Nigeria Transport & Logistics
Collection
A collection of Nigerian transport & logistics datasets.
•
43 items
•
Updated
message_id
stringlengths 13
13
| timestamp
stringdate 2024-10-12 11:15:02
2025-10-12 11:07:09
| callsign
stringclasses 899
values | sector
stringclasses 6
values | msg_type
stringclasses 6
values | content_length
int64 5
70
| handoff_to
stringclasses 6
values |
|---|---|---|---|---|---|---|
ATC-000000000
|
2024-12-08 21:51:25
|
NGA142
|
LOS-TWR
|
vector
| 9
| null |
ATC-000000001
|
2025-07-13 18:48:53
|
NGA485
|
LOS-TWR
|
vector
| 21
| null |
ATC-000000002
|
2024-12-25 05:08:49
|
NGA224
|
LOS-APP
|
weather
| 24
| null |
ATC-000000003
|
2025-05-22 05:07:14
|
NGA326
|
ACC-W
|
clearance
| 28
| null |
ATC-000000004
|
2025-09-08 01:03:11
|
NGA928
|
LOS-TWR
|
vector
| 31
| null |
ATC-000000005
|
2025-05-03 06:16:41
|
NGA548
|
KAN-APP
|
clearance
| 13
| null |
ATC-000000006
|
2025-06-07 21:14:53
|
NGA625
|
LOS-TWR
|
altitude
| 45
| null |
ATC-000000007
|
2025-01-01 21:58:23
|
NGA731
|
KAN-APP
|
handoff
| 38
|
ACC-E
|
ATC-000000008
|
2025-09-06 10:24:31
|
NGA387
|
ACC-E
|
clearance
| 36
| null |
ATC-000000009
|
2025-04-18 07:49:41
|
NGA603
|
ACC-E
|
vector
| 41
| null |
ATC-000000010
|
2025-05-29 07:58:51
|
NGA258
|
ABV-APP
|
clearance
| 17
| null |
ATC-000000011
|
2025-08-24 14:45:49
|
NGA777
|
ABV-APP
|
frequency
| 36
| null |
ATC-000000012
|
2025-04-15 11:09:35
|
NGA504
|
LOS-APP
|
altitude
| 13
| null |
ATC-000000013
|
2025-05-14 08:26:06
|
NGA393
|
KAN-APP
|
vector
| 27
| null |
ATC-000000014
|
2025-06-12 06:06:17
|
NGA498
|
ABV-APP
|
weather
| 29
| null |
ATC-000000015
|
2025-07-05 01:49:40
|
NGA509
|
LOS-TWR
|
clearance
| 13
| null |
ATC-000000016
|
2025-08-16 09:50:03
|
NGA705
|
ACC-W
|
handoff
| 26
|
ACC-W
|
ATC-000000017
|
2025-02-20 09:05:28
|
NGA133
|
KAN-APP
|
weather
| 40
| null |
ATC-000000018
|
2025-07-31 01:02:51
|
NGA715
|
LOS-APP
|
altitude
| 29
| null |
ATC-000000019
|
2025-08-20 08:00:41
|
NGA298
|
ACC-W
|
clearance
| 31
| null |
ATC-000000020
|
2024-12-19 12:46:21
|
NGA587
|
ACC-W
|
frequency
| 25
| null |
ATC-000000021
|
2025-01-16 15:52:54
|
NGA410
|
LOS-APP
|
altitude
| 15
| null |
ATC-000000022
|
2025-06-14 14:25:50
|
NGA293
|
ABV-APP
|
altitude
| 15
| null |
ATC-000000023
|
2025-01-13 22:36:03
|
NGA176
|
ACC-W
|
clearance
| 21
| null |
ATC-000000024
|
2024-10-29 12:00:17
|
NGA905
|
KAN-APP
|
weather
| 22
| null |
ATC-000000025
|
2025-07-09 17:24:53
|
NGA199
|
LOS-APP
|
weather
| 26
| null |
ATC-000000026
|
2025-08-21 17:27:39
|
NGA976
|
LOS-APP
|
frequency
| 27
| null |
ATC-000000027
|
2024-12-06 01:05:53
|
NGA381
|
KAN-APP
|
frequency
| 27
| null |
ATC-000000028
|
2025-03-25 09:38:49
|
NGA844
|
ABV-APP
|
altitude
| 13
| null |
ATC-000000029
|
2025-09-05 22:44:26
|
NGA796
|
ACC-W
|
vector
| 22
| null |
ATC-000000030
|
2025-09-07 08:50:39
|
NGA682
|
ABV-APP
|
clearance
| 32
| null |
ATC-000000031
|
2025-08-28 02:45:30
|
NGA605
|
ACC-W
|
clearance
| 33
| null |
ATC-000000032
|
2025-08-22 07:08:57
|
NGA580
|
ACC-E
|
