├── 1st data ├── settings.py ├── PhishingEmailData.csv ├── projectProgress.docx ├── emotionTally.txt ├── paper on 1st data │ ├── figure1.png │ ├── figure2.PNG │ ├── figure3.PNG │ ├── figure4.PNG │ ├── figure5.PNG │ └── Experimentation with Sentiment Analysis on Phishing Email Datasets .docx ├── ProcessedSentiments.csv ├── sentimentExtraction.py ├── tallies.py ├── polarityScoresAll.py ├── polarityScoresbyDomain.py ├── SentimentPractice.py ├── emotions.txt └── tokenized_ProcessedSentiments.csv ├── DataEditing.xlsx ├── 3rd_data_enron_email_results ├── enronAvgResults.txt ├── EnronDatasetPolarityScoresResults.docx ├── EnronDatasetPolarityScoresResults.pdf ├── graphsData.txt ├── NOTE.txt └── enronPolarityScores.py ├── 2nd_data-spam-ham-email_results ├── SpamHamPolarityScoreResultsdocx.docx ├── SpamHamPolarityScoreResultsdocx.pdf ├── averageResults.txt ├── spamGraphsData.txt ├── hamGraphsData.txt ├── emotionResults.txt ├── spamSentimentExtraction.py ├── spamPolarityScores.py └── spamResults.csv ├── Experimentation with Sentiment Analysis on Phishing Email Datasets Kong.docx └── README.md /1st data/settings.py: -------------------------------------------------------------------------------- 1 | import nltk 2 | nltk.download() 3 | # In downloaded, download all packages 4 | -------------------------------------------------------------------------------- /DataEditing.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TanusreeSharma/phishingdata-Analysis/HEAD/DataEditing.xlsx -------------------------------------------------------------------------------- /3rd_data_enron_email_results/enronAvgResults.txt: -------------------------------------------------------------------------------- 1 | Overall Polarity Scores 2 | compound: 0.581, neg: 0.022, neu: 0.878, pos: 0.099 -------------------------------------------------------------------------------- /1st data/PhishingEmailData.csv: 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-------------------------------------------------------------------------------- /Experimentation with Sentiment Analysis on Phishing Email Datasets Kong.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TanusreeSharma/phishingdata-Analysis/HEAD/Experimentation with Sentiment Analysis on Phishing Email Datasets Kong.docx -------------------------------------------------------------------------------- /2nd_data-spam-ham-email_results/averageResults.txt: -------------------------------------------------------------------------------- 1 | spam: compound: 0.436, neg: 0.039, neu: 0.762, pos: 0.199 2 | ham: compound: 0.152, neg: 0.058, neu: 0.799, pos: 0.143 3 | Overall Polarity Scores 4 | compound: 0.19, neg: 0.056, neu: 0.794, pos: 0.15 -------------------------------------------------------------------------------- /1st data/paper on 1st data/Experimentation with Sentiment Analysis on Phishing Email Datasets .docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TanusreeSharma/phishingdata-Analysis/HEAD/1st data/paper on 1st data/Experimentation with Sentiment Analysis on Phishing Email Datasets .docx -------------------------------------------------------------------------------- /2nd_data-spam-ham-email_results/spamGraphsData.txt: -------------------------------------------------------------------------------- 1 | Compound Tallies 2 | [0, 28, 32, 29, 110, 25, 54, 94, 145, 230] 3 | Negative Tallies 4 | [0, 0, 0, 0, 0, 715, 32, 0, 0, 0] 5 | Neutral Tallies 6 | [0, 0, 0, 0, 0, 0, 6, 85, 375, 281] 7 | Positive Tallies 8 | [0, 0, 0, 0, 0, 369, 327, 48, 3, 0] -------------------------------------------------------------------------------- /2nd_data-spam-ham-email_results/hamGraphsData.txt: -------------------------------------------------------------------------------- 1 | Compound Tallies 2 | [38, 109, 270, 297, 1981, 220, 526, 588, 476, 320] 3 | Negative Tallies 4 | [0, 0, 0, 0, 0, 4221, 505, 90, 9, 0] 5 | Neutral Tallies 6 | [0, 0, 0, 0, 0, 27, 151, 659, 1427, 2561] 7 | Positive Tallies 8 | [0, 0, 0, 0, 0, 3267, 1046, 398, 96, 18] -------------------------------------------------------------------------------- /3rd_data_enron_email_results/graphsData.txt: -------------------------------------------------------------------------------- 1 | Compound Tallies 2 | [10565, 6504, 10203, 11392, 60205, 13920, 30370, 46793, 72640, 254809] 3 | Negative Tallies 4 | [0, 0, 0, 0, 0, 514458, 2443, 313, 120, 67] 5 | Neutral Tallies 6 | [0, 0, 0, 0, 0, 846, 1417, 5149, 62307, 447682] 7 | Positive Tallies 8 | [0, 0, 0, 0, 0, 474268, 37333, 3953, 1170, 677] -------------------------------------------------------------------------------- /3rd_data_enron_email_results/NOTE.txt: -------------------------------------------------------------------------------- 1 | The polarity results for the enron email dataset was too large to upload. The results can be manualed run by downloading the dataset from here: https://www.kaggle.com/wcukierski/enron-email-dataset 2 | 3 | Run this command: 4 | 5 | python3 enronPolarityScores.py -------------------------------------------------------------------------------- /2nd_data-spam-ham-email_results/emotionResults.txt: -------------------------------------------------------------------------------- 1 | Spam Emotion Tally 2 | Counter({' free': 167, ' happy': 39, ' esteemed': 11, ' entitled': 8, ' lustful': 7, ' ecstatic': 7, ' bored': 4, ' alone': 4, ' angry': 3, ' lost': 2, ' independent': 1, ' adequate': 1, ' attached': 1, ' sad': 1, ' fearful': 1}) 3 | Ham Emotion Tally 4 | Counter({' happy': 249, ' sad': 63, ' free': 61, ' attached': 39, ' fearful': 27, ' angry': 21, ' attracted': 18, ' bored': 18, ' alone': 18, ' lost': 11, ' apathetic': 10, ' loved': 10, ' fearless': 9, ' powerless': 8, ' independent': 7, ' surprise': 6, ' esteemed': 5, ' average': 5, ' lustful': 4, ' safe': 4, ' codependent': 4, ' ecstatic': 3, ' singled out': 3, ' cheated': 2, ' embarrassed': 2, ' adequate': 1, ' anxious': 1, ' focused': 1, ' hated': 1}) -------------------------------------------------------------------------------- /1st data/ProcessedSentiments.csv: -------------------------------------------------------------------------------- 1 | Neg,,,,Compound,,,,,,, 2 | Range,Tally,Percentage,,Range,Tally,Percentage,,,,Total,517401 3 | "[0.0, 0.2]",514458,99.43119553,,"[-1.0,-0.8]",10565,2.041936525,,,,, 4 | "[0.2, 0.4]",2443,0.472167622,,"[-0.8,-0.6]",6504,1.257052074,,,,, 5 | "[0.4, 0.6]",313,0.060494665,,"[-0.6,-0.4]",10203,1.97197145,,,,, 6 | "[0.6, 0.8]",120,0.023192843,,"[-0.4,-0.2]",11392,2.201773866,,,,, 7 | "[0.8, 1.0]",67,0.012949337,,"[-0.2,0.0]",60205,11.63604245,,Compound Tallies,,, 8 | ,,,,"[0.0, 0.2]",13920,2.690369752,,"[10565, 6504, 10203, 11392, 60205, 13920, 30370, 46793, 72640, 254809]",,, 9 | Neu,,,,"[0.2, 0.4]",30370,5.869721937,,Negative Tallies,,, 10 | Range,Tally,Percentage,,"[0.4, 0.6]",46793,9.043855733,,"[0, 0, 0, 0, 0, 514458, 2443, 313, 120, 67]",,, 11 | "[0.0, 0.2]",846,0.163509541,,"[0.6, 0.8]",72640,14.03940077,,Neutral Tallies,,, 12 | "[0.2, 0.4]",1417,0.273868817,,"[0.8, 1.0]",254809,49.24787544,,"[0, 0, 0, 0, 0, 846, 1417, 5149, 62307, 447682]",,, 13 | "[0.4, 0.6]",5149,0.995166225,,,,,,Positive Tallies,,, 14 | "[0.6, 0.8]",62307,12.04230375,,,,,,"[0, 0, 0, 0, 0, 474268, 37333, 3953, 1170, 677]",,, 15 | "[0.8, 1.0]",447682,86.52515167,,,,,,,,, 16 | ,,,,,,,,,,, 17 | Pos,,,,,,,,,,, 18 | Range,Tally,Percentage,,,,,,,,, 19 | "[0.0, 0.2]",474268,91.66352597,,,,,,,,, 20 | "[0.2, 0.4]",37333,7.215486634,,,,,,,,, 21 | "[0.4, 0.6]",3953,0.764010893,,,,,,,,, 22 | "[0.6, 0.8]",1170,0.226130216,,,,,,,,, 23 | "[0.8, 1.0]",677,0.130846288,,,,,,,,, 24 | -------------------------------------------------------------------------------- /1st data/sentimentExtraction.py: -------------------------------------------------------------------------------- 1 | import sys 2 | import csv 3 | import string 4 | from collections import Counter 5 | import numpy as np 6 | import nltk.data 7 | from nltk import sentiment 8 | from nltk.sentiment.vader import SentimentIntensityAnalyzer 9 | from nltk import word_tokenize 10 | from nltk.corpus import stopwords 11 | 12 | # Adapted from https://www.youtube.com/watch?v=tQ_nVSxjn_s 13 | 14 | if(len(sys.argv) != 3): 15 | print("Usage: python3 sentimentExtraction.py ") 16 | sys.exit() 17 | 18 | # Open file to read in data 19 | filename = sys.argv[1] 20 | outfile = sys.argv[2] 21 | # Initialize fields and rows arrays 22 | fields = [] 23 | rows = [] 24 | 25 | # Read data in from csv file 26 | with open(filename, encoding="ISO-8859-1") as csv_file: 27 | csv_reader = csv.reader(csv_file, delimiter=',') 28 | fields = next(csv_reader) 29 | for row in csv_reader: 30 | rows.append(row) 31 | 32 | results = [] 33 | emotion_list = [] 34 | 35 | for row in rows: 36 | message_text = row[1] 37 | # Covert to lowercase 38 | lower_case = message_text.lower() 39 | # remove punctuation 40 | cleaned_text = lower_case.translate(str.maketrans('', '', string.punctuation)) 41 | # Tokenize words 42 | tokenized_words = word_tokenize(cleaned_text, "english") 43 | # Remove stop words 44 | final_words = [] 45 | 46 | for word in tokenized_words: 47 | if word not in stopwords.words('english'): 48 | final_words.append(word) 49 | 50 | # Get emotions text 51 | with open('emotions.txt', 'r') as file: 52 | for line in file: 53 | clear_line = line.replace('\n', '').replace(',', '').replace("'", '').strip() 54 | word, emotion = clear_line.split(':') 55 | if word in final_words: 56 | emotion_list.append(emotion) 57 | 58 | with open("results.txt", mode = 'w') as file: 59 | file.write("Emotion Tally\n") 60 | file.write(str(Counter(emotion_list))) 61 | -------------------------------------------------------------------------------- /2nd_data-spam-ham-email_results/spamSentimentExtraction.py: -------------------------------------------------------------------------------- 1 | import sys 2 | import csv 3 | import string 4 | from collections import Counter 5 | import matplotlib.pyplot as plt 6 | import numpy as np 7 | import nltk.data 8 | from nltk.sentiment.vader import SentimentIntensityAnalyzer 9 | from nltk import sentiment 10 | from nltk import word_tokenize 11 | from nltk.corpus import stopwords 12 | 13 | # Adapted from https://www.youtube.com/watch?v=tQ_nVSxjn_s 14 | 15 | if(len(sys.argv) != 3): 16 | print("Usage: python3 spamSentimentExtraction.py ") 17 | sys.exit() 18 | 19 | # Open file to read in data 20 | filename = sys.argv[1] 21 | outfile = sys.argv[2] 22 | # Initialize fields and rows arrays 23 | fields = [] 24 | rows = [] 25 | 26 | # Read data in from csv file 27 | with open(filename, encoding="ISO-8859-1") as csv_file: 28 | csv_reader = csv.reader(csv_file, delimiter=',') 29 | fields = next(csv_reader) 30 | for row in csv_reader: 31 | rows.append(row) 32 | 33 | results = [] 34 | spam_emotion_list = [] 35 | ham_emotion_list = [] 36 | 37 | for row in rows: 38 | message_text = row[1] 39 | # Covert to lowercase 40 | lower_case = message_text.lower() 41 | # remove punctuation 42 | cleaned_text = lower_case.translate(str.maketrans('', '', string.punctuation)) 43 | # Tokenize words 44 | tokenized_words = word_tokenize(cleaned_text, "english") 45 | # Remove stop words 46 | final_words = [] 47 | 48 | for word in tokenized_words: 49 | if word not in stopwords.words('english'): 50 | final_words.append(word) 51 | 52 | # Get emotions text 53 | with open('../emotions.txt', 'r') as file: 54 | for line in file: 55 | clear_line = line.replace('\n', '').replace(',', '').replace("'", '').strip() 56 | word, emotion = clear_line.split(':') 57 | if word in final_words: 58 | if(row[0] == "spam"): 59 | spam_emotion_list.append(emotion) 60 | else: 61 | ham_emotion_list.append(emotion) 62 | 63 | spam_emotions = Counter(spam_emotion_list) 64 | ham_emotions = Counter(ham_emotion_list) 65 | print(spam_emotions) 66 | print(ham_emotions) 67 | with open(outfile, mode = 'w') as file: 68 | file.write("Spam Emotion Tally\n") 69 | file.write(str(spam_emotions)) 70 | file.write("\nHam Emotion Tally\n") 71 | file.write(str(ham_emotions)) 72 | -------------------------------------------------------------------------------- /1st data/tallies.py: -------------------------------------------------------------------------------- 1 | import sys 2 | import csv 3 | import string 4 | import numpy as np 5 | 6 | if(len(sys.argv) != 3): 7 | print("Usage: python3 tallies.py ") 8 | sys.exit() 9 | 10 | # Open file to read in data 11 | filename = sys.argv[1] 12 | outfile = sys.argv[2] 13 | # Initialize fields and rows arrays 14 | fields = [] 15 | # Read data in from csv file 16 | csv_file = open(filename, encoding="ISO-8859-1") 17 | csv_reader = csv.reader(csv_file, delimiter=',') 18 | fields = next(csv_reader) 19 | 20 | csv.field_size_limit(sys.maxsize) 21 | 22 | fields = ["compound", "neg", "neu", "pos"] 23 | counts = {} 24 | counts["compound"] = [0,0,0,0,0,0,0,0,0,0] # -1.0--0.8, -0.8--0.6, -0.6--0.4, -0.4--0.2, -0.2-0.0, 0.0-0.2, 0.2-0.4, 0.4-0.6, 0.6-0.8, 0.8-1.0 25 | counts["neg"] = [0,0,0,0,0,0,0,0,0,0] # -1.0--0.8, -0.8--0.6, -0.6--0.4, -0.4--0.2, -0.2-0.0, 0.0-0.2, 0.2-0.4, 0.4-0.6, 0.6-0.8, 0.8-1.0 26 | counts["neu"] = [0,0,0,0,0,0,0,0,0,0] # -1.0--0.8, -0.8--0.6, -0.6--0.4, -0.4--0.2, -0.2-0.0, 0.0-0.2, 0.2-0.4, 0.4-0.6, 0.6-0.8, 0.8-1.0 27 | counts["pos"] = [0,0,0,0,0,0,0,0,0,0] # -1.0--0.8, -0.8--0.6, -0.6--0.4, -0.4--0.2, -0.2-0.0, 0.0-0.2, 0.2-0.4, 0.4-0.6, 0.6-0.8, 0.8-1.0 28 | # [message_text, scores['compound'], scores['neg'], scores['neu'], scores['pos']] 29 | 30 | for row in csv_reader: 31 | index = 1 32 | for field in fields: 33 | if(-1.0 <= float(row[index]) <= -0.8): 34 | counts[field][0] += 1 35 | elif(-0.8 < float(row[index]) <= -0.6): 36 | counts[field][1] += 1 37 | elif(-0.6 < float(row[index]) <= -0.4): 38 | counts[field][2] += 1 39 | elif(-0.4 < float(row[index]) <= -0.2): 40 | counts[field][3] += 1 41 | elif(-0.2 < float(row[index]) < 0.0): 42 | counts[field][4] += 1 43 | elif(0.0 <= float(row[index]) <= 0.2): 44 | if(field == "compound" and float(row[index]) == 0.0): 45 | counts[field][4] += 1 46 | else: 47 | counts[field][5] += 1 48 | elif(0.2 < float(row[index]) <= 0.4): 49 | counts[field][6] += 1 50 | elif(0.4 < float(row[index]) <= 0.6): 51 | counts[field][7] += 1 52 | elif(0.6 < float(row[index]) <= 0.8): 53 | counts[field][8] += 1 54 | elif(0.8 < float(row[index]) <= 1.0): 55 | counts[field][9] += 1 56 | index += 1 57 | 58 | with open(outfile, mode = 'w') as file: 59 | file.write("Compound Tallies\n") 60 | file.write(str(counts["compound"])) 61 | file.write("\nNegative Tallies\n") 62 | file.write(str(counts["neg"])) 63 | file.write("\nNeutral Tallies\n") 64 | file.write(str(counts["neu"])) 65 | file.write("\nPositive Tallies\n") 66 | file.write(str(counts["pos"])) 67 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # phishingdata-Analysis 2 | 3 | #Author: Tanusree Sharma 4 | 5 | #Objective 6 | 7 | phishing emails exploitation is associtaed with different human emotion which can be combined with current detection schemes that could lead to 8 | better detection. The goal of this experiment is to analyze the emotional content of a phishing email dataset to see: 9 | 10 | Possible Relations into: 11 | a) Types of sentiments categorized by sender email domain 12 | 1.Does email domain affect what type of emotion the attacker exploits? 13 | i. i.e. Do .edu emails have a different major sentiment than .gov or other domains? 14 | b) Does sender title have anything to do with the type of emotion the email tries to exploit? 15 | 1. If the sender title is someone of power, do they try to exploit fear more or something like that? 16 | c) Possible difference in phishing data in private sector, educational and industry phishing data. 17 | 18 | Dataset used: 19 | 1. 1st Dataset: Educational Institute Phishing data 20 | 2. 2nd Dataset: Spam & Ham Email from Kaggle data set 21 | 3. 3rd dataset: ernon data from Kaggle 22 | 4. Ongoing... 4th dataset: COVID-19 related phishing data 23 | 24 | polarityScoresbyDomain.py 25 | 1. Take in dataset and put information into data structure called rows 26 | 2. Go through each entry row and check to see if there is a sender email 27 | 3. If yes, then separate the results into different lists in the results dictionary based on the email domain of the sender 28 | 4. Tokenize the email content using english.pickle tokenizer from nltk 29 | 5. Once results calculated for each row, print out the average compound sentiment value for each domain 30 | 6. Output results to csv file 31 | 32 | polarityScoresAll.py 33 | 34 | 1. Take in dataset and put information into data structure called rows 35 | 2. Go through each email entry and tokenize the email content using english.pickle tokenizer from nltk 36 | 3. Once results calculated for each row, print out the average sentiment values for each domain 37 | 4. Output results to csv file 38 | 39 | sentimentExtraction.py 40 | 1. Take in dataset and put information into a data structure called rows 41 | 2. Clean message text and simplify it down to a list of words that provide some sort of info on the sentiment of the sentence 42 | 3. Compare each word to the emotions.txt and see if any of them are in there 43 | 4. If they are, add the corresponding emotion to the emotions list array 44 | 5. Once each row has been processed, count up all the emotions that have been extracted to see which one is most prevalent 45 | 46 | To Do: 47 | 1. Figure out what tokenizer is best to use. 48 | 2. Extract sentiments from email content instead of just polarity scores 49 | 3. Use other fields to find relations 50 | 1. Email subject line 51 | 2. Sender title 52 | 53 | 54 | 55 | 56 | -------------------------------------------------------------------------------- /3rd_data_enron_email_results/enronPolarityScores.py: -------------------------------------------------------------------------------- 1 | import sys 2 | import csv 3 | import string 4 | import numpy as np 5 | import matplotlib.pyplot as plt 6 | import nltk.data 7 | from nltk.sentiment.vader import SentimentIntensityAnalyzer 8 | from nltk import sentiment 9 | from nltk import word_tokenize 10 | from collections import Counter 11 | from nltk.corpus import stopwords 12 | 13 | 14 | 15 | # Adapted from https://programminghistorian.org/en/lessons/sentiment-analysis 16 | 17 | if(len(sys.argv) != 3): 18 | print("Usage: python3 enronPolarityScores.py ") 19 | sys.exit() 20 | 21 | # Open file to read in data 22 | filename = sys.argv[1] 23 | outfile = sys.argv[2] 24 | # Initialize fields and rows arrays 25 | fields = [] 26 | rows = [] 27 | 28 | # Read data in from csv file 29 | csv_file = open(filename, encoding="ISO-8859-1") 30 | csv_reader = csv.reader(csv_file, delimiter=',') 31 | fields = next(csv_reader) 32 | 33 | csv.field_size_limit(sys.maxsize) 34 | 35 | out_csv_file = open(outfile, mode = 'w') 36 | csv_writer = csv.writer(out_csv_file, delimiter=',') 37 | csv_writer.writerow(['message', 'compound', 'neg', 'neu', 'pos']) 38 | 39 | 40 | # Analyze sentiment on email contents usign NLTK and tokenizer 41 | sid = SentimentIntensityAnalyzer() 42 | tokenizer = nltk.data.load('tokenizers/punkt/english.pickle') 43 | # Initalize results dictionary 44 | total = 0 45 | sumVals = [0,0,0,0] 46 | emotion_list = [] 47 | # Go through each row in the dataset 48 | # for i in range(10000): 49 | for row in csv_reader: 50 | # row = next(csv_reader) 51 | message_text = row[1].split("\n", 15)[15] 52 | scores = sid.polarity_scores(message_text) 53 | # Write results to outfile 54 | csv_writer.writerow([message_text, scores['compound'], scores['neg'], scores['neu'], scores['pos']]) 55 | total+=1 56 | sumVals[0] += scores['compound'] 57 | sumVals[1] += scores['neg'] 58 | sumVals[2] += scores['neu'] 59 | sumVals[3] += scores['pos'] 60 | # Covert to lowercase 61 | # lower_case = message_text.lower() 62 | # # remove punctuation 63 | # cleaned_text = lower_case.translate(str.maketrans('', '', string.punctuation)) 64 | # # Tokenize words 65 | # tokenized_words = word_tokenize(cleaned_text, "english") 66 | # # Remove stop words 67 | # final_words = [] 68 | # for word in tokenized_words: 69 | # if word not in stopwords.words('english'): 70 | # final_words.append(word) 71 | # 72 | # # Get emotions text 73 | # with open('../emotions.txt', 'r') as file: 74 | # for line in file: 75 | # clear_line = line.replace('\n', '').replace(',', '').replace("'", '').strip() 76 | # word, emotion = clear_line.split(':') 77 | # if word in final_words: 78 | # emotion_list.append(emotion) 79 | 80 | # emotions = Counter(emotion_list) 81 | 82 | # Print out the average polarity score 83 | sigfig = 3 84 | print("total:", total) 85 | with open("enronResults.txt", mode = 'w') as file: 86 | file.write("Overall Polarity Scores\n") 87 | file.write(f"compound: {round(sumVals[0]/total, sigfig)}, neg: {round(sumVals[1]/total, sigfig)}, neu: {round(sumVals[2]/total, sigfig)}, pos: {round(sumVals[3]/total, sigfig)}") 88 | # file.write("\nEmotion Tally\n") 89 | # file.write(str(emotions)) 90 | -------------------------------------------------------------------------------- /1st data/polarityScoresAll.py: -------------------------------------------------------------------------------- 1 | import sys 2 | import csv 3 | import numpy as np 4 | import nltk.data 5 | from nltk.sentiment.vader import SentimentIntensityAnalyzer 6 | from nltk import sentiment 7 | import matplotlib.pyplot as plt 8 | 9 | # Function used to delete zeros from arrays, used when plotting the pos.png, neg.png, and comp.png 10 | def del_zeros(x): 11 | i = 0 12 | while(x[i] == 0 or x[i] < 0): 13 | if(x[i] == 0): 14 | del x[i] 15 | else: 16 | i+=1 17 | return x 18 | # Adapted from https://programminghistorian.org/en/lessons/sentiment-analysis 19 | 20 | if(len(sys.argv) != 3): 21 | print("Usage: python3 polarityScoresAll.py ") 22 | sys.exit() 23 | 24 | # Open file to read in data 25 | filename = sys.argv[1] 26 | outfile = sys.argv[2] 27 | # Initialize fields and rows arrays 28 | fields = [] 29 | rows = [] 30 | 31 | # Read data in from csv file 32 | with open(filename, encoding="ISO-8859-1") as csv_file: 33 | csv_reader = csv.reader(csv_file, delimiter=',') 34 | fields = next(csv_reader) 35 | for row in csv_reader: 36 | rows.append(row) 37 | 38 | # Analyze sentiment on email contents usign NLTK and tokenizer 39 | sid = SentimentIntensityAnalyzer() 40 | tokenizer = nltk.data.load('tokenizers/punkt/english.pickle') 41 | 42 | # Initalize results dictionary 43 | results = [] 44 | tokenized_results = [] 45 | # Go through each row in the dataset 46 | for row in rows: 47 | message_text = row[1] 48 | scores = sid.polarity_scores(message_text) 49 | results.append([message_text, scores['compound'], scores['neg'], scores['neu'], scores['pos']]) 50 | sentences = tokenizer.tokenize(message_text) 51 | for sentence in sentences: 52 | scores = sid.polarity_scores(sentence) 53 | tokenized_results.append([message_text, scores['compound'], scores['neg'], scores['neu'], scores['pos']]) 54 | 55 | 56 | sumVals = [0,0,0,0] 57 | tokenized_sumVals = [0,0,0,0] 58 | # Write results to outfile 59 | with open(outfile, mode = 'w') as csv_file: 60 | csv_writer = csv.writer(csv_file, delimiter=',') 61 | csv_writer.writerow(['message', 'compound', 'neg', 'neu', 'pos']) 62 | for row in results: 63 | sumVals[0] += row[1] 64 | sumVals[1] += row[2] 65 | sumVals[2] += row[3] 66 | sumVals[3] += row[4] 67 | csv_writer.writerow(row) 68 | newfile = "tokenized_" + outfile 69 | with open(newfile, mode = 'w') as csv_file: 70 | csv_writer = csv.writer(csv_file, delimiter=',') 71 | csv_writer.writerow(['message', 'compound', 'neg', 'neu', 'pos']) 72 | for row in tokenized_results: 73 | tokenized_sumVals[0] += row[1] 74 | tokenized_sumVals[1] += row[2] 75 | tokenized_sumVals[2] += row[3] 76 | tokenized_sumVals[3] += row[4] 77 | csv_writer.writerow(row) 78 | # Print out the average polarity score 79 | sigfig = 3 80 | total = len(results) 81 | print("Untokenized Overall Polarity Scores") 82 | print(f"compound: {round(sumVals[0]/total, sigfig)}, neg: {round(sumVals[1]/total, sigfig)}, neu: {round(sumVals[2]/total, sigfig)}, pos: {round(sumVals[3]/total, sigfig)}") 83 | print("Tokenized Overall Polarity Scores") 84 | total = len(tokenized_results) 85 | print(f"compound: {round(tokenized_sumVals[0]/total, sigfig)}, neg: {round(tokenized_sumVals[1]/total, sigfig)}, neu: {round(tokenized_sumVals[2]/total, sigfig)}, pos: {round(tokenized_sumVals[3]/total, sigfig)}") 86 | -------------------------------------------------------------------------------- /1st data/polarityScoresbyDomain.py: -------------------------------------------------------------------------------- 1 | import sys 2 | import csv 3 | import numpy as np 4 | import nltk.data 5 | from nltk.sentiment.vader import SentimentIntensityAnalyzer 6 | from nltk import sentiment 7 | from nltk import word_tokenize 8 | 9 | # Adapted from https://programminghistorian.org/en/lessons/sentiment-analysis 10 | 11 | if(len(sys.argv) != 3): 12 | print("Usage: python3 polarityScoresbyDomain.py ") 13 | sys.exit() 14 | 15 | # Open file to read in data 16 | filename = sys.argv[1] 17 | outfile = sys.argv[2] 18 | # Initialize fields and rows arrays 19 | fields = [] 20 | rows = [] 21 | 22 | # Read data in from csv file 23 | with open(filename, encoding="ISO-8859-1") as csv_file: 24 | csv_reader = csv.reader(csv_file, delimiter=',') 25 | fields = next(csv_reader) 26 | for row in csv_reader: 27 | rows.append(row) 28 | 29 | 30 | email_domains = [".com", ".gov", ".net", ".edu", ".org", "none"] 31 | # Analyze sentiment on email contents usign NLTK and tokenizer 32 | sid = SentimentIntensityAnalyzer() 33 | tokenizer = nltk.data.load('tokenizers/punkt/english.pickle') 34 | 35 | # Initalize results dictionary 36 | results = {} 37 | for domain in email_domains: 38 | results[domain] = [] 39 | # Go through each row in the dataset 40 | for row in rows: 41 | # If there is no sender email, append results to "none" domain 42 | if( (row[10] == "Y") or (row[10] == "na") ): 43 | message_text = row[1] 44 | scores = sid.polarity_scores(message_text) 45 | results["none"].append([message_text, scores['compound'], scores['neg'], scores['neu'], scores['pos']]) 46 | else: 47 | # If there is a sender email, append results to appropriate domain 48 | for domain in email_domains: 49 | if(row[10].find(domain) != -1): 50 | message_text = row[1] 51 | scores = sid.polarity_scores(message_text) 52 | results[domain].append([message_text, scores['compound'], scores['neg'], scores['neu'], scores['pos']]) 53 | break; 54 | 55 | sumVals = {} 56 | countVals = {} 57 | # Write results to outfile 58 | with open(outfile, mode = 'w') as csv_file: 59 | csv_writer = csv.writer(csv_file, delimiter=',') 60 | csv_writer.writerow(['message', 'compound', 'neg', 'neu', 'pos']) 61 | for domain in email_domains: 62 | sum = [0,0,0,0] 63 | count = 0 64 | for row in results[domain]: 65 | sum[0] += row[1] 66 | sum[1] += row[2] 67 | sum[2] += row[3] 68 | sum[3] += row[4] 69 | count += 1 70 | csv_writer.writerow(row) 71 | # Print out the average compound value for each token 72 | sumVals[domain] = sum 73 | countVals[domain] = count 74 | sumVals["total"] = [0,0,0,0] 75 | countVals["total"] = 0 76 | sigfig = 3 77 | for domain in email_domains: 78 | sumVals["total"] = np.add(sumVals["total"], sumVals[domain]) 79 | countVals["total"] += countVals[domain] 80 | print(f"{domain}: compound: {round(sumVals[domain][0]/countVals[domain], sigfig)}, neg: {round(sumVals[domain][1]/countVals[domain], sigfig)}, neu: {round(sumVals[domain][2]/countVals[domain], sigfig)}, pos: {round(sumVals[domain][3]/countVals[domain], sigfig)}") 81 | print("Overall Polarity Scores") 82 | print(f"compound: {round(sumVals['total'][0]/countVals['total'], sigfig)}, neg: {round(sumVals['total'][1]/countVals['total'], sigfig)}, neu: {round(sumVals['total'][2]/countVals['total'], sigfig)}, pos: {round(sumVals['total'][3]/countVals['total'], sigfig)}") 83 | -------------------------------------------------------------------------------- /2nd_data-spam-ham-email_results/spamPolarityScores.py: -------------------------------------------------------------------------------- 1 | import sys 2 | import csv 3 | import numpy as np 4 | import nltk.data 5 | from nltk.sentiment.vader import SentimentIntensityAnalyzer 6 | from nltk import sentiment 7 | from nltk import word_tokenize 8 | 9 | # Adapted from https://programminghistorian.org/en/lessons/sentiment-analysis 10 | 11 | if(len(sys.argv) != 3): 12 | print("Usage: python3 spamPolarityScores.py ") 13 | sys.exit() 14 | 15 | # Open file to read in data 16 | filename = sys.argv[1] 17 | outfile = sys.argv[2] 18 | # Initialize fields and rows arrays 19 | fields = [] 20 | rows = [] 21 | 22 | # Read data in from csv file 23 | with open(filename, encoding="ISO-8859-1") as csv_file: 24 | csv_reader = csv.reader(csv_file, delimiter=',') 25 | fields = next(csv_reader) 26 | for row in csv_reader: 27 | rows.append(row) 28 | 29 | 30 | email_type = ["spam", "ham"] 31 | # Analyze sentiment on email contents usign NLTK and tokenizer 32 | sid = SentimentIntensityAnalyzer() 33 | tokenizer = nltk.data.load('tokenizers/punkt/english.pickle') 34 | 35 | # Initalize results dictionary 36 | results = {} 37 | for type in email_type: 38 | results[type] = [] 39 | # Go through each row in the dataset 40 | for row in rows: 41 | if(row[0] == "spam" ): 42 | message_text = row[1] 43 | scores = sid.polarity_scores(message_text) 44 | results["spam"].append([message_text, scores['compound'], scores['neg'], scores['neu'], scores['pos']]) 45 | # Uncomment this section to tokenize message contents into phrases, make sure to comment out the two lines above this comment 46 | # sentences = tokenizer.tokenize(message_text) 47 | # for sentence in sentences: 48 | # scores = sid.polarity_scores(sentence) 49 | # results["spam"].append([sentence, scores['compound'], scores['neg'], scores['neu'], scores['pos']]) 50 | else: 51 | message_text = row[1] 52 | scores = sid.polarity_scores(message_text) 53 | results["ham"].append([message_text, scores['compound'], scores['neg'], scores['neu'], scores['pos']]) 54 | # Uncomment this section to tokenize message contents into phrases, make sure to comment out the two lines above this comment 55 | # sentences = tokenizer.tokenize(message_text) 56 | # for sentence in sentences: 57 | # scores = sid.polarity_scores(sentence) 58 | # results["ham"].append([sentence, scores['compound'], scores['neg'], scores['neu'], scores['pos']]) 59 | 60 | # Write results to outfile 61 | with open("spamResults.csv", mode = 'w') as csv_file: 62 | csv_writer = csv.writer(csv_file, delimiter=',') 63 | csv_writer.writerow(['message', 'compound', 'neg', 'neu', 'pos']) 64 | for row in results["spam"]: 65 | csv_writer.writerow(row) 66 | with open("hamResults.csv", mode = 'w') as csv_file: 67 | csv_writer = csv.writer(csv_file, delimiter=',') 68 | csv_writer.writerow(['message', 'compound', 'neg', 'neu', 'pos']) 69 | for row in results["ham"]: 70 | csv_writer.writerow(row) 71 | 72 | # sumVals["total"] = [0,0,0,0] 73 | # countVals["total"] = 0 74 | # sigfig = 3 75 | # with open("results.txt", mode = 'w') as file: 76 | # for type in email_type: 77 | # sumVals["total"] = np.add(sumVals["total"], sumVals[type]) 78 | # countVals["total"] += countVals[type] 79 | # file.write(f"{type}: compound: {round(sumVals[type][0]/countVals[type], sigfig)}, neg: {round(sumVals[type][1]/countVals[type], sigfig)}, neu: {round(sumVals[type][2]/countVals[type], sigfig)}, pos: {round(sumVals[type][3]/countVals[type], sigfig)}\n") 80 | # file.write("Overall Polarity Scores\n") 81 | # file.write(f"compound: {round(sumVals['total'][0]/countVals['total'], sigfig)}, neg: {round(sumVals['total'][1]/countVals['total'], sigfig)}, neu: {round(sumVals['total'][2]/countVals['total'], sigfig)}, pos: {round(sumVals['total'][3]/countVals['total'], sigfig)}") 82 | -------------------------------------------------------------------------------- /1st data/SentimentPractice.py: -------------------------------------------------------------------------------- 1 | #------------------------------Message Level Analysis---------------------------------------- 2 | # first, we import the relevant modules from the NLTK library 3 | from nltk.sentiment.vader import SentimentIntensityAnalyzer 4 | 5 | # next, we initialize VADER so we can use it within our Python script 6 | sid = SentimentIntensityAnalyzer() 7 | 8 | # the variable 'message_text' now contains the text we will analyze. 9 | message_text = '''It seems to me we are in the middle of no man's land with respect to the following: Opec production speculation, Mid east crisis and renewed tensions, US elections and what looks like a slowing economy (?), and no real weather anywhere in the world. I think it would be most prudent to play the markets from a very flat price position and try to day trade more aggressively. I have no intentions of outguessing Mr. Greenspan, the US. electorate, the Opec ministers and their new important roles, The Israeli and Palestinian leaders, and somewhat importantly, Mother Nature. Given that, and that we cannot afford to lose any more money, and that Var seems to be a problem, let's be as flat as possible. I'm ok with spread risk (not front to backs, but commodity spreads). The morning meetings are not inspiring, and I don't have a real feel for everyone's passion with respect to the markets. As such, I'd like to ask John N. to run the morning meetings on Mon. and Wed. Thanks. Jeff''' 10 | 11 | print(message_text) 12 | 13 | # Calling the polarity_scores method on sid and passing in the message_text outputs a dictionary with negative, neutral, positive, and compound scores for the input text 14 | scores = sid.polarity_scores(message_text) 15 | 16 | # Here we loop through the keys contained in scores (pos, neu, neg, and compound scores) and print the key-value pairs on the screen 17 | 18 | for key in sorted(scores): 19 | print('{0}: {1}, '.format(key, scores[key]), end='') 20 | 21 | #------------------------------Sentiment Level Analysis---------------------------------------- 22 | # below is the sentiment analysis code rewritten for sentence-level analysis 23 | # note the new module -- word_tokenize! 24 | import nltk.data 25 | # from nltk.sentiment.vader import SentimentIntensityAnalyzer 26 | from nltk import sentiment 27 | from nltk import word_tokenize 28 | 29 | # Next, we initialize VADER so we can use it within our Python script 30 | sid = SentimentIntensityAnalyzer() 31 | 32 | # We will also initialize our 'english.pickle' function and give it a short name 33 | 34 | tokenizer = nltk.data.load('tokenizers/punkt/english.pickle') 35 | 36 | message_text = '''It seems to me we are in the middle of no man's land with respect to the following: Opec production speculation, Mid east crisis and renewed tensions, US elections and what looks like a slowing economy (?), and no real weather anywhere in the world. I think it would be most prudent to play the markets from a very flat price position and try to day trade more aggressively. I have no intentions of outguessing Mr. Greenspan, the US. electorate, the Opec ministers and their new important roles, The Israeli and Palestinian leaders, and somewhat importantly, Mother Nature. Given that, and that we cannot afford to lose any more money, and that Var seems to be a problem, let's be as flat as possible. I'm ok with spread risk (not front to backs, but commodity spreads). The morning meetings are not inspiring, and I don't have a real feel for everyone's passion with respect to the markets. As such, I'd like to ask John N. to run the morning meetings on Mon. and Wed. Thanks. Jeff''' 37 | 38 | # The tokenize method breaks up the paragraph into a list of strings. In this example, note that the tokenizer is confused by the absence of spaces after periods and actually fails to break up sentences in two instances. How might you fix that? 39 | 40 | sentences = tokenizer.tokenize(message_text) 41 | 42 | # We add the additional step of iterating through the list of sentences and calculating and printing polarity scores for each one. 43 | 44 | for sentence in sentences: 45 | print(sentence) 46 | scores = sid.polarity_scores(sentence) 47 | for key in sorted(scores): 48 | print('{0}: {1}, '.format(key, scores[key]), end='') 49 | print() 50 | -------------------------------------------------------------------------------- /1st data/emotions.txt: -------------------------------------------------------------------------------- 1 | 'victimized': 'cheated', 2 | 'accused': 'cheated', 3 | 'acquitted': 'singled out', 4 | 'adorable': 'loved', 5 | 'adored': 'loved', 6 | 'affected': 'attracted', 7 | 'afflicted': 'sad', 8 | 'aghast': 'fearful', 9 | 'agog': 'attracted', 10 | 'agonized': 'sad', 11 | 'alarmed': 'fearful', 12 | 'amused': 'happy', 13 | 'angry': 'angry', 14 | 'anguished': 'sad', 15 | 'animated': 'happy', 16 | 'annoyed': 'angry', 17 | 'anxious': 'attracted', 18 | 'apathetic': 'bored', 19 | 'appalled': 'angry', 20 | 'appeased': 'singled out', 21 | 'appreciated': 'esteemed', 22 | 'apprehensive': 'fearful', 23 | 'approved of': 'loved', 24 | 'ardent': 'lustful', 25 | 'aroused': 'lustful', 26 | 'attached': 'attached', 27 | 'attracted': 'attracted', 28 | 'autonomous': 'independent', 29 | 'awed': 'fearful', 30 | 'awkward': 'embarrassed', 31 | 'beaten down': 'powerless', 32 | 'beatific': 'happy', 33 | 'belonging': 'attached', 34 | 'bereaved': 'sad', 35 | 'betrayed': 'cheated', 36 | 'bewildered': 'surprise', 37 | 'bitter': 'angry', 38 | 'blissful': 'happy', 39 | 'blithe': 'happy', 40 | 'blocked': 'powerless', 41 | 'blue': 'sad', 42 | 'boiling': 'angry', 43 | 'bold': 'fearless', 44 | 'bored': 'bored', 45 | 'brave': 'fearless', 46 | 'bright': 'happy', 47 | 'brisk': 'happy', 48 | 'calm': 'safe', 49 | 'capable': 'adequate', 50 | 'captivated': 'attached', 51 | 'careless': 'powerless', 52 | 'categorized': 'singled out', 53 | 'cautious': 'fearful', 54 | 'certain': 'fearless', 55 | 'chagrined': 'belittled', 56 | 'challenged': 'attracted', 57 | 'chastised': 'hated', 58 | 'cheated': 'cheated', 59 | 'cheerful': 'happy', 60 | 'cheerless': 'sad', 61 | 'cheery': 'happy', 62 | 'cherished': 'attached', 63 | 'chicken': 'fearful', 64 | 'cocky': 'independent', 65 | 'codependent': 'codependent', 66 | 'coerced': 'cheated', 67 | 'comfortable': 'happy', 68 | 'common': 'average', 69 | 'competent': 'adequate', 70 | 'complacent': 'apathetic', 71 | 'composed': 'adequate', 72 | 'concerned': 'attracted', 73 | 'confident': 'adequate', 74 | 'confused': 'surprise', 75 | 'connected': 'attached', 76 | 'conned': 'cheated', 77 | 'consumed': 'obsessed', 78 | 'contented': 'happy', 79 | 'controlled': 'powerless', 80 | 'convivial': 'happy', 81 | 'cornered': 'entitled', 82 | 'courageous': 'fearless', 83 | 'cowardly': 'fearful', 84 | 'craving': 'attracted', 85 | 'crestfallen': 'sad', 86 | 'criticized': 'hated', 87 | 'cross': 'angry', 88 | 'cross-examined': 'singled out', 89 | 'crushed': 'sad', 90 | 'curious': 'attracted', 91 | 'cut off': 'alone', 92 | 'daring': 'fearless', 93 | 'dark': 'sad', 94 | 'dedicated': 'attracted', 95 | 'defeated': 'powerless', 96 | 'defenseless': 'fearful', 97 | 'degraded': 'belittled', 98 | 'dejected': 'sad', 99 | 'depressed': 'sad', 100 | 'deserted': 'hated', 101 | 'desirable': 'loved', 102 | 'despondent': 'sad', 103 | 'detached': 'alone', 104 | 'determined': 'focused', 105 | 'diminished': 'belittled', 106 | 'disappointed': 'demoralized', 107 | 'discarded': 'hated', 108 | 'disconsolate': 'sad', 109 | 'discontented': 'sad', 110 | 'discounted': 'belittled', 111 | 'discouraged': 'powerless', 112 | 'disgraced': 'belittled', 113 | 'disgusted': 'angry', 114 | 'disheartened': 'demoralized', 115 | 'disillusioned': 'demoralized', 116 | 'disjointed': 'derailed', 117 | 'dismal': 'sad', 118 | 'dismayed': 'fearful', 119 | 'disoriented': 'derailed', 120 | 'disparaged': 'cheated', 121 | 'displeased': 'sad', 122 | 'disrespected': 'belittled', 123 | 'distressed': 'sad', 124 | 'distrustful': 'anxious', 125 | 'dolorous': 'sad', 126 | 'doubtful': 'fearful', 127 | 'down': 'sad', 128 | 'downhearted': 'sad', 129 | 'dreadful': 'sad', 130 | 'dreary': 'sad', 131 | 'dubious': 'anxious', 132 | 'dull': 'sad', 133 | 'duped': 'cheated', 134 | 'eager': 'attracted', 135 | 'earnest': 'attracted', 136 | 'ecstatic': 'happy', 137 | 'elated': 'happy', 138 | 'embarrassed': 'embarrassed', 139 | 'empathetic': 'attached', 140 | 'enchanted': 'attracted', 141 | 'encouraged': 'adequate', 142 | 'engrossed': 'attracted', 143 | 'enraged': 'angry', 144 | 'enterprising': 'fearless', 145 | 'enthusiastic': 'happy', 146 | 'entrusted': 'loved', 147 | 'esteemed': 'esteemed', 148 | 'excited': 'happy', 149 | 'excluded': 'alone', 150 | 'exempt': 'entitled', 151 | 'exhausted hopeless': 'powerless', 152 | 'exhilarated': 'happy', 153 | 'exploited': 'cheated', 154 | 'exposed': 'fearful', 155 | 'fabulous': 'ecstatic', 156 | 'fainthearted': 'fearful', 157 | 'fantastic': 'ecstatic', 158 | 'fascinated': 'attracted', 159 | 'favored': 'entitled', 160 | 'fearful': 'fearful', 161 | 'fervent': 'attracted', 162 | 'fervid': 'attracted', 163 | 'festive': 'happy', 164 | 'flat': 'sad', 165 | 'focused': 'focused', 166 | 'forced': 'powerless', 167 | 'forsaken': 'hated', 168 | 'framed': 'cheated', 169 | 'free': 'free', 170 | 'free & easy': 'happy', 171 | 'frightened': 'fearful', 172 | 'frisky': 'happy', 173 | 'frustrated': 'angry', 174 | 'full of anticipation': 'attracted', 175 | 'full of ennui': 'apathetic', 176 | 'fuming': 'angry', 177 | 'funereal': 'sad', 178 | 'furious': 'angry', 179 | 'gallant': 'fearless', 180 | 'genial': 'happy', 181 | 'glad': 'happy', 182 | 'gleeful': 'happy', 183 | 'gloomy': 'sad', 184 | 'glum': 'sad', 185 | 'grief-stricken': 'sad', 186 | 'grieved': 'sad', 187 | 'guilt': 'sad', 188 | 'guilty': 'singled out', 189 | 'happy': 'happy', 190 | 'hardy': 'fearless', 191 | 'heartbroken': 'sad', 192 | 'heavyhearted': 'sad', 193 | 'hesitant': 'fearful', 194 | 'high-spirited': 'happy', 195 | 'hilarious': 'happy', 196 | 'hopeful': 'attracted', 197 | 'horny': 'lustful', 198 | 'horrified': 'fearful', 199 | 'hot and bothered': 'lustful', 200 | 'humiliated': 'sad', 201 | 'humorous': 'happy', 202 | 'hurt': 'sad', 203 | 'hysterical': 'fearful', 204 | 'ignored': 'hated', 205 | 'ill at ease': 'sad', 206 | 'immobilized': 'apathetic', 207 | 'immune': 'entitled', 208 | 'important': 'happy', 209 | 'impotent': 'powerless', 210 | 'imprisoned': 'entitled', 211 | 'in a huff': 'angry', 212 | 'in a stew': 'angry', 213 | 'in control': 'adequate', 214 | 'in fear': 'fearful', 215 | 'in pain': 'sad', 216 | 'in the dumps': 'sad', 217 | 'in the zone': 'focused', 218 | 'incensed': 'angry', 219 | 'included': 'attached', 220 | 'indecisive': 'anxious', 221 | 'independent': 'free', 222 | 'indignant': 'angry', 223 | 'infatuated': 'lustful', 224 | 'inflamed': 'angry', 225 | 'injured': 'sad', 226 | 'inquisitive': 'attracted', 227 | 'insecure': 'codependent', 228 | 'insignificant': 'belittled', 229 | 'intent': 'attracted', 230 | 'interested': 'attracted', 231 | 'interrogated': 'singled out', 232 | 'intrigued': 'attracted', 233 | 'irate': 'angry', 234 | 'irresolute': 'fearful', 235 | 'irresponsible': 'powerless', 236 | 'irritated': 'angry', 237 | 'isolated': 'alone', 238 | 'jaunty': 'happy', 239 | 'jocular': 'happy', 240 | 'jolly': 'happy', 241 | 'jovial': 'happy', 242 | 'joyful': 'happy', 243 | 'joyless': 'sad', 244 | 'joyous': 'happy', 245 | 'jubilant': 'happy', 246 | 'justified': 'singled out', 247 | 'keen': 'attracted', 248 | 'labeled': 'singled out', 249 | 'lackadaisical': 'bored', 250 | 'lazy': 'apathetic', 251 | 'left out': 'hated', 252 | 'let down': 'hated', 253 | 'lethargic': 'apathetic', 254 | 'lied to': 'cheated', 255 | 'lighthearted': 'happy', 256 | 'liked': 'attached', 257 | 'lively': 'happy', 258 | 'livid': 'angry', 259 | 'lonely': 'alone', 260 | 'lonesome': 'alone', 261 | 'lost': 'lost', 262 | 'loved': 'attached', 263 | 'low': 'sad', 264 | 'lucky': 'happy', 265 | 'lugubrious': 'sad', 266 | 'macho': 'independent', 267 | 'mad': 'angry', 268 | 'melancholy': 'sad', 269 | 'menaced': 'fearful', 270 | 'merry': 'happy', 271 | 'mirthful': 'happy', 272 | 'misgiving': 'fearful', 273 | 'misunderstood': 'alone', 274 | 'moody': 'sad', 275 | 'moping': 'sad', 276 | 'motivated': 'attracted', 277 | 'mournful': 'sad', 278 | 'needed': 'attracted', 279 | 'needy': 'codependent', 280 | 'nervous': 'fearful', 281 | 'obligated': 'powerless', 282 | 'obsessed': 'obsessed', 283 | 'offended': 'angry', 284 | 'oppressed': 'sad', 285 | 'optionless': 'entitled', 286 | 'ordinary': 'average', 287 | 'organized': 'adequate', 288 | 'out of control': 'powerless', 289 | 'out of sorts': 'sad', 290 | 'outmaneuvered': 'entitled', 291 | 'outraged': 'angry', 292 | 'overjoyed': 'happy', 293 | 'overlooked': 'hated', 294 | 'overwhelmed': 'powerless', 295 | 'panicked': 'fearful', 296 | 'passionate': 'lustful', 297 | 'passive': 'apathetic', 298 | 'pathetic': 'sad', 299 | 'peaceful': 'safe', 300 | 'pensive': 'anxious', 301 | 'perplexed': 'anxious', 302 | 'phobic': 'fearful', 303 | 'playful': 'happy', 304 | 'pleased': 'happy', 305 | 'powerless': 'powerless', 306 | 'pressured': 'burdened', 307 | 'privileged': 'entitled', 308 | 'proud': 'happy', 309 | 'provoked': 'angry', 310 | 'punished': 'hated', 311 | 'put upon': 'burdened', 312 | 'quaking': 'fearful', 313 | 'quiescent': 'apathetic', 314 | 'rageful': 'angry', 315 | 'rapturous': 'happy', 316 | 'rated': 'singled out', 317 | 'reassured': 'fearless', 318 | 'reckless': 'powerless', 319 | 'redeemed': 'singled out', 320 | 'regretful': 'sad', 321 | 'rejected': 'alone', 322 | 'released': 'free', 323 | 'remorse': 'sad', 324 | 'replaced': 'hated', 325 | 'repulsed': 'demoralized', 326 | 'resentful': 'angry', 327 | 'resolute': 'fearless', 328 | 'respected': 'esteemed', 329 | 'responsible': 'adequate', 330 | 'restful': 'fearful', 331 | 'revered': 'esteemed', 332 | 'rueful': 'sad', 333 | 'sad': 'sad', 334 | 'satisfied': 'happy', 335 | 'saucy': 'happy', 336 | 'scared': 'fearful', 337 | 'secure': 'fearless', 338 | 'self-reliant': 'fearless', 339 | 'serene': 'happy', 340 | 'shaky': 'fearful', 341 | 'shamed': 'sad', 342 | 'shocked': 'surprise', 343 | 'significant': 'esteemed', 344 | 'singled out': 'singled out', 345 | 'skeptical': 'anxious', 346 | 'snoopy': 'attracted', 347 | 'somber': 'sad', 348 | 'sparkling': 'happy', 349 | 'spirited': 'happy', 350 | 'spiritless': 'sad', 351 | 'sprightly': 'happy', 352 | 'startled': 'surprise', 353 | 'stereotyped': 'singled out', 354 | 'stifled': 'powerless', 355 | 'stout hearted': 'fearless', 356 | 'strong': 'independent', 357 | 'suffering': 'sad', 358 | 'sulky': 'sad', 359 | 'sullen': 'angry', 360 | 'sunny': 'happy', 361 | 'surprised': 'surprise', 362 | 'suspicious': 'anxious', 363 | 'sympathetic': 'codependent', 364 | 'tense': 'anxious', 365 | 'terrified': 'fearful', 366 | 'terrorized': 'fearful', 367 | 'thankful': 'happy', 368 | 'threatened': 'fearful', 369 | 'thwarted': 'powerless', 370 | 'timid': 'fearful', 371 | 'timorous': 'fearful', 372 | 'torn': 'derailed', 373 | 'tortured': 'sad', 374 | 'tragic': 'sad', 375 | 'tranquil': 'happy', 376 | 'transported': 'happy', 377 | 'trapped': 'entitled', 378 | 'tremulous': 'fearful', 379 | 