Indonesia Politics NLP
What 59,197 Indonesian news articles with Prabowo in the headline show, from October 2024 to August 2026.
Foreign relations is the largest theme at 19.0% and half the corpus reads as neutral. The topic layer under both has no measured cross-seed stability.
Indonesia Policy NLP
What 10,915 Indonesian news articles say about the national free-meals program, from January 2025 to July 2026.
June 2026 runs 3.2x the previous monthly peak, and that part holds. The topic structure underneath it does not survive a change of random seed.
Claude Code or Codex context stays clean pi agent cheaper model 40 reads, greps, dead ends task 10 rows + file path the churn never crosses back
Delegation layer that hands read-only research from Claude Code or Codex to a cheaper agent, returning the answer instead of the search trail
Measuring a delegation tool surfaced eleven defects that code review could not see. Seven were in the measurement, and one of them withdrew the headline ratio the tool was built to prove
News Watch keyword search, latest mode, and export across 79 sources, Indonesian and international coverage 79 sources Kompas · Detik · Tempo CNN ID · CNBC · Antara BBC · Tirto · RRI · TVRI + 69 more sources newswatch --keywords ihsg --method latest --output_format csv DataFrame CSV · XLSX · JSON from messy public web pages to analysis-ready rows
Stable Indonesia news scraper, keyword and date filtering across the source registry, with proxy, concurrency controls, and health-report support
Search and latest monitoring, health reports, proxy support, concurrency limits, frozen public API since v1.0
PriorityX entity prioritization and escalation detection using GLMM Raw data entity timestamp metric value GLMM scoring x score = frequency y score = escalation accounts for repeated data Priority matrix escalation → Monitor Act Now Normal Watch ← frequency → rank entities by chronic frequency and rising escalation
Entity prioritization by volume and growth using GLMM statistical models
Entity prioritization for regulatory and operational monitoring, GLMM-based
DataTalk Asia election violation data portal for Southeast Asia 3 countries 🇮🇩 Indonesia 🇵🇭 Philippines 🇲🇾 Malaysia Dataset · Viz · Story Voter data Election results Violation reports Result disputes Violations 2019 · 2020 · 2022 multi-election cycles archived - data journalism for democracy in Southeast Asia Archived
Election violation data portal for Southeast Asia
Multi-country election data for Indonesia, the Philippines, and Malaysia