Milestones

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• Phase 4 — Research maturity

  Corpus export (CSV/Parquet) with codebook + provenance, diffusion/network analysis, geo, sampling + bias-map, and cost tracking.

  No due date

  •0/5 issues closed
  0% complete5 open0 closed

• Phase 3 — Breadth & interpretation

  OK, Dzen, and Rutube connectors; near-duplicate + cross-network linking; period summaries; chat-to-data over a SQL allow-list; a custom front end with filtering and export.

  No due date

  •0/7 issues closed
  0% complete7 open0 closed

• Phase 2 — Analysis & LLM

  Lemmatization (Natasha), TF-IDF/c-TF-IDF + NER word clouds, BERTopic with a Russian embedder + topics-over-time, spike detection, and a provider-agnostic LLM layer (topic labels, config assistant, output audit, aspect/actor sentiment).

  No due date

  •0/7 issues closed
  0% complete7 open0 closed

• Phase 1 — Telegram & collection maturity

  Telethon-based Telegram connector, full per-network pools with sticky proxies + health, flood-wait/captcha handling, Celery/Redis idempotent queues, metric-snapshot history.

  No due date

  •0/8 issues closed
  0% complete8 open0 closed

• Phase 0 — Skeleton

  One connector end-to-end. Acceptance: a single VK job runs on schedule, fetches only new material via hash/cursor increment, never duplicates, and renders a single-job dashboard.

  No due date

  •0/10 issues closed
  0% complete10 open0 closed