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 |
|---|---|---|---|---|---|---|---|---|---|
SES00000301 | 2025-09-19T11:00:00 | CUST7041085 | MTN | WhatsApp | social | 24.72 | 33 | 4G | morning |
SES00000302 | 2025-09-27T21:00:00 | CUST8240263 | Airtel | Instagram | social | 10.25 | 180 | 4G | evening |
SES00000303 | 2025-09-29T07:00:00 | CUST2771277 | MTN | Telegram | social | 25.23 | 68 | 4G | morning |
SES00000304 | 2025-09-24T05:00:00 | CUST4474430 | 9mobile | WhatsApp | social | 11.78 | 148 | 4G | morning |
SES00000305 | 2025-10-01T20:00:00 | CUST7433633 | MTN | Instagram | social | 130.56 | 23 | 2G | evening |
SES00000306 | 2025-09-25T23:00:00 | CUST6105675 | MTN | YouTube | streaming | 433.31 | 6 | 4G | night |
SES00000307 | 2025-09-20T15:00:00 | CUST1054605 | MTN | YouTube | streaming | 336.77 | 134 | 4G | afternoon |
SES00000308 | 2025-09-22T17:00:00 | CUST2742607 | MTN | TikTok | streaming | 483.36 | 26 | 4G | evening |
SES00000309 | 2025-09-27T06:00:00 | CUST7124514 | MTN | YouTube | streaming | 269.4 | 59 | 4G | morning |
SES00000310 | 2025-09-24T14:00:00 | CUST6561616 | Glo | Instagram | social | 12.94 | 12 | 4G | afternoon |
SES00000311 | 2025-09-16T22:00:00 | CUST7962794 | 9mobile | Instagram | social | 155.47 | 177 | 4G | night |
SES00000312 | 2025-09-04T01:00:00 | CUST3245542 | MTN | WhatsApp | social | 53.04 | 77 | 4G | night |
SES00000313 | 2025-09-01T17:00:00 | CUST2053289 | Glo | WhatsApp | social | 39.25 | 36 | 3G | evening |
SES00000314 | 2025-09-24T22:00:00 | CUST6266765 | MTN | WhatsApp | social | 98.08 | 63 | 3G | night |
SES00000315 | 2025-09-03T23:00:00 | CUST3191983 | Airtel | YouTube | streaming | 484.06 | 99 | 3G | night |
SES00000316 | 2025-09-10T22:00:00 | CUST5103622 | Airtel | Instagram | social | 29.9 | 35 | 3G | night |
SES00000317 | 2025-09-12T19:00:00 | CUST1202680 | Glo | Facebook | social | 32.12 | 86 | 3G | evening |
SES00000318 | 2025-09-05T13:00:00 | CUST6038894 | Glo | WhatsApp | social | 90.16 | 94 | 4G | afternoon |
SES00000319 | 2025-09-11T04:00:00 | CUST5628178 | Glo | YouTube | streaming | 328.82 | 71 | 4G | night |
SES00000320 | 2025-09-08T18:00:00 | CUST5656344 | Glo | WhatsApp | social | 37.68 | 127 | 4G | evening |
SES00000321 | 2025-09-12T09:00:00 | CUST6356514 | MTN | YouTube | streaming | 419.81 | 27 | 4G | morning |
SES00000322 | 2025-09-04T08:00:00 | CUST9556798 | MTN | YouTube | streaming | 158.34 | 25 | 5G | morning |
SES00000323 | 2025-09-25T10:00:00 | CUST2550392 | Glo | YouTube | streaming | 173.24 | 66 | 4G | morning |
SES00000324 | 2025-09-02T17:00:00 | CUST8827303 | MTN | Twitter/X | social | 64.8 | 122 | 4G | evening |
SES00000325 | 2025-09-26T15:00:00 | CUST7274416 | MTN | TikTok | streaming | 98.92 | 109 | 4G | afternoon |
SES00000326 | 2025-09-17T05:00:00 | CUST3640582 | 9mobile | WhatsApp | social | 52.12 | 95 | 5G | morning |
SES00000327 | 2025-09-25T19:00:00 | CUST6288715 | MTN | WhatsApp | social | 32.76 | 10 | 4G | evening |
SES00000328 | 2025-09-18T16:00:00 | CUST7077852 | MTN | WhatsApp | social | 47.78 | 67 | 4G | afternoon |
SES00000329 | 2025-09-02T16:00:00 | CUST7022901 | Glo | YouTube | streaming | 330.01 | 14 | 4G | afternoon |
SES00000330 | 2025-09-27T16:00:00 | CUST1773399 | Airtel | WhatsApp | social | 16.34 | 104 | 4G | afternoon |
SES00000331 | 2025-09-25T20:00:00 | CUST5739532 | MTN | YouTube | streaming | 267.65 | 136 | 4G | evening |
SES00000332 | 2025-10-01T18:00:00 | CUST7660950 | 9mobile | Facebook | social | 11.28 | 49 | 3G | evening |
SES00000333 | 2025-09-11T03:00:00 | CUST2220863 | Airtel | WhatsApp | social | 18.22 | 58 | 4G | night |
