electricsheepafrica/africa-nigeria-road-transport-data-425d1e4b

Road Transport Data | Africa (National Bureau of Statistics, Nigeria)

145 rows - 1 Africa country/area - 2025 - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 145 rows from National Bureau of Statistics, Nigeria, covering Road Transport Data. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Transport datasets help analysts examine mobility, infrastructure, passenger movement, logistics, and access to services.

Source-provided context: Document, Report [doc/rep]

How To Read This Dataset

• One row means: one source record from the original tabular resource, with Electric Sheep Africa provenance columns added where available.
• Primary geography column: country_iso3.
• Best time column: year.
• Time coverage basis: year.
• Recommended join keys: country_iso3 where available plus source-specific keys.

Coverage

Dimension	Value
Rows	145
Countries/areas	1
First period	2025
Last period	2025
Indicators	0
Columns	237
Source format	ZIP

Geographic Coverage

Top areas shown below, sorted by row count when available:

Area	Rows	First year	Last year	Name
NGA	145	2025	2025	Nigeria

Indicators, Variables, Or Resource Contents

• This repo preserves one source tabular resource with its usable columns kept together.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier assigned during Electric Sheep Africa engineering.	nbs-nada-164-1369:0
country_iso3	string	ISO3 country or area code.	NGA
country_name	string	Country or area name.	Nigeria
year	int64	Observation year.	2025
state	string	Source column from the original resource.	Abia
fatal	string	Source column from the original resource.	10
serious	double	Source column from the original resource.	19.0
minor	double	Source column from the original resource.	1.0
total_cases	double	Source column from the original resource.	30.0
number_injured	double	Source column from the original resource.	146.0
number_killed	double	Source column from the original resource.	31.0
total_casualty	double	Source column from the original resource.	177.0
people_involved	string	Source column from the original resource.	279
column_10	string	Source column from the original resource.	``
state_2	string	Source column from the original resource.	Abia
fatal_2	double	Source column from the original resource.	16.0
serious_2	string	Source column from the original resource.	23
minor_2	double	Source column from the original resource.	5.0
total_cases_2	double	Source column from the original resource.	44.0
number_injured_2	double	Source column from the original resource.	119.0
number_killed_2	string	Source column from the original resource.	35
total_casualty_2	double	Source column from the original resource.	154.0
people_involved_2	double	Source column from the original resource.	289.0
column_20	double	Source column from the original resource.	``
state_3	string	Source column from the original resource.	Abia
fatal_3	string	Source column from the original resource.	10
serious_3	double	Source column from the original resource.	11.0
minor_3	double	Source column from the original resource.	0.0
total_cases_3	string	Source column from the original resource.	21
number_injured_3	double	Source column from the original resource.	69.0
number_killed_3	double	Source column from the original resource.	19.0
total_casualty_3	double	Source column from the original resource.	88.0
people_involved_3	string	Source column from the original resource.	177
column_30	string	Source column from the original resource.	``
column_31	double	Source column from the original resource.	``
state_4	string	Source column from the original resource.	Abia
fatal_4	string	Source column from the original resource.	7
serious_4	double	Source column from the original resource.	10.0
minor_4	double	Source column from the original resource.	3.0
total_cases_4	double	Source column from the original resource.	20.0
number_injured_4	string	Source column from the original resource.	62
number_killed_4	double	Source column from the original resource.	11.0
total_casualty_4	double	Source column from the original resource.	73.0
people_involved_4	double	Source column from the original resource.	140.0
column_41	string	Source column from the original resource.	``
column_42	string	Source column from the original resource.	``
state_5	string	Source column from the original resource.	Abia
fatal_5	double	Source column from the original resource.	3.0
serious_5	string	Source column from the original resource.	12
minor_5	double	Source column from the original resource.	6.0
total_cases_5	double	Source column from the original resource.	21.0
number_injured_5	double	Source column from the original resource.	57.0
number_killed_5	string	Source column from the original resource.	3
total_casualty_5	double	Source column from the original resource.	60.0
people_involved_5	double	Source column from the original resource.	177.0
column_52	double	Source column from the original resource.	``
column_53	string	Source column from the original resource.	``
state_6	string	Source column from the original resource.	Abia
fatal_6	double	Source column from the original resource.	8.0
serious_6	double	Source column from the original resource.	20.0
minor_6	string	Source column from the original resource.	5
total_cases_6	double	Source column from the original resource.	33.0
number_injured_6	double	Source column from the original resource.	144.0
number_killed_6	double	Source column from the original resource.	13.0
total_casualty_6	string	Source column from the original resource.	157
people_involved_6	string	Source column from the original resource.	260
