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 |
|---|---|---|---|---|---|---|---|---|---|
SES00001001 | 2025-09-30T04:00:00 | CUST6743429 | Airtel | TikTok | streaming | 267.28 | 87 | 3G | night |
SES00001002 | 2025-09-15T01:00:00 | CUST4282738 | Glo | WhatsApp | social | 33.32 | 67 | 5G | night |
SES00001003 | 2025-09-27T04:00:00 | CUST9778681 | MTN | WhatsApp | social | 10.14 | 95 | 4G | night |
SES00001004 | 2025-09-09T23:00:00 | CUST1911514 | Glo | WhatsApp | social | 94.23 | 53 | 3G | night |
SES00001005 | 2025-09-28T23:00:00 | CUST8813028 | MTN | Instagram | social | 197.87 | 97 | 4G | night |
SES00001006 | 2025-09-20T00:00:00 | CUST6043369 | MTN | WhatsApp | social | 88.14 | 166 | 4G | night |
SES00001007 | 2025-09-06T05:00:00 | CUST4701053 | Glo | Telegram | social | 25.59 | 34 | 4G | morning |
SES00001008 | 2025-09-04T00:00:00 | CUST2474907 | MTN | Facebook | social | 95.78 | 91 | 4G | night |
SES00001009 | 2025-09-02T07:00:00 | CUST9751054 | MTN | Instagram | social | 15.79 | 127 | 3G | morning |
SES00001010 | 2025-09-13T09:00:00 | CUST2193373 | MTN | YouTube | streaming | 315.1 | 3 | 4G | morning |
SES00001011 | 2025-09-05T14:00:00 | CUST1022339 | Glo | Facebook | social | 119.07 | 33 | 4G | afternoon |
SES00001012 | 2025-09-03T03:00:00 | CUST2196175 | MTN | Instagram | social | 76.35 | 55 | 4G | night |
SES00001013 | 2025-09-01T10:00:00 | CUST6033281 | MTN | Instagram | social | 126.03 | 3 | 4G | morning |
SES00001014 | 2025-09-25T17:00:00 | CUST3529176 | MTN | WhatsApp | social | 96.23 | 98 | 4G | evening |
SES00001015 | 2025-09-09T22:00:00 | CUST9796248 | Glo | WhatsApp | social | 43.31 | 180 | 5G | night |
SES00001016 | 2025-09-08T09:00:00 | CUST8737359 | MTN | YouTube | streaming | 384.79 | 108 | 4G | morning |
SES00001017 | 2025-09-18T11:00:00 | CUST1177308 | MTN | Facebook | social | 166.32 | 164 | 2G | morning |
SES00001018 | 2025-09-04T00:00:00 | CUST9250772 | Airtel | YouTube | streaming | 154.08 | 68 | 4G | night |
SES00001019 | 2025-09-30T00:00:00 | CUST8305211 | Airtel | WhatsApp | social | 96.13 | 104 | 4G | night |
SES00001020 | 2025-09-04T21:00:00 | CUST8533749 | MTN | Instagram | social | 13.22 | 45 | 4G | evening |
SES00001021 | 2025-09-05T04:00:00 | CUST7600015 | MTN | Instagram | social | 89.96 | 44 | 4G | night |
SES00001022 | 2025-09-30T08:00:00 | CUST8703943 | Glo | WhatsApp | social | 23.81 | 43 | 4G | morning |
SES00001023 | 2025-09-13T16:00:00 | CUST5633577 | 9mobile | WhatsApp | social | 75.69 | 90 | 4G | afternoon |
SES00001024 | 2025-09-01T20:00:00 | CUST6649559 | MTN | WhatsApp | social | 90.4 | 162 | 4G | evening |
SES00001025 | 2025-09-17T21:00:00 | CUST7861560 | Glo | WhatsApp | social | 74.75 | 42 | 4G | evening |
SES00001026 | 2025-09-08T10:00:00 | CUST1901435 | Glo | WhatsApp | social | 26.65 | 80 | 4G | morning |
SES00001027 | 2025-09-16T20:00:00 | CUST7173776 | Glo | Other | other | 2.61 | 5 | 4G | evening |
SES00001028 | 2025-09-07T09:00:00 | CUST6278829 | Airtel | Instagram | social | 78.64 | 122 | 4G | morning |
SES00001029 | 2025-09-13T21:00:00 | CUST8854319 | MTN | WhatsApp | social | 36.21 | 75 | 4G | evening |
SES00001030 | 2025-09-30T01:00:00 | CUST3237058 | MTN | YouTube | streaming | 80.57 | 69 | 4G | night |
SES00001031 | 2025-09-17T19:00:00 | CUST6691436 | MTN | YouTube | streaming | 480.82 | 135 | 2G | evening |
SES00001032 | 2025-09-11T15:00:00 | CUST7004325 | MTN | Instagram | social | 158.95 | 160 | 3G | afternoon |
SES00001033 | 2025-09-12T08:00:00 | CUST5787026 | MTN | Instagram | social | 109.24 | 166 | 4G | morning |
