electricsheepafrica/africa-nigeria-nigerian-correctional-service-report-24a06d46

Nigerian Correctional Service Report | Africa (National Bureau of Statistics, Nigeria)

278 rows - 1 Africa country/area - 2012-2024 - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 278 rows from National Bureau of Statistics, Nigeria, covering Nigerian Correctional Service Report. 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	278
Countries/areas	1
First period	2012
Last period	2024
Indicators	0
Columns	312
Source format	ZIP

Geographic Coverage

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

Area	Rows	First year	Last year	Name
NGA	278	2012	2024	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-177-1333:nigerian-correctional-service-nc:0
country_iso3	string	ISO3 country or area code.	NGA
country_name	string	Country or area name.	Nigeria
source_sheet	string	Source column from the original resource.	NIGERIAN CORRECTIONAL SERVICE (NCoS) 2017- Q2 2025.xlsx::Inmates_Popu...
adamawa	string	Source column from the original resource.	AKWA -IBOM
d_2580	double	Source column from the original resource.	1568.0
d_851	double	Source column from the original resource.	920.0
1985	double	Source column from the original resource.	1128.0
d_42_87153652392947	double	Source column from the original resource.	81.56028368794325
d_4_011640831834441	double	Source column from the original resource.	2.279662900911461
d_76_93798449612403	double	Source column from the original resource.	71.93877551020408
d_23_06201550387597	double	Source column from the original resource.	-28.06122448979592
d_2580_2	double	Source column from the original resource.	1568.0
d_791	double	Source column from the original resource.	1074.0
d_2034	double	Source column from the original resource.	1342.0
d_38_88888888888889	double	Source column from the original resource.	80.02980625931446
d_3_9013349700782567	double	Source column from the original resource.	2.5740371336504526
d_78_83720930232559	double	Source column from the original resource.	85.58673469387756
d_21_16279069767441	double	Source column from the original resource.	-14.41326530612244
d_2580_3	double	Source column from the original resource.	1568.0
d_779	double	Source column from the original resource.	1164.0
d_2180	double	Source column from the original resource.	1501.0
d_35_73394495412844	double	Source column from the original resource.	77.54830113257827
d_3_951208018414804	double	Source column from the original resource.	2.72053359433056
d_84_49612403100775	double	Source column from the original resource.	95.72704081632652
d_15_503875968992247	double	Source column from the original resource.	-4.272959183673478
d_2580_4	double	Source column from the original resource.	1568.0
d_616	double	Source column from the original resource.	1338.0
d_1546	double	Source column from the original resource.	1672.0
d_39_84476067270375	double	Source column from the original resource.	80.02392344497608
d_2_7578087372232827	double	Source column from the original resource.	2.9825719331418683
d_59_92248062015504	double	Source column from the original resource.	106.63265306122447
d_40_07751937984496	double	Source column from the original resource.	6.632653061224488
d_2580_5	double	Source column from the original resource.	1568.0
d_675	double	Source column from the original resource.	1457.0
d_1648	double	Source column from the original resource.	1829.0
d_40_95873786407767	double	Source column from the original resource.	79.66101694915254
d_2_6469643430774172	double	Source column from the original resource.	2.9376806938644395
d_63_87596899224807	double	Source column from the original resource.	116.6454081632653
d_2580_6	double	Source column from the original resource.	1568.0
d_2277	double	Source column from the original resource.	1648.0
d_3_501299340334907	double	Source column from the original resource.	2.5340980732858704
d_88_25581395348837	double	Source column from the original resource.	105.10204081632652
d_11_74418604651163	double	Source column from the original resource.	5.102040816326522
d_2580_7	double	Source column from the original resource.	1568.0
d_2052	double	Source column from the original resource.	1852.0
d_2_9875083714294033	double	Source column from the original resource.	2.6963282182686426
d_79_53488372093022	double	Source column from the original resource.	118.11224489795916
d_20_465116279069775	double	Source column from the original resource.	18.11224489795917
d_2610	double	Source column from the original resource.	1366.0
d_1035	double	Source column from the original resource.	1894.0
d_2308	double	Source column from the original resource.	2321.0
d_3_299688330998199	double	Source column from the original resource.	3.3182740971606663
d_44_84402079722704	double	Source column from the original resource.	81.60275743214132
d_88_42911877394636	double	Source column from the original resource.	169.9121522693997
d_11_570881226053643	double	Source column from the original resource.	69.91215226939971
d_2610_2	double	Source column from the original resource.	1366.0
d_1042	double	Source column from the original resource.	1906.0
d_2477	double	Source column from the original resource.	2294.0
d_3_3631130179764295	double	Source column from the original resource.	3.114647260087981
