session_id
stringlengths
11
11
timestamp
timestamp[ns]date
2025-09-01 00:00:00
2025-10-01 23:00:00
customer_id
stringlengths
11
11
operator
stringclasses
4 values
app_name
stringclasses
8 values
app_category
stringclasses
3 values
data_consumed_mb
float64
1
500
session_duration_minutes
int64
1
180
network_type
stringclasses
4 values
time_of_day
stringclasses
4 values
SES00799801
2025-10-01T21:00:00
CUST2101678
Airtel
Facebook
social
92.57
78
4G
evening
SES00799802
2025-09-21T04:00:00
CUST7168605
Airtel
Facebook
social
65.52
147
3G
night
SES00799803
2025-09-05T15:00:00
CUST8002702
Glo
Facebook
social
50.5
61
4G
afternoon
SES00799804
2025-09-12T13:00:00
CUST7723555
MTN
Facebook
social
46.64
102
3G
afternoon
SES00799805
2025-09-28T00:00:00
CUST6421540
9mobile
Instagram
social
173.38
170
3G
night
SES00799806
2025-09-12T16:00:00
CUST7639571
9mobile
YouTube
streaming
435.13
5
4G
afternoon
SES00799807
2025-09-30T17:00:00
CUST9903356
Airtel
Instagram
social
91.48
62
4G
evening
SES00799808
2025-09-27T17:00:00
CUST6078330
Glo
YouTube
streaming
477.52
6
4G
evening
SES00799809
2025-09-01T18:00:00
CUST2489528
Airtel
YouTube
streaming
137.3
2
2G
evening
SES00799810
2025-09-26T07:00:00
CUST6782417
Airtel
YouTube
streaming
497.64
41
5G
morning
SES00799811
2025-09-19T03:00:00
CUST3904177
Airtel
YouTube
streaming
290.38
166
5G
night
SES00799812
2025-09-12T04:00:00
CUST8109528
Glo
Twitter/X
social
197.93
45
4G
night
SES00799813
2025-09-17T06:00:00
CUST7028811
Glo
Instagram
social
95.34
75
4G
morning
SES00799814
2025-09-14T09:00:00
CUST6978455
Airtel
YouTube
streaming
257.86
178
4G
morning
SES00799815
2025-09-07T02:00:00
CUST4289914
Glo
WhatsApp
social
73.05
127
4G
night
SES00799816
2025-09-11T13:00:00
CUST9377850
MTN
YouTube
streaming
170.58
61
4G
afternoon
SES00799817
2025-09-13T03:00:00
CUST2793083
MTN
TikTok
streaming
175.25
164
4G
night
SES00799818
2025-09-06T10:00:00
CUST2014890
MTN
WhatsApp
social
15.05
144
4G
morning
SES00799819
2025-09-28T12:00:00
CUST3363219
Airtel
Facebook
social
32.17
22
3G
afternoon
SES00799820
2025-09-17T21:00:00
CUST5219564
MTN
Instagram
social
61.99
73
3G
evening
SES00799821
2025-09-03T02:00:00
CUST1754251
MTN
Twitter/X
social
91.53
5
3G
night
SES00799822
2025-09-04T14:00:00
CUST1804171
Airtel
TikTok
streaming
86.36
18
4G
afternoon
SES00799823
2025-09-28T16:00:00
CUST1984566
MTN
WhatsApp
social
38.63
83
4G
afternoon
SES00799824
2025-09-27T11:00:00
CUST3924225
Glo
Telegram
social
60.6
65
5G
morning
SES00799825
2025-09-05T05:00:00
CUST8292305
Glo
WhatsApp
social
63.15
89
4G
morning
SES00799826
2025-09-24T17:00:00
CUST6723836
Glo
Instagram
social
126.54
119
5G
evening
SES00799827
2025-10-01T04:00:00
CUST8514367
Glo
YouTube
streaming
273.52
17
4G
night
SES00799828
2025-09-25T15:00:00
CUST8293437
Airtel
WhatsApp
social
56.66
168
4G
afternoon
SES00799829
2025-10-01T21:00:00
CUST7065644
MTN
WhatsApp
social
41.64
61
3G
evening
SES00799830
2025-09-06T09:00:00
CUST8457627
Glo
TikTok
streaming
420.89
160
3G
morning
SES00799831
2025-09-09T01:00:00