'tricked': 'entitled', 380 | 'turned on': 'lustful', 381 | 'unapproved of': 'hated', 382 | 'unbelieving': 'anxious', 383 | 'uncertain': 'anxious', 384 | 'unconcerned': 'apathetic', 385 | 'understood': 'attached', 386 | 'unfocussed': 'lost', 387 | 'unlovable': 'hated', 388 | 'unloved': 'hated', 389 | 'unmotivated': 'apathetic', 390 | 'unshackled': 'free', 391 | 'unsupported': 'belittled', 392 | 'up in arms': 'angry', 393 | 'upset': 'fearful', 394 | 'validated': 'loved', 395 | 'valued': 'esteemed', 396 | 'victimized': 'sad', 397 | 'violated': 'cheated', 398 | 'virulent': 'angry', 399 | 'vivacious': 'happy', 400 | 'vulnerable': 'powerless', 401 | 'wavering': 'anxious', 402 | 'weak': 'powerless', 403 | 'welcomed': 'loved', 404 | 'woebegone': 'sad', 405 | 'woeful': 'sad', 406 | 'worn down': 'powerless', 407 | 'worn out': 'powerless', 408 | 'worried': 'fearful', 409 | 'worshiped': 'esteemed', 410 | 'wrathful': 'angry', 411 | 'wronged': 'singled out', 412 | 'wrought up': 'angry', 413 | 'yearning': 'lustful', 414 | 'yellow': 'fearful', 415 | 'zealous': 'attracted', 416 | 'abandoned': 'hated', 417 | 'absolved': 'singled out', 418 | 'absorbed': 'attracted', 419 | 'abused': 'powerless', 420 | 'accepted': 'loved', 421 | 'aching': 'sad', 422 | 'acrimonious': 'angry', 423 | 'addicted': 'codependent', 424 | 'adequate': 'adequate', 425 | 'admired': 'esteemed', 426 | 'affectionate': 'attached', 427 | 'affronted': 'singled out', 428 | 'afraid': 'fearful', 429 | 'airy': 'happy', 430 | 'alone': 'alone', 431 | 'ambivalent': 'bored', 432 | 'apathetic': 'apathetic', 433 | 'apprehensive': 'anxious', 434 | 'arrogant': 'independent', 435 | 'ashamed': 'embarrassed', 436 | 'astonished': 'surprise', 437 | 'at ease': 'safe', 438 | 'attacked': 'fearful', 439 | 'audacious': 'fearless', 440 | 'autonomous': 'free', 441 | 'average': 'average', 442 | 'avid': 'attracted', 443 | 'baffled': 'lost', 444 | 'bashful': 'powerless', 445 | 'belittled': 'belittled', 446 | 'buoyant': 'happy', 447 | 'burdened': 'burdened', 448 | 'clouded': 'sad', 449 | 'committed': 'focused', 450 | 'compassionate': 'attached', 451 | 'compelled': 'obsessed', 452 | 'dauntless': 'fearless', 453 | 'debonair': 'happy', 454 | 'deceived': 'entitled', 455 | 'delighted': 'ecstatic', 456 | 'demoralized': 'demoralized', 457 | 'derailed': 'derailed', 458 | 'desirous': 'attracted', 459 | 'despairing': 'sad', 460 | 'devastated': 'angry', 461 | 'diffident': 'fearful', 462 | 'discredited': 'belittled', 463 | 'disheartened': 'sad', 464 | 'disinclined': 'demoralized', 465 | 'disorganized': 'powerless', 466 | 'downcast': 'sad', 467 | 'entitled': 'entitled', 468 | 'excited': 'adequate', 469 | 'exultant': 'happy', 470 | 'fidgety': 'fearful', 471 | 'frowning': 'sad', 472 | 'full of misgiving': 'anxious', 473 | 'great': 'happy', 474 | 'hapless': 'sad', 475 | 'hated': 'hated', 476 | 'heroic': 'fearless', 477 | 'hostile': 'angry', 478 | 'in despair': 'sad', 479 | 'indifferent': 'bored', 480 | 'infuriated': 'angry', 481 | 'insecure': 'fearful', 482 | 'inspired': 'happy', 483 | 'inspiring': 'attracted', 484 | 'judged': 'singled out', 485 | 'justified': 'singled out', 486 | 'laughing': 'happy', 487 | 'loved': 'loved', 488 | 'loving': 'attached', 489 | 'low': 'sad', 490 | 'lustful': 'lustful', 491 | 'manipulated': 'cheated', 492 | 'mumpish': 'sad', 493 | 'nosey': 'attracted', 494 | 'numb': 'apathetic', 495 | 'obliterated': 'powerless', 496 | 'peaceful': 'happy', 497 | 'petrified': 'fearful', 498 | 'piqued': 'angry', 499 | 'piteous': 'sad', 500 | 'powerless': 'powerless', 501 | 'questioning': 'anxious', 502 | 'rejected': 'hated', 503 | 'self-satisfied': 'happy', 504 | 'set up': 'entitled', 505 | 'shut out': 'alone', 506 | 'sorrowful': 'sad', 507 | 'spirited': 'sad', 508 | 'supported': 'esteemed', 509 | 'suspicious': 'fearful', 510 | 'terrific': 'happy', 511 | 'trapped': 'entitled', 512 | 'trembling': 'fearful', 513 | 'uncomfortable': 'anxious', 514 | 'underestimated': 'belittled', 515 | 'unhappy': 'sad', 516 | 'vindicated': 'singled out', 517 | 'worked up': 'angry' 518 | -------------------------------------------------------------------------------- /1st data/tokenized_ProcessedSentiments.csv: -------------------------------------------------------------------------------- 1 | message,compound,neg,neu,pos 2 | "Are you available ? 3 | No calls text only 9513072XXX",0.0,0.0,1.0,0.0 4 | "Are you available ? 5 | No calls text only 9513072XXX",-0.296,0.355,0.645,0.0 6 | I'm in a meeting and need help getting some Amazon Gift Cards,0.743,0.0,0.523,0.477 7 | "Hello RECIPIENT 8 | 9 | I am urgently seeking for a Clerical/Administrative Assistant to 10 | work for me on campus at their own free time while I am away on my work and 11 | earn basic wage $250 weekly.This is a flexible job that requires little to 12 | no prior experience .Let me know you are interested and I will fill you in.",0.7165,0.033,0.83,0.137 13 | Are you around? I need to pay a vendor with the blucard.,0.0,0.0,1.0,0.0 14 | Are you around? I need to pay a vendor with the blucard.,-0.1027,0.189,0.811,0.0 15 | I'm in a meeting and need help getting some Amazon Gift Cards,0.743,0.0,0.523,0.477 16 | XXX has invited you to view the following document:,0.0,0.0,1.0,0.0 17 | "Dear XXXXX@berkeley.edu(link sends e-mail) 18 | 19 | An information document has been sent to you by the Human Resources Department. 20 | 21 | Click here to Login to view the document. Thank you!",0.3818,0.0,0.86,0.14 22 | "Dear XXXXX@berkeley.edu(link sends e-mail) 23 | 24 | An information document has been sent to you by the Human Resources Department. 25 | 26 | Click here to Login to view the document. Thank you!",0.0,0.0,1.0,0.0 27 | "Dear XXXXX@berkeley.edu(link sends e-mail) 28 | 29 | An information document has been sent to you by the Human Resources Department. 30 | 31 | Click here to Login to view the document. Thank you!",0.4199,0.0,0.264,0.736 32 | "Dear Student, 33 | 34 | Your access to your library account is expiring soon due to inactivity. To 35 | continue to have access to the library services, you must reactivate your 36 | account. For this purpose, click the web address below or copy and paste it 37 | into your web browser. A successful login will activate your account and 38 | you will be redirected to your library profile. 39 | 40 | https://auth.berkeley.edu/cas/login?service=https%3a%2f% 41 | 42 | 43 | If you are not able to login, please contact at 44 | xxxxx@berkeley.edu (link sends e-mail) for immediate assistance.",0.3818,0.0,0.833,0.167 45 | "Dear Student, 46 | 47 | Your access to your library account is expiring soon due to inactivity. To 48 | continue to have access to the library services, you must reactivate your 49 | account. For this purpose, click the web address below or copy and paste it 50 | into your web browser. A successful login will activate your account and 51 | you will be redirected to your library profile. 52 | 53 | https://auth.berkeley.edu/cas/login?service=https%3a%2f% 54 | 55 | 56 | If you are not able to login, please contact at 57 | xxxxx@berkeley.edu (link sends e-mail) for immediate assistance.",0.0,0.0,1.0,0.0 58 | "Dear Student, 59 | 60 | Your access to your library account is expiring soon due to inactivity. To 61 | continue to have access to the library services, you must reactivate your 62 | account. For this purpose, click the web address below or copy and paste it 63 | into your web browser. A successful login will activate your account and 64 | you will be redirected to your library profile. 65 | 66 | https://auth.berkeley.edu/cas/login?service=https%3a%2f% 67 | 68 | 69 | If you are not able to login, please contact at 70 | xxxxx@berkeley.edu (link sends e-mail) for immediate assistance.",0.0,0.0,1.0,0.0 71 | "Dear Student, 72 | 73 | Your access to your library account is expiring soon due to inactivity. To 74 | continue to have access to the library services, you must reactivate your 75 | account. For this purpose, click the web address below or copy and paste it 76 | into your web browser. A successful login will activate your account and 77 | you will be redirected to your library profile. 78 | 79 | https://auth.berkeley.edu/cas/login?service=https%3a%2f% 80 | 81 | 82 | If you are not able to login, please contact at 83 | xxxxx@berkeley.edu (link sends e-mail) for immediate assistance.",0.5859,0.0,0.787,0.213 84 | "Dear Student, 85 | 86 | Your access to your library account is expiring soon due to inactivity. To 87 | continue to have access to the library services, you must reactivate your 88 | account. For this purpose, click the web address below or copy and paste it 89 | into your web browser. A successful login will activate your account and 90 | you will be redirected to your library profile. 91 | 92 | https://auth.berkeley.edu/cas/login?service=https%3a%2f% 93 | 94 | 95 | If you are not able to login, please contact at 96 | xxxxx@berkeley.edu (link sends e-mail) for immediate assistance.",0.3182,0.0,0.892,0.108 97 | "Hello, 98 | 99 | You just received a file through Dropbox Share Application. 100 | Please click below and log in to view file. 101 | 102 | View file 103 | 104 | Every time a friend installs Dropbox, we'll give both of you 1 GB of 105 | space for free! Need even more space? Upgrade your Dropbox and get 1 TB 106 | (1,000 GB) of space",0.296,0.0,0.784,0.216 107 | "Hello, 108 | 109 | You just received a file through Dropbox Share Application. 110 | Please click below and log in to view file. 111 | 112 | View file 113 | 114 | Every time a friend installs Dropbox, we'll give both of you 1 GB of 115 | space for free! Need even more space? Upgrade your Dropbox and get 1 TB 116 | (1,000 GB) of space",0.3182,0.0,0.777,0.223 117 | "Hello, 118 | 119 | You just received a file through Dropbox Share Application. 120 | Please click below and log in to view file. 121 | 122 | View file 123 | 124 | Every time a friend installs Dropbox, we'll give both of you 1 GB of 125 | space for free! Need even more space? Upgrade your Dropbox and get 1 TB 126 | (1,000 GB) of space",0.7777,0.0,0.688,0.312 127 | "Hello, 128 | 129 | You just received a file through Dropbox Share Application. 130 | Please click below and log in to view file. 131 | 132 | View file 133 | 134 | Every time a friend installs Dropbox, we'll give both of you 1 GB of 135 | space for free! Need even more space? Upgrade your Dropbox and get 1 TB 136 | (1,000 GB) of space",0.0,0.0,1.0,0.0 137 | "Hello, 138 | 139 | You just received a file through Dropbox Share Application. 140 | Please click below and log in to view file. 141 | 142 | View file 143 | 144 | Every time a friend installs Dropbox, we'll give both of you 1 GB of 145 | space for free! Need even more space? Upgrade your Dropbox and get 1 TB 146 | (1,000 GB) of space",0.0,0.0,1.0,0.0 147 | "Dear User, 148 | 149 | This message is to inform you that your access to bCourses will soon expire. You will have to login to your account to continue to have access to this service. 150 | You need to reactivate it just by logging in through the following URL. A successful login will activate your account and you will be redirected to your bCourses page. 151 | 152 | http:/bcourses.berkeley.edu/login_0DZvfIrGID322o0ki22F0IZotK3lPfYHa62pNgFo4Oh4B40FO4WFMbL4BeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jX2LqgZijDXGuwEM8fb8yNE7xdTJSMBNYpD4cemhm/ 153 | 154 | If you are not able to login, please contact Danielle Patel at dapatel@berkeley.edu(link sends e-mail) for immediate assistance.",0.3818,0.0,0.852,0.148 155 | "Dear User, 156 | 157 | This message is to inform you that your access to bCourses will soon expire. You will have to login to your account to continue to have access to this service. 158 | You need to reactivate it just by logging in through the following URL. A successful login will activate your account and you will be redirected to your bCourses page. 159 | 160 | http:/bcourses.berkeley.edu/login_0DZvfIrGID322o0ki22F0IZotK3lPfYHa62pNgFo4Oh4B40FO4WFMbL4BeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jX2LqgZijDXGuwEM8fb8yNE7xdTJSMBNYpD4cemhm/ 161 | 162 | If you are not able to login, please contact Danielle Patel at dapatel@berkeley.edu(link sends e-mail) for immediate assistance.",0.0,0.0,1.0,0.0 163 | "Dear User, 164 | 165 | This message is to inform you that your access to bCourses will soon expire. You will have to login to your account to continue to have access to this service. 166 | You need to reactivate it just by logging in through the following URL. A successful login will activate your account and you will be redirected to your bCourses page. 167 | 168 | http:/bcourses.berkeley.edu/login_0DZvfIrGID322o0ki22F0IZotK3lPfYHa62pNgFo4Oh4B40FO4WFMbL4BeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jX2LqgZijDXGuwEM8fb8yNE7xdTJSMBNYpD4cemhm/ 169 | 170 | If you are not able to login, please contact Danielle Patel at dapatel@berkeley.edu(link sends e-mail) for immediate assistance.",0.0,0.0,1.0,0.0 171 | "Dear User, 172 | 173 | This message is to inform you that your access to bCourses will soon expire. You will have to login to your account to continue to have access to this service. 174 | You need to reactivate it just by logging in through the following URL. A successful login will activate your account and you will be redirected to your bCourses page. 175 | 176 | http:/bcourses.berkeley.edu/login_0DZvfIrGID322o0ki22F0IZotK3lPfYHa62pNgFo4Oh4B40FO4WFMbL4BeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jX2LqgZijDXGuwEM8fb8yNE7xdTJSMBNYpD4cemhm/ 177 | 178 | If you are not able to login, please contact Danielle Patel at dapatel@berkeley.edu(link sends e-mail) for immediate assistance.",0.5859,0.0,0.787,0.213 179 | "Dear User, 180 | 181 | This message is to inform you that your access to bCourses will soon expire. You will have to login to your account to continue to have access to this service. 182 | You need to reactivate it just by logging in through the following URL. A successful login will activate your account and you will be redirected to your bCourses page. 183 | 184 | http:/bcourses.berkeley.edu/login_0DZvfIrGID322o0ki22F0IZotK3lPfYHa62pNgFo4Oh4B40FO4WFMbL4BeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jX2LqgZijDXGuwEM8fb8yNE7xdTJSMBNYpD4cemhm/ 185 | 186 | If you are not able to login, please contact Danielle Patel at dapatel@berkeley.edu(link sends e-mail) for immediate assistance.",0.3182,0.0,0.887,0.113 187 | "The Human Resources/Payroll Department has completed the final paystub 188 | changes for 2017 tax year. 189 | To view the changes to your paystub information and view/download your W-2 190 | forms (2014 - 2016 tax years), go to: Adp Portal 191 | 192 | We hope you find the changes to your paystub information useful and welcome 193 | any comments you may have.",0.0,0.0,1.0,0.0 194 | "The Human Resources/Payroll Department has completed the final paystub 195 | changes for 2017 tax year. 196 | To view the changes to your paystub information and view/download your W-2 197 | forms (2014 - 2016 tax years), go to: Adp Portal 198 | 199 | We hope you find the changes to your paystub information useful and welcome 200 | any comments you may have.",0.8316,0.0,0.804,0.196 201 | "Dear Customer, 202 | 203 | We could not deliver your item. 204 | 205 | You can review and print complete details of shipping duty on your order. 206 | 207 | Thanks",0.3818,0.0,0.729,0.271 208 | "Dear Customer, 209 | 210 | We could not deliver your item. 211 | 212 | You can review and print complete details of shipping duty on your order. 213 | 214 | Thanks",0.0,0.0,1.0,0.0 215 | "Dear Customer, 216 | 217 | We could not deliver your item. 218 | 219 | You can review and print complete details of shipping duty on your order. 220 | 221 | Thanks",0.4404,0.0,0.0,1.0 222 | "Good Morning Berkeley Family, 223 | 224 | Please read attached for an important announcement from Chancellor Nicholas B. Dirks",0.7184,0.0,0.65,0.35 225 | "Dear User, 226 | 227 | Someone else was trying to use your Berkeley ID to sign into iCloud via a web browser. 228 | 229 | Date and Time: 28 October 2016, 1:38 PM 230 | Browser: Firefox 231 | Operating System: Windows 232 | Location:Thailand 233 | 234 | 235 | If the information above looks familiar, you can disregard this email. 236 | If you have not recently and believe someone may be trying to access your account, you should Click Here .",0.3818,0.0,0.867,0.133 237 | "Dear User, 238 | 239 | Someone else was trying to use your Berkeley ID to sign into iCloud via a web browser. 240 | 241 | Date and Time: 28 October 2016, 1:38 PM 242 | Browser: Firefox 243 | Operating System: Windows 244 | Location:Thailand 245 | 246 | 247 | If the information above looks familiar, you can disregard this email. 248 | If you have not recently and believe someone may be trying to access your account, you should Click Here .",-0.2732,0.08,0.92,0.0 249 | "Dear User, 250 | 251 | Someone else was trying to use your Berkeley ID to sign into iCloud via a web browser. 252 | 253 | Date and Time: 28 October 2016, 1:38 PM 254 | Browser: Firefox 255 | Operating System: Windows 256 | Location:Thailand 257 | 258 | 259 | If the information above looks familiar, you can disregard this email. 260 | If you have not recently and believe someone may be trying to access your account, you should Click Here .",0.0,0.0,1.0,0.0 261 | "From: BankOfAmerica 262 | Subject: Irregular Activity 263 | Date: 10/20/2016 7:27 AM 264 | 265 | We have detected irregular activity on your account on the date 10/20/2016. For your protection, we have temporary limited your account. 266 | In order to regain full access to your account, you must verify this activity before you can continue using your account. We have sent you an attachment , open it and follow the steps to verify your account. Once completed, please allow up to 48h to update. 267 | 268 | Copyright © 2016 BankOfAmerica, All rights reserve 269 | 270 | IrregularActivityFile.html 271 | ",0.0,0.0,1.0,0.0 272 | "From: BankOfAmerica 273 | Subject: Irregular Activity 274 | Date: 10/20/2016 7:27 AM 275 | 276 | We have detected irregular activity on your account on the date 10/20/2016. For your protection, we have temporary limited your account. 277 | In order to regain full access to your account, you must verify this activity before you can continue using your account. We have sent you an attachment , open it and follow the steps to verify your account. Once completed, please allow up to 48h to update. 278 | 279 | Copyright © 2016 BankOfAmerica, All rights reserve 280 | 281 | IrregularActivityFile.html 282 | ",-0.2263,0.192,0.808,0.0 283 | "From: BankOfAmerica 284 | Subject: Irregular Activity 285 | Date: 10/20/2016 7:27 AM 286 | 287 | We have detected irregular activity on your account on the date 10/20/2016. For your protection, we have temporary limited your account. 288 | In order to regain full access to your account, you must verify this activity before you can continue using your account. We have sent you an attachment , open it and follow the steps to verify your account. Once completed, please allow up to 48h to update. 289 | 290 | Copyright © 2016 BankOfAmerica, All rights reserve 291 | 292 | IrregularActivityFile.html 293 | ",0.0,0.0,1.0,0.0 294 | "From: BankOfAmerica 295 | Subject: Irregular Activity 296 | Date: 10/20/2016 7:27 AM 297 | 298 | We have detected irregular activity on your account on the date 10/20/2016. For your protection, we have temporary limited your account. 299 | In order to regain full access to your account, you must verify this activity before you can continue using your account. We have sent you an attachment , open it and follow the steps to verify your account. Once completed, please allow up to 48h to update. 300 | 301 | Copyright © 2016 BankOfAmerica, All rights reserve 302 | 303 | IrregularActivityFile.html 304 | ",0.296,0.0,0.872,0.128 305 | "From: BankOfAmerica 306 | Subject: Irregular Activity 307 | Date: 10/20/2016 7:27 AM 308 | 309 | We have detected irregular activity on your account on the date 10/20/2016. For your protection, we have temporary limited your account. 310 | In order to regain full access to your account, you must verify this activity before you can continue using your account. We have sent you an attachment , open it and follow the steps to verify your account. Once completed, please allow up to 48h to update. 311 | 312 | Copyright © 2016 BankOfAmerica, All rights reserve 313 | 314 | IrregularActivityFile.html 315 | ",0.4939,0.0,0.625,0.375 316 | "From: BankOfAmerica 317 | Subject: Irregular Activity 318 | Date: 10/20/2016 7:27 AM 319 | 320 | We have detected irregular activity on your account on the date 10/20/2016. For your protection, we have temporary limited your account. 321 | In order to regain full access to your account, you must verify this activity before you can continue using your account. We have sent you an attachment , open it and follow the steps to verify your account. Once completed, please allow up to 48h to update. 322 | 323 | Copyright © 2016 BankOfAmerica, All rights reserve 324 | 325 | IrregularActivityFile.html 326 | ",0.0,0.0,1.0,0.0 327 | "Hello, 328 | 329 | Please sign the attached contract with our technical service company for 2016 ð 2017. 330 | We would appreciate your quick response.",0.3182,0.0,0.85,0.15 331 | "Hello, 332 | 333 | Please sign the attached contract with our technical service company for 2016 ð 2017. 334 | We would appreciate your quick response.",0.4019,0.0,0.649,0.351 335 | "Hi, 336 | 337 | The monthly financial statement is attached within the email. 338 | Please review it before processing.",0.0,0.0,1.0,0.0 339 | "Hi, 340 | 341 | The monthly financial statement is attached within the email. 342 | Please review it before processing.",0.3182,0.0,0.635,0.365 343 | "Hello,Ê Please refer to the vital info I've shared with you using Google Drive.Ê ClickÊhttps://www.google.com/drive/docs/file0116Êand sign in to view details..",0.7096,0.0,0.711,0.289 344 | "Dear User, 345 | 346 | This message is to inform you that your access to bCourses will soon 347 | expire. You will have to log in to your account to continue to have access 348 | to this service. 349 | 350 | You need to reactivate it just by logging in through the following URL. A 351 | a successful login will activate your account, and you will be redirected to 352 | your bCourses page. 353 | 354 | http://bcourses.berkeley.cnea.gq/login_0DZbL4B22o0ki22F0IZotK2LqgZijDXvfIrGID3D4cemh3lPfYHa62pNgFo4Oh4B40FO4WFMGuwEM8fb8yNE7xdTJSMBNYpeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jXm/ 355 | 356 | If you are not able to login, please contact Mary Patel at mpatel@berkeley.edu(link sends e-mail) for immediate 357 | assistance.",0.3818,0.0,0.852,0.148 358 | "Dear User, 359 | 360 | This message is to inform you that your access to bCourses will soon 361 | expire. You will have to log in to your account to continue to have access 362 | to this service. 363 | 364 | You need to reactivate it just by logging in through the following URL. A 365 | a successful login will activate your account, and you will be redirected to 366 | your bCourses page. 367 | 368 | http://bcourses.berkeley.cnea.gq/login_0DZbL4B22o0ki22F0IZotK2LqgZijDXvfIrGID3D4cemh3lPfYHa62pNgFo4Oh4B40FO4WFMGuwEM8fb8yNE7xdTJSMBNYpeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jXm/ 369 | 370 | If you are not able to login, please contact Mary Patel at mpatel@berkeley.edu(link sends e-mail) for immediate 371 | assistance.",0.0,0.0,1.0,0.0 372 | "Dear User, 373 | 374 | This message is to inform you that your access to bCourses will soon 375 | expire. You will have to log in to your account to continue to have access 376 | to this service. 