category,ticker,name,ev_B,revenue_B,ev_revenue,market_cap_B,gross_margin_pct,notes,source
Specialty_Retail,GME,GameStop,4.8,3.63,1.32,10.24,31.5,"$9B cash makes EV much lower than mkt cap. Reflexive premium?",SEC 10-K FY2025
Electronics_Retail,BBY,Best Buy,13.3,41.4,0.32,15.2,23.0,"Largest electronics retailer. 0.32x EV/Rev vs GME 1.32x.",finbox/gurufocus
Value_Retail,FIVE,Five Below,6.5,4.4,1.48,6.5,35.0,"Youth-focused value. Higher EV/Rev than GME but growing revenue.",zoominfo
Discount_Retail,DLTR,Dollar Tree,17.0,18.5,0.92,12.0,35.5,"Post-Family Dollar divestiture. Pure-play value.",everyticker
Bargain_Retail,OLLI,Ollies Bargain Outlet,5.0,2.3,2.17,5.5,40.7,"Closeout model. Highest margins in group. Premium multiple.",seeking alpha
Mass_Retail,WMT,Walmart,560.0,648.0,0.86,680.0,24.5,"Scale reference point. Not a direct comp but shows retail floor.",public data
Collectibles,FNKO,Funko,0.8,1.1,0.73,0.6,38.0,"Direct collectibles comp. Struggling. Lower multiple than GME.",public data

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GME IV DATA (point-in-time snapshots)
metric,value,date,source
30_day_IV_mean,56.62%,2026-02-05,alphaquery.com
IV,53.68%,2026-02-13,unusualwhales.com
IV_Rank,19.23,2026-02-13,unusualwhales.com (out of 100)
implied_move_daily,3.35%,2026-02-13,unusualwhales.com
historical_vol_10day,56.15%,2026-02-23,barchart.com

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REDDIT DATA (best available)
metric,value,date,source
superstonk_subscribers,1200000,2026-03,gummysearch.com (approximate)
superstonk_status,quarantined,2026-04,reddit.com
subredditstats_status,broken - Reddit API pricing killed data collection,2024-07,subredditstats.com
github_tracker,exists but unclear if still running,2021-present,github.com/SchraderH/superstonk-active-users
academic_dataset,560K posts from r/superstonk captured,2021-2022,openhumanitiesdata.metajnl.com

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DARK POOL / OFF-EXCHANGE
metric,value,notes,source
finra_ats_data,available but behind paywall,daily off-exchange volume and short volume,fintel.io/ss/us/gme
chartexchange_dark_pool,available with premium sub,dark pool levels and prints,chartexchange.com
finra_short_volume,partially free,combined on/off exchange short sale volume,fintel.io

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OPTIONS CHAIN
status,available on multiple sites but requires JS rendering or login
free_sources,"barchart.com, nasdaq.com, yahoo finance, tipranks.com, investing.com"
best_free_source,barchart.com/stocks/quotes/GME/options (requires browser)
needed_for_piece,"OI by strike for next 3 expirations, especially $20-$35 range"