SES00001034 | 2025-09-17T02:00:00 | CUST1696278 | Airtel | YouTube | streaming | 343.89 | 59 | 4G | night |
SES00001035 | 2025-09-06T21:00:00 | CUST5268807 | MTN | Twitter/X | social | 94.84 | 12 | 4G | evening |
SES00001036 | 2025-09-11T19:00:00 | CUST9221033 | 9mobile | Facebook | social | 68.43 | 106 | 4G | evening |
SES00001037 | 2025-09-23T09:00:00 | CUST5913993 | Airtel | Instagram | social | 126.28 | 68 | 5G | morning |
SES00001038 | 2025-09-26T11:00:00 | CUST3537055 | Airtel | Facebook | social | 45 | 90 | 4G | morning |
SES00001039 | 2025-09-30T07:00:00 | CUST8981852 | Airtel | YouTube | streaming | 231.94 | 46 | 4G | morning |
SES00001040 | 2025-09-17T15:00:00 | CUST9939630 | Airtel | YouTube | streaming | 415.59 | 180 | 4G | afternoon |
SES00001041 | 2025-09-26T11:00:00 | CUST5057797 | Airtel | Instagram | social | 152.74 | 123 | 3G | morning |
SES00001042 | 2025-09-19T16:00:00 | CUST4421385 | Airtel | Twitter/X | social | 113.93 | 121 | 4G | afternoon |
SES00001043 | 2025-09-04T00:00:00 | CUST2168951 | Glo | WhatsApp | social | 91.33 | 81 | 5G | night |
SES00001044 | 2025-09-10T23:00:00 | CUST7032354 | Airtel | WhatsApp | social | 50.5 | 118 | 2G | night |
SES00001045 | 2025-09-07T10:00:00 | CUST1752234 | Airtel | Telegram | social | 79.12 | 52 | 3G | morning |
SES00001046 | 2025-09-02T20:00:00 | CUST5209186 | Glo | Instagram | social | 163.33 | 149 | 2G | evening |
SES00001047 | 2025-09-24T02:00:00 | CUST2735079 | Airtel | Facebook | social | 154.79 | 37 | 4G | night |
SES00001048 | 2025-09-09T04:00:00 | CUST9026866 | 9mobile | YouTube | streaming | 116.61 | 64 | 4G | night |
SES00001049 | 2025-09-19T08:00:00 | CUST3278847 | MTN | TikTok | streaming | 122.7 | 174 | 4G | morning |
SES00001050 | 2025-09-21T14:00:00 | CUST5060974 | Airtel | Facebook | social | 168.5 | 167 | 4G | afternoon |
SES00001051 | 2025-09-28T10:00:00 | CUST1052285 | Airtel | Instagram | social | 49.47 | 88 | 4G | morning |
SES00001052 | 2025-09-19T17:00:00 | CUST7884833 | Glo | Instagram | social | 32.56 | 66 | 4G | evening |
SES00001053 | 2025-09-12T16:00:00 | CUST6384962 | Airtel | TikTok | streaming | 71.78 | 157 | 4G | afternoon |
SES00001054 | 2025-09-24T13:00:00 | CUST2783428 | MTN | YouTube | streaming | 441.46 | 92 | 4G | afternoon |
SES00001055 | 2025-09-09T22:00:00 | CUST6328851 | MTN | Other | other | 46.39 | 32 | 4G | night |
SES00001056 | 2025-09-02T20:00:00 | CUST7276347 | MTN | Instagram | social | 141.91 | 75 | 4G | evening |
SES00001057 | 2025-09-04T11:00:00 | CUST8098632 | MTN | WhatsApp | social | 72.64 | 121 | 4G | morning |
SES00001058 | 2025-09-20T04:00:00 | CUST7482831 | 9mobile | Other | other | 49.3 | 90 | 4G | night |
SES00001059 | 2025-09-10T18:00:00 | CUST6578354 | Airtel | Facebook | social | 26.81 | 64 | 3G | evening |
SES00001060 | 2025-09-14T17:00:00 | CUST3061491 | Airtel | Instagram | social | 175.26 | 63 | 4G | evening |
SES00001061 | 2025-09-21T13:00:00 | CUST3204459 | Airtel | WhatsApp | social | 68.46 | 134 | 4G | afternoon |
SES00001062 | 2025-09-03T12:00:00 | CUST3400223 | Glo | Other | other | 43.37 | 169 | 4G | afternoon |
SES00001063 | 2025-09-15T12:00:00 | CUST1139086 | Glo | Facebook | social | 175 | 130 | 2G | afternoon |
SES00001064 | 2025-09-13T14:00:00 | CUST5705807 | Glo | WhatsApp | social | 6.9 | 87 | 4G | afternoon |
SES00001065 | 2025-09-17T22:00:00 | CUST8528273 | 9mobile | WhatsApp | social | 67.74 | 57 | 4G | night |
SES00001066 | 2025-09-08T09:00:00 | CUST8970610 | MTN | YouTube | streaming | 493.2 | 180 | 5G | morning |
SES00001067 | 2025-09-08T10:00:00 | CUST5389227 | MTN | Telegram | social | 75.82 | 103 | 3G | morning |
