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 |
|---|---|---|---|---|---|---|---|---|---|
SES00000601 | 2025-09-11T18:00:00 | CUST5382069 | MTN | WhatsApp | social | 93.34 | 53 | 4G | evening |
SES00000602 | 2025-09-06T02:00:00 | CUST1666462 | MTN | YouTube | streaming | 266.65 | 40 | 4G | night |
SES00000603 | 2025-09-16T03:00:00 | CUST7210774 | 9mobile | TikTok | streaming | 213.44 | 46 | 4G | night |
SES00000604 | 2025-09-06T14:00:00 | CUST2623905 | Airtel | Telegram | social | 47.51 | 49 | 4G | afternoon |
SES00000605 | 2025-09-30T03:00:00 | CUST9452327 | Airtel | YouTube | streaming | 303 | 80 | 3G | night |
SES00000606 | 2025-09-13T17:00:00 | CUST2233426 | Airtel | WhatsApp | social | 57.11 | 122 | 4G | evening |
SES00000607 | 2025-09-01T05:00:00 | CUST9084902 | 9mobile | Twitter/X | social | 29.56 | 32 | 4G | morning |
SES00000608 | 2025-09-21T05:00:00 | CUST6633698 | 9mobile | Other | other | 43.54 | 180 | 2G | morning |
SES00000609 | 2025-09-04T09:00:00 | CUST6450787 | Airtel | YouTube | streaming | 107.75 | 69 | 5G | morning |
SES00000610 | 2025-09-03T06:00:00 | CUST3364482 | Airtel | WhatsApp | social | 53.03 | 81 | 3G | morning |
SES00000611 | 2025-09-10T09:00:00 | CUST8106628 | MTN | WhatsApp | social | 43.64 | 170 | 4G | morning |
SES00000612 | 2025-09-23T17:00:00 | CUST6681151 | MTN | Facebook | social | 190.97 | 69 | 3G | evening |
SES00000613 | 2025-09-05T04:00:00 | CUST2014623 | MTN | Instagram | social | 184.72 | 113 | 3G | night |
SES00000614 | 2025-09-04T05:00:00 | CUST3034558 | Glo | TikTok | streaming | 136.45 | 38 | 5G | morning |
SES00000615 | 2025-09-16T12:00:00 | CUST8230634 | Airtel | WhatsApp | social | 88.35 | 58 | 4G | afternoon |
SES00000616 | 2025-09-25T13:00:00 | CUST2721868 | MTN | TikTok | streaming | 378.36 | 55 | 4G | afternoon |
SES00000617 | 2025-09-23T23:00:00 | CUST6894410 | Glo | WhatsApp | social | 40.35 | 61 | 3G | night |
SES00000618 | 2025-09-06T03:00:00 | CUST7739552 | Airtel | WhatsApp | social | 73.94 | 90 | 4G | night |
SES00000619 | 2025-09-23T10:00:00 | CUST9746863 | Airtel | WhatsApp | social | 48.84 | 157 | 4G | morning |
SES00000620 | 2025-09-16T01:00:00 | CUST7602416 | MTN | YouTube | streaming | 262.94 | 74 | 3G | night |
SES00000621 | 2025-09-01T11:00:00 | CUST8797708 | Glo | TikTok | streaming | 198.64 | 130 | 4G | morning |
SES00000622 | 2025-09-13T03:00:00 | CUST7496312 | MTN | YouTube | streaming | 72.62 | 56 | 4G | night |
SES00000623 | 2025-09-19T20:00:00 | CUST5105418 | Glo | YouTube | streaming | 84.71 | 139 | 4G | evening |
SES00000624 | 2025-09-22T12:00:00 | CUST7615148 | MTN | Instagram | social | 113.46 | 74 | 4G | afternoon |
SES00000625 | 2025-09-19T11:00:00 | CUST3264587 | MTN | WhatsApp | social | 99.42 | 129 | 4G | morning |
SES00000626 | 2025-09-10T02:00:00 | CUST6317811 | Airtel | WhatsApp | social | 63.93 | 20 | 2G | night |
SES00000627 | 2025-09-16T08:00:00 | CUST9939559 | Glo | WhatsApp | social | 11.98 | 42 | 4G | morning |
SES00000628 | 2025-09-18T01:00:00 | CUST1037321 | Airtel | WhatsApp | social | 22.18 | 162 | 3G | night |
SES00000629 | 2025-09-23T16:00:00 | CUST3454097 | MTN | WhatsApp | social | 86.53 | 96 | 4G | afternoon |
SES00000630 | 2025-09-05T15:00:00 | CUST8262055 | 9mobile | YouTube | streaming | 399.17 | 160 | 4G | afternoon |
SES00000631 | 2025-09-02T12:00:00 | CUST8099769 | MTN | Facebook | social | 124.21 | 89 | 4G | afternoon |
SES00000632 | 2025-09-22T08:00:00 | CUST9047116 | Airtel | YouTube | streaming | 61.53 | 100 | 5G | morning |
SES00000633 | 2025-09-26T21:00:00 | CUST9505387 | MTN | Instagram | social | 74.26 | 163 | 4G | evening |
