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
Please don't text me anymore. I have nothing else to say.
0
58
11
0
0
0.999999
93.579773
0.034483
0
0
0
0
4.003088
Okay name ur price as long as its legal! Wen can I pick them up? Y u ave x ams xx
0
82
21
2
0
0.95238
99.015714
0.04878
0
0.012195
0
0
4.123009
I'm still looking for a car to buy. And have not gone 4the driving test yet.
0
77
16
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1
0.999999
103.54
0.025974
0.012987
0
0
0
4.240768
wow. You're right! I didn't mean to do that. I guess once i gave up on boston men and changed my search location to nyc, something changed. Cuz on my signin page it still says boston.
0
184
36
1
0
0.888889
95.955
0.021739
0
0.005435
0
0
4.241941
Umma my life and vava umma love you lot dear
0
45
10
0
0
0.999999
86.705
0.022222
0
0
0
0
3.699224
Thanks a lot for your wishes on my birthday. Thanks you for making my birthday truly memorable.
0
96
17
0
0
0.823529
73.795735
0.020833
0
0
0
0
4.193299
Aight, I'll hit you up when I get some cash
0
44
10
0
1
0.999999
112.085
0.068182
0
0
0
1
4.094907
How would my ip address test that considering my computer isn't a minecraft server
0
83
14
0
0
0.928571
59.682143
0.012048
0
0
0
0
4.172717
I know! Grumpy old people. My mom was like you better not be lying. Then again I am always the one to play jokes...
0
116
24
3
1
0.958333
92.965
0.043103
0
0.008621
0
0
4.252721
Dont worry. I guess he's busy.
0
31
6
0
0
0.999998
87.945
0.064516
0
0
0
0
3.93453
What is the plural of the noun research?
0
41
8
1
0
0.874999
92.965
0.02439
0
0
0
0
3.896183
Going for dinner.msg you after.
0
32
5
0
0
0.999998
68.9375
0.03125
0
0
0
0
3.991729
I'm ok wif it cos i like 2 try new things. But i scared u dun like mah. Cos u said not too loud.
0
97
24
0
0
0.875
110.59
0.030928
0.010309
0
0
0
4.131438
GENT! We are trying to contact you. Last weekends draw shows that you won a £1000 prize GUARANTEED. Call 09064012160. Claim Code K52. Valid 12hrs only. 150ppm
1
159
27
1
5
1
93.450417
0.132075
0.138365
0.006289
0
2
4.913663
Wa, ur openin sentence very formal... Anyway, i'm fine too, juz tt i'm eatin too much n puttin on weight...Haha... So anythin special happened?
0
144
24
7
0
0.958333
82.39
0.027778
0
0
0
0
4.360949
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.
0
157
32
2
0
0.90625
87.945
0.070064
0.006369
0.012739
0
0
4.435883
You are a winner U have been specially selected 2 receive £1000 or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810910p/min (18+)
1
153
27
0
4
0.888889
57.23
0.013072
0.143791
0
0
0
4.593871
Goodo! Yes we must speak friday - egg-potato ratio for tortilla needed!
0
73
12
2
0
0.999999
41.851818
0.027397
0
0.027397
0
0
4.117219
Hmm...my uncle just informed me that he's paying the school directly. So pls buy food.
0
87
15
2
1
0.999999
75.1425
0.022989
0
0
0
0
4.340347
PRIVATE! Your 2004 Account Statement for 07742676969 shows 786 unredeemed Bonus Points. To claim call 08719180248 Identifier Code: 45239 Expires
1
145
20
1
3
1
61.325
0.110345
0.234483
0.006897
0
0
4.9781
URGENT! Your Mobile No. was awarded £2000 Bonus Caller Prize on 5/9/03 This is our final try to contact U! Call from Landline 09064019788 BOX42WR29C, 150PPM
1
157
26
2
5
1
80.899872
0.159236
0.165605
0.012739
0
2
5.050466
here is my new address -apples&pairs&all that malarky
0
54
8
0
0
0.999999
71.815
0
0
0
0
0
3.953459
Todays Voda numbers ending 7548 are selected to receive a $350 award. If you have a match please call 08712300220 quoting claim code 4041 standard rates app
1
157
27
0
3
0.962963
77.199167
0.019108
0.140127
0
0
0
4.558527
I am going to sao mu today. Will be done only at 12
0
53
13
0
0
0.999999
96.114423
0.037736
0.037736
0
0
0
3.881125
Ü predict wat time ü'll finish buying?
