trace_id stringlengths 11 11 | timestamp timestamp[ns]date 2025-09-01 00:00:00 2025-10-01 23:59:00 | customer_id stringlengths 11 11 | latitude float64 4.72 12.1 | longitude float64 3.26 8.98 | city stringclasses 15
values | tower_id stringlengths 8 8 | movement_speed_kmh float64 0 60 | direction_degrees int64 0 359 | user_density stringclasses 3
values | time_of_day stringclasses 4
values | day_of_week stringclasses 7
values | location_type stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
TRC00499901 | 2025-09-12T18:46:00 | CUST3108311 | 5.07153 | 7.319365 | Aba | ABA-2474 | 12.4 | 57 | high | evening | Friday | residential |
TRC00499902 | 2025-09-30T17:30:00 | CUST9583841 | 7.209351 | 3.278748 | Abeokuta | ABE-9668 | 5.7 | 235 | high | evening | Tuesday | highway |
TRC00499903 | 2025-09-27T00:43:00 | CUST4921100 | 8.410028 | 4.456895 | Ilorin | ILO-7520 | 36.4 | 266 | low | night | Saturday | commercial |
TRC00499904 | 2025-09-17T10:46:00 | CUST6538454 | 4.994889 | 8.363279 | Calabar | CAL-8007 | 2.1 | 48 | medium | morning | Wednesday | commercial |
TRC00499905 | 2025-09-19T10:46:00 | CUST3927091 | 6.277775 | 5.542602 | Benin City | BEN-2623 | 0.1 | 14 | medium | morning | Friday | highway |
TRC00499906 | 2025-09-02T03:01:00 | CUST9988800 | 4.891204 | 7.109497 | Port Harcourt | POR-5912 | 20.4 | 157 | low | night | Tuesday | industrial |
TRC00499907 | 2025-09-30T10:11:00 | CUST8966967 | 6.499545 | 3.359377 | Lagos | LAG-4320 | 6.8 | 272 | medium | morning | Tuesday | commercial |
TRC00499908 | 2025-09-19T13:10:00 | CUST2371993 | 6.067602 | 6.695826 | Onitsha | ONI-6068 | 4.6 | 5 | medium | afternoon | Friday | residential |
TRC00499909 | 2025-09-30T08:25:00 | CUST5665393 | 5.459227 | 5.788731 | Warri | WAR-9780 | 22.8 | 320 | high | morning | Tuesday | residential |
TRC00499910 | 2025-09-08T12:14:00 | CUST4182434 | 4.971245 | 8.314721 | Calabar | CAL-6742 | 5.1 | 223 | medium | afternoon | Monday | residential |
TRC00499911 | 2025-09-15T23:24:00 | CUST2595209 | 6.280254 | 5.507653 | Benin City | BEN-6219 | 12.9 | 254 | low | night | Monday | residential |
TRC00499912 | 2025-09-05T07:04:00 | CUST4195745 | 6.447085 | 3.305025 | Lagos | LAG-6062 | 28 | 176 | high | morning | Friday | residential |
TRC00499913 | 2025-09-04T15:00:00 | CUST5680719 | 8.430977 | 4.499664 | Ilorin | ILO-2114 | 1.9 | 17 | medium | afternoon | Thursday | residential |
TRC00499914 | 2025-09-05T02:16:00 | CUST1303651 | 5.53735 | 5.789091 | Warri | WAR-5148 | 41 | 46 | low | night | Friday | commercial |
TRC00499915 | 2025-09-04T12:41:00 | CUST9235372 | 7.233846 | 3.380143 | Abeokuta | ABE-8505 | 8.9 | 92 | medium | afternoon | Thursday | commercial |
TRC00499916 | 2025-09-27T22:21:00 | CUST8461765 | 10.517642 | 7.428434 | Kaduna | KAD-9330 | 16 | 342 | low | night | Saturday | industrial |
TRC00499917 | 2025-09-24T00:23:00 | CUST5667590 | 9.113617 | 7.488061 | Abuja | ABU-4670 | 58.6 | 333 | low | night | Wednesday | commercial |
