Datasets:

electricsheepafrica
/

africa-tanzania-national-bureau-of-statistics-95e551fd

+---
+license: other
+language:
+- en
+task_categories:
+- tabular-regression
+- time-series-forecasting
+multilinguality: monolingual
+size_categories:
+- 1K<n<10K
+tags:
+- tabular
+- xlsx
+- 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)
+1,774 rows - 1 Africa country - 2014-2025 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+![rows](https://img.shields.io/badge/rows-1774-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2014-2025-orange)
+![indicators](https://img.shields.io/badge/indicators-23-purple)
+![license](https://img.shields.io/badge/license-other-lightgrey)
+## 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](https://www.nbs.go.tz/statistics/topic/gross-domestic-product-gdp)
+- **Publisher:** National Bureau of Statistics, Tanzania
+- **Resource:** [The Fourth Quarter GDP 2025 (Excel)](https://www.nbs.go.tz/uploads/statistics/documents/en-1784021208-Excel Q4_2025_Eng.xlsx)
+- **Format:** `XLSX`
+- **License:** [Other open license]()
+- **Packaging mode:** `indicator_long`
+## Geographic coverage
+1 Africa country:
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `TZA` | 1,774 | 2014 | 2025 | `Tanzania` |
+## Indicators or Resource Contents
+- `national-bureau-of-statistics-quarter-e02f7784` - National Bureau of Statistics - quarter
+- `national-bureau-of-statistics-agriculture-37bc69f3` - National Bureau of Statistics - agriculture
+- `national-bureau-of-statistics-mining-and-quarrying-7be55d60` - National Bureau of Statistics - mining and quarrying
+- `national-bureau-of-statistics-manufacturing-acceeb2c` - National Bureau of Statistics - manufacturing
+- `national-bureau-of-statistics-electricity-363944e1` - National Bureau of Statistics - electricity
+- `national-bureau-of-statistics-water-82316510` - National Bureau of Statistics - water
+- `national-bureau-of-statistics-construction-906dd05d` - National Bureau of Statistics - construction
+- `national-bureau-of-statistics-trade-and-repair-978013d5` - National Bureau of Statistics - trade and repair
+- `national-bureau-of-statistics-accommodation-restaurant-6846181f` - National Bureau of Statistics - accommodation restaurant
+- `national-bureau-of-statistics-transport-and-storage-8578d7b2` - National Bureau of Statistics - transport and storage
+- `national-bureau-of-statistics-information-and-communication-0639967e` - National Bureau of Statistics - information and communication
+- `national-bureau-of-statistics-financial-insurance-a117c58e` - National Bureau of Statistics - financial insurance
+- `national-bureau-of-statistics-qublic-administration-38f4d596` - National Bureau of Statistics - qublic administration
+- `national-bureau-of-statistics-qrofessional-scientific-technical-act-f5b3a07d` - National Bureau of Statistics - qrofessional scientific technical act
+- `national-bureau-of-statistics-administrative-support-services-8f4493dc` - National Bureau of Statistics - administrative support services
+- `national-bureau-of-statistics-real-estate-010f2f6f` - National Bureau of Statistics - real estate
+- `national-bureau-of-statistics-education-3c1af329` - National Bureau of Statistics - education
+- `national-bureau-of-statistics-health-5fb67caf` - National Bureau of Statistics - health
+- `national-bureau-of-statistics-arts-entertainmen-recreation-498ca083` - National Bureau of Statistics - arts entertainmen recreation
+- `national-bureau-of-statistics-other-services-074f453c` - National Bureau of Statistics - other services
+## Schema
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `national-bureau-of-statistics-quarter-e02f7784` |
+| `indicator_name` | `string` | Human-readable indicator name. | `National Bureau of Statistics - quarter` |
+| `country_iso3` | `string` | ISO3 country code. | `TZA` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `TABLES 1-4` |
+| `country_name` | `string` | Country name. | `Tanzania` |
+| `year` | `Int64` | Observation year. | `2014` |
+| `value` | `float64` | Numeric observation value. | `1.0` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2025` |
+| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `2026` |
+| `source_period_label` | `string` | Human-readable period inferred from source resource metadata. | `2025-2026` |
+| `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. | `The Fourth Quarter GDP 2025 (Excel)` |
+| `source_package_id` | `string` | CKAN package UUID. | `gross-domestic-product-gdp` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `nbs-stat-d54b8cbc0f3570` |
+| `source_url` | `string` | Original source resource URL. | `https://www.nbs.go.tz/uploads/statistics/documents/en-1784021208-Excel Q` |
+| `license_id` | `string` | Source license identifier. | `other-open` |
+| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-21T20:19:26Z` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("electricsheepafrica/africa-tanzania-national-bureau-of-statistics-95e551fd")
+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_95e551fd_2025,
+  title        = {National Bureau of Statistics | Africa (Tanzania official open data)},
+  author       = {National Bureau of Statistics, Tanzania},
+  year         = {2025},
+  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-95e551fd}}
+}
+```
+## 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-1784021208-Excel Q4_2025_Eng.xlsx

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+size 30132

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": "2026-07-21T20:21:20Z",
+  "indicator_count": 23,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-tanzania-national-bureau-of-statistics-95e551fd",
+  "rows": 1774,
+  "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-1784021208-Excel Q4_2025_Eng.xlsx; 2026-03-27",
+    "license_id": "other-open",
+    "license_title": "Public NBS statistics download",
+    "license_url": "https://www.nbs.go.tz/statistics/topic/gross-domestic-product-gdp",
+    "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": "2026-03-27",
+    "resource_description": "27 March, 2026 The Fourth Quarter GDP 2025 (Excel)",
+    "resource_filename": "en-1784021208-Excel Q4_2025_Eng.xlsx",
+    "resource_format": "XLSX",
+    "resource_id": "nbs-stat-d54b8cbc0f3570",
+    "resource_last_modified": "2026-03-27",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "The Fourth Quarter GDP 2025 (Excel)",
+    "resource_position": "0",
+    "resource_url": "https://www.nbs.go.tz/uploads/statistics/documents/en-1784021208-Excel Q4_2025_Eng.xlsx",
+    "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; xlsx; National Accounts Statistics; National Bureau of Statistics"
+  },
+  "year_max": 2025,
+  "year_min": 2014
+}