| cff-version: 1.2.0 |
| message: >- |
| This skill builds on the work of others. Its Step 1 framework ontology derives from the |
| HumSet dataset, and its Step 2 indicator catalog is drafted from authoritative |
| humanitarian standards authored by WHO/UNICEF (JMP), the Sphere Association, the |
| Global CCCM Cluster (CAMP-EN and the Ukraine Collective Centres standards), and |
| WFP / FSL cluster / FANTA (food-security methodologies). If you use this skill, |
| please credit those source authors and cite the works listed in the references |
| section below. |
| title: "humanitarian-data-analyst (Agent Skill)" |
| abstract: >- |
| An Agent Skill — one worked example of a disciplined-analysis method — for |
| humanitarian needs-assessment data (Kobo/ODK, RNA/MSNA/HNO). It routes analyst |
| questions to the HumSet/DEEP analytical framework (Step 1), identifies indicators |
| in the catalog (Step 2), binds datasets (Step 3), and analyses with coverage discipline. |
| authors: |
| - given-names: Yann |
| type: software |
| license: MIT |
| repository-code: "https://github.com/yannsay/humanitarian-data-analyst" |
| keywords: |
| - agent-skill |
| - humanitarian |
| - needs-assessment |
| - humset |
| - deep |
| - jmp |
| - sphere |
| - cccm |
| - food-security |
| references: |
| |
| - type: conference-paper |
| title: >- |
| HumSet: Dataset of Multilingual Information Extraction and Classification |
| for Humanitarian Crises Response |
| authors: |
| - family-names: Fekih |
| given-names: Selim |
| - family-names: Tamagnone |
| given-names: Nicolo' |
| - family-names: Minixhofer |
| given-names: Benjamin |
| - family-names: Shrestha |
| given-names: Ranjan |
| - family-names: Contla |
| given-names: Ximena |
| - family-names: Oglethorpe |
| given-names: Ewan |
| - family-names: Rekabsaz |
| given-names: Navid |
| collection-title: "Findings of the Association for Computational Linguistics: EMNLP 2022" |
| publisher: |
| name: Association for Computational Linguistics |
| conference: |
| name: "Findings of the Association for Computational Linguistics: EMNLP 2022" |
| city: Abu Dhabi |
| country: AE |
| year: 2022 |
| month: 12 |
| start: 4379 |
| end: 4389 |
| url: "https://aclanthology.org/2022.findings-emnlp.321" |
| |
| - type: report |
| title: >- |
| Core Questions on Drinking Water, Sanitation and Hygiene for Household |
| Surveys (2018 update) |
| authors: |
| - name: "WHO/UNICEF Joint Monitoring Programme for Water Supply, Sanitation and Hygiene (JMP)" |
| publisher: |
| name: World Health Organization and UNICEF |
| year: 2018 |
| notes: "Source for the WASH cluster JMP service-ladder indicators." |
| - type: report |
| title: "The Sphere Handbook: Humanitarian Charter and Minimum Standards in Humanitarian Response (2018 edition)" |
| authors: |
| - name: "Sphere Association" |
| publisher: |
| name: Sphere Association |
| year: 2018 |
| url: "https://spherestandards.org/handbook/" |
| notes: "Source for the Sphere WASH water-quantity (15 L/p/d) and sanitation (1:20) standards and the shelter floor-area standard (3.5 m2/person)." |
| |
| - type: report |
| title: "Collective Centres (CCs) Standards — Ukraine (May 2022)" |
| authors: |
| - name: "Global CCCM Cluster — Ukraine" |
| year: 2022 |
| notes: "Source for the CCCM floor-area, heating, staffing, fire-safety and protection-reserve indicators." |
| - type: report |
| title: "Minimum Standards for Camp Management (2021 edition) (CAMP-EN)" |
| authors: |
| - name: "Global CCCM Cluster" |
| year: 2021 |
| notes: "Source for the CCCM site-management-authority staffing indicator." |
| |
| - type: report |
| title: "FSL Indicator Handbook (2020)" |
| authors: |
| - name: "Food Security and Livelihoods cluster" |
| year: 2020 |
| notes: "Source for the food-security first-level outcome indicators (rCSI, FCS, HDDS, and related)." |
| - type: report |
| title: "Consolidated Approach for Reporting Indicators of Food Security (CARI) Guidelines (2nd edition)" |
| authors: |
| - name: "World Food Programme (WFP)" |
| publisher: |
| name: World Food Programme |
| year: 2021 |
| notes: "Source for rCSI weights/methodology and FCS food-group weights and classification rules." |
| - type: report |
| title: "Household Dietary Diversity Score (HDDS) Guidance" |
| authors: |
| - name: "Food and Nutrition Technical Assistance (FANTA) Project" |
| url: "https://www.fantaproject.org/" |
| notes: "Source for the HDDS indicator." |
|
|
