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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Dont talk to him ever ok its my word.
| 0 | 38 | 9 | 0 | 0 | 0.999999 | 94.3 | 0.026316 | 0 | 0 | 0 | 0 | 3.932138 |
When u wana see it then
| 0 | 24 | 6 | 0 | 0 | 0.999998 | 116.145 | 0.041667 | 0 | 0 | 0 | 0 | 3.319774 |
On ma way to school. Can you pls send me ashley's number
| 0 | 57 | 12 | 0 | 0 | 0.999999 | 102.045 | 0.035088 | 0 | 0 | 0 | 0 | 4.079766 |
It shall be fine. I have avalarr now. Will hollalater
| 0 | 54 | 10 | 0 | 1 | 0.999999 | 108.7 | 0.055556 | 0 | 0 | 0 | 0 | 3.834691 |
She went to attend another two rounds today..but still did't reach home..
| 0 | 74 | 12 | 4 | 0 | 0.999999 | 80.895 | 0.013514 | 0 | 0 | 0 | 0 | 4.038411 |
Actually i deleted my old website..now i m blogging at magicalsongs.blogspot.com
| 0 | 81 | 11 | 2 | 1 | 0.90909 | 24.361591 | 0.012346 | 0 | 0 | 1 | 0 | 4.143794 |
K, wait chikku..il send aftr <#> mins
| 0 | 45 | 7 | 2 | 0 | 0.999999 | 94.511071 | 0.022222 | 0 | 0 | 0 | 0 | 4.344042 |
But I'm on a diet. And I ate 1 too many slices of pizza yesterday. Ugh I'm ALWAYS on a diet.
| 0 | 93 | 21 | 0 | 0 | 0.809523 | 82.901429 | 0.129032 | 0.010753 | 0 | 0 | 0 | 4.37672 |
K:)i will give my kvb acc details:)
| 0 | 36 | 7 | 0 | 0 | 0.999999 | 103.044286 | 0.027778 | 0 | 0 | 0 | 0 | 4.051462 |
Oh all have to come ah?
| 0 | 24 | 6 | 1 | 0 | 0.999998 | 116.145 | 0.041667 | 0 | 0 | 0 | 0 | 3.454987 |
money!!! you r a lucky winner ! 2 claim your prize text money 2 88600 over £1million to give away ! ppt150x3+normal text rate box403 w1t1jy
| 1 | 140 | 26 | 5 | 4 | 0.884615 | 82.39 | 0 | 0.121429 | 0.035714 | 0 | 1 | 4.514419 |
I'm really sorry i won't b able 2 do this friday.hope u can find an alternative.hope yr term's going ok:-)
| 0 | 107 | 20 | 0 | 1 | 1 | 68.938333 | 0.009346 | 0.009346 | 0 | 0 | 0 | 4.414688 |
Congratulations ore mo owo re wa. Enjoy it and i wish you many happy moments to and fro wherever you go
| 0 | 104 | 21 | 0 | 1 | 0.904761 | 71.291786 | 0.019231 | 0 | 0 | 0 | 0 | 4.081683 |
So do you have samus shoulders yet
| 0 | 35 | 7 | 0 | 0 | 0.999999 | 103.044286 | 0.028571 | 0 | 0 | 0 | 0 | 3.728724 |
What time you think you'll have it? Need to know when I should be near campus
| 0 | 78 | 16 | 1 | 1 | 0.999999 | 108.8275 | 0.038462 | 0 | 0 | 0 | 0 | 4.252152 |
Dear Matthew please call 09063440451 from a landline, your complimentary 4*Lux Tenerife holiday or £1000 CASH await collection. ppm150 SAE T&Cs Box334 SK38XH.
| 1 | 159 | 23 | 0 | 2 | 1 | 62.745109 | 0.113208 | 0.150943 | 0 | 0 | 1 | 4.955399 |
Then dun wear jeans lor...
| 0 | 27 | 5 | 2 | 0 | 0.999998 | 117.16 | 0.037037 | 0 | 0 | 0 | 0 | 3.782122 |
Since when, which side, any fever, any vomitin.