CUST5991255
Glo
Facebook
social
58.28
46
3G
night
SES00799832
2025-09-10T19:00:00
CUST4637899
MTN
Facebook
social
96.81
140
5G
evening
SES00799833
2025-10-01T06:00:00
CUST6439731
Glo
Facebook
social
85.94
176
4G
morning
SES00799834
2025-09-25T13:00:00
CUST8567940
MTN
YouTube
streaming
177.62
40
4G
afternoon
SES00799835
2025-09-27T07:00:00
CUST4528944
Glo
Facebook
social
81.94
166
3G
morning
SES00799836
2025-09-27T13:00:00
CUST2592902
Airtel
WhatsApp
social
53.9
142
4G
afternoon
SES00799837
2025-09-13T14:00:00
CUST9843615
Glo
YouTube
streaming
423.39
3
3G
afternoon
SES00799838
2025-09-27T06:00:00
CUST2038044
MTN
WhatsApp
social
87.99
27
4G
morning
SES00799839
2025-09-05T20:00:00
CUST2446237
Glo
Instagram
social
139.97
129
4G
evening
SES00799840
2025-09-29T21:00:00
CUST6838803
9mobile
Instagram
social
188.68
60
3G
evening
SES00799841
2025-09-30T00:00:00
CUST4261537
MTN
WhatsApp
social
94.33
24
4G
night
SES00799842
2025-09-01T00:00:00
CUST9279325
MTN
Instagram
social
47.55
130
4G
night
SES00799843
2025-09-10T11:00:00
CUST3145866
Glo
Other
other
16.84
9
4G
morning
SES00799844
2025-09-10T17:00:00
CUST8264576
MTN
WhatsApp
social
31.94
180
4G
evening
SES00799845
2025-09-01T05:00:00
CUST5154188
Glo
Telegram
social
51.52
19
4G
morning
SES00799846
2025-09-27T03:00:00
CUST7826938
MTN
Facebook
social
69.8
37
4G
night
SES00799847
2025-09-28T18:00:00
CUST1405478
MTN
WhatsApp
social
96.56
171
4G
evening
SES00799848
2025-09-12T12:00:00
CUST5478177
9mobile
WhatsApp
social
92.83
55
4G
afternoon
SES00799849
2025-09-24T05:00:00
CUST8598417
MTN
WhatsApp
social
51.27
89
4G
morning
SES00799850
2025-09-19T03:00:00
CUST2563749
Glo
Facebook
social
145.12
98
4G
night
SES00799851
2025-09-21T07:00:00
CUST3456574
MTN
WhatsApp
social
31.89
115
4G
morning
SES00799852
2025-09-28T22:00:00
CUST8226556
Glo
Instagram
social
168.52
143
2G
night
SES00799853
2025-09-29T06:00:00
CUST4112010
9mobile
Other
other
26.72
104
4G
morning
SES00799854
2025-09-12T21:00:00
CUST2048479
MTN
Twitter/X
social
117.04
34
3G
evening
SES00799855
2025-09-09T17:00:00
CUST5640832
Airtel
WhatsApp
social
90.56
10
3G
evening
SES00799856
2025-09-24T16:00:00
CUST1421121
Glo
Twitter/X
social
142.93
102
4G
afternoon
SES00799857
2025-09-09T20:00:00
CUST7429094
Glo
WhatsApp
social
14.48
12
4G
evening
SES00799858
2025-09-13T17:00:00
CUST8282488
Glo
Telegram
social
19.09
96
3G
evening
SES00799859
2025-09-07T17:00:00
CUST9855977
MTN
TikTok
streaming
358.44
105
4G
evening
SES00799860
2025-09-24T16:00:00
CUST4395952
MTN
Instagram
social
67.7
179
4G
afternoon
SES00799861
2025-09-14T07:00:00
CUST1441942
MTN
WhatsApp
social
34.82
62
4G
morning
SES00799862
2025-09-12T14:00:00
CUST6815597
MTN
TikTok
streaming
460.6
164
4G
afternoon
SES00799863
2025-09-24T12:00:00
CUST6765852
9mobile
Instagram
social
101.67
89
4G
afternoon
SES00799864
2025-09-25T07:00:00
CUST9445997
MTN
Other
other
46.73
80
4G
morning
SES00799865
2025-09-11T03:00:00
CUST5641055
Glo
Instagram
social
120.8
72
4G
night
SES00799866
2025-09-14T14:00:00
CUST9992836
MTN
Facebook
