Datasets:
GenAIDevTOProd
/
sms-spam-enriched

Dataset card Data Studio Files
xet
 Community
1
sms
string
label
int64
char_len
int64
word_count
int64
punct_score
int64
spam_keywords
int64
lexical_diversity
float64
readability
float64
caps_ratio
float64
digit_ratio
float64
exclaim_ratio
float64
url_flag
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spammy_words
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entropy
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All was well until slightly disastrous class this pm with my fav darlings! Hope day off ok. Coffee wld be good as can't stay late tomorrow. Same time + place as always?
0
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0.023669
0
0.005917
0
0
4.319595
Hello! Good week? Fancy a drink or something later?
0
52
9
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0.999999
75.5
0.057692
0
0.019231
0
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4.234308
Headin towards busetop
0
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62.79
0.043478
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3.914866
Message:some text missing* Sender:Name Missing* *Number Missing *Sent:Date missing *Missing U a lot thats y everything is missing sent via fullonsms.com
0
153
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0.95238
32.434286
0.065359
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1
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4.227627
Come by our room at some point so we can iron out the plan for this weekend
0
76
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0.999999
90.050588
0.013158
0
0
0
0
3.943854
Cos i want it to be your thing
0
31
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0
0.999999
114.115
0.032258
0
0
0
0
3.69093
Okies... I'll go yan jiu too... We can skip ard oso, go cine den go mrt one, blah blah blah...
0
96
20
6
0
0.85
107.855
0.03125
0
0
0
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4.206565
Bring home some Wendy =D
0
25
5
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0.999998
100.24
0.12
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3.893661
100 dating service cal;l 09064012103 box334sk38ch
1
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6
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0
0.999998
87.945
0
0.38
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4.511272
Whatsup there. Dont u want to sleep
0
36
7
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0
0.999999
103.044286
0.055556
0
0
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3.805497
Alright i have a new goal now
0
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103.044286
0.033333
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3.698069
FREE entry into our £250 weekly competition just text the word WIN to 80086 NOW. 18 T&C www.txttowin.co.uk
1
107
18
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3
0.999999
66.1
0.11215
0.093458
0
1
2
4.642911
Alright, I'll head out in a few minutes, text me where to meet you
0
67
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0.999999
95.939286
0.029851
0
0
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4.053912
Send a logo 2 ur lover - 2 names joined by a heart. Txt LOVE NAME1 NAME2 MOBNO eg LOVE ADAM EVE 07123456789 to 87077 Yahoo! POBox36504W45WQ TxtNO 4 no ads 150p
1
160
32
1
0
0.90625
98.101505
0.25
0.19375
0.00625
0
0
4.987349
Yes:)from last week itself i'm taking live call.
0
49
8
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1
0.999999
92.965
0.020408
0
0
0
0
4.162966
Someone has contacted our dating service and entered your phone because they fancy you! To find out who it is call from a landline 09111032124 . PoBox12n146tf150p
1
163
27
1
1
1
73.247692
0.02454
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0.006135
0
0
4.563969
Siva is in hostel aha:-.
0
25
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66.4
0.04
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URGENT! Your Mobile number has been awarded with a £2000 prize GUARANTEED. Call 09058094455 from land line. Claim 3030. Valid 12hrs only
1
137
22
1
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1
80.182576
0.153285
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Send this to ur friends and receive something about ur voice..... How is my speaking expression? 1.childish 2.naughty 3.Sentiment 4.rowdy 5.ful of attitude 6.romantic 7.shy 8.Attractive 9.funny <#> .irritating <#> .lovable. reply me..
0
249
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49.542727
0.016064
0.036145
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4.64735
Ok. She'll be ok. I guess
0
26
6
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0.999998
87.945
0.115385
0
0
0
0
3.763342
aathi..where are you dear..
0
28
4
4
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0.999998
97.025
0
0
0
0
0
3.539149
Any pain on urination any thing else?
