ANDREW W TAYLOR
ANDREW W TAYLOR
### Overview Analyze six-month shifts in **software development job postings** by comparing **March 2025** (six months ago) to **the most recent 30 days**, quantifying what skills/technologies are **rising**, **falling**, **newly...
### Overview Measure **geospatial knowledge coverage vs. need** on Wikipedia by mapping where geotagged articles exist and normalizing by population and economic indicators. Deliver a reproducible dataset and dashboard that...
### Overview Measure representation gaps in Wikipedia biographies by gender, region, and occupation using the MediaWiki Action API (plus Wikidata), and track how those shares change over time. The output...
### Overview Quantify **watcher/attention asymmetry** on sensitive Wikipedia pages by comparing demand signals (pageviews) to supply/oversight signals (watchers\*, edits, unique editors, talk-page activity). Deliver a reproducible dataset and dashboard that...
### Overview Measure **edit-war and revert intensity** on culturally charged Wikipedia pages by detecting reverts, mutual-revert “episodes,” and burstiness in editing activity. Deliver a reproducible dataset and dashboard that surface...
### Overview Map the **external link economy** on Wikipedia for sensitive industries (e.g., payday lenders, crypto exchanges, gig platforms) using the MediaWiki Action API. Quantify which domains get linked, where...
### Overview Analyze **deletion patterns and notability bias** on Wikipedia by mining page deletion logs (delete, restore, move) and summarizing outcomes, reasons, and time trends across sensitive topic areas. Deliver...
### Overview Quantify **controversy & protection dynamics** on policy-sensitive Wikipedia pages by tracking protection events (protect/unprotect, semi/full) and correlating them with edit/revert bursts over time. Deliver a reproducible dataset and...
### Overview Measure **language equity** on sensitive topics by comparing how quickly key Wikipedia pages are created and updated across languages. Output a reproducible dataset and dashboard that quantify coverage...
### Overview We need someone from our Community of Practice with networking experience to write a guide for inviting in guest speakers ### Action Items - [x] A Guide, with...