electricsheepafrica/africa-chad-chad-cbpf-allocations-and-contributions-4379dc0b

Chad Cbpf Allocations and Contributions | Africa (Country-Based Pooled Funds (OCHA))

405 rows - 1 Africa country/area - 2025-2026 - 15 indicators - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 405 rows from Country-Based Pooled Funds (OCHA), covering Chad Cbpf Allocations and Contributions. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Official statistics datasets help analysts inspect public data as published by governments, national statistical systems, and regional data portals.

Source-provided context: This csv contains the project summaries for all approved projects in Chad. See live data from the CBPF API for Chad here.

How To Read This Dataset

• One row means: one indicator observation for one geography, time period, and optional source dimensions.
• Primary geography column: country_iso3.
• Best time column: year.
• Time coverage basis: year.
• Recommended join keys: country_iso3, year, indicator_id.

Coverage

Dimension	Value
Rows	405
Countries/areas	1
First period	2025
Last period	2026
Indicators	15
Columns	37
Source format	CSV

Geographic Coverage

Top areas shown below, sorted by row count when available:

Area	Rows	First year	Last year	Name
TCD	405	2025	2026	Chad

Indicators, Variables, Or Resource Contents

• chad-cbpf-allocations-and-contributions-pooledfundid-51e66c06 - Chad - CBPF Allocations and Contributions - pooledfundid(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-allocationtypeid-07adf986 - Chad - CBPF Allocations and Contributions - allocationtypeid(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-chfid-277cc827 - Chad - CBPF Allocations and Contributions - chfid(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-allocationsourceid-ad33b7cd - Chad - CBPF Allocations and Contributions - allocationsourceid(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-budget-6ac95677 - Chad - CBPF Allocations and Contributions - budget(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-totaldirectcost-ee1406ae - Chad - CBPF Allocations and Contributions - totaldirectcost(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-totalsupportcost-ed6394ec - Chad - CBPF Allocations and Contributions - totalsupportcost(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-men-19c97eab - Chad - CBPF Allocations and Contributions - men(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-women-22bb2daf - Chad - CBPF Allocations and Contributions - women(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-boys-f7a7ae61 - Chad - CBPF Allocations and Contributions - boys(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-girls-92254ad1 - Chad - CBPF Allocations and Contributions - girls(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-projectstatusid-0f26b584 - Chad - CBPF Allocations and Contributions - projectstatusid(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-processstatusid-e0206805 - Chad - CBPF Allocations and Contributions - processstatusid(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-partnercode-e07770f0 - Chad - CBPF Allocations and Contributions - partnercode(source_units_unspecified)
• chad-cbpf-allocations-and-contributions-allocationtypecategoryid-282286f2 - Chad - CBPF Allocations and Contributions - allocationtypecategoryid(source_units_unspecified)

