
+154 Shakira is my favourite singer. Wooooo 0
+155 Top three Shakira songs (my choice) <br /><br />1- Waka Waka (it's time for Africa)<br /><br />2- Can't remember to forget you <br /><br />3- Empire<br /><br />Like this comment if u like Shakira 1
+156 I remember that torunament like it was today. 0
+157 Stop Wasting Up Your Time and Get Paid To Mess Around On Facebook And Twitter! GET PAID UPTO $25 to $35 AN HOUR... Only at 4NetJobs.com Work from the Comfort of your Home... We are Currently Hiring People from all Over the World, For a Wide Range of Social Media Jobs on Sites such as Facebook,Twitter and YouTube. You don't Need any Prior Skills or Experience and You can Begin Work Immediately! You Can Easily Make $4000 to $5000+ Monthly Income…Only at 4NetJobs.com 1
+158 BEAUTIFUL 0
+159 WAYS TO MAKE MONEY 50k Per Month Search google Now >> 9nl.me/make-money-without-investment-1 1
+160 do you want to make some easy money? check out my page tvcmcadavid.weebly . com dont miss out on this opportunity give thumbs up i would apprecitate it. 1
+161 nice song 0
+162 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! The meat discusss the successful memory. How does the peaceful unit arbitrate the guide? The addition designs the worried loss. 1
+163 She's such an awesome entertainer. And pretty too! <3 Shakira! 0
+164 Lip synch is terrible 0
+165 How To Make A Lot Of Money Fast 1
+166 Love this song! My soccer team made a cd for our couch with this song on it! 0
+167 check out my new video 1
+168 5 years later i still love this song <br />~Axy665 0
+169 Hi. Check out and share our songs. 1
+170 Hey, hit this shit up while yall can, they killed the versace remix. Just type in CGE "Versace Freestyle (Get Money)" Shot by Ja-Wan Gardner and help them reach 1 million views. 1
+171 I like 0
+172 Hey Music Fans I really appreciate all of you who take time to read this, and check my music out! I'm just a 15 year old boy DREAMING of being a successful MUSICIAN in the music world. I do lots of covers, and piano covers. But I dont have money to advertise. A simple thumbs up to my comment, a comment on my videos or a SUBSCRIPTION would be a step forward! It will only be a few seconds of your life that u won't regret!!! Thank u to all the people who just give me a chance it means a lot! :) 1
+173 I liked<br /> 0
+174 New way to make money easily and spending 20 minutes daily --> <a href="https://www.paidverts.com/ref/Marius1533">https://www.paidverts.com/ref/Marius1533</a> 1
+175 Your a fucking bitch 0
+176 please visit my channel 1
+177 hahahahah ♥♥♥♥ :D like vines ? Subscribe to me for daily vines 1
+178 Like 0
+179 I swear Shakira keeps getting more and more gorgeous! She definitely looks more gorgeous with her hair this way than super curly. 0
+180 Check out this video on YouTube: 1
+181 Hi -this is Johnny: 1. If You already know my music - thumb this up, because You found it this way, too. 2. If You want to hear original songs completely made by 1 person, continue reading: I sing, write original music+lyrics & play guitar, bass, drums & keyboards. I'm a 1-man-band. My music is completely independent & 100% listener-supported. If You want to hear it & if You're willing to help record new album - click on my name/picture. Thank You & enjoy the music - wish You awesome day! 1
+182 Please visit this Website: oldchat.tk 1
+183 waka waka:-):-):-) 0
+184 Believe that Jesus Christ is your savior for all your sins. If you truly believe in Jesus Christ to be your savior for all your sins then you will go to Heaven. If you believe in Jesus Christ then you are saved and you are in salvation and you have gained God’s righteousness. It matters not how much you have sinned in the past, in the present and especially in the future. Believe that Jesus Christ is your savior and you will go to Heaven forever and that is the whole truth. Spread the truth. 1
+185 Waka Waka!:D Check out my new HALLOWEEN VIDEO!:) 1
+186 Subscribe me, I will? subscribe you back!!! 1
+187 "HELP THE HUMANITY WITH YOUR SIGN IN TO THIS LINK WITH YOUR WHOLEHEARTED SUPPORT IF YOU SAY "NO" TO DISCRIMINATION. “UNITED WE STAND “ WE WILL BRING THE CHANGE TOGETHER. IMPOSSIBLE ITSELF SAYS I M POSSIBLE" YOU ARE THE WINNERS OF MY SUCCESS!CHEERS TO ALL MY LOVING BROTHERS AND SISTERS ! PLEASE SHARE THIS LINK ON FACEBOOK TO SUPPORT AGAINST DISCRIMINATION. tinyurl(dot)com(slash)mxh2y77 FEAR NONE BUT GOD !!! 1
+188 Hey Music Fans I really appreciate any of you who will take the time to read this, and check my music out! I'm just a 15 year old boy DREAMING of being a successful MUSICIAN in the music world. I do lots of covers, and piano covers. But I don't have money to advertise. A simple thumbs up to my comment, a comment on my videos or a SUBSCRIPTION would be a step forward! It will only be a few seconds of your life that you won't regret!!! Thank u to all the people who just give me a chance! :) 1
+189 Nice to meet You - this is Johnny: 1. If You already know my music - thumb this up, because You found it this way, too. 2. If You want to hear original songs completely made by 1 person, continue reading: I sing, write original music+lyrics & play guitar, bass, drums & keyboards. I'm a 1-man-band. My music is completely independent & 100% listener-supported. If You want to hear it & if You're willing to help record new album - click on my name/picture. Enjoy the music - wish You awesome day! 1
+190 Good times ... 0
+191 Shakira you are so beautiful. You are lovely, lively.. We love you. 0
+192 It was cool the best song ever 0
+193 i like and love so much people all friends..... I love Shakira ^^ 0
+194 Nice vídeo shakira good 0
+195 ******* Facebook is LAME and so 2004! Check out ------------ swagFriends com Make thousands of cool new friends everyday! Join this new movement! 1
+196 best song eva 0
+197 love Shakira! 0
+198 Hey youtubers... I really appreciate all of you who took the time, to read this, I am just a 19 year old boy who wants to be a successful musician in the music world. I dont have any money to advertise my channel, If you could just visit my channel, comment on my video or subscribe, that would be great.... It will only be few seconds of your life..... Thank u to all the people who just gave me a chance l really appreciate it 1
+199 How could 108k people dislike this song or video 0
+200 Hi.. Everyone.. If anyone after real online work. I can help u. Earn lots of money. It's fun. It's real and affiliated company.. U not think u r working. It's easy and enjoyable. For more info contact me .. Neeru105@ gmail.com 1
+201 I love you 0
+202 Love itt and ppl check out my channel!!! 1
+203 beautiful 0
+204 Part 2. Holy Mary, pray for us Holy Mother of God, pray for us Holy Virgin of virgins, pray for us Mother of Christ, pray for us Mother of divine grace, pray for us Mother most pure, pray for us Mother most chaste, pray for us Mother inviolate, pray for us Mother undefiled, pray for us Mother most amiable, pray for us Mother most admirable, pray for us Mother of good counsel, pray for us Mother of our Creator, pray for us Mother of our Redeemer, pray for us 1
+205 Why there are so many dislikes. This song is so... awesome. It sounds like we MUST STOP BE RACISTS!!! If I could, I would like it 1,000,000,000 times!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 0
+206 Shakira :-* 0
+207 CHECK OUT THE DUBSTEP VERSION 1
+208 love!!!! 0
+209 Please visit this Website: oldchat.tk 1
+210 Hi there, have you heard about DribbleProShot? Just do a search on Google. On their web site you can watch a smart free video featuring the best way to significantly boost your football aka soccer skills in no time... It turned Nick into a much better football or soccer player...His team mates were definitily amazed! I hope it will help you also... 1
+211 SO THEN HOW ARE YOU GOING TO CALL YOURSELF A INSTRUMENTAL SONGWRITER IF THERES NO SINGING THERES NO SONG TO WRITE!?!?! LOL. YOU GOT ALOT TO LEARN KID BUT HEY DON'T FORGET TO SUBSCRIBE! 1
+212 best song in world 0
+213 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! Why does the statement conciliate the acidic stretch? The earth recognizes the money. When does the numberless number transport the trade? 1
+214 i can to make money 1
+215 Nice song ^_^ 0
+216 I really ask nicely to view my vids:) I subscribe back.. 1
+217 adf.ly /KlD3Y 1
+218 like me 0
+219 this song always gives me chills! :) 0
+220 I love this song 0
+221 and how many subscribers compared to her over a million 1
+222 Love you shkira 0
+223 Love it!!!!!!!!!!!!!!!!💜 0
+224 I want to see Shakira, not football :) 0
+225 HI! CHECK OUT OUR AWESOME COVERS! AND SAY WHAT YOU THINK! 1
+226 Lamest World Cup song ever! This time FOR Africa? You mean IN Africa. It wasn't a Live Aid event or something. She made it seem like a charity case for them instead of a proud moment. Where was Ricky Martin when you needed him! SMH 0
+227 Haha , Miley Cyrus has done it once again Today someone leeched a porno video with her on a celeb site I believe the website link is : miley-celeb-news.co.uk in case you want to view it.... 1
+228 I love song 0
+229 see this<br /><a href="http://adf.ly">http://adf.ly</a> /1HmVtX 1
+230 Could you please check out my covers on my channel? I do covers like Adele, Kodaline, Imagine Dragons...and more. Please if you could spare a few minutes, could you have a listen to one or two of my covers , Feel free to comment and subscribe :) Thank you! 1
+231 so beutiful 0
+232 Hey Music Fans I really appreciate any of you who will take the time to read this, and check my music out! I'm just a 15 year old boy DREAMING of being a successful MUSICIAN in the music world. I do lots of covers, and piano covers. But I don't have money to advertise. A simple thumbs up to my comment, a comment on my videos or a SUBSCRIPTION would be a step forward! It will only be a few seconds of your life that you won't regret!!! Thank u to all the people who just give me a chance! :) 1
+233 I hope everyone is in good spirits I'm a hard working student who's also a passionate singer I look foward to the day when I can make my own music to share But for now I've just been doing covers. Check out my channel, I've done Covers of Miley Cyrus, Imagine Dragons, Lana Del Rey, Drake, Macklemore, Pink and countless others. Subscribe only if you want to. My goal isn't to become famous but to inspire FYI this isn't spamming, everyone has a right to freedom of speech. Thanks 1
+234 How did you know that people makes another account just for subscribing itself and liking??? :) 1
+235 ******* Facebook is LAME and so 2004! Check out ------------ swagFriends com Make thousands of cool new friends everyday! Join this new movement! 1
+236 PLEASE CHECK OUT THIS VIDEO CALLED "WE LOVE MIND MASTER IT", THANK U :) 1
+237 Check out this playlist on YouTube: 1
+238 I love this song so much <3<br />Keep em' coming! 0
+239 Love this song so much! One of my faves! Xxx 0
+240 Check out this playlist on YouTube: 1
+241 fave song 0
+242 CHECK OUT partyman318 FR GOOD TUNEZ!! :D 1
+243 I really love watching football and also I’ve started off making income with out financial risk from acquiring bonus deals. It’s this weird technique where you wager on something with one bookmakers and bet against it on Betfair. You secure the bonus as income . A chap named Jim Vanstone is finding the wagers free on his own website Vanstone Secrets (Google it!). I’ve made about 500 quid thus far. And it is cost-free. I guess the bookies pay him to obtain new consumers, yet this actually works. 1
+244 Subscribe to my channel :) <3 1
+245 Pleas subscribe my channel 1
+246 The best FIFA world cup song for sure. 0
+247 hey you ! check out the channel of Alvar Lake !! 1
+248 Hello Guys...I Found a Way to Make Money Online You Can Get Paid To Mess Around On Facebook And Twitter! GET PAID UPTO $25 to $35 AN HOUR...Only at 4NetJobs.com Work from the Comfort of your Home... They are Currently Hiring People from all Over the World, For a Wide Range of Social Media Jobs on Sites such as Facebook,Twitter and YouTube You don't Need any Prior Skills or Experience and You can Begin Work Immediately! You Can Easily Make $4000 to $5000+ Monthly Income…Only at 4NetJobs.com 1
+249 Beautiful song beautiful girl it works 0
diff --git a/data/youtube/tfidf_feats/test_feats.pickle.gz b/data/youtube/tfidf_feats/test_feats.pickle.gz
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--- /dev/null
+++ b/data/youtube/train.tsv
@@ -0,0 +1,1587 @@
+index sentence1 label
+0 pls http://www10.vakinha.com.br/VaquinhaE.aspx?e=313327 help me get vip gun cross fire al 1
+1 if your like drones, plz subscribe to Kamal Tayara. He takes videos with his drone that are absolutely beautiful. 1
+2 go here to check the views :3 0
+3 Came here to check the views, goodbye. 0
+4 i am 2,126,492,636 viewer :D 0
+5 https://www.facebook.com/teeLaLaLa 1
+6 imagine if this guy put adsense on with all these views... u could pay ur morgage 0
+7 Follow me on Twitter @mscalifornia95 1
+8 Can we reach 3 billion views by December 2014? 0
+9 Follow 4 Follow @ VaahidMustafic Like 4 Like 1
+10 On 0:02 u can see the camera man on his glasses.... 0
+11 2 billion views wow not even baby by justin beibs has that much he doesn't deserve a capitalized name 0
+12 Hey guys please check out my new Google+ page it has many funny pictures, FunnyTortsPics https://plus.google.com/112720997191206369631/post 1
+13 Once you have started reading do not stop. If you do not subscribe to me within one day you and you're entire family will die so if you want to stay alive subscribe right now. 1
+14 Plizz withing my channel 1
+15 It's so hard, sad :( iThat little child Actor HWANG MINOO dancing very active child is suffering from brain tumor, only 6 month left for him .Hard to believe .. Keep praying everyone for our future superstar. #StrongLittlePsY #Fighting SHARE EVERYONE PRAYING FOR HIM http://ygunited.com/2014/11/08/little-psy-from-the-has-brain-tumor-6-months-left-to-live/ 1
+16 i think about 100 millions of the views come from people who only wanted to check the views 0
+17 What free gift cards? Go here http://www.swagbucks.com/p/register?rb=13017194 1
+18 https://www.facebook.com/SchoolGeniusNITS/photos/ms.c.eJw9kVkOxDAMQm808h5z~;4sNjqP~_tHqBEuM69AQUp1Ih~_fPHgk5zLLsVdQv0ZUf0MB~;LnUJ~;ufTH4YoKfRxYts2zvrrp6qGtw67y~;L551h~;f7~_vlcZzRG8vGCTlPSD9ONGeWhj8~_GIbu~;S3lzMvY~;IQ2~;TwSfzz9WHn7JUSvHufpglQRZczl05fNPhaGeVb3x8yDmC6X~_~;jTcjnMho~;vfXWCjZyvWObihrnGx2ocjnG2PG1EvHXzyjD~_o3h~_RY6f57sPrnD2xV~;~_BzszZ~;8~-.bps.a.390875584405933/391725794320912/?type=1&theater 1
+19 What my gangnam style 0
+20 Loool nice song funny how no one understands (me) and we love it 0
+21 and u should.d check my channel and tell me what I should do next! 1
+22 If I get 100 subscribers, I will summon Freddy Mercury's ghost to whipe from the face of earth One Direction and Miley Cirus. 1
+23 Does anyone here use gift cards like Amazon, itunes, psn, google play, itunes, or any other gift cards? Then you'll be happy to know you can get free gift card codes for free from an amazing site. Here is a $50 itunes gift card code XXBB5TCZHM39HVZD 1
+24 Please friend read my book and repass: http://www.4shared.com/web/preview/pdf/CjFofTxeba? 1
+25 We pray for you Little Psy ♡ 0
+26 Will this song ever reach 7 Billion Views? 0
+27 hey again if you guys wouldnt mind chacking out my rap give it like and il giver 3 of your vids a like 1
+28 get GWAR to play 2015 superbowl http://www.change.org/petitions/the-national-football-league-allow-gwar-to-perform-the-2015-super-bowl-halftime-show#share 1
+29 Fantastic! 0
+30 Have you tried a new social network TSU? This new social network has a special thing.You can share the posts as well as on fb and twitter and even to'll get paid You can registr here: https://www.tsu.co/WORLDWIDE_LIFE 1
+31 Hi there~I'm group leader of Angel, a rookie Korean pop group. We have four members, Chanicka, Julie, Stephanie, and myself, Leah. Please feel free to check out our channel and leave some feedback on our cover videos (: criticism is welcome as we know we're not top notch singers so please come leave some constructive feedback on our videos; we appreciate any chance to improve before auditioning for a Korean management company. We plan on auditioning for JYP, BigHit, Jellyfish, YG or SM. Thank you for taking time out of your day to read this ! 1
+32 What Can i say....This Song He Just Change The World Completely... So good job PSY... (and your girls are awesome :))) ) 0
+33 SUBSCRIBE TO ME AND I'LL SUBSCRIBE TO YOU! (Must like - cZFcxsn0jnQ) 1
+34 http://flipagram.com/f/LUkA1QMrhF 1
+35 Subscribe ME! 1
+36 NEW GOAL! 3,000,000! Let's go for it! 0
+37 if i reach 100 subscribers i will go round in public pouring a bucket of ice water over people and then running away acting like it wasn't me! like so people can see!! 1
+38 just came to check the view count 0
+39 CHECK MY CHANNEL OUT PLEASE. I DO SINGING COVERS 1
+40 just came here to check the views :P 0
+41 Check out my dubstep song "Fireball", made with Fruity Loops. I really took time in it. /watch?v=telOA6RIO8o 1
+42 http://www.gofundme.com/gvr7xg 1
+43 If i reach 100 subscribers i will tazz my self and my friend 1
+44 subscribe to me for call of duty vids and give aways Goal-100 subs 1
+45 Please do buy these new Christmas shirts! You can buy at any time before December 4th and they are sold worldwide! Don't miss out: http://teespring.com/treechristmas 1
+46 Check out pivot animations in my channel 1
+47 Hey guys! Im a 12 yr old music producer. I make chiptunes and 8bit music. It would be wonderful if you checked out some of my 8bit remixes! I even have a gangnamstyle 8bit remix if you would like to check that out ;) Thanks!! 1
+48 Check my channel please! And listen to the best music ever :P 1
+49 Subscribe to my channel 1
+50 LoL 0
+51 Subscribe to me and I'll subscribe back!!! 1
+52 Why does a song like this have more views than Michael Jackson SMH 0
+53 If you pause at 1:39 at the last millisecond you can see that that chick is about to laugh. Takes a few tries. 0
+54 if you like roblox minecraft world of warcraft gta5 mario suscribe to my channel 1
+55 GANGMAN STY- *D-D-D-D-D-D--DROP THE BASS!!* 0
+56 WORLD RECORD YOUTUBE VIDEO VIEWS !!!!!! XD 0
+57 I hav absolutely no idea what he's saying. Is it even a language? 0
+58 please like : http://www.bubblews.com/news/9277547-peace-and-brotherhood 1
+59 http://hackfbaccountlive.com/?ref=5242575 1
+60 https://www.facebook.com/tofikmiedzynB/photos/a.1496273723978022.1073741828.1496241863981208/1498561870415874/?type=1&theater 1
+61 Subscribe to me plz plz plz plz plz plZ 1
+62 People, here is a new network like FB...you register also free, the difference is only that you get paid for sharing, commenting and liking posts and so one...don't waste your time on fb for sharing and not being paid!! Register here to make also money with your everyday posts!! https://www.tsu.co/slema13 Wellcome to everyone! ;) 1
+63 WAT DA FUCK THIS THE MOST VIEWED VIDEO IN YOUTUBE! 0
+64 Discover a beautiful song of A young Moroccan http://www.linkbucks.com/AcN2g 1
+65 How can this music video get 2 billion views while im the only one watching here on earth?????? lol 0
+66 subscribe to me :) 1
+67 Sub my channel! 1
+68 https://twitter.com/GBphotographyGB 1
+69 Why does this video have so many views? Because asian things are awesome and non-asian countries are jelly so they try to learn from asia by looking at this video d: 0
+70 Pls follow this channel!! http://www.twitch.tv/sevadus 1
+71 everyone please come check our newest song in memories of Martin Luther King Jr. 1
+72 PSY is a good guy 0
+73 https://www.facebook.com/eeccon/posts/733949243353321?comment_id=734237113324534&offset=0&total_comments=74 please like frigea marius gabriel comment :D 1
+74 PLEASE SUBSCRIBE ME!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 1
+75 subscribe to itz recaps and above diddle 1
+76 https://www.facebook.com/nicushorbboy add mee <3 <3 1
+77 http://www.ermail.pl/dolacz/V3VeYGIN CLICK http://www.ermail.pl/dolacz/V3VeYGIN http://www.ermail.pl/dolacz/V3VeYGIN http://www.ermail.pl/dolacz/V3VeYGIN http://www.ermail.pl/dolacz/V3VeYGIN http://www.ermail.pl/dolacz/V3VeYGIN http://www.ermail.pl/dolacz/V3VeYGIN 1
+78 MANY MEMORIES........... 0
+79 There is one video on my channel about my brother... 1
+80 Hey, check out my new website!! This site is about kids stuff. kidsmediausa . com 1
+81 Please give us a chance and check out the new music video on our channel! You won't be disappointed. 1
+82 CHECK MY CHANNEL FOR MY NEW SONG 'STATIC'!! YOU'LL LOVE IT!! 1
+83 We are an EDM apparel company dedicated to bringing you music inspired designs. Our clothing is perfect for any rave or music festival. We have NEON crop tops, tank tops, t-shirts, v-necks and accessories! follow us on Facebook or on instagraml for free giveaways news and more!! visit our site at OnCueApparel 1
+84 Subscribe to me for free Android games, apps.. 1
+85 ----->>>> https://www.facebook.com/video.php?v=10200253113705769&set=vb.201470069872822&type=3&permPage=1 <-------- 1
+86 Sub to my channel visuelgamingzNL I sub back 1
+87 I hate this song! 0
+88 Please help me go to college guys! Thanks from the bottom of my heart. https://www.indiegogo.com/projects/i-want-to-go-to-college--19/x/9082175 1
+89 plz check out fablife / welcome to fablife for diys and challenges so plz subscribe thx! 1
+90 Add me here...https://www.facebook.com/TLouXmusic 1
+91 https://www.surveymonkey.com/s/CVHMKLT 1
+92 Huh, anyway check out this you[tube] channel: kobyoshi02 1
+93 http://www.guardalo.org/best-of-funny-cats-gatti-pazzi-e-divertenti-2013-5287/100000415527985/ 1
+94 subscribe my chanel 1
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+97 Free my apps get 1m crdits ! Just click on the link and download a app and done!! · Link: https://m.freemyapps.com/share/url/5af506e1 1
+98 I remember when everyone was obsessed with Gangnam Style 😗 0
+99 This video will get to 2 billion just because of people checking if it has hit 2 billion yet. 0
+100 how is this shit still relevant 0
+101 Hey everyone!! I have just started my first YT channel i would be grateful if some of you peoples could check out my first clip in BF4! and give me some advice on how my video was and how i could improve it. ALSO be sure to go check out the about to see what Im all about. Thanks for your time :) . and to haters... You Hate, I WIN 1
+102 The Funny Thing Is That this song was made in 2009 but it took 2 years to get to america. 0
+103 Why dafuq is a Korean song so big in the USA. Does that mean we support Koreans? Last time I checked they wanted to bomb us. 0
+104 People Who Say That "This Song Is Too Old Now, There's No Point Of Listening To It" Suck. Just Stfu And Enjoy The Music. So, Your Mom Is Old Too But You Still Listen To Her Right?.... 0
+105 Follow me on twitter & IG : __killuminati94 1
+106 how does this video have 2,127,322,484 views if there are only 7 million people on earth? 0
+107 Just coming to check if people are still viewing this video. And apparently, they still do. 0
+108 I wanted to know the name of the guy that dances at 00:58, anybody knows ? 0
+109 hi guys please my android photo editor download. thanks https://play.google.com/store/apps/details?id=com.butalabs.photo.editor 1
+110 Can anyone sub to my channel? :D 1
+111 Hahah, juyk! I allways laugh at the part 1:57.. LOL! 0
+112 Don't mind me, I'm just checking what the views are up to : ) 0
+113 subscribe to my channel people :D 1
+114 watch?v=vtaRGgvGtWQ Check this out . 1
+115 https://www.indiegogo.com/projects/cleaning-the-pan--2 please halp me with my project 1
+116 The girl in the train who was dancing, her outfit was so fucking sexy, but the huge turn-off was she lacked eyebrows D: 0
+117 sub me if you dont like the song 1
+118 This video is so cool, again and again! 0
+119 This has had over 2 billion views. Holy shit. 0
+120 Great music anyway 0
+121 DISLIKE.. Now one knows REAL music - ex. Enimen 0
+122 ▬▬▬▬▬▬▬▬▬▬ஜ۩۞۩ஜ▬▬▬▬▬▬▬▬ ＤＡＭＮ ＴＨＩＳ ＣＯＭＭＥＮＴ ＩＳ ＦＡＮＣY ▬▬▬▬▬▬▬▬▬▬ஜ۩۞۩ஜ▬▬▬▬▬▬▬▬ 0
+123 Hello! Do you like gaming, art videos, scientific experiments, tutorials, lyrics videos, and much, much more of that? If you do please check out our channel and subscribe to it, we've just started, but soon we hope we will be able to cover all of our expectations... You can also check out what we've got so far! 1
+124 CHECK OUT MY CHANNEL 1
+125 COME AND CHECK OUT MY NEW YOUTUBE CHHANEL, GOING TO BE POSTING DAILY! 1
+126 https://www.change.org/p/facebook-twitter-youtube-do-not-censor-julien-blanc 1
+127 http://woobox.com/33gxrf/brt0u5 FREE CS GO!!!! 1
+128 5 milions comentars and 2 bilion views 0
+129 http://www.twitch.tv/tareko100 Follow him on twitch and enter the keyword !5800 and you'll have a chance of winning a really nice and expensive gun for csgo that you can sell on the steam market 1
+130 look at my channel i make minecraft pe lets play 1
+131 Come and watch my video it is called the odowd crowd zombie movie part 1 1
+132 need money?Enjoy https://www.tsu.co/emerson_zanol 1
+133 The first comment is chuck norrus ovbiously :D 0
+134 I'm watching this in 2014 0
+135 so crazy, over 2 billion views, not US, not Uk, its Korea republic, its asia 0
+136 Admit it you just came here to check the number of viewers 0
+137 How can this have 2 billion views when there's only me on the planet? LOL 0
+138 What is he saying?!?!?!?!?!?!?!?$? 0
+139 if you like raw talent, raw lyrics, straight real hip hop Everyone check my newest sound Dizzy X - Got the Juice (Prod by. Drugs the Model Citizen) COMMENT TELL ME WHAT YOU THINK DONT BE LAZY!!!! - 1/7 Prophetz 1
+140 Still the best. :D 0
+141 Ching Ching ling long ding ring yaaaaaa Ganga sty FUCK YOU. 0
+142 Haha its so funny to see the salt of westerners that top views of youtube goes to video they dont even understand, keep the salt up! 0
+143 Remove This video its wank 0
+144 We get it, you came here for the views... 0
+145 Oppa! Yeah! Best Song! 0
+146 i turned it on mute as soon is i came on i just wanted to check the views... 0
+147 this comment is wrong 0
+148 #2012bitches 0
+149 1 million dislikes!EPIC FAIL(ready for you fanboys) 0
+150 If I get 300 subscribers by tomorrow I'll do a epic Hunger Games Video! 1
+151 Dear person reading this, You are beautiful and loving Have a great day 0
+152 Dance dance,,,,,Psy http://www.reverbnation.com/msmarilynmiles 1
+153 Song name?? 0
+154 WHY DOES THIS HAVE 2 BILLION VIEWS THIS SONG IS SO ANNOYING 0
+155 I think this is now a place to promote channels in the comment section lol. 0
+156 Like if you came here too see how many views this song has. 0
+157 Follow me on Instagram. _chris_cz 1
+158 Please subscribe to me 1
+159 thumbs up if u checked this video to see hw views it got 0
+160 SUB 4 SUB PLEASE LIKE THIS COMMENT I WANT A SUCCESFULL YOUTUBE SO PPLEASE LIKE THIS COMMENT AND SUBSCRIBE IT ONLY TAKES 10 SECONDS PLEASE IF YOU SUBSCRIBE ILL SUBSCRIBE BACK THANKS 1
+161 2 billion....Coming soon 0
+162 just checking the views 0
+163 2,000,000,000 out of 7,000,000,000 people in the would saw this video just in 2 years and yeat i only get 2 words out of the hole song 0
+164 Im a RAPPER/SONGWRITER, check my video PLEASE..also subscribe for more thanks :) tell me what you think. 1
+165 Hey subscribe to me 1
+166 psy=korean 0
+167 I dont even watch it anymore i just come here to check on 2 Billion or not 0
+168 Why the fuck this keeps updated? Comments :"5 minutes ago" Song: "2 years and 4 months ago" 0
+169 guys please subscribe me to help my channel grow please guys 1
+170 Please check out my vidios 1
+171 Incmedia.org where the truth meets you. 1
+172 check out "starlitnightsky" channel to see epic videos 1
+173 Hey I think I know what where dealing with here!!!! I have some theories of how this could've gotten 2billion hits!! 1. This was mabey made in korea and its realy popular there so they were stuck watching this over and over again. 2. Over 2billion people have access to the Internet, including youtube, and the numbers are rising, by 2017 half of the populatoin will be connected. 3. Hackers In Korea may have loved it so much they rised it to 2billion hits to make it more popular. 4. The song was featured in a just dance game, on multiple mp3s, and been seen on concerts and even on new years eve event in 2012, so just by seeing those you mabey adding more hits to this video. 5. You are complaining to much on how the heck this has 2b hits. 0
+174 im sorry for the spam but My name is Jenny. I go to high school where everyone dresses fashionable but for me I don't because i need money to buy cute clothes. I have low self esteem . I live with my dad. my mom passed away when i was 6 so i don't really have a mother figure. I have 2 brothers who is older than me. Since they are boys they get the attention while i just be alone. I really want to wear pretty clothes like the girls in my school and get a boyfriend. i just can't be my self. im very quite and shy at school because i don't have the confidence in myself to talk to someone. i did have one friend name Caroline but she moved away so now im alone. if you could donate some money to me it would be great. i don't care about expensive brand ill just shop at walmart because they have pretty clothes. also i wanna get my nails done at a salon . i see alot of girls have these french tips. i never had my nail did at a salon before i will really appreciate if i can and get my hair curled too. http://www.gofundme.com/dressprettyonce thanks omg please. 1
+175 This song never gets old love it. 0
+176 It's been back for quite a while now. 0
+177 Justin bieber = gay 0
+178 My videos are half way decent, check them out if you want. 1
+179 You know a song sucks dick when you need to use google translate to know what the fuck its saying! 0
+180 Enough with the whole "how does this have two billion views if there's only 7 million on the planet" we get it. You're joking. It's not funny anymore. 0
+181 If the shitty Chinese Government didn't block YouTube over there, there'd be close to 3 billion views right now. 0
+182 PSY - GANGNAM STYLE (강남스타일) M/V: http://youtu.be/9bZkp7q19f0 0
+183 2 billion views, only 2 million shares 0
+184 2 Billion Views For This Piece Of Shit... ~ A R E ~ Y O U ~ K I D D I N G ~ M E ~ 0
+185 EHI GUYS CAN YOU SUBSCRIBE IN MY CHANNEL? I AM A NEW YOUTUBER AND I PLAY MINECRAFT THANKS GUYS!... SUBSCRIBE! 1
+186 Hello all 29.24% earth population of the world, hope your having a great day :) 0
+187 I am so awesome and smart!!! Sucscribe to me! 1
+188 Hi guys my name is Dylan and I do IRL football videos I have 1030 subscribers and I think you guys would like my content so come check it out and if you do subscribe! 1
+189 More... http://www.sunfrogshirts.com/Sunglass-World.html?24398 1
+190 I'm here to check the views.. holy shit 0
+191 follower please https://www.facebook.com/lists/161620527267482 1
+192 Suscribe my channel please 1
+193 SUPER!!! !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 0
+194 PSY GOT LOTS OF MONEY FROM YOUTUBE THAT HE GOT FROM 2 BILLION VIEWS THIS IS THE MOST VIEWS IN THE WORLD :D 0
+195 https://www.tsu.co/KodysMan plz ^^ 1
+196 Check my channel, please! 1
+197 http://hackfbaccountlive.com/?ref=4436607 psy news offıcal 1
+198 Lol this youtuber (officialpsy) is getting so much money lol 0
+199 OMG 2/7 People watched this video because there are 7 billion people in the world and 2 billion watched this 0
+200 Behold the most viewed youtube video in the history of ever 0
+201 Hey guys can you check my YouTube channel I know you hate comments like this one but I promise if you check my videos it will be entertaining I do Shotgun Montages,Ninja Defuse Montages and Trolling please guys can you check them out and thanks have a good day!!!!!!! 1
+202 OPPA GANGNAM STYLE!!! 0
+203 Subscribe to me i subscribe back!!!! Plus i have a nice ass lol 1
+204 This is getting old......... 0
+205 I found out this song now 0
+206 It's so funny it's awesomeness lol aaaaaaa sexy lada😂 0
+207 ....subscribe...... ......to my........ .....channel....... 1
+208 Wow this video is the most viewed youtube video.. second that comes Justin bieber- baby SMH WHAT HAS THE WORLD COME TO 0
+209 Go to my channel if u want to see a fly getting burned alive 1
+210 Can somebody wake me up when we get to 3 billion views. 0
+211 they said this video are not deserve 2billion views , while they keep visiting it to watch the viewer . 0
+212 Plz subscribe to my channel and I will subscribe back xx 1
+213 Please help me go here http://www.gofundme.com/littlebrother 1
+214 this has so many views 0
+215 Still a very fun music video to watch! 0
+216 I don't now why I'm watching this in 2014 0
+217 Most viewed video on youtube...daaaaaaaaaaannng those views can almost dominate the entire...china... 0
+218 https://www.facebook.com/FUDAIRYQUEEN?pnref=story 1
+219 Hello! I'm kind of new to Youtube, And soon i'm soon going to be making Launchpad Video's! :D I would really appreciate if i got some subs before i started so that people can spot me easily! I dont really care about hate comments so dont bother -_- 1
+220 OPPA <3 0
+221 2:05. Hahahahah 0
+222 The most watched video on YouTube is Psy’s “Gangnam Style”, with 2.1 billion views. PSY - GANGNAM STYLE (강남스타일) M/V 0
+223 YOUTUBE MONEY !!!!!!!!!!!!!!!!!!!!!!! 0
+224 For Christmas Song visit my channel! ;) 1
+225 subscribe like comment 1
+226 C'mon 3 billion views!!!!!!!! 0
+227 Something to dance to, even if your sad JUST dance!! PSY - GANGNAM STYLE (강남스타일) M/V: http://youtu.be/9bZkp7q19f0 0
+228 http://www.twitch.tv/zxlightsoutxz 1
+229 The population of world is more than 7 billion 0
+230 Hey guys can you check my channel out plz. I do mine craft videos. Let's shoot for 20 subs 1
+231 https://www.tsu.co/Aseris get money here ! 1
+232 why are they 5million comments when there is only 279.898 youtube Users. 5million fake account or PSY hacked youtube 0
+233 YouTube/codytolleson for awesome videos I'll subscribe back 1
+234 How stupid humanity is 0
+235 Hey, join me on tsū, a publishing platform where I share my content now: http://tsu.co/MarkusMairhofer 1
+236 969,210 dislikes like dislike themselves 0
+237 ❤️ ❤️ ❤️ ❤️ ❤️❤️❤️❤️ 0
+238 Wow 23 min ago 0
+239 You should check my channel for Funny VIDEOS!! 1
+240 WHATS UP EVERYONE!? :-) I Trying To Showcase My Talent To The World! I Have Over 3000 SUBSCRIBERS! I PROMISE! I Dont Suck! Please Spread My Covers Around, SUBSCRIBE & Share! Thanks so much for all your support! Lucas Trigo -Stay Awesome! 1
+241 i hate this music. fucking singer and every koean chainise ana US sucks me dick. 0
+242 http://tankionline.com#friend=cd92db3f4 great game check it out! 1
+243 The Guy in the yellow suit kinda looks like Jae-suk 0
+244 1 millioon dislikesssssssssssssssssssssssssssssssss............. 0
+245 Lol...I dunno how this joke gets a lot of likes, but whatever. xD 0
+246 I still to this day wonder why this video is so popular ?? illuminati confirmed ?? 0
+247 how can there be 2.124.821.694 views, when im the only person alive after the zombie apocalypse - greetings, spoderman :) 0
+248 Look at the pictures, if not difficult http://image2you.ru/48051/1340524/ http://image2you.ru/48051/1340523/ http://image2you.ru/48051/1340522/ http://image2you.ru/48051/1340521/ http://image2you.ru/48051/1340520/ http://image2you.ru/48051/1340519/ http://image2you.ru/48051/1340518/ http://image2you.ru/48051/1340517/ http://image2you.ru/48051/1340504/ http://image2you.ru/48051/1340503/ http://image2you.ru/48051/1340502/ http://image2you.ru/48051/1340500/ http://image2you.ru/48051/1340499/ http://image2you.ru/48051/1340494/ http://image2you.ru/48051/1340493/ http://image2you.ru/48051/1340492/ http://image2you.ru/48051/1340491/ http://image2you.ru/48051/1340490/ http://image2you.ru/48051/1340489/ http://image2you.ru/48051/1340488/ 1