d_42_06701655228098	double	Source column from the original resource.	83.08631211857018
d_94_90421455938697	double	Source column from the original resource.	167.93557833089312
d_5_095785440613028	double	Source column from the original resource.	67.93557833089312
d_2706	double	Source column from the original resource.	1462.0
d_1120	double	Source column from the original resource.	2112.0
d_2349	double	Source column from the original resource.	2523.0
d_3_2523364485981308	double	Source column from the original resource.	3.4932502596054
d_47_67986377181779	double	Source column from the original resource.	83.70986920332936
d_86_8070953436807	double	Source column from the original resource.	172.5718194254446
d_13_1929046563193	double	Source column from the original resource.	72.5718194254446
d_2706_2	double	Source column from the original resource.	1462.0
d_1500	double	Source column from the original resource.	2334.0
d_2158	double	Source column from the original resource.	2704.0
d_3_309917482131354	double	Source column from the original resource.	4.147366483634468
d_69_5088044485635	double	Source column from the original resource.	86.31656804733728
d_79_74870657797487	double	Source column from the original resource.	184.9521203830369
d_20_251293422025128	double	Source column from the original resource.	84.95212038303694
d_2706_3	double	Source column from the original resource.	1462.0
d_1554	double	Source column from the original resource.	2658.0
d_2569	double	Source column from the original resource.	3100.0
d_3_6602741287436245	double	Source column from the original resource.	``
d_60_49046321525886	double	Source column from the original resource.	``
d_94_93717664449372	double	Source column from the original resource.	``
d_5_062823355506282	double	Source column from the original resource.	``
d_2745	double	Source column from the original resource.	``
d_1262	double	Source column from the original resource.	``
d_2572	double	Source column from the original resource.	``
d_3_493758235190241	double	Source column from the original resource.	``
d_49_06687402799378	double	Source column from the original resource.	``
d_93_6976320582878	double	Source column from the original resource.	``
d_6_302367941712205	double	Source column from the original resource.	``
d_2780	double	Source column from the original resource.	``
d_1260	double	Source column from the original resource.	``
d_2358	double	Source column from the original resource.	``
d_3_0744758527172213	double	Source column from the original resource.	``
d_53_43511450381679	double	Source column from the original resource.	``
d_84_82014388489209	double	Source column from the original resource.	``
d_15_17985611510791	double	Source column from the original resource.	``
d_3580	double	Source column from the original resource.	``
d_1209	double	Source column from the original resource.	``
d_2496	double	Source column from the original resource.	``
d_3_163778788992686	double	Source column from the original resource.	``
d_48_4375	double	Source column from the original resource.	``
d_69_72067039106146	double	Source column from the original resource.	``
d_30_27932960893854	double	Source column from the original resource.	``
d_3580_2	double	Source column from the original resource.	``
d_1444	double	Source column from the original resource.	``
d_2869	double	Source column from the original resource.	``
d_3_511198139762575	double	Source column from the original resource.	``
d_50_331125827814574	double	Source column from the original resource.	``
d_80_13966480446926	double	Source column from the original resource.	``
d_19_860335195530737	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.	``
correctional_centres_capacity	string	Source column from the original resource.	``
d_47286	double	Source column from the original resource.	``
d_47286_2	double	Source column from the original resource.	``
d_47646	double	Source column from the original resource.	``
d_49825	double	Source column from the original resource.	``
d_49965	double	Source column from the original resource.	``
d_50803	double	Source column from the original resource.	``
d_53752	double	Source column from the original resource.	``
d_53754	double	Source column from the original resource.	``
d_58278	double	Source column from the original resource.	``
d_58346	double	Source column from the original resource.	``
d_58448	double	Source column from the original resource.	``
d_58509	double	Source column from the original resource.	``
d_64192	double	Source column from the original resource.	``
d_65035	double	Source column from the original resource.	``
d_65035_2	double	Source column from the original resource.	``
year	string	Observation year.	``
male	double	Source column from the original resource.	``
female	double	Source column from the original resource.	``
total	double	Source column from the original resource.	``
s_n	double	Source column from the original resource.	``
state	string	Source column from the original resource.	``
2017	double	Source column from the original resource.	``
2018	double	Source column from the original resource.	``
2019	double	Source column from the original resource.	``
2020	double	Source column from the original resource.	``