Schema

Column	Type	Description	Example
indicator_id	string	Stable source or Electric Sheep Africa indicator identifier.	chad-cbpf-allocations-and-contributions-pooledfundid-51e66c06
indicator_name	string	Human-readable indicator name.	Chad - CBPF Allocations and Contributions - pooledfundid
country_iso3	string	ISO3 country or area code.	TCD
country_name	string	Country or area name.	Chad
year	int64	Observation year.	2025
value	double	Numeric observation value.	90.0
unit	string	Measurement unit, when supplied by the source.	source_units_unspecified
dimension_pooledfundname	string	Source dimension retained during long-form normalization.	Chad (RhPF)
dimension_chfprojectcode	string	Source dimension retained during long-form normalization.	CBPF-TCD-25-R-INGO-36166
dimension_allocationtype	string	Source dimension retained during long-form normalization.	2025 First Reserve Allocation
dimension_allocationsourcename	string	Source dimension retained during long-form normalization.	Reserve
dimension_organizationname	string	Source dimension retained during long-form normalization.	International Rescue Committee
dimension_organizationtype	string	Source dimension retained during long-form normalization.	International NGO
dimension_projecttitle	string	Source dimension retained during long-form normalization.	Réponse multisectorielle en santé, nutrition, eau, hygiène et assaini...
dimension_projectstartdate	string	Source dimension retained during long-form normalization.	2025-07-01T00:00:00
dimension_projectenddate	string	Source dimension retained during long-form normalization.	2026-03-31T00:00:00
dimension_projectduration	string	Source dimension retained during long-form normalization.	9 Months
dimension_datesubmitted	string	Source dimension retained during long-form normalization.	2025-06-20T10:48:48.983
dimension_gendermarker	string	Source dimension retained during long-form normalization.	4- Likely to contribute to gender equality, including across age groups
dimension_actualstartdate	string	Source dimension retained during long-form normalization.	2025-09-01T00:00:00
dimension_actualenddate	string	Source dimension retained during long-form normalization.	2026-05-31T00:00:00
dimension_projectstatus	string	Source dimension retained during long-form normalization.	Sous rapportage final
dimension_projectstatuscode	string	Source dimension retained during long-form normalization.	PRJ_UND_FINAL_RPT
dimension_processstatus	string	Source dimension retained during long-form normalization.	Implementation
dimension_allocationtypecategory	string	Source dimension retained during long-form normalization.	``
dimension_approveddate	string	Source dimension retained during long-form normalization.	2025-10-29T16:08:28.62
source_period_start_year	int64	Start year inferred from source metadata.	``
source_period_end_year	int64	End year inferred from source metadata.	``
source_period_label	string	Source column from the original resource.	``
source_provider	dictionary<values=string, indices=int8, ordered=0>	Publishing organization.	Country-Based Pooled Funds (OCHA)
source_dataset	dictionary<values=string, indices=int8, ordered=0>	Source dataset or package title.	Chad - CBPF Allocations and Contributions
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	tcd_cbpf_project_summary.csv
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	dcbbe28a-b40c-40f0-975f-1e3d54eb96b2
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	5ea47e80-7acc-41d5-833d-55df9d609aa8
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://data.humdata.org/dataset/dcbbe28a-b40c-40f0-975f-1e3d54eb96b2...
license_id	dictionary<values=string, indices=int8, ordered=0>	Source license identifier.	cc-by
retrieved_at	dictionary<values=string, indices=int8, ordered=0>	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-08-10T22:51:43Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-chad-chad-cbpf-allocations-and-contributions-4379dc0b")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

print(df.info())
print(df.head())

Filter By Geography

if "country_iso3" in df.columns:
    sample = df[df["country_iso3"] == "TCD"]

Time-Series Pattern

if "value" in df.columns and "year" in df.columns:
    trend = df.sort_values("year")

Pivot For Analysis

if {"indicator_id", "year", "value"}.issubset(df.columns):
    matrix = df.pivot_table(index="year", columns="indicator_id", values="value")
    print(matrix.tail())

Data Quality Notes

• Canonical time field: year.
• Missing values are preserved rather than silently imputed.
• Column names are standardized for machine use; source meanings are preserved where known.
• Always confirm source methodology, units, and collection definitions before policy, production, or redistribution-sensitive use.

Source And Provenance

• Source: Country-Based Pooled Funds (OCHA)
• Publisher: Country-Based Pooled Funds (OCHA)
• Portal: https://data.humdata.org
• Resource: tcd_cbpf_project_summary.csv
• License: CC BY 4.0
• Retrieved/generated: 2026-08-10T22:51:48Z
• Hugging Face repo: electricsheepafrica/africa-chad-chad-cbpf-allocations-and-contributions-4379dc0b

Transformations Applied

• Converted the source table to Parquet for efficient analytics and ML workflows.
• Added or preserved source provenance columns where available.
• Standardized README metadata, dataset loading configuration, schema documentation, and citation format.
• Preserved source-reported values without analytical imputation.

Suggested Analyses

• Profile the distribution of values
• Compare categories or geographies
• Join with complementary public datasets
• Build time-series views and period-over-period comparisons
• Pivot to geography x period or indicator x period matrices
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_chad_chad_cbpf_allocations_and_contributions_4379dc0b_2026,
  title        = {Chad Cbpf Allocations and Contributions | Africa (Country-Based Pooled Funds (OCHA))},
  author       = {Country-Based Pooled Funds (OCHA)},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/chad-cbpf-allocations-and-contributions},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-chad-chad-cbpf-allocations-and-contributions-4379dc0b}}
}

License

Released under CC BY 4.0.

Original data is published by Country-Based Pooled Funds (OCHA). Electric Sheep Africa engineering standardizes the data for discovery, loading, and analysis on Hugging Face. Cite both the original source and this ML-ready dataset when used.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

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Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.humdata.org/dataset/chad-cbpf-allocations-and-contributions