--- license: cc-by-4.0 language: - en task_categories: - tabular-classification - tabular-regression multilinguality: monolingual size_categories: - n<1K tags: - "africa" - "electric-sheep-africa" - "open-data" - "metadata-backed" - "other-unclassified" - "parquet" - "tabular" - "text" - "our-world-in-data" - "adolescent-fertility" - "owid" - "long-run-series" - "time-series" pretty_name: "Adolescent Fertility | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)" --- # Adolescent Fertility | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory) **Size category:** `n<1K` - **Formats:** `parquet` - **Sector:** other_unclassified - *Engineered by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)* ![size](https://img.shields.io/badge/size-n%3C1K-blue) ![sector](https://img.shields.io/badge/sector-other_unclassified-green) ![downloads](https://img.shields.io/badge/HF_downloads-12-orange) ![license](https://img.shields.io/badge/license-cc--by--4.0-lightgrey) ## TL;DR This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context. ## What This Dataset Covers Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains. Dataset context from the existing Hugging Face card: Adolescent Fertility | Africa (Our World in Data) 🌍 681 observations · 53 Africa countries · 2000–2023 · Repackaged by Electric Sheep Africa TL;DR This dataset contains 681 observations of Adolescent Fertility data across 53 Africa countries, spanning 2000–2023. About the source Source: Our World in Data Publisher: Our World in Data License: cc-by-4.0 Topic: Adolescent Fertility Geographic coverage 53 Africa countries · top… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-adolescent-fertility. ## Dataset Profile | Field | Value | |---|---| | Hugging Face repo | [`electricsheepafrica/africa-owid-adolescent-fertility`](https://huggingface.co/datasets/electricsheepafrica/africa-owid-adolescent-fertility) | | Sector | other_unclassified | | Topic tags | tabular, our-world-in-data, adolescent-fertility, owid, long-run-series, time-series | | Modalities | `tabular`, `text` | | Formats | `parquet` | | Size category | `n<1K` | | Countries | Africa-wide or source-defined African coverage | | ISO3 coverage | `not declared` | | Last modified on HF | `2026-06-01 18:35:11+00:00` | | Inventory snapshot | `2026-07-16T16:00:34Z` | ## How To Read This Dataset - Start from the repository files and the dataset viewer when available. - Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling. - Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis. - Preserve missing values until you have a defensible imputation rule. ## Usage ```python from datasets import load_dataset ds = load_dataset("electricsheepafrica/africa-owid-adolescent-fertility") print(ds) split_name = next(iter(ds)) table = ds[split_name] print(table.features) print(table[:3]) ``` ### Convert To Pandas When Tabular ```python from datasets import Dataset first_split = ds[next(iter(ds))] if isinstance(first_split, Dataset): df = first_split.to_pandas() print(df.head()) ``` ## Data Quality Notes - This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory. - Exact schema, row counts, and source files should be inspected in the repository data files. - Metadata gaps from the inventory: country, sector, upstream_publisher. - Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material. ## Source And Provenance - **Source context:** Electric Sheep Africa metadata inventory - **Publisher/source attribution:** Public dataset metadata - **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) - **Hugging Face URL:** [https://huggingface.co/datasets/electricsheepafrica/africa-owid-adolescent-fertility](https://huggingface.co/datasets/electricsheepafrica/africa-owid-adolescent-fertility) - **Inventory retrieved at:** `2026-07-16T16:00:34Z` ## Suggested Analyses - Inspect schema and missingness before modeling. - Profile variables by geography, time, and subgroup columns where present. - Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available. - Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo. ## Citation ```bibtex @misc{electric_sheep_africa_africa_owid_adolescent_fertility_2026, title = {Adolescent Fertility | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)}, author = {Public dataset metadata}, year = {2026}, url = {https://huggingface.co/datasets/electricsheepafrica/africa-owid-adolescent-fertility}, publisher = {Hugging Face Datasets, engineered by Electric Sheep Africa}, howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-owid-adolescent-fertility}} } ``` ## License Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face. ## About Electric Sheep Africa Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face. --- Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: `catalog/esa_metadata_inventory/master_metadata.jsonl`.