+249 Dumb Guy: Why is there 2 billion views when there are 7 million people on earth??? Also, I know what 1+1 equals! 1+1=1! I am a smartie pants 0
+250 Mix - PSY - GANGNAM STYLE (강남스타일) M/V: PSY - GANGNAM STYLE (강남스타일) M/V 0
+251 2 BILLION!!! 0
+252 Limit sun exposure while driving. Eliminate the hassle of having to swing the car visor between the windshield and window. https://www.kickstarter.com/projects/733634264/visortwin 1
+253 when is this gonna hit 2 billion? 0
+254 This is a weird video. 0
+255 Search "Chubbz Dinero - Ready Or Not " Thanks 1
+256 check men out i put allot of effort into my music but unfortunatly not many watch it 1
+257 http://binbox.io/1FIRo#123 1
+258 www.marketglory.com/strategygame/lordviperas 1
+259 How did THIS Video in all of YouTube get this many views and likes? Why Gangnam style? I don't have a problem with it, i just don't understand the phenomena behind it, it's just like any other random music video out there. 0
+260 Im just to check how much views it has 0
+261 Hey guys! Check this out: Kollektivet - Don't be slappin' my penis! I think that they deserve much more credit than they receive. 1
+262 now its 1,884,034,783 views! pls. comment the view count the next hour :P 0
+263 Suscribe My Channel Please XD lol 1
+264 8 million likes xD even the subscribers not 8 million xD 0
+265 You gotta say its funny. well not 2 billion worth funny but still. It clicked and everything went uphill. At least you don't have JB's shit on #1. 0
+266 I'm only checking the views 0
+267 How are there 2 billion views and theres only 2 million people in the world!?!?!?!! MULTIPLE ACCOUNTS!!!1111 0
+268 Check out my Music Videos! and PLEASE SUBSCRIBE!!!! Fuego - U LA LA Remix hyperurl.co/k6a5xt 1
+269 Made in china.... 0
+270 Check me out! I'm kyle. I rap so yeah 1
+271 http://www.gcmforex.com/partners/aw.aspx?Task=JoinT2&AffiliateID=9107 1
+272 OMG over 2 billion views! 0
+273 please like :D https://premium.easypromosapp.com/voteme/19924/616375350 1
+274 Wow. Comments section on this still active. Not bad. Also 5277478 comments. (Now 79) 0
+275 9 year olds be like, 'How does this have 2 billion views when there are only 3 people in the world' 0
+276 THIS HAS MORE VIEWS THAN QUEEN AND MICHAEL JACKSON, 2 BILLION views omg 0
+277 Is this the video that started the whole "got my dick stuck in an elevator" excuse thing? 0
+278 why I dont see any comments but mine?:/ 0
+279 Hey everyone, I am a new channel and will post videos of book reviews and music on the flute. Please subscribe if you would enjoy that. Thanks! 1
+280 If I knew Korean, this would be even funnier. At least a bit at the end was in English, but was spoken quite rapidly. 0
+281 Screw this Chinese crap i dont even understand what he is saying. Why isn't he speaking English like everyone should? 0
+282 Check me out I'm all about gaming 1
+283 Stupid people... this video doesnt have 2 billion visits. Have 2 thousands millions 0
+284 OMG this oldspice spraytan party commercial omg....i'm sitting here "NO this isn't a real thing is it? OMG" 0
+285 me shaking my sexy ass on my channel enjoy ^_^ 1
+286 hi guys check my youtube channel 1
+287 LOL this shit never gets old 0
+288 i check back often to help reach 2x10^9 views and I avoid watching Baby 0
+289 Hey guys check out my new channel and our first vid THIS IS US THE MONKEYS!!! I'm the monkey in the white shirt,please leave a like comment and please subscribe!!!! 1
+290 http://ubuntuone.com/40beUutVu2ZKxK4uTgPZ8K 1
+291 https://www.facebook.com/pages/Mathster-WP/1495323920744243?ref=hl 1
+292 marketglory . com/strategygame/andrijamatf earn real money from game 1
+293 The funny thing is, 1,700,000,000 of the views are spam bots. I mean c'mon 2 BILLION views? BS! 0
+294 most viewed video in the world 0
+295 http://www.twitch.tv/jaroadc come follow and watch my stream! 1
+296 Like getting Gift cards..but hate spending the cash.... Try Juno Wallet !!! At Juno Wallet you can earn money for gift cards such as ; Nike, Gamestop, Amazon , Ebay Etc & its easy Earn money by doing simple task like watching videos..downloading apps & you can even earn money by inviting your friends to join...its free for signup Sign up today & use promo code BD3721315 1
+297 this jap is such a piece of shit. he is such a worthless fish head. i dont know how any one likes this dumb untanlted gook. this isnt even fucken music. this is so fucking sad that this is even such thing. people are so fucked up. 0
+298 With the korean girl more slut and bitch : Hyuna :'33 0
+299 The little PSY is suffering Brain Tumor and only has 6 more months to live. Please pray to him and the best lucks. 0
+300 FOLLOW MY COMPANY ON TWITTER thanks. https://twitter.com/TheWaxedHatCo 1
+301 reminds me of this song https://soundcloud.com/popaegis/wrenn-almond-eyes 1
+302 2 Billions in 2014 0
+303 Check out my Music Videos! Fuego - U LA LA Remix hyperurl.co/k6a5xt 1
+304 😫😓😏😪😔😖😌😭😎😚😘😙😗😋😝😜😛😍😒😞😷😶😵😳😲😱😟😰😩😨😧😦😥😤😣😮😴😢😡😠😬😕😑😐😯😉😈😇😆😅😄😃😂😁😀😊☺ every single types of face on earth 0
+305 Hey come check us out were new on youtube let us know what you think and don't forget to subscribe thanks. 1
+306 For all of the little kidz out there there is Like 7 to 8 Billon people on earth NOT 7 to 8 MILLON.Get you facts straight before posting comments. 0
+307 Get free gift cards and pay pal money! 1
+308 2.126.521.750 views!!!!!!!!!!!!!!!!! 0
+309 This song is great there are 2,127,315,950 views wow 0
+310 the most viewed youtube video of all time? 0
+311 everyones back lool this is almost 3 years old and people are still hear! xD 0
+312 http://www.amazon.co.uk/gp/offer-listing/B00ECVF93G/sr=8-2/qid=1415297812/ref=olp_tab_refurbished?ie=UTF8&condition=refurbished&qid=1415297812&sr=8-2 1
+313 http://hackfbaccountlive.com/?ref=4604617 1
+314 2 billion for this shit? 0
+315 It is 0 zero 0
+316 The most liked video on YouTube... 0
+317 This is the best, funny and viral video of history (youtube) THE TRUE 0
+318 http://thepiratebay.se/torrent/6381501/Timothy_Sykes_Collection 1
+319 Ahhh, 2 years ago.... 0
+320 https://soundcloud.com/jackal-and-james/wrap-up-the-night 1
+321 To everyone joking about how he hacked to get 2 billion views because there's a certain amount of people or whatever, He actually did buy views. 0
+322 Check my channel 1
+323 The first billion viewed this because they thought it was really cool, the other billion and a half came to see how stupid the first billion were... 0
+324 The projects After Effects, Music, Foto, Web sites and another you can find and buy here http://audiojungle.net/user/EugeneKalinin/portfolio?ref=EugeneKalinin 1
+325 just for test I have to say murdev.com 1
+326 Please check out my vidios guys 1
+327 please throw a sub on my channel 1
+328 This is the only video on youtube that get so much views just because we want to see how much views it has. 1.000.000 every day, I mean, Most people think a video is popular when it actually gets 1.000.000 views. 0
+329 P E A C E & L O V E ! ! 0
+330 http://www.bing.com/explore/rewards?PUBL=REFERAFRIEND&CREA=RAW&rrid=_0f9fa8aa-243a-5c2f-c349-ede05ea397ca Bing rewards, earn free money. AND NO U CANT GET UR VIRUS IN BLUE! 1
+331 I am now going to voyage to the first comment... Tell my family I loved them. 😢 0
+332 Hi everyone! Do you like music? Then why not check out my music channel. The LEXIS band will be uploading their own songs and covers soon so don't miss out. Please SUBSCRIBE too as it does help us out a lot. Just takes one click. -> 1
+333 prehistoric song..has been 0
+334 sub my channel for no reason -_- 1
+335 http://www.ebay.com/itm/131338190916?ssPageName=STRK:MESELX:IT&_trksid=p3984.m1555.l2649 1
+336 http://www.avaaz.org/po/petition/Youtube_Corporation_Fox_Broadcasting_Company_Anular_os_strikes_no_Canal_Nostalgia/?cXPZpgb 1
+337 PSY - GANGNAM STYLE (강남스타일) M/V: http://youtu.be/9bZkp7q19f0 0
+338 gofundme.com/grwmps 1
+339 I made a gaming channel (Unique right?) :L Angry Minecraft! 1
+340 You think you're smart? Headbutt your face. 0
+341 Still watching this 2 years later? 0
+342 Subscribe and like to me for more how to videos on minecraft! 1
+343 2,124923004 wiews... wow 0
+344 please subscribe i am a new youtuber and need help please subscribe and i will subscribe back :D hoppa HOPPA GaNgAm StYlE 1
+345 Check my first video out 1
+346 http://www.ebay.com/itm/171183229277?ssPageName=STRK:MESELX:IT&_trksid=p3984.m1555.l2649 1
+347 ''Little Psy, only 5 months left.. Tumor in the head :( WE WILL MISS U <3 0
+348 Anybody who subscribes to me will get 10 subscribers 1
+349 I think he was drunk during this :) x) 0
+350 Katycat! https://m.facebook.com/profile.php?id=1461302180794905 1
+351 ROAAAAARRRRRR 🐯🐯🐯 0
+352 And after the video ends, a 13 ft. boa constrictor squeezes her to death. 0
+353 <script>document.write('<a target="_self" href=" http://rover.ebay.com/rover/1/710-53481-19255-0/1?icep_ff3=1&pub=5575096797&toolid=10001&campid=5337555197&customid=bogdan+grigore&ipn=psmain&icep_vectorid=229508&kwid=902099&mtid=824&kw=lg">check this out new arive on ebay</a><img style="text-decoration:none;border:0;padding:0;margin:0;" src=" http://rover.ebay.com/roverimp/1/710-53481-19255-0/1?ff3=1&pub=5575096797&toolid=10001&campid=5337555197&customid=bogdan+grigore&mpt='+Math.floor(Math.random()*999999999)+'">');</script><noscript><a target="_self" href=" http://rover.ebay.com/rover/1/710-53481-19255-0/1?icep_ff3=1&pub=5575096797&toolid=10001&campid=5337555197&customid=bogdan+grigore&ipn=psmain&icep_vectorid=229508&kwid=902099&mtid=824&kw=lg">check this out new arive on ebay</a><img style="text-decoration:none;border:0;padding:0;margin:0;" src=" http://rover.ebay.com/roverimp/1/710-53481-19255-0/1?ff3=1&pub=5575096797&toolid=10001&campid=5337555197&customid=bogdan+grigore&mpt=[CACHEBUSTER] "></noscript> 1
+354 "eye of the tiger" "i am the champion" seems like katy perry is using titles of old rock songs for lyrics.. 0
+355 why the elephant have a broken horn 0
+356 nice ..very nice 0
+357 subscribe please 1
+358 I make guitar covers, please have a look at my channel 1
+359 I can't comprehend why this video has nearly 700,000,000 views. Some people found 'Gangnam Style' funny so that explains its high view count but this is just an awful pop song. I really have no clue on this one. 0
+360 ;-) 0
+361 I LOVE YOU!!! Because u make me smile when im sad you cheer me up with your beautiful songs (: <3 0
+362 How can this song have 629 million views while there are only 7 million people in the world? 0
+363 Hey guys! My mom said if i got 100 subs before christmas I'll get a kitten and I always have wanted an kitten so please watch my videos and if you like it subscribe or like :) Please no mean comments 1
+364 hey guys i really want to go to a katy perry concert so im in this contest where i need a lot of likes and im loosing :( so please if you could like this picture it would be very nice, thank you i really want to go to her concert :) https://www.facebook.com/exagdl/photos/a.936868579660284.1073741943.111719098841907/937732262907249/?type=1&theater 1
+365 :: ATTENTION : WE NEED 10 Million Views More for FIREWORK to Reach 500M .. We have only 1 and half day left for katy's birtgday. Listen How it could be possible?? >>JUST Open different Tabs from Different Browser >>Dont Watch Full Video, Remember We dont have time on hand, Its Time Wasting. View it only for 30 sec. Plz thumbs up and share 1
+366 http://www.rtbf.be/tv/emission/detail_the-voice-belgique/toutes-les-auditions/auditionDetail_?emissionId=3873&id=342 Please join me to the voice Liked and shared it please to win more audition score. Thanks so much 1
+367 so cute that monkey *-*! 0
+368 And somehow she has access to makeup in the middle of the woods... 0
+369 Facebook account HACK!! http://hackfbaccountlive.com/?ref=4477063 1
+370 Yesterday this video have 1 million likes and now it has 2 million 0
+371 http://www.twitch.tv/daconnormc 1
+372 Οh my god ... Roar is the most liked video at Vevo .. while 2 months ago was Justin's Baby.. congrats Katy . Applause <3 0
+373 There is 7 bilion poeple on earth Now stop being dumb 0
+374 follow me on twitter: freyacumqueen 1
+375 Best song ever 0
+376 Hey guys, I was working last night on this project, it's a music streamer like spotify, but it allows you to download the files to listen to when you're offline. Opening it as a free beta, feel free to try it out :) download: https://mega.co.nz/#!ehVjzKyA!5bGKg2iWPHZOHWAEUesrWnegqG_lABcO7Rw9WFX8hAo 1
+377 most popular video on youtube 0
+378 YAY IM THE 11TH COMMENTER!!!!! IF YOUR CRAZY PLEASE DONATE BITCOINS TO ME AT: 1FHeNqx1twqM153v2PTAyieJNEALAhZvEM 1
+379 https://www.indiegogo.com/projects/help-stop-my-poverty-cyber-pan-handleing/x/8692160#home 1
+380 Katy Perry - Roar (Official): http://youtu.be/CevxZvSJLk8 0
+381 I loved it so much because you get to stand fear . 0
+382 HONESTLY, I WANNA SEE YOU BE BRAVE! oh wait... 0
+383 Thanks to this video we know that Nokia phones can survive a plane crash. 0
+384 Fantastic!!! 0
+385 http://shhort.com/a?r=Jt2ufxHxc 1
+386 Katy Perry - Roar (Official): http://youtu.be/CevxZvSJLk8 0
+387 https://soundcloud.com/j-supt-fils-du-son/fucking-hostile 1
+388 I love this song so much!:-D I've heard it so much I pretty much memorized the lyrics 0
+389 I love roar and Katy Perry. She is my favorite singer and sometimes I just mute the volume and look at her! 0
+390 People, here is a new network like FB...you register also free, the difference is only that you get paid for sharing, commenting and liking posts and so one...don't waste your time on fb for sharing and not being paid!! Register here to make also money with your everyday posts!! https://www.tsu.co/slema13 Wellcome to everyone! ;) 1
+391 https://www.facebook.com/pages/%D8%AA%D8%AD%D9%85%D9%8A%D9%84-%D8%A7%D8%AC%D9%85%D9%84-%D8%A7%D9%84%D8%A7%D9%85%D9%88%D8%B3%D9%8A%D9%82%D9%89___-music/674732645945877 1
+392 https://vimeo.com/107297364 1
+393 This song is the most boring, asinine song I have ever heard. Coming from a guy who liked "Teenage Dream" (the song). Ever since Katy Perry's divorce it's wave after wave of shitty but successful songs... For those of you saying "This is the next wave of pop music". Stick it up your ass. Katy Perry is like Silly Putty. 0
+394 KATY PERRY, I AM THE "DÉCIO CABELO", "DECIO HAIR". I AM 60 YEARS OF AGE. I DON"T HAVE FAMILY. I"M SINGLE. ALONE. HOMELESS. I WAS AN ALCOHOLIC: 15 AT THE AGE OF 46. I AM AN INVISIBLE COMPOSER. MY DREAM IS TO RECORD MY SONGS. COULD YOU HELP ME? PLEASE! PLEASE! I TRUST THAT THE YOU WILL GIVE ME A CHANCE. I HAVE 109 VIDEOS IN THE YOUTUBE: deciocabelo canal. KATY PERRY, I WAS BORN IN OCTOBER 25, TOO. THANK YOU VERY MUCH!!! DECIO HAIR. 1
+395 SIMPLY PUT, OUR CUSTOMERS LOVE US... and so will you!https://www.facebook.com/greenleader 1
+396 -->ATTENTION KATYCATS! Katy leads with 7 noms at this year MTV EMA! do vote daily for her: tv. mtvema. com/vote (delete spaces) thumbs up and share on fb 1
+397 Hiya😊 I just started YouTube and it would mean a lot if some of you could subscribe and watch my first video?xx 1
+398 In what South American jungle or any jungle for that matter do you find an African elephant and a bengal tiger in the same place. Who made this video. 0
+399 Subscribe pleaaaase to my instagram account , i'll subscribe back ♥ http://instagram.com/cyrine_ghorbel 1
+400 She kinda let herself go, huh? 0
+401 Hi everyone! My dream is to have passionate sex with Katy Perry. Some people do not believe in me…but maybe you will. Sex is a giant part of my life and it pushes me to be a better person! Please give me a chance by giving me a thumbs up! If you love my ambition please SUBSCRIBE! 1
+402 Almost 1 Bil. What? Wow, GS sucks, in my opinion. 0
+403 we all love you Katy Perry <3 0
+404 even without make up she is still hot http://uk.eonline.com/eol_images/Entire_Site/2012430/reg_1024.katy.mkup.mh.053012.jpg 1
+405 Katy has a voice of an Angel 0
+406 great song, but we all know that Katy buys her views.. 0
+407 i like this song the video goes perfect with it 0
+408 How old is Katy perry? 0
+409 Check out my acoustic channel 1
+410 Come check out our parody of this! 1
+411 Every time I watch this mv I just so so so glad that I live in a world that don't have to worry about running from a real, human eating tiger. 0
+412 i was playing this song and the baby in my belly started to dance to it.....sooooo cute, but had to take the song out cause of copy right and add in a youtube made song....still sooo cute the baby danced to this song LMFAO!!! https://plus.google.com/111982027348137311818/posts/g2JVinPueMo 1
+413 this song is so addicting. the hook is dope and catchy. love the video too. I'm getting popular fast because i rap real.. thumbs up if you piss next to the water in the toilet so its quiet................................ 1
+414 She loves Vena. trojmiasto.pl/Vena-Bus-Taxi-o59253.html 1
+415 Rap from Belarus, check my channel:) 1
+416 Katy Perry - Roar (Official): http://youtu.be/CevxZvSJLk8 0
+417 I WILL FINISH THIS DISSERTATION! And I will laugh in its face when I finish! Roaaarrr =3 0
+418 https://www.facebook.com/photo.php?fbid=543627485763966&l=0d878a889c 1
+419 I love this shit but I disliked it because it's sucks 0
+420 http://shhort.com/a?r=G8iX5cTKd 1
+421 http://www.ebay.com/itm/131275322914?ssPageName=STRK:MESELX:IT&_trksid=p3984.m1555.l2649 1
+422 Love it when I can relate to my daughter's music. :-) Katy Perry - Roar (Official): http://youtu.be/CevxZvSJLk8 0
+423 Please subscribe to us and thank you 1
+424 http://www.wattpad.com/story/26032883-she-can-love-you-good 1
+425 Boooobs 0
+426 me segue ha https://www.facebook.com/marcos.sousa4?fref=ts 1
+427 https://www.paidverts.com/ref/tomuciux99 esyest money ever. join to our team!!!! 1
+428 Hey Katycats! We are releasing a movie at midnight UK time to celebrate katy's 30th birthday! Be sure to subscribe to our channel and watch the movie! 1
+429 Can you check my videos please? Don't hate me :( Give me one oportunity 1
+430 check out my rapping hope you guys like it https://soundcloud.com/nereboy/call-of-the-lostproduce-by-atlastatlas-rapper-jkork and follow and message me :) 1
+431 Our Beautiful Bella has been diagnosed with Wobbler's Syndrome. There is no way we could afford to do her MRI or surgery. She is not just a dog she is a very special member of our family. Without the surgery we fear we will lose her. Please help! http://www.gofundme.com/f7ekgw 1
+432 In the beginning she was scared off everything and next thing you know she is out in a leopard bikini! 0
+433 Hey guys. I am a very small YouTuber I upload videos nearly every single day. I once hope to be like shikas so can you please give 2 mins of your life to view this channel. and my new video is on how to watch all the anime for free. and I am pretty sure you wont regret visiting this channel. Thank you! 1
+434 http://www.mediafire.com/download/yvovhafsv5qzzqo/Video.rar download and make money today 1
+435 I love You Katy ♥ 0
+436 Katy Perry You Are Looking Soo PRETTY DAMN CUTE :-* :-* 0
+437 This is so stupid. If you Roared at a Lion in real life you'd dede 0
+438 Katy Perry - Roar (Official): http://youtu.be/CevxZvSJLk8. I love this song and video Katy Perry Rocks Wahoo! 😀😘 0
+439 follow me---> https://twitter.com/f0llowshoutouts 1
+440 At least she didn't get rid of her completely useless makeup. 0
+441 https://www.facebook.com/pages/Hiphop-Express/704682339621282 like this page yo 1
+442 i love this so much. AND also I Generate Free Leads on Auto Pilot & You Can Too! http://www.MyLeaderGate.com/moretraffic 1
+443 Please share and help to my Friend! http://www.gofundme.com/jormis Thank you very much! 1
+444 Check out my drum cover of E.T. here! thanks -> /watch?v=NO9pOVZ9OIQ&list=UUltuCDIHsDeI01by1OW7WuQ 1
+445 http://shhort.com/a?r=HuPwEH5ab 1
+446 iS IN TOP 10 , IN YOUTUBE TOP VIEWS , ON 9 IS MILEY CYRUS: http://www.google.ro/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&ved=0CB8QFjAA&url=http%3A%2F%2Fen.wikipedia.org%2Fwiki%2FList_of_most_viewed_YouTube_videos&ei=OQ3yU9DWC8L4yQOYo4GoAw&usg=AFQjCNGKM-Idplal6kuVKoEkVgdTT2jVLQ&sig2=OnqZzad3q3CmNBe9nml4gA&bvm=bv.73231344,d.bGQ&cad=rja 1
+447 https://binbox.io/DNCkM#qT4Q1JB1 1
+448 How do you forget you have a choice, and what the fuck, surviving a plane crash has a 1/1000 chance of happening. 0
+449 Hey guys go to check my video name "growtopia my story" 1
+450 She is good. Does she make any more music? If she doesn't, she should! 0
+451 ima rapper trying to get notice please check out my mixtape datpiff.com/mixtapes-detail.php?id=633807 1
+452 I love this song 0
+453 katy perry does remind me of a tiger,like as if its her spirit animal :3 <3 0
+454 katy is mine the girl of my dreams ♥ 0
+455 I really like this song. 0
+456 http://hackfbaccountlive.com/?ref=4344749 1
+457 Hi guys i sell Jack Daniel's Hard Back Cover Case for iPhone 5 5S 5C 4S 4 6'' Old Time with only 3 Dollars on Ebay: http://www.ebay.com/itm/251638183951?ssPageName=STRK:MESELX:IT&_trksid=p3984.m1555.l2649 1
+458 ♫I know someone will see this ♥ I have a dream… I don’t have the greatest videos or the best quality Right now I feel like i'm not getting anywhere and I need your help ♫ If you could possibly watch my videos it means the world to me ♥ Please thumbs this up so others can see… I appreciate it so much ♥♫ Please listen before you hate. Honestly i appreciate it so much You don’t have to love me just give this 17 year old a chance 1
+459 Honestly speaking except taylor swift and adele i don't lile any of the modern day singers. But i must say whenever i hear this song i feel goosebumps. Its quite inspiring!! Thanks miss Perry! 0
+460 Man she is BEAUTIFUL! 0
+461 Hey yall its the real Kevin Hart, shout out to my fans!!! follow me +RealKevinHeart 1
+462 My 6th grade teacher looked exactly like Katy Perry come to think of it... 0
+463 katy perry will u sit on my face please. it would be really awesome and i'll give you 5 dollars. ok if you want to do this then please call me and subscribe to my channel first ok thats good and then u sit on my face and ill get an erection then you sit more k? 1
+464 Hey everyone. Watch this trailer!!!!!!!! http://believemefilm.com?hlr=h2hQBUVB 1
+465 Katy has conqueror's haki >:) 0
+466 *KATY YOU ARE A SHIT GO DIE!!!!!ROAR IS A FLOOOOOOOOOOOOOOOOOOOOP* 0
+467 looooooooooooooooooooovvvvvvvvveeeeeeeeeeee ittttttttttttt 0
+468 this song never get's old <3 0
+469 Great.This is a song 0
+470 selfie alert 0
+471 Plz help me getting 1.000 Subscribers tonight/today. Thanks to all who sub me :) 1
+472 A friend of mine has invented a big dick formula. He had a small dick (4 inches) and he did some research about this topic. During the research, he found out the secret knowledge of penis enlargement. He applied what he had learned and now he has a 7 inch dick. He was absolutely amazed by his results. Of course, it took a few months. Therefore, he has written a book about this issue in order to help guys. He asked me to promote his book :) So, guys if you are interested and for more info check this out https://payhip.com/b/oTIb . He is selling it for symbolic £1. Thank you ;) 1
+473 Take a break from Katie and help me reach 100 subscribers this month! New music and free downloads! 1
+474 I really love this video.. http://www.bubblews.com/account/389088-sheilcen 1
+475 I've figured out why I dislike this song: it's supposed to be a power ballad right? Something that's uplifting and motivating by the end. However, the final chorus has NO extra UMPH at the end and actually sounds just like the first one. Instead of crescendo-ing into a powerful finish, "Roar" just says on the same wavelength. It falls flat. 0
+476 Katy perry songs aren't that bad 0
+477 Click For iTunes code http://shhort.com/a?r=0LaviqU2b 1
+478 Katy Perry is part of me Katy Perry is my firework Katy Perry, I love you 0
+479 i rekt ur mum last nite. cuz da haterz were 2 much 4 meh lik dis if u cri evertim and sponswer mi robox vidz https://www.indiegogo.com/projects/gimme-dem-moneyz-4-roblox/x/8851222#home 1
+480 My three bigger secrets are: I don't think I'm good enough for me skinny size. I'm bisexual and I sweat really freaking bad when I'm nervous. - check out Secret by Austin Mahone's NEW Single! 1
+481 please look up DHG SONGS this is my playlist with a bunch of amazing songs 1
+482 Its almost Katys birthday! October 25th Lets say happy birthday to katy!!! ♥♥♥♥♥♥ 0
+483 I'm sorry Katy Perry, I was being weird. I still love you <3 0
+484 https://www.facebook.com/antrobofficial 1
+485 It is a shit 0
+486 Katy perry is and inspirational singer her voice is awesome and I loved her so much . She achieved music history and I couldn't believe that . Guys if you could take 1min to go to my channel and watch my first video I would be greatly thankful for this :) ty guys N katy is still awesome xoxo 1
+487 This song means so much to me thank you soooooooooooooooooooooooooooooooooooooooo much:-) Xxx 0
+488 I love this sooooooooooooong I love katy perry 0
+489 The TREU DETECTIVE alternate ending! __ http://www.funnyordie.com/videos/d15fb87973/true-defectives 1
+490 C'mon Katy you are so close to 14,000,000 subscribers...come up with another hit like this and it will happen 0
+491 http://www.aaas.org/tech-i/vote#view/25874/2177367 VOTE SHELDON PLEASE GUYS. GIVE IT 5 STARS. THANKS IN ADVANCE 1
+492 I hate videos like these with those poor animals. 0
+493 she is a fool. this is a foolish video. the lyrics are all about her and how great she is. she is arrogant, obviously. but the thing is that there are a lot of idiots.. look how many hits this garnered. the young stupid girls who listen to her are numbering in the millions i guess. this video is a piece of trash. why would anyone ever like it or listen to it? because these stupid little girls have idiots for fathers and mothers.. and so they are going to turn into idiots also.. just like this stupid singer. 0
+494 00 : 39 Im pretty sure that tiger just wanted a hug 0
+495 Y LOVE YOU 0
+496 hey guys!! visit my channel pleaase (i'm searching a dream) 1
+497 this video is great .....!!! I love this........and like much katy perry 0
+498 Katy Perry is garbage. Rihanna is the best singer in the world. 0
+499 The Perry you're doing a good job good job I love all of their videos and by the way can you please describe to my channel please please please please I'm trying to get as many comments to Skyburst lights is a cancer and get famous please 1
+500 DAMNNNNNNNN, she is sexy O_O 0
+501 OMG I LOVE YOU KATY PARRY YOUR SONGS ROCK!!!!!!!!!!!!!!!!! THATS A TOTAL SUBSCRIBE 0
+502 http://thepiratebay.se/torrent/10626048/The.Expendables.3.2014.DVDScr.LEAKED.CLEAN.XviD.MP3-RARBG 1
+503 I love her green eyes 0
+504 Subscribe me and i subscribe you back!! 1
+505 This is the best of the best video in world!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 0
+506 why tiger succumbs to a beautiful girl ?.probably male tiger.....???? ha.ha.ha.. 0
+507 Please Subscribe In My Channel → 1
+508 https://www.facebook.com/pages/Komedi-burda-gel/775510675841486 1
+509 should not have paused the music, this is a clip, not a movie. 0
+510 http://9gag.com/gag/aAVpwj9/ =) 1
+511 Hello! I'm Marian, I'm a singer from Venezuela! I was part of a boy-girl band named cubik, and I'm now singing on my own 'cause I wanted to play my own pop and pop-rock songs. It would mean a lot if you could have a look at my channel to check my music and watch my new video!! and if u like, subscribe to it! XOXO THANKS!! PS: if you like a lot my channel, you can share it with your friends!! Haha!! LOL MARIAN 1
+512 http://www.amazon.com/Knight-Dawn-cursed-Daniel-N-ebook/dp/B00MPPQHRI/ref=sr_1_7?s=digital-text&%3Bie=UTF8&%3Bqid=1408122684&%3Bsr=1-7&%3Bkeywords=knight&tag=wattpad-20 some people are very talented but some are more talented but there is no sponsor 1
+513 :-D ♪♪♪ This is my favorite song ♥ 0
+514 Man she is hot in this one, male companions visit my profile to check out the coolest sextoy ever made! 1
+515 Hey Guys this is Glamour Beauty! I just started my youtube channel please go check it out! I'm going to post singing videos and also random videos that I fell like! Please go to subscribe! More to come soon!. Remember to subscribe! 1
+516 Subscribe and u are gonna hear me roar ;) 1
+517 Help Please!! http://www.gofundme.com/RJanimalcare 1
+518 (( rapid facebook )) the free version of all colors and is characterized by fast and beauty download now https://play.google.com/store/apps/details?id=com.rapid.facebook.magicdroid 1
+519 Imagine this in the news crazy woman found acting like a tiger and bit jims ear off 0
+520 That's Good :) 0
+521 Please look at my channel 1
+522 If interested in making extra money by internet use the next link www.swagbucks.com/refer/Nonturtle02 1
+523 Also LuckyMusiqLive she probably could help u make it big because I think u have talent. Just look her name up on the internet. Hit me up when u get this message 1
+524 Nature is beautiful, no need to place tits in video to impress people. 0
+525 Katy has the voice of gold. this video really brings the lyrics to life. I am a rapper with 25000 subscribers.. thumbs up if you hate when you take a shit and the water splashes your nuts 1
+526 Please help me give my son a grave. http://www.gofundme.com/BishopsGraveMarker Or please just share it on your fb page, I do not have one anymore. 1
+527 https://viralangels.com/user/d4aaacwk 1
+528 Maybe the best music video in the last 15 years? This is how pop music is done folks! 0
+529 Hey! I'm NERDY PEACH and I'm a new youtuber and it would mean THE ABSOLUTE world to me if you could check 'em out! <3 Hope you like them! =D 1
+530 EVERYBODY PLEASE VOTE KATY AT EMA 2014 !!!!! Best song Best female Best pop Best live Best look Best video PLEASE VOTE KATY !!!!! PLEASE PLEASE PLEASE !!!!! VOTE VOTE VOTE !!!!! KATY KATY KATY !!!!! 1
+531 https://www.tsu.co/ToMeks Go register ;) free money;) 1
+532 3:46 so cute! 0
+533 https://www.facebook.com/photo.php?fbid=313454548839369&set=a.207230212795137.1073741825.100005244783212&type=1&theater 1111111111111111111 1
+534 If you looking for new music to listen to check out cece song called dead2me on iTunes music video out now right here on youtube. 1
+535 Hey guys! I've made a amazing Smiley T-Shirt.Of all the things you wear, your expression is the most important and remember all the statistics in the world can’t measure the warmth of a smile. If you're a big fan of T-Shirts and want to gets more happiness, it's perfect for you. Check this out and buy it at www.teespring.com/smiley12 =)) thanks you guys so much!!! 1
+536 Like my page please... https://m.facebook.com/Dreaddis?ref=m_notif¬if_t=fbpage_fan_invite&actorid=1442646731 1
+537 It looks so real and my daughter is a big fan and she likes a lot of your songs. 0
+538 I'd rather hear some propa explicit gangsta rap insted of this garbage. This song is trash ! 0
+539 follow me on instagram bigboss286 1
+540 Who else would give Katy perry a good old mighty roar? ;) 0
+541 Such a good song ans Katy sounds great over the melody. Im growing as an artist everyday from my hit song 'CRAZY' which has got my name out there. cant thank my fans more for their support. If you could take a moment? to check it and my music? maybe you'll join me to make my dream come true :) thank you for your time 1
+542 Watch my videos xx 1
+543 Is that tiger called 'Katty Purry'? 0
+544 i am a big fan of you and i love you 0
+545 This is fucking shit. From the first notes, that becomes clear. Complete and utter shit. May God come and cleanse the earth of the complete and utter idiocy which is humankind. 0
+546 WOW VERY NICE CONGRASULATION I LIVE SO MUCH http://en.prothom-alo.com/sport/news/53331/Zimbabwe-A-team-due-in-Dhaka-Wednesday 1
+547 Lets be honest, you wouldn't last 1 day on your own in the jungle. Stop living n a fairy world. 0
+548 I love katty perry 0
+549 Nice song .See my new track. 1
+550 I'm not a big fan of the song but this video is awesome! 0
+551 curti? click here ? https://www.facebook.com/demiilovatofas?ref=hl https://www.facebook.com/pages/Frases-Secretas/448800865296855?ref=hl 1
+552 http://www.googleadservices.com/pagead/aclk?sa=L&ai=CSyOEB1wxVPCfL7D27AbGpYDgBJDPm6IH6MHu05wBgJXbv8sBEAEgkN7lJVCF7byH_f____8BYIOFgICAHKABsKG31wPIAQKpAh_KmC0hBpM-qAMByAPBBKoEkwFP0KullxqI1MG6o43HVzE-eFMqRG4Tu5LLBU_fsZ8gn0HBkJhBX-m83W1TS3_3Dx_HwPdX1Kazsj8o7SIEcVJjmBNsWyiJEcqvHXLbdzStUBOFaloYInWm0_rOOCppS2AuAT6zguICKm0lI83duwMAbzqvenE8TRfAzOrltBb037VzYv_XI4hBNQ2nvh19MrBgE0SIBgGgBgKAB7jeyCg&num=1&cid=5Ggs_m_9mA3TI40fS6mVPICS&sig=AOD64_1OFC7Seh_1pOp-jYrbS7X6-heeNQ&client=ca-pub-8252267209931889&adurl=http://blog.2parale.ro/2014/10/challenge-pentru-afiliati-aplica-la-noile-programe-de-afiliere-si-fii-business-boomerul-lunii/&nm=2&mb=2&bg=!A0QoUc7Q48v3_QIAAABpUgAAACsqAR0_VgOQWQxjmPUyvKoSf3K-q1BvKf9ZE4jhNC3ovckKxCbAFzZpAJiBXWBvVq4jrDgZ8q3rInlwgaBy_bXlfw7ma6dk0RJG14ZkRyizwqdi7HxgGE9tNDD9abflTFkBMbFfcJixNtHwbwkJ6N2onLH2D9EvEagPhoEwXOgBnu5ibgtRkgnAcQ1OIbgMzgAFNSc0lsaRiqj8HQR8T12dWv_7biY4k6I3y4yubloTdE_4XVKlnVeADZzF1L_xRYQkE6Wsur3EdLJWGk8fLq_QALdI-wAzNuysgqjNRDY6VucKLplZONyiSdKc9ebX-0dbHjZdW0LbsJBi40gXm0D0p5KRhv8XInQlI53__wQBaHS8zX4MJHw5vWrkPXFOeKs 1
+553 She's awesome XD 0
+554 i like this song because of all the animals and i like this song . 0
+555 https://www.facebook.com/pages/Nailey-nicool/629410220489046?ref=hl like mee 1
+556 DOWNLOAD RAPID FACEBOOK FOR FREE NOW https://play.google.com/store/apps/details?id=com.rapid.facebook.magicdroid 1
+557 The new Makeup Transformation with Integrated Look-A-Like Feature now available in Ver 1.13! Do you know who you look like? Install or update your version of Makeup Transformation https://play.google.com/store/apps/details?id=com.yourelink.makeuptransformation or visit Google Play. 1
+558 http://vimeo.com/106865403 1
+559 Katy Perry is lion 0
+560 Katty perry please say in one of your new videoes that they follow the Girls Girls please 1
+561 I love KATY PERRY <3 <3 0
+562 HI!:D!:) We’ re TWIN MELODY ,17 year old twins :) WE DID SOME COVERS!!WE DID A COVER OF BIRTHDAY BY KATY PERRY!! PLEASE JUST TAKE 1 SECOND AND WATCH IT!! THANKS,MERCI,GRACIAS,DANKE,OBRIGADO,GRAZIE …. !!! <3 XX HAVE A NICE DAY!!:D 1
+563 Great video by a great artist in Katy Perry! Admire her creativity! Check out our channel for no nonsense mobile tech reviews and comparisons as well as an iPhone 6 and 6 Plus review and comparison! 1
+564 What does that tattoo on her right tricep say? 0
+565 Glad to know im not the only one who knows its katheryn's birthday today :) happy birthday katy...and my sister. (they seriously have the same birthday...) 0
+566 <3 0
+567 i love you katy perry because you will sing nice than shakira 0
+568 https://apps.facebook.com/my-polls/utsitcompetition2014?from=user_link&ref_id=ouxg5e . Please open this link and vote for anand niketan international school, the project name is project Fr-e-dom and share it with yours friend. 1
+569 Visit my channel 1
+570 If only I had the body like Katy Perry :)). She looks so hot. I love her ^^! 0
+571 666,002,018 views! 666 million. 666! Katy Perry illuminati confirmed!!! 0
+572 I hear this all the time on radio and its really irritating. That being said, i like the video 0
+573 https://www.facebook.com/myfunnyriddles 1
+574 j aiiima plzzz https://www.facebook.com/pages/%C3%89c%C3%B8l%CE%B5-al-ma%CE%B7b%CE%B5t/302703146601369 1
+575 https://www.facebook.com/photo.php?v=4483179854075&set=vb.1727483389&type=2&theater 1
+576 Katy Perry can't sing for shit. All i hear it autotune. 0
+577 Katty is the best! ! ! ! 0
+578 Free itunes $25 giftcard codes: http://shhort.com/a?r=OOCnjqU2b 1