column_63	string	Source column from the original resource.	``
column_64	double	Source column from the original resource.	``
state_7	string	Source column from the original resource.	Abia
fatal_7	double	Source column from the original resource.	10.0
serious_7	double	Source column from the original resource.	13.0
minor_7	double	Source column from the original resource.	6.0
total_cases_7	string	Source column from the original resource.	29
number_injured_7	double	Source column from the original resource.	107.0
number_killed_7	double	Source column from the original resource.	23.0
total_casualty_7	double	Source column from the original resource.	130.0
people_involved_7	string	Source column from the original resource.	224
column_74	string	Source column from the original resource.	``
column_75	double	Source column from the original resource.	``
state_8	string	Source column from the original resource.	Abia
fatal_8	string	Source column from the original resource.	``
serious_8	double	Source column from the original resource.	``
minor_8	double	Source column from the original resource.	``
total_cases_8	double	Source column from the original resource.	``
number_injured_8	double	Source column from the original resource.	``
number_killed_8	double	Source column from the original resource.	``
total_casualty_8	double	Source column from the original resource.	``
people_involved_8	string	Source column from the original resource.	``
column_85	double	Source column from the original resource.	``
column_86	double	Source column from the original resource.	``
state_9	string	Source column from the original resource.	``
fatal_9	double	Source column from the original resource.	``
serious_9	double	Source column from the original resource.	``
minor_9	double	Source column from the original resource.	``
total_cases_9	double	Source column from the original resource.	``
number_injured_9	double	Source column from the original resource.	``
number_killed_9	double	Source column from the original resource.	``
total_casualty_9	double	Source column from the original resource.	``
people_involved_9	double	Source column from the original resource.	``
column_96	double	Source column from the original resource.	``
column_97	double	Source column from the original resource.	``
state_10	string	Source column from the original resource.	``
fatal_10	double	Source column from the original resource.	``
serious_10	double	Source column from the original resource.	``
minor_10	double	Source column from the original resource.	``
total_cases_10	double	Source column from the original resource.	``
number_injured_10	double	Source column from the original resource.	``
number_killed_10	double	Source column from the original resource.	``
total_casualty_10	string	Source column from the original resource.	``
people_involved_10	double	Source column from the original resource.	``
column_107	double	Source column from the original resource.	``
column_108	double	Source column from the original resource.	``
state_11	string	Source column from the original resource.	``
fatal_11	double	Source column from the original resource.	``
serious_11	double	Source column from the original resource.	``
minor_11	double	Source column from the original resource.	``
total_cases_11	double	Source column from the original resource.	``
number_injured_11	double	Source column from the original resource.	``
number_killed_11	double	Source column from the original resource.	``
total_casualty_11	double	Source column from the original resource.	``
people_involved_11	double	Source column from the original resource.	``
column_118	double	Source column from the original resource.	``
column_119	double	Source column from the original resource.	``
state_12	string	Source column from the original resource.	``
fatal_12	double	Source column from the original resource.	``
serious_12	double	Source column from the original resource.	``
minor_12	double	Source column from the original resource.	``
total_cases_12	double	Source column from the original resource.	``
number_injured_12	double	Source column from the original resource.	``
number_killed_12	string	Source column from the original resource.	``
total_casualty_12	double	Source column from the original resource.	``
people_involved_12	double	Source column from the original resource.	``
column_129	double	Source column from the original resource.	``
column_130	double	Source column from the original resource.	``
state_13	string	Source column from the original resource.	``
fatal_13	double	Source column from the original resource.	``
serious_13	double	Source column from the original resource.	``
minor_13	double	Source column from the original resource.	``
total_cases_13	double	Source column from the original resource.	``
number_injured_13	double	Source column from the original resource.	``
number_killed_13	double	Source column from the original resource.	``
total_casualty_13	double	Source column from the original resource.	``
people_involved_13	double	Source column from the original resource.	``
column_140	double	Source column from the original resource.	``
column_141	double	Source column from the original resource.	``
state_14	string	Source column from the original resource.	``
fatal_14	double	Source column from the original resource.	``
serious_14	double	Source column from the original resource.	``
minor_14	double	Source column from the original resource.	``
total_cases_14	double	Source column from the original resource.	``
number_injured_14	string	Source column from the original resource.	``
number_killed_14	double	Source column from the original resource.	``
