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 |
|---|---|---|---|---|---|---|---|---|---|
SES00000801 | 2025-09-08T08:00:00 | CUST1527299 | MTN | Instagram | social | 190.47 | 57 | 4G | morning |
SES00000802 | 2025-09-13T20:00:00 | CUST8398478 | 9mobile | Instagram | social | 82.66 | 40 | 4G | evening |
SES00000803 | 2025-09-30T13:00:00 | CUST1447509 | MTN | WhatsApp | social | 33.29 | 111 | 4G | afternoon |
SES00000804 | 2025-09-20T06:00:00 | CUST4011935 | Airtel | WhatsApp | social | 63.61 | 36 | 4G | morning |
SES00000805 | 2025-09-11T03:00:00 | CUST9159542 | Glo | WhatsApp | social | 57.15 | 82 | 4G | night |
SES00000806 | 2025-09-20T12:00:00 | CUST7421840 | Airtel | Instagram | social | 20.76 | 130 | 3G | afternoon |
SES00000807 | 2025-09-02T22:00:00 | CUST6275039 | Airtel | WhatsApp | social | 63.99 | 66 | 4G | night |
SES00000808 | 2025-09-29T17:00:00 | CUST1393652 | MTN | WhatsApp | social | 78.07 | 96 | 4G | evening |
SES00000809 | 2025-09-06T17:00:00 | CUST4862959 | Airtel | WhatsApp | social | 71.51 | 92 | 3G | evening |
SES00000810 | 2025-09-11T18:00:00 | CUST2648981 | 9mobile | WhatsApp | social | 69 | 68 | 4G | evening |
SES00000811 | 2025-09-30T13:00:00 | CUST4005758 | Glo | WhatsApp | social | 66.54 | 169 | 4G | afternoon |
SES00000812 | 2025-09-29T14:00:00 | CUST3635714 | 9mobile | Instagram | social | 39.43 | 67 | 4G | afternoon |
SES00000813 | 2025-09-24T11:00:00 | CUST5487723 | MTN | WhatsApp | social | 36.4 | 154 | 4G | morning |
SES00000814 | 2025-09-09T22:00:00 | CUST5333719 | Glo | WhatsApp | social | 17.2 | 12 | 4G | night |
SES00000815 | 2025-09-21T18:00:00 | CUST4855513 | MTN | WhatsApp | social | 79.58 | 99 | 3G | evening |
SES00000816 | 2025-09-16T05:00:00 | CUST3615309 | MTN | Instagram | social | 27.75 | 150 | 4G | morning |
SES00000817 | 2025-10-01T20:00:00 | CUST3800229 | Airtel | Twitter/X | social | 93.22 | 51 | 4G | evening |
SES00000818 | 2025-09-09T04:00:00 | CUST1471861 | Glo | YouTube | streaming | 359.31 | 44 | 4G | night |
SES00000819 | 2025-09-26T17:00:00 | CUST9594688 | Airtel | Instagram | social | 48.12 | 140 | 2G | evening |
SES00000820 | 2025-09-23T10:00:00 | CUST1146017 | Airtel | TikTok | streaming | 235.44 | 83 | 3G | morning |
SES00000821 | 2025-09-30T10:00:00 | CUST8948179 | MTN | YouTube | streaming | 214.95 | 107 | 4G | morning |
SES00000822 | 2025-09-26T13:00:00 | CUST3825262 | MTN | Instagram | social | 15.43 | 81 | 3G | afternoon |
SES00000823 | 2025-09-09T07:00:00 | CUST7918249 | 9mobile | Twitter/X | social | 18.75 | 4 | 3G | morning |
SES00000824 | 2025-09-06T18:00:00 | CUST1037018 | MTN | YouTube | streaming | 316.27 | 64 | 4G | evening |
SES00000825 | 2025-09-30T18:00:00 | CUST2845692 | Glo | WhatsApp | social | 47.15 | 102 | 4G | evening |
SES00000826 | 2025-09-01T23:00:00 | CUST2241629 | MTN | WhatsApp | social | 54.77 | 35 | 4G | night |
SES00000827 | 2025-09-12T03:00:00 | CUST9931376 | Glo | Twitter/X | social | 101.97 | 159 | 4G | night |
SES00000828 | 2025-09-19T20:00:00 | CUST2920410 | Glo | WhatsApp | social | 88.23 | 114 | 3G | evening |
SES00000829 | 2025-09-29T08:00:00 | CUST5140671 | Glo | Instagram | social | 67.22 | 51 | 4G | morning |
SES00000830 | 2025-09-05T14:00:00 | CUST4951835 | Airtel | Other | other | 35 | 107 | 4G | afternoon |
SES00000831 | 2025-09-19T06:00:00 | CUST6907786 | Airtel | Facebook | social | 34.85 | 142 | 4G | morning |
SES00000832 | 2025-09-06T18:00:00 | CUST5505864 | Airtel | WhatsApp | social | 45.68 | 180 | 4G | evening |
SES00000833 | 2025-09-24T15:00:00 | CUST7453212 | MTN | Facebook | social | 186.02 | 124 | 4G | afternoon |