| 0 | 48 | 8 | 0 | 0 | 0.874999 | 71.815 | 0.020833 | 0 | 0 | 0 | 0 | 4.0435 |
K:)k.are you in college?
| 0 | 25 | 4 | 1 | 0 | 0.999998 | 97.025 | 0.04 | 0 | 0 | 0 | 0 | 4.103465 |
Urgent! call 09061749602 from Landline. Your complimentary 4* Tenerife Holiday or £10,000 cash await collection SAE T&Cs BOX 528 HP20 1YF 150ppm 18+
| 1 | 149 | 23 | 1 | 4 | 1 | 66.42337 | 0.114094 | 0.187919 | 0.006711 | 0 | 2 | 5.041309 |
Better. Made up for Friday and stuffed myself like a pig yesterday. Now I feel bleh. But at least its not writhing pain kind of bleh.
| 0 | 134 | 26 | 0 | 1 | 0.961538 | 93.915256 | 0.044776 | 0 | 0 | 0 | 0 | 4.267251 |
No we sell it all so we'll have tons if coins. Then sell our coins to someone thru paypal. Voila! Money back in life pockets:)
| 0 | 127 | 25 | 1 | 0 | 0.96 | 93.472667 | 0.031496 | 0 | 0.007874 | 0 | 0 | 4.224131 |
Theyre doing it to lots of places. Only hospitals and medical places are safe.
| 0 | 79 | 14 | 0 | 0 | 0.999999 | 66.787143 | 0.025316 | 0 | 0 | 0 | 0 | 4.087864 |
How about getting in touch with folks waiting for company? Just txt back your NAME and AGE to opt in! Enjoy the community (150p/SMS)
| 1 | 133 | 24 | 2 | 0 | 1 | 82.39 | 0.097744 | 0.022556 | 0.007519 | 0 | 0 | 4.652264 |
And also I've sorta blown him off a couple times recently so id rather not text him out of the blue looking for weed
| 0 | 117 | 24 | 0 | 0 | 0.958333 | 73.2 | 0.017094 | 0 | 0 | 0 | 0 | 4.167391 |
I sent my scores to sophas and i had to do secondary application for a few schools. I think if you are thinking of applying, do a research on cost also. Contact joke ogunrinde, her school is one me the less expensive ones
| 0 | 222 | 43 | 0 | 1 | 0.906977 | 78.175039 | 0.013514 | 0 | 0 | 0 | 0 | 4.138491 |
I cant wait to see you! How were the photos were useful? :)
| 0 | 60 | 13 | 2 | 0 | 0.923076 | 102.045 | 0.033333 | 0 | 0.016667 | 0 | 0 | 4.01108 |
Ur cash-balance is currently 500 pounds - to maximize ur cash-in now send GO to 86688 only 150p/msg. CC: 08718720201 PO BOX 114/14 TCR/W1
| 1 | 138 | 24 | 0 | 2 | 0.958333 | 73.779891 | 0.101449 | 0.202899 | 0 | 0 | 2 | 4.954666 |
Hey i booked the kb on sat already... what other lessons are we going for ah? Keep your sat night free we need to meet and confirm our lodging
| 0 | 144 | 29 | 3 | 1 | 0.931034 | 89.085402 | 0.013889 | 0 | 0 | 0 | 1 | 4.119852 |
Chk in ur belovd ms dict
| 0 | 25 | 6 | 0 | 0 | 0.999998 | 116.145 | 0.04 | 0 | 0 | 0 | 0 | 4.019471 |
Is that what time you want me to come?
| 0 | 39 | 9 | 1 | 0 | 0.999999 | 113.1 | 0.025641 | 0 | 0 | 0 | 0 | 3.682086 |
Awesome, lemme know whenever you're around
| 0 | 43 | 6 | 0 | 1 | 0.999998 | 45.645 | 0.023256 | 0 | 0 | 0 | 0 | 3.92326 |
Shb b ok lor... Thanx...
