Upload dataset folder
Browse files- README.md +171 -0
- data/train-00000-of-00001.parquet +3 -0
- metadata/source_snapshot.json +63 -0
README.md
ADDED
|
@@ -0,0 +1,171 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: cc-by-4.0
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
task_categories:
|
| 6 |
+
- tabular-regression
|
| 7 |
+
- time-series-forecasting
|
| 8 |
+
multilinguality: monolingual
|
| 9 |
+
size_categories:
|
| 10 |
+
- n<1K
|
| 11 |
+
tags:
|
| 12 |
+
- tabular
|
| 13 |
+
- csv
|
| 14 |
+
- africa
|
| 15 |
+
- mali
|
| 16 |
+
- official-statistics
|
| 17 |
+
- open-data
|
| 18 |
+
configs:
|
| 19 |
+
- config_name: default
|
| 20 |
+
data_files:
|
| 21 |
+
- split: train
|
| 22 |
+
path: data/train-00000-of-00001.parquet
|
| 23 |
+
pretty_name: "Pool fund Extended allocation Details | Africa (Mali official open data)"
|
| 24 |
+
---
|
| 25 |
+
|
| 26 |
+
# Pool fund Extended allocation Details | Africa (Mali official open data)
|
| 27 |
+
|
| 28 |
+
730 rows - 1 Africa country - 2019-2021 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
|
| 29 |
+
|
| 30 |
+

|
| 31 |
+

|
| 32 |
+

|
| 33 |
+

|
| 34 |
+

|
| 35 |
+
|
| 36 |
+
## TL;DR
|
| 37 |
+
|
| 38 |
+
This dataset packages one official `CSV` resource from **Mali** as
|
| 39 |
+
ML-ready Parquet. The source file is the provenance boundary; all usable
|
| 40 |
+
indicators or tabular columns from the resource stay together in this repo.
|
| 41 |
+
|
| 42 |
+
## About the source
|
| 43 |
+
|
| 44 |
+
- **Source:** [Pool fund Extended allocation Details](https://data.humdata.org/dataset/pool-fund-extended-allocation-details)
|
| 45 |
+
- **Publisher:** HDX
|
| 46 |
+
- **Resource:** [Poolfund Extended Allocation Details](https://cbpfapi.unocha.org/vo2/odata/ExtendedAllocationDetails?PoolfundCodeAbbrv=&$format=csv)
|
| 47 |
+
- **Format:** `CSV`
|
| 48 |
+
- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
|
| 49 |
+
- **Packaging mode:** `indicator_long`
|
| 50 |
+
|
| 51 |
+
## Geographic coverage
|
| 52 |
+
|
| 53 |
+
1 Africa country:
|
| 54 |
+
|
| 55 |
+
| Country | Rows | First year | Last year | Name |
|
| 56 |
+
|---------|-----:|-----------:|----------:|------|
|
| 57 |
+
| `MLI` | 730 | 2019 | 2021 | `Mali` |
|
| 58 |
+
|
| 59 |
+
## Indicators or Resource Contents
|
| 60 |
+
|
| 61 |
+
- `pool-fund-extended-allocation-details-targetamt-b8dff050` - Pool fund Extended allocation Details - targetamt
|
| 62 |
+
- `pool-fund-extended-allocation-details-targethostcommunitiesm-cd0af09a` - Pool fund Extended allocation Details - targethostcommunitiesm
|
| 63 |
+
- `pool-fund-extended-allocation-details-targethostcommunitiesw-16dc3d18` - Pool fund Extended allocation Details - targethostcommunitiesw
|
| 64 |
+
- `pool-fund-extended-allocation-details-targethostcommunitiesb-7b95831b` - Pool fund Extended allocation Details - targethostcommunitiesb
|
| 65 |
+
- `pool-fund-extended-allocation-details-targethostcommunitiesg-bd8cbeb7` - Pool fund Extended allocation Details - targethostcommunitiesg
|
| 66 |
+
- `pool-fund-extended-allocation-details-targetrefugeesm-99ab1331` - Pool fund Extended allocation Details - targetrefugeesm
|
| 67 |
+
- `pool-fund-extended-allocation-details-targetrefugeesw-fd173c99` - Pool fund Extended allocation Details - targetrefugeesw