0
38
7
1
0
0.999999
66.787143
0.026316
0
0
0
0
3.77645
7 at esplanade.. Do ü mind giving me a lift cos i got no car today..
0
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92.965
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I wnt to buy a BMW car urgently..its vry urgent.but hv a shortage of <#> Lacs.there is no source to arng dis amt. <#> lacs..thats my prob
0
151
27
4
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0.888889
82.287333
0.033113
0
0
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1
4.387463
At home watching tv lor.
0
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0.999998
83.32
0.04
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0
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3.973661
Does she usually take fifteen fucking minutes to respond to a yes or no question
0
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61.89
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0
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4.003131
Congrats! Nokia 3650 video camera phone is your Call 09066382422 Calls cost 150ppm Ave call 3mins vary from mobiles 16+ Close 300603 post BCM4284 Ldn WC1N3XX
1
158
26
1
1
1
60.052692
0.094937
0.208861
0.006329
0
0
4.811949
Booked ticket for pongal?
0
26
4
1
0
0.999998
75.875
0.038462
0
0
0
0
3.979098
You available now? I'm like right around hillsborough & <#> th
0
74
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1
0.999999
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0.027027
0
0
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4.418139
The message sent is askin for <#> dollars. Shoul i pay <#> or <#> ?
0
90
15
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0.866666
78.872857
0.022222
0
0
0
0
4.191699
Ask g or iouri, I've told the story like ten times already
0
59
12
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0
0.999999
88.905
0.033898
0
0
0
0
4.074458
How long does applebees fucking take
0
37
6
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0
0.999998
73.845
0.027027
0
0
0
0
4.075016
Hi hope u get this txt~journey hasnt been gd,now about 50 mins late I think.
0
77
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0.999999
84.45
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0
0
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4.311109
But i have to. I like to have love and arrange.
0
48
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108.961591
0.041667
0
0
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3.861979
Yes..he is really great..bhaji told kallis best cricketer after sachin in world:).very tough to get out.
0
105
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0.999999
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0
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4.287849
You were supposed to wake ME up >:(
0
39
8
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0.999999
103.54
0.076923
0
0
0
0
4.056783
Oic... I saw him too but i tot he din c me... I found a group liao...
0
70
17
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108.631029
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0
0
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3.969876
"HEY HEY WERETHE MONKEESPEOPLE SAY WE MONKEYAROUND! HOWDY GORGEOUS, HOWU DOIN? FOUNDURSELF A JOBYET SAUSAGE?LOVE JEN XXX"
0
122
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0.999999
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0
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4.340332
Sorry, my battery died, I can come by but I'm only getting a gram for now, where's your place?
0
95
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1
0.999999
80.686842
0.031579
0
0
0
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4.279119
Well done, blimey, exercise, yeah, i kinda remember wot that is, hmm.
0
71
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0.999999
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I wont get concentration dear you know you are my mind and everything :-)
0
74
14
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2
0.928571
76.501538
0.013514
0
0
0
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4.071012
LOL ... Have you made plans for new years?
0
43
9
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0.999999
114.115
0.093023
0
0
0
0
4.106384
10 min later k...
0
18
4
2
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0.999998
97.025
0
0.111111
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3.641604
hanks lotsly!
0
14
2
1
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0.999995
77.905
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0
0.071429
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3.521641
Thanks for this hope you had a good day today
0
46
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0.999999
103.625
0.021739
0
0
0
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3.775657
K:)k:)what are detail you want to transfer?acc no enough?
0
58
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2
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0.999999
80.0675
0.017241
0
0
0
0
4.239459
Ok i will tell her to stay out. Yeah its been tough but we are optimistic things will improve this month.