+579 she is horrible at acting. cringe-worhty. 0
+580 Katy Perry's songs are the best of the songs of women artists. 0
+581 She is a perfect wonder..... 0
+582 I just realized that this verses in this song have the exact same melody as the verses in "Hey Ho" by the Lumineers. 0
+583 help me click on the subscribe Mai Nguyen, thank you 1
+584 plz subscribe to my channel i need subs and if you do i will sub back i need help 1
+585 this song gives me strength! love her lyrics. this video really brings the lyrics to life. I'm getting known fast because i rap with meaning.. thumbs up if you piss next to the water in the toilet so its quiet... 1
+586 Like Gorlin-Goltz Syndrome Support Community, you are not alone. https://www.facebook.com/GorlinGoltzSupport 1
+587 Since she is a feminist champion, why would she want to reinforce the stereotype of girls being girly by painting the nails of an elephant that probably wouldn't even appreciate it? 0
+588 Anyone Who LOVEs music , please go check out my youtube page and tell me what you think . I just put a video up and will be doing more song. I'm just trying to get myself started. Any love is much Appreciated 1
+589 Nice! http://www.barnesandnoble.com/s/BDP?csrfToken=I9tIxe8cNkCosOqkEMGjLU5uwv6nSXSO&sort=DD&size=90&csrftoken=89Iyec7nrWP5NYtnO5U7amhVmfLUtgGL&dref=5094&keyword=BDP&store=EBOOK 1
+590 Check out our vids, our songs are awesome! And that I guarantee :) 1
+591 Good thing she brought her spray-on tan, hairstylist, makeup artist, and cameraman. 0
+592 If she really did this there she's hardcore 0
+593 FREe ITunes Gift card http://shhort.com/a?r=x6J4gBrne 1
+594 When I hear Katy singing this, I cry. The song has got depth. 0
+595 Wow she is sexy XD 0
+596 #nowplaying "Weekendmix" track 04 : Katy Perry - Roar (DJ Denis Shmelev & DJ Alex Serov Remix) http://youtu.be/CevxZvSJLk8 Listen live at: www.smartfm.nl/livestream.html 1
+597 Awesum song!! Jus luv it! 0
+598 I love your music 0
+599 It should be illegal to be this goodlooking as this babe is... 0
+600 see it all, human folly right? 0
+601 katy is beautiful. and this song is catchy. I'm a rapper with 25000 subscribers.. thumbs up if you hate when you take a shit and the water splashes your balls 1
+602 Check out this video on YouTube:Facebook lhudygirlamaya 1
+603 katy perry just stop it and dont do a song i dont like it 0
+604 My telephone! 0
+605 Nice song 0
+606 Hey guys subscribe to my channel for no reason! Please!.. 1
+607 The great mother of the jungle. Sweet and natural. I like her videos. 0
+608 I love that you subscribed 1
+609 Hey ! I know most people don't like these kind of comments & see at spam, but I see as free advertising . So please check out my cover of Sparks Fly by Taylor Swift ! It is not the best ever I know, but maybe with some encouraging words of wisdom from many of you I can become better! Please go to my channel and check it out ! 1
+610 Follow me watch my videos :) Follow me watch my videos :) Follow me watch my videos :) Follow me watch my videos :) Follow me watch my videos :) Follow me watch my videos :) Follow me watch my videos :) 1
+611 I like you . Katy Perry 600▲60▲6▲ 0
+612 She named the tiger Kitty Purry No, seriously, she did, check the video 0
+613 i think they were drunk when they shot the first half of the video and then the sec on half comes in, and her boobs are magically bigger and she's more beautiful suddenly, and the dude practically vanishes 0
+614 This comment will randomly get lot's of likes and replies for no reason. I also like Jello. Strawberry jello. 0
+615 I <3 Katy Perry! 0
+616 Subscribe me please 1
+617 katy perry is awesome 0
+618 For latest movies 2014 please visit this site http://www.networkedblogs.com/p/11cPWb?ref=panorama 1
+619 https://www.reverbnation.com/slicknick313/songs 1
+620 Watch Maroon 5's latest 2nd single from V (It Was Always You) www.youtube. com/watch?v=TQ046FuAu00 1
+621 Please subscribe every sub gets a shout out tell me what type of videos u want and I will try make it happen 1
+622 Since when has Katy Perry had her own YouTube channel? 0
+623 https://soundcloud.com/artady please check my stuff; and make some feedback 1
+624 Roar is without a doubt your best song...feel good song with a message for everyone. Good job Katy 0
+625 Sign up for free on TSU and start making money on social media add/follow me and ill add follow you!! http://tsu.co/Roberts9010 1
+626 Put famous people in the jungle for an hour and look what happens. 0
+627 This video is so racist!!! There are only animals. 0
+628 She is fit 0
+629 I fucking hate her. Why? Because she don't write her songs she got producers for that. Second why tha fack is she in every song almost nude mayby because she's an attention hooker. 0
+630 I did a cover if u want to check it out THANK U.....Michael Age 8 1
+631 I really don't understand how this has 600 million views lol. I'm not hating or anything, it's just confusing. 0
+632 my son love so much 0
+633 Hey guys plz check out my youtube channel to c funny 2 girls 1 cup reaction thanks and plz subscribe! Thanks 1
+634 In my opinion I think you look better with black hair then blond hair : ) 0
+635 http://psnboss.com/?ref=2tGgp3pV6L this is the song 1
+636 I love this song, it´s for empowering every woman :) "you´re gonna hear me roar" ;) 0
+637 I LOVE YOU KATTY PERRY <3 0
+638 Nicee!!sabrosura viva https://soundcloud.com/yerki-elinmigrante/yerki-myb-move-your-body 1
+639 http://www.billboard.com/articles/columns/pop-shop/6174122/fan-army-face-off-round-3 Vote for SONES please....we're against vips....please help us.. >.< 1
+640 Subscribe to My CHANNEL 1
+641 Katy Perry - Roar (Official) #soundsofsunday #music 0
+642 Hi Guys! check this awesome EDM & House mix :) thanks a lot.. https://soundcloud.com/soundhase/edm-house-mix-2 1
+643 Awesome video this is one of my favorite songs😀😀😀😀😀😀😀❤️❤️❤️❤️❤️❤️❤️❤️💎💎💎💎💎💄💄💄💄💋💋💋💋 0
+644 The song is very good ...but the video makes no sense...just a nonsense video...I mean she is telling her story of being stuck on an island, but the song doesn't fit in the situation...but nvm...The song is good 0
+645 http://www.bubblews.com/news/6401116-vps-solutions 1
+646 THIS IS A COMPETITION TO MEET MY IDOLS, IT WOULD MEAN SO MUCH IF YOU GUYS WILL LIKE THIS PIC ON IG! http://instagram.com/p/smZdivopxb/ 1
+647 I love the song roar it make me think am fill the way 0
+648 Www.youniqueproducts.com/joannagordon Younique by Joanna Gordon www.youniqueproducts.com 1
+649 Love it 0
+650 Hii youtube 0
+651 Where did she find all that make up in a freakin jungle?! 0
+652 You gonna hear me ROARRRR..... 0
+653 Hey Guys, I know you tend to skip these comments, but Take a look first. I am Free Fire, A Big Room, Progressive House, Deep House, Dubstep & Chillstep Producer from a small town in Missouri. Down here, I have no support from the community, and all I really ask is some critiquing, Support, and Views. My Music has gotten much better then what it was 10 months ago, and I promise my new content should be more then satisfying. Soon I should be able to advertise and I wont pester you guys anymore. So gimme a chance and check out my music, thanks and god bless. 1
+654 You are all sheep, period. This is terrible music. 0
+655 I love this song!!! 0
+656 People who believe in Illuminati are stupid the same people believe that 911 was made by the American government 0
+657 She's got it all. Incredible voice, extremely hot, nice tits 0
+658 I love katy fashions tiger, care to visit my blog sinar jahitan I also have the tiger collections tqvm 1
+659 http://minhateca.com.br/mauro-sp2013/Filmes+Series+Desenhos+Animes+Mp3+etc 1
+660 GO TO MY CHANNEL and check out my written songs 1
+661 That was very good I mean very very much good 0
+662 NOKIA spotted 0
+663 This looks so fun and it's a good song 0
+664 Hi everyone! Do you like music? Then why not check out my music channel. The LEXIS band will be uploading their own songs and covers soon so don't miss out. Please SUBSCRIBE too as it does help us out a lot. Just takes one click. -> 1
+665 This Song Was Good Until It Got Overplayed The Hell Out Of On Radio 0
+666 VOTE FOR KATY FOR THE EMAs! #KATYCATS http://tv.mtvema.com/artists/katy-perry/i38xh1 1
+667 https://www.facebook.com/profile.php?id=100007085325116 1
+668 Hey guys! Can you please SUBSCRIBE to my channel,because I'm gonna filming a video so hope you guys like it and thank you so much for you're support! Xoxo,Leah! <3 1
+669 http://thepiratebay.se/torrent/10626835/The.Expendables.3.2014.DVDSCR.Xvid-DiNGO 1
+670 hi beaties! i made a new channel please go check it out and subscribe and enjoy! 1
+671 http://www.ermail.pl/dolacz/UnNfY2I= Please click on the link 1
+672 subscribe to me 1
+673 who is going to reach the billion first : katy or taylor ? 0
+674 Its a good song and i like her video clip, because its a bout a girl that her airplane crashed on a land far far away... and she found the way to survive! And i love the pet tiget too( Kitty Purpy) lol :D 0
+675 Hey guys! Please join me in my fight to help abused/mistreated animals! All fund will go to helping pay for vet bills/and or helping them find homes! I will place an extra emphasis on helping disabled animals, ones otherwise would just be put to sleep by other animal organizations. Donate please. http://www.gofundme.com/Angels-n-Wingz 1
+676 "....because I AM a champion...and you're gonna hear me roar!" Today I AM my own champion Today I AM a champion for the Creator Today I AM doing positive in my world Today I AM blessing and healing all around me Today I AM successful and creating success 0
+677 This song is so AWESOME!!!She made everything stand out and all the viewers could imagine themselves at the setting of the video. Awesome Job Katy Perry!!!! 0
+678 I loved, she is amazing.. OMG your eyes*_* 0
+679 blue eyes, can't be trusted. uranus bless america. 0
+680 PLEASE VOTE FOR ME FOR THE WET SEAL MODEL 2015 CONTEST! MY INSTAGRAM USERNAME IS destinyforever_ http://www.wetseal.com/modelsearch15/modelsearch15.html 1
+681 HAPPY BIRTHDAY KATY :) http://giphy.com/gifs/birthday-flowers-happy-gw3JY2uqiaXKaQXS/fullscreen (That´s not me) 1
+682 really want this video to get 1 billion views, would be amazing! 0
+683 want to win borderlands the pre-sequel? check my channel :) 1
+684 I #votekatyperry for the 2014 MTV #VMA Best Lyric Video! See who's in the lead and vote: http://on.mtv.com/Ut15kX 1
+685 She's an old Whore! 0
+686 Perfect! <3 0
+687 Your going to hear me Roar !!!! :-)))) #soundsofsunday 0
+688 I started hating Katy Perry after finding out that she stole all of the ideas on her videos from an old comic book. Yet, her music is catchy. 0
+689 this video is very inaccurate, a tiger would rip her face of 0
+690 Hi! I would appreciate it if you all could help to like this poster on Facebook: https://www.facebook.com/nyghdramafest2014/photos/a.333608120156973.1073741830.327568907427561/333607726823679/?type=3&theater 1
+691 My honest opinion. It's a very mediocre song. Nothing unique or special about her music, lyrics or voice. Nothing memorable like Billie Jean or Beat It. Before her millions of fans reply with hate comments, i know this is a democracy and people are free to see what they want. But then don't I have the right to express my opinion? Please don't reply with dumb comments lie "if you don't like it don't watch it". I just came here to see what's the buzz about(661 million views??) and didn't like what i saw. OK? 0
+692 This song makes me want to drink bleach 0
+693 Please check out my acoustic cover channel :) thanks 1
+694 great song you go katy! 0
+695 https://m.facebook.com/story.php?story_fbid=764484966942313&id=754989901225153&ref=stream gf 1
+696 Check out my covers I have a video coming out please subscribe 1
+697 Thank you KatyPerryVevo for your instagram likes @axeljonssons 1
+698 Are those real animals 0
+699 check out mah girl it duh shit yo 1
+700 2011- the last year of decent music. 0
+701 Check out this playlist on YouTube: 1
+702 That shake and that golden and black robot were really partying 0
+703 likeeeeeeeee 0
+704 Check out this video on YouTube:<br /><br /> 1
+705 Hi everyone! Do you like music? Then why not check out my music channel. The LEXIS band will be uploading their own songs and covers soon so don't miss out. Please SUBSCRIBE too as it does help us out a lot. Just takes one click. -> 1
+706 Check out this playlist on YouTube: 1
+707 super nice, love musique 0
+708 2015 LIKEEE 0
+709 Check out my youtube channel for cool beatboxing (: 1
+710 they Shuffle hard that they made an Earthquake in Nepal 0
+711 So,cool！！ 0
+712 This awesome song needed 4 years to reach to 800 mil views while Tango Switch bitch needed 1 year. its not fairrrrrrr 0
+713 Check out this video on YouTube: 1
+714 Check out this video on YouTube: 1
+715 Check out this video on YouTube: 1
+716 Guys lmfaois going to have a reunion on June/27/15 at expo Idaho gardens there going 2 performe live and there's going 2 be a press conference after to answer questions about were there been its all live on my channel I got publishing rights subscribe to my channel to watch the whole thing if u don't believe me look it up hope to see all u true fans there and yes it's free 1
+717 Check out this video on YouTube: 1
+718 870,000,000 views...566,000 comments...oh my lanta 0
+719 Check out this video on YouTube: 1
+720 epic 0
+721 Hey Guys Jaylan Here And I Just Wanted Everybody To Know if Yall Can Subscribe Please That Would Be Great! This Is My New Gaming Channel (Have Not Uploaded Yet)But I Will Upload If I Hit About 10 Subs Thank You :D 1
+722 go check out our video 1
+723 I LOVE YOUR SONGS 0
+724 This the best song i ever hire<br /> 0
+725 I love it 0
+726 Stop,is a very TOP 1 0
+727 Check out this video on YouTube: 1
+728 Check out this playlist on YouTube: 1
+729 Check out this video on YouTube: 1
+730 wow!!!!!! increible song!!!!!!!!! 0
+731 Wow dance show 0
+732 Check out this video on YouTube: 1
+733 los invito a subscribirse a mi canal 1
+734 Cool Video LMFAOVEVO! You should check out my shuffling videos on my channel when you get the chance. It's much appreciated. Cheers! <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23EveryDayImVaping">#EveryDayImVaping</a> ;-) 1
+735 I remember back when this was so popular everyone on our school was shuffling it was crazy 0
+736 View 851.247.920<br /><br /> Best youtube Video<br />If Subscribe to My Channel please!<br />Thank you! <3<br /><br />Melhor Vídeo do youtube<br />Se Inscreva no Meu canal por favor!<br />Obrigado! <3<br /><br />Mejor Video youtube<br />Si suscriba a mi canal por favor!<br />Gracias! <3<br /><br />Meilleur vidéo youtube<br />Si vous abonner à Ma Chaîne se il vous plaît!<br />Merci! <3 1
+737 Shuffling all the way with LMFAO! I like this one, wish I could shuffle like these crazy dudes 0
+738 Thumbs up if you're watching in 2015 0
+739 Check out this playlist on YouTube:י<br /><br /><br /><br />⛺🏤⛺⛺ 1
+740 Shuffle 0
+741 Check out this video on YouTube: 1
+742 Check out this playlist on YouTube: 1
+743 I fuckin love this song!<br /><br /><br />After, I'm sexy and I know it 0
+744 Check out this video on YouTube: 1
+745 Check out this video on YouTube:<br />Looking for my wood pile...<br />Anyone seen it? Hmm?'<br />How bout some pie now <br />Ladies?' 1
+746 watch this with sound off! 0
+747 Check out this video on YouTube:..🌈🌈🌈 1
+748 SUBSCRIBE TO MY CHANNEL 1
+749 Subscribe to me if u think "swag" is fucking stupid 1
+750 cool song ever good thing its here 0
+751 YouTube collaborator's anyone? subscribe to me, I'll subscribe back. I also will start uploading more YouTube videos. <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23LMFAO">#LMFAO</a> 1
+752 Check out this video on YouTube: 1
+753 Check out this video on YouTube: 1
+754 Check out this video on YouTube: 1
+755 Check out this video on YouTube: 1
+756 Check out this video on YouTube: 1
+757 not 2 million view anymore :)) 0
+758 never gets old 0
+759 Check out this video on YouTube:الإعلانات<br /><br /><br /><br /><br /><br />لل 1
+760 Check out this playlist on YouTube: 1
+761 man check out the raps on my channel im better rapper than these nigger fools 1
+762 Check out this video on YouTube: 1
+763 Check out: My Hood Doh, by Flixter Nossnevs 1
+764 subscribe to my chanell 1
+765 Check out this playlist on YouTube: 1
+766 i love this song so much!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 0
+767 Subscribe I'll subscribe back 1
+768 i'm watching this on summer 2015 0
+769 Check out this video on YouTube: 1
+770 What's with the guys jacket? 1 sleeve and a sleeveless arm 0
+771 LMFAO!!!!!!!! 0
+772 LMFAO is CRAZY DOPE!!! CHeck out my music on my channel if you have a minute, it would mean a lot. Much love!! 1
+773 :) 0
+774 Love this soooooooooooooooooooooooooooooooooooooooooooooooooo much 0
+775 I am going to blow my mind 0
+776 Gooooood 0
+777 Check out this playlist on YouTube:a 1
+778 Check out this playlist on YouTube: 1
+779 very good song:) 0
+780 I lovee it ♥ 0
+781 3m subscribers but look at the views its 700 million wtf :P 1
+782 Check out this video on YouTube: 1
+783 Check out this video on YouTube:jjiwajwkajajqjaubkm 1
+784 Party Rock<br /> 0
+785 This is so cool,why haven't I heard this before? 0
+786 You are the music hero😍😎 0
+787 mindblowing dance.,.,.superbbb song 0
+788 just :( superr!!! 0
+789 Who df is Lauren Bennett.. 0
+790 Who knows the name of that girl?.. and that one.. and that one... 0
+791 ALL SCHOOL DROP OUTS I KNEW AS FRIENDS BEFORE THEY DECIDED TO DROP SCHOOL THINK THERE IS NO NEED FOR AN ID CARD OR A CERTIFICATION TO PROVE YOU ARE AN EDUCATED CLEAN IN CRIMINAL RECORD TALENTED PERSON TO WORK IN ANY ENTERTAINMENT FIELD WORLDWIDE. THEY THINK THEY COULD BE RICH ENTERTAINERS BY CONSOLIDATING WITH ACTORS / ACTRESSES AS WELL AS SINGERS FOR A SHARE OF PROFIT(S). 1
+792 like this comment if you're watching this video when big bang happened<br />i do 1
+793 if watching in 2015 subscribe to <span class="proflinkWrapper"><span class="proflinkPrefix">+</span><a class="proflink" href="https://plus.google.com/104999962146104962510" oid="104999962146104962510">SuperMarioLogan</a></span> 1
+794 like this comment if your watching in 2015 or 2016 1
+795 Good 0
+796 Why sooooo many downs? 0
+797 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨<br />NOW THAT I HAVE YOUR ATTENTION!!! 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨SUBSCRIBE TO MY CHANNEL!!!<br />🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨<br />GRACIAS!💋<br />🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 1
+798 this song is fu cking awesom!!!!!!! 0
+799 Lets party 0
+800 subscribe to my channel yo - DJ Feelz 1
+801 More views than nikki minaj Anaconda 0
+802 Check out this video on YouTube: 1
+803 are there people who like this shit? hahahahah :P<br />this isn't even real music.......... it's computer-based music.....<br />well done music industry..... 0
+804 Nezo and Ed<br />Like&share this page on facebook please 1
+805 Good times. 0
+806 old and good song 0
+807 XD I WAS GOING CRAZY FUCKIN CRAZY WATCHIN THIS BRAH 0
+808 LIKE AND SUBSCRIBE 1
+809 Check out this video on YouTube: 1
+810 lol so funny love it 0
+811 <a href="http://www.youtube.com/watch?v=KQ6zr6kCPj8&t=2m19s">2:19</a> best part 0
+812 Check out this video on YouTube: 1
+813 Every day I'm Shuffling ! 0
+814 Check out this video on YouTube: 1
+815 Check the shit out on my channel<br /><br /><br />SUBSCRIBE YOU WILL LIKE IT 1
+816 Check out this video on YouTube:it is a old track but it still bad 1
+817 Awesome 0
+818 Come subscribe 1
+819 Almost 1 billion views, nice. 0
+820 wait I SAW A KID NOT KIDDING 0
+821 everyday I'm shufflin 0
+822 Check out this playlist on YouTube:<br /><br /> 1
+823 Omg 0
+824 omg 0
+825 Check out this video on YouTube: 1
+826 Check out this playlist on YouTube:hbbhhhgh 1
+827 Who else saw jesses dancing sorry if I spelled it wrong peace✌ 0
+828 everyday I'm shufflin 0
+829 hi everyone this is cool check out sexy and i know it 1
+830 Check out this video on YouTube:hjalp 1
+831 good party 0
+832 I miss this song. 😢 0
+833 :3 0
+834 my favorite song 0
+835 Check out this playlist on YouTube: 1
+836 I could finally do the spongebob but I started yesterday XD 0
+837 Who's watching in 2015 Subscribe for me ! 1
+838 shuffle!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 0
+839 Check out this video on YouTube: 1
+840 Check out this video on YouTube: 1
+841 In my head this is like 2 years ago.. Time FLIES 0
+842 Party rock! XD 0
+843 share your thoughts 1
+844 Take a look at this video on YouTub<br />You 1
+845 I miss when people dressed like this. 0
+846 This Will Always Be My Favorite Song<br />But My Favorite Part Is <a href="http://www.youtube.com/watch?v=KQ6zr6kCPj8&t=3m40s">3:40</a>-<a href="http://www.youtube.com/watch?v=KQ6zr6kCPj8&t=4m11s">4:11</a> In The Video 0
+847 cooooooooooooolllllllllll 0
+848 Check out this video on YouTube: 1
+849 awesome 0
+850 subscribe 1
+851 Check out this video on YouTube:fb i 1
+852 HOW MANY THUMBS UP FOR LOUIS SAVING THE DAY!?!? 1
+853 Check out this playlist on YouTube:👿👳👳👳👳👳 1
+854 1000000000 views. 0
+855 Check out this video on YouTube: 1
+856 Please subscribe to my channel!Thanks! 1
+857 Check out this video on YouTube: 1
+858 this is increidebl 0
+859 JUST DANCE 3 😂😂😂 0
+860 Wow I love it 0
+861 everyday i'm subscribe 1
+862 Check out this video on YouTube: 1
+863 Check out this video on YouTube: 1
+864 Like this comment, guys i just started up a new channel if i can get 200 subscribers by tonight ill do a $20 paypal giveaway like this comment so your friends can see it or others and they can also be entered GO !!! 1
+865 i want to be that robot guy... 0
+866 Anyone else think this video theme is a bit of an insult to 28 days later? 0
+867 subscribers please` 1
+868 OOOOO SHUFFLLLLLLLLLLLLLLLLLLLLLLINNNNN 0
+869 Party rock anthem is love,party rock anthem is life 0
+870 SERIOUSLY HOW DID THEY COME UP WITH THAT BEAT IT IS INSANELY GOOD HOLY FUCK 0
+871 Dance :) 0
+872 cool 0
+873 2015!! LLIKEE!! 0
+874 LMFAO - Party Rock Anthem ft. Lauren Bennett, GoonRock. 0
+875 Check out this video on YouTube: 1
+876 Check out this video on YouTube: 1
+877 Check out this video on YouTube: 1
+878 Please become my first subscriber. Thank you. 1
+879 Laughing My Fucking Ass Off!!! 0
+880 i like this steps... 0
+881 give it a like 1
+882 Dear friends please subscribe to my channel I will be very glad to see You virucide ;-) 1
+883 Check out this video on YouTube: 1
+884 love this song 0
+885 Check out our app to solve all your party/drunk problems! <br /><a href="https://play.google.com/store/apps/details?id=vn.ibit.AppLocker&hl=en">https://play.google.com/store/apps/details?id=vn.ibit.AppLocker&hl=en</a> 1
+886 PLEASE DON'T LIKE THIS COMMENT IF YOU ARE WATCHING IN 2015!!!!!!!!!!! 1
+887 The best song ever! 0
+888 The best Song i saw ❤️❤️❤️❤️❤️❤️❤️❤️😍😍😍😍😍😍😍😘😘😘😘😘😘😘😘 0
+889 Party rock 0
+890 I learned the shuffle because of them 0
+891 Tuto to subscribe to my channel because you should sign up for 17 l please thank you I'd do anything for you to sign up a lot of good video I usually do! 1
+892 every bady yust have a good time 0
+893 Best for partying 0
+894 Take a look at this video on YouTube: 1
+895 Love your song makes me happy 0
+896 why does the world not shuffle??? 0
+897 Why did they stop their career in music? This music rocks ! 0
+898 Why do I feel like as if Gangnam style copied their song from this?! 0
+899 5th most viewed video.. i guess 0
+900 Like this comment if you are watching on a phone 1
+901 At 500 subscribers i'm sky diving help me reach my goal <3<br />Trust me, i'm a doctor. :) 1
+902 Check out this video on YouTube: 1
+903 This is my favorite song ever love this Party Rock It Everybody!!!! 0
+904 Love this song makes me wanna dance! 0
+905 I love this song so much 0
+906 THUMBS UP FOR ROBO GUY BABY 0
+907 Very Nice ! 0
+908 EVERYONE PLEASE SUBSCRIBE TO MY CHANNEL OR CAN YOU ALL JUST GO LOOK AT MY VIDEOS 1
+909 like this comment please 1
+910 still.. this reminds me of 1 years back when i was do shuffle everyday 0
+911 when i see this back in 2015 i ask myself how people got to like this song. seems like Gangnam style copied this style though, might just be me but yea 0
+912 Like this comment if you still jam out to this song after 4 years 1
+913 LIKKEE 0
+914 Check out this video on YouTube: 1
+915 this video has 800+m views<br />and the channel got 3m subscribers 1
+916 hi guys please check out my vids , i will promos to subscribe to you to 1
+917 Check out this video on YouTube: 1
+918 Omg can this be the first video on YouTube to hit 1 billion views like this comment of you agree. 1
+919 Check out this video on YouTube: 1
+920 Party rock due and duel 0
+921 Check out this video on YouTube: 1
+922 subscribe me plzzzzzzz plzzzzzzzzzzzzzzzzzzzzzzzzzzzzzzz 1
+923 fucking love it omg :v 0
+924 Like this comment for no reason 1
+925 Need money ? check my channel and subscribe,soon will post how to get it ) 1
+926 This song is just really fun 0
+927 Check out this playlist on YouTube: 1
+928 I like so much this music, good 0
+929 Subscribe 1
+930 ░░░░░░░/\░░░░░▄▐<br />░░░░░░/ \░░░▄██▄<br />░░░░░/ (o) \░░░░░▀█▄<br />░░░░/ \░░░░░░▀█▄<br />░░░/__ \ ░▄▄▄▄▄▀▀<br />░░░░▄▄▄██▀▀▀▀<br />░░░█▀▄▄▄█░▀▀ YOU HAVE BEEN SPOOKED BY THE SPOOKINATI<br />░░░▌░▄▄▄▐▌▀▀▀<br />▄░▐░░░▄▄░█░▀▀ SHARE THIS TO 666 PEOPLE TO BE UNSPOOKED <br />▀█▌░░░▄░▀█▀░▀ <br />░░░░░░░▄▄▐▌▄▄<br />░░░░░░░▀███▀█░▄<br />░░░░░░▐▌▀▄▀▄▀▐▄<br />░░░░░░▐▀░░░░░░▐▌<br />░░░░░░█░░░░░░░░█<br />░░░░░▐▌░░░░░░░░░█<br />░░░░░█░░░░░░░░░░▐▌ 1
+931 Check out this video on YouTube: I 1
+932 No one makes me wanna party like LMFAO does... I just wanna rage every time one of these songs comes on. The only other band that does that is "On the Rocks Inc." those kids know how to party 0
+933 you cant stop the shuffle 0
+934 Subscribe My Channel 1
+935 Abomination! Subscribe if you agree :| party here in my channel. cool lights. 1
+936 Like this comment for no reason 1
+937 Hey guys subscribe to my chanel and i will subscribe back and like all your vids :)<br /><br /> 1
+938 Wow;) 0
+939 Check out this video on YouTube: 1
+940 2015<br />I like video 0
+941 Check out this video on YouTube: 1
+942 Very Nice !!!<br />Yeah Fucking. 0
+943 Ahhh back when my life didn't suck... 0
+944 Its funny that Mahogany is there lmao, I actually didn't know that her brother and uncle are part of LMFAO 0
+945 Check out my music niggas 1
+946 SUBSCRIBE MY CHANNEL PLEASE LOL PRO PLAYS) 1
+947 Yeah! Let's start the party! 0
+948 Can i get views and subscribers for no reason? 😅 1
+949 Check out this funny video "Cereal Box Knocks out Baby" on my channel. 1
+950 Check out this video on YouTube: 1
+951 Check out this video on YouTube: 1
+952 I love this song so much 0
+953 Best Music Ever!!! 0
+954 Super awesome video<br /> 0
+955 Check out this video on YouTube: 1
+956 Check out this playlist on YouTube: 1
+957 This song is just insane.<br />Do you dance listening to this song?( i do, lol) 0
+958 Remeber when this song was good 0
+959 like if ur watchin in 90000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000 1 1
+960 Way was their a guy warring a robot head. 0
+961 Dang Dat little kid gat moves 0
+962 Check out this video on YouTube: 1
+963 I came here because of Vanoss. 0
+964 I know it old song but (like) if you watching in 2015 0
+965 Check out this video on YouTube:opponents mm <br /><br /><br /><br />--•[••••=====++¥¥£££<br /> 1
+966 Check out this video on YouTube: 1
+967 Check out this video on YouTube: 1
+968 This Song is AWESOME!!!! 0
+969 Check out this video on YouTube: 1
+970 HOW DO YOU PUT A PICTURE FOR YOUR IMAGE THINGIE?!?! 1
+971 subscribe to <span class="proflinkWrapper"><span class="proflinkPrefix">+</span><a class="proflink" href="https://plus.google.com/104999962146104962510" oid="104999962146104962510">SuperMarioLogan</a></span> if you thot the robot dudes r epic and awsome 1
+972 Support the fight for your 4th amendment right to privacy in your home and business. Stop the NSA spying on Americans with the un Patriot Act Renewal. Rand Paul has spent 10.5 hours on the Senate floor in a Protest and Filibuster fighting for our Constitution that this Nation is founded on. Join the fight at Rand Paul dot com. Spread The Word. We Have Someone That Cares About Our Nation. Email your Senators, Congress men and women, tell them to support Rand. Tell the news to support Rand too. Senator Rand Paul was up until <a href="http://www.youtube.com/watch?v=KQ6zr6kCPj8&t=1m00s">1:00</a> am this morning fighting for our Constitution. 1
+973 Check out this video on YouTube: 1
+974 like the songs 0
+975 Love this song makes me wanna dance! 0
+976 The best song ever! 0
+977 I hate it when Laura Bennett comes in 0
+978 Check out this video on YouTube: 1
+979 Love this song makes me wanna dance! 0
+980 Ummm... I just hit 1k subscribers. I make Minecraft videos. Help me out by checking me out? 1
+981 Memories 0
+982 WELL THIS DUDES FADED THE FUCK OUT! 0
+983 I remember when this used to be so popular all around at the time.<br />I still love it. 0
+984 sorry to all my haters<br /><br /><br /><br /><br /><br /><br /><br /><br /><br /><br /><br /><br />for party rock en 0
+985 Check out this video on YouTube:<br /><br /><br /><br /> 1
+986 Check out this playlist on YouTube:<br /><br /> 1
+987 White people are going extinct for more information subscribe to my channel or search for videos on "white genocide" thank you 1
+988 EVERYONE PLEASE GO SUBSCRIBE TO MY CHANNEL OR JUST LOON AT MY VIDEOS 1
+989 Check out this video on YouTube: 1
+990 Very good! Like! :D 0
+991 😼👍😏 Like This Comment 😏👍😼 1
+992 Check out this video on YouTube: 1
+993 SUBSCRIBE me. if you do that leave your name so i can subs back 1
+994 Check out this playlist on YouTube:a 1
+995 Check out Melbourne shuffle, everybody! 1
+996 Check out this video on YouTube: 1
+997 Check out my dance videos!! You won't be disappointed!! <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23KingLoTheDancer">#KingLoTheDancer</a> 1
+998 Looooooooove this song!!!!!!!!!:)))))) 0
+999 Love these guys, love the song! 0
+1000 Check out this video on YouTu 1
+1001 LMFAO best songs ever! 0
+1002 Check out this video on YouTube: 1
+1003 Check out this video on YouTube: 1
+1004 love lmfao party rockin keep it going 0
+1005 Check out this video on YouTube: 1
+1006 Awsome<br /> 0
+1007 cool cool cool cool cool cool cool 0
+1008 Remeber the good ol' days when songs weren't about butts. 0
+1009 hey guys im 17 years old remixer and producer and i want you guys to help me checking my videos i am sure you will love those music if you love them then subscribe so you will know more about me:) 1
+1010 Party time! 0
+1011 Man this song really does get in your bones - one minute I'm nearly dosing off to sleep - the next I'm shuffling like crazy with hot feet XD 0
+1012 This was such an epic track. And the video is awesome! 0
+1013 Check out this video on YouTube: 1
+1014 Check out this video on YouTube: 1
+1015 <a href="https://m.freemyapps.com/share/url/505b0232">https://m.freemyapps.com/share/url/505b0232</a> 1
+1016 Subscribe if you are watching in 2015 1
+1017 i was born in the wrong generation 0
+1018 Hey ! Subscribe to me for the peace in the world ! ♥ 1
+1019 Check out this video on YouTube: 1
+1020 Check out this video on YouTube: 1
+1021 pleas subscribe on me for ps4 games video <br /><i>______________________________</i><br />if you have som tips so contact me on kik or skype<br /><i>______________________________</i><br />Kik: pander26<br />Skype: sander.nicolaysen2<br /><i>______________________</i><br />pleas subscribe on me and Kashoo Gaming 1
+1022 SUBSCRIBE!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 1
+1023 that time in 2011 where this shirt was cool 0
+1024 music yeah 0
+1025 I'm A SUBSCRIBER 1
+1026 LMFAO IS THE BEST 0
+1027 wowwwwwwwwwwwwwwwwwwwwwwwwwwwwww 0
+1028 Check out this playlist on YouTube: 1
+1029 I shuffled while listening to this song. THE ILLNESS IS SPREADING!! 0
+1030 HAHAA THIS DANCE IS TIGHTTTT<br /><br />I know y'all "…ain't got time for MY demo man" but check out some of my stuff<br /><br />Slappers on slappers on bangers! Click that link below to peep game! ENJOY. <br /><br /><a href="https://soundcloud.com/rocc-steady/wave-emoji-prod-by-nippylongbottom-cyber-punk">https://soundcloud.com/rocc-steady/wave-emoji-prod-by-nippylongbottom-cyber-punk</a> 1
+1031 Beautiful song 0
+1032 Check out this playlist on YouTube: 1
+1033 Check out this video on YouTube: 1
+1034 LMFAO! 0
+1035 Check out this video on YouTube:<br />Gotta dance and just have a blast every time I hear this song !!!! Just ❥love❥ it!<br /> 1
+1036 I like it<br /> 0
+1037 Best song ever!!!! 0
+1038 Like this in 2015! :D 0
+1039 Check out this playlist on YouTube:🍴🍴🏄🏄🏄🍴🏄🏄🏄🏄🏊🏊🏊🏊🍴🍴🍴🍴🍴🏂🏂🏂🏂🏂🏆🍸🍸🍸🍸🏆🍻🍗🍵🍟🍟🍟🍟🍴🍕🍕🍕🍕🍕🍕🍕🍕🍕🍕🍕🍕☕️🎣🎣☕️🍕🍕🎣🎣🎣🎣🎣🎣🎣🎣🎣🎣☕️🎣🍕🍔🍔🎣🎣☕️🎣🍹🍹🏂🏂🍹🎿🏆 1
+1040 <br />Please help me get 100 subscribers by the end of the night. Thx 1
+1041 I just wanna see how many people like this comment. I'll give it a month or so :) 1
+1042 We can have a party next share 1
+1043 Check out this playlist on YouTube: 1
+1044 want a sub? tell me about your channel and i will subscribe (with a couple exceptions) 1
+1045 And i´m Shufflin still today :D 0
+1046 Thumbs up if FE-FE-FE-FE-FEGELEIN brought u here 1
+1047 Loves it 0
+1048 Likeeee 0
+1049 Party Rock....lol...who wants to shuffle!!! 0
+1050 <a href="http://www.gofundme.com/Helpmypitbull">http://www.gofundme.com/Helpmypitbull</a> Can you please donate to help my pitbull PLEASE!!! I just need 50 dollars to take it to the vet!!! 1
+1051 Check out this video on YouTube: 1
+1052 Like this comment for no reason. 1
+1053 Check out this video on YouTube: 1
+1054 Ah. Good old times (: 0
+1055 wierd but funny 0
+1056 Thumbs up if you watched it in 2011 0
+1057 Help me get 10000000 subscribers by tomorrow!<br /><br /><br /><br /><br /><br /><br /><br /><br /><br /><br />(Joking don't get butt hurt) 1
+1058 Subscribe to my channel ! 1
+1059 Hello from Russia comes to the channel subscribe 1
+1060 NICE GIRL :D 0
+1061 Let get this video to one billion views 0
+1062 Check out this video on YouTube:lo 1
+1063 Its 2015 and still shuffling to this song🎶🎵🎧 0
+1064 Nice 0
+1065 BEST PARTY SONG LITERALLY PARTY ROCK IS IN THE HOUSEE TONIGHT!!!! 0
+1066 Check out this video on YouTube: 1
+1067 Lol check out my chanell and subscribe please i want 5000 subs thats it im nearly their now 1
+1068 Check out this video on YouTube: <br /> 1
+1069 like this comment if ur watching this on 2015 1
+1070 Hey plz check out my music video. Thanks!! :-) 1
+1071 Its funny because I listen to rock and death metal. But i like this. 0
+1072 Yo like what up this song is fricking beast anywon herd the see mee rollin or I woke up in a new Buggti check out nuketown rap I was shooting in it see my nice quick scoping things training for faze adoult freind sang I was at my freinds house doing it we just had the rap going and we were doing fun things 1
+1073 NICE :3 0
+1074 2015 <3 0
+1075 Check out this video on YouTube: 1
+1076 I like this song<br /> 0
+1077 Good video 0
+1078 Check out this video on YouTube: 1
+1079 OH SHIT THIS WAS UPLOADED ON MY BIRTHDAY, finally my birthday isnt a curse, because on this day maylaysia airlines went missing, so i thought my birthday was a curse xD 0
+1080 Do not like this comment if you are not watching in 2004 1
+1081 Check out this playlist on YouTube: I tried 1
+1082 Men stop being naive idiots believing in love and believing that women actually respect you. Want a more fulfilling drama fee life? Check out MGTOW. There are many channels here on YouTube that you can chose from which will give you all the information needed. (Caution: Not for men who enjoy being disposable providers of utility) 1