|
| 68 |
+
- `pool-fund-extended-allocation-details-targetrefugeesb-1f1a08bf` - Pool fund Extended allocation Details - targetrefugeesb
|
| 69 |
+
- `pool-fund-extended-allocation-details-targetrefugeesg-ce93745b` - Pool fund Extended allocation Details - targetrefugeesg
|
| 70 |
+
- `pool-fund-extended-allocation-details-targetreturneesm-e4b62fc5` - Pool fund Extended allocation Details - targetreturneesm
|
| 71 |
+
- `pool-fund-extended-allocation-details-targetreturneesw-922f0860` - Pool fund Extended allocation Details - targetreturneesw
|
| 72 |
+
- `pool-fund-extended-allocation-details-targetreturneesb-d8ac4eff` - Pool fund Extended allocation Details - targetreturneesb
|
| 73 |
+
- `pool-fund-extended-allocation-details-targetreturneesg-4ff60038` - Pool fund Extended allocation Details - targetreturneesg
|
| 74 |
+
- `pool-fund-extended-allocation-details-targetidpsm-c766d844` - Pool fund Extended allocation Details - targetidpsm
|
| 75 |
+
- `pool-fund-extended-allocation-details-targetidpsw-328acaa4` - Pool fund Extended allocation Details - targetidpsw
|
| 76 |
+
- `pool-fund-extended-allocation-details-targetidpsb-556aa62e` - Pool fund Extended allocation Details - targetidpsb
|
| 77 |
+
- `pool-fund-extended-allocation-details-targetidpsg-e8b5da51` - Pool fund Extended allocation Details - targetidpsg
|
| 78 |
+
- `pool-fund-extended-allocation-details-targetothersm-ebe8a1c6` - Pool fund Extended allocation Details - targetothersm
|
| 79 |
+
- `pool-fund-extended-allocation-details-targetothersw-913c26df` - Pool fund Extended allocation Details - targetothersw
|
| 80 |
+
- `pool-fund-extended-allocation-details-targetothersb-1b8a7143` - Pool fund Extended allocation Details - targetothersb
|
| 81 |
+
|
| 82 |
+
## Schema
|
| 83 |
+
|
| 84 |
+
| Column | Type | Description | Example |
|
| 85 |
+
|--------|------|-------------|---------|
|
| 86 |
+
| `indicator_id` | `string` | Stable indicator identifier. | `pool-fund-extended-allocation-details-targetamt-b8dff050` |
|
| 87 |
+
| `indicator_name` | `string` | Human-readable indicator name. | `Pool fund Extended allocation Details - targetamt` |
|
| 88 |
+
| `country_iso3` | `string` | ISO3 country code. | `MLI` |
|
| 89 |
+
| `country_name` | `string` | Country name. | `Mali` |
|
| 90 |
+
| `date` | `string` | Observation date. | `2020-12-06` |
|
| 91 |
+
| `year` | `Int64` | Observation year. | `2020` |
|
| 92 |
+
| `value` | `float64` | Numeric observation value. | `390000.0` |
|
| 93 |
+
| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
|
| 94 |
+
| `dimension_pftype` | `string` | Source dimension. | `CBPF` |
|
| 95 |
+
| `dimension_iso2country` | `string` | Source dimension. | `SO` |
|
| 96 |
+
| `dimension_country` | `string` | Source dimension. | `Somalia` |
|
| 97 |
+
| `dimension_typeofalloc` | `string` | Source dimension. | `Reserve` |
|
| 98 |
+
| `dimension_alloctheme` | `string` | Source dimension. | `Support to the Somalia NGO consortium` |
|
| 99 |
+
| `dimension_allocsummary` | `string` | Source dimension. | `Reserve Allocation` |
|
| 100 |
+
| `dimension_alloclocation` | `string` | Source dimension. | `Banadir, Woqooyi Galbeed` |
|
| 101 |
+
| `dimension_alloctitle` | `string` | Source dimension. | `Reserve Allocation` |
|
| 102 |
+
