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
int64
spammy_words
int64
entropy
float64
Did u fix the teeth?if not do it asap.ok take care.
0
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110.822424
0.019231
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3.94864
So u wan 2 come for our dinner tonight a not?
0
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0.999999
87.997273
0.021739
0.021739
0
0
0
3.831204
Hello.How u doing?What u been up 2?When will u b moving out of the flat, cos I will need to arrange to pick up the lamp, etc. Take care. Hello caroline!
0
153
31
3
0
0.806451
81.727312
0.045752
0.006536
0.006536
0
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4.342895
Its too late:)but its k.wish you the same.
0
43
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0
0
0.999999
107.6
0.023256
0
0
0
0
3.968799
Hi. Hope ur day * good! Back from walk, table booked for half eight. Let me know when ur coming over.
0
102
21
1
1
0.95238
102.778333
0.039216
0
0.009804
0
0
4.36673
Oh yeah clearly it's my fault
0
30
6
0
0
0.999998
102.045
0.033333
0
0
0
0
3.844414
Dunno leh cant remember mayb lor. So wat time r we meeting tmr?
0
64
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0.999999
89.606731
0.03125
0
0
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3.949088
Best msg: It's hard to be with a person, when u know that one more step foward will make u fall in love.. & One step back can ruin ur friendship.. good night:-) ...
0
169
34
6
1
0.941176
97.796591
0.017751
0
0
0
0
4.433417
URGENT! Your Mobile number has been awarded with a £2000 prize GUARANTEED. Call 09061790126 from land line. Claim 3030. Valid 12hrs only 150ppm
1
144
23
1
6
1
81.348986
0.145833
0.166667
0.006944
0
3
4.923767
Vikky, come around <TIME> ..
0
36
5
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0.999998
75.875
0.138889
0
0
0
0
4.514102
And how you will do that, princess? :)
0
39
8
1
0
0.999999
103.044286
0.025641
0
0
0
0
4.249341
I have gone into get info bt dont know what to do
0
50
12
0
1
0.999999
88.905
0.02
0
0
0
0
3.612265
Yeah, probably here for a while
0
32
6
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0
0.999998
87.945
0.03125
0
0
0
0
3.753928
I'm still pretty weak today .. Bad day ?
0
41
9
3
0
0.999999
90.958571
0.04878
0
0
0
0
4.003655
Hey ! Don't forget ... You are MINE ... For ME ... My possession ... MY property ... MMM ... *childish smile* ...
0
114
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15
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0.73913
73.17
0.140351
0
0.008772
0
0
4.143916
An excellent thought by a misundrstud frnd: I knw u hate me bt the day wen u'll knw the truth u'll hate urself:-( Gn:-)
0
120
24
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0
0.833333
76.725
0.025
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0
0
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4.282869
Hey! Congrats 2u2. id luv 2 but ive had 2 go home!
0
51
12
2
0
0.916666
103.005
0.039216
0.078431
0.039216
0
0
4.175986
Dear where you. Call me
0
24
5
0
1
0.999998
117.16
0.083333
0
0
0
0
3.668296
Xy trying smth now. U eat already? We havent...
0
48
9
3
1
0.999999
89.4675
0.0625
0
0
0
0
4.136842
Urgent! Please call 09061213237 from landline. £5000 cash or a luxury 4* Canary Islands Holiday await collection. T&Cs SAE PO Box 177. M227XY. 150ppm. 16+
1
155
25
1
4
1
73.168667
0.103226
0.174194
0.006452
0
2
5.017064
I donno its in your genes or something
0
39
8
0
0
0.999999
92.965
0.025641
0
0
0
0
3.666545
XMAS iscoming & ur awarded either £500 CD gift vouchers & free entry 2 r £100 weekly draw txt MUSIC to 87066 TnC www.Ldew.com1win150ppmx3age16subscription
1
156
24
0
3
0.958333
42.223182
0.089744
0.121795
0
1
1
4.931662
Alex says he's not ok with you not being ok with it
0
52
12
0
0
0.749999
81.855
0.019231
0
0
0
0
3.887121
Are u coming to the funeral home
0
33
7
0
0
0.999999
78.872857
0.030303
0
0
0
0
3.824253
My darling sister. How are you doing. When's school resuming. Is there a minimum wait period before you reapply? Do take care
0
126
22
1
1
0.954545
71.623545
0.039683
0
0
0
0
4.377144
I.ll hand her my phone to chat wit u
0
37
9
0
0
0.999999
113.1
0.027027
0
0
0
0
3.945808
Well good morning mr . Hows london treatin' ya treacle?
