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 int64 | spammy_words int64 | entropy float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Neva mind it's ok..
| 0 | 20 | 4 | 2 | 0 | 0.999998 | 75.875 | 0.05 | 0 | 0 | 0 | 0 | 3.884184 |
It's fine, imma get a drink or somethin. Want me to come find you?
| 0 | 67 | 14 | 1 | 0 | 0.999999 | 103.044286 | 0.029851 | 0 | 0 | 0 | 0 | 4.118053 |
22 days to kick off! For Euro2004 U will be kept up to date with the latest news and results daily. To be removed send GET TXT STOP to 83222
| 1 | 141 | 30 | 1 | 0 | 0.9 | 97.985 | 0.099291 | 0.078014 | 0.007092 | 0 | 0 | 4.540032 |
Its a valentine game. . . Send dis msg to all ur friends. .. If 5 answers r d same then someone really loves u. Ques- which colour suits me the best?rply me
| 0 | 157 | 33 | 3 | 0 | 0.939394 | 94.8825 | 0.025478 | 0.006369 | 0 | 0 | 0 | 4.211252 |
I have many dependents
| 0 | 23 | 4 | 0 | 0 | 0.999998 | 54.725 | 0.043478 | 0 | 0 | 0 | 0 | 3.588354 |
THANX4 TODAY CER IT WAS NICE 2 CATCH UP BUT WE AVE 2 FIND MORE TIME MORE OFTEN OH WELL TAKE CARE C U SOON.C
| 0 | 108 | 25 | 0 | 0 | 0.92 | 83.324 | 0.731481 | 0.027778 | 0 | 0 | 0 | 4.091216 |
I called and said all to him:)then he have to choose this future.
| 0 | 66 | 13 | 0 | 1 | 0.923076 | 102.532308 | 0.015152 | 0 | 0 | 0 | 0 | 4.021318 |
"Happy valentines day" I know its early but i have hundreds of handsomes and beauties to wish. So i thought to finish off aunties and uncles 1st...
| 0 | 148 | 27 | 2 | 1 | 0.888889 | 77.199167 | 0.02027 | 0.006757 | 0 | 0 | 0 | 4.278018 |
He like not v shock leh. Cos telling shuhui is like telling leona also. Like dat almost all know liao. He got ask me abt ur reaction lor.
| 0 | 138 | 28 | 0 | 1 | 0.892857 | 87.937143 | 0.028986 | 0 | 0 | 0 | 0 | 4.023113 |
For my family happiness..
| 0 | 26 | 4 | 2 | 0 | 0.999998 | 33.575 | 0.038462 | 0 | 0 | 0 | 0 | 3.979098 |
I come n pick ü up... Come out immediately aft ur lesson...
| 0 | 60 | 12 | 4 | 0 | 0.999999 | 80.895 | 0.033333 | 0 | 0 | 0 | 0 | 4.11626 |
Let there be snow. Let there be snow. This kind of weather brings ppl together so friendships can grow.
| 0 | 104 | 19 | 0 | 1 | 0.789473 | 97.99614 | 0.028846 | 0 | 0 | 0 | 0 | 4.053542 |
Dear we got <#> dollars hi hi
| 0 | 38 | 7 | 0 | 0 | 0.857142 | 90.958571 | 0.026316 | 0 | 0 | 0 | 0 | 3.892407 |
Good words.... But words may leave u in dismay many times.
| 0 | 59 | 11 | 4 | 0 | 0.999999 | 95.688182 | 0.033898 | 0 | 0 | 0 | 0 | 4.033599 |
MAKE SURE ALEX KNOWS HIS BIRTHDAY IS OVER IN FIFTEEN MINUTES AS FAR AS YOU'RE CONCERNED
| 0 | 88 | 16 | 0 | 1 | 0.937499 | 74.27 | 0.806818 | 0 | 0 | 0 | 0 | 4.098319 |
sorry, no, have got few things to do. may be in pub later.