2021	double	Source column from the original resource.	``
2022	double	Source column from the original resource.	``
2023	double	Source column from the original resource.	``
2024	double	Source column from the original resource.	``
2025	double	Source column from the original resource.	``
d_1	double	Source column from the original resource.	``
abia	string	Source column from the original resource.	``
d_1649	double	Source column from the original resource.	``
d_75	double	Source column from the original resource.	``
d_1724	double	Source column from the original resource.	``
d_1627	double	Source column from the original resource.	``
d_79	double	Source column from the original resource.	``
d_1706	double	Source column from the original resource.	``
d_1694	double	Source column from the original resource.	``
d_72	double	Source column from the original resource.	``
d_1766	double	Source column from the original resource.	``
d_1423	double	Source column from the original resource.	``
d_56	double	Source column from the original resource.	``
d_1479	double	Source column from the original resource.	``
d_1446	double	Source column from the original resource.	``
d_45	double	Source column from the original resource.	``
d_1491	double	Source column from the original resource.	``
d_1471	double	Source column from the original resource.	``
d_39	double	Source column from the original resource.	``
d_1510	double	Source column from the original resource.	``
d_1521	double	Source column from the original resource.	``
d_47	double	Source column from the original resource.	``
d_1568	double	Source column from the original resource.	``
d_1768	double	Source column from the original resource.	``
d_65	double	Source column from the original resource.	``
d_1833	double	Source column from the original resource.	``
d_1813	double	Source column from the original resource.	``
d_61	double	Source column from the original resource.	``
d_1874	double	Source column from the original resource.	``
d_4	double	Source column from the original resource.	``
akwa_ibom	string	Source column from the original resource.	``
d_1804	double	Source column from the original resource.	``
d_90	double	Source column from the original resource.	``
d_1894	double	Source column from the original resource.	``
d_1818	double	Source column from the original resource.	``
d_88	double	Source column from the original resource.	``
1906	double	Source column from the original resource.	``
d_2030	double	Source column from the original resource.	``
d_82	double	Source column from the original resource.	``
d_2112	double	Source column from the original resource.	``
d_2248	double	Source column from the original resource.	``
d_86	double	Source column from the original resource.	``
d_2334	double	Source column from the original resource.	``
d_2539	double	Source column from the original resource.	``
d_119	double	Source column from the original resource.	``
d_2658	double	Source column from the original resource.	``
d_2265	double	Source column from the original resource.	``
d_129	double	Source column from the original resource.	``
d_2394	double	Source column from the original resource.	``
d_2251	double	Source column from the original resource.	``
d_117	double	Source column from the original resource.	``
d_2368	double	Source column from the original resource.	``
d_2493	double	Source column from the original resource.	``
d_106	double	Source column from the original resource.	``
d_2599	double	Source column from the original resource.	``
d_2351	double	Source column from the original resource.	``
d_105	double	Source column from the original resource.	``
d_2456	double	Source column from the original resource.	``
january	string	Source column from the original resource.	``
d_12317	double	Source column from the original resource.	``
d_596	double	Source column from the original resource.	``
d_12913	double	Source column from the original resource.	``
d_10466	double	Source column from the original resource.	``
d_480	double	Source column from the original resource.	``
d_10946	double	Source column from the original resource.	``
d_10119	double	Source column from the original resource.	``
d_518	double	Source column from the original resource.	``
d_10637	double	Source column from the original resource.	``
d_11177	double	Source column from the original resource.	``
d_599	double	Source column from the original resource.	``
d_11776	double	Source column from the original resource.	``
d_7818	double	Source column from the original resource.	``
d_386	double	Source column from the original resource.	``
d_8204	double	Source column from the original resource.	``
d_9299	double	Source column from the original resource.	``
d_370	double	Source column from the original resource.	``
d_9669	double	Source column from the original resource.	``
d_11008	double	Source column from the original resource.	``
d_458	double	Source column from the original resource.	``
d_11466	double	Source column from the original resource.	``
d_10952	double	Source column from the original resource.	``
d_628	double	Source column from the original resource.	``
d_11580	double	Source column from the original resource.	``
d_9698	double	Source column from the original resource.	``
d_477	double	Source column from the original resource.	``
