Datasets:

ucirvine
/

sms_spam

sms stringlengths 3 911	label class label 2 classes
Go until jurong point, crazy.. Available only in bugis n great world la e buffet... Cine there got amore wat...	0ham
Ok lar... Joking wif u oni...	0ham
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	1spam
U dun say so early hor... U c already then say...	0ham
Nah I don't think he goes to usf, he lives around here though	0ham
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, £1.50 to rcv	1spam
Even my brother is not like to speak with me. They treat me like aids patent.	0ham
As per your request 'Melle Melle (Oru Minnaminunginte Nurungu Vettam)' has been set as your callertune for all Callers. Press *9 to copy your friends Callertune	0ham
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.	1spam
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	1spam
I'm gonna be home soon and i don't want to talk about this stuff anymore tonight, k? I've cried enough today.	0ham
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	1spam
URGENT! You have won a 1 week FREE membership in our £100,000 Prize Jackpot! Txt the word: CLAIM to No: 81010 T&C www.dbuk.net LCCLTD POBOX 4403LDNW1A7RW18	1spam
I've been searching for the right words to thank you for this breather. I promise i wont take your help for granted and will fulfil my promise. You have been wonderful and a blessing at all times.	0ham
I HAVE A DATE ON SUNDAY WITH WILL!!	0ham
XXXMobileMovieClub: To use your credit, click the WAP link in the next txt message or click here>> http://wap. xxxmobilemovieclub.com?n=QJKGIGHJJGCBL	1spam
Oh k...i'm watching here:)	0ham
Eh u remember how 2 spell his name... Yes i did. He v naughty make until i v wet.	0ham
Fine if thats the way u feel. Thats the way its gota b	0ham
England v Macedonia - dont miss the goals/team news. Txt ur national team to 87077 eg ENGLAND to 87077 Try:WALES, SCOTLAND 4txt/ú1.20 POBOXox36504W45WQ 16+	1spam
Is that seriously how you spell his name?	0ham
I‘m going to try for 2 months ha ha only joking	0ham
So ü pay first lar... Then when is da stock comin...	0ham
Aft i finish my lunch then i go str down lor. Ard 3 smth lor. U finish ur lunch already?	0ham
Ffffffffff. Alright no way I can meet up with you sooner?	0ham
Just forced myself to eat a slice. I'm really not hungry tho. This sucks. Mark is getting worried. He knows I'm sick when I turn down pizza. Lol	0ham
Lol your always so convincing.	0ham
Did you catch the bus ? Are you frying an egg ? Did you make a tea? Are you eating your mom's left over dinner ? Do you feel my Love ?	0ham
I'm back & we're packing the car now, I'll let you know if there's room	0ham
Ahhh. Work. I vaguely remember that! What does it feel like? Lol	0ham
Wait that's still not all that clear, were you not sure about me being sarcastic or that that's why x doesn't want to live with us	0ham
Yeah he got in at 2 and was v apologetic. n had fallen out and she was actin like spoilt child and he got caught up in that. Till 2! But we won't go there! Not doing too badly cheers. You?	0ham
K tell me anything about you.	0ham
For fear of fainting with the of all that housework you just did? Quick have a cuppa	0ham
Thanks for your subscription to Ringtone UK your mobile will be charged £5/month Please confirm by replying YES or NO. If you reply NO you will not be charged	1spam
Yup... Ok i go home look at the timings then i msg ü again... Xuhui going to learn on 2nd may too but her lesson is at 8am	0ham
Oops, I'll let you know when my roommate's done	0ham
I see the letter B on my car	0ham
Anything lor... U decide...	0ham
Hello! How's you and how did saturday go? I was just texting to see if you'd decided to do anything tomo. Not that i'm trying to invite myself or anything!	0ham
Pls go ahead with watts. I just wanted to be sure. Do have a great weekend. Abiola	0ham
Did I forget to tell you ? I want you , I need you, I crave you ... But most of all ... I love you my sweet Arabian steed ... Mmmmmm ... Yummy	0ham
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	1spam
WHO ARE YOU SEEING?	0ham
Great! I hope you like your man well endowed. I am <#> inches...	0ham
No calls..messages..missed calls	0ham
Didn't you get hep b immunisation in nigeria.	0ham
Fair enough, anything going on?	0ham
Yeah hopefully, if tyler can't do it I could maybe ask around a bit	0ham
U don't know how stubborn I am. I didn't even want to go to the hospital. I kept telling Mark I'm not a weak sucker. Hospitals are for weak suckers.	0ham
What you thinked about me. First time you saw me in class.	0ham
A gram usually runs like <#> , a half eighth is smarter though and gets you almost a whole second gram for <#>	0ham
K fyi x has a ride early tomorrow morning but he's crashing at our place tonight	0ham
