Notes

[{"lookback":40,"slippage":0.003,"period":"train","return":-38.619870198597674,"drawdown":43.211323920191525,"sample":58,"win_rate":27.586206896551722,"avgwin":3.361713138641658,"avgloss":2.3626659337633344},{"lookback":40,"slippage":0.003,"period":"holdout","return":14.64815848546523,"drawdown":7.521644871636046,"sample":17,"win_rate":47.05882352941176,"avgwin":4.165480725611438,"avgloss":2.0291273099141773}] https://runway.adityaperswal.workers.dev/data/stock-bars

[{"lookback":10,"slippage":0.003,"period":"train","return":-45.149439129101125,"drawdown":47.12562449150829,"sample":86,"win_rate":30.23255813953488,"avgwin":3.1936805909822437,"avgloss":2.3008938307117597},{"lookback":10,"slippage":0.003,"period":"holdout","return":15.757549801142739,"drawdown":11.577718414787409,"sample":23,"win_rate":47.82608695652174,"avgwin":3.960131193539824,"avgloss":2.24949947370469},{"lookback":40,"slippage":0.001,"period":"train","return":-23.517411231851565,"drawdown":33.702388741416975,"sample":58,"win_rate":36.206896551724135,"avgwin":2.885078831234166,"avgloss":2.275030759600898},{"lookback":40,"slippage":0.001,"period":"holdout","return":21.979892518638096,"drawdown":6.630746861820292,"sample":17,"win_rate":58.82352941176471,"avgwin":3.6406513013089628,"avgloss":2.1594736837981596}] https://runway.adityaperswal.workers.dev/data/stock-bars

[{"lookback":20,"slippage":0.003,"period":"train","return":-39.13991759573772,"drawdown":43.8764911508075,"sample":73,"win_rate":30.136986301369863,"avgwin":3.211849444081665,"avgloss":2.272463202930113},{"lookback":20,"slippage":0.003,"period":"holdout","return":17.966384283106255,"drawdown":10.13390061347823,"sample":21,"win_rate":52.38095238095239,"avgwin":3.8956809805068335,"avgloss":2.4429732897888043},{"lookback":10,"slippage":0.001,"period":"train","return":-24.011818265266623,"drawdown":33.45410745412419,"sample":86,"win_rate":36.04651162790697,"avgwin":3.0145014691952334,"avgloss":2.1101799597702287},{"lookback":10,"slippage":0.001,"period":"holdout","return":25.64723662864231,"drawdown":10.467995133531026,"sample":23,"win_rate":56.52173913043478,"avgwin":3.667024946121041,"avgloss":2.286835694075437}] https://runway.adityaperswal.workers.dev/data/stock-bars

{"technical":{"bars":1002,"lastdate":"2026-09-04 04:00:00+00:00","close":210.675,"sma20":215.935,"sma50":202.38480000000004,"prior20":231.705,"adr20":6.478249999999997,"medianvolume20":96493.5,"signal":false},"baseline":{"lookback":20,"slippage":0.001,"period":"holdout","return":27.02450562117132,"drawdown":9.369307393584126,"sample":21,"win_rate":61.904761904761905,"avgwin":3.6122715734854567,"avgloss":2.6370282183266918,"mean_CI":[-0.48166843226526884,3.058334367085236],"raw_Kelly":0.3409450019066676,"quarter_Kelly":0.0852362504766669,"sim_loss_probability":9.13,"sim_median_return":2.4468168205105667,"sim_p95_dd":1.9809791755971986,"returns":[0.025088126575874874,0.006946328861483944,-0.022084403064111652,-0.0046254257106526425,0.07274114694616057,0.10679077208505793,0.010530508082309842,0.0037276998002000886,-0.016428165926483666,0.02829308011627986,0.008804854353277096,-0.045172280728774744,0.03457521523443695,0.00019037321703257827,0.06934255218465764,-0.004269701124929363,-0.030536163707884166,-0.059799099600264076,0.08288579633130785,0.019678850765030186,-0.028047017603035008]},"train":{"lookback":20,"slippage":0.001,"period":"train","return":-19.798140987430898,"drawdown":32.45958793851147,"sample":73,"win_rate":36.986301369863014,"avgwin":2.9494833284913624,"avgloss":2.1179111712903897}} https://runway.adityaperswal.workers.dev/data/stock-bars

249aligneddailyreturnsJan2–Sep7 2026; ordinaryleast squares contemporaneousBTC,descriptive not causal/predictive,no hypothesisfilter. {"n":249,"mean_daily_pct":-0.059711820871409395,"daily_vol_pct":3.4700104032467483,"q05_pct":-3.7781592386773872,"q95_pct":4.874533119122417,"corr_BTC":0.8706140608773635,"beta_BTC":1.2368532047117513,"alpha_daily_pct":-0.03933541662461141,"r2":0.757968842997373} https://runway.adityaperswal.workers.dev/data/crypto-bars