377 | 378 | You need to reactivate it just by logging in through the following URL. A 379 | a successful login will activate your account, and you will be redirected to 380 | your bCourses page. 381 | 382 | http://bcourses.berkeley.cnea.gq/login_0DZbL4B22o0ki22F0IZotK2LqgZijDXvfIrGID3D4cemh3lPfYHa62pNgFo4Oh4B40FO4WFMGuwEM8fb8yNE7xdTJSMBNYpeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jXm/ 383 | 384 | If you are not able to login, please contact Mary Patel at mpatel@berkeley.edu(link sends e-mail) for immediate 385 | assistance.",0.0,0.0,1.0,0.0 386 | "Dear User, 387 | 388 | This message is to inform you that your access to bCourses will soon 389 | expire. You will have to log in to your account to continue to have access 390 | to this service. 391 | 392 | You need to reactivate it just by logging in through the following URL. A 393 | a successful login will activate your account, and you will be redirected to 394 | your bCourses page. 395 | 396 | http://bcourses.berkeley.cnea.gq/login_0DZbL4B22o0ki22F0IZotK2LqgZijDXvfIrGID3D4cemh3lPfYHa62pNgFo4Oh4B40FO4WFMGuwEM8fb8yNE7xdTJSMBNYpeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jXm/ 397 | 398 | If you are not able to login, please contact Mary Patel at mpatel@berkeley.edu(link sends e-mail) for immediate 399 | assistance.",0.5859,0.0,0.787,0.213 400 | "Dear User, 401 | 402 | This message is to inform you that your access to bCourses will soon 403 | expire. You will have to log in to your account to continue to have access 404 | to this service. 405 | 406 | You need to reactivate it just by logging in through the following URL. A 407 | a successful login will activate your account, and you will be redirected to 408 | your bCourses page. 409 | 410 | http://bcourses.berkeley.cnea.gq/login_0DZbL4B22o0ki22F0IZotK2LqgZijDXvfIrGID3D4cemh3lPfYHa62pNgFo4Oh4B40FO4WFMGuwEM8fb8yNE7xdTJSMBNYpeL22BMCB8yNmkrd1qJSMjMmbphO9TsF3jXm/ 411 | 412 | If you are not able to login, please contact Mary Patel at mpatel@berkeley.edu(link sends e-mail) for immediate 413 | assistance.",0.3182,0.0,0.887,0.113 414 | "your account has been suspened , as an error was detected in your informations. The reason for the error is not certain, but for secuirty reasons, we have suspended your account temporarily.",-0.4019,0.184,0.816,0.0 415 | "your account has been suspened , as an error was detected in your informations. The reason for the error is not certain, but for secuirty reasons, we have suspended your account temporarily.",-0.7512,0.331,0.669,0.0 416 | "Hello Everyone, 417 | 418 | There will be additional IT maintenance today between 10am Ð 11am. During this time, some IT systems and applications used by the IRC globally may be affected, and you may experience brief outages. Please upgrade your mailboxes (size to 20.0GB). by clicking IT SYSTEM AND MAINTENANCE.",0.0,0.0,1.0,0.0 419 | "Hello Everyone, 420 | 421 | There will be additional IT maintenance today between 10am Ð 11am. During this time, some IT systems and applications used by the IRC globally may be affected, and you may experience brief outages. Please upgrade your mailboxes (size to 20.0GB). by clicking IT SYSTEM AND MAINTENANCE.",-0.1531,0.071,0.929,0.0 422 | "Hello Everyone, 423 | 424 | There will be additional IT maintenance today between 10am Ð 11am. During this time, some IT systems and applications used by the IRC globally may be affected, and you may experience brief outages. Please upgrade your mailboxes (size to 20.0GB). by clicking IT SYSTEM AND MAINTENANCE.",0.3182,0.0,0.723,0.277 425 | "Hello Everyone, 426 | 427 | There will be additional IT maintenance today between 10am Ð 11am. During this time, some IT systems and applications used by the IRC globally may be affected, and you may experience brief outages. Please upgrade your mailboxes (size to 20.0GB). by clicking IT SYSTEM AND MAINTENANCE.",0.0,0.0,1.0,0.0 428 | "Hello, 429 | 430 | We've noticed that some of your account information appears to be missing or incorrect, we need to verify your account information in order to continue using your Apple ID. 431 | 432 | Please Verify your account information by clicking on the link below. Sign in using your Apple ID to start the process, Verify Now >. 433 | 434 | Wondering why you got this email? 435 | 436 | When you don't regularly update your Apple ID information, Apple will require you to sign in by following the link in a verification email and update your information. 437 | This is to help protect your identity and keep your account secure. 438 | 439 | Apple Support",-0.296,0.071,0.929,0.0 440 | "Hello, 441 | 442 | We've noticed that some of your account information appears to be missing or incorrect, we need to verify your account information in order to continue using your Apple ID. 443 | 444 | Please Verify your account information by clicking on the link below. Sign in using your Apple ID to start the process, Verify Now >. 445 | 446 | Wondering why you got this email? 447 | 448 | When you don't regularly update your Apple ID information, Apple will require you to sign in by following the link in a verification email and update your information. 449 | This is to help protect your identity and keep your account secure. 450 | 451 | Apple Support",0.3182,0.0,0.813,0.187 452 | "Hello, 453 | 454 | We've noticed that some of your account information appears to be missing or incorrect, we need to verify your account information in order to continue using your Apple ID. 455 | 456 | Please Verify your account information by clicking on the link below. Sign in using your Apple ID to start the process, Verify Now >. 457 | 458 | Wondering why you got this email? 459 | 460 | When you don't regularly update your Apple ID information, Apple will require you to sign in by following the link in a verification email and update your information. 461 | This is to help protect your identity and keep your account secure. 462 | 463 | Apple Support",0.0,0.0,1.0,0.0 464 | "Hello, 465 | 466 | We've noticed that some of your account information appears to be missing or incorrect, we need to verify your account information in order to continue using your Apple ID. 467 | 468 | Please Verify your account information by clicking on the link below. Sign in using your Apple ID to start the process, Verify Now >. 469 | 470 | Wondering why you got this email? 471 | 472 | When you don't regularly update your Apple ID information, Apple will require you to sign in by following the link in a verification email and update your information. 473 | This is to help protect your identity and keep your account secure. 474 | 475 | Apple Support",0.0,0.0,1.0,0.0 476 | "Hello, 477 | 478 | We've noticed that some of your account information appears to be missing or incorrect, we need to verify your account information in order to continue using your Apple ID. 479 | 480 | Please Verify your account information by clicking on the link below. Sign in using your Apple ID to start the process, Verify Now >. 481 | 482 | Wondering why you got this email? 483 | 484 | When you don't regularly update your Apple ID information, Apple will require you to sign in by following the link in a verification email and update your information. 485 | This is to help protect your identity and keep your account secure. 486 | 487 | Apple Support",0.0,0.0,1.0,0.0 488 | "Hello, 489 | 490 | We've noticed that some of your account information appears to be missing or incorrect, we need to verify your account information in order to continue using your Apple ID. 491 | 492 | Please Verify your account information by clicking on the link below. Sign in using your Apple ID to start the process, Verify Now >. 493 | 494 | Wondering why you got this email? 495 | 496 | When you don't regularly update your Apple ID information, Apple will require you to sign in by following the link in a verification email and update your information. 497 | This is to help protect your identity and keep your account secure. 498 | 499 | Apple Support",0.7717,0.0,0.539,0.461 500 | "Hello, 501 | 502 | We've noticed that some of your account information appears to be missing or incorrect, we need to verify your account information in order to continue using your Apple ID. 503 | 504 | Please Verify your account information by clicking on the link below. Sign in using your Apple ID to start the process, Verify Now >. 505 | 506 | Wondering why you got this email? 507 | 508 | When you don't regularly update your Apple ID information, Apple will require you to sign in by following the link in a verification email and update your information. 509 | This is to help protect your identity and keep your account secure. 510 | 511 | Apple Support",0.4019,0.0,0.27,0.73 512 | "We detected unknown IP access on our date base computer system our security requires you to verify your account for secure security kindly Click Here and verify your account. 513 | ‰ÛÜ 514 | Help Desk‰ÛÜ",0.8555,0.0,0.706,0.294 515 | "We detected unknown IP access on our date base computer system our security requires you to verify your account for secure security kindly Click Here and verify your account. 516 | ‰ÛÜ 517 | Help Desk‰ÛÜ",0.4019,0.0,0.426,0.574 518 | You have a pending incoming download docs shared with you via Google docs,0.34,0.0,0.821,0.179 519 | "I need all our employee's reference copies of 2015 W-2 wages and tax 520 | statement, i am working on a review and if you can work on the W2's and 521 | have it sent to me as an attachment this morning that will be 522 | splendid. Via email would be appropriate.",0.7184,0.0,0.864,0.136 523 | "I need all our employee's reference copies of 2015 W-2 wages and tax 524 | statement, i am working on a review and if you can work on the W2's and 525 | have it sent to me as an attachment this morning that will be 526 | splendid. Via email would be appropriate.",0.0,0.0,1.0,0.0 527 | "Dear User 528 | 529 | Your Itunes-ID has been disabled . 530 | You've place your account under the risk of termination by not keeping the correct informations . 531 | Please verify your account as soon as possible. 532 | Ready to check ? 533 | Click here to get back your account.",0.3818,0.0,0.698,0.302 534 | "Dear User 535 | 536 | Your Itunes-ID has been disabled . 537 | You've place your account under the risk of termination by not keeping the correct informations . 538 | Please verify your account as soon as possible. 539 | Ready to check ? 540 | Click here to get back your account.",-0.2732,0.13,0.87,0.0 541 | "Dear User 542 | 543 | Your Itunes-ID has been disabled . 544 | You've place your account under the risk of termination by not keeping the correct informations . 545 | Please verify your account as soon as possible. 546 | Ready to check ? 547 | Click here to get back your account.",0.3182,0.0,0.753,0.247 548 | "Dear User 549 | 550 | Your Itunes-ID has been disabled . 551 | You've place your account under the risk of termination by not keeping the correct informations . 552 | Please verify your account as soon as possible. 553 | Ready to check ? 554 | Click here to get back your account.",0.3612,0.0,0.444,0.556 555 | "Dear User 556 | 557 | Your Itunes-ID has been disabled . 558 | You've place your account under the risk of termination by not keeping the correct informations . 559 | Please verify your account as soon as possible. 560 | Ready to check ? 561 | Click here to get back your account.",0.0,0.0,1.0,0.0 562 | "Your password will expire in 2 days, Click Here 563 | to re-change your password immediately.",0.0,0.0,1.0,0.0 564 | Password will expire in 2 days ÊClick HereÊTo Validate E-mail,0.3612,0.0,0.762,0.238 565 | "This is an urgent request to update your employment record at the U.S Department of Labor. 566 | 567 | Update ",0.2023,0.0,0.893,0.107 568 | "This is an urgent request to update your employment record at the U.S Department of Labor. 569 | 570 | Update ",0.0,0.0,1.0,0.0 571 | "As we prepare to start the 2016 Tax filling season, we have undergone slight changes in the filling process to make filling for your refund easier and to prevent unnecessary delays. 572 | Part of the changes include updating our database with your information. 573 | Please ensure to carefully complete this verification to avoid hitches in processing your refund. 574 | We have sent you an attachment, open it and follow the steps to verify your profile.",0.4404,0.0,0.881,0.119 575 | "As we prepare to start the 2016 Tax filling season, we have undergone slight changes in the filling process to make filling for your refund easier and to prevent unnecessary delays. 576 | Part of the changes include updating our database with your information. 577 | Please ensure to carefully complete this verification to avoid hitches in processing your refund. 578 | We have sent you an attachment, open it and follow the steps to verify your profile.",0.0,0.0,1.0,0.0 579 | "As we prepare to start the 2016 Tax filling season, we have undergone slight changes in the filling process to make filling for your refund easier and to prevent unnecessary delays. 580 | Part of the changes include updating our database with your information. 581 | Please ensure to carefully complete this verification to avoid hitches in processing your refund. 582 | We have sent you an attachment, open it and follow the steps to verify your profile.",0.4939,0.118,0.538,0.344 583 | "As we prepare to start the 2016 Tax filling season, we have undergone slight changes in the filling process to make filling for your refund easier and to prevent unnecessary delays. 584 | Part of the changes include updating our database with your information. 585 | Please ensure to carefully complete this verification to avoid hitches in processing your refund. 586 | We have sent you an attachment, open it and follow the steps to verify your profile.",0.296,0.0,0.872,0.128 587 | "Your parcel (shipping document) arrived at the post office. Here is your Shipping Document/Invoice and copy of DHL receipt for your tracking which includes the bill of lading and DHL tracking number, the new Import/Export policy supplied by DHL Express. Please kindly check the attached to confirm accordingly if your address is correct, before we submit to our outlet office for dispatch to your destination.",0.0,0.0,1.0,0.0 588 | "Your parcel (shipping document) arrived at the post office. Here is your Shipping Document/Invoice and copy of DHL receipt for your tracking which includes the bill of lading and DHL tracking number, the new Import/Export policy supplied by DHL Express. Please kindly check the attached to confirm accordingly if your address is correct, before we submit to our outlet office for dispatch to your destination.",0.0772,0.0,0.958,0.042 589 | "Your parcel (shipping document) arrived at the post office. Here is your Shipping Document/Invoice and copy of DHL receipt for your tracking which includes the bill of lading and DHL tracking number, the new Import/Export policy supplied by DHL Express. Please kindly check the attached to confirm accordingly if your address is correct, before we submit to our outlet office for dispatch to your destination.",0.6705,0.0,0.807,0.193 590 | "Dear: Account Owner, 591 | 592 | Our records indicate that you are enrolled in the University of California paperless W2 Program. As a result, you do not receive a paper W2 but instead receive e-mail notification that your online W2 (i.e. ""paperless W2"") is prepared and ready for viewing. __ 593 | 594 | Your W2 is ready for viewing under Employee Self Service. Logon at the following link: 595 | 596 | Click Here to Logon 597 | 598 | If you have trouble logging in to Employee Self Service at the link above, please contact your Payroll Department for support. 599 | 600 | If you would like to un-enroll in the Paperless W2 Program, please logon to Employee Self Service at the link above and go to the W2 Delivery Choice webpage and follow the instructions.",0.3818,0.0,0.867,0.133 601 | "Dear: Account Owner, 602 | 603 | Our records indicate that you are enrolled in the University of California paperless W2 Program. As a result, you do not receive a paper W2 but instead receive e-mail notification that your online W2 (i.e. ""paperless W2"") is prepared and ready for viewing. __ 604 | 605 | Your W2 is ready for viewing under Employee Self Service. Logon at the following link: 606 | 607 | Click Here to Logon 608 | 609 | If you have trouble logging in to Employee Self Service at the link above, please contact your Payroll Department for support. 610 | 611 | If you would like to un-enroll in the Paperless W2 Program, please logon to Employee Self Service at the link above and go to the W2 Delivery Choice webpage and follow the instructions.",0.0,0.0,1.0,0.0 612 | "Dear: Account Owner, 613 | 614 | Our records indicate that you are enrolled in the University of California paperless W2 Program. As a result, you do not receive a paper W2 but instead receive e-mail notification that your online W2 (i.e. ""paperless W2"") is prepared and ready for viewing. __ 615 | 616 | Your W2 is ready for viewing under Employee Self Service. Logon at the following link: 617 | 618 | Click Here to Logon 619 | 620 | If you have trouble logging in to Employee Self Service at the link above, please contact your Payroll Department for support. 621 | 622 | If you would like to un-enroll in the Paperless W2 Program, please logon to Employee Self Service at the link above and go to the W2 Delivery Choice webpage and follow the instructions.",0.5267,0.0,0.577,0.423 623 | "Dear: Account Owner, 624 | 625 | Our records indicate that you are enrolled in the University of California paperless W2 Program. As a result, you do not receive a paper W2 but instead receive e-mail notification that your online W2 (i.e. ""paperless W2"") is prepared and ready for viewing. __ 626 | 627 | Your W2 is ready for viewing under Employee Self Service. Logon at the following link: 628 | 629 | Click Here to Logon 630 | 631 | If you have trouble logging in to Employee Self Service at the link above, please contact your Payroll Department for support. 632 | 633 | If you would like to un-enroll in the Paperless W2 Program, please logon to Employee Self Service at the link above and go to the W2 Delivery Choice webpage and follow the instructions.",0.3612,0.0,0.8,0.2 634 | "Dear: Account Owner, 635 | 636 | Our records indicate that you are enrolled in the University of California paperless W2 Program. As a result, you do not receive a paper W2 but instead receive e-mail notification that your online W2 (i.e. ""paperless W2"") is prepared and ready for viewing. __ 637 | 638 | Your W2 is ready for viewing under Employee Self Service. Logon at the following link: 639 | 640 | Click Here to Logon 641 | 642 | If you have trouble logging in to Employee Self Service at the link above, please contact your Payroll Department for support. 643 | 644 | If you would like to un-enroll in the Paperless W2 Program, please logon to Employee Self Service at the link above and go to the W2 Delivery Choice webpage and follow the instructions.",0.3182,0.078,0.778,0.144 645 | "Dear: Account Owner, 646 | 647 | Our records indicate that you are enrolled in the University of California paperless W2 Program. As a result, you do not receive a paper W2 but instead receive e-mail notification that your online W2 (i.e. ""paperless W2"") is prepared and ready for viewing. __ 648 | 649 | Your W2 is ready for viewing under Employee Self Service. Logon at the following link: 650 | 651 | Click Here to Logon 652 | 653 | If you have trouble logging in to Employee Self Service at the link above, please contact your Payroll Department for support. 654 | 655 | If you would like to un-enroll in the Paperless W2 Program, please logon to Employee Self Service at the link above and go to the W2 Delivery Choice webpage and follow the instructions.",0.5859,0.0,0.866,0.134 656 | "Dear Dr. ; 657 | 658 | I recently read your last article and it was very useful in my field of research. I wonder, if possible, to send me these articles to use in my current research: 659 | 660 | 1- http://auth.berkeley.eduh.in/ 661 | 662 | 2- http://www.sciencedirect.com/science/article/pii/S1644966515000825(link is external) 663 | 664 | Thanks for you Cooperation in Advance. 665 | John Doe 666 | Department of Civil and Environmental Engineering University of Alberta 667 | Phone: (XXX) XXX-XXXX 668 | --21878cacb2d3a784678d12d61f1136d7--",0.6997,0.0,0.757,0.243 669 | "Dear Dr. ; 670 | 671 | I recently read your last article and it was very useful in my field of research. I wonder, if possible, to send me these articles to use in my current research: 672 | 673 | 1- http://auth.berkeley.eduh.in/ 674 | 675 | 2- http://www.sciencedirect.com/science/article/pii/S1644966515000825(link is external) 676 | 677 | Thanks for you Cooperation in Advance. 678 | John Doe 679 | Department of Civil and Environmental Engineering University of Alberta 680 | Phone: (XXX) XXX-XXXX 681 | --21878cacb2d3a784678d12d61f1136d7--",0.4404,0.0,0.9,0.1 682 | "Dear Dr. ; 683 | 684 | I recently read your last article and it was very useful in my field of research. I wonder, if possible, to send me these articles to use in my current research: 685 | 686 | 1- http://auth.berkeley.eduh.in/ 687 | 688 | 2- http://www.sciencedirect.com/science/article/pii/S1644966515000825(link is external) 689 | 690 | Thanks for you Cooperation in Advance. 