0
39
7
1
1
0.999999
78.872857
0.025641
0
0
0
0
4.314266
Good stuff, will do.
0
21
4
0
0
0.999998
118.175
0.047619
0
0
0
0
3.653757
Just so that you know,yetunde hasn't sent money yet. I just sent her a text not to bother sending. So its over, you dont have to involve yourself in anything. I shouldn't have imposed anything on you in the first place so for that, i apologise.
0
245
46
0
1
0.826087
82.975543
0.016327
0
0
0
0
4.187807
Are you there in room.
0
23
5
0
0
0.999998
117.16
0.043478
0
0
0
0
3.555533
HEY GIRL. HOW R U? HOPE U R WELL ME AN DEL R BAK! AGAIN LONG TIME NO C! GIVE ME A CALL SUM TIME FROM LUCYxx
0
108
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3
1
0.851852
112.250417
0.694444
0
0.018519
0
0
4.124341
K..k:)how much does it cost?
0
29
5
3
0
0.999998
117.16
0.034483
0
0
0
0
4.07333
I'm home.
0
10
2
0
0
0.999995
120.205
0.1
0
0
0
0
3.121928
Dear, will call Tmorrow.pls accomodate.
0
40
5
0
1
0.999998
32.56
0.05
0
0
0
0
3.993943
First answer my question.
0
26
4
0
0
0.999998
75.875
0.038462
0
0
0
0
3.950064
Sunshine Quiz Wkly Q! Win a top Sony DVD player if u know which country the Algarve is in? Txt ansr to 82277. £1.50 SP:Tyrone
1
126
25
2
2
1
76.552667
0.111111
0.063492
0.007937
0
1
4.751622
Want 2 get laid tonight? Want real Dogging locations sent direct 2 ur mob? Join the UK's largest Dogging Network bt Txting GRAVEL to 69888! Nt. ec2a. 31p.msg@150p
1
163
28
3
0
0.892857
76.504524
0.09816
0.079755
0.006135
0
0
4.772114
I only haf msn. It's yijue@hotmail.com
0
39
6
0
0
0.999998
45.645
0.051282
0
0
1
0
4.231058
He is there. You call and meet him
0
35
8
0
1
0.999999
118.175
0.057143
0
0
0
0
3.893251
No no. I will check all rooms befor activities
0
47
9
0
0
0.999999
75.5
0.042553
0
0
0
0
4.083963
You'll not rcv any more msgs from the chat svc. For FREE Hardcore services text GO to: 69988 If u get nothing u must Age Verify with yr network & try again
1
156
32
0
1
0.96875
79.212177
0.076923
0.032051
0
0
1
4.545852
Got c... I lazy to type... I forgot ü in lect... I saw a pouch but like not v nice...
0
86
20
8
0
0.9
107.008333
0.046512
0
0
0
0
4.046429
K, text me when you're on the way
0
34
8
0
0
0.999999
114.115
0.029412
0
0
0
0
3.734051
Sir, Waiting for your mail.
0
28
5
0
0
0.999998
100.24
0.071429
0
0
0
0
3.923252
A swt thought: "Nver get tired of doing little things 4 lovable persons.." Coz..somtimes those little things occupy d biggest part in their Hearts.. Gud ni8
0
157
26
6
0
0.923077
69.993846
0.031847
0.012739
0
0
0
4.37825
I know you are. Can you pls open the back?
0
43
10
1
1
0.899999
108.7
0.046512
0
0
0
0
4.058963
Yes see ya not on the dot
0
26
7
0
0
0.999999
115.13
0.038462
0
0
0
0
3.276611
Whats the staff name who is taking class for us?
0
49
10
1
0
0.999999
103.625
0.020408
0
0
0
0
3.958414
FreeMsg Why haven't you replied to my text? I'm Randy, sexy, female and live local. Luv to hear from u. Netcollex Ltd 08700621170150p per msg reply Stop to end
1
160
29
1
2
0.931034
85.703836
0.05625
0.0875
0
0
0
4.680475
Ummma.will call after check in.our life will begin from qatar so pls pray very hard.
0
85
15
0
1
0.999999
69.5025
0.011765
0
0
0
0
4.281805
K..i deleted my contact that why?
0
34
6
3
0
0.999998
73.845
0.029412
0
0
0
0
3.911752
Sindu got job in birla soft ..
0
31
7
2
0
0.999999
87.945
0.032258
0
0
0
0
3.88905
The wine is flowing and i'm i have nevering..