SES00000834 | 2025-09-05T01:00:00 | CUST2323362 | Airtel | WhatsApp | social | 32.59 | 13 | 4G | night |
SES00000835 | 2025-09-22T06:00:00 | CUST8275990 | Airtel | YouTube | streaming | 381.59 | 73 | 5G | morning |
SES00000836 | 2025-09-09T16:00:00 | CUST7844042 | MTN | WhatsApp | social | 96.54 | 99 | 3G | afternoon |
SES00000837 | 2025-09-19T08:00:00 | CUST1351381 | MTN | WhatsApp | social | 93.99 | 177 | 4G | morning |
SES00000838 | 2025-09-14T03:00:00 | CUST6322360 | MTN | YouTube | streaming | 294.93 | 167 | 3G | night |
SES00000839 | 2025-09-16T04:00:00 | CUST4783720 | MTN | WhatsApp | social | 24.63 | 15 | 4G | night |
SES00000840 | 2025-09-26T10:00:00 | CUST3928146 | Glo | Other | other | 31.15 | 74 | 3G | morning |
SES00000841 | 2025-09-08T06:00:00 | CUST1714299 | Airtel | Facebook | social | 114.9 | 168 | 3G | morning |
SES00000842 | 2025-09-09T04:00:00 | CUST8912684 | MTN | Instagram | social | 111.33 | 17 | 5G | night |
SES00000843 | 2025-09-10T19:00:00 | CUST2781872 | MTN | WhatsApp | social | 18.39 | 91 | 4G | evening |
SES00000844 | 2025-09-16T15:00:00 | CUST4102693 | Airtel | Telegram | social | 48.64 | 107 | 4G | afternoon |
SES00000845 | 2025-09-06T20:00:00 | CUST8719060 | MTN | WhatsApp | social | 9.69 | 3 | 4G | evening |
SES00000846 | 2025-09-17T13:00:00 | CUST8278581 | MTN | WhatsApp | social | 58.27 | 131 | 4G | afternoon |
SES00000847 | 2025-09-02T03:00:00 | CUST3248954 | Airtel | TikTok | streaming | 397.35 | 28 | 4G | night |
SES00000848 | 2025-09-28T00:00:00 | CUST7793035 | Airtel | WhatsApp | social | 70.02 | 27 | 4G | night |
SES00000849 | 2025-09-17T16:00:00 | CUST7477658 | Airtel | TikTok | streaming | 189.93 | 123 | 3G | afternoon |
SES00000850 | 2025-09-10T22:00:00 | CUST5827528 | MTN | Instagram | social | 32.99 | 131 | 4G | night |
SES00000851 | 2025-09-20T15:00:00 | CUST5021305 | 9mobile | WhatsApp | social | 69.49 | 4 | 5G | afternoon |
SES00000852 | 2025-09-05T01:00:00 | CUST6117631 | Airtel | Twitter/X | social | 100.37 | 44 | 3G | night |
SES00000853 | 2025-09-18T01:00:00 | CUST3935041 | Airtel | WhatsApp | social | 68.46 | 64 | 4G | night |
SES00000854 | 2025-09-23T13:00:00 | CUST9293339 | Airtel | YouTube | streaming | 289.68 | 55 | 4G | afternoon |
SES00000855 | 2025-09-24T23:00:00 | CUST3880751 | MTN | Instagram | social | 20.33 | 121 | 4G | night |
SES00000856 | 2025-10-01T08:00:00 | CUST5340633 | MTN | Instagram | social | 158.81 | 171 | 3G | morning |
SES00000857 | 2025-09-24T12:00:00 | CUST8633548 | Airtel | Instagram | social | 66.19 | 104 | 4G | afternoon |
SES00000858 | 2025-09-20T07:00:00 | CUST5940906 | MTN | Instagram | social | 39.55 | 104 | 3G | morning |
SES00000859 | 2025-09-16T05:00:00 | CUST8392312 | Glo | WhatsApp | social | 30.22 | 66 | 4G | morning |
SES00000860 | 2025-09-16T14:00:00 | CUST3631071 | MTN | TikTok | streaming | 52.82 | 131 | 4G | afternoon |
SES00000861 | 2025-09-01T13:00:00 | CUST3515842 | Glo | WhatsApp | social | 14 | 65 | 3G | afternoon |
SES00000862 | 2025-09-12T09:00:00 | CUST7441526 | MTN | Telegram | social | 72.36 | 93 | 4G | morning |
SES00000863 | 2025-09-10T18:00:00 | CUST8955232 | MTN | WhatsApp | social | 37.7 | 119 | 4G | evening |
SES00000864 | 2025-09-13T19:00:00 | CUST1364678 | Glo | YouTube | streaming | 115.36 | 170 | 2G | evening |
SES00000865 | 2025-09-11T10:00:00 | CUST5144405 | Airtel | WhatsApp | social | 10.06 | 66 | 4G | morning |
SES00000866 | 2025-09-24T23:00:00 | CUST1282524 | MTN | Telegram | social | 23.31 | 69 | 3G | night |
SES00000867 | 2025-09-16T12:00:00 | CUST4562331 | MTN | WhatsApp | social | 79.22 | 147 | 3G | afternoon |