Wow. I never realized that you were so embarassed by your accomodations. I thought you liked it, since i was doing the best i could and you always seemed so happy about "the cave". I'm sorry I didn't and don't have more to give. I'm sorry i offered. I'm sorry your room was so embarassing.	0ham
SMS. ac Sptv: The New Jersey Devils and the Detroit Red Wings play Ice Hockey. Correct or Incorrect? End? Reply END SPTV	1spam
Do you know what Mallika Sherawat did yesterday? Find out now @ <URL>	0ham
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!	1spam
Sorry, I'll call later in meeting.	0ham
Tell where you reached	0ham
Yes..gauti and sehwag out of odi series.	0ham
Your gonna have to pick up a $1 burger for yourself on your way home. I can't even move. Pain is killing me.	0ham
Ha ha ha good joke. Girls are situation seekers.	0ham
Its a part of checking IQ	0ham
Sorry my roommates took forever, it ok if I come by now?	0ham
Ok lar i double check wif da hair dresser already he said wun cut v short. He said will cut until i look nice.	0ham
As a valued customer, I am pleased to advise you that following recent review of your Mob No. you are awarded with a £1500 Bonus Prize, call 09066364589	1spam
Today is "song dedicated day.." Which song will u dedicate for me? Send this to all ur valuable frnds but first rply me...	0ham
Urgent UR awarded a complimentary trip to EuroDisinc Trav, Aco&Entry41 Or £1000. To claim txt DIS to 87121 18+6*£1.50(moreFrmMob. ShrAcomOrSglSuplt)10, LS1 3AJ	1spam
Did you hear about the new "Divorce Barbie"? It comes with all of Ken's stuff!	1spam
I plane to give on this month end.	0ham
Wah lucky man... Then can save money... Hee...	0ham
Finished class where are you.	0ham
HI BABE IM AT HOME NOW WANNA DO SOMETHING? XX	0ham
K..k:)where are you?how did you performed?	0ham
U can call me now...	0ham
I am waiting machan. Call me once you free.	0ham
Thats cool. i am a gentleman and will treat you with dignity and respect.	0ham
I like you peoples very much:) but am very shy pa.	0ham
Does not operate after <#> or what	0ham
Its not the same here. Still looking for a job. How much do Ta's earn there.	0ham
Sorry, I'll call later	0ham
K. Did you call me just now ah?	0ham
Ok i am on the way to home hi hi	0ham
You will be in the place of that man	0ham
Yup next stop.	0ham
I call you later, don't have network. If urgnt, sms me.	0ham
For real when u getting on yo? I only need 2 more tickets and one more jacket and I'm done. I already used all my multis.	0ham
Yes I started to send requests to make it but pain came back so I'm back in bed. Double coins at the factory too. I gotta cash in all my nitros.	0ham
I'm really not up to it still tonight babe	0ham
Ela kano.,il download, come wen ur free..	0ham
Yeah do! Don‘t stand to close tho- you‘ll catch something!	0ham
Sorry to be a pain. Is it ok if we meet another night? I spent late afternoon in casualty and that means i haven't done any of y stuff42moro and that includes all my time sheets and that. Sorry.	0ham
Smile in Pleasure Smile in Pain Smile when trouble pours like Rain Smile when sum1 Hurts U Smile becoz SOMEONE still Loves to see u Smiling!!	0ham
Please call our customer service representative on 0800 169 6031 between 10am-9pm as you have WON a guaranteed £1000 cash or £5000 prize!	1spam
Havent planning to buy later. I check already lido only got 530 show in e afternoon. U finish work already?	0ham
Your free ringtone is waiting to be collected. Simply text the password "MIX" to 85069 to verify. Get Usher and Britney. FML, PO Box 5249, MK17 92H. 450Ppw 16	1spam
Watching telugu movie..wat abt u?	0ham
i see. When we finish we have loads of loans to pay	0ham
Hi. Wk been ok - on hols now! Yes on for a bit of a run. Forgot that i have hairdressers appointment at four so need to get home n shower beforehand. Does that cause prob for u?"	0ham
I see a cup of coffee animation	0ham

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Dataset Card for [Dataset Name]

Dataset Summary

The SMS Spam Collection v.1 is a public set of SMS labeled messages that have been collected for mobile phone spam research. It has one collection composed by 5,574 English, real and non-enconded messages, tagged according being legitimate (ham) or spam.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

English

Dataset Structure

Data Instances

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Data Fields

sms: the sms message
label: indicating if the sms message is ham or spam, ham means it is not spam

Data Splits

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

@inproceedings{Almeida2011SpamFiltering, title={Contributions to the Study of SMS Spam Filtering: New Collection and Results}, author={Tiago A. Almeida and Jose Maria Gomez Hidalgo and Akebo Yamakami}, year={2011}, booktitle = "Proceedings of the 2011 ACM Symposium on Document Engineering (DOCENG'11)", }