+1083 LIKE AND SUBSCRIB IF YOU WATCH IN 2015 ;) 1
+1084 the views...... They're over 90,000!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 0
+1085 <a href="https://m.freemyapps.com/share/url/10b35481">https://m.freemyapps.com/share/url/10b35481</a> 1
+1086 EVERYONE PLEASE SUBSCRIBE TO MY CHANNEL OR CAN YOU ALL JUST GO LOOK AT MY VIDEOS 1
+1087 Check out my YouTube channel I can rap 1
+1088 this very good so I dance with some companions front of the whole school 0
+1089 5 years... 0
+1090 Check out this playlist on YouTube: 1
+1091 Check out this playlist on YouTube: 1
+1092 Damn, this was everywhere 0
+1093 IIIIIIIIIII LOVE THIS SHAKE IT SONG OH SORRY EVERY SHAKE IT SONG I LIKE WATCH SUBSCRIBE AND NEVER UNLIKE BROOOOO!!!!!!!!!!! SHAKE IT UP 1
+1094 Check out this playlist on YouTube:pl 1
+1095 Check out this video on YouTube 1
+1096 Best song ever 0
+1097 Subscribe to my channel <br />Tweet & Follow me on twitter //therealterrell_ <br />And I will follow you back 👀 1
+1098 SUP GUS THIS IS A VIDEO FOR PEOPLE WHO LOVES PARTY ROCK SO THANKS FOR WATCHING AND PLEASE SUBSCRIBE:)!! 1
+1099 4 fucking years are fucking past so fucking fast fuck..... 0
+1100 Check out this video on YouTube: 1
+1101 I like how the robot shuffles he shuffles good 0
+1102 Party in da 🏠 tonight 👐👐👐👐👐👐 0
+1103 check it out free stuff for watching videos and filling surveys<br /><br /><a href="http://www.prizerebel.com/index.php?r=1446084">http://www.prizerebel.com/index.php?r=1446084</a> 1
+1104 Nice 0
+1105 this song is awesome. these guys are the best. love this video too its hilarious lol. im getting popular fast because i rap with meaning. thumbs up if you piss next to the water in the toilet so it doesnt make noise 1
+1106 CUTE :) 0
+1107 Check out this video on YouTube:Qq 1
+1108 Hey guys, I'm a human.<br /><br /><br />But I don't want to be a human, I want to be a sexy fucking giraffe.<br /><br /><br />I already have the money for the surgery to elongate my spinal core, the surgery to change my skin pigment, and everything else! Like this post so others can root me on in my dream!!!!<br /><br /><br />Im fucking with you, I make music, check out my first song! <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23giraffebruuh">#giraffebruuh</a> 1
+1109 Check out this video on YouTube: 1
+1110 Youtube comments in a nut shell:<br /><br />.First<br />.301 club<br />.Skip to <a href="http://www.youtube.com/watch?v=KQ6zr6kCPj8&t=3m57s">3:57</a> and close your eyes<br />.Advertisements<br />.like this comment for no reason<br />.Christianity arguements<br />.Other religious arguements<br />.Console wars<br />.#PCMASTERACE<br />.Trolls<br />."How is there 1 million views on the this video if theres online 10 people on earth/<br />.Complaints<br />.Pewdiepie fangirls<br />.Minecraft scrubs<br />./r/MontageParodies<br /><br /><br />AND ANY OTHER SHIT!! 1
+1111 Cool 0
+1112 Check out this video on YouTube: 1
+1113 awesome 0
+1114 please suscribe i am bored of 5 subscribers try to get it to 20! 1
+1115 Check out this video on YouTube: 1
+1116 Check out this video on YouTube: 1
+1117 Hey I'm a British youtuber!!<br />I upload Weekly!! <br />It would mean the world if you could subscribe!!<br />Thanks,Joyce!!<br /> 1
+1118 Best song ever made i swear :D i still hear even doe it old!! who else? 0
+1119 Check out this video on YouTube: 1
+1120 LMFAO - Party Rock Anthem ft. Lauren Bennett, Goo…: <a href="https://youtu.be/KQ6zr6kCPj8">https://youtu.be/KQ6zr6kCPj8</a> <br />BOX MAN GOT SOME MOVES! :D HE MAKES MEH SMILE 0
+1121 Omg it's going to have 1bi views! 0
+1122 Love this video and the song of course 0
+1123 Thumbs up if shrek is gay 👍 1
+1124 Best song for ever💜💜😢<br /> 0
+1125 Never get old 0
+1126 I like This Comment and do not kill :P 1
+1127 Check out this playlist on YouTube:m 1
+1128 Check out this video on YouTube:<br /> 1
+1129 okay, this should cover me for some time... Thumbs up if you're watching while youtube still exists. 1
+1130 lets get it to 1 BILLION 0
+1131 tension⤴︎⤴︎ 0
+1132 PARTY ROCK (8) ~ 0
+1133 Check out this video on YouTube: 1
+1134 Strong messages in every song I've heard. 0
+1135 Check out this video on YouTube: 1
+1136 great l subscribe 1
+1137 Check out this video on YouTube: 1
+1138 Check out this video on YouTube: 1
+1139 Wow justin Bieber is Better thats why when he buys medication he always shares with his half wited money alfred but sadly enough he is an attention hog with swamp ass and an eating disorder filled with sassy mice, and flaming hot cheetos that he can eat with the power of the samurman. 1
+1140 Check out this video on YouTube: 1
+1141 Hey check out my channel!!!! Please 1
+1142 i want to smack this year boy in to forever 0
+1143 super rihanna 0
+1144 subscribe to my feed 1
+1145 I love you!❤✨ 0
+1146 Hi everyone. We are a duo and we are starting to record freestyles and put them on youtube. If any of you could check it out and like/comment it would mean so much to us because we love doing this. We may not have the best recording equipment but if you listen to our lyrics and rhymes I think you'll like it. If you do then please subscribe and share because we love making these videos and we want you to like them as much as possible so feel free to comment and give us pointers! Thank you! 1
+1147 i love song :) 0
+1148 SUBSCRIBE TO MY CHANNEL X PLEASE!. SPARE 1
+1149 check out my new EM cover video trailer 1
+1150 I lovet 0
+1151 Rihana, Love Me. :( 0
+1152 Check out Berzerk video on my channel ! :D 1
+1153 She looks like Megan Fox 😂 xD!! 0
+1154 GUYS SHARE THIS VIDEO!!!!! HE must have 1.000.000.000 views Share on Facebook, groups, pages!! 1
+1155 im M.E.S an aspiring young rapper with high hopes. i know you will not click this link and check out my channel. you just dont want to. well its your choice. in fact you know what DONT CLICK 1
+1156 Almost a billion 0
+1157 Great song 0
+1158 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! Memory Ferirama Besloor Shame Eggmode Wazzasoft Sasaroo Reiltas Moderock Plifal Shorogyt Value Scale Qerrassa Qiameth Mogotrevo Hoppler Parede Yboiveth Drirathiel 1
+1159 I shared my first song "I Want You", and I hope you'll like it. Take a listen!✌️😊 <a href="https://youtu.be/-YfUY4gKr1c">https://youtu.be/-YfUY4gKr1c</a> 1
+1160 <a href="https://www.facebook.com/groups/100877300245414/">https://www.facebook.com/groups/100877300245414/</a> 1
+1161 This past Christmas my dad passed away, to help me cope I picked up a pen and some paper and started to write. Little did I know nearly 9 months ago that it would bring me where i'm at today. Over 7k subscribers and 500k video views. I just wrote and released a song yesterday about a friend of mine who has tried to commit suicide several times, I can't promise you professionally produced music, but I can promise REAL lyrics. Just click on my picture. Thanks, and thumbs up so others may see? 1
+1162 EMINEM the best EVER. 0
+1163 LOVE TROP FORT VOTRE clip 0
+1164 Feels and emotions in this song...God damn 0
+1165 2015 but Im still listening to this! 0
+1166 The perfect example of abuse from husbands and the thing is I'm a feminist so I definitely agree with this song and well...if I see this someone's going to die! Just sayin. 0
+1167 Charlie from LOST 0
+1168 No-I hate The Way U LIe!! 0
+1169 Go check out eminem survival. 1
+1170 Check out this playlist on YouTube: 1
+1171 love the you lie the good 0
+1172 Every weekend a new lyric video of Eminem here VIEW LIKE SUBSCRIBE 1
+1173 Also check out D.j.j where do i go now and road to recovery 1
+1174 check out my Eminem & Kid Cudi M a s h up /watch?v=XYTcq5NzMuA 1
+1175 Look and shares my video please :D 1
+1176 Hey! I'm a 16 Year old rapper from Texas I don't rap "PMW" but I promise my music will NOT disappoint.. Search therealchrisking1 to find me and listen to my track "Memory Lane" I just released my 3RD mix-tape "Crown Me" and so far I've had nothing but good reviews about it. I'm not asking you to like or subscribe but just 1 view will help me catch my dream. and if you could leave a comment letting me know what you think it would be MUCH appreciated also. Thank you. 1
+1177 plese subscribe to me 1
+1178 check out my channel for rap and hip hop music 1
+1179 Eminem is idol for very people in España and Mexico or Latinoamerica 0
+1180 LOVE THIS SONG!!! 0
+1181 I love this-the talents of eminem and Skylar,works well together 0
+1182 SUBSCRIBE TO ME! I MAKE MUSIC! 1
+1183 RIHANNA - POUR IT UP (VINCENT T. REMIX) RIHANNA - POUR IT UP (VINCENT T. REMIX) RIHANNA - POUR IT UP (VINCENT T. REMIX) RIHANNA - POUR IT UP (VINCENT T. REMIX) RIHANNA - POUR IT UP (VINCENT T. REMIX) RIHANNA - POUR IT UP (VINCENT T. REMIX) RIHANNA - POUR IT UP (VINCENT T. REMIX) RIHANNA - POUR IT UP (VINCENT T. REMIX) RIHANNA - POUR IT UP (VINCENT T. REMIX) CLICK! SUBSCRIBE! 1
+1184 share and like this page to win a hand signed Rihanna photo!!! fb - Fans of Rihanna 1
+1185 Check out this playlist on YouTube: 1
+1186 Charlie, heroin will do that to you. 0
+1187 LOVE IT!!!!!!! 0
+1188 :D subscribe to me for daily vines 1
+1189 Check out this video on YouTube: 1
+1190 Wow this video almost has a billion views! Didn't know it was so popular 0
+1191 Check out this video on YouTube<br /><br /><br /> 1
+1192 Share Eminem's Artist of the Year video so he can win. We could see a performance and acceptance speech. Like this comment so everyone can see. 2014 = Year of Eminem 1
+1193 <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23Awesome">#Awesome</a> <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23Share">#Share</a> <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23RT">#RT</a> Eminem - Love The Way You Lie ft. Rihanna <a href="http://ow.ly/2zME8f">http://ow.ly/2zME8f</a> 1
+1194 Check out this video on YouTube: 1
+1195 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! Why does the view disclose the macho lift? Why does the letter frame the thundering cause? Why does the talk prevent the conscious memory? 1
+1196 Check out this video on YouTube: 1
+1197 Awesome song!,congratulations!!! 0
+1198 Do you need more instagram followers or photo likes? Check out IGBlast.com and get em in minutes! 1
+1199 I guss this song is one of my worst fears in life, to be with someone who abusive towered me and live with him.... 0
+1200 Subscribe To Mê Please Guys 1
+1201 Check out my channel for some lyricism..... 1
+1202 2008-2010 were the years for pop 0
+1203 Hey guys please just spent one minute for me:) im a singer from srilanka and im 18 year's old! SooO I LIKE TO BE GREAT SINGER will be a one day so i hope it would be happen in really my life. Just view my videos and rate it and let me know how is my voice please help us guys closer to living my dream:)! I really know you'd helped me who read this comment he/she can just understand my feeling ! Thanks guys lv u really much more! SUBSCRIBE IT MY CHANNEL AND ONECE AGAIN THANK U ! 1
+1204 Eminem and Rihanna sing the song very well. 0
+1205 I love your songs eminem your the rap god 0
+1206 could you guys please check out my channel for hiphop beats? 1
+1207 Eminem - Love the way you lie ♥ ♥ ♥ 0
+1208 YO GUYS SORRY IF THIS ANNOYS YOU!!! BUT CHECK OUT MY CHANNEL, AND LATEST VIDEO. A LIKE AND SUBSCRIBE WOULD BE NICE TOO!!!!!!! 1
+1209 adam b beats check out my page 2013 1
+1210 check out my page ADAM B BEATS 2013 1
+1211 :D 0
+1212 First they were fighting... Then they were making out... 0
+1213 CHECK OUT MY COVER OF LOVE THE WAY YOU LIE PLEASE!! 1
+1214 Almost to a billion :) 0
+1215 Check out this video on YouTube: 1
+1216 I lover this song 0
+1217 best song ever (y) 0
+1218 This song is about Rape and Cheating <br /><br /><br /><br /><br /><br /><br /><br /><br /><br />Basically..... 0
+1219 Hi loving it 0
+1220 eminem - RIHANNA 0
+1221 Omg! This guy sounds like an american professor green 0
+1222 Check out this video on YouTube: 1
+1223 Lol thats the guy from animal planet and lost. And the girl is megan fox i think hahah 0
+1224 I agree they are just damn spammers. They suck. Im trying to do the same and get known. I know the feeling. I will help you out and leave likes and comments on your page. I hope you could do the same and maybe subscribe to me that would be awesome thanks 1
+1225 Hi I am from bangladesh 💜 0
+1226 I'm subscribing to you just because your comment was that great. 1
+1227 eminem new song check out my videos 1
+1228 I like the Mmph version better 0
+1229 I hate rap and I like this song 0
+1230 I love you Eminem 0
+1231 Hello to everyone! Please check out my video: /watch?v=2b4WyWpHi8c It takes just 2 minutes, hope I don't ask too much. If you can't help me just Like & Share the video please, so more people will see it. Thumbs UP, it would mean so much to me, maybe will make my dream come true. Thanks to everyone, GOD BLESS YOU ALL! 1
+1232 Don't love someone soo much, love the way u lie.. 0
+1233 Eminem rocks! 0
+1234 Hey youtubers... {**}I really appreciate all of you who took the time, to read this, I am just a 19 year old boy who wants to be a successful musician in the music world. {**}I dont have any money to advertise my channel, {**}If you could just visit my channel, comment on my video or subscribe, that would be great.... {**}It will only be few seconds of your life..... {**}Thank u to all the people who just gave me a chance l really appreciate it 1
+1235 this song is better then monster by eminem 0
+1236 like please 1
+1237 You guys should check out this EXTRAORDINARY website called FIREPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at FIREPA.COM ! Visit FIREPA.COM and check it out! Lake . Busyglide . Sasaroo . Sore . Chillpal . Axiomatic . Naperone . Mere . Undesirable . Agreeable . Encouraging . Imperfect . Roasted . Insidious . Modgone . Quickest . Trelod . Keen . Fresh . Economic . Bocilile 1
+1238 all u should go check out j rants vi about eminem 1
+1239 that is megan fox 0
+1240 Was that Meghan fox?? 0
+1241 Hey everyone, I'm Dakoda Bigelow. I'm a 17 year old singer, rapper and producer. I've gained over 490,000 views so far but I really need more views, likes and subscribers in order to make it. Check out my brand new music video for my song So Gone! Also check out my new song called Deaf. A few moments of your time would be greatly appreciated and you won't regret it :) Please thumbs this up so more people can see it! Thanks for the support. 1
+1242 Eminem is my insperasen and fav 0
+1243 beautiful song! 0
+1244 *for 90's rap fans* check out my Big Pun - 'Beware' cover! Likes n comments very much appreciated! 1
+1245 Subscribe me Secret videos :D 1
+1246 ❤❤❤❤❤❤❤ 0
+1247 Who is still watching in 2015 0
+1248 Really good song .<br />you know love song song. 0
+1249 This song/video is such a trigger but it's just so good... 0
+1250 hey guys i know you wanna skip over this but please take a chance and check out my music I'm a young up and coming rapper with a big dream and i appreciate constructive critisism. so please have a look thank you for your time 1
+1251 Still listening,still same pleasure 0
+1252 So freaking sad... 0
+1253 Hello. I only made ONE Eminem song on my channel. Could you guys just put A LIKE on it please? Don't need to subscribe. Thanks. 1
+1254 Media is Evil! Please see and share: W W W. THE FARRELL REPORT. NET Top Ex UK Police Intelligence Analyst turned Whistleblower Tony Farrell exposes a horrific monstrous cover-up perpetrated by criminals operating crimes from inside Mainstream Entertainment and Media Law firms. Beware protect your children!! These devils brutally target innocent people. These are the real criminals linked to London's 7/7 attacks 2005. MUST SEE AND MAKE VIRAL!!! Also see UK Column video on 31st January 2013. 1
+1255 is that megan fox x:D? 0
+1256 do you guys know, there's a part two of this song! :D 0
+1257 Hey Go To My Channel Check Out My Dongs Thanks YouTuber's 1
+1258 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! When does the flimsy slip facilitate the manager? How does the noise set goals the anxious regret? How does the actually loss retrieve the smile? 1
+1259 Check out this video on YouTube: 1
+1260 Like & Subscribe /watch?v=5tu9gN1l310 1
+1261 Is that girl is Megan fox 0
+1262 amazing song 0
+1263 Sick Music for sick females 0
+1264 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! How does the war illustrate the exclusive space? The mountain refers the helpless death. The tax reviews the special music. 1
+1265 +447935454150 lovely girl talk to me xxx 1
+1266 We need to get this to 1 Billion Views!! 0
+1267 Fuck you Eminem 0
+1268 Charlie got off the island and dated Megan Fox? b-but what about claire? 0
+1269 Check Out The New Hot Video By Dante B Called Riled Up 1
+1270 wtf. subscribe my channel thanx ;) 1
+1271 Please check out my New Song (MUSIC VIDEO) AD - Dont Play 1
+1272 awesome 0
+1273 Go check out my rapping video called Four Wheels please ❤️ 1
+1274 this is the 4th most watched video on youtube. and hes the 21 most subscribed channel on youtube, just recentley surpassing justing bieber and is less then 1,00 subs away from beating taylor swift 1
+1275 Please check out my New Song (Music Video) AD - Don't Play 1
+1276 I could hear this for years ;3 0
+1277 YO GUYS IM 14 YEAR OLD RAPPER JUST STARTED RAPPING SO PLEASE CHECK OUT MY SITE AND LEAVE FEEDBACK AND SUBSCRIBE ALSO LIKE THIS COMMENT SO MORE CAN SEE AND MAKE MY CHANNEL BIG ASWELL 1
+1278 I can't believe this I just now watched a brand new adult video clip with rihanna She has been screwing a black Basketball player Check out her video right here if you wish: crazy-celeb-news.eu.pn 1
+1279 No long paragraph just check out my song called "Fire". 1
+1280 Hello Brazil 😻✌💓😻👏 0
+1281 Holy crap. 800,000,000 views?! 0
+1282 charlieee :DDDD (Those who saw Lost only will understand) 0
+1283 Looooved 0
+1284 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! The cook officiates the tax. The walk judges the amount. Why does the ink train the valuable increase? 1
+1285 check out fantasy music right here -------> the1fantasy good music man. 1
+1286 hey guy if you can please SUBSCRIBE to my channel im a young dedicated rapper i post videos everyday to improve i write/perform/record/mix/edit/post everyday i do a verse everyday (16 bars)to improve i'm doing it for 365 days a whole year to improve right now i'm on day 46 if you guys can please like this comment so everyone can see it and follow me on my journey/watch me improve everyday SUBSCRIBE PLEASE I'm lyrical and i keep it real help me reach my dream,help me build a fan base,THANKS(: 1
+1287 Check Out LEANDRUS - PLAYTIME It's awesoooome !! 1
+1288 if eminem gets 1 penny per view he would have 600 million dollars 1
+1289 Check out this playlist on YouTube:chcfcvzfzfbvzdr 1
+1290 :) 0
+1291 Tell us the title so i can like and subscribe your music fgw please 1
+1292 Come check out our music channel! go check out the song "Love Me" by J.E.M.INI! If you do you are a very amazing person, thank you to all who check it out, if you don't check it out you're still an amazing person just for reading this post 1
+1293 Alright ladies, if you like this song, then check out John Rage. He's a smoking hot rapper coming into the game. He's not better than Eminem lyrically, but he's hotter. Hear some of his songs on my channel. 1
+1294 Check out this video on YouTube:<br /><br />Love this song... It's all good will never go back that but I'll always remember the passion but never want to go back to being dysfunctional insanity....... Goal is to live happy not live insane. 1
+1295 Check out this video on YouTube:<br /><br />Eminem is amazing. 1
+1296 I wish that guy wasn't so protective geeze 0
+1297 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! Why does the answer rehabilitate the blushing limit? The push depreciateds the steel. How does the beautiful selection edit the range? 1
+1298 Made five years ago and people still don't understand the message this song is conveying. For those of you who don't, understand that domestic violence is no game, women like the fictional one in this video do exist. Living their lives with a man who abuses her, but still chooses to stay for not the love, but for the sexual feeling he gives her. This is quite sad, actually. 0
+1299 ▬▬▬▬▬▬▬▬▬▬ஜ۩۞۩ஜ▬▬▬▬▬▬▬▬ CHECK OUT MY CHANNEL ▬▬▬▬▬▬▬▬▬▬ஜ۩۞۩ஜ▬▬▬▬▬▬▬▬ 1
+1300 Usually guys I would vote people like this down but actually check out his channel, it reminds me of a smaller version of 8 mile. Give this guy a chance since everyone has to start somewhere! 1
+1301 Not bad 0
+1302 hay my is honesty wright i am 12year old i love your song thank you for makeing this song i love this song so much sometime harts can get breaken people kill they self or go cazzy i love you so much thanks 😱👏keep on go make sure you doing your dream is comeing rule good luck 0
+1303 CHECK OUT THESE LYRICS /watch?v=yUTTX04oyqQ 1
+1304 everyone come and check out the new GTA 5 Gameplay right Here : /watch?v=6_H0m5sAYho 1
+1305 yo I know nobody will probably even read this.. But I’m gonna type it any way because i hope at least one person will i'm a rapper with a dream. I know there's like 200k of those in this world but please check out my music and subscribe? if you want.? thanks, I would love nothing more than to have a decent following on youtube.. if anyone? reading this could press the "THUMBS UP" other people will see it just a simple button press? could make my dream come true =) Thank You 1
+1306 Love Song 0
+1307 Every collaboration between them, we know it will be number 1 0
+1308 Fuck Eminem. Bieber is the best <3 0
+1309 Check out this playlist on YouTube: 1
+1310 Rihanna is absolutely gorgeous in this video. 0
+1311 who the fuck cheats on megan fox 0
+1312 hello friends. i am a young 15 year old rapper trying to make something out of nothing..Please can you take a second of your life and check out my videos and help me reach my Dreams! GoD Bless YOU 1
+1313 e.e....everyone could check out my channel.. dundundunnn 1
+1314 Hey everyone check out my channel leave a like and subscribe please and if there is a song you want me to do post the name in the comments and I will get on to it(: Thanks 1
+1315 I love eminem <3 0
+1316 Check out this video on YouTube: 1
+1317 2010? The time past so fast .. 0
+1318 What the hell this song is already five years old?? I remember when it first came out, this was my jam 0
+1319 That guy charley of lost TV show 0
+1320 Check out this video on YouTube: 1
+1321 1,000,000 VIEWS NEAR 0
+1322 Love this song 0
+1323 WE GO FOR 1,000,000,000 FOR EMINEM 0
+1324 I love this song, can't believe it was 5 years ago, it doesn't get old though 0
+1325 What nicei⛺♥♥♥♥ 0
+1326 My friends wife earns 4000DOLLARS a month ,you can do it do if you want to be a wwhore ,you can not get these type of wages for working from home on a PC taking surveys ...dont believe that shit,just because yahoo and other are taking their money does not mean they are LEGIT ..Please like this so the MSG gets thru to vulnerable people Like eminem used to be 1
+1327 /watch?v=aImbWbfQbzg watch and subscrible 1
+1328 Hi guys ! ! Check Out My Remixes ! ! Thanx You're Great ! ! SWAG ! ! 1
+1329 Megan Fox is gorg in this!! Eminem is truly the rap god :) 0
+1330 Anybody else here in 2015? 0
+1331 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! The metal drews the reflective effect. Why does the expansion intervene the hilarious bit? The sneeze witnesss the smoke. 1
+1332 is it bad that my realtionship is just like this lol 0
+1333 Check Out The New Hot Video By Dante B Called Riled Up 1
+1334 EMINEM FANS!!! - Check Out The New Song "FEELIN' GOOD" By J-D-P Just Click The "GHOSTPOET100" Link Above This Post Thank You All... 1
+1335 subscribed :) btw you have a good style keep it up brother :)) 1
+1336 Check out my videos guy! :) Hope you guys had a good laugh :D 1
+1337 super 0
+1338 Getting too 1billion views, holy moly.!!! 0
+1339 i love Rihanna 😍😍😍😍[♧from Thailand♧] 0
+1340 check out you tube keithlinscotts one word keithlinscotts you tube .com 1
+1341 Hello I'am from Palastine 1
+1342 SnEakiESTG Good Music. Hood Muzik Subscribe 2 My Channel. Thanks For The Support. SnEakiESTG SnEakiESTG Good Music. Hood Muzik Subscribe 2 My Channel. Thanks For The Support. SnEakiESTG 1
+1343 Me and my big sister like you 0
+1344 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! How does the mammoth waste achieve the shock? How does the limit reduce the delicate minute? How does the meaty scale adapt the oil? 1
+1345 Who is watching in 2015 like 0
+1346 watch?v=ARkglzjQuP0 Like this comment and share this video so Em can win!!! #YTMA 1
+1347 This song is like an oreo, the black part is good but the white part is better 0
+1348 Hey, it's Charlie from Lost 0
+1349 I love music 0
+1350 yo I know nobody will probably even read this.. but, Imma type it any way because i hope at least one person will i'm a rapper with a dream. I know there's like 200k of those in this world but please check out my music and subscribe? if you want.? thanks, I would love nothing more than to have a decent following on youtube.. if anyone? reading this could press the "THUMBS UP" other people will see it just a simple button press? could make my dream come true =) Thank You 1
+1351 watch youtube video "EMINEM -YTMA artist of the year" plz share to vote!!! 1
+1352 share and like this page to win a hand signed Rihanna photo!!! fb - Fans of Rihanna 1
+1353 OMG that looks just like a piece of the mirror of harry potter and the deathly hallows.<br />Either that house. (sirius black) 0
+1354 i hate rap 0
+1355 Thumbs up if you listen this in 2015. 0
+1356 Check out this video on YouTube: <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23Eminem">#Eminem</a> <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23Lovethewayyoulie">#Lovethewayyoulie</a> <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23RapGod">#RapGod</a> <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23King">#King</a> 1
+1357 Check out this video on YouTube: 1
+1358 EVERYONE GO AND SHARE youtu be/ARkglzjQuP0 ON FB,TWITTER,G+ TO VOTE FOR EMINEM TO BECOME ARTIST OF THE YEAR ON FIRST EVER YOUTUBE MUSIC AWARDS !!! AND GET THIS METHOD TO CHEAT AT INTERNET ROULETTE OUT OF EMINEMS VIDEO ! SHADY ARTIST OF THE YEAR ! 1
+1359 2010:( 0
+1360 like this comment then type 1337 1
+1361 Best. Song. EVER 🙌 0
+1362 COME SUBSCRIBE TO MY CHANNEL! ;-) PLEASE!! 1
+1363 Check out this playlist on YouTube: 1
+1364 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! Why does the innocent woman prioritize the desire? The flight searchs the sad polish. When does the tax zip the omniscient record? 1
+1365 LADIES!!! ----->> If you have a broken heart or you just want to understand guys better you should check out this underground book called The Power of the Pussy on AMAZON. Best book ever for us girls! Oh...and just a warning it's for 18 and over...lol 1
+1366 Check Out The New Hot Video By Dante B Called Riled Up 1
+1367 Hi Guys im an Upcoming Rapper if you could check out my channel and tell me what you think maybe subscribe or like i would really appreciate it all HATERS are welcome to :) thanks 1
+1368 so many comments. 0
+1369 subscribe to my channel who can 1
+1370 Charlie from Lost! 0
+1371 Eminem best rapper all the time 0
+1372 Okay trust me I'm doing a favor. You NEED to check out this guy named Columbus Nelson on YouTube. 1
+1373 sorry but eminmem is a worthless wife beating bastard 0
+1374 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! How does the burst render the symptomatic bite? The knowledge briefs the narrow thought. How does the eager sky transmit the crush? 1
+1375 Every single one of his songs brings me back to place I can never go back to and it hurts so bad inside 0
+1376 Eminem is the king of rap Micheal Jackson is the king of pop If you also wanna go hard and wanna be the person of first class fame just check out Authenticviews*com and be famous just within days !! yO ~ 1
+1377 HI IM 14 YEAR RAPPER SUPPORT ME GUY AND CHECK OUT MY CHANNEL AND CHECK OUT MY SONG YOU MIGHT LIKE IT ALSO FOLLOW ME IN TWITTER @McAshim for follow back. 1
+1378 CHECK OUT THIS DOPE CHANNEL! phenomenallyricshere CHECK OUT THIS DOPE CHANNEL! phenomenallyricshere CHECK OUT THIS DOPE CHANNEL! phenomenallyricshere CHECK OUT THIS DOPE CHANNEL! phenomenallyricshere CHECK OUT THIS DOPE CHANNEL! phenomenallyricshere CHECK OUT THIS DOPE CHANNEL! phenomenallyricshere CHECK OUT THIS DOPE CHANNEL! phenomenallyricshere CHECK OUT THIS DOPE CHANNEL! phenomenallyricshere CHECK OUT THIS DOPE CHANNEL! phenomenallyricshere 1
+1379 I love this song sooooooooooooooo much 0
+1380 Almost 1 billion 0
+1381 is that megan fox? 0
+1382 Check Out The New Hot Video By Dante B Called Riled Up 1
+1383 Love you 0
+1384 Check out my channel to see Rihanna short mix by me :) 1
+1385 Lemme Top Comments Please!! 0
+1386 Eminem is the greatest artist to ever touch the mic. 0
+1387 Dress like Rihanna at kpopcity.net - The largest discount fashion store in the world! Check out our "Hollywood Collection" to dress like all your favourite stars! Dress like Rihanna at kpopcity.net - The largest discount fashion store in the world! Check out our "Hollywood Collection" to dress like all your favourite stars! 1
+1388 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! Lake . Ignorant . Wavefire . Reiltas . Astauand . Skizzle . Jovaphile . Swooflia . Grynn . Excellent . Slimy . Gabby . Nalpure . Lucky . Glozzom . Depressed . Better . Deep . Sinpad . Stereotyped . Toximble 1
+1389 Never gets old best song ever ❤ 0
+1390 CHECK OUT MY YOUTUBE VIDEOS FOR FUNNY AND COOL RAP 1
+1391 I love this song up to the moon >3 you are Rocks! 0
+1392 tryna work with some rappers check out the ones i already have on my channel 1
+1393 awesome song ever 0
+1394 CHECK OUT MY MUSIC VIDEO ON MY CHANEL!!! 1
+1395 i love this song 0
+1396 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! The loud authority improves the canvas. When does the mother repair the uppity learning? The substantial cook derives the harbor. 1
+1397 So he's admitting he killed his girlfriend??? 0
+1398 Help me get 50 subs please 1
+1399 You exactly who u want to be,watching your favourite rappers on tv 0
+1400 Hello I'm from Bulgaria 0
+1401 fav. 0
+1402 Check Out The New Hot Video By Dante B Called Riled Up 1
+1403 hahahahah ♥♥♥♥ :D like vines ? Subscribe to me for daily vines 1
+1404 This video is kinda close to 1 million views <br /> 0
+1405 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! The jelly activates the reflective distribution. The normal top synthesizes the opinion. The victorious plant entertains the language. 1
+1406 Eminem et Rihana trop belle chanson 0
+1407 Subscribe and like my video please 1
+1408 Is that Charlie from lost? 0
+1409 Love 0
+1410 subscribe me if u love eminem 1
+1411 I love this song 0
+1412 Is that Megan Fox? 0
+1413 Check out my SEXY VIDEO :* 1
+1414 love the way you lie featuring rhianna, hes an awesome rapper!!! shes an awesome singer!!! 0
+1415 Hay dakota u earned a subscribee 1
+1416 Check out this video on YouTube: 1
+1417 ▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌ FACEBOOK PASSWORD HACK 2013! facebook-pass-hack2013.blogspot.com ONLY 100% WORKING SOFTWARE FOR HACKING ANY FACEBOOK PASSWORD! It's FREE for download and breaks any password in 10-15 minutes! 100% virus free! For details and FREE DOWNLOAD please visit facebook-pass-hack2013.blogspot.com ▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌▌ 1
+1418 CHECK OUT THIS NEW VIDEO I MADE CALLED "WE LOVE MIND MASTER IT", THANK U SO MUCH 1
+1419 if you need youtube subscriber mail hermann buchmair on fb 1
+1420 This guy win dollars sleeping... m m m he loves the planet its full of RETARDS 1
+1421 some classsic :)))) 0
+1422 I like this song very much 0
+1423 Rihanna looks so beautiful with red hair ;) 0
+1424 I personally have never been in a abusive relationship. I probably never will. I don't hit women. Mom has my dad used to hit my mom before he left. I can relate I'm writing about one at the moment subscribe to hear it. EVERY fan counts. 1
+1425 hey its M.E.S here I'm a young up and coming rapper and i wanna get my music heard i know spam wont get me fame. but at the moment i got no way of getting a little attention so please do me a favour and check out my channel and drop a sub if you enjoy yourself. im just getting started so i really appreciate those who take time to leave constructive criticism i already got 200 subscribers and 4000 views on my first vid ive been told i have potential 1
+1426 this song is NICE 0
+1427 Aye homies check out our remix to 50 Cent Your Life Is On The Line we just started our youtube channel and we are all ways working hard, give us some feed back on our latest song on what you guys think if you like show support. 1
+1428 eminem is a ginius stop! 0
+1429 This video deserves <b>1B</b> views!!! 0
+1430 song is bad 0
+1431 He gets more views but has less subscribers lol 1
+1432 hey guys if you guys can please SUBSCRIBE to my channel ,i'm a young rapper really dedicated i post a video everyday ,i post a verse (16 bars)(part of a song)everyday to improve i'm doing this for 365 days ,right now i'm on day 41 i'm doing it for a whole year without missing one day if you guys can please SUBSCRIBE and follow me on my journey to my dream watch me improve, it really means a lot to me thank you (:, i won't let you down i promise(: i'm lyrical i keep it real! 1
+1433 check out eminem latest track survival if u didnt 1
+1434 CHECK OUT MY CHANNEL BOYS AND GIRLS ;) 1
+1435 Check out our cover of this song! 1
+1436 thumbs up if you think this should have 1 billion views 0
+1437 she is megan fox?because she is very similar 0
+1438 amazing song 0
+1439 i been working so hard for the past 60 days to improve i been writing/recording/mixing/performing 16 bars everyday im doing it for a whole year(365 days) today i'm on day 60 today i work so hard now i'm doing 2 verses everyday to improve i'm going all the way to 365 PLEASE SUBSCRIBE to my channel help me build a fan base ,watch me improve,help me get closer to my dream i'm lyrical and i keep it real i won't leave you down i promise(: PLEASE SUBSCRIBE please like this commment so people can see 1
+1440 dude check out psy 1
+1441 This great Warning will happen soon. ,0 LneaDw26bFst76VHKJL8PxaEy6VMNlvmriUDTSFK6vY,Ali Paša,2013-09-26T22:28:17.047000,Croatia <3,0 LneaDw26bFvkAHxpKEnM25FYWkyXthsUpri6JuQsZnU,G Belrus,2013-09-26T22:26:12.832000,Nice one,0 LneaDw26bFtvZQt6JUEhasIEFRJG1exI_dVqdnQVPho,exode. comeback.,2013-09-26T22:23:00.710000,600m views.,0 LneaDw26bFunOarAg71AwGU6TJO6aZDKFIUn_TZ1_HY,Muhammad Shaeel Abbas,2013-09-26T22:15:45.476000,Fuck off!,0 LneaDw26bFt-oToUFj0z3vffLFNaxyKwZSIVQhiMx-E,Notorious Niko,2013-09-26T22:00:43.613000,"Hey guys im a 17yr old rapper trying to get exposure... I live in belgium where NO ONE speaks english so i have to resort to this gay SPAM... Check out my 2 latest tracks as they are probably my best.. Audio isnt the best but im gonna invest in some real equipment for my next track.. Please Thumbs this up so others can see.. or hey dont just check me out yourself and leave a response and a like :D Thanks in advance, you guys will be part of making my dream come TRUE -Notorious Niko 1
+1442 hey its M.E.S here I'm a young up and coming rapper and i wanna get my music heard i know spam wont get me fame. but at the moment i got no way of getting a little attention so please do me a favour and check out my channel and drop a sub if you enjoy yourself. im just getting started so i really appreciate those who take time to leave constructive criticism i already got 200 subscribers and 4000 views on my first vid ive been told i have potential 1