0
46
9
2
1
0.999999
84.9
0.021739
0
0
0
0
3.899017
Yup i thk cine is better cos no need 2 go down 2 plaza mah.
0
60
15
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0
0.933333
95.73
0.016667
0.033333
0
0
0
4.120603
Ok... Ur typical reply...
0
26
4
4
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0.999998
33.575
0.076923
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0
0
3.613337
You are everywhere dirt, on the floor, the windows, even on my shirt. And sometimes when i open my mouth, you are all that comes flowing out. I dream of my world without you, then half my chores are out too. A time of joy for me, lots of tv shows i.ll see. But i guess like all things you just must exist, like rain, hail and mist, and when my time here is done, you and i become one.
0
385
80
0
1
0.75
94.3625
0.012987
0
0
0
0
4.190996
Aaooooright are you at work?
0
29
5
1
0
0.999998
117.16
0.034483
0
0
0
0
3.65041
I'm leaving my house now...
0
28
5
2
1
0.999998
100.24
0.035714
0
0
0
0
4.066109
Hello, my love. What are you doing? Did you get to that interview today? Are you you happy? Are you being a good boy? Do you think of me?Are you missing me ?
0
158
33
6
0
0.787879
96.445
0.044304
0
0
0
0
4.217895
Customer service annoncement. You have a New Years delivery waiting for you. Please call 07046744435 now to arrange delivery
1
125
19
0
2
0.947368
53.469825
0.04
0.088
0
0
0
4.455919
You are a winner U have been specially selected 2 receive £1000 cash or a 4* holiday (flights inc) speak to a live operator 2 claim 0871277810810
1
146
27
0
5
0.888889
60.363333
0.013699
0.136986
0
0
1
4.477885
Keep yourself safe for me because I need you and I miss you already and I envy everyone that see's you in real life
0
116
24
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0
0.791666
73.2
0.034483
0
0
0
0
3.960118
New car and house for my parents.:)i have only new job in hand:)
0
65
13
0
0
0.999999
102.622115
0.015385
0
0
0
0
4.279931
I'm so in love with you. I'm excited each day i spend with you. You make me so happy.
0
86
19
0
0
0.789473
102.448772
0.034884
0
0
0
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4.189534
-PLS STOP bootydelious (32/F) is inviting you to be her friend. Reply YES-434 or NO-434 See her: www.SMS.ac/u/bootydelious STOP? Send STOP FRND to 62468
1
153
24
1
0
0.916666
82.39
0.202614
0.084967
0
1
0
4.952325
BangBabes Ur order is on the way. U SHOULD receive a Service Msg 2 download UR content. If U do not, GoTo wap. bangb. tv on UR mobile internet/service menu
1
156
30
0
0
0.9
75.1425
0.128205
0.00641
0
0
0
4.509273
I place all ur points on e cultures module already.
0
52
10
0
0
0.999999
78.245
0.019231
0
0
0
0
3.90893
URGENT! We are trying to contact you. Last weekends draw shows that you have won a £900 prize GUARANTEED. Call 09061701939. Claim code S89. Valid 12hrs only
1
157
27
1
7
1
90.317083
0.140127
0.11465
0.006369
0
3
4.931533
Hi frnd, which is best way to avoid missunderstding wit our beloved one's?
0
75
13
1
0
0.999999
56.978462
0.013333
0
0
0
0
4.248559
Great escape. I fancy the bridge but needs her lager. See you tomo
0
68
13
0
0
0.999999
89.606731
0.044118
0
0
0
0
4.103428
Yes :)it completely in out of form:)clark also utter waste.
0
60
10
0
0
0.999999
69.785
0.016667
0
0
0
0
4.181507
Sir, I need AXIS BANK account no and bank address.
0
51
10
0
0
0.999999
86.705
0.196078
0
0
0
0
4.203918
Hmmm.. Thk sure got time to hop ard... Ya, can go 4 free abt... Muz call u to discuss liao...
0
95
20
8
2
0.95
107.008333
0.042105
0.010526
0
0
1
4.210476
What time you coming down later?
0
34
6
1
0
0.999998
87.945
0.029412
0
0
0
0
4.057476
Bloody hell, cant believe you forgot my surname Mr . Ill give u a clue, its spanish and begins with m...
0
106
21
2
0
1
82.475
0.028302
0
0
0
0
4.316478
Well, i'm gonna finish my bath now. Have a good...fine night.