| 0 | 25 | 5 | 4 | 0 | 0.999998 | 100.24 | 0.08 | 0 | 0 | 0 | 0 | 3.463465 |
Beautiful Truth against Gravity.. Read carefully: "Our heart feels light when someone is in it.. But it feels very heavy when someone leaves it.." GOOD NIGHT
| 0 | 158 | 26 | 6 | 0 | 0.884615 | 74.392179 | 0.094937 | 0 | 0 | 0 | 0 | 4.444321 |
Also remember to get dobby's bowl from your car
| 0 | 48 | 9 | 0 | 0 | 0.999999 | 75.5 | 0.020833 | 0 | 0 | 0 | 0 | 3.920915 |
Filthy stories and GIRLS waiting for your
| 1 | 42 | 7 | 0 | 0 | 0.999999 | 78.872857 | 0.142857 | 0 | 0 | 0 | 0 | 4.30245 |
Sorry i now then c ur msg... Yar lor so poor thing... But only 4 one night... Tmr u'll have a brand new room 2 sleep in...
| 0 | 123 | 27 | 8 | 1 | 1 | 109.117083 | 0.03252 | 0.01626 | 0 | 0 | 0 | 4.18115 |
Love isn't a decision, it's a feeling. If we could decide who to love, then, life would be much simpler, but then less magical
| 0 | 127 | 24 | 0 | 0 | 0.958333 | 78.33 | 0.015748 | 0 | 0 | 0 | 0 | 4.235623 |
Welp apparently he retired
| 0 | 27 | 4 | 0 | 0 | 0.999998 | 33.575 | 0.037037 | 0 | 0 | 0 | 0 | 3.574358 |
My sort code is and acc no is . The bank is natwest. Can you reply to confirm i've sent this to the right person!
| 0 | 115 | 25 | 1 | 0 | 0.88 | 100.015 | 0.026087 | 0 | 0.008696 | 0 | 0 | 4.147652 |
Where @
| 0 | 8 | 2 | 0 | 0 | 0.999995 | 121.22 | 0.125 | 0 | 0 | 0 | 0 | 2.75 |
U sure u can't take any sick time?
| 0 | 35 | 8 | 1 | 0 | 0.999999 | 103.54 | 0.028571 | 0 | 0 | 0 | 0 | 3.817393 |
URGENT! We are trying to contact U. Todays draw shows that you have won a £800 prize GUARANTEED. Call 09050001808 from land line. Claim M95. Valid12hrs only
| 1 | 157 | 27 | 1 | 7 | 1 | 91.166667 | 0.146497 | 0.11465 | 0.006369 | 0 | 3 | 4.865068 |
Yo chad which gymnastics class do you wanna take? The site says Christians class is full..
| 0 | 91 | 16 | 3 | 0 | 0.937499 | 92.965 | 0.032967 | 0 | 0 | 0 | 0 | 4.143553 |
Or better still can you catch her and let ask her if she can sell <#> for me.
| 0 | 86 | 18 | 0 | 0 | 0.888888 | 94.565 | 0.011628 | 0 | 0 | 0 | 0 | 4.079218 |
I am not sure about night menu. . . I know only about noon menu
| 0 | 64 | 15 | 0 | 1 | 0.799999 | 83.099038 | 0.03125 | 0 | 0 | 0 | 0 | 3.819006 |
What do u want when i come back?.a beautiful necklace as a token of my heart for you.thats what i will give but ONLY to MY WIFE OF MY LIKING.BE THAT AND SEE..NO ONE can give you that.dont call me.i will wait till i come.
| 0 | 221 | 45 | 3 | 1 | 0.888889 | 100.67 | 0.171946 | 0 | 0 | 0 | 0 | 4.641265 |
Are you willing to go for aptitude class.
| 0 | 42 | 8 | 0 | 0 | 0.999999 | 82.39 | 0.02381 | 0 | 0 | 0 | 0 | 4.1086 |
It wont b until 2.15 as trying 2 sort house out, is that ok?
| 0 | 61 | 14 | 1 | 1 | 0.999999 | 97.001429 | 0.016393 | 0.065574 | 0 | 0 | 0 | 4.062212 |
Yar lor he wan 2 go c horse racing today mah, so eat earlier lor. I ate chicken rice. U?