social
46.26
150
2G
afternoon
SES00799867
2025-09-22T02:00:00
CUST5612042
MTN
Telegram
social
17.46
81
4G
night
SES00799868
2025-09-11T16:00:00
CUST7906224
Airtel
YouTube
streaming
382.14
3
5G
afternoon
SES00799869
2025-09-19T17:00:00
CUST7320052
MTN
YouTube
streaming
418.7
163
3G
evening
SES00799870
2025-09-27T17:00:00
CUST6001711
MTN
WhatsApp
social
26.56
160
4G
evening
SES00799871
2025-09-29T04:00:00
CUST4835496
Airtel
Facebook
social
59.21
69
3G
night
SES00799872
2025-09-29T08:00:00
CUST8982181
Airtel
YouTube
streaming
178.2
128
3G
morning
SES00799873
2025-09-10T17:00:00
CUST8069622
Airtel
Telegram
social
79.81
12
4G
evening
SES00799874
2025-09-25T17:00:00
CUST1292010
MTN
Instagram
social
88.93
124
4G
evening
SES00799875
2025-09-26T20:00:00
CUST7101205
Glo
Instagram
social
98.91
128
4G
evening
SES00799876
2025-09-03T21:00:00
CUST7900029
9mobile
Facebook
social
20.13
36
2G
evening
SES00799877
2025-09-24T22:00:00
CUST1684980
Airtel
WhatsApp
social
28.99
100
5G
night
SES00799878
2025-09-22T14:00:00
CUST3384898
Glo
YouTube
streaming
343.63
60
4G
afternoon
SES00799879
2025-09-11T19:00:00
CUST2543077
9mobile
Twitter/X
social
14.22
81
3G
evening
SES00799880
2025-09-12T02:00:00
CUST2071245
Airtel
WhatsApp
social
33.07
60
4G
night
SES00799881
2025-09-13T17:00:00
CUST2252686
9mobile
Facebook
social
190.4
5
4G
evening
SES00799882
2025-09-23T10:00:00
CUST9806837
Airtel
Instagram
social
100.57
135
4G
morning
SES00799883
2025-09-26T16:00:00
CUST9670814
9mobile
Facebook
social
16.84
40
4G
afternoon
SES00799884
2025-09-17T06:00:00
CUST4426160
9mobile
Instagram
social
86.89
100
4G
morning
SES00799885
2025-09-04T16:00:00
CUST7598659
Glo
YouTube
streaming
484.37
128
3G
afternoon
SES00799886
2025-09-09T17:00:00
CUST7979012
Airtel
Facebook
social
159
93
4G
evening
SES00799887
2025-09-26T15:00:00
CUST1472735
Airtel
Facebook
social
167.9
123
3G
afternoon
SES00799888
2025-09-27T16:00:00
CUST1343047
9mobile
Instagram
social
158.13
119
4G
afternoon
SES00799889
2025-09-29T11:00:00
CUST2285847
Airtel
YouTube
streaming
485.16
98
3G
morning
SES00799890
2025-09-18T11:00:00
CUST4457811
9mobile
Instagram
social
60.65
77
3G
morning
SES00799891
2025-09-29T11:00:00
CUST3632036
MTN
YouTube
streaming
390.77
10
3G
morning
SES00799892
2025-10-01T06:00:00
CUST8471935
Airtel
WhatsApp
social
78.5
97
4G
morning
SES00799893
2025-10-01T22:00:00
CUST9950283
9mobile
Other
other
33.49
125
4G
night
SES00799894
2025-09-02T12:00:00
CUST5183858
MTN
Instagram
social
195.21
138
4G
afternoon
SES00799895
2025-09-25T08:00:00
CUST8650190
Airtel
Telegram
social
80.67
92
4G
morning
SES00799896
2025-09-13T06:00:00
CUST1989799
9mobile
Facebook
social
70.83
175
3G
morning
SES00799897
2025-09-01T18:00:00
CUST5774959
Airtel
Instagram
social
140.38
144
4G
evening
SES00799898
2025-09-03T04:00:00
CUST3439846
Airtel
YouTube
streaming
381.05
107
4G
night
SES00799899
2025-09-26T14:00:00
CUST4749263
MTN
WhatsApp
social
53.33
90
3G
afternoon
SES00799900
2025-09-17T08:00:00
CUST6741143
MTN
WhatsApp
social
52.78
121
4G
morning