0
106
21
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0
0.95238
91.434643
0.018868
0
0
0
0
4.073716
Loan for any purpose £500 - £75,000. Homeowners + Tenants welcome. Have you been previously refused? We can still help. Call Free 0800 1956669 or text back 'help'
1
163
28
1
3
1
84.418538
0.042945
0.116564
0
0
1
4.724076
Si si. I think ill go make those oreo truffles.
0
48
10
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0
0.999999
86.705
0.041667
0
0
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0
3.985088
LOOK AT AMY URE A BEAUTIFUL, INTELLIGENT WOMAN AND I LIKE U A LOT. I KNOW U DON’T LIKE ME LIKE THAT SO DON’T WORRY.
0
116
25
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1
0.76
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0
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I hope you that's the result of being consistently intelligent and kind. Start asking him about practicum links and keep your ears open and all the best. ttyl
0
159
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0.892857
74.789286
0.012579
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0
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4.180802
1.20 that call cost. Which i guess isnt bad. Miss ya, need ya, want ya, love ya
0
80
17
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1
0.882352
111.506863
0.025
0.0375
0
0
0
4.176319
Going thru a very different feeling.wavering decisions and coping up with the same is the same individual.time will heal everything i believe.
0
143
22
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0.90909
41.72803
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4.165371
Where did u go? My phone is gonna die you have to stay in here
0
63
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0.999999
108.9825
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Great. Never been better. Each day gives even more reasons to thank God
0
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0.999999
89.606731
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3.998011
UpgrdCentre Orange customer, you may now claim your FREE CAMERA PHONE upgrade for your loyalty. Call now on 0207 153 9153. Offer ends 26th July. T&C's apply. Opt-out available
1
176
29
0
6
0.931034
62.83023
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0
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1
4.935805
Sorry, I'll call later ok bye
0
30
6
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1
0.999998
73.845
0.066667
0
0
0
0
3.707752
Ok i am on the way to railway
0
30
8
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0
0.999999
92.965
0.033333
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great princess! I love giving and receiving oral. Doggy style is my fave position. How about you? I enjoy making love <#> times per night :)
0
149
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0.923077
75.28325
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They don't put that stuff on the roads to keep it from getting slippery over there?
0
84
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4.043206
When are you going to ride your bike?
0
38
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1
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0.999999
103.54
0.026316
0
0
0
0
3.848947
Yup, no need. I'll jus wait 4 e rain 2 stop.
0
45
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116.6525
0.044444
0.044444
0
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4.142319
There are many company. Tell me the language.
0
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0.999999
75.875
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3.845795
okmail: Dear Dave this is your final notice to collect your 4* Tenerife Holiday or #5000 CASH award! Call 09061743806 from landline. TCs SAE Box326 CW25WX 150ppm
1
162
27
1
2
0.962963
84.9
0.117284
0.148148
0.006173
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1
4.935893
How long has it been since you screamed, princess?
0
51
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0.999999
103.7
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Nothing. I meant that once the money enters your account here, the bank will remove its flat rate. Someone transfered <#> to my account and <#> dollars got removed. So the banks differ and charges also differ.be sure you trust the 9ja person you are sending account details to cos...
0
299
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Want 2 get laid tonight? Want real Dogging locations sent direct 2 ur Mob? Join the UK's largest Dogging Network by txting MOAN to 69888Nyt. ec2a. 31p.msg@150p
1
160
27
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0.888889
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Nice line said by a broken heart- Plz don't cum 1 more times infront of me... Other wise once again I ll trust U... Good 9t:)
0
126
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4
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1
96.024615
0.047619
0.015873
0
0
0
4.431585
Ok I'm gonna head up to usf in like fifteen minutes
0
52
11
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0.999999
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0.038462
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3.994608
Love you aathi..love u lot..
0
29
5
4
0
0.999998
119.6975
0.034483
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0
0
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3.616602
Tension ah?what machi?any problem?
0
35
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0.999998
33.575
0.028571
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0
0
0
4.128724
K, can I pick up another 8th when you're done?
