reporting_month timestamp[ns]date 2026-01-01 00:00:00 2026-02-01 00:00:00 | state stringclasses 19
values | locality stringclasses 180
values | cluster_name stringclasses 12
values | org_name stringclasses 129
values | org_acronym stringclasses 127
values | org_type stringclasses 6
values | esa_source stringclasses 1
value | esa_processed stringdate 2026-04-09 00:00:00 2026-04-09 00:00:00 |
|---|---|---|---|---|---|---|---|---|
2026-01-01T00:00:00 | Central Darfur | Gharb Jabal Marrah | WASH | Jabal Marra Charity Organization for Rural Development | JMCO | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Red Sea | Haya | Health | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Sennar | As Suki | Health | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | South Darfur | Nyala Janoub | WASH | WE ARE ALIGHT | ALIGHT | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Aj Jazirah | Al Kamlin | Food Security and Livelihoods | Alegtinam Human Development Organization | AHDO | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Red Sea | Port Sudan | Health | INTERSOS | INTERSOS | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Khartoum | Jebel Awlia | Protection | National Planning Organization | NPO | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | South Darfur | Kubum | Health | National Initiative Development Organization | NIDO | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | West Darfur | Beida | Protection | United Nations High Commissioner for Refugees | UNHCR | UN Agency | HDX | 2026-04-09 |
2026-01-01T00:00:00 | White Nile | Aj Jabalain | WASH | Action Against Hunger | AAH | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Sennar | Sinja | Health | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Northern | Ad Dabbah | Nutrition | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | North Darfur | Kutum | Nutrition | Goal Global | GOAL | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | South Darfur | Beliel | Education | Child Development Foundation | CDF | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | South Kordofan | Abassiya | Shelter and NFIs | LM International (formerly known as International Aid Services) | LM/IAS | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | North Kordofan | Sheikan | Nutrition | Islamic Relief Worldwide | IRW | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Khartoum | Bahri | Protection | NADA Elazhar for Disaster Privention and Sustainable Development | NADA | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | South Darfur | As Salam - SD | Nutrition | WE ARE ALIGHT | ALIGHT | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Central Darfur | Um Dukhun | Nutrition | International Medical Corps | IMC | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Central Darfur | Gharb Jabal Marrah | Health | United Nations Children's Fund | UNICEF | UN Agency | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Gedaref | Al Galabat Al Gharbyah - Kassab | Protection | Hope and Friendship for Development Organization | HFDO | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | West Darfur | Ag Geneina | Nutrition | African Relief Committee | ARC | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | North Darfur | Al Fasher | WASH | Solidarites International | SI | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Sennar | Sinja | Health | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | North Darfur | Tawila | Multi-Purpose Cash | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Khartoum | Karrari | Health | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | West Darfur | Ag Geneina | Nutrition | Premiere Urgence Internationale | PUI | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | East Darfur | Ad Du'ayn | Food Security and Livelihoods | Food and Agriculture Organization | FAO | UN Agency | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Gedaref | Wasat Al Gedaref | Protection | Sudan Zero Waste Organization | SZWO | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Central Darfur | Gharb Jabal Marrah | Health | International Medical Corps | IMC | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Khartoum | Khartoum | Health | EMERGENCY NGO | EMERGENCY NGO | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Gedaref | Madeinat Al Gedaref | Nutrition | Save the Children International | SCI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | East Darfur | Al Firdous | Nutrition | CARE International in Sudan | CARE | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | South Kordofan | Ar Rashad | Protection | Save the Children International | SCI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | East Darfur | Assalaya | Health | WE ARE ALIGHT | ALIGHT | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Aj Jazirah | Medani Al Kubra | Health | International Rescue Committee | IRC | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Gedaref | Al Fao | Protection | International Rescue Committee | IRC | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | East Darfur | Bahr Al Arab | Nutrition | CARE International in Sudan | CARE | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | South Darfur | Ed Al Fursan | Multi-Purpose Cash | Veterinaires Sans Frontières Germany | VSF-G | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | White Nile | Kosti | Protection | International Rescue Committee | IRC | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Khartoum | Karrari | Nutrition | Almanar Voluntary Organization | AMVO | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | North Darfur | Al Fasher | Education | Alnahda Organization For Peace And Development | AlNahda | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | North Darfur | Kutum | Nutrition | Welthungerhilfe (German Agro Action) | WHH | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Central Darfur | Zalingi | Nutrition | World Relief | WR | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | South Kordofan | Ar Rashad | Nutrition | Goal Global | GOAL | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Aj Jazirah | Sharg Al Jazirah | Nutrition | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Blue Nile | Baw | Protection | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | East Darfur | Al Firdous | Nutrition | WE ARE ALIGHT | ALIGHT | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | North Kordofan | Ar Rahad-NK | Protection | United Nations Children's Fund | UNICEF | UN Agency | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Central Darfur | Wasat Jabal Marrah | Multi-Purpose Cash | Danish Refugee Council | DRC | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | White Nile | Tendalti | Protection | United Nations Children's Fund | UNICEF | UN Agency | HDX | 2026-04-09 |
2026-02-01T00:00:00 | North Darfur | At Tina | Nutrition | Aljuzur Organization for Peace, Rehabilitation and Development | JPRD | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Aj Jazirah | Sharg Al Jazirah | Health | Building Resilience Development Organization | BRDO | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Sennar | Ad Dali | Food Security and Livelihoods | Alegtinam Human Development Organization | AHDO | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Khartoum | Um Bada | Protection | Relief International | RI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Kassala | Reifi Kassla | Health | WE ARE ALIGHT | ALIGHT | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | West Kordofan | Abu Zabad | Health | WE ARE ALIGHT | ALIGHT | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Khartoum | Um Durman | Protection | Danish Refugee Council | DRC | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | White Nile | Kosti | Food Security and Livelihoods | Food and Agriculture Organization | FAO | UN Agency | HDX | 2026-04-09 |
2026-01-01T00:00:00 | West Darfur | Kereneik | Protection | World Relief | WR | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | White Nile | Al Gitaina | Protection | International Rescue Committee | IRC | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Gedaref | Madeinat Al Gedaref | Protection | International Organization for Migration | IOM | UN Agency | HDX | 2026-04-09 |
2026-02-01T00:00:00 | South Darfur | Kas | Nutrition | CARE International in Sudan | CARE | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Gedaref | Wasat Al Gedaref | Protection | Hope and Friendship for Development Organization | HFDO | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Red Sea | Sinkat | Protection | United Nations Children's Fund | UNICEF | UN Agency | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Khartoum | Jebel Awlia | Nutrition | EMERGENCY NGO | EMERGENCY NGO | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Aj Jazirah | Janub Al Jazirah | Protection | National Planning Organization | NPO | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Gedaref | Madeinat Al Gedaref | Protection | Hope and Friendship for Development Organization | HFDO | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Central Darfur | Azum | Multi-Purpose Cash | MERCY CORPS | MC | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Kassala | Reifi Nahr Atbara | Education | Plan International | PI | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Northern | Dongola | Food Security and Livelihoods | Sudan Agwa Organization | AGWA | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Khartoum | Jebel Awlia | Food Security and Livelihoods | CARE International in Sudan | CARE | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Khartoum | Um Bada | Multi-Purpose Cash | International Rescue Committee | IRC | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Gedaref | Al Fashaga | WASH | WE ARE ALIGHT | ALIGHT | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | South Darfur | Nyala Janoub | WASH | WE ARE ALIGHT | ALIGHT | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Gedaref | Al Fao | Food Security and Livelihoods | International Rescue Committee | IRC | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | South Kordofan | Dilling | Multi-Purpose Cash | Save the Children International | SCI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Gedaref | Al Galabat Al Gharbyah - Kassab | Protection | Save the Children International | SCI | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | White Nile | Rabak | Protection | Caritas Sudan | Sudanaid | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | West Kordofan | Al Idia | Protection | United Nations Children's Fund | UNICEF | UN Agency | HDX | 2026-04-09 |
