Amon Dîn
Collection
A collection of datasets from the Nigerian Telecommunications Sector
•
34 items
•
Updated
•
1
Datasets:
Dataset Viewer
customer_id
stringlengths 11
11
| phone_number
stringlengths 14
14
| operator
stringclasses 4
values | month
stringdate 2025-09-01 00:00:00
2025-09-01 00:00:00
| customer_segment
stringclasses 4
values | voice_minutes
int64 10
10k
| data_gb
float64 0.5
200
| sms_count
int64 5
2k
| city
stringclasses 15
values | network_type
stringclasses 4
values | account_type
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|
CUST9540788
|
+2349075150857
|
Airtel
|
2025-09
|
light
| 100
| 1.85
| 13
|
Kaduna
|
4G
|
prepaid
|
CUST4856981
|
+2348039340439
|
MTN
|
2025-09
|
light
| 21
| 0.85
| 22
|
Aba
|
4G
|
postpaid
|
CUST8119831
|
+2349096800725
|
9mobile
|
2025-09
|
heavy
| 830
| 46.99
| 352
|
Lagos
|
2G
|
prepaid
|
CUST9911770
|
+2348126663865
|
Airtel
|
2025-09
|
enterprise
| 8,830
| 64.24
| 515
|
Abuja
|
4G
|
prepaid
|
CUST1316822
|
+2349060947737
|
MTN
|
2025-09
|
medium
| 126
| 6.41
| 173
|
Benin City
|
4G
|
prepaid
|
CUST7247648
|
+2348074062931
|
Glo
|
2025-09
|
heavy
| 990
| 42.28
| 216
|
Onitsha
|
4G
|
prepaid
|
CUST7060236
|
+2347033981640
|
MTN
|
2025-09
|
light
| 92
| 1.98
| 17
|
Kano
|
3G
|
prepaid
|
CUST3193310
|
+2348187885992
|
9mobile
|
2025-09
|
enterprise
| 4,275
| 127.85
| 1,668
|
Kaduna
|
3G
|
prepaid
|
CUST2346762
|
+2349098166001
|
9mobile
|
2025-09
|
heavy
| 953
| 45.15
| 219
|
Lagos
|
4G
|
postpaid
|
CUST7446945
|
+2348055651805
|
Glo
|
2025-09
|
medium
| 315
| 11.61
| 141
|
Lagos
|
4G
|
prepaid
|
CUST9944925
|
+2348037870135
|
MTN
|
2025-09
|
light
| 96
| 2.59
| 31
|
Ibadan
|
4G
|
prepaid
|
CUST7568102
|
+2348091605907
|
9mobile
|
2025-09
|
medium
| 391
| 10.55
| 127
|
Lagos
|
4G
|
prepaid
|
CUST2300802
|
+2348030310032
|
MTN
|
2025-09
|
medium
| 259
| 3.49
| 149
|
Lagos
|
3G
|
prepaid
|
CUST9801033
|
+2349062793469
|
MTN
|
2025-09
|
heavy
| 1,432
| 37.57
| 361
|
Ilorin
|
2G
|
prepaid
|
CUST7949389
|
+2347054245636
|
Glo
|
2025-09
|
medium
| 405
| 14.88
| 115
|
Kano
|
4G
|
postpaid
|
CUST4530752
|
+2349038926715
|
MTN
|
2025-09
|
enterprise
| 5,388
| 82.65
| 908
|
Lagos
|
4G
|
postpaid
|
CUST5401495
|
+2347030863857
|
MTN
|
2025-09
|
heavy
| 859
| 20.15
| 266
|
Lagos
|
4G
|
prepaid
|
CUST6981755
|
+2348186234495
|
9mobile
|
2025-09
|
enterprise
| 4,797
| 126.33
| 1,593
|
Port Harcourt
|
3G
|
prepaid
|
CUST8305398
|
+2349082354612
|
9mobile
|
2025-09
|
heavy
| 671
| 34.25
| 249
|
Lagos
|
4G
|
prepaid
|
CUST9960010
|
+2347064176627
|
MTN
|
2025-09
|
light
| 49
| 2.62
| 22
|
Onitsha
|
3G
|
prepaid
|
CUST7564369
|
+2348127239914
|
Airtel
|
2025-09
|
medium
| 482
| 12.86
| 91
|
Port Harcourt
