mshenoda/roberta-spam
Text Classification
•
0.1B
•
Updated
•
517
•
31
Dataset Viewer
label
stringclasses 2
values | text
stringlengths 1
228k
|
|---|---|
ham
|
Funny fact Nobody teaches volcanoes 2 erupt, tsunamis 2 arise, hurricanes 2 sway aroundn no 1 teaches hw 2 choose a wife Natural disasters just happens
|
ham
|
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
|
spam
|
We know someone who you know that fancies you. Call 09058097218 to find out who. POBox 6, LS15HB 150p
|
ham
|
Only if you promise your getting out as SOON as you can. And you'll text me in the morning to let me know you made it in ok.
|
spam
|
Congratulations ur awarded either �500 of CD gift vouchers & Free entry 2 our �100 weekly draw txt MUSIC to 87066 TnCs www.Ldew.com1win150ppmx3age16
|
ham
|
I'll text carlos and let you know, hang on
|
ham
|
K.i did't see you.:)k:)where are you now?
|
ham
|
No message..no responce..what happend?
|
ham
|
Get down in gandhipuram and walk to cross cut road. Right side <#> street road and turn at first right.
|
ham
|
You flippin your shit yet?
|
ham
|
For real tho this sucks. I can't even cook my whole electricity is out. And I'm hungry.
|
spam
|
Free tones Hope you enjoyed your new content. text stop to 61610 to unsubscribe. help:08712400602450p Provided by tones2you.co.uk
|
ham
|
I'm wif him now buying tix lar...
|
ham
|
Call me when u finish then i come n pick u.
|
ham
|
Dear how is chechi. Did you talk to her
|
ham
|
What's up. Do you want me to come online?
|
ham
|
Were somewhere on Fredericksburg
|
spam
|
URGENT! Your mobile was awarded a �1,500 Bonus Caller Prize on 27/6/03. Our final attempt 2 contact U! Call 08714714011
|
ham
|
When can �_ come out?
|
ham
|
K, if u bored up just come to my home..
|
ham
|
Can �_ call me at 10:10 to make sure dat i've woken up...
|
ham
|
Boy; I love u Grl: Hogolo Boy: gold chain kodstini Grl: Agalla Boy: necklace madstini Grl: agalla Boy: Hogli 1 mutai eerulli kodthini! Grl: I love U kano;-)
|
ham
|
A bloo bloo bloo I'll miss the first bowl
|
ham
|
Yeah sure, give me a couple minutes to track down my wallet
|
spam
|
This is the 2nd time we have tried 2 contact u. U have won the �750 Pound prize. 2 claim is easy, call 087187272008 NOW1! Only 10p per minute. BT-national-rate.
|
ham
|
No it was cancelled yeah baby! Well that sounds important so i understand my darlin give me a ring later on this fone love Kate x
|
ham
|
Its not the same here. Still looking for a job. How much do Ta's earn there.
|
ham
|
Gud gud..k, chikku tke care.. sleep well gud nyt
|
ham
|
I'll reach in ard 20 mins ok...
|
ham
|
Wat �_ doing now?
|
ham
|
Done it but internet connection v slow and can���t send it. Will try again later or first thing tomo.
|
ham
|
Yup. Izzit still raining heavily cos i'm in e mrt i can't c outside.
|
spam
|
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+
|
ham
|
Can you pls send me that company name. In saibaba colany
|
ham
|
I can't speak, bcaz mobile have problem. I can listen you but you cann't listen my voice. So i calls you later.
|
ham
|
Yes i think so. I am in office but my lap is in room i think thats on for the last few days. I didnt shut that down
|
ham
|
Yeah it's jus rite...
|
ham
|
Hey mate. Spoke to the mag people. We���re on. the is deliver by the end of the month. Deliver on the 24th sept. Talk later.
|
ham
|
I know you mood off today
|
ham
|
Alrite jod hows the revision goin? Keris bin doin a smidgin. N e way u wanna cum over after college?xx
|
ham
|
see, i knew giving you a break a few times woul lead to you always wanting to miss curfew. I was gonna gibe you 'til one, but a MIDNIGHT movie is not gonna get out til after 2. You need to come home. You need to getsleep and, if anything, you need to b studdying ear training.
|
ham
|
Lol ... I knew that .... I saw him in the dollar store
|
spam
|
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
|
ham
|
Hey gals...U all wanna meet 4 dinner at n��te?
|
ham
|
Aft i finish my lunch then i go str down lor. Ard 3 smth lor. U finish ur lunch already?
|
ham
|
Y cant u try new invention to fly..i'm not joking.,
|
ham
|
that would be good ��_ I'll phone you tomo lunchtime, shall I, to organise something?
|
ham
|
LOL that would be awesome payback.
|
ham
|
You'd like that wouldn't you? Jerk!
|
ham
|
Yeah there's barely enough room for the two of us, x has too many fucking shoes. Sorry man, see you later
|
spam
|
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
|
ham
|
He remains a bro amongst bros
|
spam
|
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
|
ham
|
If you're not in my car in an hour and a half I'm going apeshit
|
ham
|
Cool, text me when you head out
|
ham
|
That's y i said it's bad dat all e gals know u... Wat u doing now?
|
ham
|
I know girls always safe and selfish know i got it pa. Thank you. good night.
|
ham
|
Ok.. �� finishing soon?
|
ham
|
life alle mone,eppolum oru pole allalo
|
ham
|
If i let you do this, i want you in the house by 8am.
