electricsheepafrica/africa-nigeria-foreign-trade-in-goods-statistics-ce915f06

Foreign Trade in Goods Statistics | Africa (National Bureau of Statistics, Nigeria)

1,515 rows - 1 Africa country/area - 2020-2025 - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 1,515 rows from National Bureau of Statistics, Nigeria, covering Foreign Trade in Goods Statistics. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Economic datasets help analysts examine production, prices, public finance, trade flows, market conditions, and macroeconomic change.

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	1,515
Countries/areas	1
First period	2020
Last period	2025
Indicators	0
Columns	201
Source format	ZIP

Geographic Coverage

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

Area	Rows	First year	Last year	Name
NGA	1,515	2020	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-84-1368:q4-2025-foreign-trade-in-goods-s: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.	Q4 2025 Foreign Trade in Goods Statistics Report.xlsx::PRODUCT RANKING
year	double	Observation year.	2025.0
d_2710125000	string	Source column from the original resource.	1001190000
motor_spirit_ordinary	string	Source column from the original resource.	Durum wheat (Not in seeds)
d_3540205105703_328	double	Source column from the original resource.	550909118131.24
d_20_521816987167117	double	Source column from the original resource.	3.193503133656675
d_2709000000	double	Source column from the original resource.	2711110000.0
petroleum_oils_and_oils_obtained_from_bituminous_mineral	string	Source column from the original resource.	Natural gas
d_9702868890635_543	double	Source column from the original resource.	2012995299645.0
d_51_16626652947942	double	Source column from the original resource.	10.615154670762433
source_period_start_year	int64	Start year inferred from source metadata.	2025
source_period_end_year	int64	End year inferred from source metadata.	2025
source_period_label	string	Source column from the original resource.	2025
source_provider	string	Publishing organization.	National Bureau of Statistics, Nigeria
source_dataset	string	Source dataset or package title.	Foreign Trade in Goods Statistics
source_resource	string	Source resource title, table name, or file name.	Foreign Trade Statistics Report Q4 2025
source_package_id	string	Source package identifier.	NGA-NBS-FTS
source_resource_id	string	Source resource identifier.	nbs-nada-84-1368
source_url	string	Original source URL or download URL.	https://microdata.nigerianstat.gov.ng/index.php/catalog/84/download/1368
license_id	string	Source license identifier.	other-open
retrieved_at	string	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-07-19T04:13:01Z
ranking	string	Source column from the original resource.	``
code	string	Source column from the original resource.	``
country_of_destination	string	Source column from the original resource.	``
value	double	Numeric observation value.	``
crude_oil	double	Source column from the original resource.	``
non_crude_oil_value	double	Source column from the original resource.	``
share_of_world_exports	double	Source column from the original resource.	``
ranking_2	string	Source column from the original resource.	``
code_2	string	Source column from the original resource.	``
country_of_origin	string	Source column from the original resource.	``
value_2	double	Source column from the original resource.	``
share_of_world_import	double	Source column from the original resource.	``
hs_code	double	Source column from the original resource.	``
description	string	Source column from the original resource.	``
october_value	double	Source column from the original resource.	``
november_value	double	Source column from the original resource.	``
december_value	double	Source column from the original resource.	``
qtr_4_value	double	Source column from the original resource.	``
2020	double	Source column from the original resource.	``
jan_dec	string	Source column from the original resource.	``
d_12700943_807826	double	Source column from the original resource.	``
d_12522684_4438475	double	Source column from the original resource.	``
d_178259_363978529	double	Source column from the original resource.	``
d_25223628_2516735	double	Source column from the original resource.	``
d_9444655_98263812	double	Source column from the original resource.	``
d_3078028_46120935	double	Source column from the original resource.	``
d_1433402_52345991	double	Source column from the original resource.	``
d_49_6466421043795	double	Source column from the original resource.	``
d_75_4203783141592	double	Source column from the original resource.	``
d_11_4464476837006	double	Source column from the original resource.	``
d_25_1118079523492	double	Source column from the original resource.	``
d_34_7512938410734	double	Source column from the original resource.	``
d_1	double	Source column from the original resource.	``
live_animals_animal_products	string	Source column from the original resource.	``
d_549643_085907	double	Source column from the original resource.	``
d_597473_381483	double	Source column from the original resource.	``
d_1491496_778542	double	Source column from the original resource.	``
d_1706423_360032149	double	Source column from the original resource.	``