TRC00499918 | 2025-09-30T17:53:00 | CUST1419713 | 5.427914 | 5.730044 | Warri | WAR-4011 | 27 | 119 | high | evening | Tuesday | highway |
TRC00499919 | 2025-09-30T16:52:00 | CUST4578937 | 6.178997 | 6.848331 | Onitsha | ONI-8505 | 4.3 | 149 | medium | afternoon | Tuesday | industrial |
TRC00499920 | 2025-09-23T20:48:00 | CUST8195781 | 7.186622 | 3.385676 | Abeokuta | ABE-8971 | 43.4 | 30 | low | evening | Tuesday | residential |
TRC00499921 | 2025-09-06T18:57:00 | CUST6027368 | 6.450104 | 7.498175 | Enugu | ENU-9134 | 23.7 | 233 | high | evening | Saturday | industrial |
TRC00499922 | 2025-09-18T11:58:00 | CUST7598398 | 6.469991 | 3.36845 | Lagos | LAG-8035 | 8.6 | 221 | medium | morning | Thursday | commercial |
TRC00499923 | 2025-09-27T02:15:00 | CUST4011392 | 11.90242 | 8.620033 | Kano | KAN-5702 | 15.8 | 132 | low | night | Saturday | residential |
TRC00499924 | 2025-09-14T18:49:00 | CUST9979565 | 6.246694 | 5.64294 | Benin City | BEN-8649 | 17.2 | 32 | high | evening | Sunday | commercial |
TRC00499925 | 2025-09-23T06:06:00 | CUST6427783 | 11.922486 | 8.690311 | Kano | KAN-6512 | 16.8 | 97 | low | morning | Tuesday | residential |
TRC00499926 | 2025-09-23T15:12:00 | CUST8985688 | 5.210694 | 7.429039 | Aba | ABA-1329 | 2 | 99 | medium | afternoon | Tuesday | residential |
TRC00499927 | 2025-09-24T07:46:00 | CUST1813388 | 6.377645 | 5.599312 | Benin City | BEN-8109 | 24.3 | 168 | high | morning | Wednesday | commercial |
TRC00499928 | 2025-09-06T17:57:00 | CUST1931447 | 6.465614 | 7.432394 | Enugu | ENU-8916 | 13.2 | 246 | high | evening | Saturday | residential |
TRC00499929 | 2025-09-05T13:15:00 | CUST2911029 | 5.02664 | 7.423702 | Aba | ABA-8878 | 9 | 228 | medium | afternoon | Friday | commercial |
TRC00499930 | 2025-09-13T21:43:00 | CUST5796969 | 12.084677 | 8.632018 | Kano | KAN-5686 | 59 | 10 | low | evening | Saturday | residential |
TRC00499931 | 2025-09-11T02:00:00 | CUST2238094 | 10.464028 | 7.44377 | Kaduna | KAD-7299 | 21.6 | 357 | low | night | Thursday | commercial |
TRC00499932 | 2025-09-13T11:32:00 | CUST5724915 | 6.5215 | 7.442165 | Enugu | ENU-1110 | 4.3 | 293 | medium | morning | Saturday | highway |
TRC00499933 | 2025-09-25T20:05:00 | CUST6495240 | 5.046078 | 7.318577 | Aba | ABA-6537 | 52.4 | 95 | low | evening | Thursday | commercial |
TRC00499934 | 2025-09-18T05:41:00 | CUST8627772 | 12.018542 | 8.680132 | Kano | KAN-4635 | 32.3 | 166 | low | morning | Thursday | commercial |
TRC00499935 | 2025-09-28T23:19:00 | CUST4227185 | 6.503276 | 3.338043 | Lagos | LAG-1332 | 31.1 | 46 | low | night | Sunday | residential |
TRC00499936 | 2025-09-06T17:29:00 | CUST8695922 | 5.127382 | 7.385478 | Aba | ABA-9053 | 5.9 | 62 | high | evening | Saturday | residential |
TRC00499937 | 2025-09-29T00:27:00 | CUST2336051 | 6.169545 | 6.792894 | Onitsha | ONI-1270 | 58.5 | 10 | low | night | Monday | commercial |
TRC00499938 | 2025-09-23T20:43:00 | CUST9566918 | 4.73671 | 7.052753 | Port Harcourt | POR-5784 | 35.8 | 137 | low | evening | Tuesday | residential |