691 | John Doe 692 | Department of Civil and Environmental Engineering University of Alberta 693 | Phone: (XXX) XXX-XXXX 694 | --21878cacb2d3a784678d12d61f1136d7--",0.0,0.0,1.0,0.0 695 | "Dear Client, Recently your account was reviewed and flagged because of a potential connection to some fraudulent transaction. To avoid an eventual restriction to your account, please verify your informations by logging in to our Litigations Manager.",-0.1531,0.154,0.721,0.125 696 | "Dear Client, Recently your account was reviewed and flagged because of a potential connection to some fraudulent transaction. To avoid an eventual restriction to your account, please verify your informations by logging in to our Litigations Manager.",-0.25,0.19,0.708,0.102 697 | "Hello, You have an important email from the Human Resources Department with regards to your December 2015 Paycheck 698 | 699 | This email is enclosed in the Marquette University secure network, hence access it below 700 | 701 | Access the documents here 702 | 703 | ***Ensure your login credentials are correct to avoid cancellations** 704 | 705 | Faithfully 706 | Human Resources 707 | University of California, Berkeley",0.5859,0.037,0.845,0.118 708 | "Hi, a quick message before it skips my mind again. I need you to purchase some gift cards from the store today. We intend to reward some staffs with it. Reply and let me know how soon you can get this done. Also, please keep this confidential pending the time we announce it.",0.0,0.0,1.0,0.0 709 | "Hi, a quick message before it skips my mind again. I need you to purchase some gift cards from the store today. We intend to reward some staffs with it. Reply and let me know how soon you can get this done. Also, please keep this confidential pending the time we announce it.",0.4404,0.0,0.775,0.225 710 | "Hi, a quick message before it skips my mind again. I need you to purchase some gift cards from the store today. We intend to reward some staffs with it. Reply and let me know how soon you can get this done. Also, please keep this confidential pending the time we announce it.",0.5719,0.0,0.654,0.346 711 | "Hi, a quick message before it skips my mind again. I need you to purchase some gift cards from the store today. We intend to reward some staffs with it. Reply and let me know how soon you can get this done. Also, please keep this confidential pending the time we announce it.",0.0,0.0,1.0,0.0 712 | "Hi, a quick message before it skips my mind again. I need you to purchase some gift cards from the store today. We intend to reward some staffs with it. Reply and let me know how soon you can get this done. Also, please keep this confidential pending the time we announce it.",0.3182,0.0,0.813,0.187 713 | Some hiring stuffs for coach,0.0,0.0,1.0,0.0 714 | call missed,-0.296,0.688,0.312,0.0 715 | "Bank, important matter to discuss with late client who is dead. Asking for full detail information",-0.5267,0.283,0.526,0.191 716 | "Bank, important matter to discuss with late client who is dead. Asking for full detail information",0.0,0.0,1.0,0.0 717 | call missed,-0.296,0.688,0.312,0.0 718 | some shred document,0.0,0.0,1.0,0.0 719 | call missed,-0.296,0.688,0.312,0.0 720 | "account verification, microsoft account in kent",0.0,0.0,1.0,0.0 721 | audio,0.0,0.0,1.0,0.0 722 | Someone lost lifr in Libyan civil war. Help kin,-0.7351,0.554,0.446,0.0 723 | Someone lost lifr in Libyan civil war. Help kin,0.4019,0.0,0.27,0.73 724 | shared docx,0.34,0.0,0.294,0.706 725 | shared docx,0.34,0.0,0.294,0.706 726 | "confirm with microsift, account",0.0,0.0,1.0,0.0 727 | faculty evaluation,0.0,0.0,1.0,0.0 728 | called missed,-0.296,0.688,0.312,0.0 729 | "english speaking editor, professional guide, correcting",0.0,0.0,1.0,0.0 730 | some pending message,0.0,0.0,1.0,0.0 731 | selected for shadow shopper review,0.0,0.0,1.0,0.0 732 | internal dept shared document,0.34,0.0,0.556,0.444 733 | job opportuniies and looking for candidate,0.0,0.0,1.0,0.0 734 | chnages in payroll information,0.0,0.0,1.0,0.0 735 | office 465 subscription exrired and. Validation stuff,0.0,0.0,1.0,0.0 736 | office 465 subscription exrired and. Validation stuff,0.0,0.0,1.0,0.0 737 | office 465 subscription exrired and. Validation stuff,0.0,0.0,1.0,0.0 738 | office 465 subscription exrired and. Validation stuff,0.0,0.0,1.0,0.0 739 | file has been shared In docx,0.34,0.0,0.676,0.324 740 | "politiics, legal iisues to retire , million doller to bank, profit",0.5267,0.0,0.645,0.355 741 | notification message from faculty admin,0.0,0.0,1.0,0.0 742 | email update required and confirm now,0.0,0.0,1.0,0.0 743 | ms account activation and validation ,0.0,0.0,1.0,0.0 744 | audio,0.0,0.0,1.0,0.0 745 | made request to deactivate your account ,0.0,0.0,1.0,0.0 746 | caller left a message for you,0.0,0.0,1.0,0.0 747 | money for cancer diagnosied,-0.6597,0.595,0.405,0.0 748 | "update payment and payment declined, ",0.0,0.0,1.0,0.0 749 | work conduct for employee in an institution,0.0,0.0,1.0,0.0 750 | email issues from office 365,0.0,0.0,1.0,0.0 751 | "statement of payment , transaction details and log into PayPal account ",0.0,0.0,1.0,0.0 752 | "I need someone to look after my pet, $350 weekly",0.0,0.0,1.0,0.0 753 | offi e 365 was unable to deliver ,0.0,0.0,1.0,0.0 754 | need to validate account ,0.3612,0.0,0.545,0.455 755 | fund in office that we like to make some clarification,0.3612,0.0,0.783,0.217 756 | email storage exceeded the limit and need to upgrade immidiately. ,0.0,0.0,1.0,0.0 757 | doc shared,0.34,0.0,0.294,0.706 758 | "personal assistant, employment opportunity",0.4215,0.0,0.517,0.483 759 | need puppy sitter ,0.0,0.0,1.0,0.0 760 | remittance advice for payment ,0.0,0.0,1.0,0.0 761 | deal and interest in business,0.4588,0.0,0.571,0.429 762 | shared file,0.34,0.0,0.294,0.706 763 | payment against office 365 subscription was failed,-0.5106,0.355,0.645,0.0 764 | payment declined for office 365,0.0,0.0,1.0,0.0 765 | "file shared about invoices , financial",0.34,0.0,0.625,0.375 766 | "donating, lottery winner",0.5859,0.0,0.345,0.655 767 | email notification regarding fedaral law violation and identity and verification,-0.4939,0.262,0.738,0.0 768 | "remail pending for database upgrade, validate emial account",0.3612,0.0,0.737,0.263 769 | attched payment details,0.0,0.0,1.0,0.0 770 | Project docs,0.0,0.0,1.0,0.0 771 | "project work share, collaboration",0.296,0.0,0.577,0.423 772 | job pet sitter,0.0,0.0,1.0,0.0 773 | "secuirty update, recommend to validate",0.6124,0.0,0.375,0.625 774 | office account has limited for payment failing,-0.6369,0.51,0.49,0.0 775 | schedule payment in bank in personal checkin account,0.0,0.0,1.0,0.0 776 | ausio attached with link,0.0,0.0,1.0,0.0 777 | mandatory account review process,0.0772,0.0,0.698,0.302 778 | invoiced for completed work,0.0,0.0,1.0,0.0 779 | onedrive pending doc,0.0,0.0,1.0,0.0 780 | verify password for login interruption,-0.3612,0.385,0.615,0.0 781 | document sharepoint,0.0,0.0,1.0,0.0 782 | "Due to request, you created ID, we need to validate ",0.5423,0.0,0.64,0.36 783 | subscription offcie 365,0.0,0.0,1.0,0.0 784 | credir card process failure,-0.5106,0.524,0.476,0.0 785 | clain money by watching videos,0.0,0.0,1.0,0.0 786 | shared document,0.34,0.0,0.294,0.706 787 | doc shared,0.34,0.0,0.294,0.706 788 | validating account,0.34,0.0,0.294,0.706 789 | validating email account,0.34,0.0,0.455,0.545 790 | cargo need to shio from your country to china asap,0.0,0.0,1.0,0.0 791 | attached document for payroll,0.0,0.0,1.0,0.0 792 | coaching service available ,0.0,0.0,1.0,0.0 793 | doc and audio ,0.0,0.0,1.0,0.0 794 | Document sent online,0.0,0.0,1.0,0.0 795 | encrypted message,0.0,0.0,1.0,0.0 796 | server detect undelivered emals. Malfucntions and termination,0.0,0.0,1.0,0.0 797 | server detect undelivered emals. Malfucntions and termination,0.0,0.0,1.0,0.0 798 | pdf ,0.0,0.0,1.0,0.0 799 | "one time confirmation, avoid login interruption, password verification",-0.5719,0.439,0.561,0.0 800 | payroll has been submitteed. ,0.0,0.0,1.0,0.0 801 | "office365 is ready. Payment, credit card",0.3612,0.0,0.444,0.556 802 | "office365 is ready. Payment, credit card",0.3818,0.0,0.435,0.565 803 | microsoft password review,0.0,0.0,1.0,0.0 804 | find attachment,0.296,0.0,0.312,0.688 805 | coaching my son,0.0,0.0,1.0,0.0 806 | resume attached,0.0,0.0,1.0,0.0 807 | "federal reserve bank, record of outstanding payment with federal government, ",0.6124,0.0,0.692,0.308 808 | new fax,0.0,0.0,1.0,0.0 809 | message,0.0,0.0,1.0,0.0 810 | pdf file,0.0,0.0,1.0,0.0 811 | invoice due,0.0,0.0,1.0,0.0 812 | "internet business, access",0.0,0.0,1.0,0.0 813 | offcie 365 essentials is ready,0.3612,0.0,0.615,0.385 814 | Here is the purchase order in relation to client request,0.0,0.0,1.0,0.0 815 | Please confirm if quoting is available for statement below,0.3182,0.0,0.777,0.223 816 | "ttrade stocks , supplement income",0.0,0.0,1.0,0.0 817 | Your documents s can be retrieved at,0.0,0.0,1.0,0.0 818 | ms voice audio,0.0,0.0,1.0,0.0 819 | You have the spot reserved but we need you to complete your activation now,0.0,0.0,1.0,0.0 820 | voice message for you,0.0,0.0,1.0,0.0 821 | job possition apply,0.0,0.0,1.0,0.0 822 | most of your incoming email due to your mail session expiration ,0.0,0.0,1.0,0.0 823 | You received VM from,0.0,0.0,1.0,0.0 824 | na,0.0,0.0,1.0,0.0 825 | your requested username for jons.kent,0.0,0.0,1.0,0.0 826 | account statement available,0.0,0.0,1.0,0.0 827 | doc link,0.0,0.0,1.0,0.0 828 | Your bank retuned the direct deposit for the payroll,0.0,0.0,1.0,0.0 829 | link for email opning,0.0,0.0,1.0,0.0 830 | see attached below,0.0,0.0,1.0,0.0 831 | one drive ,0.0,0.0,1.0,0.0 832 | looking for hiring coach,0.0,0.0,1.0,0.0 833 | one drive message,0.0,0.0,1.0,0.0 834 | "package, delivery address, seems incorrect",0.0,0.0,1.0,0.0 835 | paymal money sending issue,0.0,0.0,1.0,0.0 836 | shared document,0.34,0.0,0.294,0.706 837 | payroll earning statement for direct deposit available,0.0,0.0,1.0,0.0 838 | cancel surgery,-0.25,0.667,0.333,0.0 839 | new voice ,0.0,0.0,1.0,0.0 840 | has sent you your important document,0.2023,0.0,0.735,0.265 841 | voicemessage notification,0.0,0.0,1.0,0.0 842 | your document has been completed,0.0,0.0,1.0,0.0 843 | your document has been completed,0.0,0.0,1.0,0.0 844 | ms verification alert,0.296,0.0,0.476,0.524 845 | your mailboc failed to sync,-0.5106,0.452,0.548,0.0 846 | "package deposit, realiability",0.0,0.0,1.0,0.0 847 | "earning statement, parroll website",0.0,0.0,1.0,0.0 848 | document,0.0,0.0,1.0,0.0 849 | email account recently signed,0.0,0.0,1.0,0.0 850 | secure email,0.34,0.0,0.294,0.706 851 | secure email,0.34,0.0,0.294,0.706 852 | doc attached,0.0,0.0,1.0,0.0 853 | message attached,0.0,0.0,1.0,0.0 854 | refund confirmation,0.0,0.0,1.0,0.0 855 | "one time confirmation,",0.0,0.0,1.0,0.0 856 | voice message for you,0.0,0.0,1.0,0.0 857 | thanks for working with us,0.4404,0.0,0.58,0.42 858 | this is purchasing order,0.0,0.0,1.0,0.0 859 | doc attached,0.0,0.0,1.0,0.0 860 | email ,0.0,0.0,1.0,0.0 861 | file,0.0,0.0,1.0,0.0 862 | file for invoice,0.0,0.0,1.0,0.0 863 | file,0.0,0.0,1.0,0.0 864 | filr,0.0,0.0,1.0,0.0 865 | are you at office,0.0,0.0,1.0,0.0 866 | this is your information today,0.0,0.0,1.0,0.0 867 | 2 new message,0.0,0.0,1.0,0.0 868 | your bill is here,0.0,0.0,1.0,0.0 869 | please check your ,0.3182,0.0,0.465,0.535 870 | "email has been reposted , regulation",0.0,0.0,1.0,0.0 871 | request to deactivate,0.0,0.0,1.0,0.0 872 | -------------------------------------------------------------------------------- /2nd_data-spam-ham-email_results/spamResults.csv: -------------------------------------------------------------------------------- 1 | message,compound,neg,neu,pos 2 | 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,0.7964,0.0,0.772,0.228 3 | "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, å£1.50 to rcv",0.8802,0.054,0.641,0.305 4 | WINNER!! As a valued network customer you have been selected to receivea å£900 prize reward! To claim call 09061701461. Claim code KL341. Valid 12 hours only.,0.9461,0.0,0.578,0.422 5 | 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 08002986030,0.8755,0.0,0.706,0.294 6 | "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",0.7088,0.0,0.796,0.204 7 | "URGENT! You have won a 1 week FREE membership in our å£100,000 Prize Jackpot! Txt the word: CLAIM to No: 81010 T&C www.dbuk.net LCCLTD POBOX 4403LDNW1A7RW18",0.9178,0.062,0.537,0.4 8 | "XXXMobileMovieClub: To use your credit, click the WAP link in the next txt message or click here>> http://wap. xxxmobilemovieclub.com?n=QJKGIGHJJGCBL",0.3818,0.0,0.874,0.126 9 | "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+",0.1139,0.0,0.936,0.064 10 | Thanks for your subscription to Ringtone UK your mobile will be charged å£5/month Please confirm by replying YES or NO. If you reply NO you will not be charged,0.0431,0.236,0.549,0.215 11 | 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,0.836,0.0,0.737,0.263 12 | SMS. ac Sptv: The New Jersey Devils and the Detroit Red Wings play Ice Hockey. Correct or Incorrect? End? Reply END SPTV,-0.3939,0.153,0.756,0.091 13 | "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! ",0.9143,0.0,0.599,0.401 14 | "As a valued customer, I am pleased to advise you that following recent review of your Mob No. you are awarded with a å£1500 Bonus Prize, call 09066364589",0.9201,0.06,0.521,0.419 15 | "Urgent UR awarded a complimentary trip to EuroDisinc Trav, Aco&Entry41 Or å£1000. To claim txt DIS to 87121 18+6*å£1.50(moreFrmMob. ShrAcomOrSglSuplt)10, LS1 3AJ",0.7506,0.0,0.709,0.291 16 | "Did you hear about the new \Divorce Barbie\""? It comes with all of Ken's stuff!""",0.0,0.0,1.0,0.0 17 | Please call our customer service representative on 0800 169 6031 between 10am-9pm as you have WON a guaranteed å£1000 cash or å£5000 prize!,0.884,0.0,0.648,0.352 18 | "Your free ringtone is waiting to be collected. Simply text the password \MIX\"" to 85069 to verify. Get Usher and Britney. FML",0.5106,0.0,0.864,0.136 19 | GENT! We are trying to contact you. Last weekends draw shows that you won a å£1000 prize GUARANTEED. Call 09064012160. Claim Code K52. Valid 12hrs only. 150ppm,0.807,0.0,0.767,0.233 20 | You are a winner U have been specially selected 2 receive å£1000 or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810910p/min (18+) ,0.7579,0.0,0.745,0.255 21 | PRIVATE! Your 2004 Account Statement for 07742676969 shows 786 unredeemed Bonus Points. To claim call 08719180248 Identifier Code: 45239 Expires,0.5848,0.0,0.834,0.166 22 | "URGENT! Your Mobile No. was awarded å£2000 Bonus Caller Prize on 5/9/03 This is our final try to contact U! Call from Landline 09064019788 BOX42WR29C, 150PPM",0.8864,0.061,0.586,0.352 23 | 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,0.7003,0.0,0.799,0.201 24 | Sunshine Quiz Wkly Q! Win a top Sony DVD player if u know which country the Algarve is in? Txt ansr to 82277. å£1.50 SP:Tyrone,0.8439,0.0,0.687,0.313 25 | 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,0.3002,0.075,0.741,0.184 26 | 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,0.6166,0.0,0.874,0.126 27 | "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",0.296,0.067,0.828,0.104 28 | Customer service annoncement. You have a New Years delivery waiting for you. Please call 07046744435 now to arrange delivery,0.3182,0.0,0.881,0.119 29 | You are a winner U have been specially selected 2 receive å£1000 cash or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810810,0.7579,0.0,0.745,0.255 30 | -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,-0.3107,0.256,0.524,0.219 31 | "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",0.0,0.0,1.0,0.0 32 | URGENT! We are trying to contact you. Last weekends draw shows that you have won a å£900 prize GUARANTEED. Call 09061701939. Claim code S89. Valid 12hrs only,0.8697,0.0,0.701,0.299 33 | Please call our customer service representative on FREEPHONE 0808 145 4742 between 9am-11pm as you have WON a guaranteed å£1000 cash or å£5000 prize!,0.884,0.0,0.66,0.34 34 | Are you unique enough? Find out from 30th August. www.areyouunique.co.uk,0.0,0.0,1.0,0.0 35 | "500 New Mobiles from 2004, MUST GO! Txt: NOKIA to No: 89545 & collect yours today!From ONLY å£1 www.4-tc.biz 2optout 087187262701.50gbp/mtmsg18",-0.4184,0.128,0.872,0.0 36 | "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",0.6868,0.0,0.809,0.191 37 | 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,0.6808,0.0,0.828,0.172 38 | 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 09058094597,0.4215,0.0,0.882,0.118 39 | Congratulations ur awarded 500 of CD vouchers or 125gift guaranteed & Free entry 2 100 wkly draw txt MUSIC to 87066 TnCs www.Ldew.com1win150ppmx3age16,0.872,0.0,0.645,0.355 40 | 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,0.0,0.0,1.0,0.0 41 | 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,-0.3446,0.15,0.79,0.059 42 | 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,-0.6749,0.271,0.577,0.152 43 | Ringtone Club: Get the UK singles chart on your mobile each week and choose any top quality ringtone! This message is free of charge.,0.6588,0.0,0.803,0.197 44 | 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,0.9513,0.0,0.528,0.472 45 | 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,0.7983,0.044,0.72,0.236 46 | "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",-0.7793,0.338,0.573,0.089 47 | "TheMob> Check out our newest selection of content, Games, Tones, Gossip, babes and sport, Keep your mobile fit and funky text WAP to 82468",0.1027,0.117,0.789,0.094 48 | "Think ur smart ? Win å£200 this week in our weekly quiz, text PLAY to 85222 now!T&Cs WinnersClub PO BOX 84, M26 3UZ. 16+. GBP1.50/week",0.68,0.126,0.584,0.29 49 | 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 08002986906,0.8755,0.0,0.706,0.294 50 | Call Germany for only 1 pence per minute! Call from a fixed line via access number 0844 861 85 85. No prepayment. Direct access!,-0.3578,0.116,0.83,0.054 51 | Valentines Day Special! Win over å£1000 in our quiz and take your partner on the trip of a lifetime! Send GO to 83600 now. 150p/msg rcvd. CustCare:08718720201.,0.7955,0.0,0.772,0.228 52 | Fancy a shag? I do.Interested? sextextuk.com txt XXUK SUZY to 69876. Txts cost 1.50 per msg. TnCs on website. X,0.0,0.0,1.0,0.0 53 | Congratulations ur awarded 500 of CD vouchers or 125gift guaranteed & Free entry 2 100 wkly draw txt MUSIC to 87066 TnCs www.Ldew.com1win150ppmx3age16,0.872,0.0,0.645,0.355 54 | 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,0.0,0.0,1.0,0.0 55 | "Update_Now - Xmas Offer! Latest Motorola, SonyEricsson & Nokia & FREE Bluetooth! Double Mins & 1000 Txt on Orange. Call MobileUpd8 on 08000839402 or call2optout/F4Q=",0.6825,0.0,0.812,0.188 56 | Here is your discount code RP176781. To stop further messages reply stop. www.regalportfolio.co.uk. Customer Services 08717205546,-0.5267,0.239,0.761,0.0 57 | "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",0.2732,0.065,0.83,0.105 58 | "Double mins and txts 4 6months FREE Bluetooth on Orange. Available on Sony, Nokia Motorola phones. Call MobileUpd8 on 08000839402 or call2optout/N9DX",0.6166,0.0,0.832,0.168 59 | 4mths half price Orange line rental & latest camera phones 4 FREE. Had your phone 11mths ? Call MobilesDirect free on 08000938767 to update now! or2stoptxt,0.8236,0.0,0.734,0.266 60 | "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 3xå£150pw to eå£nd txt stop",0.8984,0.055,0.62,0.325 61 | 100 dating service cal;l 09064012103 box334sk38ch,0.0,0.0,1.0,0.0 62 | FREE entry into our å£250 weekly competition just text the word WIN to 80086 NOW. 18 T&C www.txttowin.co.uk,0.8613,0.0,0.651,0.349 63 | 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,0.9295,0.058,0.577,0.366 64 | 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,0.0,0.0,1.0,0.0 65 | URGENT! Your Mobile number has been awarded with a å£2000 prize GUARANTEED. Call 09058094455 from land line. Claim 3030. Valid 12hrs only,0.8452,0.0,0.627,0.373 66 | 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,0.5707,0.0,0.871,0.129 67 | "Loan for any purpose å£500 - å£75,000. Homeowners + Tenants welcome. Have you been previously refused? We can still help. Call Free 0800 1956669 or text back 'help'",0.7783,0.066,0.663,0.271 68 | "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",0.8192,0.0,0.782,0.218 69 | 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,0.8439,0.0,0.725,0.275 70 | 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,0.2088,0.082,0.737,0.181 71 | "FREE MESSAGE Activate your 500 FREE Text Messages by replying to this message with the word FREE For terms & conditions, visit www.07781482378.com",0.9201,0.0,0.611,0.389 72 | "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!",0.9143,0.0,0.599,0.401 73 | +123 Congratulations - in this week's competition draw u have won the å£1450 prize to claim just call 09050002311 b4280703. T&Cs/stop SMS 08718727868. Over 18 only 150ppm,0.8979,0.0,0.669,0.331 74 | "You are guaranteed the latest Nokia Phone, a 40GB iPod MP3 player or a å£500 prize! Txt word: COLLECT to No: 83355! IBHltd LdnW15H 150p/Mtmsgrcvd18+",0.3987,0.081,0.775,0.143 75 | 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,-0.186,0.086,0.85,0.064 76 | Your credits have been topped up for http://www.bubbletext.com Your renewal Pin is tgxxrz,0.3612,0.0,0.828,0.172 77 | "URGENT!: Your Mobile No. was awarded a å£2,000 Bonus Caller Prize on 02/09/03! This is our 2nd attempt to contact YOU! Call 0871-872-9755 BOX95QU",0.8472,0.07,0.602,0.329 78 | "Today's Offer! Claim ur å£150 worth of discount vouchers! Text YES to 85023 now! SavaMob, member offers mobile! T Cs 08717898035. å£3.00 Sub. 16 . Unsub reply X",0.758,0.0,0.78,0.22 79 | You will recieve your tone within the next 24hrs. For Terms and conditions please see Channel U Teletext Pg 750,0.3182,0.0,0.887,0.113 80 | PRIVATE! Your 2003 Account Statement for 07815296484 shows 800 un-redeemed S.I.M. points. Call 08718738001 Identifier Code 41782 Expires 18/11/04 ,0.0,0.0,1.0,0.0 81 | from www.Applausestore.com MonthlySubscription@50p/msg max6/month T&CsC web age16 2stop txt stop,-0.296,0.196,0.804,0.0 82 | GENT! We are trying to contact you. Last weekends draw shows that you won a å£1000 prize GUARANTEED. Call 09064012160. Claim Code K52. Valid 12hrs only. 150ppm ,0.807,0.0,0.767,0.233 83 | "You have won ?1,000 cash or a ?2,000 prize! To claim, call09050000327",0.8249,0.0,0.54,0.46 84 | "our mobile number has won å£5000, to claim calls us back or ring the claims hot line on 09050005321.",0.6124,0.0,0.773,0.227 85 | 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,0.5106,0.0,0.891,0.109 86 | "For ur chance to win a å£250 wkly shopping spree TXT: SHOP to 80878. T's&C's www.txt-2-shop.com custcare 08715705022, 1x150p/wk",0.7003,0.0,0.734,0.266 87 | 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,0.5848,0.0,0.853,0.147 88 | PRIVATE! Your 2003 Account Statement for 07753741225 shows 800 un-redeemed S. I. M. points. Call 08715203677 Identifier Code: 42478 Expires 24/10/04,0.0,0.0,1.0,0.0 89 | You have an important customer service announcement. Call FREEPHONE 0800 542 0825 now!,0.2714,0.0,0.852,0.148 90 | XCLUSIVE@CLUBSAISAI 2MOROW 28/5 SOIREE SPECIALE ZOUK WITH NICHOLS FROM PARIS.FREE ROSES 2 ALL LADIES !!! info: 07946746291/07880867867 ,0.0,0.0,1.0,0.0 91 | 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,-0.4981,0.103,0.897,0.0 92 | 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 89693,0.5106,0.0,0.864,0.136 93 | Todays Vodafone numbers ending with 4882 are selected to a receive a å£350 award. If your number matches call 09064019014 to receive your å£350 award.,0.8074,0.0,0.707,0.293 94 | "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.",-0.368,0.199,0.699,0.101 95 | PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S. I. M. points. Call 08715203694 Identifier Code: 40533 Expires 31/10/04,0.0,0.0,1.0,0.0 96 | "You have won ?1,000 cash or a ?2,000 prize! To claim, call09050000327. T&C: RSTM, SW7 3SS. 150ppm",0.8249,0.0,0.647,0.353 97 | 88800 and 89034 are premium phone services call 08718711108,0.0,0.0,1.0,0.0 98 | SMS. ac sun0819 posts HELLO:\You seem cool,0.3182,0.0,0.723,0.277 99 | Get ur 1st RINGTONE FREE NOW! Reply to this msg with TONE. Gr8 TOP 20 tones to your phone every week just å£1.50 per wk 2 opt out send STOP 08452810071 16,0.8236,0.072,0.667,0.261 100 | 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+,0.6369,0.0,0.873,0.127 101 | Please CALL 08712404000 immediately as there is an urgent message waiting for you.,0.2023,0.0,0.886,0.114 102 | "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",0.5574,0.0,0.859,0.141 103 | 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,0.8236,0.0,0.743,0.257 104 | 08714712388 between 10am-7pm Cost 10p,0.0,0.0,1.0,0.0 105 | +449071512431 URGENT! This is the 2nd attempt to contact U!U have WON å£1250 CALL 09071512433 b4 050703 T&CsBCM4235WC1N3XX. callcost 150ppm mobilesvary. maxå£7. 50,0.8201,0.0,0.736,0.264 106 | You have WON a guaranteed å£1000 cash or a å£2000 prize. To claim yr prize call our customer service representative on 08714712394 between 10am-7pm,0.9008,0.0,0.633,0.367 107 | Email AlertFrom: Jeri StewartSize: 2KBSubject: Low-cost prescripiton drvgsTo listen to email call 123,0.0,0.0,1.0,0.0 108 | Hi. Customer Loyalty Offer:The NEW Nokia6650 Mobile from ONLY å£10 at TXTAUCTION! Txt word: START to No: 81151 & get yours Now! 4T&Ctxt TC 150p/MTmsg,0.4374,0.078,0.778,0.144 109 | U are subscribed to the best Mobile Content Service in the UK for å£3 per 10 days until you send STOP to 82324. Helpline 08706091795,0.3109,0.101,0.755,0.144 110 | "Do you realize that in about 40 years, we'll have thousands of old ladies running around with tattoos?",0.0,0.0,1.0,0.0 111 | You have an important customer service announcement from PREMIER.,0.2023,0.0,0.816,0.184 112 | "Romantic Paris. 