Datasets:

electricsheepafrica
/

africa-tanzania-national-bureau-of-statistics-8c81d3e0

+---
+license: other
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- xls
+- africa
+- tanzania
+- official-statistics
+- open-data
+- energy
+- tourism
+- health
+- population
+- economics
+pretty_name: "National Bureau of Statistics | Africa (Tanzania official open data)"
+---
+# National Bureau of Statistics | Africa (Tanzania official open data)
+228 rows - 1 Africa country - 2026 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+![rows](https://img.shields.io/badge/rows-228-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2026-orange)
+![indicators](https://img.shields.io/badge/indicators-0-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/consumer-price-index-2026)
+- **Publisher:** National Bureau of Statistics, Tanzania
+- **Resource:** [CPI Summary_062026](https://www.nbs.go.tz/uploads/statistics/documents/en-1783516058-CPI Summary_062026.xls)
+- **Format:** `XLS`
+- **License:** [Other open license]()
+- **Packaging mode:** `tabular_resource`
+## Geographic coverage
+1 Africa country:
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `TZA` | 228 | 2026 | 2026 | `Tanzania` |
+## Indicators or Resource Contents
+- This source file is packaged as a normalized tabular resource.
+## Schema
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `source_record_id` | `string` | Stable row identifier for tabular resources. | `nbs-stat-0e1a91381d4be4:2021-rebased-series:0` |
+| `country_iso3` | `string` | ISO3 country code. | `TZA` |
+| `country_name` | `string` | Country name. | `Tanzania` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `2021_REBASED SERIES` |
+| `year` | `Int64` | Observation year. | `2026` |
+| `s_n` | `float64` | Source column. | `` |
+| `major_groups` | `string` | Source column. | `INFLATION RATE` |
+| `weights` | `float64` | Source column. | `` |
+| `2020` | `float64` | Source column. | `3.152626042808304` |
+| `2021` | `float64` | Source column. | `3.53198016721652` |
+| `2021_2` | `float64` | Source column. | `3.3031044127693754` |
+| `2021_3` | `float64` | Source column. | `3.165375564514017` |
+| `2021_4` | `float64` | Source column. | `3.298870081794547` |
+| `2021_5` | `float64` | Source column. | `3.3499512825533984` |
+| `2021_6` | `float64` | Source column. | `3.593649781468655` |
+| `2021_7` | `float64` | Source column. | `3.81279749262049` |
+| `2021_8` | `float64` | Source column. | `3.844651799633492` |
+| `2021_9` | `float64` | Source column. | `4.041785760507133` |
+| `2021_10` | `float64` | Source column. | `4.036276598347599` |
+| `2021_11` | `float64` | Source column. | `4.147773148102929` |
+| `2021_12` | `float64` | Source column. | `4.16580602586567` |
+| `annual_average` | `float64` | Source column. | `3.69101833278056` |
+| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `2026` |
+| `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. | `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. | `CPI Summary_062026` |
+| `source_package_id` | `string` | CKAN package UUID. | `consumer-price-index-2026` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `nbs-stat-0e1a91381d4be4` |
+| `source_url` | `string` | Original source resource URL. | `https://www.nbs.go.tz/uploads/statistics/documents/en-1783516058-CPI Sum` |
+| `license_id` | `string` | Source license identifier. | `other-open` |
+| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-21T20:19:26Z` |
+| `2022` | `float64` | Source column. | `` |
+| `2022_2` | `float64` | Source column. | `` |
+| `2022_3` | `float64` | Source column. | `` |
+| `2022_4` | `float64` | Source column. | `` |
+| `2022_5` | `float64` | Source column. | `` |
+| `2022_6` | `float64` | Source column. | `` |
+| `2022_7` | `float64` | Source column. | `` |
+| `2022_8` | `float64` | Source column. | `` |