TRC00499939 | 2025-09-16T22:47:00 | CUST6235375 | 4.977738 | 8.256044 | Calabar | CAL-5540 | 57.7 | 53 | low | night | Tuesday | highway |
TRC00499940 | 2025-09-10T10:03:00 | CUST6638234 | 11.947773 | 8.620774 | Kano | KAN-5929 | 3.4 | 52 | medium | morning | Wednesday | residential |
TRC00499941 | 2025-09-14T11:35:00 | CUST8380809 | 8.988681 | 7.342505 | Abuja | ABU-5933 | 2.3 | 196 | medium | morning | Sunday | industrial |
TRC00499942 | 2025-09-07T15:31:00 | CUST5283533 | 8.467568 | 4.612972 | Ilorin | ILO-1853 | 4.5 | 288 | medium | afternoon | Sunday | residential |
TRC00499943 | 2025-09-15T15:28:00 | CUST6024992 | 9.962793 | 8.795398 | Jos | JOS-3106 | 5.6 | 136 | medium | afternoon | Monday | residential |
TRC00499944 | 2025-09-02T20:25:00 | CUST6079842 | 7.142901 | 3.421731 | Abeokuta | ABE-4044 | 14.8 | 110 | low | evening | Tuesday | residential |
TRC00499945 | 2025-09-22T11:32:00 | CUST2654650 | 4.870828 | 7.093564 | Port Harcourt | POR-1829 | 4.6 | 180 | medium | morning | Monday | residential |
TRC00499946 | 2025-09-17T01:57:00 | CUST8191055 | 10.43404 | 7.323129 | Kaduna | KAD-5686 | 34.4 | 295 | low | night | Wednesday | commercial |
TRC00499947 | 2025-09-12T10:26:00 | CUST3984516 | 9.867036 | 8.814772 | Jos | JOS-2099 | 7.4 | 122 | medium | morning | Friday | highway |
TRC00499948 | 2025-09-10T14:08:00 | CUST5319088 | 4.907681 | 8.308603 | Calabar | CAL-6157 | 1.1 | 0 | medium | afternoon | Wednesday | residential |
TRC00499949 | 2025-09-11T04:58:00 | CUST4409647 | 5.019306 | 7.303827 | Aba | ABA-7057 | 19.8 | 182 | low | night | Thursday | residential |
TRC00499950 | 2025-09-18T06:04:00 | CUST3364645 | 4.773357 | 7.067391 | Port Harcourt | POR-4513 | 47.5 | 0 | low | morning | Thursday | residential |
TRC00499951 | 2025-09-02T13:07:00 | CUST4878612 | 6.610447 | 3.384579 | Lagos | LAG-5685 | 1.2 | 296 | medium | afternoon | Tuesday | commercial |
TRC00499952 | 2025-09-30T17:23:00 | CUST7058186 | 5.117754 | 7.436743 | Aba | ABA-7876 | 11 | 131 | high | evening | Tuesday | residential |
TRC00499953 | 2025-09-28T22:03:00 | CUST9344193 | 7.458306 | 3.878089 | Ibadan | IBA-5684 | 45.2 | 129 | low | night | Sunday | commercial |
TRC00499954 | 2025-09-25T11:16:00 | CUST6467190 | 6.180599 | 6.762504 | Onitsha | ONI-5875 | 8 | 58 | medium | morning | Thursday | industrial |
TRC00499955 | 2025-09-03T01:20:00 | CUST7300495 | 4.944113 | 8.340394 | Calabar | CAL-5282 | 41.8 | 247 | low | night | Wednesday | residential |
TRC00499956 | 2025-09-15T08:43:00 | CUST9188382 | 9.999973 | 8.952682 | Jos | JOS-4857 | 17.5 | 341 | high | morning | Monday | commercial |
TRC00499957 | 2025-09-22T17:20:00 | CUST8022741 | 7.408922 | 3.863132 | Ibadan | IBA-8405 | 18 | 268 | high | evening | Monday | commercial |
TRC00499958 | 2025-09-20T09:58:00 | CUST3286498 | 6.541542 | 3.366122 | Lagos | LAG-4677 | 8.9 | 322 | high | morning | Saturday | commercial |
TRC00499959 | 2025-09-19T07:55:00 | CUST4677314 | 6.465397 | 7.465287 | Enugu | ENU-1177 | 26.8 | 145 | high | morning | Friday | commercial |