| 0 | 59 | 13 | 0 | 0 | 0.999999 | 102.622115 | 0 | 0 | 0 | 0 | 0 | 4.172578 |
Nah it's straight, if you can just bring bud or drinks or something that's actually a little more useful than straight cash
| 0 | 124 | 22 | 0 | 1 | 0.954545 | 76.832273 | 0.008065 | 0 | 0 | 0 | 1 | 4.143797 |
Haha good to hear, I'm officially paid and on the market for an 8th
| 0 | 68 | 14 | 0 | 0 | 0.999999 | 77.810714 | 0.029412 | 0.014706 | 0 | 0 | 0 | 4.085333 |
How many licks does it take to get to the center of a tootsie pop?
| 0 | 67 | 15 | 1 | 0 | 0.933333 | 90.09 | 0.014925 | 0 | 0 | 0 | 0 | 3.860889 |
Yup i thk they r e teacher said that will make my face look longer. Darren ask me not 2 cut too short.
| 0 | 103 | 23 | 0 | 0 | 1 | 99.527717 | 0.019417 | 0.009709 | 0 | 0 | 0 | 4.090744 |
New TEXTBUDDY Chat 2 horny guys in ur area 4 just 25p Free 2 receive Search postcode or at gaytextbuddy.com. TXT ONE name to 89693
| 1 | 131 | 25 | 0 | 1 | 0.96 | 79.0915 | 0.145038 | 0.076336 | 0 | 1 | 1 | 4.756083 |
Todays Vodafone numbers ending with 4882 are selected to a receive a £350 award. If your number matches call 09064019014 to receive your £350 award.
| 1 | 149 | 25 | 0 | 2 | 0.76 | 65.5555 | 0.020134 | 0.14094 | 0 | 0 | 0 | 4.598364 |
Please dont say like that. Hi hi hi
| 0 | 36 | 8 | 0 | 0 | 0.874999 | 118.175 | 0.055556 | 0 | 0 | 0 | 0 | 3.762396 |
Thank u!
| 0 | 9 | 2 | 1 | 0 | 0.999995 | 120.205 | 0.111111 | 0 | 0.111111 | 0 | 0 | 3.169925 |
Oh that was a forwarded message. I thought you send that to me
| 0 | 63 | 13 | 0 | 0 | 0.923076 | 96.114423 | 0.031746 | 0 | 0 | 0 | 0 | 3.879582 |
Got it. Seventeen pounds for seven hundred ml – hope ok.
| 0 | 57 | 11 | 0 | 0 | 0.999999 | 69.785 | 0.035088 | 0 | 0 | 0 | 0 | 4.009235 |
Dear Voucher Holder, 2 claim this weeks offer, at your PC go to http://www.e-tlp.co.uk/expressoffer Ts&Cs apply.2 stop texts txt STOP to 80062.
| 1 | 144 | 22 | 0 | 3 | 0.954545 | 72.491667 | 0.076389 | 0.048611 | 0 | 1 | 0 | 4.712762 |
Me n him so funny...
| 0 | 21 | 5 | 2 | 0 | 0.999998 | 100.24 | 0.047619 | 0 | 0 | 0 | 0 | 3.558519 |
Sweetheart, hope you are not having that kind of day! Have one with loads of reasons to smile. Biola
| 0 | 101 | 19 | 1 | 0 | 0.947368 | 90.329342 | 0.029703 | 0 | 0.009901 | 0 | 0 | 4.182156 |
When ü login dat time... Dad fetching ü home now?
| 0 | 50 | 10 | 3 | 1 | 0.899999 | 100.24 | 0.04 | 0 | 0 | 0 | 0 | 4.077781 |
What will we do in the shower, baby?
| 0 | 37 | 8 | 1 | 0 | 0.999999 | 92.965 | 0.027027 | 0 | 0 | 0 | 0 | 3.968476 |
I had askd u a question some hours before. Its answer
| 0 | 54 | 11 | 0 | 0 | 0.999999 | 80.306364 | 0.037037 | 0 | 0 | 0 | 0 | 3.979916 |
Well imma definitely need to restock before thanksgiving, I'll let you know when I'm out
| 0 | 89 | 15 | 0 | 1 | 0.999999 | 61.89 | 0.033708 | 0 | 0 | 0 | 0 | 4.299545 |
said kiss, kiss, i can't do the sound effects! He is a gorgeous man isn't he! Kind of person who needs a smile to brighten his day!
