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o_city
stringclasses
5 values
d_city
stringclasses
5 values
distance_km
float64
10
1.05k
cargo_weight_kg
float64
77.2
45k
base_rate_ngn_per_ton_km
float64
12
93.3
diesel_surcharge_ngn
float64
2
21k
congestion_fee_ngn
float64
0
13.7k
final_quote_ngn
float64
71
430k
Kano
Lagos
36.9
4,270.4
40.5
361
307
7,053
Lagos
Ibadan
68.1
2,063.3
45.19
311
139
6,804
Kano
Abuja
24
1,137.9
40.44
57
48
1,210
Ibadan
Lagos
99
1,377.7
48.08
202
62
6,825
Kano
Abuja
196.6
1,113.7
61.44
504
271
14,226
Lagos
Ibadan
91
3,165.3
48.17
362
186
14,428
Abuja
Ibadan
42.8
3,009.4
56.18
195
254
7,693
Port Harcourt
Lagos
29.5
1,624.5
40.8
78
37
2,072
Ibadan
Abuja
46.4
541.6
36.02
47
38
991
Abuja
Kano
43.7
2,558.4
36.49
284
88
4,451
Port Harcourt
Abuja
121.6
940.7
35.13
133
106
4,256
Abuja
Port Harcourt
105.2
5,748.9
59.86
1,305
300
37,809
Ibadan
Kano
45
2,637.8
58.98
397
338
7,737
Ibadan
Abuja
24.3
671.5
56.16
52
16
984
Port Harcourt
Lagos
26.3
970.6
48.07
47
13
1,285
Abuja
Port Harcourt
40.2
2,193.1
23.43
75
89
2,227
Port Harcourt
Abuja
71.7
1,637.7
55.23
333
322
7,138
Kano
Abuja
29.6
828.1
39.33
73
32
1,070
Lagos
Kano
57.8
6,425.6
41.78
869
126
16,505
Port Harcourt
Abuja
43
840.7
32.76
85
13
1,284
Port Harcourt
Ibadan
147.2
3,298
25.38
619
554
13,493
Abuja
Port Harcourt
16.8
625.4
58.73
19
24
659
Port Harcourt
Abuja
52.2
1,088.1
38.25
60
104
2,335
Kano
Ibadan
70.1
2,266.7
31.92
348
236
5,654
Kano
Abuja
43.8
6,110
38.94
628
12
11,068
Kano
Abuja
40.4
4,257.3
48.53
550
112
8,999
Kano
Ibadan
86.6
1,031.9
40.55
272
134
4,031
Kano
Ibadan
60.9
1,699.5
44.9
301
193
5,142
Ibadan
Abuja
58.2
4,083
47.15
448
460
12,118
Abuja
Port Harcourt
10.8
3,875.7
27.08
82
0
1,220
Abuja
Port Harcourt
71.8
1,706.8
50.34
139
96
6,409
Abuja
Kano
36.6
1,461.6
41.11
162
35
2,398
Port Harcourt
Kano
19.1
2,889.2
41.93
78
65
2,460
Kano
Port Harcourt
21.2
499.4
39.19
24
6
444
Lagos
Abuja
21.1
1,121
63.51
68
15
1,583
Port Harcourt
Kano
23.1
1,662.6
52.07
64
77
2,139
Abuja
Port Harcourt
96.7
474.8
47.3
138
52
2,362
Lagos
Abuja
166.2
1,736.9
26.43
228
117
7,976
Port Harcourt
Ibadan
44.1
1,726.3
56.9
242
121
4,695
Kano
Port Harcourt
72.3
1,321.9
27.23
161
3
2,767
Kano
Port Harcourt
35.3
2,386.6
59.72
217
35
5,279
Ibadan
Lagos
57.6
825.1
51.95
166
5
2,642
Abuja
Kano
34.4
4,301
54.14
333
265
8,608
Kano
Lagos
37
1,391
38.47
101
84
2,165
Port Harcourt
Kano
40.2
326.5
31.76
27
19
463
Port Harcourt
Lagos
37.4
4,970.3
47.3
242
225
9,252
Port Harcourt
Kano
250.8
1,068.5
59.79
455
334
16,811
Lagos
Ibadan
134.7
1,058.4
53.3
553
258
8,408
Port Harcourt
Lagos
24.7
1,251.2
56.4
61
80
1,881
Lagos
Ibadan
50.6
1,470.9
49.64
120
132
3,946
Kano
Port Harcourt
73.1
2,177.2
48.15
548
276
8,490
Abuja
Kano
73.4
925.2
47.54
233
19
3,480
Kano
Lagos
32
304.1
35.7
13
14
373
Kano
Ibadan
124.6
878.5
33.95
141
78
3,936
Port Harcourt
Ibadan
76.2
1,649.3
13.64
105
37
1,856
Abuja
Ibadan
52.7
1,924.1
46.21
286
205
5,176
Port Harcourt
Ibadan
48.5
1,245.6
51.64
124
95
3,340
Lagos
Port Harcourt