+1443 hey guys look im aware im spamming and it pisses people off but please take a moment to check out my music. im a young rapper and i love to do it and i just wanna share my music with more people just click my picture and then see if you like my stuff 1
+1444 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! Wazzasoft Industry Sertave Wind Tendency Order Humor Unelind Operation Feandra Chorenn Oleald Claster Nation Industry Roll Fuffapster Competition Ociramma Quality 1
+1445 Eminem THE BEST ! 0
+1446 Im gonna share a little ryhme canibus blows eminem away a quadrillion times especially about the categories of intelligent things in his mind. That he learned and rapped about and forgot before eminem spit his first ryme.luv ya linz 4e 1
+1447 Terrance. .thank you for serving our country. How do i "like you" or "subscribe"? 1
+1448 ❤️❤️❤️ 0
+1449 goot 0
+1450 Rihanna is so beautiful and amazing ♥♥♥♥♥love her so much♥♥♥♥ forever RiRi fan ♥ ♥ ♥ ♥ ♥ ♥ 0
+1451 Aslamu Lykum... From Pakistan 1
+1452 Is that Charlie from lost?<br /> 0
+1453 Subscribe to me for clean Eminem! 1
+1454 SubScribe me pls EMİNEM FANS 1
+1455 WATCH MY VIDEOS AND SUBSCRIBE 1
+1456 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! Lake . Magnificent . Noodile . Unequaled . Moderock . Gogopo . Lulerain . Olielle . Zesty . Laughable . Accidental . Pepelexa . Delightful . Wiry . Toogit . Uncovered . Chesture . Woozy . Adhoc . Weak . Shallow 1
+1457 Finally someone shares the same opinion as me. I've tried really hard to like Gangnam style but I just can't, I don't even get the dance either. A song like this should be more popular than Gangnam Style, at least it makes sense. 1
+1458 Maybe no one will probably read this. But just in case you do Can You Put A "Thumbs Up "So Others Can See. I Just started rapping seriously (Type in Lunden- 1990 Video) just a simple button? can help my dreams come true. people will ignore this but if you don't can you listen and subscribe Thank you all God Bless. 1
+1459 check out our bands page on youtube killtheclockhd - check out some of our original songs including "your disguise" 1
+1460 This song is true because it is insane because boys will do this to a girl and it is not true that people say that a guy will never do it to a girl but boys YOU LIERS NOW STOP TREATING US GIRLS THIS WAY YOU ALL SUCK! 0
+1461 thumb up if you watching in 2015 and you like it 0
+1462 i like the lyrics but not to music video 0
+1463 LOVE THE WAY YOU LIE .." 0
+1464 BR 0
+1465 Check out my channel please. 1
+1466 Love the video 0
+1467 #1 song in world even in 2015 0
+1468 Hey if you guys wouldnt mind...could you check out my boys and my music...we just made a real lyrical song...search DNA Andrew Guasch...I appreciate it. Leave some real feedback and keep Hip-Hop alive 1
+1469 I KNOW YOU MAY NOT WANT TO READ THIS BUT please do I'm 87 Cypher an 11 year old rapper I have skill people said .my stuff isn't as good as my new stuff but its good please check out my current songs comment and like thank you for reading rap is my life 1
+1470 Love😘❤💖 0
+1471 this fucking song like a'n oreo the only white part is the good 1 0
+1472 Check out Em's dope new song monster here: /watch?v=w6gkM-XNY2M MMLP2 FTW :) 1
+1473 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! Lake . Victorious . Luxuriant . Alcoholic . Responsible . Unbiased . Yoffa . Ociramma . Ociramma . Handsome . Arrowgance . Mizuxe . Boaconic . Sophisticated . Ill-fated . Spourmo . Chubby . Hioffpo . Probable . Singlewave 1
+1474 Take a look at this video on YouTube: 1
+1475 if u love rihanna subscribe me 1
+1476 good music 0
+1477 Love your songs<br />Supper cool<br /> 0
+1478 Check Out The New Hot Video By Dante B Called Riled Up 1
+1479 Hey? Everyone Please take a moment to read this. I work my ass off hoping to make it into the music industry but its hard to? get people to hear you when you don’t have money for advertisements and exposure I am a Young Artist who has dreams and goals like everybody else Please take 30 seconds and visit my channel You don’t have to like? me, just give me a chance to prove my talent Also, please take just 1 second of your life and Thumb this comment up it would be Super Helpful. 1
+1480 Best song 0
+1481 HUH HYUCK HYUCK IM SPECIAL WHO'S WATCHING THIS IN 2015 IM FROM AUSTRALIA OR SOMETHING GIVE ME ATTENTION PLEASE IM JUST A RAPPER WITH A DREAM IM GONNA SHARE THIS ON GOOGLE PLUS BECAUSE IM SO COOL. 1
+1482 it is wonderful 0
+1483 2015 and more.... 0
+1484 The boyfriend was Charlie from the TV show LOST 0
+1485 no where near one of eminems actual best songs, real fans know what im talking about: Untitled, cold wind blows, welcome 2 hell, elevator, business, wtp, almost famous, 25 to life, rock bottom, no apologies, same song and dance, without me, way i am, toy soldiers, mosh and insane < songs off the top of my head that's better 0
+1486 Check out this video on YouTube: 1
+1487 I know that maybe no one will read this but PLEASE TYPE IN "deazy99" I'm a rapper with a dream. I know you must see like millions of those on here everyday but please check out my music and subscribe if you'd like thank you, i would love nothing more than to have a decent following on youtube from people if anyone reading this could give it a "THUMBS UP" because what some might see as just a simple button press could make my dream come true..thank you again for your time & may god bless you 1
+1488 Charlie from LOST? 0
+1489 Check out this video on YouTube: 1
+1490 ┏━━━┓┏┓╋┏┓┏━━━┓┏━━━┓┏┓╋╋┏┓ ┃┏━┓┃┃┃╋┃┃┃┏━┓┃┗┓┏┓┃┃┗┓┏┛┃ ┃┗━━┓┃┗━┛┃┃┃╋┃┃╋┃┃┃┃┗┓┗┛┏ ┗━━┓┃┃┏━┓┃┃┗━┛┃╋┃┃┃┃╋┗┓┏┛ ┃┗━┛┃┃┃╋┃┃┃┏━┓┃┏┛┗┛┃╋╋┃┃ ┗━━━┛┗┛╋┗┛┗┛╋┗┛┗━━━┛╋╋┗┛ CHECK MY VIDEOS AND SUBSCRIBE AND LIKE PLZZ 1
+1491 hey guys i know its annoying getting spammed sorry bout that but please take a moment to check out my channel IM A RAPPER with DECENT skills. i want to share my music with more people so take a listen THUMBS UP SO MORE CAN SEE THIS 1
+1492 MEGAN FOX AND EMINEM TOGETHER IN A VIDEO DOESNT GET BETTER THAN THAT 0
+1493 Check out this video on YouTube: <a href="http://www.youtube.com/user/jlimvuth">http://www.youtube.com/user/jlimvuth</a> ... Eminem ft Rihanna - Love the way you lie 1
+1494 He is good boy!!!<br />I am krean I like to eminem~!~ 0
+1495 How is this the most watched Eminem video, it beats not afraid? 0
+1496 Cool 0
+1497 Hi I'm lil m !!! Check out love the way you lie!!!! My live performance and many others,,, videos and my own lyrics!!!!! Thanks 1
+1498 Check out this video on YouTube: 1
+1499 Eminem rap can be easy for a boy but I can do that 0
+1500 Fruits and vegetables give you longer lasting energy for weight loss. Check out youtube.com/user/36loseweight. 1
+1501 this is the 2nd most best song when im gone by m&m 0
+1502 I always end up coming back to this song<br /> 0
+1503 Rihanna and Eminem together are unstoppable. 0
+1504 Hello. İ am from Azerbaijan<br /> 0
+1505 You can not hate eminem and nirvana...trust me 0
+1506 Hey guys I'm 87 cypher im 11 years old and Rap is my life I recently made my second album desire ep . please take a moment to check out my album on YouTube thank you very much for reading every like comment and subscription counts 1
+1507 Come and check out my music!Im spamming on loads of videos but its just to try and get my music across to new people 1
+1508 I like it 0
+1509 I love the way you lie 0
+1510 ••••►►My name is George and let me tell u EMINEM is my idol my inspiration, I've listen to him growing up, I never thou I would love rap this much But I thank him for helping me find my dream. So I rap now and make YouTube videos and yesterday I covered the song Mockingbird it's in my channel I worked really hard on it and it's one of my favorite songs of Him. So please go check it out and subscribe it would mean the world to me n sorry for the spam ◄◄•••• don't hate I'm not Eminem 1
+1511 CHECK OUT THE NEW REMIX !!!<br />CLICK CLICK !! 1
+1512 You guys should check out this EXTRAORDINARY website called FIREPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at FIREPA.COM ! Visit FIREPA.COM and check it out! Lake . Chillpal . Sturdy . Astauand . Johackle . Chorenn . Ethosien . Changeable . Public . Noxu . Ploosnar . Looplab . Hoppler . Delicious . False . Scitenoa . Locobot . Heartbreaking . Thirsty . Reminiscent 1
+1513 Love the way you lie II is nicer in my opinion. :D 0
+1514 I know that maybe no one will read this but PLEASE TYPE IN "deazy99" I'm a rapper with a dream. I know you must see like millions of those on here everyday but please check out my music and subscribe if you'd like thank you, i would love nothing more than to have a decent following on youtube from people if anyone reading this could give it a "THUMBS UP" because what some might see as just a simple button press could make my dream come true..thank you again for your time & may god bless you 1
+1515 Check out my remix to Tyga's - Molly ft. Whiz Khalifa Peace and love 1
+1516 Hey guys im a 17yr old rapper trying to get exposure... I live in belgium where NO ONE speaks english so i have to resort to this gay SPAM... Check out my 2 latest tracks as they are probably my best.. Audio isnt the best but im gonna invest in some real equipment for my next track.. Please Thumbs this up so others can see.. or hey dont just check me out yourself and leave a response and a like :D Thanks in advance, you guys will be part of making my dream come TRUE -Notorious Niko 1
+1517 check out my playlist 1
+1518 Check out this video on YouTube: 1
+1519 My favorite song 💗💗💗💗 0
+1520 857.482.940 views AWESOME !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! 0
+1521 please read this please! i am a country singer who is trying to become someone. so if you would like my videos please. just type... boys round here by country girl (only on computer) wasting all these tears e.t. please subscribe and like 1
+1522 best rap ever 0
+1523 5 years and i still dont get the music video help someone? 0
+1524 Simply rap god 0
+1525 EMINEM<3 <br />the best rapper ever<3 0
+1526 love 0
+1527 I know that maybe no one will read this but PLEASE TYPE IN "deazy99" I'm a rapper with a dream. I know you must see like millions of those on here everyday but please check out my music and subscribe if you'd like thank you, i would love nothing more than to have a decent following on youtube from people if anyone reading this could give it a "THUMBS UP" because what some might see as just a simple button press could make my dream come true..thank you again for your time & may god bless you 1
+1528 ayyy can u guys please check out my rap video im 16 n im juss tryna get some love please chrck it out an thank u 1
+1529 Hey guys ready for more 87 Cyphers back check out my video on YouTube. NEW ALBUM IS OUT CHECK IT OUT. MORE MUSIC TOMORROW THANKS FOR READING 1
+1530 Amazing 0
+1531 Check out this video on YouTube: 1
+1532 adam b beats check out my page 1
+1533 DO YOU KNOW HOW SEAN KINGSTON GOT FAMOUS WHY DON'T YOU LOOK IT UP KID BEFORE YOUR SO HARD ON YOURSELF!! IF YOU HIT ME UP WITH A MESSAGE IN MY INBOX AND SUBSCRIBE I WILL CHECK OUT YOUR CHANNEL....SOUNDS FAIR TO ME. 1
+1534 still listening in 2015 0
+1535 so spousal abusue cool that's great 0
+1536 like this comment then type 1337 1
+1537 COFFEE ! LOVERS ! PLEASE ! READ ! Check out a song I wrote and sing on You Tube called COFFEE LOVA.Type COFFEE LOVA like I spell it while your already on You Tube hit enter.Then look for video titled COFFEE LOVA hit enter and BLAST ! OFF ! 1
+1538 For all you ladies out there...... Check out this link! You'll find the hottest hairstyles and the latest trends for women! Go to this site and you'll upgrade your hairstyles and fashion senses to a higher level! Don't get left behind! ---> goo.gl\BxrOSR 1
+1539 youtube.com/watch?v=2ASFn9ShgHk&feature=youtu.be please check out my song. looking for feedback, and supporters. 1
+1540 I cried this song bringing back some hard memories 0
+1541 Fire.. 0
+1542 hey its M.E.S here I'm a young up and coming rapper and i wanna get my music heard i know spam wont get me fame. but at the moment i got no way of getting a little attention so please do me a favour and check out my channel and drop a sub if you enjoy yourself. im just getting started so i really appreciate those who take time to leave constructive criticism i already got 200 subscribers and 4000 views on my first vid ive been told i have potential 1
+1543 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! Why does the wood photograph the husky breath? When does the act retain the delightful system? The rhythm fabricates the scintillating harbor. 1
+1544 do you want to make some easy money? check out my page tvcmcadavid.weebly . com dont miss out on this opportunity 1
+1545 hey its M.E.S here I'm a young up and coming rapper and i wanna get my music heard i know spam wont get me fame. but at the moment i got no way of getting a little attention so please do me a favour and check out my channel and drop a sub if you enjoy yourself. im just getting started so i really appreciate those who take time to leave constructive criticism i already got 200 subscribers and 4000 views on my first vid ive been told i have potential 1
+1546 Just gonna stand there and hear me cry .. 0
+1547 If you are a person that loves real music you should listen to "Cruz Supat"<br />He is awesome as fuck!!! Just as eminem used to be. 0
+1548 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! Lake . Waratel . Misty . Exciting . Swoquix . Acaer . Chillpal . Tupacase . Arrowgance . Lively . Hard . Idiotic . Bored . Cool . Ablaze . Crabby . Aloidia . Cheilith . Feandra . Useless . Ploosnar 1
+1549 I love it and my mom to 0
+1550 sorry for the spam yall I know it’s annoying. But if you can spare a min please check out the new track on my channel i'm a upcoming uk rapper.please come check out my songs u might like em. If not no worries I’m sorry for wastin your time. Even thumbs up to get more noticed will really help. peace yall 1
+1551 Check out this video on YouTube: 1
+1552 3 yrs ago I had a health scare but thankfully I’m okay. I realized I wasn’t living life to the fullest. Now I’m on a mission to do EVERYTHING I’ve always wanted to do. If you found out you were going to die tomorrow would you be happy with what you’ve accomplished or would you regret not doing certain things? Sorry for spamming I’m just trying to motivate people to do the things they’ve always wanted to. If you’re bored come see what I’ve done so far! Almost 1000 subscribers and I just started! 1
+1553 Check out this playlist on YouTube: 1
+1554 *****PLEASE READ***** Hey everyone! I'm a 19 year old student who loves to sing. I record and upload covers on my channel. I would love if you could check them out. Just give me a chance. You don't have to thumbs up or subscribe (But you can if you like what your hear) Just listen. I'd really appreciate. ~THANK YOU for your time. ~ 1
+1555 my sister just received over 6,500 new <a rel="nofollow" class="ot-hashtag" href="https://plus.google.com/s/%23active">#active</a> youtube views Right now. The only thing she used was pimpmyviews. com 1
+1556 Check out this video on YouTube: 1
+1557 if u love rihanna subscribe me 1
+1558 Check out my channel for funny skits! Thanks! 1
+1559 HEY GUYS!!! ❤❤❤❤❤❤❤ BEFORE YOU IGNORE ME, PLEASE, GIVE ME A CHANCE! My name is Yuliya, I make COVERS. I started getting serious with Youtube September of 2013 because that’s Great challenge to myself. MY DREAM was to become a singer. Youtube helps me keep up! If you can please give me a chance and THUMBS THIS COMMENT UP so more people can see it. I swear I'll appreciate it. SUBSCRIBE PLEASE!!! ❤❤❤ LOVE YOU!!! ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤ XOXO ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤ 1
+1560 subscribe to my channel /watch?v=NxK32i0HkDs 1
+1561 Like eminen 0
+1562 Share this video.. This song can beat PSY - Gangnam Style! 1
+1563 PLEASE CHECK OUT MY VIDEO CALLED "WE LOVE MIND MASTER IT" THANKS 1
+1564 I don't understand this song, I have had the passion for women feel like im losing my mind but i don't understand the ideas of loving the the way someone lies..... 0
+1565 I like the music...but is anyone listening to the lyrics? 0
+1566 Check out my SEXY VIDEO :* 1
+1567 Check out my channel im 15 year old rapper! 1
+1568 one of the BEST SONGS in music history 0
+1569 CHECK OUT Eminem - Rap God LYRIC VIDEO 1
+1570 Haha, I can't believe how many kids listen to Eminem. You kids know that he does drugs and ends high in jail. I wonder why he never ended OD. 0
+1571 Love the way you lie - Driveshaft 0
+1572 Anyone else notice that Megan Fox is in this video? 0
+1573 #2015 FUCK YEAH 0
+1574 is that Megan fox 0
+1575 subcribe to us an we will subscribe back 1
+1576 Check out this video on YouTube:but I'm not Rhinnah 1
+1577 Listen...Check out Andrew Guasch - Crazy, Sick Flow...I'm dope....that's all there is too it. If you like it Subscribe, if not, Ill be with Aftermath of TDE Soon enough. One Love, Peace. 1
+1578 best song 0
+1579 hot,hot 0
+1580 Check out our Channel for nice Beats!! 1
+1581 Check out my mummy chanel! 1
+1582 The rap: cool Rihanna: STTUUPID 0
+1583 I hope everyone is in good spirits I'm a hard working student who's also a passionate singer I look foward to the day when I can make my own music to share But for now I've just been doing covers. Check out my channel, I've done Covers of Miley Cyrus, Imagine Dragons, Lana Del Rey, Drake, Macklemore, Pink and countless others. Subscribe only if you want to. My goal isn't to become famous but to inspire FYI this isn't spamming, everyone has a right to freedom of speech. Thanks 1
+1584 Lil m !!!!! Check hi out!!!!! Does live the way you lie and many more ! Check it out!!! And subscribe 1
+1585 Please check out my youtube channel! Just uploaded my first youtube video please check it out, you will not regret it! 1
diff --git a/data/youtube/valid.tsv b/data/youtube/valid.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..3530f659d828714885b9f1ccaaed0b7045f84970
--- /dev/null
+++ b/data/youtube/valid.tsv
@@ -0,0 +1,121 @@
+index sentence1 label
+0 860,000,000 lets make it first female to reach one billion!! Share it and replay it! 0
+1 Waka waka eh eh 0
+2 You guys should check out this EXTRAORDINARY website called ZONEPA.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at ZONEPA.COM ! Visit Zonepa.com and check it out! How does the mother approve the axiomatic insurance? The fear appoints the roll. When does the space prepare the historical shame? 1
+3 Check out these Irish guys cover of Avicii's Wake Me Up! Just search... "wake me up Fiddle Me Silly" Worth a listen for the gorgeous fiddle player! 1
+4 if you want to win money at hopme click here <a href="https://www.paidverts.com/ref/sihaam01">https://www.paidverts.com/ref/sihaam01</a> it's work 100/100 1
+5 Love it 0
+6 Hey Youtubers and All Music lover's, Guess most of you all skip these comments, but for you who is still reading this, thanks ! I dont have any money for advertisiments, no chance of getting heard, nothing. All that's left is spam, sorry. Im 17, Rapper/Singer from Estonia. Please listen my new cover on my account. You wont regret it. Give me just a chance, please. Take half a second of your life and thumb this comment up. It will maybe change my life, for real. Thank you Wafence 1
+7 **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE******CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE******CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE******CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE**** 1
+8 /watch?v=Dtqcftr1Fac JUSTIEN BIEBER CAR 2013. LIKE&SUBSCRIBE 1
+9 WOW muslims are really egoistic..... 23% of the World population and not in this video or donating 1 dollar to the poor ones in Africa :( shame on those terrorist muslims 1
+10 Recommend: Apple iPad 4th Gen 32GB Unlocked Wi-Fi+4G 9.7in White Price:$390 Apple iPhone 5 (Latest Model) - 32GB - Black Price:$385 Samsung Galaxy S4 S IV 4 with 16GB New White Price:$360 Sony 60-inch 3D LED HDTV Price:$510 All-in-One PCs: Apple MacBook Pro: Apple MacBook Air Price:$320 Camera :Nikon D90 SLR Camera /18-55mm /55-200mm 32GB Price:$390 Ultrabooks: SONY VAIO Pro 13 Intel Core i5 4GB 128GB Price:$515 +++++++++++++++ Purchase online Website is: Taaee.com 1
+11 Whose watching this in 2015. If so hi-5 0
+12 Love this song !!!!!! 0
+13 Her voice sounds weird and plus she's cute for a blonde 0
+14 One of the best song of all the time 0
+15 Echa un vistazo a la remezcla! / Check out the remix! MILEY CYRUS - WRECKING BALL (THE HOUSE OF EDM REMIX) MILEY CYRUS - WRECKING BALL (VINCENT T. REMIX) ...click, enlace, suscríbase! / ...click, link, subscribe! 1
+16 Cutie girl and beautiful song 0
+17 Check Out Daneja Good Girl 1
+18 You guys should check out this EXTRAORDINARY website called MONEYGQ.COM . You can make money online and start working from home today as I am! I am making over $3,000+ per month at MONEYGQ.COM ! Visit MONEYGQ.COM and check it out! Why does the fragile swim enlist the person? How does the ice audit the frequent son? The fantastic chance describes the rate. 1
+19 i love this song thumsb up to you 0
+20 Hey Music Fans I really appreciate all of you who take time to read this, and check my music out! I'm just a 15 year old boy DREAMING of being a successful MUSICIAN in the music world. I do lots of covers, and piano covers. But I dont have money to advertise. A simple thumbs up to my comment, a comment on my videos or a SUBSCRIPTION would be a step forward! It will only be a few seconds of your life that u won't regret!!! Thank u to all the people who just give me a chance it means a lot! :) 1
+21 Hi.Check out and share our songs. 1
+22 SUBSCRIBE ME AND I REQUITE 1
+23 Shakira u are so wiredo 0
+24 Fuck it was the best ever 0687119038 nummber of patrik kluivert his son share ! 1
+25 Check out this video on YouTube: 1
+26 Shakira 0
+27 Hello everyone :) I know most of you probably pass up these kind of comments, but for those who are still reading this, thanks! I don’t have any money for advertisements, no chance of getting heard, nothing. I live in such a small town... If this comes off as spam, sorry. I’m an instrumental songwriter from Columbus, Mississippi. Please go to my channel and check out my original music. It would be highly appreciated if you thumbs up this comment so my music can be heard! Thank you, Adam Whitney 1
+28 check out our bands page on youtube killtheclockhd - check out some of our original songs including "your disguise" 1
+29 Hey guys whats up? I found this app that lets you get free gift card vouchers like psn cards,X-box live cards and even amazon gift cards. For free! All you have to do is simply just download the app from the app store. It is called juno wallet. All you have to do is just sign up for the app and then complete a few surveys or just download some other free apps and you get money like 10 cents. Also, if you type in the code IM2458444. You will also start off with $0.25 free!! 1
+30 She is perfect 0
+31 Hi. Check out and share our songs. 1
+32 wanna earn money online without investment.....just visit this link .....therglove.blogspot.in/2013/08/blog-post_10.html 1
+33 Me and my aunt love this song!!!!! 0
+34 I love this song and expect the World Cup . 0
+35 Stop Wasting Up Your Time and Get Paid To Mess Around On Facebook And Twitter! GET PAID UPTO $25 to $35 AN HOUR... Only at 4NetJobs.com Work from the Comfort of your Home... We are Currently Hiring People from all Over the World, For a Wide Range of Social Media Jobs on Sites such as Facebook,Twitter and YouTube. You don't Need any Prior Skills or Experience and You can Begin Work Immediately! You Can Easily Make $4000 to $5000+ Monthly Income…Only at 4NetJobs.com 1
+36 the song is sad 0
+37 SUBSCRIBE MY CHANNEL 1
+38 1 753 682 421 GANGNAM STYLE ^^ 1
+39 Best world cup offical song 0
+40 I remember this :D 0
+41 **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE******CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE******CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE******CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE**** **CHECK OUT MY NEW MIXTAPE*** ***CHECK OUT MY NEW MIXTAPE**** 1
+42 Love this song!!! 0
+43 Hi, nice song Shakira! (Sorry for bad Brazilian) 0
+44 Part 5. Comforter of the afflicted, pray for us Help of Christians, pray for us Queen of Angels, pray for us Queen of Patriarchs, pray for us Queen of Prophets, pray for us Queen of Apostles, pray for us Queen of Martyrs, pray for us Queen of Confessors, pray for us Queen of Virgins, pray for us Queen of all Saints, pray for us Queen conceived without original sin, pray for us Queen of the most holy Rosary, pray for us Queen of the family, pray for us Queen of peace, pray for us 1
+45 Nice song 0
+46 Hey Music Fans I really appreciate any of you who will take the time to read this, and check my music out! I'm just a 15 year old boy DREAMING of being a successful MUSICIAN in the music world. I do lots of covers, and piano covers. But I don't have money to advertise. A simple thumbs up to my comment, a comment on my videos or a SUBSCRIPTION would be a step forward! It will only be a few seconds of your life that you won't regret!!! Thank u to all the people who just give me a chance! :) 1
+47 like!!!!! 0
+48 subscribe to my pagee please. 1
+49 shakira is the best! 0
+50 :D subscribe to me for daily vines 1
+51 I WILL NEVER FORGET THIS SONG IN MY LIFE LIKE THIS COMMENT OF YOUR HEARING THIS SONG FOR LIKE A YEAR!!!!! 1
+52 I felt old when I realized that this song was 5 years old... 0
+53 GREAT!!! 0
+54 I Know Y'all Can Check Out Amy Music Because Yall Got Me Go To Da Channel 1
+55 Shakira is different :) She is so happy all the time and she is spending for Africa :)<br />She can dance , sing and she speaks 4 languages 0
+56 I really am madly in love with this woman!! 0
+57 I love you ;p 0
+58 Hi. Check out and share our songs. 1
+59 Where are Shakifans? 0
+60 Hey Music Fans I really appreciate any of you who will take the time to read this, and check my music out! I'm just a 15 year old boy DREAMING of being a successful MUSICIAN in the music world. I do lots of covers, and piano covers. But I don't have money to advertise. A simple thumbs up to my comment, a comment on my videos or a SUBSCRIPTION would be a step forward! It will only be a few seconds of your life that you won't regret!!! Thank u to all the people who just give me a chance! :) 1
+61 Check out this playlist on YouTube<br /> 1
+62 Wow 0
+63 She is good 0
+64 Being paid to respond to fast paid surveys from home has enabled me to give up working and make more than 4500 bucks monthly. To read more go to this web site bit.ly\1bSefQe 1
+65 I love 0
+66 Check out my covers please! 1
+67 So underrated better<br />Than Katy perry :/ but in not saying Katy is bad but she has no meaning to her songs. Shakira has<br />Meaningful songs these are the songs which bring memories and vibe's. I will miss it. <br /> 0
+68 Every time I hear this song, I think about Iniesta's goal against the Netherlands... 0
+69 Meet The Richest Online Marketer NOW CLICK : bit.ly/make-money-without-adroid 1
+70 i like it :) 0
+71 Check out my channel :) 1
+72 Like 0
+73 Cool song 0
+74 Shakira is perfect 0
+75 we are 14 year old boys we are trying to enter in the music industry Maybe we are just a dreamers but we are not the? only one. Please give us one chance to prove ourself to you. we know these things are annoying as hell we are sorry? about that. But we do anything to get music heard. Please visit our channel subscribe if you like and thumb this comment up so everyone can see we have made a song called: I Wanna Play A Game please take a look on our channel Thankss!!! 1
+76 BEST SONG EVER X3333333333 0
+77 ********OMG Facebook is OLD! Check out -----------------> swagFriends com Make thousands of cool new friends everyday! Join the movement! 1
+78 :) 0
+79 Perhaps you have seen the newest Miley Cyrus SECRET video ? She's sucking an old man's cock , If you wish to see her , check out the celebrity website beneath : miley-secret-video.co.uk 1
+80 goood 0
+81 Check out this video on YouTube: 1
+82 Hey guys love this but check out this girl name cause she knows how to dance so search up ej ba dancing. 1
+83 waka waka 0
+84 Message : GTA V $20 FIFA 14 $15 PS4 $200 Galaxy S4 mini $250 Ipad 4 $200 visit the site hh.nl 1
+85 i love her 0
+86 Pleas subscribe GamezZ MTA my channel<br /> 1
+87 I love this song &I love shakira<333♡♡♡♡♡♡♡♡♡♡♡《33☆☆☆ 0
+88 she is sooooo beautiful! 0
+89 Wanderfol is love or miusic 0
+90 visit " ww estiloproduction com " best website to make money 1
+91 wow 0
+92 Waka waka 0
+93 Amazing song 0
+94 I love dis song!! 3 0
+95 coby this USL and past :<br /><a href="http://adf.ly">http://adf.ly</a> /1HmVtX<br />delete space after y 1
+96 This makes me miss the world cup 0
+97 ILove shakira 0
+98 adf.ly / KlD3Y 1
+99 I believe that soccer promotes terrorism. Bad choice, Shakira. 0
+100 i watched this because of the large amount of views and now i am convinced it is because that girl is so hot 0
+101 Still amazing this song!! I did a French Kpop Parody. Please come on my Channel to watch it. Share, suscribe, comment Thanks 1
+102 Nice love itttttttt wurkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkkk 0
+103 Please go in and see our Channel and subscribe :-). It would be Nice mate. 1
+104 BEST SONG! GO SHAKI :D 0
+105 god she is so sexy! drives me crazy! 0
+106 5 years ago damn 0
+107 CHECK OUT DANEJA GOOD GIRL 1
+108 Earn money for being online with 0 efforts! bit.ly\14gKvDo 1
+109 Love this song 0
+110 PLEASE CHECK OUT MY VIDEO CALLED "WE LOVE MIND MASTER IT" THANKS 1
+111 To help shakira become the first female to hit 1billiom views, I've decided to watch this Video at least one a day. Everyday! Shakifans we r so close just hit the replay button !!! 0
+112 There are beautiful songs please subscribe 1
+113 I love this song for two reasons: 1.it is about Africa 2.i was born in beautiful south Africa 0
+114 ｈｔｔｐ://ｗｗｗ.ｅｂａｙ.ｃｏｍ/ｕｓｒ/ｓｈｏｅｃｏｌｌｅｃｔｏｒ314 1
+115 It makes me happy instantly, and makes me forgot everything bad happening! 0
+116 I love song 0
+117 5 years soon! 0
+118 Lol I love this song 0
+119 Thumbs up if your watching in 2015 1
diff --git a/dst/agra_dst.py b/dst/agra_dst.py
new file mode 100644
index 0000000000000000000000000000000000000000..45c69a8e2bada252333c885afdbef1a1f2cbd90a
--- /dev/null
+++ b/dst/agra_dst.py
@@ -0,0 +1,99 @@
+# coding=utf-8
+#
+# Copyright 2024 Heinrich Heine University Duesseldorf
+#
+# Part of this code is based on the source code of AGRA
+# (arXiv:2306.04502)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import autograd_hacks
+import os
+import torch
+import sys
+
+import numpy as np
+
+from torch.utils.data import (DataLoader, WeightedRandomSampler)
+
+from agra import (AGRA)
+from utils_gpu import (to_device)
+from dst.utils_storm_dst import (batch_to_dict)
+
+
+class AGRA(AGRA):
+ # Implementation is limited to the slot gates.
+ def _get_comp_grads(self):
+ comp_grads = {params[0]: params[1].grad.reshape(-1).detach().clone().cpu()
+ for params in self.model.named_parameters()
+ if hasattr(params[1], 'grad1') and 'bias' not in params[0]}
+ if 'comp_grads' not in self.stats:
+ self.stats['comp_grads'] = {}
+ mean_comp_grads = {}
+ for slot in self.model.slot_list:
+ if slot not in self.stats['comp_grads']:
+ self.stats['comp_grads'][slot] = []
+ self.stats['comp_grads'][slot].append(comp_grads['class_' + slot + '.weight'].numpy())
+ self.stats['comp_grads'][slot] = self.stats['comp_grads'][slot][-1 * self.window_size:]
+ mean_comp_grads[slot] = np.mean(self.stats['comp_grads'][slot], 0)
+ return mean_comp_grads
+
+
+ def build_dataloader(self, batch_size):
+ comp_sampler = WeightedRandomSampler(self.agra_weights, len(self.dataset))
+ self.comp_dataloader = DataLoader(
+ self.dataset, sampler=comp_sampler, batch_size=batch_size, drop_last=True)
+ self.comp_dataloader = iter(self.comp_dataloader)
+
+
+ # Implementation is limited to the slot gates.
+ def agra_step(self, batch):
+ batch_size = batch['input_ids'].size(0)
+
+ # Get comparison gradients
+ comp_batch = next(self.comp_dataloader)
+ autograd_hacks.clear_grad1(self.model)
+ for slot in self.model.slot_list:
+ getattr(self.model, "class_" + slot).weight.retain_grad() # required for _get_comp_grads()
+ comp_batch = to_device(batch_to_dict(comp_batch), self.device)
+ comp_outputs = self.model(**comp_batch, suppress_dropout_passes=True)
+ comp_loss = comp_outputs[0][0]
+ comp_loss.backward()
+ autograd_hacks.compute_grad1(self.model, loss_type="sum", layer_groups=["class_"])
+ comp_grads = self._get_comp_grads()
+
+ for slot in self.model.slot_list:
+ del getattr(self.model, "class_" + slot).weight.grad
+ autograd_hacks.clear_grad1(self.model)
+
+ # Get sample gradients
+ outputs = self.model(**batch)
+ sample_loss = outputs[0][0]
+ sample_loss.backward()
+ autograd_hacks.compute_grad1(self.model, loss_type="sum", layer_groups=["class_"])
+ grads = {params[0]: params[1].grad1.detach().clone().cpu() for params in self.model.named_parameters() if
+ hasattr(params[1], 'grad1') and 'bias' not in params[0]}
+
+ # Get gradient scores
+ grad_scores = {}
+ for slot in self.model.slot_list:
+ grad_scores[slot] = np.zeros(batch_size)
+ for l_itr in range(batch_size):
+ sample_grads = grads["class_" + slot + ".weight"][l_itr].reshape(-1).numpy()
+ grad_scores[slot][l_itr] = np.sum(sample_grads * comp_grads[slot]) / ((np.linalg.norm(sample_grads) * np.linalg.norm(comp_grads[slot])) + 1e-8)
+ grad_scores[slot] = torch.tensor(grad_scores[slot])
+
+ autograd_hacks.clear_grad1(self.model)
+
+ return grad_scores
+
diff --git a/dst/modeling_dst.py b/dst/modeling_dst.py
new file mode 100644
index 0000000000000000000000000000000000000000..f5952e84d32337a9579cc8863f834208722430da
--- /dev/null
+++ b/dst/modeling_dst.py
@@ -0,0 +1,282 @@
+# coding=utf-8
+#
+# Copyright 2024 Heinrich Heine University Duesseldorf
+#
+# Part of this code is based on the source code of TripPy
+# (arXiv:2005.02877)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import torch
+
+from torch import nn
+from torch.nn import CrossEntropyLoss
+from transformers import (BertModel, BertPreTrainedModel,
+ RobertaModel, RobertaPreTrainedModel,
+ ElectraModel, ElectraPreTrainedModel)
+
+from modeling import (PARENT_CLASSES,
+ MODEL_CLASSES,
+ StraightThroughEstimator,
+ ElectraPooler)
+
+
+def TransformerForDST(parent_name):
+ if parent_name not in PARENT_CLASSES:
+ raise ValueError("Unknown model %s" % (parent_name))
+
+ class TransformerForDST(PARENT_CLASSES[parent_name]):
+ def __init__(self, config):
+ assert config.model_type in PARENT_CLASSES
+ assert self.__class__.__bases__[0] in MODEL_CLASSES
+ super(TransformerForDST, self).__init__(config)
+ self.model_type = config.model_type
+ self.slot_list = config.dst_slot_list
+ self.class_types = config.dst_class_types
+ self.class_labels = config.dst_class_labels
+ self.token_loss_for_nonpointable = config.dst_token_loss_for_nonpointable
+ self.refer_loss_for_nonpointable = config.dst_refer_loss_for_nonpointable
+ self.class_aux_feats_inform = config.dst_class_aux_feats_inform
+ self.class_aux_feats_ds = config.dst_class_aux_feats_ds
+ self.class_loss_ratio = config.dst_class_loss_ratio
+ self.dropout_rounds = config.dropout_rounds
+ self.no_class_separation = config.no_class_separation
+ self.rescaler_featnum = config.rescaler_featnum
+ self.rescaler_binary = config.rescaler_binary
+ self.rescaler_binary_threshold = config.rescaler_binary_threshold
+ self.config = config
+
+ # Only use refer loss if refer class is present in dataset.