|
4G
|
prepaid
|
CUST2885808
|
+2348166861487
|
MTN
|
2025-09
|
light
| 30
| 1.49
| 29
|
Lagos
|
4G
|
prepaid
|
CUST8319639
|
+2348069408836
|
MTN
|
2025-09
|
medium
| 153
| 8.7
| 51
|
Lagos
|
4G
|
prepaid
|
CUST4989515
|
+2348161748101
|
MTN
|
2025-09
|
heavy
| 1,530
| 48.2
| 283
|
Ibadan
|
4G
|
prepaid
|
CUST4693965
|
+2348038139879
|
MTN
|
2025-09
|
medium
| 396
| 7.54
| 104
|
Lagos
|
4G
|
prepaid
|
CUST8085319
|
+2348059498483
|
Glo
|
2025-09
|
light
| 47
| 2.23
| 38
|
Calabar
|
4G
|
prepaid
|
CUST5985964
|
+2348137616428
|
MTN
|
2025-09
|
heavy
| 1,424
| 39.74
| 288
|
Lagos
|
2G
|
prepaid
|
CUST3224956
|
+2347064355047
|
MTN
|
2025-09
|
heavy
| 1,841
| 27.17
| 465
|
Ibadan
|
4G
|
postpaid
|
CUST5962486
|
+2349060051575
|
MTN
|
2025-09
|
medium
| 163
| 5.81
| 68
|
Warri
|
4G
|
prepaid
|
CUST8823432
|
+2348115354400
|
Glo
|
2025-09
|
light
| 75
| 1.59
| 31
|
Lagos
|
4G
|
prepaid
|
CUST1359720
|
+2348163573593
|
MTN
|
2025-09
|
medium
| 444
| 5.23
| 78
|
Lagos
|
3G
|
prepaid
|
CUST4593658
|
+2348145095941
|
MTN
|
2025-09
|
heavy
| 567
| 35.46
| 267
|
Abuja
|
4G
|
prepaid
|
CUST8769046
|
+2348137663597
|
MTN
|
2025-09
|
light
| 12
| 2.65
| 8
|
Kano
|
3G
|
prepaid
|
CUST3441132
|
+2348181956106
|
9mobile
|
2025-09
|
light
| 40
| 0.86
| 40
|
Lagos
|
4G
|
prepaid
|
CUST4078236
|
+2347012695080
|
Airtel
|
2025-09
|
light
| 49
| 1.9
| 30
|
Ibadan
|
4G
|
postpaid
|
CUST4886027
|
+2348082202125
|
Airtel
|
2025-09
|
medium
| 194
| 9.39
| 122
|
Lagos
|
4G
|
prepaid
|
CUST6110578
|
+2348039490554
|
MTN
|
2025-09
|
enterprise
| 7,306
| 132.1
| 1,508
|
Ibadan
|
3G
|
prepaid
|
CUST6052755
|
+2348127394194
|
Airtel
|
2025-09
|
light
| 58
| 1.87
| 43
|
Jos
|
4G
|
prepaid
|
CUST8033055
|
+2348073954054
|
Glo
|
2025-09
|
heavy
| 567
| 37.17
| 300
|
Lagos
|
4G
|
prepaid
|
CUST4732574
|
+2349099165026
|
9mobile
|
2025-09
|
light
| 36
| 1.08
| 42
|
Kano
|
4G
|
postpaid
|
CUST5090721
|
+2348027657667
|
Airtel
|
2025-09
|
enterprise
| 6,061
| 147.5
| 595
|
Kano
|
2G
|
prepaid
|
CUST5003553
|
+2348027977520
|
Airtel
|
2025-09
|
medium
| 285
| 14.29
| 56
|
Abuja
|
3G
|
prepaid
|
CUST4844717
|
+2349029545602
|
Airtel
|
2025-09
|
light
| 40
| 2.87
| 30
|
Onitsha
|
4G
|
prepaid
|
CUST4899599
|
+2348106823931
|
MTN
|
2025-09
|
light
| 75
| 1.88
| 29
|
Jos
|
4G
|
postpaid
|
CUST3204442
|
+2348113063958
|
Glo
|
2025-09
|
heavy
| 1,385
| 41.23
| 219
|
Warri
|
4G
|
prepaid
|
CUST6323582
|
+2347059071495
|
Glo
|
2025-09
|
light
| 21
| 1.81
| 50
|
Ilorin
|
4G
|
prepaid
|
CUST5095156
|
+2349050078747
|
Glo
|
2025-09
|
medium
| 364
| 10.27
| 151
|
Ilorin
|
4G
|
prepaid
|
CUST2117207
|
+2348176653946
|
9mobile
|
2025-09
|
light
| 50
| 1.29
| 11
|
Ibadan
|
3G
|
prepaid