SES00000868 | 2025-09-05T21:00:00 | CUST4056182 | Airtel | YouTube | streaming | 355.48 | 146 | 4G | evening |
SES00000869 | 2025-09-27T15:00:00 | CUST7678920 | MTN | YouTube | streaming | 298.96 | 100 | 4G | afternoon |
SES00000870 | 2025-09-12T16:00:00 | CUST1440954 | MTN | TikTok | streaming | 281.81 | 81 | 4G | afternoon |
SES00000871 | 2025-09-22T01:00:00 | CUST2246723 | Glo | WhatsApp | social | 82.83 | 151 | 4G | night |
SES00000872 | 2025-09-19T21:00:00 | CUST8349168 | Glo | TikTok | streaming | 452.88 | 150 | 4G | evening |
SES00000873 | 2025-09-20T02:00:00 | CUST4480188 | Glo | Telegram | social | 32.92 | 139 | 3G | night |
SES00000874 | 2025-09-19T05:00:00 | CUST1512547 | MTN | Instagram | social | 136.88 | 43 | 3G | morning |
SES00000875 | 2025-09-18T14:00:00 | CUST4907173 | Airtel | WhatsApp | social | 65 | 105 | 4G | afternoon |
SES00000876 | 2025-09-11T18:00:00 | CUST2467662 | Glo | YouTube | streaming | 418.72 | 168 | 4G | evening |
SES00000877 | 2025-09-25T09:00:00 | CUST9604673 | 9mobile | TikTok | streaming | 468.5 | 92 | 4G | morning |
SES00000878 | 2025-09-29T09:00:00 | CUST5015178 | Airtel | WhatsApp | social | 78.92 | 117 | 4G | morning |
SES00000879 | 2025-09-14T23:00:00 | CUST7645146 | MTN | TikTok | streaming | 385.27 | 175 | 4G | night |
SES00000880 | 2025-09-03T15:00:00 | CUST7411397 | Airtel | WhatsApp | social | 63.29 | 171 | 3G | afternoon |
SES00000881 | 2025-09-21T19:00:00 | CUST6159496 | Airtel | Twitter/X | social | 115.36 | 125 | 4G | evening |
SES00000882 | 2025-09-24T18:00:00 | CUST5818314 | MTN | YouTube | streaming | 371.82 | 23 | 4G | evening |
SES00000883 | 2025-09-12T23:00:00 | CUST6722326 | MTN | YouTube | streaming | 362.79 | 77 | 4G | night |
SES00000884 | 2025-09-17T23:00:00 | CUST5698581 | Glo | YouTube | streaming | 372.78 | 156 | 2G | night |
SES00000885 | 2025-09-09T13:00:00 | CUST5013002 | MTN | WhatsApp | social | 21.34 | 136 | 3G | afternoon |
SES00000886 | 2025-09-29T17:00:00 | CUST6063208 | MTN | YouTube | streaming | 401.16 | 103 | 4G | evening |
SES00000887 | 2025-09-21T09:00:00 | CUST2344426 | 9mobile | Instagram | social | 17.57 | 112 | 2G | morning |
SES00000888 | 2025-09-03T15:00:00 | CUST6023550 | MTN | WhatsApp | social | 12.09 | 22 | 4G | afternoon |
SES00000889 | 2025-09-11T08:00:00 | CUST6952179 | MTN | YouTube | streaming | 131.63 | 161 | 5G | morning |
SES00000890 | 2025-09-08T14:00:00 | CUST3703916 | MTN | YouTube | streaming | 491.82 | 19 | 4G | afternoon |
SES00000891 | 2025-10-01T10:00:00 | CUST9780669 | Airtel | Other | other | 2.26 | 66 | 4G | morning |
SES00000892 | 2025-09-20T12:00:00 | CUST2787014 | 9mobile | WhatsApp | social | 53.92 | 23 | 4G | afternoon |
SES00000893 | 2025-09-18T13:00:00 | CUST5857328 | MTN | WhatsApp | social | 53.02 | 117 | 3G | afternoon |
SES00000894 | 2025-09-26T00:00:00 | CUST1016602 | Airtel | Instagram | social | 69.01 | 168 | 3G | night |
SES00000895 | 2025-09-29T03:00:00 | CUST5686419 | Airtel | WhatsApp | social | 24.97 | 45 | 4G | night |
SES00000896 | 2025-09-30T16:00:00 | CUST6167916 | Glo | YouTube | streaming | 316.82 | 164 | 4G | afternoon |
SES00000897 | 2025-09-21T16:00:00 | CUST3166658 | Airtel | WhatsApp | social | 11.75 | 41 | 4G | afternoon |
SES00000898 | 2025-09-23T08:00:00 | CUST1948910 | 9mobile | TikTok | streaming | 363.27 | 124 | 4G | morning |
SES00000899 | 2025-09-09T13:00:00 | CUST5664492 | MTN | WhatsApp | social | 80.46 | 90 | 4G | afternoon |
SES00000900 | 2025-09-28T00:00:00 | CUST3150401 | MTN | TikTok | streaming | 475.38 | 8 | 4G | night |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.