249aligneddailyreturnsJan2–Sep7 2026; ordinaryleast squares contemporaneousBTC,descriptive not causal/predictive,no hypothesisfilter. {"n":249,"mean_daily_pct":0.16028960909235565,"daily_vol_pct":4.370014342243649,"q05_pct":-5.69361613891064,"q95_pct":7.73124350842595,"corr_BTC":0.6637189789498389,"beta_BTC":1.1874868351537475,"alpha_daily_pct":0.17985273242717625,"r2":0.44052288301821674} https://runway.adityaperswal.workers.dev/data/crypto-bars

249aligneddailyreturnsJan2–Sep7 2026; ordinaryleast squares contemporaneousBTC,descriptive not causal/predictive,no hypothesisfilter. {"n":249,"mean_daily_pct":0.06048083891190658,"daily_vol_pct":3.351240947943699,"q05_pct":-4.524643778510693,"q95_pct":5.528801873614997,"corr_BTC":0.8603344402867409,"beta_BTC":1.180414858101857,"alpha_daily_pct":0.07992745572624041,"r2":0.7401753491434993} https://runway.adityaperswal.workers.dev/data/crypto-bars

249aligneddailyreturnsJan2–Sep7 2026; ordinaryleast squares contemporaneousBTC,descriptive not causal/predictive,no hypothesisfilter. {"n":249,"mean_daily_pct":-0.11435065534883745,"daily_vol_pct":2.59251672355794,"q05_pct":-3.5613857062678034,"q95_pct":3.7018396793821884,"corr_BTC":0.8016900409481523,"beta_BTC":0.8509220153718713,"alpha_daily_pct":-0.10033223270849015,"r2":0.6427069217554514} https://runway.adityaperswal.workers.dev/data/crypto-bars

249aligneddailyreturnsJan2–Sep7 2026; ordinaryleast squares contemporaneousBTC,descriptive not causal/predictive,no hypothesisfilter. {"n":249,"mean_daily_pct":-0.02424827512932645,"daily_vol_pct":3.3426215541594986,"q05_pct":-4.645441870912106,"q95_pct":5.473132026272058,"corr_BTC":0.8795846108805595,"beta_BTC":1.2037229382741437,"alpha_daily_pct":-0.004417671871008707,"r2":0.7736690876979049} https://runway.adityaperswal.workers.dev/data/crypto-bars

249aligneddailyreturnsJan2–Sep7 2026; ordinaryleast squares contemporaneousBTC,descriptive not causal/predictive,no hypothesisfilter. {"n":249,"mean_daily_pct":-0.0190463384791327,"daily_vol_pct":3.3584462619582975,"q05_pct":-4.7277809612522255,"q95_pct":5.067401436608298,"corr_BTC":0.9122557140214437,"beta_BTC":1.2543441271442124,"alpha_daily_pct":0.001618218076100739,"r2":0.8322104877647751} https://runway.adityaperswal.workers.dev/data/crypto-bars

249aligneddailyreturnsJan2–Sep7 2026; ordinaryleast squares contemporaneousBTC,descriptive not causal/predictive,no hypothesisfilter. {"n":249,"mean_daily_pct":-0.016474391762235738,"daily_vol_pct":2.442520936962284,"q05_pct":-3.5118033091304657,"q95_pct":4.2357858454384205,"corr_BTC":1,"beta_BTC":1.0000000000000007,"alpha_daily_pct":1.2759050197398834e-17,"r2":1} https://runway.adityaperswal.workers.dev/data/crypto-bars