| 0 | 134 | 27 | 3 | 0 | 0.925926 | 97.433333 | 0.014925 | 0 | 0.022388 | 0 | 0 | 4.108325 |
Probably gonna swing by in a wee bit
| 0 | 37 | 8 | 0 | 1 | 0.999999 | 82.39 | 0.027027 | 0 | 0 | 0 | 0 | 3.718609 |
Ya very nice. . .be ready on thursday
| 0 | 38 | 8 | 0 | 0 | 0.999999 | 82.425357 | 0.026316 | 0 | 0 | 0 | 0 | 3.914479 |
Allo! We have braved the buses and taken on the trains and triumphed. I mean we‘re in b‘ham. Have a jolly good rest of week
| 0 | 124 | 25 | 1 | 0 | 0.92 | 96.856667 | 0.032258 | 0 | 0.008065 | 0 | 0 | 4.273702 |
Watching cartoon, listening music & at eve had to go temple & church.. What about u?
| 0 | 93 | 16 | 3 | 0 | 0.937499 | 77.1025 | 0.021505 | 0 | 0 | 0 | 0 | 4.296667 |
Do you mind if I ask what happened? You dont have to say if it is uncomfortable.
| 0 | 81 | 17 | 1 | 0 | 0.941176 | 88.725147 | 0.037037 | 0 | 0 | 0 | 0 | 4.263863 |
PRIVATE! Your 2003 Account Statement for shows 800 un-redeemed S. I. M. points. Call 08715203694 Identifier Code: 40533 Expires 31/10/04
| 1 | 137 | 20 | 1 | 1 | 1 | 65.555 | 0.124088 | 0.211679 | 0.007299 | 0 | 0 | 5.000753 |
No prob. I will send to your email.
| 0 | 36 | 8 | 0 | 0 | 0.999999 | 103.54 | 0.055556 | 0 | 0 | 0 | 0 | 4.047526 |
You have won ?1,000 cash or a ?2,000 prize! To claim, call09050000327. T&C: RSTM, SW7 3SS. 150ppm
| 1 | 98 | 17 | 3 | 5 | 0.999999 | 112.944779 | 0.122449 | 0.244898 | 0.010204 | 0 | 2 | 4.668435 |
Thats cool! Sometimes slow and gentle. Sonetimes rough and hard :)
| 0 | 67 | 11 | 1 | 0 | 0.90909 | 91.78 | 0.044776 | 0 | 0.014925 | 0 | 0 | 4.226412 |
I'm gonna say no. Sorry. I would but as normal am starting to panic about time. Sorry again! Are you seeing on Tuesday?
| 0 | 120 | 23 | 2 | 0 | 1 | 77.670725 | 0.05 | 0 | 0.008333 | 0 | 0 | 4.224606 |
Wait, do you know if wesleys in town? I bet she does hella drugs!
| 0 | 66 | 14 | 2 | 1 | 0.999999 | 103.044286 | 0.030303 | 0 | 0.015152 | 0 | 0 | 4.175241 |
Fine i miss you very much.
| 0 | 27 | 6 | 0 | 0 | 0.999998 | 102.045 | 0.037037 | 0 | 0 | 0 | 0 | 3.778424 |
Tell them the drug dealer's getting impatient
| 0 | 46 | 7 | 0 | 0 | 0.999999 | 66.787143 | 0.021739 | 0 | 0 | 0 | 0 | 3.851047 |
Sun cant come to earth but send luv as rays. cloud cant come to river but send luv as rain. I cant come to meet U, but can send my care as msg to U. Gud evng
| 0 | 158 | 37 | 0 | 0 | 0.621621 | 107.43018 | 0.031646 | 0 | 0 | 0 | 0 | 4.032562 |
It doesnt make sense to take it there unless its free. If you need to know more, wikipedia.com
| 0 | 95 | 18 | 0 | 2 | 0.944444 | 99 | 0.021053 | 0 | 0 | 1 | 1 | 4.020488 |
88800 and 89034 are premium phone services call 08718711108
| 1 | 60 | 9 | 0 | 1 | 0.999999 | 75.5 | 0 | 0.35 | 0 | 0 | 0 | 4.233882 |
Under the sea, there lays a rock. In the rock, there is an envelope. In the envelope, there is a paper. On the paper, there are 3 words... '
| 0 | 141 | 29 | 2 | 0 | 0.689655 | 93.98 | 0.028369 | 0.007092 | 0 | 0 | 0 | 3.966879 |
Then mum's repent how?