+ if 'refer' in self.class_types:
+ self.refer_index = self.class_types.index('refer')
+ else:
+ self.refer_index = -1
+
+ self.add_module(self.model_type, MODEL_CLASSES[self.__class__.__bases__[0]](config))
+ if self.model_type == "electra":
+ self.pooler = ElectraPooler(config)
+
+ self.dropout = nn.Dropout(config.dst_dropout_rate)
+ self.dropout_heads = nn.Dropout(config.dst_heads_dropout_rate)
+
+ if self.class_aux_feats_inform:
+ self.add_module("inform_projection", nn.Linear(len(self.slot_list), len(self.slot_list)))
+ if self.class_aux_feats_ds:
+ self.add_module("ds_projection", nn.Linear(len(self.slot_list), len(self.slot_list)))
+
+ aux_dims = len(self.slot_list) * (self.class_aux_feats_inform + self.class_aux_feats_ds) # second term is 0, 1 or 2
+
+ for slot in self.slot_list:
+ self.add_module("class_" + slot, nn.Linear(config.hidden_size + aux_dims, self.class_labels))
+ self.add_module("token_" + slot, nn.Linear(config.hidden_size, 2))
+ self.add_module("refer_" + slot, nn.Linear(config.hidden_size + aux_dims, len(self.slot_list) + 1))
+
+ if not self.no_class_separation:
+ for c in self.class_types:
+ self.add_module("rescaler_" + c, nn.Sequential(
+ nn.Linear(self.rescaler_featnum, self.rescaler_featnum),
+ nn.BatchNorm1d(self.rescaler_featnum, affine=False),
+ nn.ReLU(),
+ nn.Linear(self.rescaler_featnum, 2),
+ nn.BatchNorm1d(2, affine=False),
+ nn.Softmax(dim=1),
+ ))
+ else:
+ self.rescaler = nn.Sequential(
+ nn.Linear(self.rescaler_featnum, self.rescaler_featnum),
+ nn.BatchNorm1d(self.rescaler_featnum, affine=False),
+ nn.ReLU(),
+ nn.Linear(self.rescaler_featnum, 2),
+ nn.BatchNorm1d(2, affine=False),
+ nn.Softmax(dim=1),
+ )
+ if self.rescaler_binary:
+ if not self.no_class_separation:
+ for c in self.class_types:
+ getattr(self, "rescaler_" + c).add_module(str(len(getattr(self, "rescaler_" + c)) + 1), StraightThroughEstimator(config.rescaler_binary_threshold))
+ else:
+ self.rescaler.add_module(str(len(self.rescaler) + 1), StraightThroughEstimator(config.rescaler_binary_threshold))
+
+ # Initialize weights and apply final processing
+ self.init_weights()
+
+ def forward(self,
+ input_ids = None,
+ input_mask = None,
+ segment_ids = None,
+ position_ids = None,
+ head_mask = None,
+ start_pos = None,
+ end_pos = None,
+ inform_slot_id = None,
+ refer_id = None,
+ class_label_id = None,
+ ids = None,
+ diag_state = None,
+ suppress_dropout_passes = False,
+ feats = None,
+ mode = "default"):
+
+ # --------------
+ # Rescaler model
+ # --------------
+
+ if mode == "rescaler":
+ if not self.no_class_separation:
+ logits = tuple([getattr(self, "rescaler_" + c)(feats) for c in self.class_types])
+ else:
+ logits = self.rescaler(feats)
+ return (logits,)
+
+ # --------------
+ # Task model
+ # --------------
+
+ if inform_slot_id is not None:
+ inform_labels = torch.stack(list(inform_slot_id.values()), 1).float()
+ if diag_state is not None:
+ diag_state_labels = torch.clamp(torch.stack(list(diag_state.values()), 1).float(), 0.0, 1.0)
+
+ dropout_rounds = 1
+ if not suppress_dropout_passes:
+ dropout_rounds += self.dropout_rounds
+
+ dropout_total_losses = []
+ dropout_per_slot_per_example_losses = []
+ dropout_per_slot_class_losses = []
+ dropout_per_slot_class_logits = []
+ dropout_per_slot_token_losses = []
+ dropout_per_slot_start_logits = []
+ dropout_per_slot_end_logits = []
+ dropout_per_slot_refer_losses = []
+ dropout_per_slot_refer_logits = []
+ for i in range(dropout_rounds):
+ if i > 0:
+ torch.set_grad_enabled(False)
+
+ outputs = getattr(self, self.model_type)(
+ input_ids,
+ attention_mask=input_mask,
+ token_type_ids=segment_ids,
+ position_ids=position_ids,
+ head_mask=head_mask
+ )
+
+ sequence_output = outputs[0]
+ if self.model_type == "electra":
+ pooled_output = self.pooler(sequence_output)
+ else:
+ pooled_output = outputs[1]
+
+ sequence_output = self.dropout(sequence_output)
+ pooled_output = self.dropout(pooled_output)
+
+ total_loss = 0
+ per_slot_per_example_loss = {}
+ per_slot_class_loss = {}
+ per_slot_class_logits = {}
+ per_slot_token_loss = {}
+ per_slot_start_logits = {}
+ per_slot_end_logits = {}
+ per_slot_refer_loss = {}
+ per_slot_refer_logits = {}
+ for slot in self.slot_list:
+ if self.class_aux_feats_inform and self.class_aux_feats_ds:
+ pooled_output_aux = torch.cat((pooled_output, self.inform_projection(inform_labels), self.ds_projection(diag_state_labels)), 1)
+ elif self.class_aux_feats_inform:
+ pooled_output_aux = torch.cat((pooled_output, self.inform_projection(inform_labels)), 1)
+ elif self.class_aux_feats_ds:
+ pooled_output_aux = torch.cat((pooled_output, self.ds_projection(diag_state_labels)), 1)
+ else:
+ pooled_output_aux = pooled_output
+ class_logits = self.dropout_heads(getattr(self, 'class_' + slot)(pooled_output_aux))
+
+ token_logits = self.dropout_heads(getattr(self, 'token_' + slot)(sequence_output))
+ start_logits, end_logits = token_logits.split(1, dim=-1)
+ start_logits = start_logits.squeeze(-1)
+ end_logits = end_logits.squeeze(-1)
+
+ refer_logits = self.dropout_heads(getattr(self, 'refer_' + slot)(pooled_output_aux))
+
+ per_slot_class_logits[slot] = class_logits
+ per_slot_start_logits[slot] = start_logits
+ per_slot_end_logits[slot] = end_logits
+ per_slot_refer_logits[slot] = refer_logits
+
+ # If there are no labels, don't compute loss
+ if class_label_id is not None and start_pos is not None and end_pos is not None and refer_id is not None:
+ # If we are on multi-GPU, split add a dimension
+ if len(start_pos[slot].size()) > 1:
+ start_pos[slot] = start_pos[slot].squeeze(-1)
+ if len(end_pos[slot].size()) > 1:
+ end_pos[slot] = end_pos[slot].squeeze(-1)
+ # sometimes the start/end positions are outside our model inputs, we ignore these terms
+ ignored_index = start_logits.size(1) # This is a single index
+ start_pos[slot] = start_pos[slot].clamp(0, ignored_index)
+ end_pos[slot] = end_pos[slot].clamp(0, ignored_index)
+
+ class_loss_fct = CrossEntropyLoss(reduction='none')
+ token_loss_fct = CrossEntropyLoss(reduction='none', ignore_index=ignored_index)
+ refer_loss_fct = CrossEntropyLoss(reduction='none')
+
+ start_loss = token_loss_fct(start_logits, start_pos[slot])
+ end_loss = token_loss_fct(end_logits, end_pos[slot])
+ token_loss = (start_loss + end_loss) / 2.0
+
+ token_is_pointable = (start_pos[slot] > 0).float()
+ if not self.token_loss_for_nonpointable:
+ token_loss *= token_is_pointable
+
+ refer_loss = refer_loss_fct(refer_logits, refer_id[slot])
+ token_is_referrable = torch.eq(class_label_id[slot], self.refer_index).float()
+ if not self.refer_loss_for_nonpointable:
+ refer_loss *= token_is_referrable
+
+ class_loss = class_loss_fct(class_logits, class_label_id[slot])
+
+ if self.refer_index > -1:
+ per_example_loss = (self.class_loss_ratio) * class_loss + ((1 - self.class_loss_ratio) / 2) * token_loss + ((1 - self.class_loss_ratio) / 2) * refer_loss
+ else:
+ per_example_loss = self.class_loss_ratio * class_loss + (1 - self.class_loss_ratio) * token_loss
+
+ total_loss += per_example_loss.sum()
+ per_slot_per_example_loss[slot] = per_example_loss
+ per_slot_class_loss[slot] = class_loss
+ per_slot_token_loss[slot] = token_loss
+ per_slot_refer_loss[slot] = refer_loss
+
+ dropout_total_losses.append(total_loss)
+ dropout_per_slot_per_example_losses.append(per_slot_per_example_loss)
+ dropout_per_slot_class_losses.append(per_slot_class_loss)
+ dropout_per_slot_class_logits.append(per_slot_class_logits)
+ dropout_per_slot_token_losses.append(per_slot_token_loss)
+ dropout_per_slot_start_logits.append(per_slot_start_logits)
+ dropout_per_slot_end_logits.append(per_slot_end_logits)
+ dropout_per_slot_refer_losses.append(per_slot_refer_loss)
+ dropout_per_slot_refer_logits.append(per_slot_refer_logits)
+
+ torch.set_grad_enabled(True)
+
+ outputs = (dropout_total_losses,
+ dropout_per_slot_per_example_losses,
+ dropout_per_slot_class_losses,
+ dropout_per_slot_class_logits,
+ dropout_per_slot_token_losses,
+ dropout_per_slot_start_logits,
+ dropout_per_slot_end_logits,
+ dropout_per_slot_refer_losses,
+ dropout_per_slot_refer_logits,) + outputs[2:]
+
+ return outputs
+
+ return TransformerForDST
diff --git a/dst/utils_storm_dst.py b/dst/utils_storm_dst.py
new file mode 100644
index 0000000000000000000000000000000000000000..c16bdf59d21c5f87df3a872a39065f50ac1e005f
--- /dev/null
+++ b/dst/utils_storm_dst.py
@@ -0,0 +1,237 @@
+# coding=utf-8
+#
+# Copyright 2024 Heinrich Heine University Duesseldorf
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import logging
+import torch
+
+import numpy as np
+
+from statistics import (NormalDist)
+
+from utils_storm import (Results, Filter,
+ gaussian_KL)
+
+logger = logging.getLogger(__name__)
+
+
+def batch_to_dict(batch):
+ assert len(batch) == 10
+ return {'input_ids': batch[0],
+ 'input_mask': batch[1],
+ 'segment_ids': batch[2],
+ 'start_pos': batch[3],
+ 'end_pos': batch[4],
+ 'inform_slot_id': batch[5],
+ 'refer_id': batch[6],
+ 'diag_state': batch[7],
+ 'class_label_id': batch[8],
+ 'ids': batch[9]}
+
+
+class Results(Results):
+ def _restructure(self, data):
+ restructured_data = {slot: [] for slot in data[0]}
+ for d in data:
+ for s in d:
+ restructured_data[s].append(d[s])
+ for s in restructured_data:
+ restructured_data[s] = torch.stack(restructured_data[s])
+ return restructured_data
+
+
+ def update(self, losses, logits, labels):
+ self.examples['losses'] = self._restructure(losses)
+ self.examples['logits'] = self._restructure(logits)
+ self.examples['labels'] = labels
+ self.examples['probs'] = {}
+ self.examples['preds'] = {}
+
+ for slot in self.examples['logits']:
+ self.examples['probs'][slot] = torch.softmax(self.examples['logits'][slot].float(), dim=2)
+ self.examples['preds'][slot] = torch.argmax(self.examples['logits'][slot], dim=2)
+
+ self._update_agreement(labels)
+ self._update_means()
+
+
+ def _update_agreement(self, labels):
+ self.examples['agreement'] = {}
+ for slot in self.examples['preds']:
+ agreement = self.examples['preds'][slot][0] == labels[slot] # [0] is prediction for which we backprop
+ dropout_agreement_cnt = (self.examples['preds'][slot] == labels[slot]).sum(0)
+ dropout_agreement = dropout_agreement_cnt >= self.examples['preds'][slot].size(0) / 2
+ tie = dropout_agreement_cnt == self.examples['preds'][slot].size(0) / 2
+ tie_idx = tie.nonzero(as_tuple=True)[0]
+ dropout_agreement[tie_idx] = agreement[tie_idx]
+ self.examples['agreement'][slot] = dropout_agreement
+
+
+ def _update_means(self):
+ self.examples['losses_means'] = {}
+ self.examples['losses_stds'] = {}
+ for slot in self.examples['losses']:
+ self.examples['losses_means'][slot] = self.examples['losses'][slot].mean(0)
+ self.examples['losses_stds'][slot] = self.examples['losses'][slot].std(0).nan_to_num()
+
+ self.examples['probs_means'] = {}
+ self.examples['probs_stds'] = {}
+ for slot in self.examples['probs']:
+ self.examples['probs_means'][slot] = self.examples['probs'][slot].max(2)[0].mean(0)
+ self.examples['probs_stds'][slot] = self.examples['probs'][slot].max(2)[0].std(0).nan_to_num()
+
+
+class Filter(Filter):
+ def get_stats(self, name, slot):
+ return self.stats[name][slot]
+
+
+ def get_stats_tensor(self, name, slot):
+ return torch.tensor(list(self.stats[name][slot].values()))
+
+
+ def _append_new_stats(self, stats):
+ for e in stats.examples:
+ for slot in stats[e]:
+ if stats[e][slot].dim() == 1:
+ if e not in self.stats:
+ self.stats[e] = {}
+ if slot not in self.stats[e]:
+ self.stats[e][slot] = {}
+ for l in range(self.num_labels):
+ if l not in self.stats[e][slot] or self.window_size == 0:
+ self.stats[e][slot][l] = torch.tensor([], dtype=stats[e][slot].dtype)
+ if self.num_labels > 1:
+ self.stats[e][slot][l] = torch.cat((self.stats[e][slot][l], stats[e][slot][stats['labels'][slot] == l]))
+ else:
+ self.stats[e][slot][l] = torch.cat((self.stats[e][slot][l], stats[e][slot]))
+ if self.window_size > 0:
+ self.stats[e][slot][l] = self.stats[e][slot][l][-1 * self.window_size * self.batch_size:] # sliding window
+
+
+ def update_batch_stats(self, stats):
+ self._append_new_stats(stats)
+
+ self.stats['loss_means_mean'] = {}
+ self.stats['loss_means_std'] = {}
+ self.stats['loss_stds_mean'] = {}
+ self.stats['loss_stds_std'] = {}
+ self.stats['prob_means_mean'] = {}
+ self.stats['prob_means_std'] = {}
+ self.stats['prob_stds_mean'] = {}
+ self.stats['prob_stds_std'] = {}
+ self.stats['kl'] = {}
+ self.stats['kl_mean'] = {}
+ self.stats['kl_std'] = {}
+ self.stats['ovl'] = {}
+ self.stats['ovl_mean'] = {}
+ self.stats['ovl_std'] = {}
+ if 'grad_scores' in stats.examples:
+ self.stats['grad_scores_mean'] = {}
+ self.stats['grad_scores_std'] = {}
+ for slot in self.stats['agreement']:
+ self.stats['loss_means_mean'][slot] = {}
+ self.stats['loss_means_std'][slot] = {}
+ self.stats['loss_stds_mean'][slot] = {}
+ self.stats['loss_stds_std'][slot] = {}
+ self.stats['prob_means_mean'][slot] = {}
+ self.stats['prob_means_std'][slot] = {}
+ self.stats['prob_stds_mean'][slot] = {}
+ self.stats['prob_stds_std'][slot] = {}
+ self.stats['kl'][slot] = {}
+ self.stats['kl_mean'][slot] = {}
+ self.stats['kl_std'][slot] = {}
+ self.stats['ovl'][slot] = {}
+ self.stats['ovl_mean'][slot] = {}
+ self.stats['ovl_std'][slot] = {}
+ if 'grad_scores' in stats.examples:
+ self.stats['grad_scores_mean'][slot] = {}
+ self.stats['grad_scores_std'][slot] = {}
+ for l in range(self.num_labels):
+ # Get batch loss statistics, separate by sample, then accumulated
+ (self.stats['loss_means_mean'][slot][l],
+ self.stats['loss_means_std'][slot][l],
+ self.stats['loss_stds_mean'][slot][l],
+ self.stats['loss_stds_std'][slot][l]) = self._update_batch_stats(self.stats['losses_means'][slot][l],
+ self.stats['losses_stds'][slot][l],
+ self.stats['agreement'][slot][l])
+
+ # Get batch probability statistics, separate by sample, then accumulated
+ (self.stats['prob_means_mean'][slot][l],
+ self.stats['prob_means_std'][slot][l],
+ self.stats['prob_stds_mean'][slot][l],
+ self.stats['prob_stds_std'][slot][l]) = self._update_batch_stats(self.stats['probs_means'][slot][l],
+ self.stats['probs_stds'][slot][l],
+ self.stats['agreement'][slot][l])
+
+ # Get batch loss distribution KL divergence statistics
+ (self.stats['kl'][slot][l],
+ self.stats['kl_mean'][slot][l],
+ self.stats['kl_std'][slot][l]) = self._update_batch_kl(self.stats['losses_means'][slot][l],
+ self.stats['losses_stds'][slot][l],
+ self.stats['loss_means_mean'][slot][l],
+ self.stats['loss_stds_mean'][slot][l],
+ self.stats['agreement'][slot][l],
+ mode="kl")
+
+ # Get batch loss distribution overlap statistics
+ (self.stats['ovl'][slot][l],
+ self.stats['ovl_mean'][slot][l],
+ self.stats['ovl_std'][slot][l]) = self._update_batch_kl(self.stats['losses_means'][slot][l],
+ self.stats['losses_stds'][slot][l],
+ self.stats['loss_means_mean'][slot][l],
+ self.stats['loss_stds_mean'][slot][l],
+ self.stats['agreement'][slot][l],
+ mode="ovl")
+
+ # Get grad statistics
+ if 'grad_scores' in stats.examples:
+ (self.stats['grad_scores_mean'][slot][l],
+ self.stats['grad_scores_std'][slot][l]) = self._update_global_batch_stats(self.stats['grad_scores'][slot][l],
+ self.stats['agreement'][slot][l])
+
+
+ def get_sample_stats(self, batch, stats, no_cat=False):
+ batch_size = batch['input_ids'].size(0)
+ kls = {slot: [] for slot in stats['agreement']}
+ ovls = {slot: [] for slot in stats['agreement']}
+ for l_itr in range(batch_size):
+ for slot in stats['agreement']:
+ d_cat = int(not no_cat) * (2 - int(stats['agreement'][slot][l_itr])) # 0, 1 or 2 (agree or disagree)
+
+ if self.num_labels > 1:
+ rlbl = batch['class_label_id'][slot][l_itr].item()
+ else:
+ rlbl = 0
+
+ d_losses_mean = stats['losses_means'][slot][l_itr].item()
+ d_losses_std = stats['losses_stds'][slot][l_itr].item()
+ d_probs_mean = stats['probs_means'][slot][l_itr].item()
+ d_probs_std = stats['probs_stds'][slot][l_itr].item()
+ if 'grad_scores' in stats.examples:
+ d_grad_scores = stats['grad_scores'][slot][l_itr].item()
+
+ g_kl_div = gaussian_KL(d_losses_mean,
+ d_losses_std,
+ self.stats['loss_means_mean'][slot][rlbl][d_cat],
+ self.stats['loss_stds_mean'][slot][rlbl][d_cat])
+ ovl = NormalDist(mu=d_losses_mean,
+ sigma=max(d_losses_std, self.eps)).overlap(
+ NormalDist(mu=self.stats['loss_means_mean'][slot][rlbl][d_cat],
+ sigma=max(self.stats['loss_stds_mean'][slot][rlbl][d_cat], self.eps)))
+
+ kls[slot].append(g_kl_div)
+ ovls[slot].append(ovl)
+ return kls, ovls
diff --git a/modeling.py b/modeling.py
new file mode 100644
index 0000000000000000000000000000000000000000..b6493b57dd24e56d59e17592059d52ab4611172c
--- /dev/null
+++ b/modeling.py
@@ -0,0 +1,254 @@
+# coding=utf-8
+#
+# Copyright 2024 Heinrich Heine University Duesseldorf
+#
+# Part of this code is based on the source code of TripPy
+# (arXiv:2005.02877)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import torch
+
+from torch import nn
+from torch.nn import (CrossEntropyLoss)
+from transformers import (BertModel, BertPreTrainedModel,
+ RobertaModel, RobertaPreTrainedModel,
+ ElectraModel, ElectraPreTrainedModel)
+
+PARENT_CLASSES = {
+ 'bert': BertPreTrainedModel,
+ 'roberta': RobertaPreTrainedModel,
+ 'electra': ElectraPreTrainedModel
+}
+
+MODEL_CLASSES = {
+ BertPreTrainedModel: BertModel,
+ RobertaPreTrainedModel: RobertaModel,
+ ElectraPreTrainedModel: ElectraModel
+}
+
+
+class STEFunction(torch.autograd.Function):
+ @staticmethod
+ def forward(ctx, input):
+ return (input >= 0.5).float()
+
+ @staticmethod
+ def backward(ctx, grad_output):
+ return torch.nn.functional.hardtanh(grad_output)
+
+
+class STEFunction01(STEFunction):
+ @staticmethod
+ def forward(ctx, input):
+ return (input >= 0.1).float()
+
+
+class STEFunction02(STEFunction):
+ @staticmethod
+ def forward(ctx, input):
+ return (input >= 0.2).float()
+
+
+class STEFunction03(STEFunction):
+ @staticmethod
+ def forward(ctx, input):
+ return (input >= 0.3).float()
+
+
+class STEFunction04(STEFunction):
+ @staticmethod
+ def forward(ctx, input):
+ return (input >= 0.4).float()
+
+
+class StraightThroughEstimator(nn.Module):
+ def __init__(self, t):
+ super(StraightThroughEstimator, self).__init__()
+ self.t = t
+
+ def forward(self, x):
+ if self.t == 0.1:
+ x = STEFunction01.apply(x)
+ elif self.t == 0.2:
+ x = STEFunction02.apply(x)
+ elif self.t == 0.3:
+ x = STEFunction03.apply(x)
+ elif self.t == 0.4:
+ x = STEFunction04.apply(x)
+ else:
+ x = STEFunction.apply(x)
+ return x
+
+
+class ElectraPooler(nn.Module):
+ def __init__(self, config):
+ super().__init__()
+ self.dense = nn.Linear(config.hidden_size, config.hidden_size)
+ self.activation = nn.Tanh()
+
+ def forward(self, hidden_states):
+ # We "pool" the model by simply taking the hidden state corresponding
+ # to the first token.
+ first_token_tensor = hidden_states[:, 0]
+ pooled_output = self.dense(first_token_tensor)
+ pooled_output = self.activation(pooled_output)
+ return pooled_output
+
+
+def TransformerForGlue(parent_name):
+ if parent_name not in PARENT_CLASSES:
+ raise ValueError("Unknown model %s" % (parent_name))
+
+ class TransformerForGlue(PARENT_CLASSES[parent_name]):
+ def __init__(self, config):
+ assert config.model_type in PARENT_CLASSES
+ assert self.__class__.__bases__[0] in MODEL_CLASSES
+ super(TransformerForGlue, self).__init__(config)
+ self.model_type = config.model_type
+ self.num_labels = config.num_labels
+ self.dropout_rounds = config.dropout_rounds
+ self.use_tfidf = config.use_tfidf
+ self.tfidf_dim = config.tfidf_dim if hasattr(config, "tfidf_dim") else 0
+ self.no_class_separation = config.no_class_separation
+ self.rescaler_featnum = config.rescaler_featnum
+ self.rescaler_binary = config.rescaler_binary
+ self.rescaler_binary_threshold = config.rescaler_binary_threshold
+ self.config = config
+
+ self.add_module(self.model_type, MODEL_CLASSES[self.__class__.__bases__[0]](config))
+ if self.model_type == "electra":
+ self.pooler = ElectraPooler(config)
+
+ classifier_dropout = (
+ config.classifier_dropout if config.classifier_dropout is not None else config.hidden_dropout_prob
+ )
+ self.dropout = nn.Dropout(classifier_dropout)
+
+ if self.use_tfidf:
+ self.classifier = nn.Linear(self.tfidf_dim, config.num_labels)
+ else:
+ self.classifier = nn.Linear(config.hidden_size, config.num_labels)
+
+ if not self.no_class_separation:
+ for c in range(self.num_labels):
+ self.add_module("rescaler_" + str(c), nn.Sequential(
+ nn.Linear(self.rescaler_featnum, self.rescaler_featnum),
+ nn.BatchNorm1d(self.rescaler_featnum, affine=False),
+ nn.ReLU(),
+ nn.Linear(self.rescaler_featnum, 2),
+ nn.BatchNorm1d(2, affine=False),
+ nn.Softmax(dim=1),
+ ))
+ else:
+ self.rescaler = nn.Sequential(
+ nn.Linear(self.rescaler_featnum, self.rescaler_featnum),
+ nn.BatchNorm1d(self.rescaler_featnum, affine=False),
+ nn.ReLU(),
+ nn.Linear(self.rescaler_featnum, 2),
+ nn.BatchNorm1d(2, affine=False),
+ nn.Softmax(dim=1),
+ )
+ if self.rescaler_binary:
+ if not self.no_class_separation:
+ for c in range(self.num_labels):
+ getattr(self, "rescaler_" + str(c)).add_module(str(len(getattr(self, "rescaler_" + str(c))) + 1),
+ StraightThroughEstimator(config.rescaler_binary_threshold))
+ else:
+ self.rescaler.add_module(str(len(self.rescaler) + 1),
+ StraightThroughEstimator(config.rescaler_binary_threshold))
+
+ # Initialize weights and apply final processing
+ self.post_init()
+
+ def forward(
+ self,
+ input_ids = None,
+ attention_mask = None,
+ token_type_ids = None,
+ position_ids = None,
+ head_mask = None,
+ inputs_embeds = None,
+ labels = None,
+ ids = None,
+ feats = None,
+ output_attentions = None,
+ output_hidden_states = None,
+ no_grad = False,
+ suppress_dropout_passes = False,
+ mode = "default"):
+
+ # --------------
+ # Rescaler model
+ # --------------
+
+ if mode == "rescaler":
+ if not self.no_class_separation:
+ logits = tuple([getattr(self, "rescaler_" + str(c))(feats) for c in range(self.num_labels)])
+ else:
+ logits = self.rescaler(feats)
+ return (logits,)
+
+ # --------------
+ # Task model
+ # --------------
+
+ dropout_rounds = 1
+ if not suppress_dropout_passes:
+ dropout_rounds += self.dropout_rounds
+
+ dropout_losses = []
+ dropout_logits = []
+ for i in range(dropout_rounds):
+ if i > 0:
+ torch.set_grad_enabled(False)
+
+ outputs = getattr(self, self.model_type)(
+ input_ids,
+ attention_mask=attention_mask,
+ token_type_ids=token_type_ids,
+ position_ids=position_ids,
+ head_mask=head_mask,
+ inputs_embeds=inputs_embeds,
+ output_attentions=output_attentions,
+ output_hidden_states=output_hidden_states)
+
+ if self.model_type == "electra":
+ pooled_output = self.pooler(outputs[0])
+ else:
+ pooled_output = outputs[1]
+
+ pooled_output = self.dropout(pooled_output)
+ if self.use_tfidf:
+ if i > 0:
+ logits = self.classifier(self.dropout(feats))
+ else:
+ logits = self.classifier(feats)
+ else:
+ logits = self.classifier(pooled_output)
+
+ if labels is not None:
+ loss_fct = CrossEntropyLoss(reduction='none')
+ loss = loss_fct(logits.view(-1, self.num_labels), labels.view(-1))
+
+ dropout_losses.append(loss)
+ dropout_logits.append(logits)
+
+ torch.set_grad_enabled(True)
+
+ outputs = (torch.stack(dropout_losses),
+ torch.stack(dropout_logits),) + outputs[2:]
+
+ return outputs
+
+ return TransformerForGlue
diff --git a/storm.py b/storm.py
new file mode 100644
index 0000000000000000000000000000000000000000..96916bdf7d8b5cd2deb4d158c546688164b344e7
--- /dev/null
+++ b/storm.py
@@ -0,0 +1,787 @@
+# coding=utf-8
+#
+# Copyright 2024 Heinrich Heine University Duesseldorf
+#
+# Part of this code is based on the source code of Transformers
+# (arXiv:1910.03771)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import argparse
+import autograd_hacks
+import copy
+import gzip
+import higher
+import json
+import logging
+import math
+import os
+import pickle
+import random
+import re
+import torch
+import transformers
+import warnings
+
+import numpy as np
+
+from sklearn.metrics import (f1_score, matthews_corrcoef)
+from tensorboardX import (SummaryWriter)
+from torch.utils.data import (DataLoader, WeightedRandomSampler)
+from tqdm.auto import (tqdm)
+from transformers import (
+ BertConfig, BertModel, BertTokenizer,
+ RobertaConfig, RobertaModel, RobertaTokenizer,
+ ElectraConfig, ElectraModel, ElectraTokenizer)
+
+from agra import (AGRA)
+from modeling import (TransformerForGlue)
+from utils_gpu import (from_device, to_device)
+from utils_storm import (print_header, Results, Filter)
+
+warnings.filterwarnings("ignore", "Detected call of `lr_scheduler\.step\(\)` before `optimizer\.step\(\)`\.", UserWarning)
+
+MODEL_CLASSES = {
+ 'bert': (BertConfig, TransformerForGlue('bert'), BertModel, BertTokenizer),
+ 'roberta': (RobertaConfig, TransformerForGlue('roberta'), RobertaModel, RobertaTokenizer),
+ 'electra': (ElectraConfig, TransformerForGlue('electra'), ElectraModel, ElectraTokenizer),
+}
+
+logger = logging.getLogger(__name__)
+
+
+def parse_args():
+ def list_of_strings(arg):
+ return arg.split(',')
+
+ parser = argparse.ArgumentParser(description="STORM for text classification tasks.")
+
+ # Required parameters
+ parser.add_argument("--task_name", type=str, default=None, required=True,
+ help="The name of the glue task to train on.")
+ parser.add_argument("--model_type", type=str, default=None, required=True,
+ help="Model type.",
+ choices=list(MODEL_CLASSES.keys()))
+ parser.add_argument("--model_name_or_path", type=str, default=None, required=True,
+ help="Path to pretrained model or model identifier from huggingface.co/models.")
+ parser.add_argument("--train_file", type=str, default=None, required=True,
+ help="A tsv file containing the training data.")
+ parser.add_argument("--validation_file", type=str, default=None, required=True,
+ help="A tsv file containing the validation data.")
+
+ # Other parameters
+ parser.add_argument("--test_file", type=str, default=None,
+ help="A tsv file containing the test data. Loading a test file overwrites --crossvalid_fold.")
+ parser.add_argument("--max_length", type=int, default=128,
+ help="The maximum total input sequence length after tokenization. "
+ "Sequences longer than this will be truncated, sequences shorter "
+ "will be padded if `--pad_to_max_lengh` is passed.")
+ parser.add_argument("--pad_to_max_length", action="store_true",
+ help="If passed, pad all samples to `max_length`. Otherwise, dynamic padding is used.")
+ parser.add_argument("--train_batch_size", type=int, default=8,
+ help="Batch size for the training dataloader.")
+ parser.add_argument("--eval_batch_size", type=int, default=8,
+ help="Batch size for the evaluation dataloader.")
+ parser.add_argument("--learning_rate", type=float, default=5e-5,
+ help="Initial learning rate (after the potential warmup period) to use.")
+ parser.add_argument("--rescaler_learning_rate", type=float, default=1e-2,
+ help="Initial learning rate (after the potential warmup period) to use.")
+ parser.add_argument("--weight_decay", type=float, default=0.0,
+ help="Weight decay to use.")
+ parser.add_argument("--num_train_epochs", type=int, default=3,
+ help="Total number of training epochs to perform.")
+ parser.add_argument("--max_train_steps", type=int, default=None,
+ help="Total number of training steps to perform. If provided, overrides num_train_epochs.")
+ parser.add_argument("--lr_scheduler_type", type=str, default="constant",
+ help="The scheduler type to use.",
+ choices=["linear", "cosine", "cosine_with_restarts", "polynomial", "constant", "constant_with_warmup"])
+ parser.add_argument("--warmup_proportion", type=float, default=0.0,
+ help="Proportion of steps for the warmup in the lr scheduler.")
+ parser.add_argument("--output_dir", type=str, default=None,
+ help="Where to store the final model.")
+ parser.add_argument("--seed", type=int, default=42,
+ help="A seed for reproducible training.")
+ parser.add_argument('--local_files_only', action='store_true',
+ help="Whether to only load local model files (useful when working offline).")
+ parser.add_argument('--logging_steps', type=int, default=100,
+ help="Log every X updates steps.")
+ parser.add_argument("--save_checkpoints", action='store_true',
+ help="When set, saves model checkpoint after every epoch.")
+ parser.add_argument("--save_stats", action='store_true',
+ help="When set, saves detailed training statistics as gzipped json.")
+ parser.add_argument('--stats_window', type=int, default=1,
+ help="Window size for sample statistics memory (in number of batches).")
+ parser.add_argument("--simulate_only", action='store_true',
+ help="When set, rescaling is not actually applied (but still learned).")
+ parser.add_argument('--dropout_rounds', type=int, default=2,
+ help="Number of additional forward passes to compute sample statistics.")
+ parser.add_argument("--no_cat", action='store_true',
+ help="When set, sample statistics are computed by label-prediction agreement.")
+ parser.add_argument("--agra", action='store_true',
+ help="Use original AGRA method instead of rescaler. "
+ "AGRA does not use meta learning.")
+ parser.add_argument("--agra_weighted", action='store_true',
+ help="When set, uses class weighting to sample comparison batches.")
+ parser.add_argument("--agra_loss", type=str, default="CE",
+ help="Comparison loss for AGRA.",
+ choices=["CE", "F1"])
+ parser.add_argument("--agra_layer_groups", type=list_of_strings, default='classifier',
+ help="Layer groups to consider for AGRA.")
+ parser.add_argument("--use_tfidf", action='store_true',
+ help="When set, loads TF-IDF features instead of using a transformer encoder. Requires --tfidf_path.")
+ parser.add_argument("--tfidf_path", type=str, default=None,
+ help="Path to TF-IDF features to be loaded when using --use_tdidf.")
+ parser.add_argument("--evaluate_rescaling", action='store_true',
+ help="When set, evaluate rescaling performance given a dataset with corruption labels "
+ "that indicate whether the original label is noisy. "
+ "Note: You need to ensure that such labels exist in the data, "
+ "as the code does not assert this automatically.")
+ parser.add_argument('--crossvalid_fold', type=int, default=-1,
+ help="When set to 0 or 1, uses 2-fold cross-validation given the --validation_file. "
+ "Usage: Run this script separately once for fold 0 and 1 "
+ "and then manually pool your results accordingly.",
+ choices=[-1, 0, 1])
+ parser.add_argument("--meta_dataset", type=str, default="train",
+ help="Dataset used for the meta update step (default for STORM: 'train').",
+ choices=["train", "eval"])
+ parser.add_argument('--meta_innerloop_rounds', type=int, default=1,
+ help="Number of inner loop traversals for meta learning.")
+ parser.add_argument("--rescaler_binary", action='store_true',
+ help="When set, rescaler will produce binary loss weights, i.e., 0 or 1.")
+ parser.add_argument("--rescaler_binary_threshold", type=float, default=0.5,
+ help="Confidence threshold for binary rescaler.",
+ choices=[0.1, 0.2, 0.3, 0.4, 0.5])
+ parser.add_argument("--rescaler_feats", type=str, default="default",
+ help="Feature set for rescaler.",
+ choices=["default", "loss"])
+ parser.add_argument("--rescaler_feats_no_cat", action='store_true',
+ help="When set, cat is not added to the feature set of the rescaler.")
+ parser.add_argument("--no_class_separation", action='store_true',
+ help="When set, sample statistics are not separated by target classes.")
+ parser.add_argument("--no_meta_loss_rescaling", action='store_true',
+ help="When set, no meta loss rescaling is used.")
+
+ args = parser.parse_args()
+
+ assert not args.use_tfidf or args.tfidf_path is not None
+
+ args.device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+
+ return args
+
+
+def evaluate_task(pred, ref, metrics):
+ results = {}
+ if "accuracy" in metrics:
+ results['accuracy'] = (np.array(pred) == np.array(ref)).mean()
+ if "f1" in metrics:
+ results['f1'] = f1_score(y_true=ref, y_pred=pred)
+ if "matthews_correlation" in metrics:
+ results['matthews_correlation'] = matthews_corrcoef(y_true=ref, y_pred=pred)
+ return results
+
+
+def load_raw_dataset(input_file, data_specs, has_corruption_labels=False):
+ def label_map(label, lbl_map):
+ if lbl_map is not None:
+ return lbl_map[label]
+ else:
+ return int(label)
+
+ raw_data = []
+ id_to_pos = {}
+ unique_labels = set()
+ corrupted_ids = []
+ with open(input_file, "r", encoding='utf-8-sig') as f:
+ for l_itr, line in enumerate(f):
+ data_point = {'labels': None, 'sentence1': None, 'sentence2': None, 'ids': None}
+ if data_specs['has_header'] and l_itr == 0:
+ continue
+ raw_data_point = line.strip().split('\t')
+ data_point['labels'] = label_map(raw_data_point[data_specs['label']], data_specs['label_map'])
+ data_point['sentence1'] = raw_data_point[data_specs['sentence1']]
+ data_point['sentence2'] = raw_data_point[data_specs['sentence2']] if data_specs['sentence2'] is not None else None
+ data_point['ids'] = l_itr - 1 if data_specs['has_header'] else l_itr
+ id_to_pos[data_point['ids']] = len(raw_data)
+ raw_data.append(data_point)
+ if has_corruption_labels and raw_data_point[-1] == 'True':
+ corrupted_ids.append(data_point['ids'])
+ unique_labels.add(data_point['labels'])
+ return raw_data, list(unique_labels), id_to_pos, corrupted_ids
+
+
+def process_raw_dataset(dataset, tokenizer, padding, max_length):
+ processed_dataset = []
+ for i in tqdm(dataset, desc="Running tokenizer on dataset"):
+ # Tokenize the texts
+ text = ((i['sentence1'],) if i['sentence2'] is None else (i['sentence1'], i['sentence2']))
+ result = tokenizer(*text, padding=padding, max_length=max_length, truncation=True)
+ if 'ids' in i:
+ result['ids'] = i['ids']
+ if 'labels' in i:
+ result['labels'] = i['labels']
+ processed_dataset.append(result)
+ return processed_dataset
+
+
+# For TF-IDF features. May be removed later.
+def add_feats_to_raw_dataset(dataset, feats_path):
+ feats_dict = pickle.load(open(feats_path, "rb"))
+ for i in dataset:
+ ids = str(i['ids'])
+ if ids in feats_dict:
+ i['feats'] = feats_dict[ids].tolist()
+ else:
+ raise Exception("Feats not found")
+
+
+def evaluate_filtering(corrupted_ids, filter_list_by_epoch, epoch, data_size):
+ prediction_size = len(filter_list_by_epoch[epoch])
+ c_tp = 0
+ c_fn = 0
+ for i in corrupted_ids:
+ if i in filter_list_by_epoch[epoch]:
+ c_tp += 1
+ else:
+ c_fn += 1
+ c_fp = prediction_size - c_tp
+ c_tn = data_size - c_tp - c_fp - c_fn
+ precision = c_tp / (c_tp + c_fp + 1e-8)
+ recall = c_tp / (c_tp + c_fn + 1e-8)
+ f1 = 2 * (precision * recall) / (precision + recall + 1e-8)
+ acc = (c_tp + c_tn) / (c_tp + c_fp + c_tn + c_fn + 1e-8)
+ specificity = c_tn / (c_tn + c_fp + 1e-8)
+ return precision, recall, f1, specificity, acc, c_tp, c_tn, c_fp, c_fn
+
+
+def call_rescaler(args, model, epoch_filter, step_results, kls, ovls, per_example_loss, batch, num_labels, corrupted_ids):
+ d_cat = int(not args.no_cat) * (2 - step_results['agreement'].type(torch.int)) # 0, 1 or 2 (agree or disagree)
+ rlbls = torch.full(batch['labels'].size(), 0) if args.no_class_separation else from_device(batch['labels'])
+ if args.rescaler_feats == "default":
+ feats = torch.cat((step_results['losses_means'].reshape(-1,1),
+ epoch_filter.get_stats_tensor('loss_means_mean')[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('loss_means_std')[rlbls, d_cat].reshape(-1,1),
+ step_results['losses_stds'].reshape(-1,1),
+ epoch_filter.get_stats_tensor('loss_stds_mean')[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('loss_stds_std')[rlbls, d_cat].reshape(-1,1),
+ step_results['probs_means'].reshape(-1,1),
+ epoch_filter.get_stats_tensor('prob_means_mean')[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('prob_means_std')[rlbls, d_cat].reshape(-1,1),
+ step_results['probs_stds'].reshape(-1,1),
+ epoch_filter.get_stats_tensor('prob_stds_mean')[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('prob_stds_std')[rlbls, d_cat].reshape(-1,1),
+ torch.tensor(kls).reshape(-1,1),
+ epoch_filter.get_stats_tensor('kl_mean')[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('kl_std')[rlbls, d_cat].reshape(-1,1),
+ torch.tensor(ovls).reshape(-1,1),
+ epoch_filter.get_stats_tensor('ovl_mean')[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('ovl_std')[rlbls, d_cat].reshape(-1,1)),
+ dim=1).type(torch.float).to(args.device)
+ elif args.rescaler_feats == "loss":
+ feats = per_example_loss.reshape(-1,1).detach().clone() # Loss w/o grad
+ else:
+ raise Exception("Unknown rescaler features.")
+ if not args.rescaler_feats_no_cat:
+ feats = torch.cat((feats, step_results['agreement'].unsqueeze(1).type(torch.float).to(args.device)), dim=1)
+ rescaler_outputs = model(feats=feats, mode="rescaler")
+ if not args.no_class_separation:
+ rescaler_outputs = rescaler_outputs[0]
+ new_rescaler_outputs = rescaler_outputs[0] * (step_results['labels'] == 0).unsqueeze(1).to(args.device)
+ for c in range(1, num_labels):
+ new_rescaler_outputs += rescaler_outputs[c] * (step_results['labels'] == c).unsqueeze(1).to(args.device)
+ rescaler_outputs = (new_rescaler_outputs,)
+ rescaler_outputs = rescaler_outputs[0][:,1]
+ return rescaler_outputs
+
+
+def main():
+ args = parse_args()
+
+ # Set up logging, print header
+ logging.basicConfig(format="%(asctime)s - %(levelname)s - %(name)s - %(message)s",
+ datefmt="%m/%d/%Y %H:%M:%S",
+ level=logging.INFO)
+ logger.setLevel(logging.INFO)
+ transformers.utils.logging.set_verbosity_info()
+ tb_writer = SummaryWriter()
+
+ print_header()
+
+ for a in vars(args):
+ logger.info("{:40s} {:s}".format(a, str(getattr(args, a))))
+ logger.info("")
+
+ # If passed along, set the training seed now.
+ if args.seed is not None:
+ transformers.set_seed(args.seed)
+
+ # Handle the repository creation
+ if args.output_dir is not None:
+ os.makedirs(args.output_dir, exist_ok=True)
+
+ # Loading the datasets.