| 0 | 89 | 20 | 1 | 0 | 1 | 90.935 | 0.033708 | 0.011236 | 0 | 0 | 0 | 4.047703 |
Haha awesome, omw back now then
| 0 | 32 | 6 | 0 | 1 | 0.999998 | 87.945 | 0.03125 | 0 | 0 | 0 | 0 | 3.753928 |
Yup i thk so until e shop closes lor.
| 0 | 38 | 9 | 0 | 0 | 0.999999 | 94.3 | 0.026316 | 0 | 0 | 0 | 0 | 3.754378 |
what is your account number?
| 0 | 29 | 5 | 1 | 0 | 0.999998 | 83.32 | 0 | 0 | 0 | 0 | 0 | 4.004364 |
Eh u send wrongly lar...
| 0 | 25 | 5 | 2 | 0 | 0.999998 | 100.24 | 0.04 | 0 | 0 | 0 | 0 | 3.893661 |
Hey no I ad a crap nite was borin without ya 2 boggy with me u boring biatch! Thanx but u wait til nxt time il ave ya
| 0 | 119 | 28 | 1 | 0 | 0.928571 | 86.875 | 0.02521 | 0.008403 | 0.008403 | 0 | 0 | 4.087152 |
Ok i shall talk to him
| 0 | 23 | 6 | 0 | 0 | 0.999998 | 102.045 | 0.043478 | 0 | 0 | 0 | 0 | 3.377278 |
Dont hesitate. You know this is the second time she has had weakness like that. So keep i notebook of what she eat and did the day before or if anything changed the day before so that we can be sure its nothing
| 0 | 211 | 43 | 0 | 1 | 0.883721 | 80.738081 | 0.014218 | 0 | 0 | 0 | 0 | 3.992419 |
Hey you can pay. With salary de. Only <#> .
| 0 | 51 | 10 | 0 | 0 | 0.999999 | 80.0675 | 0.058824 | 0 | 0 | 0 | 0 | 4.200002 |
Another month. I need chocolate weed and alcohol.
| 0 | 50 | 8 | 0 | 0 | 0.999999 | 61.24 | 0.04 | 0 | 0 | 0 | 0 | 3.794947 |
If he started searching he will get job in few days.he have great potential and talent.
| 0 | 88 | 16 | 0 | 0 | 0.937499 | 87.6775 | 0.011364 | 0 | 0 | 0 | 0 | 4.062887 |
Reckon need to be in town by eightish to walk from * carpark.
| 0 | 62 | 13 | 0 | 0 | 0.923076 | 95.955 | 0.016129 | 0 | 0 | 0 | 0 | 4.191964 |
Congrats! 2 mobile 3G Videophones R yours. call 09063458130 now! videochat wid your mates, play java games, Dload polyPH music, noline rentl.
| 1 | 142 | 22 | 2 | 2 | 1 | 91.718939 | 0.049296 | 0.091549 | 0.014085 | 0 | 0 | 4.798477 |
LOOK AT THE FUCKIN TIME. WHAT THE FUCK YOU THINK IS UP
| 0 | 55 | 12 | 0 | 0 | 0.916666 | 116.145 | 0.763636 | 0 | 0 | 0 | 0 | 3.9073 |
Yo guess what I just dropped
| 0 | 29 | 6 | 0 | 0 | 0.999998 | 116.145 | 0.068966 | 0 | 0 | 0 | 0 | 3.879894 |
Carlos says he'll be at mu in <#> minutes
| 0 | 50 | 9 | 0 | 0 | 0.999999 | 84.9 | 0.02 | 0 | 0 | 0 | 0 | 4.069275 |
I'm in office now . I will call you <#> min:)
| 0 | 54 | 11 | 0 | 2 | 0.999999 | 100.24 | 0.037037 | 0 | 0 | 0 | 0 | 4.122684 |
Geeee ... I miss you already, you know ? Your all I can think about. Fuck, I can't wait till next year when we will be together ... *loving kiss*
| 0 | 146 | 30 | 5 | 1 | 0.866666 | 94.3 | 0.041096 | 0 | 0 | 0 | 0 | 4.367969 |
Yun ah.the ubi one say if ü wan call by tomorrow.call 67441233 look for irene.ere only got bus8,22,65,61,66,382. Ubi cres,ubi tech park.6ph for 1st 5wkg days.èn
| 0 | 161 | 26 | 0 | 1 | 0.961538 | 97.433923 | 0.012422 | 0.142857 | 0 | 0 | 0 | 4.75496 |
Ugh. Gotta drive back to sd from la. My butt is sore.