SES00001068 | 2025-09-20T18:00:00 | CUST7126780 | Glo | WhatsApp | social | 24.96 | 118 | 4G | evening |
SES00001069 | 2025-09-08T13:00:00 | CUST7650183 | 9mobile | WhatsApp | social | 8.41 | 26 | 4G | afternoon |
SES00001070 | 2025-09-20T06:00:00 | CUST3164445 | MTN | Instagram | social | 104.05 | 3 | 4G | morning |
SES00001071 | 2025-09-08T00:00:00 | CUST6878291 | Glo | YouTube | streaming | 481.92 | 172 | 4G | night |
SES00001072 | 2025-09-07T01:00:00 | CUST8983596 | Airtel | YouTube | streaming | 166.75 | 159 | 4G | night |
SES00001073 | 2025-09-20T10:00:00 | CUST2645958 | Airtel | YouTube | streaming | 161.68 | 31 | 2G | morning |
SES00001074 | 2025-09-27T20:00:00 | CUST8995642 | MTN | Other | other | 25.43 | 97 | 4G | evening |
SES00001075 | 2025-09-20T07:00:00 | CUST4112236 | Glo | WhatsApp | social | 99.73 | 157 | 3G | morning |
SES00001076 | 2025-09-15T04:00:00 | CUST2807432 | Airtel | WhatsApp | social | 74.7 | 13 | 2G | night |
SES00001077 | 2025-09-10T02:00:00 | CUST7759450 | Glo | YouTube | streaming | 477.35 | 96 | 4G | night |
SES00001078 | 2025-09-26T20:00:00 | CUST8406746 | MTN | WhatsApp | social | 41.74 | 70 | 4G | evening |
SES00001079 | 2025-09-18T00:00:00 | CUST9740349 | Glo | Facebook | social | 41.94 | 80 | 2G | night |
SES00001080 | 2025-09-12T18:00:00 | CUST7158372 | MTN | WhatsApp | social | 54.98 | 165 | 2G | evening |
SES00001081 | 2025-09-22T10:00:00 | CUST9725893 | MTN | WhatsApp | social | 68.05 | 164 | 4G | morning |
SES00001082 | 2025-09-12T07:00:00 | CUST4015939 | Glo | YouTube | streaming | 395.62 | 92 | 4G | morning |
SES00001083 | 2025-09-15T09:00:00 | CUST2024636 | MTN | Instagram | social | 139.98 | 164 | 4G | morning |
SES00001084 | 2025-09-04T11:00:00 | CUST3566944 | Glo | Facebook | social | 133.74 | 45 | 2G | morning |
SES00001085 | 2025-09-17T15:00:00 | CUST1005302 | MTN | WhatsApp | social | 73.09 | 14 | 3G | afternoon |
SES00001086 | 2025-09-07T03:00:00 | CUST4334484 | MTN | WhatsApp | social | 12.01 | 27 | 3G | night |
SES00001087 | 2025-09-07T01:00:00 | CUST4494184 | MTN | YouTube | streaming | 173.9 | 136 | 5G | night |
SES00001088 | 2025-09-26T23:00:00 | CUST8136109 | MTN | Other | other | 14.55 | 169 | 4G | night |
SES00001089 | 2025-09-24T21:00:00 | CUST1345740 | Airtel | Twitter/X | social | 181.23 | 32 | 4G | evening |
SES00001090 | 2025-09-26T21:00:00 | CUST7706474 | Glo | Facebook | social | 89.75 | 119 | 3G | evening |
SES00001091 | 2025-09-16T19:00:00 | CUST6579744 | Glo | WhatsApp | social | 80.32 | 88 | 4G | evening |
SES00001092 | 2025-09-05T11:00:00 | CUST9624566 | Glo | Telegram | social | 78.22 | 37 | 4G | morning |
SES00001093 | 2025-09-30T01:00:00 | CUST6074323 | 9mobile | Facebook | social | 80.96 | 106 | 2G | night |
SES00001094 | 2025-09-11T22:00:00 | CUST7451806 | Glo | Facebook | social | 69.74 | 2 | 4G | night |
SES00001095 | 2025-09-06T02:00:00 | CUST8602935 | MTN | WhatsApp | social | 92.22 | 56 | 3G | night |
SES00001096 | 2025-09-22T09:00:00 | CUST9592755 | MTN | Twitter/X | social | 49.04 | 13 | 4G | morning |
SES00001097 | 2025-09-09T01:00:00 | CUST8210896 | MTN | YouTube | streaming | 85.97 | 39 | 4G | night |
SES00001098 | 2025-09-05T13:00:00 | CUST7602107 | MTN | YouTube | streaming | 384.89 | 176 | 4G | afternoon |
SES00001099 | 2025-09-19T02:00:00 | CUST2496630 | Glo | Twitter/X | social | 17.84 | 46 | 3G | night |
SES00001100 | 2025-09-21T10:00:00 | CUST8383349 | MTN | WhatsApp | social | 30.31 | 69 | 4G | morning |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.