SES00000634 | 2025-09-15T00:00:00 | CUST6890990 | MTN | Facebook | social | 106.72 | 172 | 3G | night |
SES00000635 | 2025-09-08T03:00:00 | CUST9994340 | MTN | Instagram | social | 52.47 | 29 | 4G | night |
SES00000636 | 2025-09-07T17:00:00 | CUST5282012 | Airtel | WhatsApp | social | 43.55 | 131 | 4G | evening |
SES00000637 | 2025-09-23T22:00:00 | CUST3408627 | MTN | TikTok | streaming | 99.95 | 63 | 4G | night |
SES00000638 | 2025-09-15T00:00:00 | CUST8035371 | MTN | Other | other | 25.34 | 73 | 4G | night |
SES00000639 | 2025-09-14T17:00:00 | CUST1027052 | Airtel | YouTube | streaming | 408.24 | 33 | 4G | evening |
SES00000640 | 2025-09-20T13:00:00 | CUST3063081 | 9mobile | YouTube | streaming | 288.9 | 68 | 3G | afternoon |
SES00000641 | 2025-09-23T18:00:00 | CUST9060037 | MTN | Instagram | social | 23.34 | 82 | 2G | evening |
SES00000642 | 2025-09-30T18:00:00 | CUST8963982 | Glo | Telegram | social | 13.59 | 74 | 2G | evening |
SES00000643 | 2025-09-19T22:00:00 | CUST6117021 | Glo | Twitter/X | social | 128.98 | 77 | 4G | night |
SES00000644 | 2025-09-20T15:00:00 | CUST7214649 | Airtel | YouTube | streaming | 254.24 | 74 | 4G | afternoon |
SES00000645 | 2025-09-24T12:00:00 | CUST6604386 | MTN | Facebook | social | 12.04 | 33 | 4G | afternoon |
SES00000646 | 2025-09-07T15:00:00 | CUST9749415 | Airtel | Instagram | social | 15.84 | 109 | 3G | afternoon |
SES00000647 | 2025-09-09T14:00:00 | CUST3389161 | Airtel | Facebook | social | 140.45 | 104 | 4G | afternoon |
SES00000648 | 2025-09-06T19:00:00 | CUST4093477 | Airtel | WhatsApp | social | 16.74 | 148 | 3G | evening |
SES00000649 | 2025-09-24T15:00:00 | CUST7289029 | Airtel | Instagram | social | 28.41 | 66 | 2G | afternoon |
SES00000650 | 2025-09-13T09:00:00 | CUST2875238 | Glo | Other | other | 8.91 | 29 | 3G | morning |
SES00000651 | 2025-09-08T17:00:00 | CUST9295183 | Glo | WhatsApp | social | 52.68 | 14 | 4G | evening |
SES00000652 | 2025-09-07T11:00:00 | CUST7489397 | Airtel | Instagram | social | 90.08 | 131 | 2G | morning |
SES00000653 | 2025-09-21T06:00:00 | CUST1556693 | MTN | YouTube | streaming | 455.61 | 61 | 4G | morning |
SES00000654 | 2025-09-23T15:00:00 | CUST3381909 | 9mobile | YouTube | streaming | 164.24 | 36 | 3G | afternoon |
SES00000655 | 2025-09-06T13:00:00 | CUST9760031 | Airtel | Twitter/X | social | 95.48 | 178 | 4G | afternoon |
SES00000656 | 2025-09-23T09:00:00 | CUST5634929 | Glo | WhatsApp | social | 16.36 | 171 | 4G | morning |
SES00000657 | 2025-09-15T17:00:00 | CUST6877879 | MTN | Facebook | social | 126.37 | 36 | 4G | evening |
SES00000658 | 2025-09-03T07:00:00 | CUST3265700 | Airtel | WhatsApp | social | 54.08 | 128 | 4G | morning |
SES00000659 | 2025-09-30T04:00:00 | CUST1843587 | MTN | YouTube | streaming | 178.54 | 179 | 3G | night |
SES00000660 | 2025-09-17T19:00:00 | CUST6613249 | Glo | WhatsApp | social | 25.61 | 4 | 3G | evening |
SES00000661 | 2025-09-25T12:00:00 | CUST7349929 | MTN | Twitter/X | social | 64.07 | 88 | 3G | afternoon |
SES00000662 | 2025-09-02T13:00:00 | CUST3791351 | 9mobile | TikTok | streaming | 125 | 116 | 4G | afternoon |
SES00000663 | 2025-09-04T09:00:00 | CUST7478701 | Glo | Instagram | social | 79.27 | 56 | 3G | morning |
SES00000664 | 2025-09-08T09:00:00 | CUST3706844 | Glo | WhatsApp | social | 78.57 | 122 | 4G | morning |
SES00000665 | 2025-09-04T21:00:00 | CUST7232875 | MTN | Facebook | social | 140.56 | 86 | 4G | evening |
SES00000666 | 2025-09-06T20:00:00 | CUST5553563 | Glo | Instagram | social | 43.91 | 49 | 4G | evening |
SES00000667 | 2025-09-19T15:00:00 | CUST9408728 | MTN | YouTube | streaming | 355.52 | 112 | 4G | afternoon |