0
47
10
1
0
0.999999
95.165
0.042553
0.021277
0
0
0
4.149502
When're you guys getting back? G said you were thinking about not staying for mcr
0
82
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0.933333
92.0625
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Almost there, see u in a sec
0
29
7
0
0
0.999999
103.044286
0.034483
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3.689902
Yo carlos, a few friends are already asking me about you, you working at all this weekend?
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4.198146
Watching tv lor...
0
19
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0.999997
62.79
0.052632
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3.787144
Thank you baby! I cant wait to taste the real thing...
0
55
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0.999999
108.961591
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0
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4.046813
You should change your fb to jaykwon thuglyfe falconerf
0
56
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75.5
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If we win its really no 1 side for long time.
0
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103.379091
0.021739
0.021739
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1
3.926085
FREE MESSAGE Activate your 500 FREE Text Messages by replying to this message with the word FREE For terms & conditions, visit www.07781482378.com
1
147
23
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1
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53.759545
0.156463
0.095238
0
1
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4.808108
Dear reached railway. What happen to you
0
41
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0.999999
94.511071
0.04878
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Depends on quality. If you want the type i sent boye, faded glory, then about 6. If you want ralphs maybe 2
0
108
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87.873485
0.027778
0.018519
0
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4.269936
I think i've fixed it can you send a test message?
0
51
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0.999999
103.379091
0.019608
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0
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4.020684
Sorry man my account's dry or I would, if you want we could trade back half or I could buy some shit with my credit card
0
121
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2
0.846154
86.083462
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Congrats! 1 year special cinema pass for 2 is yours. call 09061209465 now! C Suprman V, Matrix3, StarWars3, etc all 4 FREE! bx420-ip4-5we. 150pm. Dont miss out!
1
161
27
4
3
1
87.18375
0.074534
0.149068
0.024845
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1
4.85948
Sorry,in meeting I'll call later
0
33
5
0
1
0.999998
66.4
0.060606
0
0
0
0
3.919563
What class of <#> reunion?
0
35
5
1
0
0.999998
66.4
0.028571
0
0
0
0
4.150293
Are you free now?can i call now?
0
33
7
2
3
0.999999
106.596786
0.030303
0
0
0
1
3.778502
Got meh... When?
0
17
3
3
0
0.999997
119.19
0.117647
0
0
0
0
3.454822
Nope... Think i will go for it on monday... Sorry i replied so late
0
68
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0
0.928571
97.001429
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0
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Some of them told accenture is not confirm. Is it true.
0
56
11
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0
0.999999
93.579773
0.035714
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0
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3.955163
Kate jackson rec center before 7ish, right?
0
44
7
1
0
0.999999
78.872857
0.022727
0.022727
0
0
0
4.083765
Dear i have reache room
0
24
5
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0.999998
117.16
0.041667
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3.355389
Fighting with the world is easy, u either win or lose bt fightng with some1 who is close to u is dificult if u lose - u lose if u win - u still lose.
0
150
35
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1
0.628571
70.794545
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2
3.943603
When can ü come out?
0
21
5
1
0
0.999998
117.16
0.047619
0
0
0
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3.630413
Check with nuerologist.
0
24
3
0
0
0.999997
62.79
0.041667
0
0
0
0
4.084963
Lolnice. I went from a fish to ..water.?
0
41
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4.042524
+123 Congratulations - in this week's competition draw u have won the £1450 prize to claim just call 09050002311 b4280703. T&Cs/stop SMS 08718727868. Over 18 only 150ppm
1
170
27
0
5
1
80.899872
0.041176
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1
4.941996
No it's waiting in e car dat's bored wat. Cos wait outside got nothing 2 do. At home can do my stuff or watch tv wat.
0
118
26
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0
0.961538
100.422949
0.025424
0.008475
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4.109034
Maybe westshore or hyde park village, the place near my house?
0
63
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0.999999
87.997273
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4.193505