d_121196_960603	double	Source column from the original resource.	``
d_176056_45749	double	Source column from the original resource.	``
d_456033_689034	double	Source column from the original resource.	``
d_508999_87704868	double	Source column from the original resource.	``
d_24884_687576096	double	Source column from the original resource.	``
d_39456_471928958	double	Source column from the original resource.	``
d_98439_50284513	double	Source column from the original resource.	``
d_103402_655499228	double	Source column from the original resource.	``
d_6517_431525908	double	Source column from the original resource.	``
d_12323_1782191	double	Source column from the original resource.	``
d_26605_184902330002	double	Source column from the original resource.	``
d_21580_979911568	double	Source column from the original resource.	``
d_406882_65486	double	Source column from the original resource.	``
d_75018_470833	double	Source column from the original resource.	``
d_331864_184027	double	Source column from the original resource.	``
d_1571578_663792	double	Source column from the original resource.	``
d_1026145_825876	double	Source column from the original resource.	``
d_135365_023891	double	Source column from the original resource.	``
d_283307_47592	double	Source column from the original resource.	``
d_126760_338105	double	Source column from the original resource.	``
d_4659558_709137	double	Source column from the original resource.	``
d_395300_57961	double	Source column from the original resource.	``
d_282149_181712	double	Source column from the original resource.	``
d_1163118_008113	double	Source column from the original resource.	``
d_272050_672054	double	Source column from the original resource.	``
d_269948_729163	double	Source column from the original resource.	``
d_194120_934406	double	Source column from the original resource.	``
d_2082870_604079	double	Source column from the original resource.	``
d_5968827_229148	double	Source column from the original resource.	``
d_140594_462842	double	Source column from the original resource.	``
d_1104562_375594	double	Source column from the original resource.	``
d_3227000_370761	double	Source column from the original resource.	``
d_1496670_019951	double	Source column from the original resource.	``
d_94096_550889	double	Source column from the original resource.	``
d_2374887_86501653	double	Source column from the original resource.	``
d_841332_503064716	double	Source column from the original resource.	``
d_1533555_36195181	double	Source column from the original resource.	``
d_850175_86742181	double	Source column from the original resource.	``
d_382197_7374368	double	Source column from the original resource.	``
d_287047_38127052	double	Source column from the original resource.	``
d_53873_22074622	double	Source column from the original resource.	``
d_127057_52796827	double	Source column from the original resource.	``
d_4868971_67131997	double	Source column from the original resource.	``
d_116892_18503157	double	Source column from the original resource.	``
d_310162_230131095	double	Source column from the original resource.	``
d_1072294_56642487	double	Source column from the original resource.	``
d_440198_56906246	double	Source column from the original resource.	``
d_565612_78356893	double	Source column from the original resource.	``
d_1361963_97495592	double	Source column from the original resource.	``
d_1001847_36214513	double	Source column from the original resource.	``
d_4307663_29150156	double	Source column from the original resource.	``
d_100540_78569555	double	Source column from the original resource.	``
d_1880450_34362353	double	Source column from the original resource.	``
d_633481_581818185	double	Source column from the original resource.	``
d_1693190_58036429	double	Source column from the original resource.	``
d_120985_748587608	double	Source column from the original resource.	``
northern_africa	string	Source column from the original resource.	``
algeria	string	Source column from the original resource.	``
d_572_75597417	double	Source column from the original resource.	``
d_641_000501713	double	Source column from the original resource.	``
d_1418_357439287	double	Source column from the original resource.	``
d_1813_447706867	double	Source column from the original resource.	``
d_3980_84658994	double	Source column from the original resource.	``
d_494_11323982	double	Source column from the original resource.	``
d_363_2161251	double	Source column from the original resource.	``
northern_africa_2	string	Source column from the original resource.	``
algeria_2	string	Source column from the original resource.	``
d_226_09702	double	Source column from the original resource.	``
d_3089_55777	double	Source column from the original resource.	``
d_19230_986895	double	Source column from the original resource.	``
d_495_810859	double	Source column from the original resource.	``
d_4897_573261	double	Source column from the original resource.	``
d_126967_64957924001	double	Source column from the original resource.	``
d_315_00817879000004	double	Source column from the original resource.	``
products_description	string	Source column from the original resource.	``
value_million	double	Source column from the original resource.	``
hs_code_2	double	Source column from the original resource.	``
