Datasets:

electricsheepafrica
/

africa-tanzania-national-bureau-of-statistics-8cc839b2

+---
+license: other
+language:
+- en
+task_categories:
+- tabular-regression
+- time-series-forecasting
+multilinguality: monolingual
+size_categories:
+- 1K<n<10K
+tags:
+- tabular
+- xls
+- africa
+- tanzania
+- official-statistics
+- open-data
+pretty_name: "National Bureau of Statistics | Africa (Tanzania official open data)"
+---
+# National Bureau of Statistics | Africa (Tanzania official open data)
+2,056 rows - 1 Africa country - 2005-2016 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+![rows](https://img.shields.io/badge/rows-2056-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2005-2016-orange)
+![indicators](https://img.shields.io/badge/indicators-25-purple)
+![license](https://img.shields.io/badge/license-other-lightgrey)
+## TL;DR
+This dataset packages one official `XLS` 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](https://www.nbs.go.tz/statistics/topic/gross-domestic-product-gdp)
+- **Publisher:** National Bureau of Statistics, Tanzania
+- **Resource:** [Second Quarter Gross Domestic Product 2017.xls](https://www.nbs.go.tz/uploads/statistics/documents/en-1705429386-Second_Quarter_Gross_Domestic_Product_2017.xls)
+- **Format:** `XLS`
+- **License:** [Other open license]()
+- **Packaging mode:** `indicator_long`
+## Geographic coverage
+1 Africa country:
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `TZA` | 2,056 | 2005 | 2016 | `Tanzania` |
+## Indicators or Resource Contents
+- `national-bureau-of-statistics-year-437effa5` - National Bureau of Statistics - year
+- `national-bureau-of-statistics-quar-ter-3cfe431c` - National Bureau of Statistics - quar ter
+- `national-bureau-of-statistics-agriculture-b5e7b72d` - National Bureau of Statistics - agriculture
+- `national-bureau-of-statistics-mining-and-quarrying-569d00f1` - National Bureau of Statistics - mining and quarrying
+- `national-bureau-of-statistics-manufac-turing-ba3fbdb9` - National Bureau of Statistics - manufac turing
+- `national-bureau-of-statistics-electricity-c1c11483` - National Bureau of Statistics - electricity
+- `national-bureau-of-statistics-water-21b347c2` - National Bureau of Statistics - water
+- `national-bureau-of-statistics-construc-tion-6bf1287a` - National Bureau of Statistics - construc tion
+- `national-bureau-of-statistics-trade-and-repair-96a7f547` - National Bureau of Statistics - trade and repair
+- `national-bureau-of-statistics-accommodation-restaurant-046b2503` - National Bureau of Statistics - accommodation restaurant
+- `national-bureau-of-statistics-transport-and-storage-4d78eb5d` - National Bureau of Statistics - transport and storage
+- `national-bureau-of-statistics-information-and-communication-95eab036` - National Bureau of Statistics - information and communication
+- `national-bureau-of-statistics-financial-insurance-8ca9a2a8` - National Bureau of Statistics - financial insurance
+- `national-bureau-of-statistics-quar-ter-2-32cd0c8f` - National Bureau of Statistics - quar ter 2
+- `national-bureau-of-statistics-public-admi-nistration-6c408148` - National Bureau of Statistics - public admi nistration
+- `national-bureau-of-statistics-professional-scientific-technical-act-b881870a` - National Bureau of Statistics - professional scientific technical act
+- `national-bureau-of-statistics-administrative-support-services-3393f835` - National Bureau of Statistics - administrative support services
+- `national-bureau-of-statistics-real-estate-5ae17620` - National Bureau of Statistics - real estate
+- `national-bureau-of-statistics-education-291e3ddd` - National Bureau of Statistics - education
+- `national-bureau-of-statistics-health-ecee705a` - National Bureau of Statistics - health
+## Schema
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `national-bureau-of-statistics-year-437effa5` |
+| `indicator_name` | `string` | Human-readable indicator name. | `National Bureau of Statistics - year` |
+| `country_iso3` | `string` | ISO3 country code. | `TZA` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Table KP Tshs` |
+| `country_name` | `string` | Country name. | `Tanzania` |
+| `year` | `Int64` | Observation year. | `2005` |
+| `value` | `float64` | Numeric observation value. | `2005.0` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2017` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2017` |
+| `source_period_label` | `string` | Human-readable period inferred from source resource metadata. | `2017` |
+| `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. | `Second Quarter Gross Domestic Product 2017.xls` |
+| `source_package_id` | `string` | CKAN package UUID. | `gross-domestic-product-gdp` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `nbs-stat-503d079696c765` |
+| `source_url` | `string` | Original source resource URL. | `https://www.nbs.go.tz/uploads/statistics/documents/en-1705429386-Second_` |
+| `license_id` | `string` | Source license identifier. | `other-open` |
+| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-21T20:05:22Z` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("electricsheepafrica/africa-tanzania-national-bureau-of-statistics-8cc839b2")
+df = ds["train"].to_pandas()
+print(df.head())
+```
+### Filter to one country
+```python
+sample_country = df[df["country_iso3"] == "TZA"]
+```
+### Work with indicators
+```python
+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
+```bibtex
+@misc{electric_sheep_africa_africa_tanzania_national_bureau_of_statistics_8cc839b2_2016,
+  title        = {National Bureau of Statistics | Africa (Tanzania official open data)},
+  author       = {National Bureau of Statistics, Tanzania},
+  year         = {2016},
+  url          = {https://www.nbs.go.tz/statistics/topic/gross-domestic-product-gdp},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-tanzania-national-bureau-of-statistics-8cc839b2}}
+}
+```
+## 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](https://huggingface.co/electricsheepafrica)
+---
+Provenance: ingested 2026-07-21 via the Electric Sheep pipeline. Source URL:
+https://www.nbs.go.tz/uploads/statistics/documents/en-1705429386-Second_Quarter_Gross_Domestic_Product_2017.xls