75.4
720.7
52.64
156
18
3,033
Lagos
Ibadan
66.8
2,412.1
53.08
188
252
8,993
Lagos
Abuja
101.4
1,648.6
27.72
205
175
5,015
Abuja
Port Harcourt
25.5
6,813.7
51.73
555
54
9,600
Abuja
Port Harcourt
41.2
584.5
49.79
94
1
1,295
Ibadan
Abuja
30.1
3,415.3
42.37
157
39
4,545
Abuja
Port Harcourt
143.5
2,516.3
43.23
1,199
348
17,153
Abuja
Ibadan
20.4
2,756.4
41.08
65
31
2,401
Kano
Lagos
167
606.8
33.55
146
16
3,562
Kano
Lagos
66.1
2,446
56.68
581
458
10,210
Lagos
Port Harcourt
17.8
2,253.4
45.57
91
14
1,933
Lagos
Abuja
69.6
883.7
40.37
184
8
2,674
Port Harcourt
Kano
253
698.9
39.66
260
327
7,599
Abuja
Kano
74.5
3,564.4
45.94
817
499
13,509
Ibadan
Kano
28.5
3,462.9
21.62
89
91
2,310
Port Harcourt
Abuja
62.7
3,067
35.78
379
40
7,306
Lagos
Kano
16.9
1,641.8
49.75
64
63
1,508
Port Harcourt
Kano
120
1,797.2
54.47
870
475
13,089
Port Harcourt
Ibadan
10
1,741
56.39
26
1
1,009
Abuja
Lagos
12.2
4,399.4
32.04
137
78
1,933
Abuja
Ibadan
77.8
1,683.2
55.25
284
70
7,586
Lagos
Port Harcourt
65.2
2,124.7
50.92
143
122
7,315
Ibadan
Abuja
45.1
2,159.6
51.69
286
16
5,335
Port Harcourt
Lagos
20.6
1,991.3
39.58
49
69
1,743
Abuja
Port Harcourt
32.5
2,800.1
35.67
256
70
3,574
Ibadan
Lagos
124.6
682.2
51.35
297
28
4,691
Ibadan
Port Harcourt
79
3,032.8
25.48
245
249
6,601
Abuja
Kano
22.5
1,811.8
50.89
53
48
2,173
Abuja
Lagos
44.3
3,779.9
16.59
65
69
2,911
Abuja
Kano
141.9
1,428.1
56.9
428
231
12,186
Lagos
Abuja
45.8
2,011.5
31.32
77
90
3,055
Port Harcourt
Kano
104
2,870.4
55.19
422
521
17,424
Abuja
Kano
25.4
1,952
37.14
114
27
1,984
Ibadan
Kano
40.9
2,348
44.34
92
79
4,433
Lagos
Kano
52.7
5,907.4
44.81
569
170
14,685
Ibadan
Lagos
24.3
936.3
17.58
14
5
419
Ibadan
Abuja
248.9
930.2
75.26
1,185
711
19,319
Lagos
Abuja
62.9
598.4
47.24
87
12
1,878
Abuja
Ibadan
43.4
2,467.7
44.32
169
107
5,026
Ibadan
Abuja
213.7
1,094.9
45.33
316
484
11,405
Abuja
Kano
297
1,948.2
52.77
2,404
582
33,514
Lagos
Ibadan
37.7
2,267.7
38.27
116
36
3,420
Ibadan
Lagos
109.7
2,480.6
21.95
145
126
6,243
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# Nigeria Transport & Logistics – Freight Cost & Pricing

Dynamic quotes by distance/weight with surcharges and final price.

- **[category]** Logistics & Supply Chain
- **[rows]** ~150,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (major cities, corridors, ports, airports)

## Schema

| column | dtype |

|---|---| | o_city | object | | d_city | object | | distance_km | float64 | | cargo_weight_kg | float64 | | base_rate_ngn_per_ton_km | float64 | | diesel_surcharge_ngn | float64 | | congestion_fee_ngn | float64 | | final_quote_ngn | float64 |

## Usage

```python
import pandas as pd
df = pd.read_parquet('data/nigerian_transport_and_logistics_freight_cost_pricing/nigerian_transport_and_logistics_freight_cost_pricing.parquet')
df.head()
```

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_transport_and_logistics_freight_cost_pricing')
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
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