Issues

• Analysis: near-duplicate + cross-network linking

  area:analysis
  densertensor/socmon#37 · Filter by author densertensor opened on Jun 21, 2026 · Phase 3 — Breadth & interpretation

• Pools: proxy healthcheck loop + eviction

  area:pools
  densertensor/socmon#36 · Filter by author densertensor opened on Jun 21, 2026 · Phase 1 — Telegram & collection maturity

• Pools: account state machine + sticky proxies + flood/captcha

  area:pools
  densertensor/socmon#35 · Filter by author densertensor opened on Jun 21, 2026 · Phase 1 — Telegram & collection maturity

• Pools: minimal account/proxy wiring in pipeline

  area:pools
  densertensor/socmon#34 · Filter by author densertensor opened on Jun 21, 2026 · Phase 0 — Skeleton

• Infra: cost tracking (paid TG search + LLM budgets)

  area:infra
  densertensor/socmon#33 · Filter by author densertensor opened on Jun 21, 2026 · Phase 4 — Research maturity

• Analysis: sampling modes + bias/coverage map

  area:analysis
  densertensor/socmon#32 · Filter by author densertensor opened on Jun 21, 2026 · Phase 4 — Research maturity

• Analysis: geo distribution

  area:analysis
  densertensor/socmon#31 · Filter by author densertensor opened on Jun 21, 2026 · Phase 4 — Research maturity

• Analysis: diffusion / network graph

  area:analysis
  densertensor/socmon#30 · Filter by author densertensor opened on Jun 21, 2026 · Phase 4 — Research maturity

• Export: corpus (CSV/Parquet) + codebook + provenance

  area:storage
  densertensor/socmon#29 · Filter by author densertensor opened on Jun 21, 2026 · Phase 4 — Research maturity

• Frontend: custom UI (FastAPI + React)

  area:frontend
  densertensor/socmon#28 · Filter by author densertensor opened on Jun 21, 2026 · Phase 3 — Breadth & interpretation

• LLM: chat-to-data (text-to-SQL, allow-list)

  area:llm
  densertensor/socmon#27 · Filter by author densertensor opened on Jun 21, 2026 · Phase 3 — Breadth & interpretation

• LLM: period summaries (RAG over aggregates)

  area:llm
  densertensor/socmon#26 · Filter by author densertensor opened on Jun 21, 2026 · Phase 3 — Breadth & interpretation

• Connector: Rutube (internal JSON)

  area:connector
  densertensor/socmon#25 · Filter by author densertensor opened on Jun 21, 2026 · Phase 3 — Breadth & interpretation

• Connector: Dzen (RSS + scrape, best-effort)

  area:connector
  densertensor/socmon#24 · Filter by author densertensor opened on Jun 21, 2026 · Phase 3 — Breadth & interpretation

• Connector: Odnoklassniki (group feeds)

  area:connector
  densertensor/socmon#23 · Filter by author densertensor opened on Jun 21, 2026 · Phase 3 — Breadth & interpretation

• LLM: cascade + cache + provenance persistence

  area:llm
  densertensor/socmon#22 · Filter by author densertensor opened on Jun 21, 2026 · Phase 2 — Analysis & LLM

• LLM: topic labels, config assistant, audit, sentiment

  area:llm
  densertensor/socmon#21 · Filter by author densertensor opened on Jun 21, 2026 · Phase 2 — Analysis & LLM

• LLM: provider-agnostic client + local backend

  area:llm
  densertensor/socmon#20 · Filter by author densertensor opened on Jun 21, 2026 · Phase 2 — Analysis & LLM

• Analysis: spike detector to dashboard + alerts

  area:analysis
  densertensor/socmon#19 · Filter by author densertensor opened on Jun 21, 2026 · Phase 2 — Analysis & LLM

• Analysis: BERTopic (Russian default) + topics_over_time

  area:analysis
  densertensor/socmon#18 · Filter by author densertensor opened on Jun 21, 2026 · Phase 2 — Analysis & LLM

• Analysis: TF-IDF/c-TF-IDF + NER word clouds

  area:analysis
  densertensor/socmon#17 · Filter by author densertensor opened on Jun 21, 2026 · Phase 2 — Analysis & LLM

• Analysis: Natasha lemmatization + post_tokens cache

  area:analysis
  densertensor/socmon#16 · Filter by author densertensor opened on Jun 21, 2026 · Phase 2 — Analysis & LLM

• Scheduler: multiple jobs sharing pools

  area:scheduler
  densertensor/socmon#15 · Filter by author densertensor opened on Jun 21, 2026 · Phase 1 — Telegram & collection maturity

• Storage: metric_snapshot history on re-fetch

  area:storage
  densertensor/socmon#14 · Filter by author densertensor opened on Jun 21, 2026 · Phase 1 — Telegram & collection maturity

• Scheduler: Celery/Redis per-network queues

  area:scheduler
  densertensor/socmon#13 · Filter by author densertensor opened on Jun 21, 2026 · Phase 1 — Telegram & collection maturity