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+size 31933

metadata/source_snapshot.json ADDED Viewed

	@@ -0,0 +1,63 @@

+{
+  "columns": [
+    "indicator_id",
+    "indicator_name",
+    "country_iso3",
+    "source_sheet",
+    "country_name",
+    "year",
+    "value",
+    "unit",
+    "source_period_start_year",
+    "source_period_end_year",
+    "source_period_label",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-21T20:13:19Z",
+  "indicator_count": 25,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-tanzania-national-bureau-of-statistics-8cc839b2",
+  "rows": 2056,
+  "source": {
+    "api_base_url": "https://www.nbs.go.tz/statistics",
+    "country_iso3": "TZA",
+    "country_name": "Tanzania",
+    "group_names": "National Accounts Statistics; National Bureau of Statistics; en-1705429386-Second_Quarter_Gross_Domestic_Product_2017.xls; 2017-06-16",
+    "license_id": "other-open",
+    "license_title": "Public NBS statistics download",
+    "license_url": "https://www.nbs.go.tz/statistics/topic/gross-domestic-product-gdp?page=10",
+    "organization_title": "National Bureau of Statistics, Tanzania",
+    "package_id": "gross-domestic-product-gdp",
+    "package_name": "gross-domestic-product-gdp",
+    "package_notes": "Public statistics downloads from the Tanzania NBS topic page: National Bureau of Statistics",
+    "package_page_url": "https://www.nbs.go.tz/statistics/topic/gross-domestic-product-gdp",
+    "package_title": "National Bureau of Statistics",
+    "package_type": "statistics-topic",
+    "portal_title": "National Bureau of Statistics Tanzania",
+    "portal_url": "https://www.nbs.go.tz",
+    "resource_created": "2017-06-16",
+    "resource_description": "16 June, 2017 Second Quarter Gross Domestic Product 2017.xls",
+    "resource_filename": "en-1705429386-Second_Quarter_Gross_Domestic_Product_2017.xls",
+    "resource_format": "XLS",
+    "resource_id": "nbs-stat-503d079696c765",
+    "resource_last_modified": "2017-06-16",
+    "resource_mimetype": "application/vnd.ms-excel",
+    "resource_name": "Second Quarter Gross Domestic Product 2017.xls",
+    "resource_position": "1",
+    "resource_url": "https://www.nbs.go.tz/uploads/statistics/documents/en-1705429386-Second_Quarter_Gross_Domestic_Product_2017.xls",
+    "source_catalog_id": "gross-domestic-product-gdp",
+    "source_idno": "gross-domestic-product-gdp",
+    "source_total_downloads": "",
+    "source_total_views": "",
+    "tag_names": "nbs; official-statistics; public-download; xls; National Accounts Statistics; National Bureau of Statistics"
+  },
+  "year_max": 2016,
+  "year_min": 2005
+}