|
CUST9137062
|
+2349079449201
|
Airtel
|
2025-09
|
medium
| 133
| 4.18
| 150
|
Lagos
|
5G
|
prepaid
|
CUST3843772
|
+2348056759804
|
Glo
|
2025-09
|
light
| 93
| 2.84
| 6
|
Lagos
|
4G
|
prepaid
|
CUST9681060
|
+2348031219897
|
MTN
|
2025-09
|
medium
| 433
| 4.58
| 154
|
Kano
|
2G
|
prepaid
|
CUST9094827
|
+2349080992962
|
9mobile
|
2025-09
|
heavy
| 646
| 46.95
| 407
|
Kano
|
4G
|
prepaid
|
CUST6242497
|
+2347060302282
|
MTN
|
2025-09
|
heavy
| 1,180
| 18.8
| 411
|
Kano
|
4G
|
prepaid
|
CUST9300999
|
+2347056746610
|
Glo
|
2025-09
|
light
| 94
| 1.72
| 35
|
Lagos
|
4G
|
prepaid
|
CUST4230637
|
+2348138044793
|
MTN
|
2025-09
|
heavy
| 1,833
| 37.71
| 234
|
Benin City
|
4G
|
prepaid
|
CUST2924803
|
+2348083129618
|
Airtel
|
2025-09
|
light
| 94
| 0.55
| 38
|
Lagos
|
3G
|
prepaid
|
CUST5888054
|
+2348126367074
|
Airtel
|
2025-09
|
heavy
| 988
| 38.39
| 226
|
Aba
|
5G
|
postpaid
|
CUST7770337
|
+2348071764095
|
Glo
|
2025-09
|
medium
| 463
| 5.68
| 141
|
Jos
|
4G
|
prepaid
|
CUST3367403
|
+2348085314866
|
Airtel
|
2025-09
|
light
| 75
| 2.82
| 9
|
Abuja
|
4G
|
prepaid
|
CUST4644242
|
+2349013462418
|
Airtel
|
2025-09
|
light
| 47
| 2.61
| 45
|
Abuja
|
4G
|
prepaid
|
CUST8824849
|
+2349031798092
|
MTN
|
2025-09
|
medium
| 387
| 5.41
| 67
|
Kano
|
3G
|
prepaid
|
CUST8547324
|
+2348079810611
|
Glo
|
2025-09
|
medium
| 392
| 5.72
| 199
|
Jos
|
4G
|
prepaid
|
CUST2155285
|
+2347050183353
|
Glo
|
2025-09
|
heavy
| 511
| 49.14
| 300
|
Lagos
|
3G
|
prepaid
|
CUST2962796
|
+2348077637482
|
Glo
|
2025-09
|
light
| 77
| 1.49
| 19
|
Abuja
|
4G
|
prepaid
|
CUST2898964
|
+2349055489931
|
Glo
|
2025-09
|
enterprise
| 8,900
| 97.43
| 1,749
|
Abuja
|
4G
|
prepaid
|
CUST5853980
|
+2349078403764
|
Airtel
|
2025-09
|
light
| 29
| 2.04
| 39
|
Lagos
|
4G
|
prepaid
|
CUST9074396
|
+2349014007969
|
Airtel
|
2025-09
|
heavy
| 1,304
| 20.82
| 216
|
Abuja
|
3G
|
prepaid
|
CUST1800548
|
+2349033127394
|
MTN
|
2025-09
|
medium
| 312
| 14.73
| 53
|
Ibadan
|
3G
|
prepaid
|
CUST6943698
|
+2348082639333
|
Airtel
|
2025-09
|
heavy
| 1,139
| 30.79
| 328
|
Benin City
|
3G
|
prepaid
|
CUST1853257
|
+2349054128415
|
Glo
|
2025-09
|
heavy
| 1,423
| 19.52
| 336
|
Lagos
|
3G
|
prepaid
|
CUST7169613
|
+2349075558280
|
Airtel
|
2025-09
|
light
| 53
| 2.3
| 45
|
Kano
|
4G
|
prepaid
|
CUST8168606
|
+2348133008852
|
MTN
|
2025-09
|
light
| 80
| 0.71
| 49
|
Lagos
|
4G
|
postpaid
|
CUST5046766
|
+2348132000377
|
MTN
|
2025-09
|
light
| 72
| 1.51
| 14
|
Onitsha
|
2G
|
prepaid
|
CUST3485224
|
+2349080151112
|
9mobile
|
2025-09
|
light
| 94
| 0.58
| 47
|
Lagos
|
3G
|
prepaid
|
CUST9566352
|
+2348177900525
|
9mobile
|
2025-09
|
light
| 39
| 1.83
| 14
|
Lagos
|
4G
|
prepaid
|
CUST9123175