0
56
10
1
0
0.999999
80.0675
0.035714
0
0
0
0
4.072381
I can't make it tonight
0
24
5
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0
0.999998
100.24
0.041667
0
0
0
0
3.668296
About <#> bucks. The banks fees are fixed. Better to call the bank and find out.
0
88
16
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1
0.999999
100.959167
0.034091
0
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0
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4.304332
I can. But it will tell quite long, cos i haven't finish my film yet...
0
72
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2
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0.999999
95.73
0.027778
0
0
0
0
4.142508
Pls ask macho how much is budget for bb bold 2 is cos i saw a new one for <#> dollars.
0
95
21
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0
0.904761
84.805714
0.010526
0.010526
0
0
0
4.201252
"Hi missed your Call and my mumHas beendropping red wine all over theplace! what is your adress?"
0
98
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2
2
0.941176
88.725147
0.030612
0
0.010204
0
0
4.305588
Ill be at yours in about 3 mins but look out for me
0
52
13
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0
0.999999
102.532308
0.019231
0.019231
0
0
0
3.815072
What you did in leave.
0
24
5
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0
0.999998
117.16
0.041667
0
0
0
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3.767894
I'm coming back on Thursday. Yay. Is it gonna be ok to get the money. Cheers. Oh yeah and how are you. Everything alright. Hows school. Or do you call it work now
0
163
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2
0.969697
93.352159
0.055215
0
0
0
0
4.338632
Jolly good! By the way, will give u tickets for sat eve 7.30. Speak before then x
0
83
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1
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0.999999
98.678088
0.036145
0.036145
0.012048
0
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4.429255
yeah, that's what I was thinking
0
33
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0.999998
102.045
0.030303
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0
0
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3.72289
K.k:)i'm going to tirunelvali this week to see my uncle ..i already spend the amount by taking dress .so only i want money.i will give it on feb 1
0
147
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2
0
0.965517
79.869353
0.006803
0.006803
0
0
0
4.266716
Here got ur favorite oyster... N got my favorite sashimi... Ok lar i dun say already... Wait ur stomach start rumbling...
0
122
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8
0
0.857142
68.563393
0.032787
0
0
0
0
4.192077
My sister going to earn more than me da.
0
41
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0
0
0.999999
94.3
0.02439
0
0
0
0
3.802078
Jus finish watching tv... U?
0
29
5
3
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0.999998
66.4
0.068966
0
0
0
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3.978334
K, fyi I'm back in my parents' place in south tampa so I might need to do the deal somewhere else
0
98
21
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0.95238
88.834286
0.030612
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0
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Good morning, my Love ... I go to sleep now and wish you a great day full of feeling better and opportunity ... You are my last thought babe, I LOVE YOU *kiss*
0
160
33
4
1
0.878788
92.643441
0.075
0
0
0
0
4.471569
Kothi print out marandratha.
0
29
4
0
0
0.999998
97.025
0.034483
0
0
0
0
3.702472
But we havent got da topic yet rite?
0
37
8
1
0
0.999999
103.54
0.027027
0
0
0
0
3.880771
Ok no problem... Yup i'm going to sch at 4 if i rem correctly...
0
65
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0.999999
84.915714
0.030769
0.015385
0
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0
4.203219
Thanks, I'll keep that in mind
0
31
6
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0
0.999998
116.145
0.064516
0
0
0
0
3.974695
Aah bless! How's your arm?
0
27
5
2
0
0.999998
117.16
0.074074
0
0.037037
0
0
4.060262
Dear Sir,Salam Alaikkum.Pride and Pleasure meeting you today at the Tea Shop.We are pleased to send you our contact number at Qatar.Rakhesh an Indian.Pls save our Number.Respectful Regards.
0
190
28
0
0
0.892857
62.165286
0.084211
0
0
0
0
4.452824
Gal n boy walking in d park. gal-can i hold ur hand? boy-y? do u think i would run away? gal-no, jst wana c how it feels walking in heaven with an prince..GN:-)
0
161
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5
0
0.909091
98.479432
0.018634
0
0
0
0
4.348793
What makes you most happy?
