Nigeria Transport & Logistics
Collection
A collection of Nigerian transport & logistics datasets.
•
43 items
•
Updated
Dataset Viewer
mission_id
stringlengths 13
13
| launch_time
stringdate 2024-10-12 11:12:58
2025-10-12 11:11:59
| city
stringclasses 5
values | launch_lat
float64 4.68
12.2
| launch_lon
float64 3.17
8.72
| payload_kg
float64 0.05
6.74
| distance_km
float64 0.71
40
| duration_min
float64 2
240
| battery_start_pct
float64 72.1
100
| battery_end_pct
float64 0
99.7
| outcome
stringclasses 3
values | failure_reason
stringclasses 6
values |
|---|---|---|---|---|---|---|---|---|---|---|---|
DRN-000000000
|
2025-08-23 20:45:53
|
Kano
| 12.097235
| 8.655825
| 0.05
| 14.92
| 35.3
| 94.3
| 58.5
|
delivered
| null |
DRN-000000001
|
2024-11-17 18:25:59
|
Lagos
| 6.315392
| 3.398363
| 3.2
| 9.77
| 39.8
| 89.8
| 60.9
|
delivered
| null |
DRN-000000002
|
2025-02-02 12:45:43
|
Port Harcourt
| 5.098801
| 7.055168
| 0.41
| 20.08
| 20.7
| 97.2
| 53.4
|
delivered
| null |
DRN-000000003
|
2024-12-03 22:26:38
|
Lagos
| 6.374367
| 3.562785
| 2.2
| 13.68
| 79.9
| 94.2
| 55.1
|
delivered
| null |
DRN-000000004
|
2025-06-01 08:29:32
|
Kano
| 12.148867
| 8.695123
| 1.2
| 16.23
| 30
| 100
| 70.1
|
delivered
| null |
DRN-000000005
|
2024-12-23 04:20:21
|
Abuja
| 9.01009
| 7.466262
| 2.7
| 5.5
| 10
| 100
| 80.9
|
delivered
| null |
DRN-000000006
|
2025-08-08 19:12:37
|
Kano
| 12.047818
| 8.467686
| 2.84
| 12
| 51.4
| 91.3
| 61.1
|
delivered
| null |
DRN-000000007
|
2025-06-29 08:16:07
|
Kano
| 12.188703
| 8.585541
| 3.31
| 4.28
| 13.3
| 100
| 80.5
|
delivered
| null |
DRN-000000008
|
2024-12-31 16:08:45
|
Ibadan
| 7.514646
| 3.983117
| 2.35
| 17.49
| 19.8
| 98.1
| 66.2
|
delivered
| null |
DRN-000000009
|
2025-09-15 14:51:13
|
Kano
| 12.125922
| 8.637259
| 0.5
| 40
| 61.6
| 100
| 25.5
|
delivered
| null |
DRN-000000010
|
2025-03-11 08:33:27
|
Abuja
| 9.18681
| 7.40341
| 0.64
| 40
| 16.2
| 100
| 35.9
|
delivered
| null |
DRN-000000011
|
2025-08-09 01:07:04
|
Lagos
| 6.638561
| 3.286431
| 3.58
| 26.59
| 36.8
| 92.5
| 45.7
|
return_to_base
|
rf_interference
|
DRN-000000012
|
2025-01-27 09:56:18
|
Lagos
| 6.543278
| 3.307303
| 1.26
| 6.96
| 9.2
| 100
| 74.5
|
delivered
| null |
DRN-000000013
|
2025-03-09 05:34:23
|
Lagos
| 6.444531
| 3.490055
| 0.05
| 14.52
| 27.2
| 93
| 51.2
|
delivered
| null |
DRN-000000014
|
2025-03-07 23:34:55
|
Lagos
| 6.552864
| 3.343593
| 0.84
| 40
| 79.6
| 93.3
| 30.3
|
failed
|
obstacle
|
DRN-000000015
|
2025-03-04 00:15:19
|
Port Harcourt
| 4.934068
| 7.120042
| 1.56
| 11.02
| 55.7
| 93.8
| 56.6
|
failed
|
obstacle
|
DRN-000000016
|
2025-06-22 12:23:45
|
Kano
| 12.179435
| 8.519892
| 0.79
| 11
| 22.9
| 94.8
| 65.7
|
delivered
| null |
DRN-000000017
|
2025-08-31 16:30:22
|
Abuja
| 9.01968
| 7.258449
| 2.88
| 12.44
| 49.6
| 97.2
| 69.6
|
delivered
| null |