0
62
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2
1
0.999999
101.270682
0.032258
0
0
0
0
4.176567
Let me know when you've got the money so carlos can make the call
0
66
14
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2
0.928571
95.939286
0.015152
0
0
0
0
3.943863
U still going to the mall?
0
27
6
1
0
0.999998
102.045
0.037037
0
0
0
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3.630275
Turns out my friends are staying for the whole show and won't be back til ~ <#> , so feel free to go ahead and smoke that $ <#> worth
0
147
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2
0.933333
82.296667
0.006803
0
0
0
1
4.281379
Text her. If she doesnt reply let me know so i can have her log in
0
67
16
0
1
0.999999
95.42
0.029851
0
0
0
0
4.063817
Hi! You just spoke to MANEESHA V. We'd like to know if you were satisfied with the experience. Reply Toll Free with Yes or No.
0
127
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1
2
0.92
86.704667
0.133858
0
0.007874
0
1
4.483115
You lifted my hopes with the offer of money. I am in need. Especially when the end of the month approaches and it hurts my studying. Anyways have a gr8 weekend
0
160
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1
0.870967
81.620363
0.025
0.00625
0
0
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4.251139
Lol no. U can trust me.
0
24
6
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0
0.999998
116.145
0.083333
0
0
0
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3.767894
ok. I am a gentleman and will treat you with dignity and respect.
0
66
13
0
0
0.923076
69.993846
0.015152
0
0
0
0
4.093361
He will, you guys close?
0
25
5
1
0
0.999998
117.16
0.04
0
0
0
0
3.733661
Going on nothing great.bye
0
27
4
0
0
0.999998
54.725
0.037037
0
0
0
0
3.708048
Hello handsome ! Are you finding that job ? Not being lazy ? Working towards getting back that net for mummy ? Where's my boytoy now ? Does he miss me ?
0
153
32
6
1
0.84375
84.418538
0.039216
0
0.006536
0
0
4.332476
Haha awesome, be there in a minute
0
35
7
0
0
0.999999
78.872857
0.028571
0
0
0
0
3.728724
Please call our customer service representative on FREEPHONE 0808 145 4742 between 9am-11pm as you have WON a guaranteed £1000 cash or £5000 prize!
1
148
24
1
6
1
55.575
0.087838
0.148649
0.006757
0
3
4.727869
Have you got Xmas radio times. If not i will get it now
0
56
13
0
1
0.999999
102.622115
0.053571
0
0
0
0
4.033101
I jus reached home. I go bathe first. But my sis using net tell u when she finishes k...
0
89
19
2
0
0.947368
102.448772
0.033708
0
0
0
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4.117007
Are you unique enough? Find out from 30th August. www.areyouunique.co.uk
1
73
10
1
0
0.999999
57.94
0.041096
0.027397
0
1
0
4.289523
I'm sorry. I've joined the league of people that dont keep in touch. You mean a great deal to me. You have been a friend at all times even at great personal cost. Do have a great week.|
0
186
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0
0.815789
101.460921
0.026882
0
0
0
0
4.160304
Hi :)finally i completed the course:)
0
38
6
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0
0.999998
59.745
0.026316
0
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0
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4.218469
It will stop on itself. I however suggest she stays with someone that will be able to give ors for every stool.
0
112
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0.954545
80.306364
0.017857
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3.981981
How are you doing? Hope you've settled in for the new school year. Just wishin you a gr8 day
0
93
19
1
0
0.947368
106.901404
0.032258
0.010753
0
0
0
4.22236
Gud mrng dear hav a nice day
0
29
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0
0
0.999999
115.13
0.034483
0
0
0
0
3.676441
Did u got that persons story
0
29
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0
0.999998
87.945
0.034483
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0
0
0
3.784898
is your hamster dead? Hey so tmr i meet you at 1pm orchard mrt?
0
65
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2
0
0.999999
103.044286
0.015385
0.015385
0
0
0
3.839194
Hi its Kate how is your evening? I hope i can see you tomorrow for a bit but i have to bloody babyjontet! Txt back if u can. :) xxx
0
132
30
2
0
0.966666
97.837126
0.030303
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0.007576
0
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4.321168
Found it, ENC <#> , where you at?
0
41
8
1
0
0.999999
103.044286
0.097561
0
0
0
0
4.284381
I sent you <#> bucks
0
29
5
0
0
0.999998
100.24
0.034483
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0
0
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3.883337