2026-02-01T00:00:00 | River Nile | Ad Damar | Protection | Save the Children International | SCI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Aj Jazirah | Sharg Al Jazirah | Nutrition | Building Foundation for Development | BFD | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | North Darfur | Tawila | WASH | Dar for Community Development | DCD | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Northern | Ad Dabbah | Protection | NADA Elazhar for Disaster Privention and Sustainable Development | NADA | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | White Nile | Guli | WASH | Sudan Assist for Development Organization | SADO | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Northern | Delgo | Education | Child Development Foundation | CDF | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | East Darfur | Yassin | Protection | African Relief Committee | ARC | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | River Nile | Abu Hamad | Health | Building Foundation for Development | BFD | NNGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | Central Darfur | Wasat Jabal Marrah | Logistics | World Food Programme | WFP | UN Agency | HDX | 2026-04-09 |
2026-01-01T00:00:00 | North Darfur | Kutum | Multi-Purpose Cash | Agency for Technical Cooperation and Development | ACTED | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | White Nile | Rabak | Protection | Plan International | PI | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Kassala | Reifi Wad Elhilaiw | Nutrition | JASMAR Human Security Organization | JHSO | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Blue Nile | Ar Rusayris | Health | International Rescue Committee | IRC | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Gedaref | Al Galabat Al Gharbyah - Kassab | Protection | Islamic Relief Worldwide | IRW | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Central Darfur | Azum | Health | Hope and Friendship for Development Organization | HFDO | NNGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Central Darfur | Zalingi | Protection | Action against hunger - Spain | ACF -Spain | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | West Kordofan | Ghubaish | Nutrition | WE ARE ALIGHT | ALIGHT | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | Central Darfur | Azum | Nutrition | Premiere Urgence Internationale | PUI | INGO | HDX | 2026-04-09 |
2026-02-01T00:00:00 | South Darfur | Beliel | Shelter and NFIs | ZOA International | ZOA | INGO | HDX | 2026-04-09 |
2026-01-01T00:00:00 | North Darfur | Al Lait | Protection | United Nations High Commissioner for Refugees | UNHCR | UN Agency | HDX | 2026-04-09 |
Sudan: Operational Presence
Publisher: OCHA Sudan · Source: HDX · License: cc-by · Updated: 2026-04-01
Abstract
The Who does What Where (3W) is a core humanitarian coordination dataset. It is critical to know where humanitarian organizations are working and what they are doing in order to identify gaps and plan for future humanitarian response. This dataset includes a list of humanitarian organizations by state and sector currently registered in Sudan. If you have updates for the 3W please contact OCHASudan@un.org.
Each row in this dataset represents first-level administrative unit observations. Temporal coverage is indicated by the reporting_month column(s). Geographic scope: SDN.
Curated into ML-ready Parquet format by Electric Sheep Africa.
Dataset Characteristics
| Domain | Humanitarian and development data |
| Unit of observation | First-level administrative unit observations |
| Rows (total) | 2,669 |
| Columns | 9 (0 numeric, 8 categorical, 1 datetime) |
| Train split | 2,135 rows |
| Test split | 533 rows |
| Geographic scope | SDN |
| Publisher | OCHA Sudan |
| HDX last updated | 2026-04-01 |
Variables
Geographic — state (North Darfur, Khartoum, Gedaref), locality (Tawila, Wasat Al Gedaref, Madeinat Al Gedaref), org_acronym (SCI, UNICEF, RI), org_type (INGO, NNGO, UN Agency).
Temporal — reporting_month.
Identifier / Metadata — cluster_name (Protection, Health, Nutrition), org_name (Save the Children International, United Nations Children's Fund, Relief International), esa_source (HDX), esa_processed (2026-04-09).
Quick Start
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-sudan-operational-presence")
train = ds["train"].to_pandas()
test = ds["test"].to_pandas()
print(train.shape)
train.head()
Schema
| Column | Type | Null % | Range / Sample Values |
|---|---|---|---|
reporting_month |
datetime64[ns] | 0.0% | |
state |
object | 0.0% | North Darfur, Khartoum, Gedaref |
locality |
object | 0.0% | Tawila, Wasat Al Gedaref, Madeinat Al Gedaref |
cluster_name |
object | 0.0% | Protection, Health, Nutrition |
org_name |
object | 0.0% | Save the Children International, United Nations Children's Fund, Relief International |
org_acronym |
object | 0.0% | SCI, UNICEF, RI |
org_type |
object | 0.0% | INGO, NNGO, UN Agency |
esa_source |
object | 0.0% | HDX |
esa_processed |
object | 0.0% | 2026-04-09 |
Numeric Summary
| Column | Min | Max | Mean | Median |
|---|---|---|---|---|
| No numeric columns. |
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) 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 Sudan 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 for the publisher's own methodology notes and caveats.
Citation
@dataset{hdx_africa_sudan_operational_presence,
title = {Sudan: Operational Presence},
author = {OCHA Sudan},
year = {2026},
url = {https://data.humdata.org/dataset/sudan-operational-presence},
note = {Repackaged for machine learning by Electric Sheep Africa (https://huggingface.co/electricsheepafrica)}
}
Electric Sheep Africa — Africa's ML dataset infrastructure. Lagos, Nigeria.
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