| 0 | 23 | 4 | 1 | 0 | 0.999998 | 97.025 | 0.043478 | 0 | 0 | 0 | 0 | 3.849224 |
Sorry me going home first... Daddy come fetch ü later...
| 0 | 57 | 10 | 4 | 0 | 0.999999 | 83.32 | 0.035088 | 0 | 0 | 0 | 0 | 4.128355 |
Leave it de:-). Start Prepare for next:-)..
| 0 | 44 | 7 | 2 | 0 | 0.999999 | 106.596786 | 0.068182 | 0 | 0 | 0 | 0 | 4.038311 |
Yes baby! We can study all the positions of the kama sutra ;)
| 0 | 62 | 13 | 1 | 0 | 0.923076 | 67.755 | 0.032258 | 0 | 0.016129 | 0 | 0 | 4.20414 |
En chikku nange bakra msg kalstiya..then had tea/coffee?
| 0 | 57 | 8 | 3 | 0 | 0.999999 | 75.875 | 0.017544 | 0 | 0 | 0 | 0 | 4.28162 |
Carlos'll be here in a minute if you still need to buy
| 0 | 55 | 12 | 0 | 1 | 0.999999 | 95.955 | 0.018182 | 0 | 0 | 0 | 0 | 3.92331 |
This pay is <DECIMAL> lakhs:)
| 0 | 38 | 5 | 0 | 0 | 0.999998 | 49.48 | 0.210526 | 0 | 0 | 0 | 0 | 4.346226 |
Have a good evening! Ttyl
| 0 | 26 | 5 | 1 | 0 | 0.999998 | 100.24 | 0.076923 | 0 | 0.038462 | 0 | 0 | 3.825252 |
Did u receive my msg?
| 0 | 22 | 5 | 1 | 0 | 0.999998 | 100.24 | 0.045455 | 0 | 0 | 0 | 0 | 3.697846 |
Ho ho - big belly laugh! See ya tomo
| 0 | 37 | 9 | 1 | 0 | 0.999999 | 97.025 | 0.054054 | 0 | 0.027027 | 0 | 0 | 3.817297 |
SMS. ac sun0819 posts HELLO:"You seem cool, wanted to say hi. HI!!!" Stop? Send STOP to 62468
| 1 | 94 | 17 | 4 | 0 | 0.941176 | 93.701618 | 0.180851 | 0.095745 | 0.031915 | 0 | 0 | 4.823258 |
Get ur 1st RINGTONE FREE NOW! Reply to this msg with TONE. Gr8 TOP 20 tones to your phone every week just £1.50 per wk 2 opt out send STOP 08452810071 16
| 1 | 154 | 32 | 1 | 3 | 0.96875 | 103.54 | 0.188312 | 0.136364 | 0.006494 | 0 | 1 | 4.736543 |
Ditto. And you won't have to worry about me saying ANYTHING to you anymore. Like i said last night, you do whatever you want and i'll do the same. Peace.
| 0 | 154 | 30 | 0 | 1 | 0.833333 | 78.81 | 0.077922 | 0 | 0 | 0 | 0 | 4.40966 |
I've got <#> , any way I could pick up?
| 0 | 47 | 10 | 1 | 0 | 0.999999 | 94.3 | 0.042553 | 0 | 0 | 0 | 0 | 4.278543 |
I dont knw pa, i just drink milk..
| 0 | 35 | 8 | 2 | 0 | 0.999999 | 114.115 | 0.028571 | 0 | 0 | 0 | 0 | 3.988822 |
Maybe?! Say hi to and find out if got his card. Great escape or wetherspoons?
| 0 | 81 | 15 | 3 | 0 | 0.999999 | 97.7025 | 0.037037 | 0 | 0.012346 | 0 | 0 | 4.168362 |
Piggy, r u awake? I bet u're still sleeping. I'm going 4 lunch now...