+| `2022_9` | `float64` | Source column. | `` |
+| `2022_10` | `float64` | Source column. | `` |
+| `2022_11` | `float64` | Source column. | `` |
+| `2022_12` | `float64` | Source column. | `` |
+| `column_1` | `float64` | Source column. | `` |
+| `all_items_index` | `string` | Source column. | `` |
+| `d_100` | `float64` | Source column. | `` |
+| `d_110_0059862738567` | `float64` | Source column. | `` |
+| `d_110_80899424867764` | `float64` | Source column. | `` |
+| `d_111_27521612969062` | `float64` | Source column. | `` |
+| `d_112_12587857167243` | `float64` | Source column. | `` |
+| `d_112_53743610116287` | `float64` | Source column. | `` |
+| `d_112_71994947208118` | `float64` | Source column. | `` |
+| `d_112_81282628360859` | `float64` | Source column. | `` |
+| `d_112_66898915675567` | `float64` | Source column. | `` |
+| `d_112_25247068064428` | `float64` | Source column. | `` |
+| `d_112_34798815996687` | `float64` | Source column. | `` |
+| `d_112_17587809184703` | `float64` | Source column. | `` |
+| `d_112_6726354975784` | `float64` | Source column. | `` |
+| `d_113_34071255940322` | `float64` | Source column. | `` |
+| `d_112_31158124609073` | `float64` | Source column. | `` |
+| `d_114_08885146405525` | `float64` | Source column. | `` |
+| `d_114_64544526255436` | `float64` | Source column. | `` |
+| `d_115_50831378071997` | `float64` | Source column. | `` |
+| `d_116_05590593040294` | `float64` | Source column. | `` |
+| `d_116_182187582218` | `float64` | Source column. | `` |
+| `d_116_30096856903239` | `float64` | Source column. | `` |
+| `d_116_04201504331722` | `float64` | Source column. | `` |
+| `d_115_78449779649706` | `float64` | Source column. | `` |
+| `d_115_87958312335394` | `float64` | Source column. | `` |
+| `d_115_54083703430358` | `float64` | Source column. | `` |
+| `d_116_0494133608614` | `float64` | Source column. | `` |
+| `d_116_86536106361109` | `float64` | Source column. | `` |
+| `d_115_74528166757726` | `float64` | Source column. | `` |
+| `2024` | `float64` | Source column. | `` |
+| `2025` | `float64` | Source column. | `` |
+| `2025_2` | `float64` | Source column. | `` |
+| `2025_3` | `float64` | Source column. | `` |
+| `2025_4` | `float64` | Source column. | `` |
+| `2025_5` | `float64` | Source column. | `` |
+| `2025_6` | `float64` | Source column. | `` |
+| `2025_7` | `float64` | Source column. | `` |
+| `2025_8` | `float64` | Source column. | `` |
+| `2025_9` | `float64` | Source column. | `` |
+| `2025_10` | `float64` | Source column. | `` |
+| `2025_11` | `float64` | Source column. | `` |
+| `2025_12` | `float64` | Source column. | `` |
+| `2026` | `float64` | Source column. | `` |
+| `2026_2` | `float64` | Source column. | `` |
+| `2026_3` | `float64` | Source column. | `` |
+| `2026_4` | `float64` | Source column. | `` |
+| `2026_5` | `float64` | Source column. | `` |
+| `2026_6` | `float64` | Source column. | `` |
+| `2026_7` | `string` | Source column. | `` |
+| `2026_8` | `string` | Source column. | `` |
+| `2026_9` | `string` | Source column. | `` |
+| `2026_10` | `string` | Source column. | `` |
+| `2026_11` | `string` | Source column. | `` |
+| `2026_12` | `string` | Source column. | `` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("electricsheepafrica/africa-tanzania-national-bureau-of-statistics-8c81d3e0")
+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_8c81d3e0_2026,
+  title        = {National Bureau of Statistics | Africa (Tanzania official open data)},
+  author       = {National Bureau of Statistics, Tanzania},
+  year         = {2026},
+  url          = {https://www.nbs.go.tz/statistics/topic/consumer-price-index-2026},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-tanzania-national-bureau-of-statistics-8c81d3e0}}
+}
+```
+## 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-1783516058-CPI Summary_062026.xls