products_description_2	string	Source column from the original resource.	``
value_million_2	double	Source column from the original resource.	``
d_1685181_229068	double	Source column from the original resource.	``
d_56148_411868	double	Source column from the original resource.	``
d_161277_661645	double	Source column from the original resource.	``
d_2895774_94723	double	Source column from the original resource.	``
d_120216_559547	double	Source column from the original resource.	``
d_2013771_731769	double	Source column from the original resource.	``
d_1121645_66003	double	Source column from the original resource.	``
d_4157705_570431	double	Source column from the original resource.	``
d_489221_457018	double	Source column from the original resource.	``
d_0_57922	double	Source column from the original resource.	``
d_1_food_and_beverage	string	Source column from the original resource.	``
d_2864125_298144	double	Source column from the original resource.	``
d_3825114_26213	double	Source column from the original resource.	``
d_6578810_079439	double	Source column from the original resource.	``
d_7653559_916982471	double	Source column from the original resource.	``
d_696644_6051790001	double	Source column from the original resource.	``
d_1216591_420875	double	Source column from the original resource.	``
d_1865100_874964	double	Source column from the original resource.	``
d_2386634_79298121	double	Source column from the original resource.	``
period	string	Source column from the original resource.	``
imports	double	Source column from the original resource.	``
exports	double	Source column from the original resource.	``
domestic_export	double	Source column from the original resource.	``
re_exports	double	Source column from the original resource.	``
trade_balance	double	Source column from the original resource.	``
2025	double	Source column from the original resource.	``
d_85126202_84025453	double	Source column from the original resource.	``
d_5070181_100007591	double	Source column from the original resource.	``
d_4096446_9767148225	double	Source column from the original resource.	``
d_353828_067303975	double	Source column from the original resource.	``
d_334931_82017574797	double	Source column from the original resource.	``
d_2500201_0592426253	double	Source column from the original resource.	``
d_47430653_82530684	double	Source column from the original resource.	``
d_25339959_991502922	double	Source column from the original resource.	``
d_5_956075721505107	double	Source column from the original resource.	``
d_4_81220451522089	double	Source column from the original resource.	``
d_0_4156511808331906	double	Source column from the original resource.	``
d_0_3934532599842045	double	Source column from the original resource.	``
d_2_937052253974529	double	Source column from the original resource.	``
d_55_71804243907589	double	Source column from the original resource.	``
d_29_767520629406185	double	Source column from the original resource.	``
sectors	string	Source column from the original resource.	``
october	double	Source column from the original resource.	``
november	double	Source column from the original resource.	``
december	double	Source column from the original resource.	``
q4_2025	double	Source column from the original resource.	``
share_of_total_exports	double	Source column from the original resource.	``
products	string	Source column from the original resource.	``
value_n_million	double	Source column from the original resource.	``
sector	string	Source column from the original resource.	``
region	string	Source column from the original resource.	``
regions	string	Source column from the original resource.	``
product	double	Source column from the original resource.	``
product_description	string	Source column from the original resource.	``
country_description	string	Source column from the original resource.	``
value_n	double	Source column from the original resource.	``
mode_of_transport	string	Source column from the original resource.	``
share_of_domestic_exports	string	Source column from the original resource.	``
rank	double	Source column from the original resource.	``
ports	string	Source column from the original resource.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-nigeria-foreign-trade-in-goods-statistics-ce915f06")
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: Foreign Trade Statistics Report Q4 2025
• License: other-open
• Retrieved/generated: 2026-07-19T04:16:56Z
• Hugging Face repo: electricsheepafrica/africa-nigeria-foreign-trade-in-goods-statistics-ce915f06

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

• Build time-series dashboards
• Compare economic indicators
• Join with population or sector 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_foreign_trade_in_goods_statistics_ce915f06_2025,
  title        = {Foreign Trade in Goods Statistics | Africa (National Bureau of Statistics, Nigeria)},
  author       = {National Bureau of Statistics, Nigeria},
  year         = {2025},
  url          = {https://microdata.nigerianstat.gov.ng/index.php/catalog/84/related-materials},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-foreign-trade-in-goods-statistics-ce915f06}}
}

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/84/related-materials