Dataset Viewer
Auto-converted to Parquet
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
End of preview. Expand in Data Studio
# 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
Downloads last month
28

Collection including electricsheepafrica/nigerian_transport_and_logistics_atc_logs