TRC00499960 | 2025-09-22T03:00:00 | CUST3688855 | 8.441946 | 4.620485 | Ilorin | ILO-6525 | 22.8 | 273 | low | night | Monday | residential |
TRC00499961 | 2025-09-21T07:21:00 | CUST8834631 | 6.129201 | 6.739632 | Onitsha | ONI-2916 | 9.7 | 54 | high | morning | Sunday | commercial |
TRC00499962 | 2025-09-05T03:10:00 | CUST3556404 | 4.999325 | 8.420639 | Calabar | CAL-8684 | 41.4 | 5 | low | night | Friday | commercial |
TRC00499963 | 2025-09-16T10:44:00 | CUST1705756 | 6.479219 | 7.522609 | Enugu | ENU-8006 | 1.8 | 58 | medium | morning | Tuesday | residential |
TRC00499964 | 2025-09-18T10:46:00 | CUST8455597 | 6.324964 | 5.700977 | Benin City | BEN-3859 | 7.2 | 98 | medium | morning | Thursday | highway |
TRC00499965 | 2025-09-24T19:37:00 | CUST9693474 | 4.903654 | 8.308336 | Calabar | CAL-1997 | 12.6 | 229 | high | evening | Wednesday | residential |
TRC00499966 | 2025-09-05T17:16:00 | CUST3073803 | 6.119911 | 6.713196 | Onitsha | ONI-1547 | 20.2 | 305 | high | evening | Friday | industrial |
TRC00499967 | 2025-09-29T21:29:00 | CUST5517877 | 4.858296 | 8.412342 | Calabar | CAL-8106 | 24.2 | 352 | low | evening | Monday | highway |
TRC00499968 | 2025-09-23T04:00:00 | CUST7291700 | 5.600062 | 5.808401 | Warri | WAR-6029 | 11.5 | 139 | low | night | Tuesday | industrial |
TRC00499969 | 2025-09-16T17:43:00 | CUST7260026 | 11.91419 | 8.625062 | Kano | KAN-5803 | 7 | 74 | high | evening | Tuesday | commercial |
TRC00499970 | 2025-09-17T02:03:00 | CUST9929033 | 5.048125 | 8.259881 | Calabar | CAL-2622 | 34.7 | 7 | low | night | Wednesday | residential |
TRC00499971 | 2025-09-06T23:53:00 | CUST4183517 | 9.997767 | 8.980535 | Jos | JOS-9219 | 31.5 | 38 | low | night | Saturday | industrial |
TRC00499972 | 2025-09-18T11:59:00 | CUST1952077 | 10.536133 | 7.49053 | Kaduna | KAD-2219 | 3.6 | 236 | medium | morning | Thursday | industrial |
TRC00499973 | 2025-09-18T07:00:00 | CUST8357321 | 6.419261 | 5.639744 | Benin City | BEN-7287 | 16.4 | 224 | high | morning | Thursday | industrial |
TRC00499974 | 2025-09-01T16:43:00 | CUST1341765 | 7.175156 | 3.269438 | Abeokuta | ABE-2629 | 9.4 | 190 | medium | afternoon | Monday | commercial |
TRC00499975 | 2025-09-25T02:08:00 | CUST4336972 | 10.514284 | 7.420349 | Kaduna | KAD-7352 | 38.7 | 82 | low | night | Thursday | residential |
TRC00499976 | 2025-09-11T11:18:00 | CUST3629332 | 5.479875 | 5.65981 | Warri | WAR-7142 | 7.1 | 49 | medium | morning | Thursday | residential |
TRC00499977 | 2025-09-23T03:57:00 | CUST2382234 | 7.083742 | 3.347453 | Abeokuta | ABE-1636 | 59.3 | 97 | low | night | Tuesday | industrial |
TRC00499978 | 2025-09-11T11:05:00 | CUST8397768 | 6.478802 | 7.436818 | Enugu | ENU-6228 | 1.1 | 335 | medium | morning | Thursday | commercial |
TRC00499979 | 2025-09-10T11:13:00 | CUST2416600 | 10.507206 | 7.49307 | Kaduna | KAD-5812 | 2.2 | 301 | medium | morning | Wednesday | industrial |
TRC00499980 | 2025-09-25T08:11:00 | CUST1882338 | 8.434279 | 4.464322 | Ilorin | ILO-6304 | 24.7 | 11 | high | morning | Thursday | residential |