| `source_period_start_year` | `Int64` | First year inferred from source resource metadata. | `` |
|
| 103 |
+
| `source_period_end_year` | `Int64` | Last year inferred from source resource metadata. | `` |
|
| 104 |
+
| `source_period_label` | `string` | Human-readable period inferred from source resource metadata. | `` |
|
| 105 |
+
| `source_provider` | `category` | Publishing organization. | `HDX` |
|
| 106 |
+
| `source_dataset` | `category` | Source package title. | `Pool fund Extended allocation Details` |
|
| 107 |
+
| `source_resource` | `category` | Source resource title. | `Poolfund Extended Allocation Details` |
|
| 108 |
+
| `source_package_id` | `category` | CKAN package UUID. | `4b2f3c7e-b0fc-4457-b3b6-3e006df27532` |
|
| 109 |
+
| `source_resource_id` | `category` | CKAN resource UUID. | `20f43a1e-28a6-4102-a4f4-eb20248ebe63` |
|
| 110 |
+
| `source_url` | `category` | Original source resource URL. | `https://cbpfapi.unocha.org/vo2/odata/ExtendedAllocationDetails?PoolfundC` |
|
| 111 |
+
| `license_id` | `category` | Source license identifier. | `cc-by` |
|
| 112 |
+
| `retrieved_at` | `category` | UTC retrieval timestamp. | `2026-08-13T10:40:31Z` |
|
| 113 |
+
|
| 114 |
+
## Usage
|
| 115 |
+
|
| 116 |
+
```python
|
| 117 |
+
from datasets import load_dataset
|
| 118 |
+
|
| 119 |
+
ds = load_dataset("electricsheepafrica/africa-mali-pool-fund-extended-allocation-details-05a1c009")
|
| 120 |
+
df = ds["train"].to_pandas()
|
| 121 |
+
print(df.head())
|
| 122 |
+
```
|
| 123 |
+
|
| 124 |
+
### Filter to one country
|
| 125 |
+
|
| 126 |
+
```python
|
| 127 |
+
sample_country = df[df["country_iso3"] == "MLI"]
|
| 128 |
+
```
|
| 129 |
+
|
| 130 |
+
### Work with indicators
|
| 131 |
+
|
| 132 |
+
```python
|
| 133 |
+
if "indicator_id" in df.columns:
|
| 134 |
+
print(df["indicator_id"].value_counts().head())
|
| 135 |
+
sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])
|
| 136 |
+
```
|
| 137 |
+
|
| 138 |
+
## Citation
|
| 139 |
+
|
| 140 |
+
```bibtex
|
| 141 |
+
@misc{electric_sheep_africa_africa_mali_pool_fund_extended_allocation_details_05a1c009_2021,
|
| 142 |
+
title = {Pool fund Extended allocation Details | Africa (Mali official open data)},
|
| 143 |
+
author = {HDX},
|
| 144 |
+
year = {2021},
|
| 145 |
+
url = {https://data.humdata.org/dataset/pool-fund-extended-allocation-details},
|
| 146 |
+
publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
|
| 147 |
+
howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mali-pool-fund-extended-allocation-details-05a1c009}}
|
| 148 |
+
}
|
| 149 |
+
```
|
| 150 |
+
|
| 151 |
+
## License
|
| 152 |
+
|
| 153 |
+
Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).
|
| 154 |
+
|
| 155 |
+
Original data (c) HDX. When using this dataset, please cite both the
|
| 156 |
+
original source above and the Electric Sheep Africa repackaging.
|
| 157 |
+
|
| 158 |
+
## About Electric Sheep
|
| 159 |
+
|
| 160 |
+
Electric Sheep Africa is part of the Electric Sheep mission: a unified,
|
| 161 |
+
ML-ready data layer for Africa on Hugging Face. We pull data from authoritative
|
| 162 |
+
open sources, normalize the schemas, package as Parquet, and publish with
|
| 163 |
+
consistent dataset cards so researchers and developers can use `load_dataset()`
|
| 164 |
+
to start working in seconds.
