Data package status: publishing feasibility of all open dataset issues (July 2026)

[larnsce]

Tracking issue for the current state of the dataset publishing pipeline. Based on a review of all 29 open issues; full assessment: dataset-publishing-feasibility.md (branch claude/dataset-publishing-feasibility-u2ju1x).

Headline: only 4 datasets need actual data work to finish — 8 more are technically ready but blocked solely on author consent. Consent follow-up, not data work, is the pipeline bottleneck.

Ready or nearly ready — close-out pass

• [data] UNHCR WASH data dashboard  #17 UNHCR WASH dashboard — unhcrwash package exists; add GitHub Actions refresh, finish docs, close
• [data] BASEflow & Waste Advisors KAP survey data #22 BASEflow/Waste Advisors KAP survey — chckapmalawi exists; fix citation, close
• [data] Climate Vulnerability and Sanitation Access, Functionality, and Related Household Practices in Rural Cambodia #4 Climate vulnerability Cambodia — data + consent in hand, climatevulnerabilitykhm repo created 2023; resume and finish
• [data] WHO/UNICEF JMP raw data  #3 JMP raw data — jmpinput in progress and funded; confirm current ownership, avoid duplicating WASHNote/jmpwashdata

Blocked on author consent (ds4owd capstones)

• [data] Laboratory validation of the portable microbial water quality testing kit #44 Portable microbial water-quality kit — never contacted; reach out (cheapest win)
• [data] Household Water Insecurity Experiences (HWISE) Scale in Rwanda #41 HWISE Rwanda — author embargo; follow-up was flagged for July 2026, re-check now
• [data] Unveiling Hydrogeological Dynamics: Advanced Statistical Analysis for Sustainable Groundwater Management #49 Hydrogeological dynamics — reached out, send final reminder
• [data] Household delivery data on sanitation products from 2019 to 2020 in Cambodia #43 Sanitation product deliveries Cambodia — reached out, send final reminder
• [data] Flood losses and protection measures taken by small businesses #47 Flood losses small businesses — reached out, send final reminder
• [data] WASH in schools across the various states of Nigeria #40 WASH in schools Nigeria — reached out, send final reminder
• [data] Beneficiaries for different types of WASH technologies from community-based WASH program in Indonesia #46 WASH beneficiaries Indonesia — no email; one attempt via capstone repo, else close
• [data] Field application of pit latrines (private repo) #38 Pit latrines (private repo) — needs privacy conversation before anything proceeds

Suggested cadence: reminder at 1 month, close at 3 months as "no consent" (as done for #42).

Feasible — needs scoping / license check / design decision

• [data] sfddata: data from the SFD project on nearly 300 cities  #12 SFD data — JSON already machine-readable; license check with SuSanA, then well-bounded packaging project
• [data]: What a Waste Global Database #23 What a Waste (World Bank) — verify CC BY, good student/hackathon project
• (DATASET) Revenue and water production records from seven rural piped water service providers, 2016-2020 #24 Rural piped-water revenue 2016–2020 — high value, willing owner; revive thread, clarify Oxford ORA controlled-access terms
• [data] Collect and compile glossaries available from PDFs and other sources used in WASH and related fields #54 WASH glossaries — rolling program, one package per cleared source (watch NC/ND licenses); community extraction tool proposed
• [data]: Water Point Data Exchange #57 / [data] wpdxdata: an R package for the Water Point Data Exchange data #10 WPDx — duplicates, consolidate; ~800k daily-updated rows → decide API-wrapper pattern vs embedded data before more work
• [data] Sierra Leone WASH data portal #27 Sierra Leone portal — unscoped since 2024; 1-hour scoping pass
• [data] SISAR Global Rural Water and Sanitation Information System #11 SIASAR — scope export/API and license
• [data] whdxdata: an R package for the WASH health data exchange https://washhealthdata.org/ #18 whdxdata — clarify overlap with [data]: Water Point Data Exchange #57, merge threads if same effort

Low feasibility / low priority as framed

• [data] World Economic Outlook Database #30 IMF WEO, [data] Water footprint database #19 water footprint, [data] World Resources Institute’s Aqueduct Project  #14 WRI Aqueduct, [data] Evaluation of FSTPs and STP Co-Treatment Systems Across India #8 FSTP India (one email to publisher decides it), [data] The Humanitarian Data Exchange #13 HDX and [data] Humanitarian data resources #15 humanitarian resources (platforms/link lists, not datasets — re-scope or close)

Scheduled / housekeeping

• [data] Dataset from capstone project of CVEN 5999 SS26 class #58 parked until Sep–Oct 2026 by design
• Long list for potential data sources #6 stale meta-issue — close or replace with labels/project board