| 0 | 70 | 14 | 3 | 1 | 0.999999 | 93.326905 | 0.042857 | 0.014286 | 0 | 0 | 0 | 4.356713 |
Cause I'm not freaky lol
| 0 | 25 | 5 | 0 | 0 | 0.999998 | 100.24 | 0.08 | 0 | 0 | 0 | 0 | 4.003856 |
Missed your call cause I was yelling at scrappy. Miss u. Can't wait for u to come home. I'm so lonely today.
| 0 | 109 | 22 | 0 | 1 | 1 | 99.409848 | 0.045872 | 0 | 0 | 0 | 0 | 4.229265 |
What is this 'hex' place you talk of? Explain!
| 0 | 47 | 9 | 2 | 0 | 0.999999 | 103.7 | 0.042553 | 0 | 0.021277 | 0 | 0 | 4.213747 |
Ü log off 4 wat. It's sdryb8i
| 0 | 30 | 7 | 0 | 0 | 0.999999 | 103.044286 | 0.066667 | 0.066667 | 0 | 0 | 0 | 4.123231 |
Is xy going 4 e lunch?
| 0 | 23 | 6 | 1 | 0 | 0.999998 | 102.045 | 0.043478 | 0.043478 | 0 | 0 | 0 | 3.844882 |
Hi I'm sue. I am 20 years old and work as a lapdancer. I love sex. Text me live - I'm i my bedroom now. text SUE to 89555. By TextOperator G2 1DA 150ppmsg 18+
| 1 | 159 | 35 | 0 | 2 | 0.942857 | 99.065686 | 0.09434 | 0.08805 | 0 | 0 | 0 | 4.678272 |
I wanted to ask ü to wait 4 me to finish lect. Cos my lect finishes in an hour anyway.
| 0 | 87 | 20 | 0 | 0 | 0.9 | 82.475 | 0.022989 | 0.011494 | 0 | 0 | 0 | 4.0753 |
Have you finished work yet? :)
| 0 | 31 | 6 | 1 | 0 | 0.999998 | 100.24 | 0.032258 | 0 | 0 | 0 | 0 | 4.23276 |
Every King Was Once A Crying Baby And Every Great Building Was Once A Map.. Not Imprtant Where U r TODAY, BUT Where U Wil Reach TOMORW. Gud ni8
| 0 | 144 | 29 | 2 | 0 | 0.793103 | 78.345086 | 0.263889 | 0.006944 | 0 | 0 | 0 | 4.682807 |
Dear,Me at cherthala.in case u r coming cochin pls call bfore u start.i shall also reach accordingly.or tell me which day u r coming.tmorow i am engaged ans its holiday.
| 0 | 170 | 30 | 0 | 1 | 0.9 | 76.665 | 0.011765 | 0 | 0 | 0 | 0 | 4.167278 |
Thanks love. But am i doing torch or bold.
| 0 | 43 | 9 | 0 | 0 | 0.999999 | 103.7 | 0.046512 | 0 | 0 | 0 | 0 | 4.179529 |
<Forwarded from 448712404000>Please CALL 08712404000 immediately as there is an urgent message waiting for you.
| 1 | 112 | 15 | 0 | 3 | 0.999999 | 50.61 | 0.053571 | 0.205357 | 0 | 0 | 1 | 4.600154 |
Was the farm open?
| 0 | 19 | 4 | 1 | 0 | 0.999998 | 97.025 | 0.052632 | 0 | 0 | 0 | 0 | 3.787144 |
Sorry to trouble u again. Can buy 4d for my dad again? 1405, 1680, 1843. All 2 big 1 small, sat n sun. Thanx.
| 0 | 110 | 24 | 1 | 1 | 1 | 102.045 | 0.036364 | 0.136364 | 0 | 0 | 0 | 4.522408 |
My sister in law, hope you are having a great month. Just saying hey. Abiola
| 0 | 77 | 15 | 0 | 0 | 0.999999 | 80.7825 | 0.038961 | 0 | 0 | 0 | 0 | 4.192975 |
Will purchase d stuff today and mail to you. Do you have a po box number?