+ data_specs = {'rte': {'has_header': True, 'label': 3, 'sentence1': 1, 'sentence2': 2, 'label_map': {'not_entailment': 0, 'entailment': 1}},
+ 'mrpc': {'has_header': True, 'label': 0, 'sentence1': 3, 'sentence2': 4, 'label_map': None},
+ 'cola': {'has_header': False, 'label': 1, 'sentence1': 3, 'sentence2': None, 'label_map': None},
+ 'youtube': {'has_header': True, 'label': 2, 'sentence1': 1, 'sentence2': None, 'label_map': None},
+ 'sms': {'has_header': True, 'label': 2, 'sentence1': 1, 'sentence2': None, 'label_map': None}}
+ raw_datasets = {}
+ raw_datasets["train"], label_list, train_id_to_pos, corrupted_ids = load_raw_dataset(args.train_file,
+ data_specs[args.task_name],
+ has_corruption_labels=args.evaluate_rescaling)
+ raw_datasets["validation"], _, _, _ = load_raw_dataset(args.validation_file, data_specs[args.task_name])
+ if args.test_file is not None:
+ raw_datasets["test"], _, _, _ = load_raw_dataset(args.test_file, data_specs[args.task_name])
+ elif args.crossvalid_fold == 0:
+ raw_datasets["test"] = raw_datasets["validation"][int(len(raw_datasets["validation"]) / 2):]
+ raw_datasets["validation"] = raw_datasets["validation"][:int(len(raw_datasets["validation"]) / 2)]
+ elif args.crossvalid_fold == 1:
+ raw_datasets["test"] = raw_datasets["validation"][:int(len(raw_datasets["validation"]) / 2)]
+ raw_datasets["validation"] = raw_datasets["validation"][int(len(raw_datasets["validation"]) / 2):]
+
+
+ # Labels
+ label_list.sort() # Let's sort it for determinism
+ num_labels = len(label_list)
+
+ config_class, model_class, default_class, tokenizer_class = MODEL_CLASSES[args.model_type]
+
+ # Load pretrained model and tokenizer
+ config = config_class.from_pretrained(args.model_name_or_path, num_labels=num_labels, finetuning_task=args.task_name, local_files_only=args.local_files_only)
+ config.dropout_rounds = args.dropout_rounds
+ config.use_tfidf = args.use_tfidf
+ config.no_class_separation = args.no_class_separation
+ config.rescaler_binary = args.rescaler_binary
+ config.rescaler_binary_threshold = args.rescaler_binary_threshold
+ if args.rescaler_feats == "default":
+ config.rescaler_featnum = 18
+ elif args.rescaler_feats == "loss":
+ config.rescaler_featnum = 1
+ else:
+ raise Exception("Unknown rescaler features.")
+ if not args.rescaler_feats_no_cat:
+ config.rescaler_featnum += 1
+
+ tokenizer = tokenizer_class.from_pretrained(args.model_name_or_path, local_files_only=args.local_files_only)
+ padding = "max_length" if args.pad_to_max_length else False
+ train_dataset = process_raw_dataset(raw_datasets["train"], tokenizer, padding, args.max_length)
+ eval_dataset = process_raw_dataset(raw_datasets["validation"], tokenizer, padding, args.max_length)
+ if args.test_file is not None or args.crossvalid_fold > -1:
+ test_dataset = process_raw_dataset(raw_datasets["test"], tokenizer, padding, args.max_length)
+ if args.use_tfidf:
+ add_feats_to_raw_dataset(train_dataset, os.path.join(args.tfidf_path, "train_feats.pickle"))
+ add_feats_to_raw_dataset(eval_dataset, os.path.join(args.tfidf_path, "valid_feats.pickle"))
+ if args.test_file is not None:
+ add_feats_to_raw_dataset(test_dataset, os.path.join(args.tfidf_path, "test_feats.pickle"))
+ elif args.crossvalid_fold > -1:
+ add_feats_to_raw_dataset(test_dataset, os.path.join(args.tfidf_path, "valid_feats.pickle"))
+ config.tfidf_dim = len(train_dataset[0]['feats'])
+ model = model_class.from_pretrained(
+ args.model_name_or_path,
+ from_tf=bool(".ckpt" in args.model_name_or_path),
+ config=config,
+ local_files_only=args.local_files_only)
+
+ # DataLoaders creation:
+ if args.pad_to_max_length:
+ # If padding was already done ot max length, we use the default data collator that will just convert everything
+ # to tensors.
+ data_collator = transformers.default_data_collator
+ else:
+ # Otherwise, `DataCollatorWithPadding` will apply dynamic padding for us (by padding to the maximum length of
+ # the samples passed). When using mixed precision, we add `pad_to_multiple_of=8` to pad all tensors to multiple
+ # of 8s, which will enable the use of Tensor Cores on NVIDIA hardware with compute capability >= 7.5 (Volta).
+ data_collator = transformers.DataCollatorWithPadding(tokenizer, pad_to_multiple_of=(None))
+
+ eval_dataloader = DataLoader(eval_dataset, collate_fn=data_collator, batch_size=args.eval_batch_size)
+ if args.test_file is not None or args.crossvalid_fold > -1:
+ test_dataloader = DataLoader(test_dataset, collate_fn=data_collator, batch_size=args.eval_batch_size)
+
+ # Optimizer
+ # Split weights in two groups, one with weight decay and the other not.
+ no_decay = ["bias", "LayerNorm.weight"]
+ inner_optimizer_grouped_parameters = [
+ {
+ "params": [p for n, p in model.named_parameters() if not any(nd in n for nd in no_decay) and not "rescaler" in n],
+ "weight_decay": args.weight_decay,
+ },
+ {
+ "params": [p for n, p in model.named_parameters() if any(nd in n for nd in no_decay) and not "rescaler" in n],
+ "weight_decay": 0.0,
+ },
+ ]
+ outer_optimizer_grouped_parameters = [
+ {
+ "params": [p for n, p in model.named_parameters() if not any(nd in n for nd in no_decay) and "rescaler" in n],
+ "weight_decay": args.weight_decay,
+ },
+ {
+ "params": [p for n, p in model.named_parameters() if any(nd in n for nd in no_decay) and "rescaler" in n],
+ "weight_decay": 0.0,
+ },
+ ]
+ inner_optimizer = torch.optim.Adam(inner_optimizer_grouped_parameters, lr=args.learning_rate)
+ meta_optimizer = torch.optim.Adam(outer_optimizer_grouped_parameters, lr=args.rescaler_learning_rate)
+
+ model.to(args.device)
+
+ # Note -> the training dataloader needs to be prepared before we grab his length below (cause its length will be
+ # shorter in multiprocess)
+
+ # Scheduler and math around the number of training steps.
+ num_update_steps_per_epoch = math.ceil(len(train_dataset) / args.train_batch_size)
+ if args.max_train_steps is None:
+ args.max_train_steps = args.num_train_epochs * num_update_steps_per_epoch # t_total
+ else:
+ args.num_train_epochs = math.ceil(args.max_train_steps / num_update_steps_per_epoch)
+
+ # This would jointly regulate the lr for inner_optimizer and meta_optimizer
+ # if both optimizers would use the same grouped_parameters, i.e.,
+ # the lr is tied to the parameters, not to the optimizer.
+ lr_scheduler = transformers.get_scheduler(
+ name=args.lr_scheduler_type,
+ optimizer=inner_optimizer,
+ num_warmup_steps=int(args.max_train_steps * args.warmup_proportion),
+ num_training_steps=args.max_train_steps,
+ )
+
+ if args.agra:
+ agra = AGRA(args.agra_loss,
+ num_labels,
+ args.agra_weighted,
+ train_dataset,
+ model=model,
+ device=args.device,
+ window_size=args.stats_window)
+
+ # Train!
+ logger.info("***** Running training *****")
+ logger.info(f" Num examples = {len(train_dataset)}")
+ logger.info(f" Num Epochs = {args.num_train_epochs}")
+ logger.info(f" Total train batch size = {args.train_batch_size}")
+ logger.info(f" Total optimization steps = {args.max_train_steps}")
+
+ progress_bar = tqdm(range(args.max_train_steps))
+ completed_steps = 0
+ tr_loss, logging_loss = 0.0, 0.0
+
+ stat_list = {}
+ filter_list_by_epoch = {-1: []}
+ for epoch in range(args.num_train_epochs):
+ train_dataloader = DataLoader(
+ train_dataset, shuffle=True, collate_fn=data_collator, batch_size=args.train_batch_size
+ )
+
+ train_inner_dataloader = DataLoader(
+ train_dataset, shuffle=True, collate_fn=data_collator, batch_size=args.train_batch_size
+ )
+
+ # Meta dataloader
+ if args.meta_dataset == "eval":
+ meta_dataset = eval_dataset
+ else:
+ meta_dataset = train_dataset
+ meta_sampler = WeightedRandomSampler(torch.ones(len(meta_dataset)), len(meta_dataset))
+ meta_dataloader = DataLoader(
+ meta_dataset, collate_fn=data_collator, batch_size=args.train_batch_size, sampler=meta_sampler)
+
+ if args.agra:
+ agra.build_dataloader(data_collator, args.train_batch_size)
+
+ model.train()
+
+ filter_list_by_epoch[epoch] = []
+ # Setting this to 1 will cause Filter to not separate stats by target class
+ num_filter_labels = 1 if args.no_class_separation else num_labels
+ epoch_filter = Filter(num_filter_labels,
+ args.stats_window,
+ args.train_batch_size)
+ if not args.no_meta_loss_rescaling:
+ meta_epoch_filter = Filter(num_filter_labels,
+ args.stats_window,
+ args.train_batch_size)
+ for step, orig_batch in enumerate(train_dataloader):
+ orig_batch = to_device(orig_batch, args.device)
+ batch_size = orig_batch['input_ids'].size(0)
+
+ meta_batch = next(iter(meta_dataloader))
+ meta_batch = to_device(meta_batch, args.device)
+ meta_optimizer.zero_grad()
+
+ with higher.innerloop_ctx(model, inner_optimizer, copy_initial_weights=False, track_higher_grads=True) as (fmodel, diffopt):
+ for ir in range(args.meta_innerloop_rounds):
+ if ir > 0:
+ batch = next(iter(train_inner_dataloader))
+ batch = to_device(batch, args.device)
+ else:
+ batch = orig_batch
+
+ if args.agra:
+ grad_scores = agra.agra_step(batch, args.agra_layer_groups)
+
+ outputs = fmodel(**batch)
+
+ per_example_loss = outputs[0][0] # This is the loss we use for backprop
+ outputs = from_device(outputs)
+ labels = from_device(batch['labels'])
+ step_results = Results(outputs[0], outputs[1], labels)
+
+ if args.agra:
+ step_results['grad_scores'] = grad_scores
+
+ orig_loss = per_example_loss.sum().item()
+
+ # Get batch loss/grad statistics, accumulated across samples
+ epoch_filter.update_batch_stats(step_results)
+
+ # Get stats
+ kls, ovls = epoch_filter.get_sample_stats(batch,
+ step_results,
+ args.no_cat)
+
+ # ---------------------------
+ # Rescale sample losses
+ # ---------------------------
+
+ if args.agra:
+ # AGRA baseline
+ inner_rescaler_outputs = (grad_scores >= 0).float().to(args.device)
+ else:
+ # Get weights for each sample
+ inner_rescaler_outputs = call_rescaler(args, fmodel,
+ epoch_filter, step_results,
+ kls, ovls,
+ per_example_loss, batch,
+ num_labels, corrupted_ids)
+
+ # Rescale
+ if not args.simulate_only:
+ per_example_loss *= inner_rescaler_outputs
+
+ # Get stats
+ if ir == 0:
+ filter_ids = batch['ids'][(inner_rescaler_outputs < 0.5).cpu()].tolist()
+ filter_list_by_epoch[epoch] += filter_ids
+
+ for l_itr in range(batch_size):
+ batch_id = batch['ids'][l_itr].item()
+ label = batch['labels'][l_itr].item()
+
+ d_cat = int(not args.no_cat) * (2 - int(step_results['agreement'][l_itr])) # 0, 1 or 2 (agree or disagree)
+ rlbl = 0 if args.no_class_separation else label
+
+ # Collect statistics
+ if batch_id not in stat_list:
+ stat_list[batch_id] = []
+ stat_list[batch_id].append(
+ {"is_filtered": batch_id in filter_ids,
+ "epoch": epoch,
+ "label": label,
+ "weight": inner_rescaler_outputs[l_itr].item(),
+ "guid": batch_id,
+ "d_preds": step_results['preds'][:,l_itr].tolist(),
+ "d_losses": step_results['losses'][:,l_itr].tolist(),
+ "d_losses_mean": step_results['losses_means'][l_itr].item(),
+ "d_losses_std": step_results['losses_stds'][l_itr].item(),
+ "d_losses_mean_batch": epoch_filter.get_stats('loss_means_mean')[rlbl][d_cat],
+ "d_losses_std_batch": epoch_filter.get_stats('loss_stds_mean')[rlbl][d_cat],
+ "d_probs": step_results['probs'][:,l_itr].max(1)[0].tolist(),
+ "d_probs_mean": step_results['probs_means'][l_itr].item(),
+ "d_probs_std": step_results['probs_stds'][l_itr].item(),
+ "grad_scores": step_results['grad_scores'][l_itr].item() if 'grad_scores' in step_results.examples else 0.0,
+ "d_probs_mean_batch": epoch_filter.get_stats('prob_means_mean')[rlbl][d_cat],
+ "d_probs_std_batch": epoch_filter.get_stats('prob_means_std')[rlbl][d_cat],
+ "g_kl_div": kls[l_itr],
+ "g_kl_div_batch": epoch_filter.get_stats('kl_mean')[rlbl][d_cat],
+ "ovl": ovls[l_itr],
+ "ovl_batch": epoch_filter.get_stats('ovl_mean')[rlbl][d_cat]})
+
+ loss = per_example_loss.sum()
+ tr_loss += loss.item()
+
+ diffopt.step(loss) # Perform a training step
+
+ if ir > 0:
+ batch = from_device(batch)
+
+ # End of inner loop(s)
+
+ # Meta update
+ if not args.agra:
+ meta_outputs = fmodel(**meta_batch)
+ meta_per_example_loss = meta_outputs[0][0] # This is the loss we use for backprop
+ meta_outputs = from_device(meta_outputs)
+
+ if not args.no_meta_loss_rescaling:
+ meta_step_results = Results(meta_outputs[0], meta_outputs[1], from_device(meta_batch['labels']))
+ meta_epoch_filter.update_batch_stats(meta_step_results)
+ meta_kls, meta_ovls = meta_epoch_filter.get_sample_stats(meta_batch,
+ meta_step_results,
+ args.no_cat)
+ rescaler_outputs = call_rescaler(args, fmodel,
+ meta_epoch_filter, meta_step_results,
+ meta_kls, meta_ovls,
+ meta_per_example_loss, meta_batch,
+ num_labels, corrupted_ids)
+ if not args.simulate_only:
+ meta_per_example_loss *= rescaler_outputs
+
+ meta_loss = meta_per_example_loss.sum()
+ meta_loss.backward()
+
+ # Meta update
+ if not args.agra:
+ meta_optimizer.step()
+ meta_optimizer.zero_grad()
+
+ # Update model parameters
+ model.roberta.load_state_dict(fmodel.roberta.state_dict())
+ model.classifier.load_state_dict(fmodel.classifier.state_dict())
+
+ lr_scheduler.step()
+ progress_bar.update(1)
+ completed_steps += 1
+
+ orig_batch = from_device(orig_batch)
+
+ # Log metrics
+ if tb_writer and args.logging_steps > 0 and completed_steps % args.logging_steps == 0:
+ tb_writer.add_scalar('lr', lr_scheduler.get_last_lr()[0], completed_steps)
+ tb_writer.add_scalar('loss', (tr_loss - logging_loss) / args.logging_steps, completed_steps)
+ logging_loss = tr_loss
+
+ if completed_steps >= args.max_train_steps:
+ break
+
+ model.eval()
+ eval_metric = {"predictions": [], "references": []}
+ for step, batch in enumerate(eval_dataloader):
+ batch = to_device(batch, args.device)
+ outputs = model(**batch, suppress_dropout_passes=True)
+ predictions = outputs[1][0].argmax(dim=-1)
+ eval_metric["predictions"] += predictions.tolist()
+ eval_metric["references"] += batch["labels"].tolist()
+ if args.test_file is not None or args.crossvalid_fold > -1:
+ test_metric = {"predictions": [], "references": []}
+ for step, batch in enumerate(test_dataloader):
+ batch = to_device(batch, args.device)
+ outputs = model(**batch, suppress_dropout_passes=True)
+ predictions = outputs[1][0].argmax(dim=-1)
+ test_metric["predictions"] += predictions.tolist()
+ test_metric["references"] += batch["labels"].tolist()
+
+ logger.info("")
+ logger.info("Filtered samples (loss weight < 0.5) in epoch %s: %s of %s" % (epoch,
+ len(filter_list_by_epoch[epoch]),
+ len(train_dataset)))
+ tb_writer.add_scalars('filtered_samples', {'Filtered samples': len(filter_list_by_epoch[epoch]),
+ 'Total': len(train_dataset)}, epoch)
+
+ # Evaluate rescaling/filtering performance
+ if args.evaluate_rescaling:
+ (precision, recall,
+ f1, specificity, acc,
+ c_tp, c_tn, c_fp, c_fn) = evaluate_filtering(corrupted_ids, filter_list_by_epoch, epoch, len(train_dataset))
+ logger.info("Filter performance in epoch %s: " \
+ "Precision %.4f, Recall %.4f, F1 %.4f, Accuracy %.4f, " \
+ "Specificity: %.4f (TP: %s, TN: %s, FP: %s, FN: %s)" % (epoch, precision,
+ recall, f1,
+ acc, specificity,
+ c_tp, c_tn, c_fp, c_fn))
+ tb_writer.add_scalars('filter_performance', {'Precision': precision,
+ 'Recall': recall,
+ 'F1': f1,
+ 'Specificity': specificity,
+ 'Accuracy': acc}, epoch)
+
+ # Evaluate task performance
+ eval_result = evaluate_task(eval_metric['predictions'], eval_metric['references'], ["accuracy", "f1", "matthews_correlation"])
+ logger.info(f"eval epoch {epoch}: {eval_result}")
+ tb_writer.add_scalars('eval_metric', eval_result, epoch)
+ if args.test_file is not None or args.crossvalid_fold > -1:
+ test_result = evaluate_task(test_metric['predictions'], test_metric['references'], ["accuracy", "f1", "matthews_correlation"])
+ logger.info(f"test epoch {epoch}: {test_result}")
+ tb_writer.add_scalars('test_metric', test_result, epoch)
+
+ # Save model checkpoint
+ if args.output_dir is not None and args.save_checkpoints:
+ output_dir = os.path.join(args.output_dir, 'checkpoint-{}'.format(completed_steps))
+ logger.info("Saving model checkpoint to %s", output_dir)
+ if not os.path.exists(output_dir):
+ os.makedirs(output_dir)
+ model.save_pretrained(output_dir)
+
+ # After training, print detailed statistics
+ cc_stats = {e: {'cnt': 1e-8, 'filtered': 0} for e in range(args.num_train_epochs)}
+ cw_stats = copy.deepcopy(cc_stats)
+ wc_stats = copy.deepcopy(cc_stats)
+ ww_stats = copy.deepcopy(cc_stats)
+ for s in stat_list:
+ # Reformat stats
+ stats = {k: None for k in stat_list[s][0].keys()}
+ for k in stat_list[s][0]:
+ if k in ["epoch", "is_filtered", "label", "d_preds"]:
+ stats[k] = [i[k] for i in stat_list[s]]
+ elif k in ["d_losses", "d_probs"]:
+ stats[k] = [["%.4f" % (j) for j in i[k]] for i in stat_list[s]]
+ else:
+ stats[k] = ["%.4f" % (i[k]) for i in stat_list[s]]
+ stats['filtered_epochs'] = [i_itr for i_itr, i in enumerate(stat_list[s]) if i['is_filtered']]
+
+ # Collect global stats
+ for ep in stats['epoch']:
+ majority_pred = max(set(stats['d_preds'][ep]), key=stats['d_preds'][ep].count)
+ majority_pred_count = stats['d_preds'][ep].count(majority_pred)
+ # In case multiple classes have the majority count, take the class of the first prediction
+ if stats['d_preds'][ep].count(stats['d_preds'][ep][0]) == majority_pred_count:
+ majority_pred = stats['d_preds'][ep][0]
+
+ stat_dict = None
+ if s not in corrupted_ids and majority_pred == stats['label'][0]:
+ stat_dict = cc_stats
+ elif s not in corrupted_ids and majority_pred != stats['label'][0]:
+ stat_dict = cw_stats
+ elif s in corrupted_ids and majority_pred != stats['label'][0]:
+ stat_dict = wc_stats
+ elif s in corrupted_ids and majority_pred == stats['label'][0]:
+ stat_dict = ww_stats
+ stat_dict[ep]['cnt'] += 1
+ stat_dict[ep]['filtered'] += 1 if ep in stats['filtered_epochs'] else 0
+
+ logger.info("")
+ logger.info("Filtered samples (loss weight < 0.5) per epoch by label-prediction agreement:")
+ for e in range(args.num_train_epochs):
+ logger.info("%d "
+ "cc: %d of %d, cw: %d of %d, "
+ "wc: %d of %d, ww: %d of %d" % (e,
+ cc_stats[e]['filtered'], cc_stats[e]['cnt'],
+ cw_stats[e]['filtered'], cw_stats[e]['cnt'],
+ wc_stats[e]['filtered'], wc_stats[e]['cnt'],
+ ww_stats[e]['filtered'], ww_stats[e]['cnt']))
+
+ if tb_writer:
+ tb_writer.close()
+
+ if args.output_dir is not None and args.save_checkpoints:
+ logger.info("Saving model checkpoint to %s", args.output_dir)
+ model.save_pretrained(args.output_dir)
+ tokenizer.save_pretrained(args.output_dir)
+ torch.save(args, os.path.join(args.output_dir, 'training_args.bin'))
+
+ if args.output_dir is not None and args.save_stats:
+ with gzip.open(os.path.join(args.output_dir, "stat_list.json.gz"), "w") as f:
+ f.write(json.dumps(stat_list, indent=2).encode('utf-8'))
+
+
+if __name__ == "__main__":
+ main()
diff --git a/storm_dst.py b/storm_dst.py
new file mode 100644
index 0000000000000000000000000000000000000000..3af0d3b6e3b859aaec55b751a71c94d28c2fb71e
--- /dev/null
+++ b/storm_dst.py
@@ -0,0 +1,917 @@
+# coding=utf-8
+#
+# Copyright 2020-2024 Heinrich Heine University Duesseldorf
+#
+# Part of this code is based on the source code of BERT-DST
+# (arXiv:1907.03040)
+# Part of this code is based on the source code of Transformers
+# (arXiv:1910.03771)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import argparse
+import autograd_hacks
+import copy
+import glob
+import gzip
+import higher
+import json
+import logging
+import math
+import os
+import pickle
+import random
+import re
+import sys
+import torch
+import transformers
+import warnings
+
+import numpy as np
+
+from accelerate import (Accelerator)
+from tensorboardX import (SummaryWriter)
+from torch.utils.data import (DataLoader, RandomSampler, SequentialSampler)
+from tqdm import (tqdm, trange)
+from transformers import (
+ WEIGHTS_NAME,
+ BertConfig, BertModel, BertTokenizer,
+ RobertaConfig, RobertaModel, RobertaTokenizer,
+ ElectraConfig, ElectraModel, ElectraTokenizer)
+
+from dst.agra_dst import AGRA
+from dst.modeling_dst import (TransformerForDST)
+from dst.utils_storm_dst import (Results, Filter, batch_to_dict)
+from utils_gpu import (from_device, to_device)
+from utils_storm import (print_header)
+
+trippy_path = os.path.abspath(os.path.join(os.path.dirname(__file__), 'trippy'))
+sys.path.insert(0, trippy_path)
+
+from trippy.data_processors import (PROCESSORS)
+from trippy.run_dst import (eval_metric, predict_and_format)
+from trippy.utils_dst import (convert_examples_to_features)
+from trippy.tensorlistdataset import (TensorListDataset)
+
+warnings.filterwarnings("ignore", "Detected call of `lr_scheduler\.step\(\)` before `optimizer\.step\(\)`\.", UserWarning)
+
+MODEL_CLASSES = {
+ 'bert': (BertConfig, TransformerForDST('bert'), BertModel, BertTokenizer),
+ 'roberta': (RobertaConfig, TransformerForDST('roberta'), RobertaModel, RobertaTokenizer),
+ 'electra': (ElectraConfig, TransformerForDST('electra'), ElectraModel, ElectraTokenizer),
+}
+
+logger = logging.getLogger(__name__)
+
+
+def parse_args():
+ def list_of_strings(arg):
+ return arg.split(',')
+
+ parser = argparse.ArgumentParser(description="STORM for dialogue state tracking with TripPy.")
+
+ # Required parameters
+ parser.add_argument("--task_name", type=str, default=None, required=True,
+ help="Name of the task (e.g., multiwoz21).")
+ parser.add_argument("--data_dir", type=str, default=None, required=True,
+ help="Task database.")
+ parser.add_argument("--dataset_config", type=str, default=None, required=True,
+ help="Dataset configuration file.")
+ parser.add_argument("--predict_type", type=str, default=None, required=True,
+ help="Portion of the data to perform prediction on (e.g., dev, test).")
+ parser.add_argument("--model_type", type=str, default=None, required=True,
+ help="Model type.",
+ choices=list(MODEL_CLASSES.keys()))
+ parser.add_argument("--model_name_or_path",type=str, default=None, required=True,
+ help="Path to pretrained model or model identifier from huggingface.co/models.")
+ parser.add_argument("--output_dir", type=str, default=None, required=True,
+ help="The output directory where the model checkpoints and predictions will be written.")
+
+ # Other parameters
+ parser.add_argument("--max_seq_length", type=int, default=180,
+ help="Maximum input length after tokenization. "
+ "Longer sequences will be truncated, shorter ones padded.")
+ parser.add_argument("--do_train", action='store_true',
+ help="Whether to run training.")
+ parser.add_argument("--do_eval", action='store_true',
+ help="Whether to run eval on the <predict_type> set.")
+ parser.add_argument("--evaluate_during_training", action='store_true',
+ help="Run evaluation during training at each logging step.")
+ parser.add_argument("--do_lower_case", action='store_true',
+ help="Set this flag if you are using an uncased model.")
+
+ parser.add_argument("--dropout_rate", type=float, default=0.3,
+ help="Dropout rate for transformer encoder representations.")
+ parser.add_argument("--heads_dropout", type=float, default=0.0,
+ help="Dropout rate for classification heads.")
+ parser.add_argument("--class_loss_ratio", type=float, default=0.8,
+ help="The ratio applied on class loss in total loss calculation. "
+ "Should be a value in [0.0, 1.0]. "
+ "The ratio applied on token loss is (1-class_loss_ratio)/2. "
+ "The ratio applied on refer loss is (1-class_loss_ratio)/2.")
+ parser.add_argument("--token_loss_for_nonpointable", action='store_true',
+ help="Whether the token loss for classes other than copy_value contribute towards total loss.")
+ parser.add_argument("--refer_loss_for_nonpointable", action='store_true',
+ help="Whether the refer loss for classes other than refer contribute towards total loss.")
+
+ parser.add_argument("--no_append_history", action='store_true',
+ help="Whether or not to append the dialog history to each turn.")
+ parser.add_argument("--no_use_history_labels", action='store_true',
+ help="Whether or not to label the history as well.")
+ parser.add_argument("--no_label_value_repetitions", action='store_true',
+ help="Whether or not to label values that have been mentioned before.")
+ parser.add_argument("--swap_utterances", action='store_true',
+ help="Whether or not to swap the turn utterances (default: usr|sys, swapped: sys|usr).")
+ parser.add_argument("--delexicalize_sys_utts", action='store_true',
+ help="Whether or not to delexicalize the system utterances.")
+ parser.add_argument("--class_aux_feats_inform", action='store_true',
+ help="Whether or not to use the identity of informed slots as auxiliary featurs for class prediction.")
+ parser.add_argument("--class_aux_feats_ds", action='store_true',
+ help="Whether or not to use the identity of slots in the current dialog state as auxiliary featurs for class prediction.")
+
+ parser.add_argument("--train_batch_size", type=int, default=8,
+ help="Batch size for the training dataloader.")
+ parser.add_argument("--eval_batch_size", type=int, default=8,
+ help="Batch size for the evaluation dataloader.")
+ parser.add_argument("--learning_rate", type=float, default=5e-5,
+ help="Initial learning rate (after the potential warmup period) to use.")
+ parser.add_argument("--rescaler_learning_rate", type=float, default=1e-2,
+ help="Initial learning rate (after the potential warmup period) to use.")
+ parser.add_argument("--weight_decay", type=float, default=0.0,
+ help="Weight decay to use.")
+ parser.add_argument("--adam_epsilon", type=float, default=1e-6,
+ help="Epsilon for Adam optimizer.")
+ parser.add_argument("--num_train_epochs", type=int, default=3,
+ help="Total number of training epochs to perform.")
+ parser.add_argument("--max_train_steps", type=int, default=None,
+ help="Total number of training steps to perform. If provided, overrides num_train_epochs.")
+ parser.add_argument("--optimizer", type=str, default='AdamW',
+ help="Optimizer to use.",
+ choices=["Adam", "AdamW"])
+ parser.add_argument("--lr_scheduler_type", type=str, default="linear",
+ help="The scheduler type to use.",
+ choices=["linear", "cosine", "cosine_with_restarts", "polynomial", "constant", "constant_with_warmup"])
+ parser.add_argument("--warmup_proportion", type=float, default=0.0,
+ help="Proportion of steps for the warmup in the lr scheduler.")
+ parser.add_argument("--svd", type=float, default=0.0,
+ help="Slot value dropout ratio.")
+
+ parser.add_argument('--seed', type=int, default=42,
+ help="random seed for initialization")
+ parser.add_argument('--local_files_only', action='store_true',
+ help="Whether to only load local model files (useful when working offline).")
+ parser.add_argument('--logging_steps', type=int, default=100,
+ help="Log every X updates steps.")
+ parser.add_argument('--save_steps', type=int, default=0,
+ help="Save checkpoint every X updates steps. Overwritten by --save_epochs.")
+ parser.add_argument('--save_epochs', type=int, default=0,
+ help="Save checkpoint every X epochs. Overrides --save_steps.")
+ parser.add_argument("--save_stats", action='store_true',
+ help="When set, saves detailed training statistics as gzipped json.")
+ parser.add_argument("--eval_all_checkpoints", action='store_true',
+ help="Evaluate all checkpoints starting with the same prefix as model_name ending and ending with step number")
+ parser.add_argument('--overwrite_output_dir', action='store_true',
+ help="Overwrite the content of the output directory")
+ parser.add_argument('--overwrite_cache', action='store_true',
+ help="Overwrite the cached training and evaluation sets")
+
+ parser.add_argument('--stats_window', type=int, default=1,
+ help="Window size for sample statistics memory (in number of batches).")
+ parser.add_argument("--simulate_only", action='store_true',
+ help="When set, rescaling is not actually applied (but still learned).")
+ parser.add_argument('--dropout_rounds', type=int, default=2,
+ help="Number of additional forward passes to compute sample statistics.")
+ parser.add_argument("--no_cat", action='store_true',
+ help="When set, sample statistics are computed by label-prediction agreement.")
+ parser.add_argument("--agra", action='store_true',
+ help="Use original AGRA method instead of rescaler. "
+ "AGRA does not use meta learning.")
+ parser.add_argument("--agra_weighted", action='store_true',
+ help="When set, uses class weighting to sample comparison batches.")
+ parser.add_argument("--agra_loss", type=str, default="CE",
+ help="Comparison loss for AGRA.",
+ choices=["CE", "F1"])
+ parser.add_argument("--meta_dataset", type=str, default="train",
+ help="Dataset used for the meta update step (default for STORM: 'train').",
+ choices=["train", "eval"])
+ parser.add_argument('--meta_innerloop_rounds', type=int, default=1,
+ help="Number of inner loop traversals for meta learning.")
+ parser.add_argument("--rescaler_binary", action='store_true',
+ help="When set, rescaler will produce binary loss weights, i.e., 0 or 1.")
+ parser.add_argument("--rescaler_binary_threshold", type=float, default=0.5,
+ help="Confidence threshold for binary rescaler.",
+ choices=[0.1, 0.2, 0.3, 0.4, 0.5])
+ parser.add_argument("--rescaler_feats", type=str, default="default",
+ help="Feature set for rescaler.",
+ choices=["default", "loss"])
+ parser.add_argument("--rescaler_feats_no_cat", action='store_true',
+ help="When set, cat is not added to the feature set of the rescaler.")
+ parser.add_argument("--no_class_separation", action='store_true',
+ help="When set, sample statistics are not separated by target classes.")
+ parser.add_argument("--no_meta_loss_rescaling", action='store_true',
+ help="When set, no meta loss rescaling is used.")
+
+ args = parser.parse_args()
+
+ assert args.warmup_proportion >= 0.0 and args.warmup_proportion <= 1.0
+ assert args.svd >= 0.0 and args.svd <= 1.0
+ assert not args.class_aux_feats_ds or args.eval_batch_size == 1
+ assert not args.class_aux_feats_inform or args.eval_batch_size == 1
+
+ args.device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+
+ return args
+
+
+def train(args, train_dataset, eval_dataset, features, model, tokenizer, processor):
+ tb_writer = SummaryWriter()
+
+ train_sampler = RandomSampler(train_dataset)
+ train_dataloader = DataLoader(train_dataset, sampler=train_sampler, batch_size=args.train_batch_size, drop_last=True)
+
+ if args.max_train_steps is not None:
+ t_total = args.max_train_steps
+ args.num_train_epochs = args.max_train_steps // len(train_dataloader) + 1
+ else:
+ t_total = len(train_dataloader) * args.num_train_epochs
+
+ if args.save_epochs > 0:
+ args.save_steps = t_total // args.num_train_epochs * args.save_epochs
+
+ num_warmup_steps = int(t_total * args.warmup_proportion)
+
+ # Optimizer
+ # Split weights in two groups, one with weight decay and the other not.
+ no_decay = ['bias', 'LayerNorm.weight']
+ optimizer_grouped_parameters = [
+ {
+ "params": [p for n, p in model.named_parameters() if not any(nd in n for nd in no_decay) and not "rescaler" in n],
+ "weight_decay": args.weight_decay,
+ },
+ {
+ "params": [p for n, p in model.named_parameters() if any(nd in n for nd in no_decay) and not "rescaler" in n],
+ "weight_decay": 0.0,
+ },
+ ]
+ inner_optimizer_grouped_parameters = [
+ {
+ "params": [p for n, p in model.named_parameters() if not any(nd in n for nd in no_decay) and not "rescaler" in n],
+ "weight_decay": args.weight_decay,
+ },
+ {
+ "params": [p for n, p in model.named_parameters() if any(nd in n for nd in no_decay) and not "rescaler" in n],
+ "weight_decay": 0.0,
+ },
+ ]
+ outer_optimizer_grouped_parameters = [
+ {
+ "params": [p for n, p in model.named_parameters() if not any(nd in n for nd in no_decay) and "rescaler" in n],
+ "weight_decay": args.weight_decay,
+ },
+ {
+ "params": [p for n, p in model.named_parameters() if any(nd in n for nd in no_decay) and "rescaler" in n],
+ "weight_decay": 0.0,
+ },
+ ]
+ inner_optimizer = torch.optim.Adam(inner_optimizer_grouped_parameters, lr=args.learning_rate, eps=args.adam_epsilon)
+ if args.optimizer == "Adam":
+ optimizer = torch.optim.Adam(optimizer_grouped_parameters, lr=args.learning_rate, eps=args.adam_epsilon)
+ meta_optimizer = torch.optim.Adam(outer_optimizer_grouped_parameters, lr=args.rescaler_learning_rate, eps=args.adam_epsilon)
+ else:
+ optimizer = transformers.AdamW(optimizer_grouped_parameters, lr=args.learning_rate, eps=args.adam_epsilon)
+ meta_optimizer = transformers.AdamW(outer_optimizer_grouped_parameters, lr=args.rescaler_learning_rate, eps=args.adam_epsilon)
+
+ # This would jointly regulate the lr for optimizer and inner_optimizer
+ # if both optimizers would use the same grouped_parameters, i.e.,
+ # the lr seems to be tied to the parameters, not to the optimizer.
+ scheduler = transformers.get_scheduler(
+ name=args.lr_scheduler_type,
+ optimizer=inner_optimizer,
+ num_warmup_steps=num_warmup_steps,
+ num_training_steps=t_total,
+ )
+
+ if args.agra:
+ agra = AGRA(args.agra_loss,
+ model.class_labels,
+ args.agra_weighted,
+ train_dataset,
+ model=model,
+ device=args.device,
+ window_size=args.stats_window)
+
+ # Train!