2 nights, 2 flights from å£79 Book now 4 next year. Call 08704439680Ts&Cs apply.",0.4019,0.0,0.816,0.184 113 | Urgent Ur å£500 guaranteed award is still unclaimed! Call 09066368327 NOW closingdate04/09/02 claimcode M39M51 å£1.50pmmorefrommobile2Bremoved-MobyPOBox734LS27YF,0.68,0.0,0.699,0.301 114 | UR awarded a City Break and could WIN a å£200 Summer Shopping spree every WK. Txt STORE to 88039 . SkilGme. TsCs087147403231Winawk!Age16 å£1.50perWKsub,0.8188,0.0,0.705,0.295 115 | You have an important customer service announcement from PREMIER. Call FREEPHONE 0800 542 0578 now!,0.2714,0.0,0.87,0.13 116 | Ever thought about living a good life with a perfect partner? Just txt back NAME and AGE to join the mobile community. (100p/SMS),0.8316,0.0,0.672,0.328 117 | "5 Free Top Polyphonic Tones call 087018728737, National Rate. Get a toppoly tune sent every week, just text SUBPOLY to 81618, å£3 per pole. UnSub 08718727870.",0.6249,0.0,0.812,0.188 118 | "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",0.8192,0.0,0.768,0.232 119 | "Last Chance! Claim ur å£150 worth of discount vouchers today! Text SHOP to 85023 now! SavaMob, offers mobile! T Cs SavaMob POBOX84, M263UZ. å£3.00 Sub. 16",0.6209,0.0,0.819,0.181 120 | 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,0.6514,0.0,0.862,0.138 121 | You have won a guaranteed å£200 award or even å£1000 cashto claim UR award call free on 08000407165 (18+) 2 stop getstop on 88222 PHP. RG21 4JX,0.9153,0.061,0.552,0.387 122 | Congratulations ur awarded either å£500 of CD gift vouchers & Free entry 2 our å£100 weekly draw txt MUSIC to 87066 TnCs www.Ldew.com1win150ppmx3age16,0.9153,0.0,0.57,0.43 123 | "U were outbid by simonwatson5120 on the Shinco DVD Plyr. 2 bid again, visit sms. ac/smsrewards 2 end bid notifications, reply END OUT",0.0,0.0,1.0,0.0 124 | "SMSSERVICES. for yourinclusive text credits, pls goto www.comuk.net login= 3qxj9 unsubscribe with STOP, no extra charge. help 08702840625.COMUK. 220-CM2 9AE",0.0943,0.193,0.563,0.244 125 | 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.,0.8834,0.0,0.689,0.311 126 | 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 07821230901,0.7236,0.095,0.614,0.291 127 | "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",-0.0601,0.171,0.666,0.163 128 | 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,0.0772,0.0,0.952,0.048 129 | 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,0.0,0.0,1.0,0.0 130 | Last chance 2 claim ur å£150 worth of discount vouchers-Text YES to 85023 now!SavaMob-member offers mobile T Cs 08717898035. å£3.00 Sub. 16 . Remove txt X or STOP,0.5707,0.096,0.654,0.25 131 | "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+ ",0.4135,0.126,0.61,0.264 132 | "Today's Offer! Claim ur å£150 worth of discount vouchers! Text YES to 85023 now! SavaMob, member offers mobile! T Cs 08717898035. å£3.00 Sub. 16 . Unsub reply X",0.758,0.0,0.78,0.22 133 | Talk sexy!! Make new friends or fall in love in the worlds most discreet text dating service. Just text VIP to 83110 and see who you could meet.,0.9461,0.0,0.61,0.39 134 | Congratulations ur awarded either a yrs supply of CDs from Virgin Records or a Mystery Gift GUARANTEED Call 09061104283 Ts&Cs www.smsco.net å£1.50pm approx 3mins,0.8591,0.0,0.667,0.333 135 | PRIVATE! Your 2003 Account Statement for 07808 XXXXXX shows 800 un-redeemed S. I. M. points. Call 08719899217 Identifier Code: 41685 Expires 07/11/04,0.0,0.0,1.0,0.0 136 | 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,0.0,0.0,1.0,0.0 137 | 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!,0.8202,0.0,0.752,0.248 138 | "Shop till u Drop, IS IT YOU, either 10K, 5K, å£500 Cash or å£100 Travel voucher, Call now, 09064011000. NTT PO Box CR01327BT fixedline Cost 150ppm mobile vary",-0.7531,0.205,0.795,0.0 139 | Sunshine Quiz Wkly Q! Win a top Sony DVD player if u know which country Liverpool played in mid week? Txt ansr to 82277. å£1.50 SP:Tyrone,0.8883,0.0,0.635,0.365 140 | 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 09058094565,0.4215,0.0,0.877,0.123 141 | 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-08,0.4215,0.0,0.877,0.123 142 | Reminder: You have not downloaded the content you have already paid for. Goto http://doit. mymoby. tv/ to collect your content.,0.0,0.0,1.0,0.0 143 | "Your free ringtone is waiting to be collected. Simply text the password \MIX\"" to 85069 to verify. Get Usher and Britney. FML",0.5106,0.0,0.864,0.136 144 | "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",0.7249,0.0,0.798,0.202 145 | "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)",-0.4184,0.108,0.892,0.0 146 | money!!! you r a lucky winner ! 2 claim your prize text money 2 88600 over å£1million to give away ! ppt150x3+normal text rate box403 w1t1jy,0.9015,0.0,0.606,0.394 147 | "Dear Matthew please call 09063440451 from a landline, your complimentary 4*Lux Tenerife holiday or å£1000 CASH await collection. ppm150 SAE T&Cs Box334 SK38XH.",0.872,0.0,0.588,0.412 148 | "Urgent! call 09061749602 from Landline. Your complimentary 4* Tenerife Holiday or å£10,000 cash await collection SAE T&Cs BOX 528 HP20 1YF 150ppm 18+",0.7959,0.0,0.676,0.324 149 | 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),0.5411,0.0,0.868,0.132 150 | 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,-0.6523,0.165,0.835,0.0 151 | Filthy stories and GIRLS waiting for your,0.0,0.0,1.0,0.0 152 | URGENT! We are trying to contact U. Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050001808 from land line. Claim M95. Valid12hrs only,0.8697,0.0,0.701,0.299 153 | "Congrats! 2 mobile 3G Videophones R yours. call 09063458130 now! videochat wid your mates, play java games, Dload polyPH music, noline rentl.",0.7494,0.0,0.738,0.262 154 | Please call our customer service representative on FREEPHONE 0808 145 4742 between 9am-11pm as you have WON a guaranteed å£1000 cash or å£5000 prize!,0.884,0.0,0.66,0.34 155 | Panasonic & BluetoothHdset FREE. Nokia FREE. Motorola FREE & DoubleMins & DoubleTxt on Orange contract. Call MobileUpd8 on 08000839402 or call 2optout,0.9201,0.0,0.569,0.431 156 | 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+,0.6514,0.0,0.862,0.138 157 | 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 18,0.0,0.0,1.0,0.0 158 | "We know someone who you know that fancies you. Call 09058097218 to find out who. POBox 6, LS15HB 150p",0.0,0.0,1.0,0.0 159 | "1000's flirting NOW! Txt GIRL or BLOKE & ur NAME & AGE, eg GIRL ZOE 18 to 8007 to join and get chatting!",0.555,0.0,0.806,0.194 160 | 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.,-0.4981,0.123,0.877,0.0 161 | 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 å£100 Cash WKENT/150P16+,0.8679,0.0,0.702,0.298 162 | We have new local dates in your area - Lots of new people registered in YOUR AREA. Reply DATE to start now! 18 only www.flirtparty.us REPLYS150,0.0,0.0,1.0,0.0 163 | 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,-0.6833,0.174,0.826,0.0 164 | URGENT! We are trying to contact U. Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050003091 from land line. Claim C52. Valid12hrs only,0.8697,0.0,0.701,0.299 165 | Dear U've been invited to XCHAT. This is our final attempt to contact u! Txt CHAT to 86688,0.4389,0.0,0.855,0.145 166 | You are awarded a SiPix Digital Camera! call 09061221061 from landline. Delivery within 28days. T Cs Box177. M221BP. 2yr warranty. 150ppm. 16 . p på£3.99,0.4574,0.0,0.87,0.13 167 | WIN URGENT! Your mobile number has been awarded with a å£2000 prize GUARANTEED call 09061790121 from land line. claim 3030 valid 12hrs only 150ppm ,0.9282,0.0,0.551,0.449 168 | Dear Subscriber ur draw 4 å£100 gift voucher will b entered on receipt of a correct ans. When was Elvis Presleys Birthday? TXT answer to 80062,0.6705,0.0,0.792,0.208 169 | 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,0.8622,0.0,0.642,0.358 170 | "449050000301 You have won a å£2,000 price! To claim, call 09050000301.",0.6114,0.0,0.693,0.307 171 | "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",-0.5426,0.158,0.842,0.0 172 | 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,0.0772,0.0,0.954,0.046 173 | 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,0.4574,0.0,0.9,0.1 174 | Ur HMV Quiz cash-balance is currently å£500 - to maximize ur cash-in now send HMV1 to 86688 only 150p/msg,0.0,0.0,1.0,0.0 175 | Dont forget you can place as many FREE Requests with 1stchoice.co.uk as you wish. For more Information call 08707808226.,0.8126,0.0,0.656,0.344 176 | 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.,0.0,0.0,1.0,0.0 177 | "Thank you, winner notified by sms. Good Luck! No future marketing reply STOP to 84122 customer services 08450542832",0.8105,0.173,0.405,0.422 178 | 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(å£1.50p. m),0.7655,0.0,0.752,0.248 179 | 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,0.7964,0.0,0.772,0.228 180 | "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!",0.3987,0.0,0.913,0.087 181 | 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 å£3/wk 087016248,0.9084,0.0,0.678,0.322 182 | You have 1 new voicemail. Please call 08719181503,0.3182,0.0,0.723,0.277 183 | WIN a year supply of CDs 4 a store of ur choice worth å£500 & enter our å£100 Weekly draw txt MUSIC to 87066 Ts&Cs www.Ldew.com.subs16+1win150ppmx3,0.7531,0.0,0.757,0.243 184 | "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",0.6731,0.067,0.729,0.204 185 | You have 1 new voicemail. Please call 08719181513.,0.3182,0.0,0.723,0.277 186 | 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,0.7592,0.063,0.716,0.221 187 | You are a winner U have been specially selected 2 receive å£1000 cash or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810810,0.7579,0.0,0.745,0.255 188 | 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,0.5563,0.0,0.854,0.146 189 | FREE entry into our å£250 weekly comp just send the word ENTER to 84128 NOW. 18 T&C www.textcomp.com cust care 08712405020.,0.8038,0.0,0.724,0.276 190 | Please CALL 08712402779 immediately as there is an urgent message waiting for you,0.4767,0.0,0.728,0.272 191 | "Hungry gay guys feeling hungry and up 4 it, now. Call 08718730555 just 10p/min. To stop texts call 08712460324 (10p/min)",-0.1779,0.106,0.821,0.072 192 | 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 Callså£1/minmoremobsEMSPOBox45PO139WA,0.0,0.0,1.0,0.0 193 | network operator. The service is free. For T & C's visit 80488.biz,0.5106,0.0,0.732,0.268 194 | 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 ,0.9114,0.0,0.589,0.411 195 | "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",0.7579,0.0,0.755,0.245 196 | "Win the newest ‰ÛÏHarry Potter and the Order of the Phoenix (Book 5) reply HARRY, answer 5 questions - chance to be the first among readers!",0.7263,0.0,0.783,0.217 197 | Ur balance is now å£500. Ur next question is: Who sang 'Uptown Girl' in the 80's ? 2 answer txt ur ANSWER to 83600. Good luck!,0.7345,0.0,0.78,0.22 198 | "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 å£3/wk",0.6628,0.0,0.802,0.198 199 | "HOT LIVE FANTASIES call now 08707509020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870..k",-0.6523,0.194,0.806,0.0 200 | "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",-0.6705,0.186,0.814,0.0 201 | "500 New Mobiles from 2004, MUST GO! Txt: NOKIA to No: 89545 & collect yours today!From ONLY å£1 www.4-tc.biz 2optout 087187262701.50gbp/mtmsg18 TXTAUCTION",-0.4184,0.122,0.878,0.0 202 | Double Mins & Double Txt & 1/2 price Linerental on Latest Orange Bluetooth mobiles. Call MobileUpd8 for the very latest offers. 08000839402 or call2optout/LF56,0.0,0.0,1.0,0.0 203 | 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,0.7592,0.063,0.716,0.221 204 | "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",0.8858,0.0,0.605,0.395 205 | 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,0.4389,0.0,0.879,0.121 206 | Congratulations ur awarded either å£500 of CD gift vouchers & Free entry 2 our å£100 weekly draw txt MUSIC to 87066 TnCs www.Ldew.com 1 win150ppmx3age16,0.9153,0.0,0.584,0.416 207 | For sale - arsenal dartboard. Good condition but no doubles or trebles!,-0.2828,0.22,0.641,0.139 208 | Free 1st week entry 2 TEXTPOD 4 a chance 2 win 40GB iPod or å£250 cash every wk. Txt POD to 84128 Ts&Cs www.textpod.net custcare 08712405020.,0.8442,0.0,0.676,0.324 209 | As a registered optin subscriber ur draw 4 å£100 gift voucher will be entered on receipt of a correct ans to 80062 Whats No1 in the BBC charts,0.4404,0.0,0.892,0.108 210 | 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 Help08714742804,0.7398,0.084,0.655,0.262 211 | CLAIRE here am havin borin time & am now alone U wanna cum over 2nite? Chat now 09099725823 hope 2 C U Luv CLAIRE xx Callså£1/minmoremobsEMSPOBox45PO139WA,0.2263,0.084,0.795,0.121 212 | Bought one ringtone and now getting texts costing 3 pound offering more tones etc,0.0,0.0,1.0,0.0 213 | "09066362231 URGENT! Your mobile No 07xxxxxxxxx won a å£2,000 bonus caller prize on 02/06/03! this is the 2nd attempt to reach YOU! call 09066362231 ASAP!",0.9201,0.062,0.507,0.431 214 | "YOU 07801543489 are guaranteed the latests Nokia Phone, a 40GB iPod MP3 player or a å£500 prize! Txt word:COLLECT to No:83355! TC-LLC NY-USA 150p/Mt msgrcvd18+",0.5972,0.0,0.85,0.15 215 | 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 Callså£1/minMobsmoreLKPOBOX177HP51FL,-0.2263,0.131,0.816,0.053 216 | "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",0.8256,0.073,0.599,0.328 217 | "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",0.7476,0.0,0.791,0.209 218 | "HOT LIVE FANTASIES call now 08707509020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870 is a national rate call",-0.6523,0.165,0.835,0.0 219 | Thanks for the Vote. Now sing along with the stars with Karaoke on your mobile. For a FREE link just reply with SING now.,0.7865,0.0,0.752,0.248 220 | Our brand new mobile music service is now live. The free music player will arrive shortly. Just install on your phone to browse content from the top artists.,0.6249,0.0,0.836,0.164 221 | "URGENT! Your Mobile No was awarded a å£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",0.8936,0.061,0.582,0.358 222 | 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+,0.9106,0.0,0.675,0.325 223 | "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",0.876,0.0,0.687,0.313 224 | 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,0.0,0.0,1.0,0.0 225 | 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,0.7969,0.0,0.747,0.253 226 | PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S. I. M. points. Call 08719899230 Identifier Code: 41685 Expires 07/11/04,0.0,0.0,1.0,0.0 227 | As a Registered Subscriber yr draw 4 a å£100 gift voucher will b entered on receipt of a correct ans. When are the next olympics. Txt ans to 80062,0.4404,0.0,0.888,0.112 228 | URGENT! Your Mobile number has been awarded with a å£2000 prize GUARANTEED. Call 09061790121 from land line. Claim 3030. Valid 12hrs only 150ppm,0.8452,0.0,0.64,0.36 229 | 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!,0.8395,0.0,0.654,0.346 230 | 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 09058094599,0.4215,0.0,0.877,0.123 231 | 500 free text msgs. Just text ok to 80488 and we'll credit your account,0.7964,0.0,0.576,0.424 232 | "You have been selected to stay in 1 of 250 top British hotels - FOR NOTHING! Holiday Worth å£350! To Claim, Call London 02072069400. Bx 526, SW73SS",-0.4035,0.159,0.777,0.064 233 | "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",-0.6739,0.209,0.791,0.0 234 | "0A$NETWORKS allow companies to bill for SMS, so they are responsible for their \suppliers\""",0.5367,0.0,0.729,0.271 235 | 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 82242,0.4497,0.07,0.766,0.164 236 | "For ur chance to win a å£250 cash every wk TXT: ACTION to 80608. T's&C's www.movietrivia.tv custcare 08712405022, 1x150p/wk",0.7003,0.0,0.734,0.266 237 | RGENT! This is the 2nd attempt to contact U!U have WON å£1250 CALL 09071512433 b4 050703 T&CsBCM4235WC1N3XX. callcost 150ppm mobilesvary. maxå£7. 50,0.7199,0.0,0.807,0.193 238 | Hi if ur lookin 4 saucy daytime fun wiv busty married woman Am free all next week Chat now 2 sort time 09099726429 JANINExx Callså£1/minMobsmoreLKPOBOX177HP51FL,0.765,0.0,0.761,0.239 239 | URGENT! We are trying to contact U. Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050001295 from land line. Claim A21. Valid 12hrs only,0.8697,0.0,0.71,0.29 240 | Monthly password for wap. mobsi.com is 391784. Use your wap phone not PC.,0.0,0.0,1.0,0.0 241 | todays vodafone numbers ending with 0089(my last four digits) are selected to received a å£350 award. If your number matches please call 09063442151 to claim your å£350 award,0.8625,0.0,0.685,0.315 242 | Free Top ringtone -sub to weekly ringtone-get 1st week free-send SUBPOLY to 81618-?3 per week-stop sms-08718727870,0.6249,0.0,0.733,0.267 243 | Sunshine Quiz Wkly Q! Win a top Sony DVD player if u know which country the Algarve is in? Txt ansr to 82277. å£1.50 SP:Tyrone,0.8439,0.0,0.687,0.313 244 | "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.",0.6015,0.109,0.659,0.232 245 | 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,-0.1759,0.071,0.929,0.0 246 | 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.,0.9565,0.0,0.532,0.468 247 | "Hi, this is Mandy Sullivan calling from HOTMIX FM...you are chosen to receive å£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....",0.765,0.0,0.829,0.171 248 | UR GOING 2 BAHAMAS! CallFREEFONE 08081560665 and speak to a live operator to claim either Bahamas cruise ofå£2000 CASH 18+only. To opt out txt X to 07786200117,0.0,0.0,1.0,0.0 249 | Someone has conacted our dating service and entered your phone because they fancy you!To find out who it is call from landline 09111030116. PoBox12n146tf15,0.0,0.0,1.0,0.0 250 | Hi 07734396839 IBH Customer Loyalty Offer: The NEW NOKIA6600 Mobile from ONLY å£10 at TXTAUCTION!Txt word:START to No:81151 & get Yours Now!4T&,0.6229,0.0,0.83,0.17 251 | 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+,0.9106,0.0,0.693,0.307 252 | Call FREEPHONE 0800 542 0578 now!,0.0,0.0,1.0,0.0 253 | 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,0.5574,0.081,0.704,0.215 254 | "Loan for any purpose å£500 - å£75,000. Homeowners + Tenants welcome. Have you been previously refused? We can still help. Call Free 0800 1956669 or text back 'help'",0.7783,0.066,0.663,0.271 255 | 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,-0.4003,0.147,0.761,0.093 256 | "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",0.9656,0.0,0.495,0.505 257 | Todays Voda numbers ending 1225 are selected to receive a å£50award. If you have a match please call 08712300220 quoting claim code 3100 standard rates app ,0.3182,0.0,0.909,0.091 258 | "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",0.4168,0.0,0.907,0.093 259 | "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",0.0,0.0,1.0,0.0 260 | "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",0.9201,0.0,0.611,0.389 261 | "This is the 2nd time we have tried 2 contact u. U have won the 750 Pound prize. 2 claim is easy, call 08718726970 NOW! Only 10p per min. 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Your ABTA complimentary 4* Tenerife Holiday or å£5000 cash await collection SAE T&Cs Box 326 CW25WX 150ppm,0.8553,0.0,0.612,0.388 268 | 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+,-0.7626,0.208,0.792,0.0 269 | "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)",-0.6748,0.17,0.83,0.0 270 | 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+,0.8442,0.0,0.725,0.275 271 | 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,0.2732,0.075,0.814,0.112 272 | Call from 08702490080 - tells u 2 call 09066358152 to claim å£5000 prize. U have 2 enter all ur mobile & personal details @ the prompts. Careful!,0.636,0.0,0.776,0.224 273 | Free 1st week entry 2 TEXTPOD 4 a chance 2 win 40GB iPod or å£250 cash every wk. Txt VPOD to 81303 Ts&Cs www.textpod.net custcare 08712405020.,0.8442,0.0,0.676,0.324 274 | 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. Aå£1.50 minAPN LS278BB,0.5719,0.0,0.83,0.17 275 | "WELL DONE! Your 4* Costa Del Sol Holiday or å£5000 await collection. Call 09050090044 Now toClaim. SAE, TCs, POBox334, Stockport, SK38xh, Costå£1.50/pm, Max10mins",0.7371,0.0,0.735,0.265 276 | 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 18,0.0,0.0,1.0,0.0 277 | it to 80488. Your 500 free text messages are valid until 31 December 2005.,0.5106,0.0,0.798,0.202 278 | You have won a guaranteed å£200 award or even å£1000 cashto claim UR award call free on 08000407165 (18+) 2 stop getstop on 88222 PHP,0.9153,0.064,0.526,0.409 279 | Reply to win å£100 weekly! Where will the 2006 FIFA World Cup be held? Send STOP to 87239 to end service,0.2867,0.113,0.73,0.157 280 | 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,0.8553,0.0,0.625,0.375 281 | Free tones Hope you enjoyed your new content. text stop to 61610 to unsubscribe. help:08712400602450p Provided by tones2you.co.uk,0.8074,0.086,0.545,0.37 282 | 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...,0.6514,0.0,0.853,0.147 283 | Great News! Call FREEFONE 08006344447 to claim your guaranteed å£1000 CASH or å£2000 gift. 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BOX97N7QP, 150ppm",0.9304,0.059,0.51,0.431 288 | "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 ",-0.6739,0.209,0.791,0.0 289 | 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.,0.5707,0.0,0.876,0.124 290 | "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",0.4981,0.072,0.751,0.177 291 | 85233 FREE>Ringtone!Reply REAL,0.0,0.0,1.0,0.0 292 | 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 å£1.50,-0.4037,0.119,0.815,0.066 293 | "Final Chance! Claim ur å£150 worth of discount vouchers today! Text YES to 85023 now! SavaMob, member offers mobile! T Cs SavaMob POBOX84, M263UZ. å£3.00 Subs 16",0.8177,0.0,0.73,0.27 294 | PRIVATE! Your 2004 Account Statement for 07742676969 shows 786 unredeemed Bonus Points. To claim call 08719180248 Identifier Code: 45239 Expires,0.5848,0.0,0.834,0.166 295 | "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",-0.7695,0.303,0.576,0.122 296 | "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 å£3/wk",0.6628,0.0,0.802,0.198 297 | You are a winner you have been specially selected to receive å£1000 cash or a å£2000 award. Speak to a live operator to claim call 087123002209am-7pm. Cost 10p,0.8074,0.0,0.759,0.241 298 | "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! 