| 0 | 74 | 16 | 1 | 0 | 0.999999 | 98.2525 | 0.027027 | 0 | 0 | 0 | 0 | 4.220957 |
Ah poop. Looks like ill prob have to send in my laptop to get fixed cuz it has a gpu problem
| 0 | 93 | 21 | 0 | 0 | 0.95238 | 92.862857 | 0.021505 | 0 | 0 | 0 | 0 | 4.190042 |
Good. Good job. I like entrepreneurs
| 0 | 37 | 6 | 0 | 0 | 0.999998 | 73.845 | 0.081081 | 0 | 0 | 0 | 0 | 3.923404 |
Aight, you close by or still down around alex's place?
| 0 | 55 | 10 | 1 | 0 | 0.999999 | 86.705 | 0.018182 | 0 | 0 | 0 | 0 | 4.290209 |
meet you in corporation st outside gap … you can see how my mind is working!
| 0 | 77 | 16 | 1 | 0 | 0.937499 | 78.81 | 0 | 0 | 0.012987 | 0 | 0 | 4.04462 |
Mum ask ü to buy food home...
| 0 | 30 | 7 | 2 | 1 | 0.999999 | 115.13 | 0.033333 | 0 | 0 | 0 | 0 | 3.831402 |
K..u also dont msg or reply to his msg..
| 0 | 41 | 9 | 4 | 0 | 0.999999 | 94.3 | 0.02439 | 0 | 0 | 0 | 0 | 3.942918 |
How much r ü willing to pay?
| 0 | 29 | 7 | 1 | 0 | 0.999999 | 103.044286 | 0.034483 | 0 | 0 | 0 | 0 | 4.047299 |
What is important is that you prevent dehydration by giving her enough fluids
| 0 | 78 | 13 | 0 | 0 | 0.923076 | 50.470769 | 0.012821 | 0 | 0 | 0 | 0 | 4.119686 |
Thats a bit weird, even ?- where is the do supposed to be happening? But good idea, sure they will be in pub!
| 0 | 110 | 23 | 3 | 0 | 0.956521 | 91.718939 | 0.018182 | 0 | 0.009091 | 0 | 0 | 4.154701 |
True dear..i sat to pray evening and felt so.so i sms'd you in some time...
| 0 | 76 | 15 | 4 | 0 | 0.999999 | 103.3425 | 0.013158 | 0 | 0 | 0 | 0 | 4.018218 |
I don't think I can get away for a trek that long with family in town, sorry
| 0 | 77 | 17 | 0 | 0 | 0.941176 | 85.074118 | 0.025974 | 0 | 0 | 0 | 0 | 4.021412 |
So when do you wanna gym harri
| 0 | 31 | 7 | 0 | 0 | 0.999999 | 90.958571 | 0.032258 | 0 | 0 | 0 | 0 | 3.735666 |
Quite late lar... Ard 12 anyway i wun b drivin...
| 0 | 50 | 10 | 4 | 0 | 0.999999 | 91.78 | 0.04 | 0.04 | 0 | 0 | 0 | 3.972879 |
To review and KEEP the fantastic Nokia N-Gage game deck with Club Nokia, go 2 www.cnupdates.com/newsletter. unsubscribe from alerts reply with the word OUT
| 1 | 156 | 24 | 0 | 1 | 0.916666 | 57.18 | 0.083333 | 0.00641 | 0 | 1 | 0 | 4.661644 |
4mths half price Orange line rental & latest camera phones 4 FREE. Had your phone 11mths+? Call MobilesDirect free on 08000938767 to update now! or2stoptxt T&Cs
| 1 | 161 | 26 | 2 | 3 | 1 | 79.936667 | 0.068323 | 0.099379 | 0.006211 | 0 | 2 | 4.778134 |
Height of Confidence: All the Aeronautics professors wer calld & they wer askd 2 sit in an aeroplane. Aftr they sat they wer told dat the plane ws made by their students. Dey all hurried out of d plane.. Bt only 1 didnt move... He said:"if it is made by my students,this wont even start........ Datz confidence..
| 0 | 317 | 57 | 14 | 2 | 0.859649 | 79.495579 | 0.028391 | 0.006309 | 0 | 0 | 0 | 4.372462 |
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