SES00000334 | 2025-09-03T17:00:00 | CUST6276192 | Airtel | YouTube | streaming | 266.63 | 167 | 4G | evening |
SES00000335 | 2025-09-12T19:00:00 | CUST6690441 | MTN | TikTok | streaming | 72.08 | 176 | 3G | evening |
SES00000336 | 2025-09-19T22:00:00 | CUST5810330 | Glo | Telegram | social | 73.36 | 54 | 3G | night |
SES00000337 | 2025-09-28T20:00:00 | CUST6218418 | Airtel | Instagram | social | 149.6 | 113 | 4G | evening |
SES00000338 | 2025-09-19T14:00:00 | CUST2207253 | MTN | TikTok | streaming | 366.41 | 23 | 3G | afternoon |
SES00000339 | 2025-09-03T20:00:00 | CUST8309477 | Airtel | TikTok | streaming | 71.37 | 141 | 4G | evening |
SES00000340 | 2025-09-03T12:00:00 | CUST7218681 | Airtel | Facebook | social | 46.1 | 66 | 4G | afternoon |
SES00000341 | 2025-09-11T23:00:00 | CUST8426411 | Glo | Facebook | social | 122.19 | 152 | 4G | night |
SES00000342 | 2025-09-06T07:00:00 | CUST9529550 | Airtel | WhatsApp | social | 36.59 | 94 | 4G | morning |
SES00000343 | 2025-09-21T12:00:00 | CUST4938389 | Airtel | WhatsApp | social | 88.97 | 43 | 3G | afternoon |
SES00000344 | 2025-09-26T11:00:00 | CUST3536830 | MTN | Facebook | social | 178.73 | 92 | 3G | morning |
SES00000345 | 2025-09-07T19:00:00 | CUST4266689 | MTN | WhatsApp | social | 73.25 | 40 | 4G | evening |
SES00000346 | 2025-09-06T11:00:00 | CUST5180577 | Airtel | WhatsApp | social | 94.15 | 147 | 4G | morning |
SES00000347 | 2025-09-18T03:00:00 | CUST7882753 | Airtel | Facebook | social | 179.13 | 97 | 4G | night |
SES00000348 | 2025-09-06T03:00:00 | CUST4050442 | MTN | WhatsApp | social | 27.33 | 140 | 3G | night |
SES00000349 | 2025-09-17T18:00:00 | CUST8159913 | Glo | YouTube | streaming | 456.92 | 3 | 2G | evening |
SES00000350 | 2025-09-11T11:00:00 | CUST6904691 | Glo | Twitter/X | social | 40.26 | 47 | 4G | morning |
SES00000351 | 2025-09-08T22:00:00 | CUST5949464 | MTN | Instagram | social | 93.31 | 155 | 4G | night |
SES00000352 | 2025-09-28T12:00:00 | CUST4616200 | 9mobile | Facebook | social | 122.61 | 138 | 4G | afternoon |
SES00000353 | 2025-09-23T08:00:00 | CUST3557920 | MTN | Instagram | social | 199.36 | 27 | 4G | morning |
SES00000354 | 2025-09-15T17:00:00 | CUST8374735 | Airtel | TikTok | streaming | 326.5 | 130 | 3G | evening |
SES00000355 | 2025-09-01T13:00:00 | CUST8790621 | Glo | WhatsApp | social | 74.02 | 63 | 4G | afternoon |
SES00000356 | 2025-09-06T19:00:00 | CUST4769829 | 9mobile | Facebook | social | 125.59 | 63 | 4G | evening |
SES00000357 | 2025-09-24T12:00:00 | CUST7526133 | MTN | WhatsApp | social | 80.9 | 148 | 3G | afternoon |
SES00000358 | 2025-09-02T01:00:00 | CUST4408757 | Airtel | WhatsApp | social | 81.16 | 140 | 3G | night |
SES00000359 | 2025-09-07T03:00:00 | CUST8333667 | 9mobile | WhatsApp | social | 20.25 | 85 | 4G | night |
SES00000360 | 2025-09-08T05:00:00 | CUST6211000 | Airtel | WhatsApp | social | 50.02 | 156 | 4G | morning |
SES00000361 | 2025-09-04T05:00:00 | CUST1863513 | Airtel | Facebook | social | 39.13 | 177 | 4G | morning |
SES00000362 | 2025-10-01T18:00:00 | CUST9327959 | 9mobile | Instagram | social | 160.97 | 94 | 4G | evening |
SES00000363 | 2025-09-15T09:00:00 | CUST7986639 | MTN | Facebook | social | 41.1 | 128 | 4G | morning |
SES00000364 | 2025-09-08T18:00:00 | CUST9321803 | MTN | Twitter/X | social | 65.45 | 85 | 4G | evening |
SES00000365 | 2025-09-03T00:00:00 | CUST4824911 | Airtel | WhatsApp | social | 17.71 | 169 | 4G | night |
SES00000366 | 2025-09-08T00:00:00 | CUST5087497 | Airtel | WhatsApp | social | 90.08 | 164 | 4G | night |
SES00000367 | 2025-09-27T04:00:00 | CUST9464855 | Glo | WhatsApp | social | 49.7 | 21 | 4G | night |