vector
| 33
| null |
ATC-000000033
|
2024-12-29 10:08:36
|
NGA243
|
ACC-E
|
altitude
| 15
| null |
ATC-000000034
|
2025-09-22 04:07:06
|
NGA340
|
LOS-APP
|
handoff
| 10
|
LOS-TWR
|
ATC-000000035
|
2024-11-08 01:43:15
|
NGA930
|
ACC-E
|
weather
| 22
| null |
ATC-000000036
|
2025-03-27 18:19:28
|
NGA197
|
ACC-E
|
vector
| 20
| null |
ATC-000000037
|
2025-03-02 06:04:47
|
NGA538
|
ACC-W
|
frequency
| 34
| null |
ATC-000000038
|
2025-10-12 08:03:05
|
NGA379
|
LOS-TWR
|
weather
| 22
| null |
ATC-000000039
|
2024-11-07 08:58:34
|
NGA397
|
ACC-E
|
altitude
| 41
| null |
ATC-000000040
|
2025-03-09 12:27:42
|
NGA683
|
ACC-E
|
handoff
| 26
|
LOS-APP
|
ATC-000000041
|
2024-10-15 15:11:28
|
NGA509
|
ACC-W
|
handoff
| 29
|
ACC-W
|
ATC-000000042
|
2024-11-27 22:44:04
|
NGA390
|
ACC-E
|
weather
| 45
| null |
ATC-000000043
|
2024-10-13 20:07:25
|
NGA323
|
LOS-TWR
|
handoff
| 32
|
ACC-E
|
ATC-000000044
|
2025-02-22 02:36:32
|
NGA556
|
ACC-E
|
altitude
| 21
| null |
ATC-000000045
|
2025-03-12 02:05:34
|
NGA341
|
LOS-APP
|
vector
| 24
| null |
ATC-000000046
|
2025-02-08 05:45:03
|
NGA562
|
LOS-APP
|
altitude
| 26
| null |
ATC-000000047
|
2025-01-14 00:37:12
|
NGA776
|
ACC-W
|
vector
| 18
| null |
ATC-000000048
|
2025-05-02 22:59:42
|
NGA710
|
ABV-APP
|
vector
| 17
| null |
ATC-000000049
|
2025-02-27 11:10:50
|
NGA575
|
ABV-APP
|
vector
| 22
| null |
ATC-000000050
|
2024-12-13 09:07:15
|
NGA983
|
ACC-W
|
frequency
| 18
| null |
ATC-000000051
|
2025-06-13 20:16:31
|
NGA333
|
ABV-APP
|
altitude
| 20
| null |
ATC-000000052
|
2025-10-06 16:46:44
|
NGA925
|
ACC-E
|
handoff
| 29
|
ABV-APP
|
ATC-000000053
|
2024-10-24 18:29:18
|
NGA551
|
LOS-APP
|
vector
| 24
| null |
ATC-000000054
|
2024-10-21 15:56:53
|
NGA520
|
KAN-APP
|
altitude
| 48
| null |
ATC-000000055
|
2025-06-13 06:50:01
|
NGA468
|
ACC-W
|
altitude
| 39
| null |
ATC-000000056
|
2024-11-22 02:41:32
|
NGA716
|
ACC-E
|
weather
| 43
| null |
ATC-000000057
|
2025-09-16 13:02:47
|
NGA136
|
LOS-APP
|
clearance
| 17
| null |
ATC-000000058
|
2024-10-14 03:29:35
|
NGA647
|
LOS-TWR
|
vector
| 42
| null |
ATC-000000059
|
2024-12-05 11:42:32
|
NGA615
|
LOS-TWR
|
vector
| 33
| null |
ATC-000000060
|
2025-02-17 17:43:07
|
NGA479
|
KAN-APP
|
weather
| 37
| null |
ATC-000000061
|
2025-01-22 23:38:25
|
NGA531
|
LOS-APP
|
frequency
| 5
| null |
ATC-000000062
|
2024-12-15 00:08:25
|
NGA416
|
ABV-APP
|
handoff
| 29
|
KAN-APP
|
ATC-000000063
|
2025-05-09 21:44:36
|
NGA401
|
KAN-APP
|
weather
| 27
| null |
ATC-000000064
|
2024-11-03 16:55:37
|
NGA254
|
ABV-APP
|
handoff
| 49
|
ABV-APP
|
ATC-000000065
|
2025-08-01 18:30:00
|
NGA865
|
LOS-TWR
|
frequency
| 18
| null |
ATC-000000066
|
2025-04-23 23:35:59
|
NGA529
|
ABV-APP
|
clearance
| 20
| null |
ATC-000000067
|
2025-08-14 21:25:58
|
NGA176
|
KAN-APP
|
clearance
| 20
| null |
ATC-000000068
|
2025-01-18 07:51:58
|
NGA964
|
ABV-APP
|
handoff
| 15
|
ACC-W
|
ATC-000000069
|
2025-01-31 09:49:56
|
NGA188
|
LOS-TWR
|
frequency
| 34
| null |
ATC-000000070
|
2025-03-15 14:36:24
|
NGA886
|
LOS-TWR
|