| 0 | 54 | 12 | 0 | 0 | 0.999999 | 109.095 | 0.055556 | 0 | 0 | 0 | 0 | 4.186685 |
26th OF JULY
| 0 | 13 | 3 | 0 | 0 | 0.999997 | 90.99 | 0.461538 | 0.153846 | 0 | 0 | 0 | 3.546594 |
Hi im having the most relaxing time ever! we have to get up at 7am every day! was the party good the other night? I get home tomorrow at 5ish.
| 0 | 143 | 30 | 3 | 0 | 0.866666 | 86.4225 | 0.013986 | 0.013986 | 0.013986 | 0 | 0 | 4.070936 |
Up to ü... Ü wan come then come lor... But i din c any stripes skirt...
| 0 | 72 | 16 | 6 | 0 | 0.937499 | 111.534167 | 0.041667 | 0 | 0 | 0 | 0 | 4.072606 |
The Xmas story is peace.. The Xmas msg is love.. The Xmas miracle is jesus.. Hav a blessed month ahead & wish U Merry Xmas...
| 0 | 130 | 25 | 8 | 0 | 0.76 | 95.58725 | 0.076923 | 0 | 0 | 0 | 0 | 4.204454 |
I can't, I don't have her number!
| 0 | 34 | 7 | 1 | 0 | 0.857142 | 103.044286 | 0.058824 | 0 | 0.029412 | 0 | 0 | 3.998653 |
Change again... It's e one next to escalator...
| 0 | 48 | 8 | 4 | 0 | 0.999999 | 71.815 | 0.041667 | 0 | 0 | 0 | 0 | 3.852974 |
Yetunde i'm in class can you not run water on it to make it ok. Pls now.
| 0 | 73 | 17 | 0 | 1 | 0.941176 | 95.027059 | 0.027397 | 0 | 0 | 0 | 0 | 3.96817 |
Not a lot has happened here. Feels very quiet. Beth is at her aunts and charlie is working lots. Just me and helen in at the mo. How have you been?
| 0 | 149 | 31 | 1 | 0 | 0.903226 | 99.567806 | 0.033557 | 0 | 0 | 0 | 0 | 4.156125 |
Then ü wait 4 me at bus stop aft ur lect lar. If i dun c ü then i go get my car then come back n pick ü.
| 0 | 105 | 29 | 0 | 0 | 0.896551 | 107.5175 | 0.019048 | 0.009524 | 0 | 0 | 0 | 4.110284 |
Aight will do, thanks again for comin out
| 0 | 42 | 8 | 0 | 0 | 0.999999 | 103.54 | 0.02381 | 0 | 0 | 0 | 0 | 4.060981 |
No..but heard abt tat..
| 0 | 24 | 4 | 4 | 0 | 0.999998 | 118.175 | 0.041667 | 0 | 0 | 0 | 0 | 3.438722 |
<#> am I think? Should say on syllabus
| 0 | 46 | 8 | 1 | 0 | 0.999999 | 86.45 | 0.043478 | 0 | 0 | 0 | 0 | 4.213461 |
Umma. Did she say anything
| 0 | 27 | 5 | 0 | 0 | 0.999998 | 66.4 | 0.074074 | 0 | 0 | 0 | 0 | 3.83804 |
Give me a sec to think think about it
| 0 | 38 | 9 | 0 | 0 | 0.888888 | 103.7 | 0.026316 | 0 | 0 | 0 | 0 | 3.712019 |
Panasonic & BluetoothHdset FREE. Nokia FREE. Motorola FREE & DoubleMins & DoubleTxt on Orange contract. Call MobileUpd8 on 08000839402 or call 2optout
| 1 | 151 | 22 | 0 | 2 | 0.818181 | 40.11193 | 0.165563 | 0.086093 | 0 | 0 | 3 | 4.737629 |
I don't quite know what to do. I still can't get hold of anyone. I cud pick you up bout 7.30pm and we can see if they're in the pub?