|
+2348158987859
|
Glo
|
2025-09
|
light
| 85
| 2.68
| 39
|
Lagos
|
4G
|
prepaid
|
CUST3409613
|
+2348181881263
|
9mobile
|
2025-09
|
light
| 20
| 1.67
| 36
|
Lagos
|
4G
|
prepaid
|
CUST6560923
|
+2348170830959
|
9mobile
|
2025-09
|
light
| 40
| 2.54
| 29
|
Kano
|
4G
|
prepaid
|
CUST6959423
|
+2349075908821
|
Airtel
|
2025-09
|
heavy
| 1,185
| 41.22
| 325
|
Enugu
|
2G
|
prepaid
|
CUST2683386
|
+2347034648598
|
MTN
|
2025-09
|
light
| 39
| 2.73
| 16
|
Calabar
|
4G
|
prepaid
|
CUST6080737
|
+2349069146208
|
MTN
|
2025-09
|
medium
| 423
| 3.05
| 125
|
Ibadan
|
3G
|
postpaid
|
CUST9343340
|
+2349096593865
|
9mobile
|
2025-09
|
light
| 19
| 1.2
| 17
|
Kaduna
|
3G
|
prepaid
|
CUST3914385
|
+2347064283347
|
MTN
|
2025-09
|
medium
| 227
| 10.08
| 170
|
Ibadan
|
2G
|
prepaid
|
CUST6546427
|
+2348077658095
|
Glo
|
2025-09
|
light
| 83
| 1.17
| 32
|
Kano
|
4G
|
prepaid
|
CUST9224499
|
+2348173039842
|
9mobile
|
2025-09
|
heavy
| 1,562
| 44.17
| 221
|
Ilorin
|
2G
|
prepaid
|
CUST9678477
|
+2348169841555
|
MTN
|
2025-09
|
enterprise
| 9,181
| 156.73
| 1,815
|
Kaduna
|
2G
|
postpaid
|
CUST3807331
|
+2348104126136
|
MTN
|
2025-09
|
light
| 61
| 0.64
| 32
|
Onitsha
|
4G
|
postpaid
|
CUST2463391
|
+2348072541033
|
Glo
|
2025-09
|
enterprise
| 7,786
| 129.26
| 927
|
Benin City
|
4G
|
prepaid
|
CUST1430756
|
+2348184109307
|
9mobile
|
2025-09
|
light
| 95
| 1.55
| 24
|
Port Harcourt
|
4G
|
prepaid
|
CUST7479435
|
+2348053656087
|
Glo
|
2025-09
|
medium
| 203
| 6.27
| 102
|
Lagos
|
4G
|
prepaid
|
CUST4993460
|
+2348111360677
|
Glo
|
2025-09
|
heavy
| 855
| 22.95
| 321
|
Ibadan
|
3G
|
prepaid
|
CUST4233646
|
+2348079745605
|
Glo
|
2025-09
|
light
| 81
| 1.72
| 19
|
Lagos
|
4G
|
prepaid
|
CUST3050017
|
+2348175251250
|
9mobile
|
2025-09
|
medium
| 103
| 9.07
| 136
|
Port Harcourt
|
4G
|
prepaid
|
CUST7750465
|
+2348069245083
|
MTN
|
2025-09
|
medium
| 146
| 14.79
| 135
|
Kaduna
|
4G
|
prepaid
|
CUST4395004
|
+2347088295104
|
Airtel
|
2025-09
|
light
| 84
| 0.84
| 41
|
Warri
|
3G
|
prepaid
|
CUST4340247
|
+2348064087758
|
MTN
|
2025-09
|
enterprise
| 9,734
| 111.4
| 896
|
Lagos
|
4G
|
prepaid
|
CUST9694096
|
+2347036325687
|
MTN
|
2025-09
|
heavy
| 1,472
| 36.04
| 263
|
Lagos
|
4G
|
prepaid
|
CUST3421880
|
+2347014644668
|
Airtel
|
2025-09
|
heavy
| 1,010
| 45.04
| 252
|
Aba
|
3G
|
prepaid
|
CUST6855983
|
+2347085952103
|
Airtel
|
2025-09
|
light
| 58
| 2.61
| 34
|
Lagos
|
4G
|
prepaid
|
CUST4289456
|
+2348157979210
|
Glo
|
2025-09
|
light
| 70
| 1.64
| 5
|
Kano
|
5G
|
prepaid
|
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in Data Studio
Voice Data SMS Usage Patterns
Dataset Description
Monthly usage statistics per customer including voice minutes, data consumption, and SMS counts