TRC00499981 | 2025-09-10T04:55:00 | CUST8751328 | 6.358755 | 5.668237 | Benin City | BEN-3012 | 55.7 | 299 | low | night | Wednesday | residential |
TRC00499982 | 2025-09-20T12:01:00 | CUST2347439 | 5.200114 | 7.26692 | Aba | ABA-3693 | 7.1 | 18 | medium | afternoon | Saturday | residential |
TRC00499983 | 2025-09-05T17:33:00 | CUST3670174 | 7.120907 | 3.279538 | Abeokuta | ABE-3341 | 13.8 | 121 | high | evening | Friday | industrial |
TRC00499984 | 2025-09-30T07:15:00 | CUST2276679 | 11.905784 | 8.531676 | Kano | KAN-9566 | 17.2 | 42 | high | morning | Tuesday | commercial |
TRC00499985 | 2025-09-24T15:30:00 | CUST6215084 | 6.089654 | 6.775245 | Onitsha | ONI-3705 | 1.3 | 280 | medium | afternoon | Wednesday | residential |
TRC00499986 | 2025-09-24T19:19:00 | CUST1593120 | 6.388846 | 5.682715 | Benin City | BEN-1262 | 20.8 | 285 | high | evening | Wednesday | residential |
TRC00499987 | 2025-09-11T19:03:00 | CUST9977173 | 6.506765 | 7.609294 | Enugu | ENU-4073 | 30 | 99 | high | evening | Thursday | commercial |
TRC00499988 | 2025-09-04T13:35:00 | CUST2972744 | 8.586935 | 4.508344 | Ilorin | ILO-4629 | 9.2 | 276 | medium | afternoon | Thursday | commercial |
TRC00499989 | 2025-09-17T12:38:00 | CUST6165512 | 6.242073 | 5.539372 | Benin City | BEN-2905 | 9.6 | 235 | medium | afternoon | Wednesday | highway |
TRC00499990 | 2025-09-16T09:51:00 | CUST8555127 | 11.967911 | 8.558167 | Kano | KAN-2471 | 5.8 | 320 | high | morning | Tuesday | residential |
TRC00499991 | 2025-09-24T21:32:00 | CUST1800774 | 7.136227 | 3.451232 | Abeokuta | ABE-3416 | 35.4 | 275 | low | evening | Wednesday | residential |
TRC00499992 | 2025-09-01T10:18:00 | CUST3911809 | 9.893873 | 8.795833 | Jos | JOS-4011 | 0.2 | 248 | medium | morning | Monday | residential |
TRC00499993 | 2025-09-23T11:31:00 | CUST4451582 | 4.791287 | 7.134641 | Port Harcourt | POR-6842 | 4.8 | 224 | medium | morning | Tuesday | industrial |
TRC00499994 | 2025-09-17T00:52:00 | CUST1285681 | 5.053743 | 7.460205 | Aba | ABA-2827 | 14.1 | 264 | low | night | Wednesday | industrial |
TRC00499995 | 2025-09-17T13:29:00 | CUST4272751 | 7.324441 | 3.943979 | Ibadan | IBA-7464 | 2 | 203 | medium | afternoon | Wednesday | commercial |
TRC00499996 | 2025-09-24T02:22:00 | CUST2235443 | 7.420274 | 4.023015 | Ibadan | IBA-1326 | 26.3 | 202 | low | night | Wednesday | commercial |
TRC00499997 | 2025-09-27T01:02:00 | CUST6337380 | 6.210698 | 6.714526 | Onitsha | ONI-8720 | 36.5 | 59 | low | night | Saturday | commercial |
TRC00499998 | 2025-09-24T06:13:00 | CUST7222035 | 9.940435 | 8.872433 | Jos | JOS-5542 | 22.2 | 343 | low | morning | Wednesday | industrial |
TRC00499999 | 2025-09-16T02:06:00 | CUST5825296 | 12.044867 | 8.605496 | Kano | KAN-5372 | 27 | 346 | low | night | Tuesday | highway |
TRC00500000 | 2025-09-30T21:16:00 | CUST6051607 | 7.445551 | 3.961332 | Ibadan | IBA-7252 | 20.5 | 79 | low | evening | Tuesday | residential |
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