d_10175	double	Source column from the original resource.	``
remand_awaiting_trial	string	Source column from the original resource.	``
d_104188	double	Source column from the original resource.	``
d_5485	double	Source column from the original resource.	``
d_109673	double	Source column from the original resource.	``
d_113550	double	Source column from the original resource.	``
d_6703	double	Source column from the original resource.	``
d_120253	double	Source column from the original resource.	``
d_96181	double	Source column from the original resource.	``
d_5280	double	Source column from the original resource.	``
d_101461	double	Source column from the original resource.	``
d_78387	double	Source column from the original resource.	``
d_4403	double	Source column from the original resource.	``
d_82790	double	Source column from the original resource.	``
d_70678	double	Source column from the original resource.	``
d_3775	double	Source column from the original resource.	``
d_74453	double	Source column from the original resource.	``
d_117759	double	Source column from the original resource.	``
d_4137	double	Source column from the original resource.	``
d_121896	double	Source column from the original resource.	``
d_99370	double	Source column from the original resource.	``
d_6138	double	Source column from the original resource.	``
d_105508	double	Source column from the original resource.	``
d_89330	double	Source column from the original resource.	``
d_5284	double	Source column from the original resource.	``
d_94614	double	Source column from the original resource.	``
debt	string	Source column from the original resource.	``
d_33	double	Source column from the original resource.	``
d_649	double	Source column from the original resource.	``
1970	double	Source column from the original resource.	``
d_29	double	Source column from the original resource.	``
1999	double	Source column from the original resource.	``
d_1135	double	Source column from the original resource.	``
d_50	double	Source column from the original resource.	``
d_1185	double	Source column from the original resource.	``
d_775	double	Source column from the original resource.	``
d_46	double	Source column from the original resource.	``
d_821	double	Source column from the original resource.	``
d_733	double	Source column from the original resource.	``
d_20	double	Source column from the original resource.	``
d_753	double	Source column from the original resource.	``
d_735	double	Source column from the original resource.	``
d_38	double	Source column from the original resource.	``
d_773	double	Source column from the original resource.	``
d_742	double	Source column from the original resource.	``
d_30	double	Source column from the original resource.	``
d_772	double	Source column from the original resource.	``
d_790	double	Source column from the original resource.	``
d_41	double	Source column from the original resource.	``
d_831	double	Source column from the original resource.	``
d_2673	double	Source column from the original resource.	``
d_145	double	Source column from the original resource.	``
d_2818	double	Source column from the original resource.	``
d_1821	double	Source column from the original resource.	``
d_202	double	Source column from the original resource.	``
d_1050	double	Source column from the original resource.	``
d_1091	double	Source column from the original resource.	``
d_3022	double	Source column from the original resource.	``
d_97	double	Source column from the original resource.	``
d_3119	double	Source column from the original resource.	``
d_1219	double	Source column from the original resource.	``
d_48	double	Source column from the original resource.	``
d_1267	double	Source column from the original resource.	``
d_653	double	Source column from the original resource.	``
d_10	double	Source column from the original resource.	``
d_663	double	Source column from the original resource.	``
d_876	double	Source column from the original resource.	``
d_42	double	Source column from the original resource.	``
d_918	double	Source column from the original resource.	``
d_1141	double	Source column from the original resource.	``
d_1187	double	Source column from the original resource.	``
graduates	double	Source column from the original resource.	``
undergraduates	double	Source column from the original resource.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-nigeria-nigerian-correctional-service-report-24a06d46")
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: Nigerian_Correctional_Service_Report_2017_Q2_2025
• License: other-open
• Retrieved/generated: 2026-07-19T04:21:53Z
• Hugging Face repo: electricsheepafrica/africa-nigeria-nigerian-correctional-service-report-24a06d46

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_nigerian_correctional_service_report_24a06d46_2024,
  title        = {Nigerian Correctional Service Report | Africa (National Bureau of Statistics, Nigeria)},
  author       = {National Bureau of Statistics, Nigeria},
  year         = {2024},
  url          = {https://microdata.nigerianstat.gov.ng/index.php/catalog/177/related-materials},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-nigerian-correctional-service-report-24a06d46}}
}

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/177/related-materials