|
| 165 |
+
|
| 166 |
+
Browse the full collection: [huggingface.co/electricsheepafrica](https://huggingface.co/electricsheepafrica)
|
| 167 |
+
|
| 168 |
+
---
|
| 169 |
+
|
| 170 |
+
Provenance: ingested 2026-08-13 via the Electric Sheep pipeline. Source URL:
|
| 171 |
+
https://cbpfapi.unocha.org/vo2/odata/ExtendedAllocationDetails?PoolfundCodeAbbrv=&$format=csv
|
data/train-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d14654be3a2e62711debd99ed0b8d9a9bb8f0b0713ddd029ae6374e2fcb328f6
|
| 3 |
+
size 74988
|
metadata/source_snapshot.json
ADDED
|
@@ -0,0 +1,63 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"columns": [
|
| 3 |
+
"indicator_id",
|
| 4 |
+
"indicator_name",
|
| 5 |
+
"country_iso3",
|
| 6 |
+
"country_name",
|
| 7 |
+
"date",
|
| 8 |
+
"year",
|
| 9 |
+
"value",
|
| 10 |
+
"unit",
|
| 11 |
+
"dimension_pftype",
|
| 12 |
+
"dimension_iso2country",
|
| 13 |
+
"dimension_country",
|
| 14 |
+
"dimension_typeofalloc",
|
| 15 |
+
"dimension_alloctheme",
|
| 16 |
+
"dimension_allocsummary",
|
| 17 |
+
"dimension_alloclocation",
|
| 18 |
+
"dimension_alloctitle",
|
| 19 |
+
"source_period_start_year",
|
| 20 |
+
"source_period_end_year",
|
| 21 |
+
"source_period_label",
|
| 22 |
+
"source_provider",
|
| 23 |
+
"source_dataset",
|
| 24 |
+
"source_resource",
|
| 25 |
+
"source_package_id",
|
| 26 |
+
"source_resource_id",
|
| 27 |
+
"source_url",
|
| 28 |
+
"license_id",
|
| 29 |
+
"retrieved_at"
|
| 30 |
+
],
|
| 31 |
+
"generated_at": "2026-08-13T10:53:42Z",
|
| 32 |
+
"indicator_count": 25,
|
| 33 |
+
"mode": "indicator_long",
|
| 34 |
+
"repo_id": "electricsheepafrica/africa-mali-pool-fund-extended-allocation-details-05a1c009",
|
| 35 |
+
"rows": 730,
|
| 36 |
+
"source": {
|
| 37 |
+
"api_base_url": "https://data.humdata.org/api/3/action",
|
| 38 |
+
"country_iso3": "MLI",
|
| 39 |
+
"country_name": "Mali",
|
| 40 |
+
"group_names": "afg,bol,bra,bfa,bdi,cmr,caf,tcd,col,prk,cod,dji,ecu,eri,eth,hti,irn,irq,jor,lbn,lby,mli,mmr,nam,ner,nga,per,phl,wsm,som,ssd,pse,sdn,syr,tur,ukr,tza,uzb,ven,zmb",
|
| 41 |
+
"license_id": "cc-by",
|
| 42 |
+
"license_title": "Creative Commons Attribution International (CC BY)",
|
| 43 |
+
"license_url": "http://www.opendefinition.org/licenses/cc-by",
|
| 44 |
+
"organization_name": "hdx",
|
| 45 |
+
"organization_title": "HDX",
|
| 46 |
+
"package_id": "4b2f3c7e-b0fc-4457-b3b6-3e006df27532",
|
| 47 |
+
"package_name": "pool-fund-extended-allocation-details",
|
| 48 |
+
"package_notes": "Pool fund Extended allocation Details",
|
| 49 |
+
"package_page_url": "https://data.humdata.org/dataset/pool-fund-extended-allocation-details",
|
| 50 |
+
"package_title": "Pool fund Extended allocation Details",
|
| 51 |
+
"portal_url": "https://data.humdata.org",
|
| 52 |
+
"resource_description": "Poolfund Extended allocation Details",
|
| 53 |
+
"resource_format": "CSV",
|
| 54 |
+
"resource_id": "20f43a1e-28a6-4102-a4f4-eb20248ebe63",
|
| 55 |
+
"resource_last_modified": "2023-08-21T01:01:48.373387",
|
| 56 |
+
"resource_name": "Poolfund Extended Allocation Details",
|
| 57 |
+
"resource_position": "0",
|
| 58 |
+
"resource_url": "https://cbpfapi.unocha.org/vo2/odata/ExtendedAllocationDetails?PoolfundCodeAbbrv=&$format=csv",
|
| 59 |
+
"tag_names": "funding"
|
| 60 |
+
},
|
| 61 |
+
"year_max": 2021,
|
| 62 |
+
"year_min": 2019
|
| 63 |
+
}
|