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+size 89165

metadata/source_snapshot.json ADDED Viewed

	@@ -0,0 +1,144 @@

+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "year",
+    "s_n",
+    "major_groups",
+    "weights",
+    "2020",
+    "2021",
+    "2021_2",
+    "2021_3",
+    "2021_4",
+    "2021_5",
+    "2021_6",
+    "2021_7",
+    "2021_8",
+    "2021_9",
+    "2021_10",
+    "2021_11",
+    "2021_12",
+    "annual_average",
+    "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",
+    "2022",
+    "2022_2",
+    "2022_3",
+    "2022_4",
+    "2022_5",
+    "2022_6",
+    "2022_7",
+    "2022_8",
+    "2022_9",
+    "2022_10",
+    "2022_11",
+    "2022_12",
+    "column_1",
+    "all_items_index",
+    "d_100",
+    "d_110_0059862738567",
+    "d_110_80899424867764",
+    "d_111_27521612969062",
+    "d_112_12587857167243",
+    "d_112_53743610116287",
+    "d_112_71994947208118",
+    "d_112_81282628360859",
+    "d_112_66898915675567",
+    "d_112_25247068064428",
+    "d_112_34798815996687",
+    "d_112_17587809184703",
+    "d_112_6726354975784",
+    "d_113_34071255940322",
+    "d_112_31158124609073",
+    "d_114_08885146405525",
+    "d_114_64544526255436",
+    "d_115_50831378071997",
+    "d_116_05590593040294",
+    "d_116_182187582218",
+    "d_116_30096856903239",
+    "d_116_04201504331722",
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+    "d_115_87958312335394",
+    "d_115_54083703430358",
+    "d_116_0494133608614",
+    "d_116_86536106361109",
+    "d_115_74528166757726",
+    "2024",
+    "2025",
+    "2025_2",
+    "2025_3",
+    "2025_4",
+    "2025_5",
+    "2025_6",
+    "2025_7",
+    "2025_8",
+    "2025_9",
+    "2025_10",
+    "2025_11",
+    "2025_12",
+    "2026",
+    "2026_2",
+    "2026_3",
+    "2026_4",
+    "2026_5",
+    "2026_6",
+    "2026_7",
+    "2026_8",
+    "2026_9",
+    "2026_10",
+    "2026_11",
+    "2026_12"
+  ],
+  "generated_at": "2026-07-21T20:21:26Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-tanzania-national-bureau-of-statistics-8c81d3e0",
+  "rows": 228,
+  "source": {
+    "api_base_url": "https://www.nbs.go.tz/statistics",
+    "country_iso3": "TZA",
+    "country_name": "Tanzania",
+    "group_names": "Energy Statistics; Advance Release Calendar; Crime Statistics; Agriculture Statistics; FinScope Survey Reports; Environmental Statistics; Gender Statistics; Financial Reports; High Frequency Data; Geographic Information System (GIS); Industrial and Construction Statistics; Health Statistics; Investment Statistics; National Accounts Statistics; Labour and Price Statistics; Hotel Statistics; Population and Housing Census; Poverty Indicators Statistics; Statistical Abstract; Tanzania in Figures; Tanzania Statistical Master Plan (TSMP); Statistical Business Register Statistics; Tax Statistics; Tourism Statistics; Trade and Transport Statistics; User Satisfaction Survey; National Bureau of Statistics; en-1783516058-CPI Summary_062026.xls; 2026-07-08",
+    "license_id": "other-open",
+    "license_title": "Public NBS statistics download",
+    "license_url": "https://www.nbs.go.tz/statistics/topic/consumer-price-index-2026",
+    "organization_title": "National Bureau of Statistics, Tanzania",
+    "package_id": "consumer-price-index-2026",
+    "package_name": "consumer-price-index-2026",
+    "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/consumer-price-index-2026",
+    "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": "2026-07-08",
+    "resource_description": "08 July, 2026 CPI Summary_062026",
+    "resource_filename": "en-1783516058-CPI Summary_062026.xls",
+    "resource_format": "XLS",
+    "resource_id": "nbs-stat-0e1a91381d4be4",
+    "resource_last_modified": "2026-07-08",
+    "resource_mimetype": "application/vnd.ms-excel",
+    "resource_name": "CPI Summary_062026",
+    "resource_position": "0",
+    "resource_url": "https://www.nbs.go.tz/uploads/statistics/documents/en-1783516058-CPI Summary_062026.xls",
+    "source_catalog_id": "consumer-price-index-2026",
+    "source_idno": "consumer-price-index-2026",
+    "source_total_downloads": "",
+    "source_total_views": "",
+    "tag_names": "nbs; official-statistics; public-download; xls; Energy Statistics; Advance Release Calendar; Crime Statistics; Agriculture Statistics; FinScope Survey Reports; Environmental Statistics; Gender Statistics; Financial Reports; High Frequency Data; Geographic Information System (GIS); Industrial and Construction Statistics; Health Statistics; Investment Statistics; National Accounts Statistics; Labour and Price Statistics; Hotel Statistics; Population and Housing Census; Poverty Indicators Statistics; Statistical Abstract; Tanzania in Figures; Tanzania Statistical Master Plan (TSMP); Statistical Business Register Statistics; Tax Statistics; Tourism Statistics; Trade and Transport Statistics; User Satisfaction Survey; National Bureau of Statistics"
+  },
+  "year_max": 2026,
+  "year_min": 2026
+}