total_casualty_14	double	Source column from the original resource.	``
people_involved_14	double	Source column from the original resource.	``
column_151	double	Source column from the original resource.	``
column_152	double	Source column from the original resource.	``
state_15	string	Source column from the original resource.	``
fatal_15	double	Source column from the original resource.	``
serious_15	double	Source column from the original resource.	``
minor_15	double	Source column from the original resource.	``
total_cases_15	double	Source column from the original resource.	``
number_injured_15	double	Source column from the original resource.	``
number_killed_15	double	Source column from the original resource.	``
total_casualty_15	double	Source column from the original resource.	``
people_involved_15	double	Source column from the original resource.	``
column_162	double	Source column from the original resource.	``
column_163	double	Source column from the original resource.	``
state_16	string	Source column from the original resource.	``
fatal_16	double	Source column from the original resource.	``
serious_16	double	Source column from the original resource.	``
minor_16	double	Source column from the original resource.	``
total_cases_16	string	Source column from the original resource.	``
number_injured_16	double	Source column from the original resource.	``
number_killed_16	double	Source column from the original resource.	``
total_casualty_16	double	Source column from the original resource.	``
people_involved_16	double	Source column from the original resource.	``
column_173	double	Source column from the original resource.	``
state_17	string	Source column from the original resource.	``
fatal_17	double	Source column from the original resource.	``
serious_17	double	Source column from the original resource.	``
minor_17	double	Source column from the original resource.	``
total_cases_17	double	Source column from the original resource.	``
number_injured_17	double	Source column from the original resource.	``
number_killed_17	double	Source column from the original resource.	``
total_casualty_17	double	Source column from the original resource.	``
people_involved_17	double	Source column from the original resource.	``
column_183	double	Source column from the original resource.	``
state_18	string	Source column from the original resource.	``
fatal_18	double	Source column from the original resource.	``
serious_18	double	Source column from the original resource.	``
minor_18	double	Source column from the original resource.	``
total_cases_18	double	Source column from the original resource.	``
number_injured_18	string	Source column from the original resource.	``
number_killed_18	double	Source column from the original resource.	``
total_casualty_18	double	Source column from the original resource.	``
people_involved_18	double	Source column from the original resource.	``
column_193	double	Source column from the original resource.	``
state_19	string	Source column from the original resource.	``
fatal_19	double	Source column from the original resource.	``
serious_19	double	Source column from the original resource.	``
minor_19	double	Source column from the original resource.	``
total_cases_19	double	Source column from the original resource.	``
number_injured_19	double	Source column from the original resource.	``
number_killed_19	double	Source column from the original resource.	``
total_casualty_19	double	Source column from the original resource.	``
people_involved_19	double	Source column from the original resource.	``
state_20	string	Source column from the original resource.	``
fatal_20	double	Source column from the original resource.	``
serious_20	double	Source column from the original resource.	``
minor_20	double	Source column from the original resource.	``
total_cases_20	double	Source column from the original resource.	``
number_injured_20	double	Source column from the original resource.	``
number_killed_20	double	Source column from the original resource.	``
total_casualty_20	double	Source column from the original resource.	``
people_involved_20	double	Source column from the original resource.	``
state_21	string	Source column from the original resource.	``
fatal_21	double	Source column from the original resource.	``
serious_21	double	Source column from the original resource.	``
minor_21	double	Source column from the original resource.	``
total_cases_21	double	Source column from the original resource.	``
number_injured_21	double	Source column from the original resource.	``
number_killed_21	double	Source column from the original resource.	``
total_casualty_21	double	Source column from the original resource.	``
people_involved_21	double	Source column from the original resource.	``
yony	double	Source column from the original resource.	``
qonq	double	Source column from the original resource.	``
source_period_start_year	int64	Start year inferred from source metadata.	``
source_period_end_year	int64	End year inferred from source metadata.	``
source_period_label	string	Source column from the original resource.	``
source_provider	string	Publishing organization.	``
source_dataset	string	Source dataset or package title.	``
source_resource	string	Source resource title, table name, or file name.	``
source_package_id	string	Source package identifier.	``
source_resource_id	string	Source resource identifier.	``
source_url	string	Original source URL or download URL.	``
license_id	string	Source license identifier.	``
retrieved_at	string	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-nigeria-road-transport-data-425d1e4b")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

