electricsheepafrica/africa-tanzania-national-bureau-of-statistics-bbbcfeb1

National Bureau of Statistics | Africa (Tanzania official open data)

6,507 rows - 1 Africa country - 2012-2023 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from Tanzania as ML-ready Parquet. The source file is the provenance boundary; all usable indicators or tabular columns from the resource stay together in this repo.

About the source

• Source: National Bureau of Statistics
• Publisher: National Bureau of Statistics, Tanzania
• Resource: [National Accounts of Mainland Tanzania 2023 (Excel File)](https://www.nbs.go.tz/uploads/statistics/documents/en-1778758413-National Accounts of Mainland Tanzania 2023.xlsx)
• Format: XLSX
• License: Other open license
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
TZA	6,507	2012	2023	Tanzania

Indicators or Resource Contents

• national-bureau-of-statistics-bbbcfeb1 - National Bureau of Statistics

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	national-bureau-of-statistics-bbbcfeb1
indicator_name	string	Human-readable indicator name.	National Bureau of Statistics
country_iso3	string	ISO3 country code.	TZA
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	NATPUB_2023
country_name	string	Country name.	Tanzania
year	Int64	Observation year.	2012
value	float64	Numeric observation value.	57657.83710505719
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_heading	string	Source dimension.	1. Gross Domestic Product at b.p
source_period_start_year	Int64	First year inferred from source resource metadata.	2023
source_period_end_year	Int64	Last year inferred from source resource metadata.	2025
source_period_label	string	Human-readable period inferred from source resource metadata.	2023-2025
source_provider	string	Publishing organization.	National Bureau of Statistics, Tanzania
source_dataset	string	Source package title.	National Bureau of Statistics
source_resource	string	Source resource title.	National Accounts of Mainland Tanzania 2023 (Excel File)
source_package_id	string	CKAN package UUID.	annual-national-accounts-publications
source_resource_id	string	CKAN resource UUID.	nbs-stat-377904ae33c3f3
source_url	string	Original source resource URL.	https://www.nbs.go.tz/uploads/statistics/documents/en-1778758413-Nationa
license_id	string	Source license identifier.	other-open
retrieved_at	string	UTC retrieval timestamp.	2026-07-21T20:19:26Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-tanzania-national-bureau-of-statistics-bbbcfeb1")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "TZA"]

Work with indicators

if "indicator_id" in df.columns:
    print(df["indicator_id"].value_counts().head())
    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])

Citation

@misc{electric_sheep_africa_africa_tanzania_national_bureau_of_statistics_bbbcfeb1_2023,
  title        = {National Bureau of Statistics | Africa (Tanzania official open data)},
  author       = {National Bureau of Statistics, Tanzania},
  year         = {2023},
  url          = {https://www.nbs.go.tz/statistics/topic/annual-national-accounts-publications},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-tanzania-national-bureau-of-statistics-bbbcfeb1}}
}

License

Released under Other open license.

Original data (c) National Bureau of Statistics, Tanzania. When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on Hugging Face. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica

---

Provenance: ingested 2026-07-21 via the Electric Sheep pipeline. Source URL: https://www.nbs.go.tz/uploads/statistics/documents/en-1778758413-National Accounts of Mainland Tanzania 2023.xlsx