Dataset Information
- Category: Customer and User Behavior
- Format: CSV, Parquet
- Rows: 500,000
- Columns: 11
- Date Generated: 2025-10-05
- Location:
data/voice_data_sms_usage_patterns/
Schema
| Column | Type | Sample Values |
|---|---|---|
customer_id |
String | CUST9540788 |
phone_number |
String | +2349075150857 |
operator |
String | Airtel |
month |
String | 2025-09 |
customer_segment |
String | light |
voice_minutes |
Integer | 100 |
data_gb |
Float | 1.85 |
sms_count |
Integer | 13 |
city |
String | Kaduna |
network_type |
String | 4G |
account_type |
String | prepaid |
Sample Data
customer_id phone_number operator month customer_segment voice_minutes data_gb sms_count city network_type account_type
CUST9540788 +2349075150857 Airtel 2025-09 light 100 1.85 13 Kaduna 4G prepaid
CUST4856981 +2348039340439 MTN 2025-09 light 21 0.85 22 Aba 4G postpaid
CUST8119831 +2349096800725 9mobile 2025-09 heavy 830 46.99 352 Lagos 2G prepaid
Nigerian Context
This dataset incorporates authentic Nigerian telecommunications characteristics:
- Geographic Coverage: Major Nigerian cities including Lagos, Abuja, Kano, Port Harcourt, Ibadan
- Operators: MTN, Airtel, Glo, 9mobile with realistic market shares
- Phone Numbers: Nigerian format (+234 prefixes)
- Currency: Nigerian Naira (NGN)
- Time Zone: West Africa Time (WAT, UTC+1)
- Network Types: 2G, 3G, 4G, 5G distribution
File Formats
CSV
data/voice_data_sms_usage_patterns/voice_data_sms_usage_patterns.csv
Parquet (Recommended)
data/voice_data_sms_usage_patterns/voice_data_sms_usage_patterns.parquet
Loading the Dataset
Python (Pandas)
import pandas as pd
# Load CSV
df = pd.read_csv('data/voice_data_sms_usage_patterns/voice_data_sms_usage_patterns.csv')
# Load Parquet (recommended for large datasets)
df = pd.read_parquet('data/voice_data_sms_usage_patterns/voice_data_sms_usage_patterns.parquet')
Python (PyArrow)
import pyarrow.parquet as pq
# Load Parquet
table = pq.read_table('data/voice_data_sms_usage_patterns/voice_data_sms_usage_patterns.parquet')
df = table.to_pandas()
License
MIT License - For educational and research purposes
Citation
Nigerian Telecom Datasets - Voice Data SMS Usage Patterns
Generated: 2025-10-05
Category: Customer and User Behavior
Rows: 500,000
Related Datasets
This dataset is part of the Nigerian Telecom Datasets collection, which includes 34 datasets covering network performance, customer behavior, financial transactions, infrastructure, geospatial data, customer experience, and emerging technologies.
- Downloads last month
- 21
Size of downloaded dataset files:
11.8 MB
Size of the auto-converted Parquet files:
11.8 MB
Number of rows:
500,000