DRN-000000018
|
2025-07-11 20:26:21
|
Port Harcourt
| 4.987395
| 7.071077
| 1.27
| 40
| 18.3
| 100
| 39.3
|
delivered
| null |
DRN-000000019
|
2025-03-24 11:35:49
|
Kano
| 11.971023
| 8.452941
| 2.96
| 7.37
| 18
| 92.8
| 59
|
delivered
| null |
DRN-000000020
|
2025-06-03 14:22:18
|
Lagos
| 6.532241
| 3.4272
| 0.41
| 5.9
| 89.3
| 89.5
| 59
|
delivered
| null |
DRN-000000021
|
2025-04-18 00:10:58
|
Abuja
| 9.091194
| 7.330861
| 1.71
| 7.79
| 11.5
| 100
| 74.7
|
delivered
| null |
DRN-000000022
|
2025-09-24 13:51:25
|
Lagos
| 6.623019
| 3.521366
| 2.74
| 5.82
| 20.7
| 100
| 87.6
|
delivered
| null |
DRN-000000023
|
2025-09-29 06:27:17
|
Ibadan
| 7.38307
| 3.964088
| 1.85
| 18.36
| 27.1
| 99.6
| 59.3
|
delivered
| null |
DRN-000000024
|
2025-06-07 23:58:21
|
Ibadan
| 7.302686
| 3.81082
| 3.18
| 8.42
| 27.4
| 94
| 80.8
|
delivered
| null |
DRN-000000025
|
2025-09-15 10:04:01
|
Lagos
| 6.469779
| 3.531037
| 0.47
| 6.32
| 26.2
| 95.3
| 72.9
|
delivered
| null |
DRN-000000026
|
2025-05-29 18:26:58
|
Abuja
| 8.989636
| 7.442072
| 1.82
| 10.13
| 12.7
| 98.3
| 70.9
|
failed
|
no_permission
|
DRN-000000027
|
2025-02-02 22:48:44
|
Lagos
| 6.476347
| 3.555322
| 0.78
| 40
| 11.3
| 87.9
| 29
|
delivered
| null |
DRN-000000028
|
2024-11-16 05:29:36
|
Abuja
| 8.911534
| 7.259079
| 1.25
| 22.57
| 11
| 90.6
| 38.9
|
delivered
| null |
DRN-000000029
|
2025-07-20 21:34:29
|
Ibadan
| 7.470902
| 4.02425
| 3.16
| 27.93
| 47.7
| 100
| 47.6
|
delivered
| null |
DRN-000000030
|
2025-08-30 21:14:30
|
Kano
| 11.936584
| 8.582384
| 1.75
| 35.64
| 22.9
| 95
| 35.2
|
delivered
| null |
DRN-000000031
|
2025-08-14 01:31:38
|
Lagos
| 6.359855
| 3.347042
| 0.05
| 9.97
| 103
| 96.6
| 61.1
|
failed
|
battery
|
DRN-000000032
|
2024-11-21 17:58:40
|
Port Harcourt
| 4.907129
| 6.926368
| 1.05
| 14.73
| 38
| 100
| 70.1
|
delivered
| null |
DRN-000000033
|
2024-11-27 08:30:16
|
Port Harcourt
| 4.777045
| 7.037076
| 0.54
| 28.56
| 22.6
| 93.7
| 46.1
|
delivered
| null |
DRN-000000034
|
2025-02-12 05:48:49
|
Abuja
| 9.047629
| 7.517021
| 2.59
| 28.75
| 27.9
| 100
| 55.8
|
delivered
| null |
DRN-000000035
|
2025-08-26 00:02:28
|
Ibadan
| 7.558496
| 3.965593
| 1.56
| 12.3
| 23.6
| 92
| 55.8
|
delivered
| null |
DRN-000000036
|
2025-02-16 07:30:24
|
Abuja
| 9.076257
| 7.525676
| 4.39
| 7.6
| 112.1
| 100
| 74.1
|
delivered
| null |
DRN-000000037
|
2025-09-07 04:38:51
|
Ibadan
| 7.33835
| 4.073621
| 3.27
| 15.75
| 11.6
| 96.7
| 50.3
|
delivered
| null |
DRN-000000038
|
2025-06-19 02:44:38
|
Lagos
| 6.602843
| 3.296353
| 4.56
| 15.36
| 17.2
| 96.7
| 59.3
|
delivered
| null |
DRN-000000039
|
2025-10-07 09:22:37
|
Lagos
| 6.453401
| 3.353031
| 1.46
| 12.45
| 32.2
| 93.3
| 56.1
|
delivered
| null |
DRN-000000040
|
2025-05-03 21:00:43
|
Abuja
| 9.031624
| 7.374445
| 0.62
| 10.27
| 33.4
| 99.7
| 66.7
|
delivered
| null |
