Add README.md

README.md

@@ -1,46 +1,152 @@
 ---
+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:
+- other
+task_ids: []
+tags:
+- africa
+- humanitarian
+- hdx
+- electric-sheep-africa
+- humanitarian-response-plan-hrp
+- who-is-doing-what-and-where-3w-4w-5w
+- rwa
+pretty_name: "Rwanda: Response Plan projects"
 dataset_info:
-  features:
-  - name: name
-    dtype: string
-  - name: versioncode
-    dtype: string
-  - name: currentrequestedfunds
-    dtype: int64
-  - name: objective
-    dtype: string
-  - name: startdate
-    dtype: timestamp[ns]
-  - name: enddate
-    dtype: timestamp[ns]
-  - name: globalclusters
-    dtype: string
-  - name: locations
-    dtype: string
-  - name: organizations
-    dtype: string
-  - name: plans
-    dtype: string
-  - name: response_plan_code
-    dtype: string
-  - name: esa_source
-    dtype: string
-  - name: esa_processed
-    dtype: string
   splits:
-  - name: train
-    num_bytes: 131019
-    num_examples: 330
-  - name: test
-    num_bytes: 33138
-    num_examples: 83
-  download_size: 39063
-  dataset_size: 164157
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: test
-    path: data/test-*
+    - name: train
+      num_examples: 330
+    - name: test
+      num_examples: 82
 ---
+
+# Rwanda: Response Plan projects
+
+**Publisher:** OCHA Humanitarian Programme Cycle Tools (HPC Tools) · **Source:** [HDX](https://data.humdata.org/dataset/hrp-projects-rwa) · **License:** `cc-by-igo` · **Updated:** 2026-03-30
+
+---
+
+## Abstract
+
+Projects proposed, in progress, or completed as part of the annual Rwanda Humanitarian Response Plans (HRPs) or other Humanitarian Programme Cycle plans. The original data is available on https://hpc.tools
+
+**Important:** some projects in Rwanda might be missing, and others might not apply specifically to Rwanda. See _Caveats_ under the _Additional information_ tab.
+
+Each row in this dataset represents time-series observations. Temporal coverage is indicated by the `startdate`, `enddate` column(s). Geographic scope: **RWA**.
+
+*Curated into ML-ready Parquet format by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica).*
+
+---
+
+## Dataset Characteristics
+
+| | |
+|---|---|
+| **Domain** | Humanitarian and development data |
+| **Unit of observation** | Time-series observations |
+| **Rows (total)** | 413 |
+| **Columns** | 13 (1 numeric, 10 categorical, 2 datetime) |
+| **Train split** | 330 rows |
+| **Test split** | 82 rows |
+| **Geographic scope** | RWA |
+| **Publisher** | OCHA Humanitarian Programme Cycle Tools (HPC Tools) |
+| **HDX last updated** | 2026-03-30 |
+
+---
+
+## Variables
+
+**Geographic** — `locations` (UGA, RWA, TZA).
+
+**Temporal** — `startdate`, `enddate`.
+
+**Identifier / Metadata** — `name` (Zambia: United Nations High Commissioner for Refugees (Basic Needs response), Uganda: HelpAge International (Protection response), Rwanda: International Organization for Migration (Protection response)), `versioncode` (RDRC_RRP24-BSC-213740-1, RDRC_RRP24-PRO-213533-1, RDRC_RRP24-PRO-213560-1), `response_plan_code` (RDRC_RRP24), `esa_source` (HDX), `esa_processed` (2026-04-04).
+
+**Other** — `currentrequestedfunds` (range 700.0–38119944.0), `objective` (United Nations High Commissioner for Refugees: Basic Needs response for DRC Regional Plan in Zambia, HelpAge International: Protection response for DRC Regional Plan in Uganda, International Organization for Migration: Protection response for DRC Regional Plan in Rwanda), `globalclusters` (Early Recovery, Education, Health), `organizations` (United Nations High Commissioner for Refugees, United Nations Children's Fund, World Vision International), `plans` (Democratic Republic of the Congo Regional Refugee Response Plan 2024).
+
+---
+
+## Quick Start
+
+```python
+from datasets import load_dataset
+
+ds    = load_dataset("electricsheepafrica/africa-hrp-projects-rwa")
+train = ds["train"].to_pandas()
+test  = ds["test"].to_pandas()
+
+print(train.shape)
+train.head()
+```
+
+---
+
+## Schema
+
+| Column | Type | Null % | Range / Sample Values |
+|---|---|---|---|
+| `name` | object | 0.0% | Zambia: United Nations High Commissioner for Refugees (Basic Needs response), Uganda: HelpAge International (Protection response), Rwanda: International Organization for Migration (Protection response) |
+| `versioncode` | object | 0.0% | RDRC_RRP24-BSC-213740-1, RDRC_RRP24-PRO-213533-1, RDRC_RRP24-PRO-213560-1 |
+| `currentrequestedfunds` | int64 | 0.0% | 700.0 – 38119944.0 (mean 1618104.9467) |
+| `objective` | object | 0.0% | United Nations High Commissioner for Refugees: Basic Needs response for DRC Regional Plan in Zambia, HelpAge International: Protection response for DRC Regional Plan in Uganda, International Organization for Migration: Protection response for DRC Regional Plan in Rwanda |
+| `startdate` | datetime64[ns] | 0.0% |  |
+| `enddate` | datetime64[ns] | 0.0% |  |
+| `globalclusters` | object | 0.0% | Early Recovery, Education, Health |
+| `locations` | object | 0.0% | UGA, RWA, TZA |
+| `organizations` | object | 0.0% | United Nations High Commissioner for Refugees, United Nations Children's Fund, World Vision International |
+| `plans` | object | 0.0% | Democratic Republic of the Congo Regional Refugee Response Plan 2024 |
+| `response_plan_code` | object | 0.0% | RDRC_RRP24 |
+| `esa_source` | object | 0.0% | HDX |
+| `esa_processed` | object | 0.0% | 2026-04-04 |
+
+---
+
+## Numeric Summary
+
+| Column | Min | Max | Mean | Median |
+|---|---|---|---|---|
+| `currentrequestedfunds` | 700.0 | 38119944.0 | 1618104.9467 | 500000.0 |
+
+---
+
+## 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`. 1 column(s) with >80% missing values were removed: `partners`. 2 column(s) were cast from string to numeric or datetime based on parse-success rate (>85% threshold). 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 OCHA Humanitarian Programme Cycle Tools (HPC Tools) 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/hrp-projects-rwa) for the publisher's own methodology notes and caveats.
+
+---
+
+## Citation
+
+```bibtex
+@dataset{hdx_africa_hrp_projects_rwa,
+  title     = {Rwanda: Response Plan projects},
+  author    = {OCHA Humanitarian Programme Cycle Tools (HPC Tools)},
+  year      = {2026},
+  url       = {https://data.humdata.org/dataset/hrp-projects-rwa},
+  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.*