0
27
5
1
0
0.999998
100.24
0.037037
0
0
0
0
3.763966
Wishing you a wonderful week.
0
30
5
0
1
0.999998
66.4
0.033333
0
0
0
0
4.148394
Sweet heart how are you?
0
25
5
1
0
0.999998
117.16
0.04
0
0
0
0
3.523856
Sir, waiting for your letter.
0
30
5
0
0
0.999998
83.32
0.033333
0
0
0
0
3.923231
Dude im no longer a pisces. Im an aquarius now.
0
48
10
0
1
0.999999
74.86
0.041667
0
0
0
0
4.036967
X course it 2yrs. Just so her messages on messenger lik you r sending me
0
73
15
0
0
0.999999
86.4225
0.027397
0.013699
0
0
0
3.920225
I think steyn surely get one wicket:)
0
38
7
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0
0.999999
90.958571
0.026316
0
0
0
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3.988077
Neither [in sterm voice] - i'm studying. All fine with me! Not sure the thing will be resolved, tho. Anyway. Have a fab hols
0
126
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1
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1
94.329185
0.039683
0
0.007937
0
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4.396241
Garbage bags, eggs, jam, bread, hannaford wheat chex
0
53
8
0
0
0.999999
82.39
0.018868
0
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4.001019
No. It's not pride. I'm almost <#> years old and shouldn't be takin money from my kid. You're not supposed to have to deal with this stuff. This is grownup stuff--why i don't tell you.
0
193
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0
0.942857
98.850893
0.025907
0
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4.421271
Sounds better than my evening im just doing my costume. Im not sure what time i finish tomorrow but i will txt you at the end.
0
127
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0
0.923077
86.263077
0.015748
0
0
0
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4.120586
My birthday is on feb <#> da. .
0
40
8
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0.999999
54.701429
0.025
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0
0
0
4.089823
So when do you wanna gym?
0
26
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0.999998
102.045
0.038462
0
0
0
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3.657385
You'd like that wouldn't you? Jerk!
0
36
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0.999998
102.045
0.055556
0
0.027778
0
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4.173417
Are u awake? Is there snow there?
0
34
7
2
1
0.999999
106.596786
0.058824
0
0
0
0
3.682332
And of course you should make a stink!
0
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0.999999
114.115
0.025641
0
0.025641
0
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4.076139
u r subscribed 2 TEXTCOMP 250 wkly comp. 1st wk?s free question follows, subsequent wks charged@150p/msg.2 unsubscribe txt STOP 2 84128,custcare 08712405020
1
157
22
1
2
0.954545
72.491667
0.076433
0.165605
0
0
1
4.954123
No go. No openings for that room 'til after thanksgiving without an upcharge.
0
78
13
0
0
0.923076
63.486154
0.025641
0
0
0
0
4.158934
When you guys planning on coming over?
0
39
7
1
0
0.999999
78.872857
0.025641
0
0
0
0
3.957853
Wat ü doing now?
0
17
4
1
1
0.999998
97.025
0.058824
0
0
0
0
3.572469
No sir. That's why i had an 8-hr trip on the bus last week. Have another audition next wednesday but i think i might drive this time.
0
134
27
0
0
0.925926
92.865833
0.022388
0.007463
0
0
0
4.195609
Do I? I thought I put it back in the box
0
41
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1
0
0.90909
111.07
0.097561
0
0
0
0
3.769904
I'm home...
0
12
2
2
0
0.999995
120.205
0.083333
0
0
0
0
3.022055
No one interested. May be some business plan.
0
46
8
0
0
0.999999
86.45
0.043478
0
0
0
0
3.922095
Yup it's at paragon... I havent decided whether 2 cut yet... Hee...
0
68
12
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0.999999
80.895
0.044118
0.014706
0
0
0
4.093307
Good morning princess! Have a great day!
0
41
7
2
0
0.999999
94.511071
0.04878
0
0.04878
0
0
4.076349
Guai... Ü shd haf seen him when he's naughty... Ü so free today? Can go jogging...
0
83
16
7
1
0.937499
100.959167
0.048193
0
0
0
1
4.137256
Aiyo cos i sms ü then ü neva reply so i wait 4 ü to reply lar. I tot ü havent finish ur lab wat.