| 0 | 133 | 30 | 1 | 1 | 0.933333 | 108.9825 | 0.022556 | 0.022556 | 0 | 0 | 0 | 4.303197 |
Poyyarikatur,kolathupalayam,unjalur post,erode dis, <#> .
| 0 | 64 | 5 | 0 | 0 | 0.999998 | -29.875 | 0.015625 | 0 | 0 | 0 | 0 | 4.43725 |
Dear Hero,i am leaving to qatar tonite for an apt opportunity.pls do keep in touch at <EMAIL> ,kerala
| 0 | 109 | 18 | 0 | 0 | 0.999999 | 61.4 | 0.06422 | 0 | 0 | 0 | 0 | 4.37991 |
Lol I would but my mom would have a fit and tell the whole family how crazy and terrible I am
| 0 | 94 | 21 | 0 | 0 | 0.857142 | 80.777143 | 0.031915 | 0 | 0 | 0 | 0 | 4.050882 |
I just got home babe, are you still awake ?
| 0 | 44 | 10 | 1 | 0 | 0.999999 | 103.7 | 0.022727 | 0 | 0 | 0 | 0 | 4.049452 |
I dunno they close oredi not... Ü v ma fan...
| 0 | 46 | 10 | 4 | 0 | 0.999999 | 100.24 | 0.043478 | 0 | 0 | 0 | 0 | 3.984562 |
Just buy a pizza. Meat lovers or supreme. U get to pick.
| 0 | 57 | 12 | 0 | 1 | 0.999999 | 97.025 | 0.052632 | 0 | 0 | 0 | 0 | 4.167143 |
Ya, told..she was asking wats matter?
| 0 | 38 | 6 | 3 | 0 | 0.999998 | 73.845 | 0.026316 | 0 | 0 | 0 | 0 | 4.057946 |
Dear,regret i cudnt pick call.drove down frm ctla now at cochin home.left mobile in car..ente style ishtamayoo?happy bakrid!
| 0 | 125 | 18 | 4 | 2 | 0.999999 | 61.2675 | 0.008 | 0 | 0.008 | 0 | 0 | 4.40003 |
FREE for 1st week! No1 Nokia tone 4 ur mob every week just txt NOKIA to 8007 Get txting and tell ur mates www.getzed.co.uk POBox 36504 W45WQ norm150p/tone 16+
| 1 | 159 | 29 | 1 | 1 | 0.965517 | 80.333678 | 0.113208 | 0.119497 | 0.006289 | 1 | 1 | 4.892099 |
Shall i send that exe to your mail id.
| 0 | 39 | 9 | 0 | 0 | 0.999999 | 113.1 | 0.025641 | 0 | 0 | 0 | 0 | 3.90657 |
Nope watching tv at home... Not going out. V bored...
| 0 | 54 | 10 | 4 | 0 | 0.999999 | 91.78 | 0.055556 | 0 | 0 | 0 | 0 | 3.999147 |
Don know..wait i will check it.
| 0 | 32 | 6 | 2 | 1 | 0.999998 | 116.145 | 0.03125 | 0 | 0 | 0 | 0 | 3.715018 |
Good afternoon on this glorious anniversary day, my sweet J !! I hope this finds you happy and content, my Prey. I think of you and send a teasing kiss from across the sea coaxing images of fond souveniers ... You Cougar-Pen
| 0 | 225 | 42 | 4 | 0 | 0.857143 | 72.746667 | 0.035556 | 0 | 0.008889 | 0 | 0 | 4.320874 |
Guess what! Somebody you know secretly fancies you! Wanna find out who it is? Give us a call on 09065394514 From Landline DATEBox1282EssexCM61XN 150p/min 18
| 1 | 157 | 25 | 3 | 3 | 1 | 76.552667 | 0.101911 | 0.140127 | 0.012739 | 0 | 0 | 5.00902 |
We still on for tonight?
| 0 | 25 | 5 | 1 | 0 | 0.999998 | 100.24 | 0.04 | 0 | 0 | 0 | 0 | 3.703465 |
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