DRN-000000041
|
2025-02-17 07:54:17
|
Ibadan
| 7.461551
| 3.927005
| 1.69
| 32.22
| 43.3
| 93.5
| 31.1
|
delivered
| null |
DRN-000000042
|
2025-06-17 08:16:34
|
Lagos
| 6.43109
| 3.439944
| 3.21
| 14.71
| 43.7
| 92.6
| 56.4
|
delivered
| null |
DRN-000000043
|
2025-01-28 16:44:57
|
Ibadan
| 7.302919
| 3.913825
| 1.41
| 7.21
| 37.1
| 94.2
| 81.8
|
delivered
| null |
DRN-000000044
|
2025-05-13 14:31:01
|
Ibadan
| 7.309353
| 3.953297
| 3.97
| 14.06
| 24.5
| 96.3
| 52.7
|
delivered
| null |
DRN-000000045
|
2024-11-08 07:49:05
|
Abuja
| 9.151788
| 7.556369
| 1.48
| 27.48
| 116.4
| 95.8
| 41.1
|
delivered
| null |
DRN-000000046
|
2024-11-01 13:35:41
|
Ibadan
| 7.534503
| 3.823754
| 2.49
| 18.14
| 9.7
| 97.4
| 64.2
|
delivered
| null |
DRN-000000047
|
2024-12-09 09:55:40
|
Ibadan
| 7.385102
| 3.848781
| 0.31
| 26.08
| 24.4
| 94.7
| 50.1
|
delivered
| null |
DRN-000000048
|
2025-03-23 08:27:57
|
Abuja
| 8.972616
| 7.250248
| 3.17
| 9.67
| 37.2
| 100
| 68.8
|
delivered
| null |
DRN-000000049
|
2024-10-27 06:09:57
|
Kano
| 12.064113
| 8.557234
| 1.35
| 40
| 18.1
| 100
| 27.2
|
failed
|
gps
|
DRN-000000050
|
2025-03-09 09:32:57
|
Port Harcourt
| 5.079695
| 6.919219
| 2.84
| 22.59
| 28
| 98.3
| 44.8
|
delivered
| null |
DRN-000000051
|
2024-11-12 20:19:11
|
Abuja
| 9.11127
| 7.255905
| 3.01
| 7.53
| 9.8
| 97.3
| 75
|
delivered
| null |
DRN-000000052
|
2025-07-01 17:44:13
|
Lagos
| 6.600615
| 3.249716
| 2.37
| 28.8
| 29.2
| 98
| 40.2
|
delivered
| null |
DRN-000000053
|
2025-09-18 07:28:47
|
Abuja
| 9.035572
| 7.361505
| 2.54
| 13.21
| 21.1
| 99.3
| 65.4
|
delivered
| null |
DRN-000000054
|
2025-01-20 10:57:29
|
Abuja
| 8.959711
| 7.615704
| 1.87
| 14.27
| 28.2
| 87.9
| 60.4
|
delivered
| null |
DRN-000000055
|
2024-10-25 04:41:49
|
Kano
| 11.957392
| 8.620745
| 2.24
| 11.86
| 12.8
| 90.8
| 40.7
|
delivered
| null |
DRN-000000056
|
2025-06-17 02:05:26
|
Kano
| 12.126939
| 8.438732
| 2
| 16.51
| 35.7
| 95.1
| 44.4
|
delivered
| null |
DRN-000000057
|
2024-10-26 05:15:26
|
Abuja
| 8.997183
| 7.460299
| 2.19
| 4.63
| 32.9
| 92.2
| 72.7
|
delivered
| null |
DRN-000000058
|
2025-06-18 18:22:28
|
Lagos
| 6.36877
| 3.438382
| 1.73
| 40
| 16.4
| 95.8
| 32.4
|
failed
|
no_permission
|
DRN-000000059
|
2025-02-09 10:29:09
|
Abuja
| 8.883927
| 7.290799
| 1.82
| 7.36
| 20.2
| 83
| 60.4
|
delivered
| null |
DRN-000000060
|
2025-04-26 21:45:15
|
Ibadan
| 7.568146
| 3.838548
| 3.77
| 35.55
| 31.1
| 86.3
| 17.2
|
delivered
| null |
DRN-000000061
|
2025-07-22 04:50:17
|
Kano
| 12.085288
| 8.459806
| 2.07
| 5
| 74
| 88.9
| 65.6
|
delivered
| null |
DRN-000000062
|
2025-05-14 03:47:56
|
Lagos
| 6.414584
| 3.500858
| 1.36
| 40
| 15.5
| 100
| 36.7
|
delivered
| null |
DRN-000000063
|
2025-10-08 07:35:36
|
Port Harcourt
| 4.991038
| 7.096549
| 0.54
| 9.79
| 6
| 95.2
| 72.9
|
delivered
| null |