print(df.info())
print(df.head())

Filter By Geography

if "country_iso3" in df.columns:
    sample = df[df["country_iso3"] == "NGA"]

Time-Series Pattern

if "value" in df.columns and "year" in df.columns:
    trend = df.sort_values("year")

Pivot For Analysis

if {"indicator_id", "year", "value"}.issubset(df.columns):
    matrix = df.pivot_table(index="year", columns="indicator_id", values="value")
    print(matrix.tail())

Data Quality Notes

• Canonical time field: year.
• Missing values are preserved rather than silently imputed.
• Column names are standardized for machine use; source meanings are preserved where known.
• Always confirm source methodology, units, and collection definitions before policy, production, or redistribution-sensitive use.

Source And Provenance

• Source: National Bureau of Statistics, Nigeria
• Publisher: National Bureau of Statistics, Nigeria
• Portal: https://microdata.nigerianstat.gov.ng
• Resource: Road Transport Report Q4 2025
• License: other-open
• Retrieved/generated: 2026-07-19T04:22:57Z
• Hugging Face repo: electricsheepafrica/africa-nigeria-road-transport-data-425d1e4b

Transformations Applied

• Converted the source table to Parquet for efficient analytics and ML workflows.
• Added or preserved source provenance columns where available.
• Standardized README metadata, dataset loading configuration, schema documentation, and citation format.
• Preserved source-reported values without analytical imputation.

Suggested Analyses

• Track mobility over time
• Compare routes or geographies
• Join with economic and population data
• Build time-series views and period-over-period comparisons
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_nigeria_road_transport_data_425d1e4b_2025,
  title        = {Road Transport Data | Africa (National Bureau of Statistics, Nigeria)},
  author       = {National Bureau of Statistics, Nigeria},
  year         = {2025},
  url          = {https://microdata.nigerianstat.gov.ng/index.php/catalog/164/related-materials},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-road-transport-data-425d1e4b}}
}

License

Released under other-open.

Original data is published by National Bureau of Statistics, Nigeria. Electric Sheep Africa engineering standardizes the data for discovery, loading, and analysis on Hugging Face. Cite both the original source and this ML-ready dataset when used.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

---

Provenance: README standardized 2026-08-12 by the Electric Sheep Africa README system. Source URL: https://microdata.nigerianstat.gov.ng/index.php/catalog/164/related-materials