Files
momentum-system/youtube_claims
momentum devandClaude Opus 4.8 e5da67c928 YouTube extraction: normalize NULL/spaced tickers + asset-specific filter
Two data-quality fixes surfaced by inspecting the first 94 claims:
- _clean_ticker: coerce the literal 'NULL'/'NONE'/'$AAPL' strings the LLM sometimes returns to
  a real None, and collapse ASR space-mangling ('B VC' -> 'BVC').
- require_asset filter: drop claims with neither a ticker nor an asset_name -- generic trading
  commentary ('buy the dip') from tutorial content is not an asset claim. On the backlog this
  cut 94 -> 58 claims (36 generic), leaving clean per-asset signal.
Added the $2,000 Small Account Challenge recap playlist (the daily per-asset trade breakdowns) --
far higher claim density than the evergreen 'Anatomy of a Trade' tutorials. 7 tests green.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-07-01 22:16:05 -04:00
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