SES00000668 | 2025-09-22T08:00:00 | CUST8641823 | MTN | WhatsApp | social | 51.72 | 53 | 3G | morning |
SES00000669 | 2025-09-09T23:00:00 | CUST5137644 | Glo | YouTube | streaming | 274.34 | 84 | 3G | night |
SES00000670 | 2025-09-25T09:00:00 | CUST4110411 | Glo | Other | other | 29.2 | 117 | 4G | morning |
SES00000671 | 2025-10-01T16:00:00 | CUST8641235 | MTN | Instagram | social | 140.22 | 150 | 3G | afternoon |
SES00000672 | 2025-09-21T00:00:00 | CUST4371172 | Glo | YouTube | streaming | 190.51 | 112 | 4G | night |
SES00000673 | 2025-09-15T07:00:00 | CUST8538405 | Glo | Facebook | social | 186.09 | 76 | 4G | morning |
SES00000674 | 2025-09-20T15:00:00 | CUST9184272 | Airtel | Facebook | social | 136.39 | 53 | 2G | afternoon |
SES00000675 | 2025-09-23T13:00:00 | CUST6404421 | Glo | YouTube | streaming | 218.84 | 176 | 4G | afternoon |
SES00000676 | 2025-09-01T01:00:00 | CUST8266059 | 9mobile | TikTok | streaming | 471.45 | 125 | 4G | night |
SES00000677 | 2025-09-27T10:00:00 | CUST3843290 | 9mobile | WhatsApp | social | 49.85 | 72 | 4G | morning |
SES00000678 | 2025-09-15T01:00:00 | CUST7196443 | MTN | TikTok | streaming | 201.87 | 101 | 4G | night |
SES00000679 | 2025-09-16T03:00:00 | CUST6436791 | MTN | TikTok | streaming | 185.26 | 160 | 3G | night |
SES00000680 | 2025-09-01T13:00:00 | CUST2701712 | MTN | Telegram | social | 24.55 | 64 | 4G | afternoon |
SES00000681 | 2025-09-11T07:00:00 | CUST3584434 | MTN | Twitter/X | social | 28.46 | 73 | 4G | morning |
SES00000682 | 2025-09-25T20:00:00 | CUST1556263 | MTN | TikTok | streaming | 450.62 | 120 | 4G | evening |
SES00000683 | 2025-09-02T06:00:00 | CUST3023727 | Airtel | Facebook | social | 109.62 | 159 | 4G | morning |
SES00000684 | 2025-09-06T06:00:00 | CUST6729241 | Glo | Instagram | social | 98.07 | 36 | 4G | morning |
SES00000685 | 2025-09-17T12:00:00 | CUST1757892 | Airtel | Facebook | social | 133.59 | 58 | 4G | afternoon |
SES00000686 | 2025-09-02T21:00:00 | CUST9872918 | Airtel | WhatsApp | social | 95.69 | 146 | 3G | evening |
SES00000687 | 2025-09-13T18:00:00 | CUST8328664 | Glo | WhatsApp | social | 48.74 | 144 | 4G | evening |
SES00000688 | 2025-09-13T23:00:00 | CUST7728679 | MTN | YouTube | streaming | 361.71 | 93 | 3G | night |
SES00000689 | 2025-09-15T15:00:00 | CUST2560264 | Glo | WhatsApp | social | 28.85 | 78 | 5G | afternoon |
SES00000690 | 2025-10-01T18:00:00 | CUST7352357 | Glo | YouTube | streaming | 150.85 | 26 | 4G | evening |
SES00000691 | 2025-09-01T05:00:00 | CUST2575420 | Glo | YouTube | streaming | 389.47 | 174 | 3G | morning |
SES00000692 | 2025-09-07T05:00:00 | CUST3420001 | MTN | YouTube | streaming | 487.06 | 45 | 4G | morning |
SES00000693 | 2025-09-04T17:00:00 | CUST1771766 | Airtel | Facebook | social | 43.82 | 74 | 3G | evening |
SES00000694 | 2025-09-06T12:00:00 | CUST6985432 | MTN | Facebook | social | 72.98 | 133 | 4G | afternoon |
SES00000695 | 2025-09-13T02:00:00 | CUST4439406 | Glo | Twitter/X | social | 146.67 | 114 | 3G | night |
SES00000696 | 2025-09-17T12:00:00 | CUST6867482 | MTN | WhatsApp | social | 25.12 | 87 | 4G | afternoon |
SES00000697 | 2025-10-01T12:00:00 | CUST5771605 | Airtel | TikTok | streaming | 171.5 | 73 | 4G | afternoon |
SES00000698 | 2025-09-16T13:00:00 | CUST2573474 | Glo | YouTube | streaming | 78.93 | 174 | 4G | afternoon |
SES00000699 | 2025-09-02T19:00:00 | CUST5541279 | Airtel | WhatsApp | social | 42.01 | 42 | 5G | evening |
SES00000700 | 2025-09-12T06:00:00 | CUST7079344 | MTN | YouTube | streaming | 132.3 | 37 | 4G | morning |
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