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Unsub Stop",-0.2323,0.186,0.654,0.161 304 | 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+,0.6514,0.0,0.862,0.138 305 | "Shop till u Drop, IS IT YOU, either 10K, 5K, å£500 Cash or å£100 Travel voucher, Call now, 09064011000. NTT PO Box CR01327BT fixedline Cost 150ppm mobile vary",-0.7531,0.205,0.795,0.0 306 | FREE camera phones with linerental from 4.49/month with 750 cross ntwk mins. 1/2 price txt bundle deals also avble. Call 08001950382 or call2optout/J MF,0.6166,0.0,0.851,0.149 307 | "URGENT! Your mobile No 07xxxxxxxxx won a å£2,000 bonus caller prize on 02/06/03! this is the 2nd attempt to reach YOU! call 09066362231 ASAP! BOX97N7QP, 150PPM",0.9201,0.06,0.521,0.419 308 | "URGENT!! Your 4* Costa Del Sol Holiday or å£5000 await collection. Call 09050090044 Now toClaim. SAE, TC s, POBox334, Stockport, SK38xh, Costå£1.50/pm, Max10mins",0.7365,0.0,0.735,0.265 309 | You have WON a guaranteed å£1000 cash or a å£2000 prize. To claim yr prize call our customer service representative on 08714712379 between 10am-7pm Cost 10p,0.9008,0.0,0.656,0.344 310 | "Thanks for your ringtone order, ref number K718. Your mobile will be charged å£4.50. Should your tone not arrive please call customer services on 09065069120",0.1124,0.13,0.725,0.145 311 | "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!",-0.3595,0.084,0.916,0.0 312 | 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 å£1/minMobsmoreLKPOBOX177HP51FL,0.7712,0.0,0.758,0.242 313 | "Thanks for your ringtone order, ref number R836. Your mobile will be charged å£4.50. Should your tone not arrive please call customer services on 09065069154",0.1124,0.13,0.725,0.145 314 | 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,0.8891,0.0,0.676,0.324 315 | 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,-0.7125,0.17,0.83,0.0 316 | FREE entry into our å£250 weekly comp just send the word ENTER to 88877 NOW. 18 T&C www.textcomp.com,0.0,0.0,1.0,0.0 317 | 88066 FROM 88066 LOST 3POUND HELP,0.1027,0.29,0.382,0.328 318 | Had your mobile 11mths ? Update for FREE to Oranges latest colour camera mobiles & unlimited weekend calls. Call Mobile Upd8 on freefone 08000839402 or 2StopTx,0.6166,0.0,0.851,0.149 319 | You have 1 new message. Please call 08718738034.,0.3182,0.0,0.723,0.277 320 | Hi - this is your Mailbox Messaging SMS alert. You have 4 messages. You have 21 matches. Please call back on 09056242159 to retrieve your messages and matches,0.5423,0.0,0.852,0.148 321 | "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!",0.9143,0.0,0.599,0.401 322 | WIN a year supply of CDs 4 a store of ur choice worth å£500 & enter our å£100 Weekly draw txt MUSIC to 87066 Ts&Cs www.Ldew.com.subs16+1win150ppmx3,0.7531,0.0,0.757,0.243 323 | Moby Pub Quiz.Win a å£100 High Street prize if u know who the new Duchess of Cornwall will be? Txt her first name to 82277.unsub STOP å£1.50 008704050406 SP Arrow,0.0943,0.091,0.807,0.102 324 | 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+ ,0.9106,0.0,0.675,0.325 325 | "Congratulations! Thanks to a good friend U have WON the å£2,000 Xmas prize. 2 claim is easy, just call 08718726971 NOW! Only 10p per minute. BT-national-rate.",0.9753,0.0,0.399,0.601 326 | "tddnewsletter@emc1.co.uk (More games from TheDailyDraw) Dear Helen, Dozens of Free Games - with great prizesWith..",0.875,0.0,0.524,0.476 327 | "URGENT! Your mobile number *************** WON a å£2000 Bonus Caller prize on 10/06/03! This is the 2nd attempt to reach you! Call 09066368753 ASAP! Box 97N7QP, 150ppm",0.9463,0.0,0.536,0.464 328 | Double your mins & txts on Orange or 1/2 price linerental - Motorola and SonyEricsson with B/Tooth FREE-Nokia FREE Call MobileUpd8 on 08000839402 or2optout/HV9D,0.6166,0.0,0.839,0.161 329 | "Download as many ringtones as u like no restrictions, 1000s 2 choose. U can even send 2 yr buddys. Txt Sir to 80082 å£3 ",0.0772,0.097,0.793,0.11 330 | Please CALL 08712402902 immediately as there is an urgent message waiting for you.,0.4767,0.0,0.728,0.272 331 | "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",0.2023,0.09,0.791,0.119 332 | "Fantasy Football is back on your TV. Go to Sky Gamestar on Sky Active and play å£250k Dream Team. Scoring starts on Saturday, so register now!SKY OPT OUT to 88088",0.75,0.0,0.785,0.215 333 | 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,-0.2103,0.163,0.732,0.105 334 | XMAS Prize draws! We are trying to contact U. Todays draw shows that you have won a å£2000 prize GUARANTEED. Call 09058094565 from land line. Valid 12hrs only,0.8908,0.0,0.694,0.306 335 | YES! The only place in town to meet exciting adult singles is now in the UK. 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CustCare:08718720201,0.7955,0.0,0.772,0.228 341 | 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 1/1,0.6705,0.0,0.78,0.22 342 | "For ur chance to win å£250 cash every wk TXT: PLAY to 83370. T's&C's www.music-trivia.net custcare 08715705022, 1x150p/wk.",0.8374,0.0,0.627,0.373 343 | "Final Chance! Claim ur å£150 worth of discount vouchers today! Text YES to 85023 now! SavaMob, member offers mobile! T Cs SavaMob POBOX84, M263UZ. å£3.00 Subs 16",0.8177,0.0,0.73,0.27 344 | "Sppok up ur mob with a Halloween collection of nokia logo&pic message plus a FREE eerie tone, txt CARD SPOOK to 8007",0.368,0.102,0.734,0.164 345 | "Urgent! call 09066612661 from landline. Your complementary 4* Tenerife Holiday or å£10,000 cash await collection SAE T&Cs PO Box 3 WA14 2PX 150ppm 18+ Sender: Hol Offer",-0.184,0.133,0.676,0.19 346 | WINNER! 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Stop 80122300p/wk SP:RWM Ph:08704050406)",0.8452,0.07,0.603,0.328 351 | This message is brought to you by GMW Ltd. and is not connected to the,0.0,0.0,1.0,0.0 352 | "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",0.7263,0.0,0.783,0.217 353 | 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.,0.807,0.0,0.793,0.207 354 | U are subscribed to the best Mobile Content Service in the UK for å£3 per ten days until you send STOP to 83435. Helpline 08706091795.,0.3109,0.101,0.755,0.144 355 | "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 å£1.50 each",0.966,0.0,0.494,0.506 356 | 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! 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HG/Suite342/2Lands/Row/W1J6HL LDN. 18 years or over.,0.0,0.0,1.0,0.0 379 | Married local women looking for discreet action now! 5 real matches instantly to your phone. Text MATCH to 69969 Msg cost 150p 2 stop txt stop BCMSFWC1N3XX,-0.5707,0.169,0.831,0.0 380 | 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,0.8979,0.0,0.638,0.362 381 | 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?,0.0,0.0,1.0,0.0 382 | "For ur chance to win a å£250 cash every wk TXT: ACTION to 80608. T's&C's www.movietrivia.tv custcare 08712405022, 1x150p/wk.",0.7003,0.0,0.734,0.266 383 | U‰Ûªve Bin Awarded å£50 to Play 4 Instant Cash. Call 08715203028 To Claim. EVERY 9th Player Wins Min å£50-å£500. OptOut 08718727870,0.8316,0.0,0.659,0.341 384 | FreeMsg>FAV XMAS TONES!Reply REAL,0.0,0.0,1.0,0.0 385 | December only! Had your mobile 11mths+? 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Please call 08712400200.,0.3182,0.0,0.723,0.277 403 | We currently have a message awaiting your collection. To collect your message just call 08718723815.,0.0,0.0,1.0,0.0 404 | "URGENT! Your mobile was awarded a å£1,500 Bonus Caller Prize on 27/6/03. Our final attempt 2 contact U! Call 08714714011",0.9121,0.0,0.526,0.474 405 | 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 07821230901,0.7236,0.095,0.614,0.291 406 | "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?",-0.7506,0.225,0.775,0.0 407 | "Xmas Offer! Latest Motorola, SonyEricsson & Nokia & FREE Bluetooth or DVD! Double Mins & 1000 Txt on Orange. Call MobileUpd8 on 08000839402 or call2optout/4QF2",0.6825,0.0,0.82,0.18 408 | Reply to win å£100 weekly! What professional sport does Tiger Woods play? Send STOP to 87239 to end service,0.5513,0.115,0.629,0.255 409 | 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,0.7592,0.063,0.716,0.221 410 | "HOT LIVE FANTASIES call now 08707509020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870 is a national rate call",-0.6523,0.165,0.835,0.0 411 | This message is free. Welcome to the new & improved Sex & Dogging club! To unsubscribe from this service reply STOP. msgs@150p 18+only,0.7756,0.099,0.574,0.327 412 | "You've won tkts to the EURO2004 CUP FINAL or å£800 CASH, to collect CALL 09058099801 b4190604, POBOX 7876150ppm",0.5719,0.0,0.821,0.179 413 | "Loan for any purpose å£500 - å£75,000. Homeowners + Tenants welcome. Have you been previously refused? We can still help. Call Free 0800 1956669 or text back 'help'",0.7783,0.066,0.663,0.271 414 | Update_Now - 12Mths Half Price Orange line rental: 400mins...Call MobileUpd8 on 08000839402 or call2optout=J5Q,0.0,0.0,1.0,0.0 415 | 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,0.8797,0.059,0.639,0.303 416 | 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 å£100 Cash WKENT/150P16+,0.8679,0.0,0.702,0.298 417 | 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.,0.5255,0.082,0.709,0.209 418 | "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",-0.5719,0.164,0.836,0.0 419 | 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.,0.0,0.0,1.0,0.0 420 | 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,0.5983,0.095,0.683,0.222 421 | Good Luck! Draw takes place 28th Feb 06. Good Luck! For removal send STOP to 87239 customer services 08708034412,0.8574,0.1,0.478,0.422 422 | 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+,0.8442,0.0,0.725,0.275 423 | 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+,0.8412,0.0,0.757,0.243 424 | "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.",0.6792,0.058,0.738,0.205 425 | 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,0.921,0.119,0.484,0.396 426 | 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,-0.1759,0.071,0.929,0.0 427 | 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,-0.7125,0.17,0.83,0.0 428 | This is the 2nd time we have tried to contact u. U have won the å£1450 prize to claim just call 09053750005 b4 310303. T&Cs/stop SMS 08718725756. 140ppm,0.7906,0.0,0.781,0.219 429 | "HOT LIVE FANTASIES call now 08707509020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870..k",-0.6523,0.194,0.806,0.0 430 | "Dear Voucher Holder, To claim this weeks offer, at you PC please go to http://www.e-tlp.co.uk/reward. Ts&Cs apply.",0.5994,0.0,0.754,0.246 431 | UR GOING 2 BAHAMAS! CallFREEFONE 08081560665 and speak to a live operator to claim either Bahamas cruise ofå£2000 CASH 18+only. To opt out txt X to 07786200117,0.0,0.0,1.0,0.0 432 | "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",0.8805,0.0,0.702,0.298 433 | UR awarded a City Break and could WIN a å£200 Summer Shopping spree every WK. Txt STORE to 88039.SkilGme.TsCs087147403231Winawk!Age16+å£1.50perWKsub,0.8188,0.0,0.666,0.334 434 | URGENT! We are trying to contact U. Todays draw shows that you have won a å£2000 prize GUARANTEED. Call 09066358361 from land line. Claim Y87. Valid 12hrs only,0.8697,0.0,0.71,0.29 435 | "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",0.1124,0.135,0.715,0.15 436 | "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",0.7088,0.0,0.796,0.204 437 | 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,-0.6523,0.165,0.835,0.0 438 | "Congratulations! Thanks to a good friend U have WON the å£2,000 Xmas prize. 2 claim is easy, just call 08718726978 NOW! Only 10p per minute. BT-national-rate",0.9753,0.0,0.399,0.601 439 | "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.",0.8807,0.0,0.673,0.327 440 | You have 1 new voicemail. Please call 08719181513.,0.3182,0.0,0.723,0.277 441 | "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 ",0.0,0.0,1.0,0.0 442 | Camera - You are awarded a SiPix Digital Camera! call 09061221066 fromm landline. Delivery within 28 days,0.4574,0.0,0.824,0.176 443 | 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 ,0.7003,0.0,0.799,0.201 444 | This message is free. Welcome to the new & improved Sex & Dogging club! To unsubscribe from this service reply STOP. msgs@150p 18 only,0.7756,0.096,0.588,0.316 445 | RCT' THNQ Adrian for U text. Rgds Vatian,0.0,0.0,1.0,0.0 446 | "FREE MESSAGE Activate your 500 FREE Text Messages by replying to this message with the word FREE For terms & conditions, visit www.07781482378.com",0.9201,0.0,0.611,0.389 447 | "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",0.0,0.0,1.0,0.0 448 | Sorry I missed your call let's talk when you have the time. I'm on 07090201529,-0.3612,0.226,0.774,0.0 449 | "complimentary 4 STAR Ibiza Holiday or å£10,000 cash needs your URGENT collection. 09066364349 NOW from Landline not to lose out! Box434SK38WP150PPM18+",0.8652,0.0,0.6,0.4 450 | 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,0.6289,0.14,0.591,0.269 451 | Please CALL 08712402972 immediately as there is an urgent message waiting for you,0.4767,0.0,0.728,0.272 452 | URGENT! Your Mobile number has been awarded with a å£2000 Bonus Caller Prize. Call 09058095201 from land line. Valid 12hrs only,0.9122,0.0,0.524,0.476 453 | "As a valued customer, I am pleased to advise you that following recent review of your Mob No. you are awarded with a å£1500 Bonus Prize, call 09066364589",0.9201,0.06,0.521,0.419 454 | 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 08000930705,0.8807,0.0,0.652,0.348 455 | 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,0.9068,0.07,0.532,0.398 456 | 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,0.5574,0.0,0.839,0.161 457 | "As a valued customer, I am pleased to advise you that following recent review of your Mob No. you are awarded with a å£1500 Bonus Prize, call 09066368470",0.9201,0.06,0.521,0.419 458 | Welcome! Please reply with your AGE and GENDER to begin. e.g 24M,0.68,0.0,0.641,0.359 459 | Freemsg: 1-month unlimited free calls! Activate SmartCall Txt: CALL to No: 68866. Subscriptn3gbp/wk unlimited calls Help: 08448714184 Stop?txt stop landlineonly,0.4389,0.165,0.599,0.236 460 | Had your mobile 10 mths? Update to latest Orange camera/video phones for FREE. Save å£s with Free texts/weekend calls. Text YES for a callback orno to opt out,0.9321,0.0,0.622,0.378 461 | 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 Callså£1/minMobsmore LKPOBOX177HP51FL,0.8074,0.042,0.662,0.296 462 | Camera - You are awarded a SiPix Digital Camera! call 09061221066 fromm landline. Delivery within 28 days.,0.4574,0.0,0.824,0.176 463 | 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,0.9128,0.0,0.673,0.327 464 | Save money on wedding lingerie at www.bridal.petticoatdreams.co.uk Choose from a superb selection with national delivery. Brought to you by WeddingFriend,0.8074,0.0,0.7,0.3 465 | 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,0.3612,0.0,0.921,0.079 466 | Bloomberg -Message center +447797706009 Why wait? Apply for your future http://careers. bloomberg.com,0.0,0.0,1.0,0.0 467 | URGENT! We are trying to contact U. Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050001808 from land line. Claim M95. Valid12hrs only,0.8697,0.0,0.701,0.299 468 | 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,0.0772,0.0,0.951,0.049 469 | "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",0.0,0.0,1.0,0.0 470 | "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",0.7622,0.0,0.778,0.222 471 | 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..,0.0,0.0,1.0,0.0 472 | "You are a å£1000 winner or Guaranteed Caller Prize, this is our Final attempt to contact you! To Claim Call 09071517866 Now! 150ppmPOBox10183BhamB64XE",0.8264,0.0,0.722,0.278 473 | "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!",0.0,0.0,1.0,0.0 474 | "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",-0.25,0.069,0.931,0.0 475 | 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 å£1.50 min MobcudB more,0.0,0.0,1.0,0.0 476 | URGENT! We are trying to contact U Todays draw shows that you have won a å£800 prize GUARANTEED. Call 09050000460 from land line. Claim J89. po box245c2150pm,0.7371,0.105,0.61,0.285 477 | Text BANNEDUK to 89555 to see! cost 150p textoperator g696ga 18+ XXX,0.0,0.0,1.0,0.0 478 | "Auction round 4. The highest bid is now å£54. Next maximum bid is å£71. To bid, send BIDS e. g. 10 (to bid å£10) to 83383. Good luck.",0.7096,0.0,0.815,0.185 479 | Collect your VALENTINE'S weekend to PARIS inc Flight & Hotel + å£200 Prize guaranteed! Text: PARIS to No: 69101. www.rtf.sphosting.com,0.3382,0.101,0.734,0.165 480 | Customer Loyalty Offer:The NEW Nokia6650 Mobile from ONLY å£10 at TXTAUCTION! Txt word: START to No: 81151 & get yours Now! 4T&Ctxt TC 150p/MTmsg,0.4374,0.081,0.77,0.15 481 | 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,0.933,0.0,0.638,0.362 482 | Hi 07734396839 IBH Customer Loyalty Offer: The NEW NOKIA6600 Mobile from ONLY å£10 at TXTAUCTION!Txt word:START to No:81151 & get Yours Now!4T&,0.6229,0.0,0.83,0.17 483 | 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,-0.296,0.078,0.922,0.0 484 | 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 08000930705,0.9246,0.0,0.621,0.379 485 | Congratulations YOU'VE Won. You're a Winner in our August å£1000 Prize Draw. Call 09066660100 NOW. Prize Code 2309.,0.9584,0.0,0.4,0.6 486 | 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 ,0.9147,0.0,0.671,0.329 487 | 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 å£1.50,-0.4981,0.107,0.893,0.0 488 | "Customer service announcement. We recently tried to make a delivery to you but were unable to do so, please call 07090298926 to re-schedule. Ref:9307622",0.6107,0.0,0.847,0.153 489 | "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",-0.296,0.104,0.896,0.0 490 | 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 å£1.50/msg.,0.4314,0.0,0.894,0.106 491 | 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+,0.9106,0.0,0.675,0.325 492 | Promotion Number: 8714714 - UR awarded a City Break and could WIN a å£200 Summer Shopping spree every WK. Txt STORE to 88039 . SkilGme. TsCs087147403231Winawk!Age16 å£1.50perWKsub,0.8327,0.0,0.694,0.306 493 | You are a winner you have been specially selected to receive å£1000 cash or a å£2000 award. Speak to a live operator to claim call 087147123779am-7pm. Cost 10p,0.8074,0.0,0.759,0.241 494 | Free Top ringtone -sub to weekly ringtone-get 1st week free-send SUBPOLY to 81618-?3 per week-stop sms-08718727870,0.6249,0.0,0.733,0.267 495 | "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",0.1124,0.126,0.734,0.14 496 | "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",0.5684,0.0,0.851,0.149 497 | 2/2 146tf150p,0.0,0.0,1.0,0.0 498 | Dear Voucher Holder 2 claim your 1st class airport lounge passes when using Your holiday voucher call 08704439680. When booking quote 1st class x 2,0.6486,0.0,0.791,0.209 499 | Bloomberg -Message center +447797706009 Why wait? Apply for your future http://careers. bloomberg.com,0.0,0.0,1.0,0.0 500 | YES! The only place in town to meet exciting adult singles is now in the UK. Txt CHAT to 86688 now! 150p/Msg.,0.8029,0.0,0.735,0.265 501 | 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+,0.6514,0.0,0.862,0.138 502 | "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 ",0.0,0.0,1.0,0.0 503 | "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. å£1.50 increments. Help08718728876",0.7003,0.0,0.805,0.195 504 | "Claim a 200 shopping spree, just call 08717895698 now! Have you won! MobStoreQuiz10ppm",0.6467,0.0,0.72,0.28 505 | "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",0.7783,0.0,0.729,0.271 506 | "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)",0.3703,0.082,0.742,0.176 507 | 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,0.0,0.0,1.0,0.0 508 | URGENT! We are trying to contact you. Last weekends draw shows that you have won a å£900 prize GUARANTEED. Call 09061701851. Claim code K61. Valid 12hours only,0.8697,0.0,0.701,0.299 509 | 74355 XMAS iscoming & ur awarded either å£500 CD gift vouchers & free entry 2 r å£100 weekly draw txt MUSIC to 87066 TnC,0.836,0.0,0.656,0.344 510 | 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 costå£3.75max ,0.8964,0.0,0.637,0.363 511 | "Fantasy Football is back on your TV. Go to Sky Gamestar on Sky Active and play å£250k Dream Team. Scoring starts on Saturday, so register now!SKY OPT OUT to 88088",0.75,0.0,0.785,0.215 512 | Free msg: Single? Find a partner in your area! 1000s of real people are waiting to chat now!Send CHAT to 62220Cncl send STOPCS 08717890890å£1.50 per msg,0.5972,0.0,0.861,0.139 513 | "Win the newest åÒHarry Potter and the Order of the Phoenix (Book 5) reply HARRY, answer 5 questions - chance to be the first among readers!",0.7263,0.0,0.783,0.217 514 | Free Msg: Ringtone!From: http://tms. widelive.com/index. wml?id=1b6a5ecef91ff9*37819&first=true18:0430-JUL-05,0.5562,0.0,0.582,0.418 515 | "Oh my god! I've found your number again! I'm so glad, text me back xafter this msgs cst std ntwk chg å£1.50",0.7814,0.0,0.708,0.292 516 | A link to your picture has been sent. You can also use http://alto18.co.uk/wave/wave.asp?o=44345,0.0,0.0,1.0,0.0 517 | "Double Mins & 1000 txts on Orange tariffs. Latest Motorola, SonyEricsson & Nokia with Bluetooth FREE! Call MobileUpd8 on 08000839402 or call2optout/HF8",0.6514,0.0,0.815,0.185 518 | URGENT This is our 2nd attempt to contact U. Your å£900 prize from YESTERDAY is still awaiting collection. To claim CALL NOW 09061702893. ACL03530150PM,0.7034,0.0,0.79,0.21 519 | 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,0.8439,0.0,0.717,0.283 520 | tells u 2 call 09066358152 to claim å£5000 prize. U have 2 enter all ur mobile & personal details @ the prompts. Careful!,0.636,0.0,0.743,0.257 521 | Your 2004 account for 07XXXXXXXXX shows 786 unredeemed points. To claim call 08719181259 Identifier code: XXXXX Expires 26.03.05,0.0,0.0,1.0,0.0 522 | Do you want a new video handset? 750 anytime any network mins? Half Price Line Rental? Camcorder? Reply or call 08000930705 for delivery tomorrow,0.3094,0.0,0.907,0.093 523 | You have an important customer service announcement. Call FREEPHONE 0800 542 0825 now!,0.2714,0.0,0.852,0.148 524 | 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 å£3/wk,0.7785,0.0,0.779,0.221 525 | "Free Msg: get Gnarls Barkleys \Crazy\"" ringtone TOTALLY FREE just reply GO to this message right now!""",0.8642,0.0,0.634,0.366 526 | Refused a loan? Secured or Unsecured? Can't get credit? Call free now 0800 195 6669 or text back 'help' & we will!,0.2139,0.271,0.521,0.208 527 | "You have been specially selected to receive a \3000 award! Call 08712402050 BEFORE the lines close. Cost 10ppm. 16+. T&Cs apply. AG Promo""",0.5848,0.0,0.847,0.153 528 | YOU HAVE WON! As a valued Vodafone customer our computer has picked YOU to win a å£150 prize. To collect is easy. Just call 09061743386,0.956,0.0,0.505,0.495 529 | Free video camera phones with Half Price line rental for 12 mths and 500 cross ntwk mins 100 txts. Call MobileUpd8 08001950382 or Call2OptOut/674&,0.5106,0.0,0.875,0.125 530 | 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,0.9532,0.0,0.576,0.424 531 | ringtoneking 84484,0.0,0.0,1.0,0.0 532 | Ringtone Club: Gr8 new polys direct to your mobile every week !,0.6114,0.0,0.715,0.285 533 | (Bank of Granite issues Strong-Buy) EXPLOSIVE PICK FOR OUR MEMBERS *****UP OVER 300% *********** Nasdaq Symbol CDGT That is a $5.00 per..,0.0,0.0,1.0,0.0 534 | Bored housewives! Chat n date now! 0871750.77.11! BT-national rate 10p/min only from landlines!,-0.5053,0.229,0.771,0.0 535 | 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,0.5106,0.0,0.887,0.113 536 | "This is the 2nd time we have tried to contact u. U have won the å£400 prize. 2 claim is easy, just call 087104711148 NOW! Only 10p per minute. BT-national-rate",0.8805,0.0,0.71,0.29 537 | "Wan2 win a Meet+Greet with Westlife 4 U or a m8? They are currently on what tour? 1)Unbreakable, 2)Untamed, 3)Unkempt. 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Pls call claim number 09066364311 to collect your award which you are selected to receive as a valued mobile customer.,0.9104,0.0,0.608,0.392 542 | Please call our customer service representative on FREEPHONE 0808 145 4742 between 9am-11pm as you have WON a guaranteed å£1000 cash or å£5000 prize!,0.884,0.0,0.66,0.34 543 | Win a å£1000 cash prize or a prize worth å£5000,0.9062,0.0,0.245,0.755 544 | "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",0.1124,0.14,0.705,0.156 545 | Moby Pub Quiz.Win a å£100 High Street prize if u know who the new Duchess of Cornwall will be? Txt her first name to 82277.unsub STOP å£1.50 008704050406 SP,0.0943,0.094,0.8,0.106 546 | "This weeks SavaMob member offers are now accessible. Just call 08709501522 for details! SavaMob, POBOX 139, LA3 2WU. Only å£1.50/week. 