SES00000368 | 2025-09-10T04:00:00 | CUST5608640 | Glo | WhatsApp | social | 47.46 | 19 | 3G | night |
SES00000369 | 2025-09-19T14:00:00 | CUST1505688 | MTN | TikTok | streaming | 103.34 | 167 | 4G | afternoon |
SES00000370 | 2025-09-07T01:00:00 | CUST6204634 | MTN | WhatsApp | social | 76.3 | 50 | 3G | night |
SES00000371 | 2025-09-29T08:00:00 | CUST4451553 | Glo | Other | other | 31.3 | 112 | 2G | morning |
SES00000372 | 2025-09-26T15:00:00 | CUST1240581 | MTN | WhatsApp | social | 76.12 | 18 | 4G | afternoon |
SES00000373 | 2025-09-06T22:00:00 | CUST4537719 | Glo | TikTok | streaming | 102.05 | 120 | 4G | night |
SES00000374 | 2025-09-13T18:00:00 | CUST6566650 | MTN | Facebook | social | 159.12 | 5 | 4G | evening |
SES00000375 | 2025-09-02T23:00:00 | CUST3567661 | Airtel | TikTok | streaming | 299.77 | 31 | 4G | night |
SES00000376 | 2025-09-02T17:00:00 | CUST7805282 | MTN | YouTube | streaming | 236.11 | 91 | 2G | evening |
SES00000377 | 2025-09-21T08:00:00 | CUST6553633 | 9mobile | YouTube | streaming | 97.82 | 12 | 4G | morning |
SES00000378 | 2025-09-14T15:00:00 | CUST6288704 | Airtel | Facebook | social | 37.15 | 81 | 3G | afternoon |
SES00000379 | 2025-09-03T02:00:00 | CUST9763146 | 9mobile | Facebook | social | 29.95 | 167 | 4G | night |
SES00000380 | 2025-09-11T09:00:00 | CUST8950922 | MTN | YouTube | streaming | 467.31 | 13 | 4G | morning |
SES00000381 | 2025-09-16T09:00:00 | CUST9378969 | Glo | Facebook | social | 42.37 | 26 | 4G | morning |
SES00000382 | 2025-09-24T19:00:00 | CUST6475491 | Airtel | YouTube | streaming | 292.01 | 18 | 4G | evening |
SES00000383 | 2025-09-29T06:00:00 | CUST9538550 | Airtel | YouTube | streaming | 216.89 | 49 | 5G | morning |
SES00000384 | 2025-09-06T08:00:00 | CUST7292837 | MTN | WhatsApp | social | 30.2 | 58 | 4G | morning |
SES00000385 | 2025-09-18T08:00:00 | CUST5585425 | Airtel | Other | other | 17.44 | 131 | 4G | morning |
SES00000386 | 2025-09-25T04:00:00 | CUST7835630 | Airtel | Facebook | social | 165.13 | 162 | 3G | night |
SES00000387 | 2025-09-05T20:00:00 | CUST6577280 | 9mobile | WhatsApp | social | 22.21 | 161 | 3G | evening |
SES00000388 | 2025-09-25T03:00:00 | CUST1878164 | Airtel | WhatsApp | social | 42.36 | 132 | 4G | night |
SES00000389 | 2025-09-20T00:00:00 | CUST6297762 | Airtel | TikTok | streaming | 260.13 | 52 | 4G | night |
SES00000390 | 2025-09-09T02:00:00 | CUST7270344 | Glo | Facebook | social | 138.75 | 123 | 4G | night |
SES00000391 | 2025-09-06T16:00:00 | CUST7556674 | MTN | YouTube | streaming | 360.86 | 130 | 3G | afternoon |
SES00000392 | 2025-09-16T12:00:00 | CUST8724325 | MTN | TikTok | streaming | 300.8 | 120 | 4G | afternoon |
SES00000393 | 2025-09-18T05:00:00 | CUST4271030 | 9mobile | Other | other | 45.69 | 76 | 3G | morning |
SES00000394 | 2025-09-21T03:00:00 | CUST2976620 | MTN | Twitter/X | social | 141.8 | 69 | 4G | night |
SES00000395 | 2025-09-18T17:00:00 | CUST6811297 | Glo | YouTube | streaming | 66.85 | 126 | 4G | evening |
SES00000396 | 2025-09-24T22:00:00 | CUST1476166 | Airtel | TikTok | streaming | 491.01 | 18 | 4G | night |
SES00000397 | 2025-09-12T13:00:00 | CUST8139089 | Glo | Other | other | 46.33 | 42 | 5G | afternoon |
SES00000398 | 2025-09-15T17:00:00 | CUST8322903 | Airtel | Facebook | social | 197.93 | 100 | 3G | evening |
SES00000399 | 2025-09-03T08:00:00 | CUST4964522 | Glo | Facebook | social | 128.52 | 102 | 4G | morning |
SES00000400 | 2025-09-16T02:00:00 | CUST4882091 | MTN | WhatsApp | social | 82.91 | 10 | 4G | night |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.