Add README.md

README.md

@@ -1,34 +1,145 @@
 ---
+annotations_creators:
+- no-annotation
+language_creators:
+- found
+language:
+- en
+license: cc-by-4.0
+multilinguality:
+- monolingual
+size_categories:
+- n<1K
+source_datasets:
+- original
+task_categories:
+- tabular-classification
+task_ids: []
+tags:
+- africa
+- humanitarian
+- hdx
+- electric-sheep-africa
+- demographics
+- disability
+- population
+- ken
+pretty_name: "Kenya - Hospitals and centres for distribution of Sunscreen Products For Persons With Alibinisms(PWAs)"
 dataset_info:
-  features:
-  - name: county
-    dtype: string
-  - name: distribution_centres_hospitals_health_centres
-    dtype: string
-  - name: cent_x
-    dtype: float64
-  - name: cent_y
-    dtype: float64
-  - name: objectid
-    dtype: int64
-  - name: esa_source
-    dtype: string
-  - name: esa_processed
-    dtype: string
   splits:
-  - name: train
-    num_bytes: 13416
-    num_examples: 167
-  - name: test
-    num_bytes: 3353
-    num_examples: 42
-  download_size: 13195
-  dataset_size: 16769
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: test
-    path: data/test-*
+    - name: train
+      num_examples: 167
+    - name: test
+      num_examples: 41
 ---
+
+# Kenya - Hospitals and centres for distribution of Sunscreen Products For Persons With Alibinisms(PWAs)
+
+**Publisher:** Kenya Open Data Initiative (inactive) · **Source:** [HDX](https://data.humdata.org/dataset/kenya-hospitals-and-centres-for-distribution-of-suncreen-products-for-persons-with-alibinisms-pwas) · **License:** `cc-by` · **Updated:** 2024-09-13
+
+---
+
+## Abstract
+
+This data shows the centres or hospitals used in the distribution of sun screen products for persons with albinism (PWAs) in Kenya
+
+Each row in this dataset represents tabular records. Data was last updated on HDX on 2024-09-13. Geographic scope: **KEN**.
+
+*Curated into ML-ready Parquet format by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica).*
+
+---
+
+## Dataset Characteristics
+
+| | |
+|---|---|
+| **Domain** | Public health |
+| **Unit of observation** | Tabular records |
+| **Rows (total)** | 209 |
+| **Columns** | 7 (3 numeric, 4 categorical, 0 datetime) |
+| **Train split** | 167 rows |
+| **Test split** | 41 rows |
+| **Geographic scope** | KEN |
+| **Publisher** | Kenya Open Data Initiative (inactive) |
+| **HDX last updated** | 2024-09-13 |
+
+---
+
+## Variables
+
+**Geographic** — `county` (Kwale, Kilifi, Bungoma), `cent_x` (range 34.212–40.7518), `cent_y` (range -4.1157–3.4145).
+
+**Identifier / Metadata** — `objectid` (range 0.0–208.0), `esa_source` (HDX), `esa_processed` (2026-04-10).
+
+**Other** — `distribution_centres_hospitals_health_centres` (Baringo District Hospital, Msulwa Dispensary, Kilome).
+
+---
+
+## Quick Start
+
+```python
+from datasets import load_dataset
+
+ds    = load_dataset("electricsheepafrica/africa-kenya-hospitals-and-centres-for-distribution-of-suncreen-products-for-persons-with-alibin")
+train = ds["train"].to_pandas()
+test  = ds["test"].to_pandas()
+
+print(train.shape)
+train.head()
+```
+
+---
+
+## Schema
+
+| Column | Type | Null % | Range / Sample Values |
+|---|---|---|---|
+| `county` | object | 0.0% | Kwale, Kilifi, Bungoma |
+| `distribution_centres_hospitals_health_centres` | object | 0.0% | Baringo District Hospital, Msulwa Dispensary, Kilome |
+| `cent_x` | float64 | 0.0% | 34.212 – 40.7518 (mean 36.9486) |
+| `cent_y` | float64 | 0.0% | -4.1157 – 3.4145 (mean -1.0389) |
+| `objectid` | int64 | 0.0% | 0.0 – 208.0 (mean 104.0) |
+| `esa_source` | object | 0.0% | HDX |
+| `esa_processed` | object | 0.0% | 2026-04-10 |
+
+---
+
+## Numeric Summary
+
+| Column | Min | Max | Mean | Median |
+|---|---|---|---|---|
+| `cent_x` | 34.212 | 40.7518 | 36.9486 | 36.9148 |
+| `cent_y` | -4.1157 | 3.4145 | -1.0389 | -0.64 |
+| `objectid` | 0.0 | 208.0 | 104.0 | 104.0 |
+
+---
+
+## Curation
+
+Raw data was downloaded from HDX via the CKAN API and converted to Parquet. Column names were lowercased and standardised to snake_case. Common missing-value markers (`N/A`, `null`, `none`, `-`, `unknown`, `no data`, `#N/A`) were unified to `NaN`. The dataset was split 80/20 into train and test partitions using a fixed random seed (42) and saved as Snappy-compressed Parquet.
+
+---
+
+## Limitations
+
+- Data originates from Kenya Open Data Initiative (inactive) and has not been independently validated by ESA.
+- Automated cleaning cannot correct for misreported values, definitional inconsistencies, or sampling bias in the original collection.
+- Refer to the [original HDX dataset page](https://data.humdata.org/dataset/kenya-hospitals-and-centres-for-distribution-of-suncreen-products-for-persons-with-alibinisms-pwas) for the publisher's own methodology notes and caveats.
+
+---
+
+## Citation
+
+```bibtex
+@dataset{hdx_africa_kenya_hospitals_and_centres_for_distribution_of_suncreen_products_for_persons_with_alibin,
+  title     = {Kenya - Hospitals and centres for distribution of Sunscreen Products For Persons With Alibinisms(PWAs)},
+  author    = {Kenya Open Data Initiative (inactive)},
+  year      = {2024},
+  url       = {https://data.humdata.org/dataset/kenya-hospitals-and-centres-for-distribution-of-suncreen-products-for-persons-with-alibinisms-pwas},
+  note      = {Repackaged for machine learning by Electric Sheep Africa (https://huggingface.co/electricsheepafrica)}
+}
+```
+
+---
+
+*[Electric Sheep Africa](https://huggingface.co/electricsheepafrica) — Africa's ML dataset infrastructure. Lagos, Nigeria.*