0
97
25
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0
0.8
96.0115
0.020619
0.010309
0
0
0
4.073636
Living is very simple.. Loving is also simple.. Laughing is too simple.. Winning is tooo simple.. But, Being 'SIMPLE' is very difficult...;-) :-)
0
146
23
10
1
0.652174
60.087182
0.082192
0
0
0
0
4.483194
Tell me something. Thats okay.
0
31
5
0
0
0.999998
83.32
0.064516
0
0
0
0
3.962103
Hmm. Shall i bring a bottle of wine to keep us amused? Just joking! I'll still bring a bottle. Red or white? See you tomorrow
0
126
25
3
1
0.92
95.58725
0.047619
0
0.007937
0
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4.359995
This is ur face test ( 1 2 3 4 5 6 7 8 9 <#> ) select any number i will tell ur face astrology.... am waiting. quick reply...
0
134
30
6
0
0.933333
66.622143
0.007463
0.067164
0
0
0
4.452468
Hey, iouri gave me your number, I'm wylie, ryan's friend
0
57
10
0
0
0.999999
86.705
0.035088
0
0
0
0
4.136955
Yep get with the program. You're slacking.
0
43
7
0
0
0.999999
90.958571
0.046512
0
0
0
0
4.222208
I'm in inside office..still filling forms.don know when they leave me.
0
71
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2
1
0.999999
80.058788
0.014085
0
0
0
0
4.161699
I think your mentor is , but not 100 percent sure.
0
51
11
0
0
0.999999
95.165
0.019608
0.058824
0
0
0
4.018725
Call 09095350301 and send our girls into erotic ecstacy. Just 60p/min. To stop texts call 08712460324 (nat rate)
1
113
18
0
1
0.999999
80.2
0.026549
0.212389
0
0
0
4.661943
A £400 XMAS REWARD IS WAITING FOR YOU! Our computer has randomly picked you from our loyal mobile customers to receive a £400 reward. Just call 09066380611
1
156
27
1
2
0.962963
69.233333
0.179487
0.108974
0.00641
0
0
4.965182
Just trying to figure out when I'm suppose to see a couple different people this week. We said we'd get together but I didn't set dates
0
136
26
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0.961538
76.501538
0.029412
0
0
0
0
4.119265
IMPORTANT MESSAGE. This is a final contact attempt. You have important messages waiting out our customer claims dept. Expires 13/4/04. Call 08717507382 NOW!
1
157
23
1
3
1
55.601159
0.146497
0.101911
0.006369
0
0
4.98143
Hi mom we might be back later than <#>
0
47
9
0
0
0.999999
94.3
0.021277
0
0
0
0
3.999406
dating:i have had two of these. Only started after i sent a text to talk sport radio last week. Any connection do you think or coincidence?
1
140
26
1
0
1
74.392179
0.014286
0
0
0
0
4.12839
Lol, oh you got a friend for the dog ?
0
39
10
1
0
0.999999
113.1
0.025641
0
0
0
0
3.79722
Ok., is any problem to u frm him? Wats matter?
0
47
10
2
0
0.999999
78.245
0.042553
0
0
0
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4.192055
K I'll head out in a few mins, see you there
0
45
11
0
0
0.999999
111.07
0.044444
0
0
0
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4.008985
I don't want you to leave. But i'm barely doing what i can to stay sane. fighting with you constantly isn't helping.
0
117
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0
0.90909
87.873485
0.017094
0
0
0
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4.18346
The current leading bid is 151. To pause this auction send OUT. Customer Care: 08718726270
1
91
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0
0.999999
88.96
0.076923
0.153846
0
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4.596276
Free entry to the gr8prizes wkly comp 4 a chance to win the latest Nokia 8800, PSP or £250 cash every wk.TXT GREAT to 80878 http//www.gr8prizes.com 08715705022
1
160
27
0
4
0.888889
77.199167
0.08125
0.1625
0
1
3
4.789645
Somebody set up a website where you can play hold em using eve online spacebucks
0
81
15
0
0
0.999999
73.17
0.012346
0
0
0
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4.153365
Its sunny in california. The weather's just cool
0
49
8
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0
0.999999
65.3
0.040816
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0
0
0
4.197854