DRN-000000064
|
2025-04-11 11:46:44
|
Kano
| 12.051355
| 8.612275
| 3.28
| 2.41
| 13.6
| 94.3
| 76.9
|
delivered
| null |
DRN-000000065
|
2024-10-25 21:18:19
|
Port Harcourt
| 4.929479
| 7.174951
| 1.85
| 14.34
| 15.2
| 100
| 63.8
|
delivered
| null |
DRN-000000066
|
2025-03-23 17:36:29
|
Abuja
| 9.02771
| 7.332953
| 1.83
| 15.12
| 18.7
| 88.7
| 45.5
|
delivered
| null |
DRN-000000067
|
2025-08-26 06:00:31
|
Kano
| 12.183128
| 8.47396
| 0.9
| 25.86
| 8.9
| 97.5
| 60.3
|
return_to_base
|
rf_interference
|
DRN-000000068
|
2025-09-22 12:59:22
|
Port Harcourt
| 4.813667
| 7.034749
| 2.08
| 8.37
| 15.2
| 95.5
| 65
|
delivered
| null |
DRN-000000069
|
2025-10-06 18:43:19
|
Port Harcourt
| 4.946062
| 6.922652
| 1.18
| 27.29
| 28.1
| 97
| 43.1
|
failed
|
battery
|
DRN-000000070
|
2025-08-01 18:00:10
|
Ibadan
| 7.358267
| 3.942911
| 1.14
| 40
| 24.6
| 95.6
| 31.8
|
delivered
| null |
DRN-000000071
|
2025-01-26 22:26:58
|
Ibadan
| 7.605703
| 3.843243
| 2.13
| 35.61
| 29.7
| 99.7
| 29
|
delivered
| null |
DRN-000000072
|
2025-01-17 18:06:03
|
Kano
| 11.986513
| 8.494598
| 0.3
| 11.84
| 76.8
| 94.6
| 69.9
|
delivered
| null |
DRN-000000073
|
2025-03-21 12:14:35
|
Abuja
| 9.104107
| 7.550478
| 1.67
| 10.53
| 5.3
| 94
| 74
|
delivered
| null |
DRN-000000074
|
2024-11-15 23:09:07
|
Port Harcourt
| 4.768713
| 7.173997
| 2.43
| 4.08
| 35.1
| 91.4
| 66.2
|
delivered
| null |
DRN-000000075
|
2025-09-01 23:16:31
|
Port Harcourt
| 4.785705
| 7.180585
| 2.72
| 16.48
| 42.9
| 100
| 62.3
|
return_to_base
|
gps
|
DRN-000000076
|
2025-04-12 09:58:20
|
Abuja
| 9.167003
| 7.51007
| 1.82
| 16.7
| 33.8
| 95.6
| 58.2
|
delivered
| null |
DRN-000000077
|
2025-04-30 20:23:18
|
Ibadan
| 7.342593
| 4.063776
| 1.79
| 40
| 27.4
| 87.3
| 25.9
|
delivered
| null |
DRN-000000078
|
2024-11-16 14:15:13
|
Ibadan
| 7.439323
| 4.043979
| 0.11
| 19.85
| 34.2
| 88.9
| 48.4
|
delivered
| null |
DRN-000000079
|
2025-05-01 11:46:27
|
Lagos
| 6.348106
| 3.419988
| 1.79
| 7.73
| 15
| 85.7
| 61.4
|
failed
|
obstacle
|
DRN-000000080
|
2025-04-14 03:35:31
|
Ibadan
| 7.502997
| 4.085661
| 1.85
| 16.2
| 16.7
| 100
| 64.8
|
delivered
| null |
DRN-000000081
|
2024-12-30 06:54:30
|
Port Harcourt
| 4.875251
| 6.902174
| 1.92
| 40
| 22.9
| 98.2
| 41.5
|
failed
|
obstacle
|
DRN-000000082
|
2024-11-14 03:24:26
|
Port Harcourt
| 4.900429
| 6.957553
| 1.15
| 40
| 35.9
| 99.1
| 32.9
|
delivered
| null |
DRN-000000083
|
2024-10-21 18:16:17
|
Lagos
| 6.410773
| 3.204969
| 0.38
| 34.62
| 6.8
| 100
| 47.3
|
delivered
| null |
DRN-000000084
|
2025-07-28 10:44:17
|
Port Harcourt
| 5.085952
| 7.068497
| 1.37
| 17.53
| 31.3
| 100
| 60.5
|
failed
|
obstacle
|
DRN-000000085
|
2025-02-04 23:54:40
|
Port Harcourt
| 5.007241
| 7.065042
| 2.7
| 29.26
| 46.7
| 94
| 36.4
|
delivered
| null |
DRN-000000086
|
2025-04-22 00:34:54
|
Lagos
| 6.669148