|
ham
|
Daddy will take good care of you :)
|
spam
|
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
|
ham
|
Just do what ever is easier for you
|
ham
|
But i have to. I like to have love and arrange.
|
ham
|
HI DARLIN I HOPE YOU HAD A NICE NIGHT I WISH I HAD COME CANT WAIT TO SEE YOU LOVE FRAN PS I WANT DIRTY ANAL SEX AND I WANT A 10 MAN GANG BANG
|
ham
|
Goodmorning, Today i am late for <#> min.
|
ham
|
As per your request 'Maangalyam (Alaipayuthe)' has been set as your callertune for all Callers. Press *9 to copy your friends Callertune
|
ham
|
I wish u were here. I feel so alone
|
ham
|
Awesome question with a cute answer: Someone asked a boy \how is ur life?\" . . He smiled & answered: . . \"She is fine!\" Gudnite"
|
spam
|
Ur HMV Quiz cash-balance is currently �500 - to maximize ur cash-in now send HMV1 to 86688 only 150p/msg
|
ham
|
So wat's da decision?
|
ham
|
K.k:)advance happy pongal.
|
ham
|
Unless it's a situation where YOU GO GURL would be more appropriate
|
ham
|
Honeybee Said: *I'm d Sweetest in d World* God Laughed & Said: *Wait,U Havnt Met d Person Reading This Msg* MORAL: Even GOD Can Crack Jokes! GM+GN+GE+GN:)
|
ham
|
THAT��S ALRITE GIRL, U KNOW GAIL IS NEVA WRONG!!TAKE CARE SWEET AND DON��T WORRY.C U L8TR HUN!LOVE Yaxxx
|
spam
|
WINNER!! As a valued network customer you have been selected to receivea �900 prize reward! To claim call 09061701461. Claim code KL341. Valid 12 hours only.
|
ham
|
There's someone here that has a year <#> toyota camry like mr olayiwola's own. Mileage is <#> k.its clean but i need to know how much will it sell for. If i can raise the dough for it how soon after landing will it sell. Holla back.
|
ham
|
Ma head dey swell oh. Thanks for making my day
|
ham
|
Ok... Take ur time n enjoy ur dinner...
|
ham
|
Sad story of a Man - Last week was my b'day. My Wife did'nt wish me. My Parents forgot n so did my Kids . I went to work. Even my Colleagues did not wish. As I entered my cabin my PA said, '' Happy B'day Boss !!''. I felt special. She askd me 4 lunch. After lunch she invited me to her apartment. We went there. She said,'' do u mind if I go into the bedroom for a minute ? '' ''OK'', I sed in a sexy mood. She came out 5 minuts latr wid a cake...n My Wife, My Parents, My Kidz, My Friends n My Colleagues. All screaming.. SURPRISE !! and I was waiting on the sofa.. ... ..... ' NAKED...!
|
ham
|
Ok thanx... Take care then...
|
ham
|
K:)eng rocking in ashes:)
|
ham
|
I'm home...
|
ham
|
wiskey Brandy Rum Gin Beer Vodka Scotch Shampain Wine \KUDI\"yarasu dhina vaazhthukkal. .."
|
ham
|
Now thats going to ruin your thesis!
|
ham
|
Lemme know when you're here
|
ham
|
1Apple/Day=No Doctor. 1Tulsi Leaf/Day=No Cancer. 1Lemon/Day=No Fat. 1Cup Milk/day=No Bone Problms 3 Litres Watr/Day=No Diseases Snd ths 2 Whom U Care..:-)
|
ham
|
yay! finally lol. i missed our cinema trip last week :-(
|
ham
|
How did you find out in a way that didn't include all of these details
|
ham
|
Great. Hope you are using your connections from mode men also cos you can never know why old friends can lead you to today
|
ham
|
For fear of fainting with the of all that housework you just did? Quick have a cuppa
|
ham
|
Am I the only one who doesn't stalk profiles?
|
ham
|
Aiyar u so poor thing... I give u my support k... Jia you! I'll think of u...
|
ham
|
Okie... Thanx...
|
ham
|
Sorry, I'll call later
|
ham
|
Mum say we wan to go then go... Then she can shun bian watch da glass exhibition...
|
ham
|
Did you say bold, then torch later. Or one torch and 2bold?
|
ham
|
Not yet chikku..wat abt u?
|
ham
|
What was she looking for?
|
ham
|
Shopping? Eh ger i toking abt syd leh...Haha
|
End of preview. Expand
in Data Studio
Dataset
The dataset is composed of messages labeled by ham or spam, merged from three data sources:
- SMS Spam Collection https://www.kaggle.com/datasets/uciml/sms-spam-collection-dataset
- Telegram Spam Ham https://huggingface.co/datasets/thehamkercat/telegram-spam-ham/tree/main
- Enron Spam: https://huggingface.co/datasets/SetFit/enron_spam/tree/main (only used message column and labels)
The prepare script for enron is available at https://github.com/mshenoda/roberta-spam/tree/main/data/enron. The data is split 80% train 10% validation, and 10% test sets; the scripts used to split and merge of the three data sources are available at: https://github.com/mshenoda/roberta-spam/tree/main/data/utils.
For more information visit: https://github.com/mshenoda/roberta-spam
- Downloads last month
- 337
Size of downloaded dataset files:
57.1 MB
Size of the auto-converted Parquet files:
33.7 MB
Number of rows:
59,241
Models trained or fine-tuned on mshenoda/spam-messages