weather
| 12
| null |
ATC-000000071
|
2025-06-08 03:02:12
|
NGA307
|
KAN-APP
|
vector
| 27
| null |
ATC-000000072
|
2025-01-09 03:46:45
|
NGA820
|
ABV-APP
|
weather
| 20
| null |
ATC-000000073
|
2024-12-19 08:09:23
|
NGA427
|
LOS-APP
|
frequency
| 35
| null |
ATC-000000074
|
2024-11-09 18:39:01
|
NGA360
|
KAN-APP
|
vector
| 32
| null |
ATC-000000075
|
2025-04-21 17:38:18
|
NGA474
|
ACC-E
|
clearance
| 11
| null |
ATC-000000076
|
2025-06-26 08:40:21
|
NGA755
|
LOS-APP
|
vector
| 38
| null |
ATC-000000077
|
2025-05-04 23:22:59
|
NGA509
|
LOS-TWR
|
handoff
| 31
|
KAN-APP
|
ATC-000000078
|
2025-09-25 07:57:13
|
NGA865
|
LOS-TWR
|
vector
| 36
| null |
ATC-000000079
|
2025-08-24 19:15:54
|
NGA862
|
KAN-APP
|
altitude
| 29
| null |
ATC-000000080
|
2024-11-22 20:25:06
|
NGA776
|
LOS-TWR
|
vector
| 37
| null |
ATC-000000081
|
2024-12-24 22:50:56
|
NGA347
|
ACC-E
|
clearance
| 16
| null |
ATC-000000082
|
2025-09-18 18:20:50
|
NGA987
|
ACC-W
|
weather
| 28
| null |
ATC-000000083
|
2025-06-21 01:09:18
|
NGA779
|
ACC-E
|
handoff
| 40
|
ABV-APP
|
ATC-000000084
|
2024-10-21 23:27:09
|
NGA120
|
ACC-W
|
clearance
| 44
| null |
ATC-000000085
|
2024-11-01 20:15:57
|
NGA604
|
ACC-W
|
vector
| 17
| null |
ATC-000000086
|
2025-07-22 18:29:22
|
NGA674
|
LOS-TWR
|
vector
| 26
| null |
ATC-000000087
|
2025-03-23 08:41:58
|
NGA321
|
LOS-APP
|
frequency
| 30
| null |
ATC-000000088
|
2024-12-25 17:38:53
|
NGA894
|
ABV-APP
|
weather
| 28
| null |
ATC-000000089
|
2024-11-14 08:20:43
|
NGA635
|
ACC-W
|
altitude
| 27
| null |
ATC-000000090
|
2024-12-01 13:06:13
|
NGA586
|
LOS-APP
|
frequency
| 27
| null |
ATC-000000091
|
2025-09-17 21:37:29
|
NGA170
|
KAN-APP
|
altitude
| 44
| null |
ATC-000000092
|
2025-01-22 19:04:46
|
NGA943
|
ACC-E
|
handoff
| 21
|
ACC-E
|
ATC-000000093
|
2025-09-29 23:48:55
|
NGA436
|
LOS-APP
|
frequency
| 31
| null |
ATC-000000094
|
2024-10-22 20:55:39
|
NGA464
|
ACC-E
|
frequency
| 47
| null |
ATC-000000095
|
2025-08-03 07:42:02
|
NGA688
|
ACC-W
|
clearance
| 36
| null |
ATC-000000096
|
2025-09-19 03:44:10
|
NGA112
|
ACC-W
|
altitude
| 38
| null |
ATC-000000097
|
2025-05-27 13:24:13
|
NGA569
|
LOS-TWR
|
altitude
| 32
| null |
ATC-000000098
|
2025-06-02 14:34:54
|
NGA479
|
ABV-APP
|
handoff
| 34
|
ABV-APP
|
ATC-000000099
|
2025-08-15 15:57:44
|
NGA816
|
LOS-TWR
|
altitude
| 41
| null |
# Nigeria Transport & Logistics – Air Traffic Control Logs
ATC sector messages: type, length, handoffs.
- **[category]** Aviation & Maritime Logistics
- **[rows]** ~120,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)
## Schema
| column | dtype |
|---|---| | message_id | object | | timestamp | object | | callsign | object | | sector | object | | msg_type | object | | content_length | int64 | | handoff_to | object |
## Usage
```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_atc_logs/nigerian_transport_and_logistics_atc_logs.parquet')
df.head()
```
```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_atc_logs')
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