| 3.255999
| 1.39
| 26.47
| 11.1
| 98.4
| 56.2
|
failed
|
obstacle
|
DRN-000000087
|
2025-07-07 08:39:09
|
Lagos
| 6.334253
| 3.48741
| 2.97
| 11.71
| 26.3
| 87.7
| 56.4
|
delivered
| null |
DRN-000000088
|
2025-05-23 01:18:37
|
Lagos
| 6.61487
| 3.278892
| 2.03
| 40
| 39.6
| 97.8
| 30.2
|
delivered
| null |
DRN-000000089
|
2025-02-21 08:37:58
|
Lagos
| 6.381858
| 3.271718
| 0.05
| 14.4
| 10.3
| 90.3
| 50.3
|
delivered
| null |
DRN-000000090
|
2024-10-13 19:53:32
|
Lagos
| 6.518996
| 3.441679
| 2.84
| 36.88
| 25
| 96.3
| 28.2
|
delivered
| null |
DRN-000000091
|
2024-12-12 01:21:46
|
Lagos
| 6.511026
| 3.517266
| 0.91
| 15.83
| 13.7
| 91.7
| 56.6
|
delivered
| null |
DRN-000000092
|
2025-05-21 20:24:40
|
Lagos
| 6.511428
| 3.217404
| 2.35
| 29.08
| 19
| 92.3
| 46.2
|
delivered
| null |
DRN-000000093
|
2024-11-15 14:22:54
|
Lagos
| 6.311096
| 3.35112
| 2.3
| 18.3
| 12.3
| 100
| 62
|
delivered
| null |
DRN-000000094
|
2024-11-07 02:48:22
|
Port Harcourt
| 4.93603
| 7.064665
| 1.57
| 24.34
| 20.8
| 100
| 60.7
|
delivered
| null |
DRN-000000095
|
2025-03-27 18:19:57
|
Kano
| 12.091301
| 8.506508
| 1.38
| 10.1
| 40.5
| 94.7
| 73.7
|
delivered
| null |
DRN-000000096
|
2025-05-03 01:13:57
|
Lagos
| 6.497701
| 3.389933
| 3.33
| 13.78
| 24
| 100
| 66.5
|
delivered
| null |
DRN-000000097
|
2025-09-17 23:39:34
|
Lagos
| 6.6897
| 3.538978
| 3.78
| 24.94
| 18.5
| 97.1
| 53.6
|
delivered
| null |
DRN-000000098
|
2025-01-09 06:19:46
|
Abuja
| 9.025388
| 7.419437
| 1.84
| 40
| 42.5
| 99.9
| 26.9
|
delivered
| null |
DRN-000000099
|
2024-11-16 00:48:42
|
Kano
| 11.978526
| 8.651324
| 3.23
| 15.3
| 31.9
| 93
| 59.6
|
failed
|
no_permission
|
End of preview. Expand
in Data Studio
# Nigeria Transport & Logistics – Drone Delivery
Drone missions with payload, distance/duration, battery usage, outcomes and reasons.
- **[category]** Emerging & Advanced
- **[rows]** ~140,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)
## Schema
| column | dtype |
|---|---| | mission_id | object | | launch_time | object | | city | object | | launch_lat | float64 | | launch_lon | float64 | | payload_kg | float64 | | distance_km | float64 | | duration_min | float64 | | battery_start_pct | float64 | | battery_end_pct | float64 | | outcome | object | | failure_reason | object |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_drone_delivery/nigerian_transport_and_logistics_drone_delivery.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_drone_delivery')
ds
```
## Notes
- Nigeria-specific parameters (fleets, roads, traffic, fuel prices)
- Time-of-day traffic effects and seasonal impacts where applicable
- Physical plausibility checks embedded during generation
- Downloads last month
- 17
Size of downloaded dataset files:
6.08 MB
Size of the auto-converted Parquet files:
6.08 MB
Number of rows:
140,000