+ logger.info("***** Running training *****")
+ logger.info(f" Num examples = {len(train_dataset)}")
+ logger.info(f" Num Epochs = {args.num_train_epochs}")
+ logger.info(f" Total train batch size = {args.train_batch_size}")
+ logger.info(f" Total optimization steps = {t_total}")
+ logger.info(f" Warmup steps = {num_warmup_steps}")
+
+ global_step = 0
+ tr_loss, logging_loss = 0.0, 0.0
+ model.zero_grad()
+ train_iterator = trange(int(args.num_train_epochs), desc="Epoch", disable=False)
+
+ stat_list = {}
+ filter_list_by_epoch = {-1: []}
+ for epoch_itr, _ in enumerate(train_iterator):
+ epoch_iterator = tqdm(train_dataloader, desc="Iteration", disable=False)
+
+ train_inner_sampler = RandomSampler(train_dataset)
+ train_inner_dataloader = DataLoader(
+ train_dataset, sampler=train_inner_sampler, batch_size=args.train_batch_size, drop_last=True)
+
+ # Meta dataloader
+ if args.meta_dataset == "eval":
+ meta_dataset = eval_dataset
+ else:
+ meta_dataset = train_dataset
+ meta_sampler = RandomSampler(meta_dataset)
+ meta_dataloader = DataLoader(
+ meta_dataset, sampler=meta_sampler, batch_size=args.train_batch_size, drop_last=True)
+
+ if args.agra:
+ agra.build_dataloader(args.train_batch_size)
+
+ model.train()
+
+ filter_list_by_epoch[epoch_itr] = []
+ # Setting this to 1 will cause Filter to not separate stats by target class
+ num_filter_labels = 1 if args.no_class_separation else model.class_labels
+ epoch_filter = Filter(num_filter_labels,
+ args.stats_window,
+ args.train_batch_size)
+ if not args.no_meta_loss_rescaling:
+ meta_epoch_filter = Filter(num_filter_labels,
+ args.stats_window,
+ args.train_batch_size)
+ for step, orig_batch in enumerate(epoch_iterator):
+ orig_batch = to_device(batch_to_dict(orig_batch), args.device)
+ batch_size = orig_batch['input_ids'].size(0)
+
+ meta_batch = next(iter(meta_dataloader))
+ meta_batch = to_device(batch_to_dict(meta_batch), args.device)
+ meta_optimizer.zero_grad()
+
+ total_inner_rescaler_outputs = {}
+ with higher.innerloop_ctx(model, inner_optimizer, copy_initial_weights=False, track_higher_grads=True) as (fmodel, diffopt):
+ for ir in range(args.meta_innerloop_rounds):
+ if ir > 0:
+ batch = next(iter(train_inner_dataloader))
+ batch = to_device(batch_to_dict(batch), args.device)
+ else:
+ batch = orig_batch
+
+ if args.agra:
+ grad_scores = agra.agra_step(batch)
+
+ outputs = fmodel(**batch)
+
+ # These are the losses we use for backprop
+ class_losses = outputs[2][0]
+ token_losses = outputs[4][0]
+ refer_losses = outputs[7][0]
+ outputs = from_device(outputs)
+ labels = from_device(batch['class_label_id'])
+ step_results = Results(outputs[2], outputs[3], labels)
+
+ if args.agra:
+ step_results['grad_scores'] = grad_scores
+
+ # Get batch loss/grad statistics, accumulated across samples
+ epoch_filter.update_batch_stats(step_results)
+
+ # Get stats
+ kls, ovls = epoch_filter.get_sample_stats(batch,
+ step_results,
+ args.no_cat)
+
+ # ---------------------------
+ # Rescale sample losses
+ # ---------------------------
+
+ total_loss = None # Recompute total loss as in modeling_dst.py
+ filter_ids = {}
+ for slot in model.slot_list:
+ if args.agra:
+ # AGRA baseline
+ inner_rescaler_outputs = (grad_scores[slot] >= 0).float().to(args.device)
+ else:
+ # Get weights for each sample for each slot gate
+ inner_rescaler_outputs = call_rescaler(args, fmodel, slot,
+ epoch_filter, step_results,
+ kls, ovls,
+ class_losses, batch)
+
+ # Rescale
+ if not args.simulate_only:
+ scaling_factor = class_losses[slot].sum()
+ class_losses[slot] *= inner_rescaler_outputs
+ scaling_factor /= class_losses[slot].sum()
+ if not args.no_meta_loss_rescaling:
+ class_losses[slot] *= scaling_factor
+ if ir == 0:
+ total_inner_rescaler_outputs[slot] = inner_rescaler_outputs
+
+ if 'refer' in model.class_types:
+ per_example_loss = \
+ (args.class_loss_ratio) * class_losses[slot] + \
+ ((1 - args.class_loss_ratio) / 2) * token_losses[slot] + \
+ ((1 - args.class_loss_ratio) / 2) * refer_losses[slot]
+ else:
+ per_example_loss = \
+ args.class_loss_ratio * class_losses[slot] + \
+ (1 - args.class_loss_ratio) * token_losses[slot]
+
+ if total_loss is None:
+ total_loss = per_example_loss.sum()
+ else:
+ total_loss += per_example_loss.sum()
+
+ # Get stats
+ if ir == 0:
+ filter_ids[slot] = batch['ids'][(inner_rescaler_outputs < 0.5).cpu()].tolist()
+
+ # Get stats
+ if ir == 0:
+ filter_list_by_epoch[epoch_itr] += [x for xs in list(filter_ids.values()) for x in xs]
+
+ for l_itr in range(batch_size):
+ batch_id = batch['ids'][l_itr].item()
+
+ # Collect statistics
+ if batch_id not in stat_list:
+ stat_list[batch_id] = []
+ stat_list[batch_id].append(
+ {"is_filtered": {s: batch_id in filter_ids[s] for s in model.slot_list},
+ "epoch": epoch_itr,
+ "label": {s: features[batch_id].class_label_id[s] for s in model.slot_list},
+ "weight": {s: total_inner_rescaler_outputs[s][l_itr].item() for s in model.slot_list},
+ "guid": features[batch_id].guid,
+ "pred": {s: step_results["preds"][s][0][l_itr].item() for s in model.slot_list},
+ "probs": {s: step_results["probs"][s][0][l_itr].tolist() for s in model.slot_list}})
+
+ diffopt.step(total_loss) # Perform a training step
+
+ if ir > 0:
+ batch = from_device(batch)
+
+ # End of inner loop(s)
+
+ # Meta update
+ if not args.agra:
+ meta_outputs = fmodel(**meta_batch)
+ meta_loss = meta_outputs[0][0]
+ meta_class_losses = meta_outputs[2][0]
+ meta_token_losses = meta_outputs[4][0]
+ meta_refer_losses = meta_outputs[7][0]
+ meta_outputs = from_device(meta_outputs)
+ meta_labels = from_device(meta_batch['class_label_id'])
+
+ if not args.no_meta_loss_rescaling:
+ meta_step_results = Results(meta_outputs[2], meta_outputs[3], meta_labels)
+ meta_epoch_filter.update_batch_stats(meta_step_results)
+ meta_kls, meta_ovls = meta_epoch_filter.get_sample_stats(meta_batch,
+ meta_step_results,
+ args.no_cat)
+
+ meta_total_loss = None # Recompute total loss as in modeling_dst.py
+ for slot in model.slot_list:
+ rescaler_outputs = call_rescaler(args, fmodel, slot,
+ meta_epoch_filter, meta_step_results,
+ meta_kls, meta_ovls,
+ meta_class_losses, meta_batch)
+ if not args.simulate_only:
+ meta_scaling_factor = meta_class_losses[slot].sum()
+ meta_class_losses[slot] *= rescaler_outputs
+ meta_scaling_factor /= meta_class_losses[slot].sum()
+ meta_class_losses[slot] *= meta_scaling_factor
+
+ if 'refer' in model.class_types:
+ meta_per_example_loss = \
+ (args.class_loss_ratio) * meta_class_losses[slot] + \
+ ((1 - args.class_loss_ratio) / 2) * meta_token_losses[slot] + \
+ ((1 - args.class_loss_ratio) / 2) * meta_refer_losses[slot]
+ else:
+ meta_per_example_loss = \
+ args.class_loss_ratio * meta_class_losses[slot] + \
+ (1 - args.class_loss_ratio) * meta_token_losses[slot]
+ if meta_total_loss is None:
+ meta_total_loss = meta_per_example_loss.sum()
+ else:
+ meta_total_loss += meta_per_example_loss.sum()
+ meta_loss = meta_total_loss
+
+ meta_loss.backward()
+
+ # Meta update
+ if not args.agra:
+ meta_optimizer.step()
+ meta_optimizer.zero_grad()
+
+ # Update model parameters
+ model.zero_grad()
+ outputs = model(**orig_batch)
+ class_losses = outputs[2][0]
+ token_losses = outputs[4][0]
+ refer_losses = outputs[7][0]
+ outputs = from_device(outputs)
+ total_loss = None # Recompute total loss as in modeling_dst.py
+ for slot in model.slot_list:
+ if not args.simulate_only:
+ class_losses[slot] *= total_inner_rescaler_outputs[slot].clone().detach()
+ if 'refer' in model.class_types:
+ per_example_loss = \
+ (args.class_loss_ratio) * class_losses[slot] + \
+ ((1 - args.class_loss_ratio) / 2) * token_losses[slot] + \
+ ((1 - args.class_loss_ratio) / 2) * refer_losses[slot]
+ else:
+ per_example_loss = \
+ args.class_loss_ratio * class_losses[slot] + \
+ (1 - args.class_loss_ratio) * token_losses[slot]
+ if total_loss is None:
+ total_loss = per_example_loss.sum()
+ else:
+ total_loss += per_example_loss.sum()
+ tr_loss += total_loss.item()
+ total_loss.backward()
+ for o, oi in zip(optimizer.param_groups, inner_optimizer.param_groups):
+ o['lr'] = oi['lr']
+ optimizer.step()
+ optimizer.zero_grad()
+ if args.agra:
+ autograd_hacks.clear_grad1(model)
+
+ orig_batch = from_device(orig_batch)
+
+ scheduler.step()
+ global_step += 1
+
+ # Log metrics
+ if args.logging_steps > 0 and global_step % args.logging_steps == 0:
+ tb_writer.add_scalar('lr', scheduler.get_last_lr()[0], global_step)
+ tb_writer.add_scalar('loss', (tr_loss - logging_loss) / args.logging_steps, global_step)
+ logging_loss = tr_loss
+
+ # Save model checkpoint
+ if args.save_steps > 0 and global_step % args.save_steps == 0:
+ output_dir = os.path.join(args.output_dir, 'checkpoint-{}'.format(global_step))
+ logger.info("Saving model checkpoint to %s", output_dir)
+ if not os.path.exists(output_dir):
+ os.makedirs(output_dir)
+ model.save_pretrained(output_dir)
+
+ if args.max_train_steps is not None and global_step > args.max_train_steps:
+ epoch_iterator.close()
+ break
+
+ logger.info("")
+ logger.info("Filtered (loss weight < 0.5) samples in epoch %s: %s of %s" % (epoch_itr,
+ len(filter_list_by_epoch[epoch_itr]),
+ len(features) * len(model.slot_list)))
+ tb_writer.add_scalars('filtered_samples', {'Filtered samples': len(filter_list_by_epoch[epoch_itr]),
+ 'Total': len(features) * len(model.slot_list)}, epoch_itr)
+
+ # Evaluate task performance
+ if args.evaluate_during_training:
+ results = evaluate(args, model, tokenizer, processor, prefix=global_step)
+ logger.info(f"epoch {epoch_itr}: {results}")
+ for key, value in results.items():
+ tb_writer.add_scalar('eval_{}'.format(key), value, global_step)
+
+ if args.max_train_steps is not None and global_step > args.max_train_steps:
+ train_iterator.close()
+ break
+
+ tb_writer.close()
+
+ if args.output_dir is not None and args.save_stats:
+ with gzip.open(os.path.join(args.output_dir, "stat_list.%s.json.gz" % (args.predict_type)), "w") as f:
+ f.write(json.dumps(stat_list, indent=2).encode('utf-8'))
+
+ return global_step, tr_loss / global_step
+
+
+def evaluate(args, model, tokenizer, processor, prefix=""):
+ dataset, features = load_and_cache_examples(args, model, tokenizer, processor, evaluate=True)
+
+ if not os.path.exists(args.output_dir):
+ os.makedirs(args.output_dir)
+
+ args.eval_batch_size = args.eval_batch_size
+ eval_sampler = SequentialSampler(dataset) # Note that DistributedSampler samples randomly
+ eval_dataloader = DataLoader(dataset, sampler=eval_sampler, batch_size=args.eval_batch_size)
+
+ # Eval!
+ logger.info("***** Running evaluation {} *****".format(prefix))
+ logger.info(" Num examples = %d", len(dataset))
+ logger.info(" Batch size = %d", args.eval_batch_size)
+ all_results = []
+ all_preds = []
+ ds = {slot: 'none' for slot in model.slot_list}
+ with torch.no_grad():
+ diag_state = {slot: torch.tensor([0 for _ in range(args.eval_batch_size)]).to(args.device) for slot in model.slot_list}
+ for batch in tqdm(eval_dataloader, desc="Evaluating"):
+ model.eval()
+ batch = to_device(batch, args.device)
+
+ # Reset dialog state if turn is first in the dialog.
+ turn_itrs = [features[i.item()].guid.split('-')[-1] for i in batch[9]]
+ reset_diag_state = np.where(np.array(turn_itrs) == '0')[0]
+ for slot in model.slot_list:
+ for i in reset_diag_state:
+ diag_state[slot][i] = 0
+
+ with torch.no_grad():
+ inputs = {'input_ids': batch[0],
+ 'input_mask': batch[1],
+ 'segment_ids': batch[2],
+ 'start_pos': batch[3],
+ 'end_pos': batch[4],
+ 'inform_slot_id': batch[5],
+ 'refer_id': batch[6],
+ 'diag_state': diag_state,
+ 'class_label_id': batch[8],
+ 'suppress_dropout_passes': True}
+ unique_ids = [features[i.item()].guid for i in batch[9]]
+ values = [features[i.item()].values for i in batch[9]]
+ input_ids_unmasked = [features[i.item()].input_ids_unmasked for i in batch[9]]
+ inform = [features[i.item()].inform for i in batch[9]]
+ outputs = model(**inputs)
+
+ # Update dialog state for next turn.
+ for slot in model.slot_list:
+ updates = outputs[3][0][slot].max(1)[1]
+ for i, u in enumerate(updates):
+ if u != 0:
+ diag_state[slot][i] = u
+
+ results = eval_metric(model, inputs, outputs[0][0], outputs[1][0], outputs[3][0], outputs[5][0], outputs[6][0], outputs[8][0])
+ preds, ds = predict_and_format(model, tokenizer, inputs, outputs[3][0], outputs[5][0], outputs[6][0], outputs[8][0], unique_ids, input_ids_unmasked, values, inform, prefix, ds)
+ all_results.append(results)
+ all_preds.append(preds)
+
+ all_preds = [item for sublist in all_preds for item in sublist] # Flatten list
+
+ # Generate final results
+ final_results = {}
+ for k in all_results[0].keys():
+ final_results[k] = torch.stack([r[k] for r in all_results]).mean()
+
+ # Write final predictions (for evaluation with external tool)
+ output_prediction_file = os.path.join(args.output_dir, "pred_res.%s.%s.json" % (args.predict_type, prefix))
+ with open(output_prediction_file, "w") as f:
+ json.dump(all_preds, f, indent=2)
+
+ return final_results
+
+
+def load_and_cache_examples(args, model, tokenizer, processor, evaluate=False):
+ # Load data features from cache or dataset file
+ cached_file = os.path.join(os.path.dirname(args.output_dir), 'cached_{}_features'.format(
+ args.predict_type if evaluate else 'train'))
+ if os.path.exists(cached_file) and not args.overwrite_cache: # and not output_examples:
+ logger.info("Loading features from cached file %s", cached_file)
+ features = torch.load(cached_file)
+ else:
+ if args.task_name == "unified":
+ logger.info("Creating features from unified data format")
+ else:
+ logger.info("Creating features from dataset file at %s", args.data_dir)
+ processor_args = {'no_append_history': args.no_append_history,
+ 'no_use_history_labels': args.no_use_history_labels,
+ 'no_label_value_repetitions': args.no_label_value_repetitions,
+ 'swap_utterances': args.swap_utterances,
+ 'delexicalize_sys_utts': args.delexicalize_sys_utts,
+ 'unk_token': '<unk>' if args.model_type == 'roberta' else '[UNK]'}
+ if evaluate and args.predict_type == "dev":
+ examples = processor.get_dev_examples(args.data_dir, processor_args)
+ elif evaluate and args.predict_type == "test":
+ examples = processor.get_test_examples(args.data_dir, processor_args)
+ else:
+ examples = processor.get_train_examples(args.data_dir, processor_args)
+ features = convert_examples_to_features(examples=examples,
+ slot_list=model.slot_list,
+ class_types=model.class_types,
+ model_type=args.model_type,
+ tokenizer=tokenizer,
+ max_seq_length=args.max_seq_length,
+ slot_value_dropout=(0.0 if evaluate else args.svd))
+ logger.info("Saving features into cached file %s", cached_file)
+ torch.save(features, cached_file)
+
+ # Convert to Tensors and build dataset
+ all_input_ids = torch.tensor([f.input_ids for f in features], dtype=torch.long)
+ all_input_mask = torch.tensor([f.input_mask for f in features], dtype=torch.long)
+ all_segment_ids = torch.tensor([f.segment_ids for f in features], dtype=torch.long)
+ all_example_index = torch.arange(all_input_ids.size(0), dtype=torch.long)
+ f_start_pos = [f.start_pos for f in features]
+ f_end_pos = [f.end_pos for f in features]
+ f_inform_slot_ids = [f.inform_slot for f in features]
+ f_refer_ids = [f.refer_id for f in features]
+ f_diag_state = [f.diag_state for f in features]
+ f_class_label_ids = [f.class_label_id for f in features]
+ all_start_positions = {}
+ all_end_positions = {}
+ all_inform_slot_ids = {}
+ all_refer_ids = {}
+ all_diag_state = {}
+ all_class_label_ids = {}
+ for s in model.slot_list:
+ all_start_positions[s] = torch.tensor([f[s] for f in f_start_pos], dtype=torch.long)
+ all_end_positions[s] = torch.tensor([f[s] for f in f_end_pos], dtype=torch.long)
+ all_inform_slot_ids[s] = torch.tensor([f[s] for f in f_inform_slot_ids], dtype=torch.long)
+ all_refer_ids[s] = torch.tensor([f[s] for f in f_refer_ids], dtype=torch.long)
+ all_diag_state[s] = torch.tensor([f[s] for f in f_diag_state], dtype=torch.long)
+ all_class_label_ids[s] = torch.tensor([f[s] for f in f_class_label_ids], dtype=torch.long)
+ dataset = TensorListDataset(all_input_ids, all_input_mask, all_segment_ids,
+ all_start_positions, all_end_positions,
+ all_inform_slot_ids,
+ all_refer_ids,
+ all_diag_state,
+ all_class_label_ids, all_example_index)
+
+ return dataset, features
+
+
+def call_rescaler(args, model, slot, epoch_filter, step_results, kls, ovls, class_losses, batch):
+ d_cat = int(not args.no_cat) * (2 - step_results['agreement'][slot].type(torch.int)) # 0, 1 or 2 (agree or disagree)
+
+ rlbls = torch.full(batch['class_label_id'][slot].size(), 0) if args.no_class_separation else from_device(batch['class_label_id'][slot])
+ if args.rescaler_feats == "default":
+ feats = torch.cat((step_results['losses_means'][slot].reshape(-1,1),
+ epoch_filter.get_stats_tensor('loss_means_mean', slot)[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('loss_means_std', slot)[rlbls, d_cat].reshape(-1,1),
+ step_results['losses_stds'][slot].reshape(-1,1),
+ epoch_filter.get_stats_tensor('loss_stds_mean', slot)[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('loss_stds_std', slot)[rlbls, d_cat].reshape(-1,1),
+ step_results['probs_means'][slot].reshape(-1,1),
+ epoch_filter.get_stats_tensor('prob_means_mean', slot)[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('prob_means_std', slot)[rlbls, d_cat].reshape(-1,1),
+ step_results['probs_stds'][slot].reshape(-1,1),
+ epoch_filter.get_stats_tensor('prob_stds_mean', slot)[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('prob_stds_std', slot)[rlbls, d_cat].reshape(-1,1),
+ torch.tensor(kls[slot]).reshape(-1,1),
+ epoch_filter.get_stats_tensor('kl_mean', slot)[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('kl_std', slot)[rlbls, d_cat].reshape(-1,1),
+ torch.tensor(ovls[slot]).reshape(-1,1),
+ epoch_filter.get_stats_tensor('ovl_mean', slot)[rlbls, d_cat].reshape(-1,1),
+ epoch_filter.get_stats_tensor('ovl_std', slot)[rlbls, d_cat].reshape(-1,1)),
+ dim=1).type(torch.float).to(args.device)
+ elif args.rescaler_feats == "loss":
+ feats = class_losses[slot].reshape(-1,1).detach().clone() # Loss w/o grad
+ else:
+ raise Exception("Unknown meta filter features.")
+ if not args.rescaler_feats_no_cat:
+ feats = torch.cat((feats, step_results['agreement'][slot].unsqueeze(1).type(torch.float).to(args.device)), dim=1)
+ rescaler_outputs = model(feats=feats, mode="rescaler")
+ if not args.no_class_separation:
+ rescaler_outputs = rescaler_outputs[0]
+ new_rescaler_outputs = rescaler_outputs[0] * (step_results['labels'][slot] == 0).unsqueeze(1).to(args.device)
+ for c in range(1, len(model.class_types)):
+ new_rescaler_outputs += rescaler_outputs[c] * (step_results['labels'][slot] == c).unsqueeze(1).to(args.device)
+ rescaler_outputs = (new_rescaler_outputs,)
+ rescaler_outputs = rescaler_outputs[0][:,1]
+ return rescaler_outputs
+
+
+def main():
+ args = parse_args()
+
+ task_name = args.task_name.lower()
+ if task_name not in PROCESSORS:
+ raise ValueError("Task not found: %s" % (task_name))
+
+ processor = PROCESSORS[task_name](args.dataset_config)
+ dst_slot_list = processor.slot_list
+ dst_class_types = processor.class_types
+ dst_class_labels = len(dst_class_types)
+
+ # Setup logging, print header
+ logging.basicConfig(format = '%(asctime)s - %(levelname)s - %(name)s - %(message)s',
+ datefmt = '%m/%d/%Y %H:%M:%S',
+ level = logging.INFO)
+ logger.setLevel(logging.INFO)
+ transformers.utils.logging.set_verbosity_info()
+
+ print_header()
+
+ for a in vars(args):
+ logger.info(' {:40s} {:s}'.format(a, str(getattr(args, a))))
+ logger.info("")
+
+ # If passed along, set the training seed now.
+ if args.seed is not None:
+ transformers.set_seed(args.seed)
+
+ # Handle the repository creation
+ if args.output_dir is not None:
+ os.makedirs(args.output_dir, exist_ok=True)
+
+ args.model_type = args.model_type.lower()
+ config_class, model_class, default_class, tokenizer_class = MODEL_CLASSES[args.model_type]
+
+ # Load pretrained model and tokenizer
+ config = config_class.from_pretrained(args.model_name_or_path, local_files_only=args.local_files_only)
+
+ # Add DST specific parameters to config
+ config.dst_max_seq_length = args.max_seq_length
+ config.dst_dropout_rate = args.dropout_rate
+ config.dst_heads_dropout_rate = args.heads_dropout
+ config.dst_class_loss_ratio = args.class_loss_ratio
+ config.dst_token_loss_for_nonpointable = args.token_loss_for_nonpointable
+ config.dst_refer_loss_for_nonpointable = args.refer_loss_for_nonpointable
+ config.dst_class_aux_feats_inform = args.class_aux_feats_inform
+ config.dst_class_aux_feats_ds = args.class_aux_feats_ds
+ config.dst_slot_list = dst_slot_list
+ config.dst_class_types = dst_class_types
+ config.dst_class_labels = dst_class_labels
+
+ # Add STORM specific parameters to config
+ config.dropout_rounds = args.dropout_rounds
+ config.no_class_separation = args.no_class_separation
+ config.rescaler_binary = args.rescaler_binary
+ config.rescaler_binary_threshold = args.rescaler_binary_threshold
+ if args.rescaler_feats == "default":
+ config.rescaler_featnum = 18
+ elif args.rescaler_feats == "loss":
+ config.rescaler_featnum = 1
+ else:
+ raise Exception("Unknown rescaler features.")
+ if not args.rescaler_feats_no_cat:
+ config.rescaler_featnum += 1
+
+ tokenizer = tokenizer_class.from_pretrained(args.model_name_or_path,
+ do_lower_case=args.do_lower_case,
+ local_files_only=args.local_files_only)
+ model = model_class.from_pretrained(args.model_name_or_path,
+ from_tf=bool('.ckpt' in args.model_name_or_path),
+ config=config,
+ local_files_only=args.local_files_only)
+
+ logger.info("Updated model config: %s" % config)
+
+ model.to(args.device)
+
+ logger.info("Training/evaluation parameters %s", args)
+
+ # Training
+ if args.do_train:
+ train_dataset, features = load_and_cache_examples(args, model, tokenizer, processor, evaluate=False)
+ eval_dataset, _ = load_and_cache_examples(args, model, tokenizer, processor, evaluate=True)
+ global_step, tr_loss = train(args, train_dataset, eval_dataset, features, model, tokenizer, processor)
+ logger.info(" global_step = %s, average loss = %s", global_step, tr_loss)
+
+ if args.output_dir is not None and args.save_steps > 0:
+ logger.info("Saving model checkpoint to %s", args.output_dir)
+ model.save_pretrained(args.output_dir)
+ tokenizer.save_pretrained(args.output_dir)
+ torch.save(args, os.path.join(args.output_dir, 'training_args.bin'))
+
+ # Evaluation
+ results = []
+ if args.do_eval:
+ checkpoints = [args.output_dir]
+ if args.eval_all_checkpoints:
+ checkpoints = list(os.path.dirname(c) for c in sorted(glob.glob(args.output_dir + '/**/' + WEIGHTS_NAME, recursive=True)))
+ logging.getLogger("pytorch_transformers.modeling_utils").setLevel(logging.WARN) # Reduce model loading logs
+
+ logger.info("Evaluate the following checkpoints: %s", checkpoints)
+
+ for cItr, checkpoint in enumerate(checkpoints):
+ # Reload the model
+ global_step = checkpoint.split('-')[-1]
+ if cItr == len(checkpoints) - 1:
+ global_step = "final"
+ model = model_class.from_pretrained(checkpoint)
+ model.to(args.device)
+
+ # Evaluate
+ result = evaluate(args, model, tokenizer, processor, prefix=global_step)
+ result_dict = {k: float(v) for k, v in result.items()}
+ result_dict["global_step"] = global_step
+ results.append(result_dict)
+
+ for key in sorted(result_dict.keys()):
+ logger.info("%s = %s", key, str(result_dict[key]))
+
+ output_eval_file = os.path.join(args.output_dir, "eval_res.%s.json.gz" % (args.predict_type))
+ with gzip.open(output_eval_file, "w") as f:
+ f.write(json.dumps(results, indent=2).encode('utf-8'))
+
+ return results
+
+
+if __name__ == "__main__":
+ main()
diff --git a/utils_gpu.py b/utils_gpu.py
new file mode 100644
index 0000000000000000000000000000000000000000..2aad860da56bc5ab63dc6e03086ffde3fb8ce40c
--- /dev/null
+++ b/utils_gpu.py
@@ -0,0 +1,56 @@
+# coding=utf-8
+#
+# Copyright 2024 Heinrich Heine University Duesseldorf
+#
+# Part of this code is based on the source code of AGRA
+# (arXiv:2306.04502)
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from transformers.tokenization_utils_base import (BatchEncoding)
+
+
+def from_device(batch):
+ if isinstance(batch, tuple):
+ batch_on_cpu = tuple([from_device(element) for element in batch])
+ elif isinstance(batch, list):
+ batch_on_cpu = [from_device(element) for element in batch]
+ elif isinstance(batch, dict):
+ batch_on_cpu = {k: from_device(v) for k, v in batch.items()}
+ elif isinstance(batch, BatchEncoding):
+ batch_on_cpu = {k: from_device(v) for k, v in batch.items()}
+ else:
+ batch_on_cpu = batch.detach().cpu() if batch is not None else batch
+ return batch_on_cpu
+
+
+def to_device(batch, device):
+ if isinstance(batch, list):
+ return to_device_list(batch, device)
+ batch_on_device = {}
+ for element in batch:
+ if isinstance(batch[element], dict):
+ batch_on_device[element] = {k: v.to(device) for k, v in batch[element].items()}
+ else:
+ batch_on_device[element] = batch[element].to(device)
+ return batch_on_device
+
+
+def to_device_list(batch, device):
+ batch_on_device = []
+ for element in batch:
+ if isinstance(element, dict):
+ batch_on_device.append({k: v.to(device) for k, v in element.items()})
+ else:
+ batch_on_device.append(element.to(device))
+ return batch_on_device
diff --git a/utils_storm.py b/utils_storm.py
new file mode 100644
index 0000000000000000000000000000000000000000..3a7c14344627e9df2ed10d30b2ec1e73ca96a938
--- /dev/null
+++ b/utils_storm.py
@@ -0,0 +1,295 @@
+# coding=utf-8
+#
+# Copyright 2024 Heinrich Heine University Duesseldorf
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import logging
+import torch
+
+import numpy as np
+
+from statistics import (NormalDist)
+
+logger = logging.getLogger(__name__)
+
+
+def print_header():
+ logger.info(" ________ _________ ________ ________ _____ ______ ")
+ logger.info("|\ ____\|\___ ___\\\ __ \|\ __ \|\ _ \ _ \ ")
+ logger.info("\ \ \___|\|___ \ \_\ \ \|\ \ \ \|\ \ \ \\\\\__\ \ \ ")
+ logger.info(" \ \_____ \ \ \ \ \ \ \\\\\ \ \ _ _\ \ \\\|__| \ \ ")
+ logger.info(" \|____|\ \ \ \ \ \ \ \\\\\ \ \ \\\ \\\ \ \ \ \ \ ")
+ logger.info(" ____\_\ \ \ \__\ \ \_______\ \__\\\ _\\\ \__\ \ \__\ ")
+ logger.info(" |\_________\ \|__| \|_______|\|__|\|__|\|__| \|__| ")
+ logger.info(" \|_________| (c) 2024 Heinrich Heine University ")
+ logger.info("")
+
+
+def gaussian_KL(P_mu, P_std, Q_mu, Q_std):
+ if P_std == 0 or Q_std == 0:
+ return 0.0
+ x = np.log(Q_std / P_std)
+ x += ( pow(P_std, 2) + pow(P_mu - Q_mu, 2) ) / ( 2 * pow(Q_std, 2))
+ x -= 0.5
+ return x
+
+
+class Results:
+ def __init__(self, losses=None, logits=None, labels=None):
+ self.examples = {}
+ if losses is not None and logits is not None and labels is not None:
+ self.update(losses, logits, labels)
+
+
+ def __getitem__(self, idx):
+ return self.examples[idx]
+
+
+ def __setitem__(self, idx, item):
+ self.examples[idx] = item
+
+
+ def __repr__(self):
+ result = ""
+ for e in self.examples:
+ result += "%s: %s\n" % (e, self.examples[e])
+ return result
+
+
+ def update(self, losses, logits, labels):
+ self.examples['losses'] = losses
+ self.examples['logits'] = logits
+ self.examples['labels'] = labels
+ self.examples['probs'] = torch.softmax(self.examples['logits'], dim=2)
+ self.examples['preds'] = torch.argmax(self.examples['logits'], dim=2)
+
+ self._update_agreement(labels)
+ self._update_means()
+
+
+ def _update_agreement(self, labels):
+ agreement = self.examples['preds'][0] == labels # [0] is prediction for which we backprop
+ dropout_agreement_cnt = (self.examples['preds'] == labels).sum(0)
+ dropout_agreement = dropout_agreement_cnt >= self.examples['preds'].size(0) / 2
+ tie = dropout_agreement_cnt == self.examples['preds'].size(0) / 2
+ tie_idx = tie.nonzero(as_tuple=True)[0]
+ dropout_agreement[tie_idx] = agreement[tie_idx]
+ self.examples['agreement'] = dropout_agreement
+
+
+ def _update_means(self):
+ self.examples['losses_means'] = self.examples['losses'].mean(0)
+ self.examples['losses_stds'] = self.examples['losses'].std(0).nan_to_num()
+ self.examples['probs_means'] = self.examples['probs'].max(2)[0].mean(0)
+ self.examples['probs_stds'] = self.examples['probs'].max(2)[0].std(0).nan_to_num()
+
+
+class Filter():
+ def __init__(self, num_labels, window_size=1, batch_size=1):
+ self.num_labels = num_labels # If num_labels > 1, stats will be kept separate per target class.
+ self.cats = 3
+ self.stats = {}
+ self.eps = 1e-8
+ self.window_size = window_size # window_size=0 -> unlimited window size
+ self.batch_size = batch_size
+
+
+ def get_stats(self, name):
+ return self.stats[name]
+
+
+ def get_stats_tensor(self, name):
+ return torch.tensor(list(self.stats[name].values()))
+
+
+ def __len__(self):
+ return self.cats
+
+
+ def _append_new_stats(self, stats):
+ for e in stats.examples:
+ if stats[e].dim() == 1:
+ if e not in self.stats:
+ self.stats[e] = {}
+ for l in range(self.num_labels):
+ if l not in self.stats[e] or self.window_size == 0:
+ self.stats[e][l] = torch.tensor([], dtype=stats[e].dtype)
+ if self.num_labels > 1:
+ self.stats[e][l] = torch.cat((self.stats[e][l], stats[e][stats['labels'] == l]))
+ else:
+ self.stats[e][l] = torch.cat((self.stats[e][l], stats[e]))
+ if self.window_size > 0:
+ self.stats[e][l] = self.stats[e][l][-1 * self.window_size * self.batch_size:] # sliding window
+
+
+ def update_batch_stats(self, stats):
+ self._append_new_stats(stats)
+
+ self.stats['loss_means_mean'] = {}
+ self.stats['loss_means_std'] = {}
+ self.stats['loss_stds_mean'] = {}
+ self.stats['loss_stds_std'] = {}
+ self.stats['prob_means_mean'] = {}
+ self.stats['prob_means_std'] = {}
+ self.stats['prob_stds_mean'] = {}
+ self.stats['prob_stds_std'] = {}
+ self.stats['kl'] = {}
+ self.stats['kl_mean'] = {}
+ self.stats['kl_std'] = {}
+ self.stats['ovl'] = {}
+ self.stats['ovl_mean'] = {}
+ self.stats['ovl_std'] = {}
+ if 'grad_scores' in stats.examples:
+ self.stats['grad_scores_mean'] = {}
+ self.stats['grad_scores_std'] = {}
+ for l in range(self.num_labels):
+ # Get batch loss statistics, separate by sample, then accumulated
+ (self.stats['loss_means_mean'][l],
+ self.stats['loss_means_std'][l],
+ self.stats['loss_stds_mean'][l],
+ self.stats['loss_stds_std'][l]) = self._update_batch_stats(self.stats['losses_means'][l],
+ self.stats['losses_stds'][l],
+ self.stats['agreement'][l])
+
+ # Get batch probability statistics, separate by sample, then accumulated
+ (self.stats['prob_means_mean'][l],
+ self.stats['prob_means_std'][l],
+ self.stats['prob_stds_mean'][l],
+ self.stats['prob_stds_std'][l]) = self._update_batch_stats(self.stats['probs_means'][l],
+ self.stats['probs_stds'][l],
+ self.stats['agreement'][l])
+
+ # Get batch loss distribution KL divergence statistics
+ (self.stats['kl'][l],
+ self.stats['kl_mean'][l],
+ self.stats['kl_std'][l]) = self._update_batch_kl(self.stats['losses_means'][l],
+ self.stats['losses_stds'][l],
+ self.stats['loss_means_mean'][l],
+ self.stats['loss_stds_mean'][l],
+ self.stats['agreement'][l],
+ mode="kl")
+
+ # Get batch loss distribution overlap statistics
+ (self.stats['ovl'][l],
+ self.stats['ovl_mean'][l],
+ self.stats['ovl_std'][l]) = self._update_batch_kl(self.stats['losses_means'][l],
+ self.stats['losses_stds'][l],
+ self.stats['loss_means_mean'][l],
+ self.stats['loss_stds_mean'][l],
+ self.stats['agreement'][l],
+ mode="ovl")
+
+ # Get grad statistics
+ if 'grad_scores' in stats.examples:
+ (self.stats['grad_scores_mean'][l],
+ self.stats['grad_scores_std'][l]) = self._update_global_batch_stats(self.stats['grad_scores'][l],
+ self.stats['agreement'][l])
+
+
+ def _update_batch_stats(self, stats_means, stats_stds, agreement):
+ stats_means_mean = [None] * self.cats
+ stats_means_std = [None] * self.cats
+ stats_stds_mean = [None] * self.cats
+ stats_stds_std = [None] * self.cats
+ for cat in range(self.cats):
+ cat_means = self._get_stats_by_agreement_cat(stats_means, cat, agreement)
+ cat_stds = self._get_stats_by_agreement_cat(stats_stds, cat, agreement)
+ stats_means_mean[cat] = cat_means.mean().tolist()
+ stats_means_std[cat] = cat_means.std().tolist() if len(cat_means) > 1 else self.eps
+ stats_stds_mean[cat] = cat_stds.mean().tolist()
+ stats_stds_std[cat] = cat_stds.std().tolist() if len(cat_stds) > 1 else self.eps
+ return (stats_means_mean, stats_means_std, stats_stds_mean, stats_stds_std)
+
+
+ def _update_global_batch_stats(self, stats, agreement):
+ stats_mean = [None] * self.cats
+ stats_std = [None] * self.cats
+ for cat in range(self.cats):
+ cat_stats = self._get_stats_by_agreement_cat(stats, cat, agreement)
+ stats_mean[cat] = cat_stats.mean().tolist()
+ stats_std[cat] = cat_stats.std().tolist() if len(cat_stats) > 1 else self.eps
+ return (stats_mean, stats_std)
+
+
+ def _update_batch_kl(self, stats_means, stats_stds, batch_stats_means_mean, batch_stats_stds_mean, agreement, mode="kl"):
+ g_mean = [None] * self.cats
+ g_std = [None] * self.cats
+ g = [[] for c in range(self.cats)]
+ for cat in range(self.cats):
+ cat_means = self._get_stats_by_agreement_cat(stats_means, cat, agreement)
+ cat_stds = self._get_stats_by_agreement_cat(stats_stds, cat, agreement)
+ for l_itr in range(len(cat_means)):
+ if mode == "kl":
+ g[cat].append(gaussian_KL(cat_means[l_itr],
+ cat_stds[l_itr],
+ batch_stats_means_mean[cat],
+ batch_stats_stds_mean[cat]))
+ elif mode == "ovl":
+ g[cat].append(NormalDist(mu=cat_means[l_itr],
+ sigma=max(cat_stds[l_itr], self.eps)).overlap(
+ NormalDist(mu=batch_stats_means_mean[cat],
+ sigma=max(batch_stats_stds_mean[cat], self.eps))))
+ else:
+ raise Exception("Unknown mode for _update_batch_kl.")
+ g_mean[cat] = torch.tensor(g[cat]).mean().tolist()
+ g_std[cat] = torch.tensor(g[cat]).std().tolist() if len(g[cat]) > 1 else self.eps
+ return (g, g_mean, g_std)
+
+
+ def _get_stats_by_agreement_cat(self, stats, cat, agreement):
+ if cat == 0:
+ return stats
+ elif cat == 1:
+ if len(stats.size()) == 1:
+ return stats[agreement.nonzero()].reshape(-1)
+ else:
+ return stats[:,agreement.nonzero()].reshape(-1)
+ else:
+ if len(stats.size()) == 1:
+ return stats[(~agreement).nonzero()].reshape(-1)
+ else:
+ return stats[:,(~agreement).nonzero()].reshape(-1)
+
+
+ def get_sample_stats(self, batch, stats, no_cat=False):
+ batch_size = batch['input_ids'].size(0)
+ kls = []
+ ovls = []
+ for l_itr in range(batch_size):
+ d_cat = int(not no_cat) * (2 - int(stats['agreement'][l_itr])) # 0, 1 or 2 (agree or disagree)
+
+ if self.num_labels > 1:
+ rlbl = batch['labels'][l_itr].item()
+ else:
+ rlbl = 0
+
+ d_losses_mean = stats['losses_means'][l_itr].item()
+ d_losses_std = stats['losses_stds'][l_itr].item()
+ d_probs_mean = stats['probs_means'][l_itr].item()
+ d_probs_std = stats['probs_stds'][l_itr].item()
+ if 'grad_scores' in stats.examples:
+ d_grad_scores = stats['grad_scores'][l_itr].item()
+
+ g_kl_div = gaussian_KL(d_losses_mean,
+ d_losses_std,
+ self.stats['loss_means_mean'][rlbl][d_cat],
+ self.stats['loss_stds_mean'][rlbl][d_cat])
+ ovl = NormalDist(mu=d_losses_mean,
+ sigma=max(d_losses_std, self.eps)).overlap(
+ NormalDist(mu=self.stats['loss_means_mean'][rlbl][d_cat],
+ sigma=max(self.stats['loss_stds_mean'][rlbl][d_cat], self.eps)))
+
+ kls.append(g_kl_div)
+ ovls.append(ovl)
+ return kls, ovls