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Call 08715203649 Identifier Code: 40533 Expires 31/10/04,0.0,0.0,1.0,0.0 553 | 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,0.5106,0.0,0.879,0.121 554 | GSOH? Good with SPAM the ladies?U could b a male gigolo? 2 join the uk's fastest growing mens club reply ONCALL. mjzgroup. 08714342399.2stop reply STOP. msg@å£1.50rcvd,-0.2278,0.196,0.571,0.233 555 | 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 09058094599,0.4215,0.0,0.877,0.123 556 | "HOT LIVE FANTASIES call now 08707500020 Just 20p per min NTT Ltd, PO Box 1327 Croydon CR9 5WB 0870 is a national rate call",-0.6523,0.165,0.835,0.0 557 | URGENT! Your Mobile number has been awarded a 2000 prize GUARANTEED. Call 09061790125 from landline. Claim 3030. Valid 12hrs only 150ppm,0.8452,0.0,0.612,0.388 558 | "SPJanuary Male Sale! Hot Gay chat now cheaper, call 08709222922. 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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+,0.6514,0.0,0.862,0.138 570 | "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",0.7783,0.0,0.729,0.271 571 | "cmon babe, make me horny, *turn* me on! Txt me your fantasy now babe -) Im hot, sticky and need you now. All replies cost å£1.50. 2 cancel send STOP",-0.6399,0.162,0.838,0.0 572 | IMPORTANT INFORMATION 4 ORANGE USER 0796XXXXXX. TODAY IS UR LUCKY DAY!2 FIND OUT WHY LOG ONTO http://www.urawinner.com THERE'S A FANTASTIC PRIZEAWAITING YOU!,0.8997,0.0,0.608,0.392 573 | Missed call alert. These numbers called but left no message. 07008009200,-0.4215,0.314,0.571,0.114 574 | 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. 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Just answer 4 easy questions. Play Now! Send HMV to 86688 More info:www.100percent-real.com,0.9513,0.0,0.528,0.472 586 | Please CALL 08712402578 immediately as there is an urgent message waiting for you,0.4767,0.0,0.728,0.272 587 | thesmszone.com lets you send free anonymous and masked messages..im sending this message from there..do you see the potential for abuse???,-0.3485,0.182,0.691,0.127 588 | "WELL DONE! Your 4* Costa Del Sol Holiday or å£5000 await collection. Call 09050090044 Now toClaim. SAE, TCs, POBox334, Stockport, SK38xh, Costå£1.50/pm, Max10mins",0.7371,0.0,0.735,0.265 589 | 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,-0.6833,0.174,0.826,0.0 590 | "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",0.7494,0.0,0.775,0.225 591 | 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 09058094597,0.4215,0.0,0.882,0.118 592 | 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!,0.9072,0.0,0.564,0.436 593 | "Our dating service has been asked 2 contact U by someone shy! CALL 09058091870 NOW all will be revealed. POBox84, M26 3UZ 150p",-0.3164,0.103,0.897,0.0 594 | 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,0.3094,0.0,0.911,0.089 595 | "Ur balance is now å£600. Next question: Complete the landmark, Big, A. Bob, B. Barry or C. Ben ?. Text A, B or C to 83738. Good luck!",0.7574,0.0,0.754,0.246 596 | Ur TONEXS subscription has been renewed and you have been charged å£4.50. You can choose 10 more polys this month. www.clubzed.co.uk *BILLING MSG*,-0.2023,0.076,0.924,0.0 597 | "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",-0.1032,0.09,0.833,0.077 598 | 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 8000930705,0.9246,0.0,0.621,0.379 599 | RECPT 1/3. You have ordered a Ringtone. Your order is being processed...,0.0,0.0,1.0,0.0 600 | 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,-0.0085,0.114,0.774,0.112 601 | "For your chance to WIN a FREE Bluetooth Headset then simply reply back with \ADP\""""",0.8902,0.0,0.51,0.49 602 | Don't b floppy... b snappy & happy! Only gay chat service with photo upload call 08718730666 (10p/min). 2 stop our texts call 08712460324,-0.6694,0.244,0.756,0.0 603 | "Urgent UR awarded a complimentary trip to EuroDisinc Trav, Aco&Entry41 Or å£1000. To claim txt DIS to 87121 18+6*å£1.50(moreFrmMob. ShrAcomOrSglSuplt)10, LS1 3AJ",0.7506,0.0,0.709,0.291 604 | "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""",0.8941,0.056,0.588,0.356 605 | 3. You have received your mobile content. Enjoy,0.4939,0.0,0.686,0.314 606 | Want explicit SEX in 30 secs? Ring 02073162414 now! Costs 20p/min,0.1511,0.0,0.863,0.137 607 | "Latest Nokia Mobile or iPOD MP3 Player +å£400 proze GUARANTEED! Reply with: WIN to 83355 now! Norcorp Ltd.å£1,50/Mtmsgrcvd18+",0.7284,0.0,0.769,0.231 608 | "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",0.0943,0.179,0.594,0.227 609 | Mobile Club: Choose any of the top quality items for your mobile. 7cfca1a,0.2023,0.0,0.87,0.13 610 | Money i have won wining number 946 wot do i do next,0.6124,0.0,0.615,0.385 611 | "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",0.7494,0.0,0.775,0.225 612 | "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 å£1.50ea. OTBox 731 LA1 7WS. )",-0.4069,0.199,0.679,0.122 613 | 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,-0.5622,0.219,0.684,0.097 614 | 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,0.6322,0.0,0.852,0.148 615 | 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,-0.4981,0.178,0.729,0.094 616 | "\URGENT! This is the 2nd attempt to contact U!U have WON å£1000CALL 09071512432 b4 300603t&csBCM4235WC1N3XX.callcost150ppmmobilesvary. maxå£7. 50\""""",0.7199,0.0,0.761,0.239 617 | Congratulations ur awarded 500 of CD vouchers or 125gift guaranteed & Free entry 2 100 wkly draw txt MUSIC to 87066,0.872,0.0,0.618,0.382 618 | "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",0.762,0.065,0.707,0.228 619 | "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+",0.4135,0.126,0.61,0.264 620 | "For ur chance to win a å£250 wkly shopping spree TXT: SHOP to 80878. T's&C's www.txt-2-shop.com custcare 08715705022, 1x150p/wk",0.7003,0.0,0.734,0.266 621 | 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,0.4215,0.0,0.877,0.123 622 | "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. å£1.50 increments. Help08718728876",0.7003,0.0,0.805,0.195 623 | 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 å£1.50,-0.4037,0.119,0.815,0.066 624 | FreeMsg: 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,0.4199,0.078,0.78,0.142 625 | Sunshine Quiz! Win a super Sony DVD recorder if you canname the capital of Australia? Text MQUIZ to 82277. B,0.9041,0.0,0.573,0.427 626 | Please call our customer service representative on 0800 169 6031 between 10am-9pm as you have WON a guaranteed å£1000 cash or å£5000 prize!,0.884,0.0,0.648,0.352 627 | Todays Voda numbers ending with 7634 are selected to receive a å£350 reward. If you have a match please call 08712300220 quoting claim code 7684 standard rates apply.,0.7184,0.0,0.8,0.2 628 | You are being ripped off! Get your mobile content from www.clubmoby.com call 08717509990 poly/true/Pix/Ringtones/Games six downloads for only 3,0.0,0.0,1.0,0.0 629 | 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 08000930705,0.0,0.0,1.0,0.0 630 | A å£400 XMAS REWARD IS WAITING FOR YOU! Our computer has randomly picked you from our loyal mobile customers to receive a å£400 reward. Just call 09066380611 ,0.9104,0.0,0.656,0.344 631 | PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S. I. M. points. Call 08718738002 Identifier Code: 48922 Expires 21/11/04,0.0,0.0,1.0,0.0 632 | "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",0.6107,0.0,0.847,0.153 633 | "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",-0.3252,0.209,0.675,0.115 634 | "URGENT! Your Mobile No 07808726822 was awarded a å£2,000 Bonus Caller Prize on 02/09/03! This is our 2nd attempt to contact YOU! Call 0871-872-9758 BOX95QU",0.8936,0.064,0.557,0.378 635 | "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",0.9656,0.0,0.495,0.505 636 | "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",0.9055,0.0,0.671,0.329 637 | "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",0.9153,0.0,0.621,0.379 638 | 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,0.5574,0.081,0.704,0.215 639 | Camera - You are awarded a SiPix Digital Camera! call 09061221066 fromm landline. Delivery within 28 days.,0.4574,0.0,0.824,0.176 640 | Your weekly Cool-Mob tones are ready to download !This weeks new Tones include: 1) Crazy Frog-AXEL F>>> 2) Akon-Lonely>>> 3) Black Eyed-Dont P >>>More info in n,0.1007,0.085,0.816,0.099 641 | 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..,0.8928,0.0,0.673,0.327 642 | URGENT! Your Mobile number has been awarded with a å£2000 prize GUARANTEED. Call 09061790121 from land line. Claim 3030. Valid 12hrs only 150ppm,0.8452,0.0,0.64,0.36 643 | Thanks 4 your continued support Your question this week will enter u in2 our draw 4 å£100 cash. Name the NEW US President? txt ans to 80082,0.6808,0.0,0.797,0.203 644 | Your unique user ID is 1172. For removal send STOP to 87239 customer services 08708034412,-0.4466,0.173,0.827,0.0 645 | "Urgent -call 09066649731from Landline. Your complimentary 4* Ibiza Holiday or å£10,000 cash await collection SAE T&Cs PO BOX 434 SK3 8WP 150ppm 18+",0.3542,0.139,0.578,0.283 646 | URGENT This is our 2nd attempt to contact U. Your å£900 prize from YESTERDAY is still awaiting collection. To claim CALL NOW 09061702893,0.7034,0.0,0.783,0.217 647 | Santa calling! Would your little ones like a call from Santa Xmas Eve? Call 09077818151 to book you time. Calls1.50ppm last 3mins 30s T&C www.santacalling.com,0.364,0.0,0.901,0.099 648 | PRIVATE! Your 2004 Account Statement for 078498****7 shows 786 unredeemed Bonus Points. To claim call 08719180219 Identifier Code: 45239 Expires 06.05.05,0.5848,0.0,0.841,0.159 649 | Check Out Choose Your Babe Videos @ sms.shsex.netUN fgkslpoPW fgkslpo,0.0,0.0,1.0,0.0 650 | u r a winner U ave been specially selected 2 receive å£1000 cash or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810710p/min (18 ),0.7579,0.0,0.735,0.265 651 | "New Mobiles from 2004, MUST GO! Txt: NOKIA to No: 89545 & collect yours today! From ONLY å£1. www.4-tc.biz 2optout 087187262701.50gbp/mtmsg18 TXTAUCTION.",-0.4184,0.122,0.878,0.0 652 | PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S. I. M. points. Call 08715203652 Identifier Code: 42810 Expires 29/10/0,0.0,0.0,1.0,0.0 653 | YOU HAVE WON! As a valued Vodafone customer our computer has picked YOU to win a å£150 prize. To collect is easy. Just call 09061743386 ,0.956,0.0,0.505,0.495 654 | **FREE MESSAGE**Thanks for using the Auction Subscription Service. 18 . 150p/MSGRCVD 2 Skip an Auction txt OUT. 2 Unsubscribe txt STOP CustomerCare 08718726270,-0.4466,0.134,0.866,0.0 655 | Bored housewives! Chat n date now! 0871750.77.11! BT-national rate 10p/min only from landlines!,-0.5053,0.229,0.771,0.0 656 | 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,-0.0941,0.207,0.599,0.194 657 | 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,0.7592,0.063,0.716,0.221 658 | Todays Vodafone numbers ending with 4882 are selected to a receive a å£350 award. If your number matches call 09064019014 to receive your å£350 award.,0.8074,0.0,0.707,0.293 659 | Want the latest Video handset? 750 anytime any network mins? Half price line rental? Reply or call 08000930705 for delivery tomorrow,0.212,0.0,0.916,0.084 660 | "ou are guaranteed the latest Nokia Phone, a 40GB iPod MP3 player or a å£500 prize! Txt word: COLLECT to No: 83355! IBHltd LdnW15H 150p/Mtmsgrcvd18",0.3987,0.081,0.775,0.143 661 | * FREE* POLYPHONIC RINGTONE Text SUPER to 87131 to get your FREE POLY TONE of the week now! 16 SN PoBox202 NR31 7ZS subscription 450pw,0.8738,0.0,0.711,0.289 662 | 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,0.5562,0.0,0.87,0.13 663 | "Goal! Arsenal 4 (Henry, 7 v Liverpool 2 Henry scores with a simple shot from 6 yards from a pass by Bergkamp to give Arsenal a 2 goal margin after 78 mins.",0.0,0.0,1.0,0.0 664 | "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",0.8805,0.0,0.702,0.298 665 | "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!",0.3987,0.0,0.913,0.087 666 | "Hi, the SEXYCHAT girls are waiting for you to text them. Text now for a great night chatting. send STOP to stop this service",-0.0085,0.176,0.684,0.14 667 | Great News! Call FREEFONE 08006344447 to claim your guaranteed å£1000 CASH or å£2000 gift. Speak to a live operator NOW!,0.8217,0.0,0.692,0.308 668 | "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...",0.5574,0.0,0.845,0.155 669 | "Welcome to Select, an O2 service with added benefits. You can now call our specially trained advisors FREE from your mobile by dialling 402.",0.8636,0.0,0.686,0.314 670 | Dear Voucher holder Have your next meal on us. Use the following link on your pc 2 enjoy a 2 4 1 dining experiencehttp://www.vouch4me.com/etlp/dining.asp,0.7003,0.0,0.746,0.254 671 | URGENT! We are trying to contact U. Todays draw shows that you have won a å£2000 prize GUARANTEED. Call 09058094507 from land line. Claim 3030. Valid 12hrs only,0.8697,0.0,0.71,0.29 672 | You can donate å£2.50 to UNICEF's Asian Tsunami disaster support fund by texting DONATE to 864233. å£2.50 will be added to your next bill,-0.34,0.142,0.764,0.094 673 | 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,-0.0941,0.2,0.613,0.187 674 | Phony å£350 award - Todays Voda numbers ending XXXX are selected to receive a å£350 award. If you have a match please call 08712300220 quoting claim code 3100 standard rates app,0.8519,0.0,0.729,0.271 675 | CDs 4u: Congratulations ur awarded å£500 of CD gift vouchers or å£125 gift guaranteed & Freeentry 2 å£100 wkly draw xt MUSIC to 87066 TnCs www.ldew.com1win150ppmx3age16 ,0.9081,0.0,0.617,0.383 676 | You have WON a guaranteed å£1000 cash or a å£2000 prize. To claim yr prize call our customer service representative on 08714712412 between 10am-7pm Cost 10p,0.9008,0.0,0.656,0.344 677 | 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,0.4389,0.0,0.879,0.121 678 | 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,0.0,0.0,1.0,0.0 679 | PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S.I.M. points. Call 08715203685 Identifier Code:4xx26 Expires 13/10/04,0.0,0.0,1.0,0.0 680 | I'd like to tell you my deepest darkest fantasies. Call me 09094646631 just 60p/min. To stop texts call 08712460324 (nat rate),-0.4404,0.208,0.695,0.097 681 | 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,0.933,0.0,0.638,0.362 682 | Natalie (20/F) is inviting you to be her friend. Reply YES-165 or NO-165 See her: www.SMS.ac/u/natalie2k9 STOP? Send STOP FRND to 62468,-0.0941,0.2,0.613,0.187 683 | Jamster! To get your free wallpaper text HEART to 88888 now! T&C apply. 16 only. Need Help? Call 08701213186.,0.7639,0.0,0.721,0.279 684 | Double Mins & Double Txt & 1/2 price Linerental on Latest Orange Bluetooth mobiles. Call MobileUpd8 for the very latest offers. 08000839402 or call2optout/LF56,0.0,0.0,1.0,0.0 685 | Free video camera phones with Half Price line rental for 12 mths and 500 cross ntwk mins 100 txts. Call MobileUpd8 08001950382 or Call2OptOut/674,0.5106,0.0,0.875,0.125 686 | 83039 62735=å£450 UK Break AccommodationVouchers terms & conditions apply. 2 claim you mustprovide your claim number which is 15541 ,0.0772,0.0,0.925,0.075 687 | 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.,0.8834,0.0,0.689,0.311 688 | WIN a å£200 Shopping spree every WEEK Starting NOW. 2 play text STORE to 88039. SkilGme. TsCs08714740323 1Winawk! age16 å£1.50perweeksub.,0.8034,0.0,0.689,0.311 689 | "This is the 2nd attempt to contract U, you have won this weeks top prize of either å£1000 cash or å£200 prize. Just call 09066361921",0.9022,0.0,0.634,0.366 690 | 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.,0.8807,0.0,0.652,0.348 691 | "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!",-0.1177,0.228,0.631,0.141 692 | 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,-0.7717,0.278,0.722,0.0 693 | You have 1 new message. Please call 08715205273,0.3182,0.0,0.723,0.277 694 | 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 ,0.8755,0.0,0.706,0.294 695 | "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.",0.7579,0.0,0.755,0.245 696 | PRIVATE! Your 2003 Account Statement for 078,0.0,0.0,1.0,0.0 697 | "YOU VE WON! Your 4* Costa Del Sol Holiday or å£5000 await collection. Call 09050090044 Now toClaim. SAE, TC s, POBox334, Stockport, SK38xh, Costå£1.50/pm, Max10mins",0.8327,0.0,0.714,0.286 698 | 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,0.6514,0.0,0.862,0.138 699 | Get your garden ready for summer with a FREE selection of summer bulbs and seeds worth å£33:50 only with The Scotsman this Saturday. To stop go2 notxt.co.uk,0.7378,0.067,0.674,0.258 700 | "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",0.7263,0.0,0.783,0.217 701 | SMS AUCTION - A BRAND NEW Nokia 7250 is up 4 auction today! Auction is FREE 2 join & take part! Txt NOKIA to 86021 now!,0.7969,0.0,0.728,0.272 702 | 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+,0.7003,0.0,0.812,0.188 703 | 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,-0.4278,0.231,0.617,0.152 704 | "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 ",0.2023,0.09,0.791,0.119 705 | 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,-0.3578,0.111,0.837,0.052 706 | "YOU VE WON! Your 4* Costa Del Sol Holiday or å£5000 await collection. Call 09050090044 Now toClaim. SAE, TC s, POBox334, Stockport, SK38xh, Costå£1.50/pm, Max10mins",0.8327,0.0,0.714,0.286 707 | Had your mobile 11mths ? Update for FREE to Oranges latest colour camera mobiles & unlimited weekend calls. Call Mobile Upd8 on freefone 08000839402 or 2StopTxt,0.6166,0.0,0.851,0.149 708 | 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,-0.0941,0.2,0.613,0.187 709 | PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S. I. M. points. Call 08715203656 Identifier Code: 42049 Expires 26/10/04,0.0,0.0,1.0,0.0 710 | YOU ARE CHOSEN TO RECEIVE A å£350 AWARD! Pls call claim number 09066364311 to collect your award which you are selected to receive as a valued mobile customer.,0.9104,0.0,0.608,0.392 711 | 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 ,0.0,0.0,1.0,0.0 712 | Urgent! Please call 09061213237 from a landline. å£5000 cash or a 4* holiday await collection. T &Cs SAE PO Box 177 M227XY. 16+,0.2867,0.156,0.539,0.305 713 | "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 ",-0.1032,0.09,0.833,0.077 714 | URGENT! Your Mobile number has been awarded with a å£2000 prize GUARANTEED. Call 09061790126 from land line. Claim 3030. Valid 12hrs only 150ppm,0.8452,0.0,0.64,0.36 715 | "URGENT! You have won a 1 week FREE membership in our å£100,000 Prize Jackpot! Txt the word: CLAIM to No: 81010 T&C www.dbuk.net LCCLTD POBOX 4403LDNW1A7RW18",0.9178,0.062,0.537,0.4 716 | Urgent! Please call 09061213237 from landline. å£5000 cash or a luxury 4* Canary Islands Holiday await collection. T&Cs SAE PO Box 177. M227XY. 150ppm. 16+,0.2867,0.136,0.597,0.267 717 | XMAS iscoming & ur awarded either å£500 CD gift vouchers & free entry 2 r å£100 weekly draw txt MUSIC to 87066 TnC www.Ldew.com1win150ppmx3age16subscription ,0.836,0.0,0.656,0.344 718 | 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 å£1.50,-0.4981,0.107,0.893,0.0 719 | "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",0.0943,0.132,0.72,0.148 720 | Call 09095350301 and send our girls into erotic ecstacy. Just 60p/min. To stop texts call 08712460324 (nat rate),0.4767,0.098,0.711,0.191 721 | Camera - You are awarded a SiPix Digital Camera! call 09061221066 fromm landline. Delivery within 28 days.,0.4574,0.0,0.824,0.176 722 | A å£400 XMAS REWARD IS WAITING FOR YOU! Our computer has randomly picked you from our loyal mobile customers to receive a å£400 reward. Just call 09066380611,0.9104,0.0,0.656,0.344 723 | IMPORTANT MESSAGE. This is a final contact attempt. You have important messages waiting out our customer claims dept. Expires 13/4/04. Call 08717507382 NOW!,0.561,0.0,0.812,0.188 724 | 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?,0.0,0.0,1.0,0.0 725 | The current leading bid is 151. To pause this auction send OUT. Customer Care: 08718726270,0.4939,0.0,0.814,0.186 726 | "Free entry to the gr8prizes wkly comp 4 a chance to win the latest Nokia 8800, PSP or å£250 cash every wk.TXT GREAT to 80878 http//www.gr8prizes.com 08715705022",0.9317,0.0,0.601,0.399 727 | You have 1 new message. Call 0207-083-6089,0.0,0.0,1.0,0.0 728 | Santa Calling! Would your little ones like a call from Santa Xmas eve? Call 09058094583 to book your time.,0.364,0.0,0.871,0.129 729 | You have won a guaranteed 32000 award or maybe even å£1000 cash to claim ur award call free on 0800 ..... (18+). Its a legitimat efreefone number wat do u think???,0.9417,0.0,0.592,0.408 730 | "Latest News! Police station toilet stolen, cops have nothing to go on!",-0.5837,0.256,0.744,0.0 731 | "\For the most sparkling shopping breaks from 45 per person; call 0121 2025050 or visit www.shortbreaks.org.uk\""""",0.3597,0.0,0.857,0.143 732 | 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 08002986906,0.8755,0.0,0.706,0.294 733 | 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,0.4199,0.078,0.78,0.142 734 | http//tms. widelive.com/index. wml?id=820554ad0a1705572711&first=trueåÁC C RingtoneåÁ,0.0,0.0,1.0,0.0 735 | Get your garden ready for summer with a FREE selection of summer bulbs and seeds worth å£33:50 only with The Scotsman this Saturday. To stop go2 notxt.co.uk,0.7378,0.067,0.674,0.258 736 | "URGENT! Last weekend's draw shows that you have won å£1000 cash or a Spanish holiday! CALL NOW 09050000332 to claim. T&C: RSTM, SW7 3SS. 150ppm",0.8597,0.0,0.688,0.312 737 | URGENT We are trying to contact you Last weekends draw shows u have won a å£1000 prize GUARANTEED Call 09064017295 Claim code K52 Valid 12hrs 150p pm,0.8602,0.0,0.698,0.302 738 | 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,-0.296,0.081,0.919,0.0 739 | Marvel Mobile Play the official Ultimate Spider-man game (å£4.50) on ur mobile right now. Text SPIDER to 83338 for the game & we ll send u a FREE 8Ball wallpaper,0.8494,0.0,0.722,0.278 740 | "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",0.0943,0.179,0.594,0.227 741 | PRIVATE! Your 2003 Account Statement for 07808247860 shows 800 un-redeemed S. I. M. points. Call 08719899229 Identifier Code: 40411 Expires 06/11/04,0.0,0.0,1.0,0.0 742 | You are awarded a SiPix Digital Camera! call 09061221061 from landline. Delivery within 28days. T Cs Box177. M221BP. 2yr warranty. 150ppm. 16 . p på£3.99,0.4574,0.0,0.87,0.13 743 | PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S.I.M. points. Call 08718738001 Identifier Code: 49557 Expires 26/11/04,0.0,0.0,1.0,0.0 744 | Want explicit SEX in 30 secs? Ring 02073162414 now! Costs 20p/min Gsex POBOX 2667 WC1N 3XX,0.1511,0.0,0.904,0.096 745 | 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 å£250 3 WANT å£800,0.918,0.0,0.649,0.351 746 | "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.",0.762,0.065,0.707,0.228 747 | "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",0.8442,0.062,0.62,0.318 748 | "This is the 2nd time we have tried 2 contact u. U have won the å£750 Pound prize. 2 claim is easy, call 087187272008 NOW1! Only 10p per minute. BT-national-rate.",0.8805,0.0,0.702,0.298 749 | --------------------------------------------------------------------------------