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"YBIT","time":"2026-09-03T04:00:00Z","close":21.33,"dollar_volume":10647.5,"return_pct":1.668255481410852},{"symbol":"YBTC","time":"2026-09-03T04:00:00Z","close":18.6,"dollar_volume":11978.400000000001,"return_pct":4.435710275126348}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"TETH","time":"2026-09-04T04:00:00Z","close":12.26,"dollar_volume":754670.181632,"return_pct":-2.4661893396976997},{"symbol":"TKNZ","time":"2026-09-03T04:00:00Z","close":31.85,"dollar_volume":6283,"return_pct":4.821457956228392},{"symbol":"TTOP","time":"2026-08-25T04:00:00Z","close":18.7,"dollar_volume":1870,"return_pct":21.349772874756656},{"symbol":"TXBC","time":"2026-09-01T04:00:00Z","close":16.83,"dollar_volume":19686.251596,"return_pct":-0.8249852681202152},{"symbol":"WTIB","time":"2026-08-06T04:00:00Z","close":22.06,"dollar_volume":4412,"return_pct":-14.595431668602398}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"RSSX","time":"2026-09-04T04:00:00Z","close":27.93,"dollar_volume":5576,"return_pct":-0.604982206405702},{"symbol":"SATO","time":"2026-06-04T04:00:00Z","close":18.14,"dollar_volume":1814,"return_pct":-4.173269941891178},{"symbol":"SBIT","time":"2026-09-04T04:00:00Z","close":34.29,"dollar_volume":324873.52352,"return_pct":4.942616679418532},{"symbol":"SCMC","time":"2026-09-02T04:00:00Z","close":24.82,"dollar_volume":94564.2,"return_pct":0.060471679096951725},{"symbol":"STCE","time":"2026-09-04T04:00:00Z","close":69.33,"dollar_volume":101880.146586,"return_pct":-0.2804746494067034}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"MSSE","time":"2026-09-04T04:00:00Z","close":26.395,"dollar_volume":6413.985,"return_pct":2.3062015503875877},{"symbol":"NEHI","time":"2026-09-04T04:00:00Z","close":31.865,"dollar_volume":14589.59,"return_pct":0.9664131812420873},{"symbol":"OWNB","time":"2026-08-26T04:00:00Z","close":20.48,"dollar_volume":6104.0001,"return_pct":-2.6615969581748944},{"symbol":"QBF","time":"2026-09-04T04:00:00Z","close":18.08,"dollar_volume":9041,"return_pct":1.2885154061624382},{"symbol":"QETH","time":"2026-09-04T04:00:00Z","close":24.45,"dollar_volume":105095.99900000001,"return_pct":-2.3562300319488805}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"ISSB","time":"2026-08-31T04:00:00Z","close":22.72,"dollar_volume":4520,"return_pct":0.4420866489831976},{"symbol":"KRYP","time":"2026-08-14T04:00:00Z","close":17.17,"dollar_volume":3435,"return_pct":-2.719546742209611},{"symbol":"LFGY","time":"2026-09-04T04:00:00Z","close":20.735,"dollar_volume":8319.37,"return_pct":-0.3604036520903353},{"symbol":"MNRS","time":"2026-09-03T04:00:00Z","close":33.76,"dollar_volume":5435.36,"return_pct":7.893895813358887},{"symbol":"MSBT","time":"2026-09-04T04:00:00Z","close":22.91,"dollar_volume":630000.15794,"return_pct":-2.2819364470036296}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"HBIT","time":"2026-09-03T04:00:00Z","close":25.34,"dollar_volume":6284.32,"return_pct":1.2385137834598492},{"symbol":"HBTC","time":"2026-06-05T04:00:00Z","close":17.45,"dollar_volume":1745,"return_pct":-11.376333164042673},{"symbol":"HODL","time":"2026-09-04T04:00:00Z","close":22.57,"dollar_volume":1265685.014853,"return_pct":-2.3788927335640198},{"symbol":"IBLC","time":"2026-09-04T04:00:00Z","close":47.84,"dollar_volume":5501.6,"return_pct":-0.4577611319184327},{"symbol":"ISBG","time":"2026-09-04T04:00:00Z","close":16.78,"dollar_volume":8620.96196,"return_pct":7.15197956577267}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"EZPZ","time":"2026-09-03T04:00:00Z","close":20.56,"dollar_volume":3104.56,"return_pct":6.4733298808907325},{"symbol":"FBTC","time":"2026-09-04T04:00:00Z","close":69.435,"dollar_volume":7446776.762639999,"return_pct":-2.4378249262329676},{"symbol":"FETH","time":"2026-09-04T04:00:00Z","close":24.475,"dollar_volume":1025551.09832,"return_pct":-2.490039840637448},{"symbol":"GBTC","time":"2026-09-04T04:00:00Z","close":61.76,"dollar_volume":5642259.453488,"return_pct":-2.3557312252964424},{"symbol":"GDLC","time":"2026-09-03T04:00:00Z","close":36.96,"dollar_volume":13246.166078,"return_pct":3.0962343096234246}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"ETHV","time":"2026-09-04T04:00:00Z","close":35.92,"dollar_volume":101202.875961,"return_pct":-2.391304347826073},{"symbol":"ETHW","time":"2026-09-04T04:00:00Z","close":17.58,"dollar_volume":165474.100284,"return_pct":-2.3061961656015706},{"symbol":"ETTY","time":"2026-08-27T04:00:00Z","close":10.05,"dollar_volume":2010.0000000000002,"return_pct":19.217081850533813},{"symbol":"EZBC","time":"2026-09-04T04:00:00Z","close":46.09,"dollar_volume":374366.471116,"return_pct":-2.413720093161109},{"symbol":"EZET","time":"2026-09-04T04:00:00Z","close":18.62,"dollar_volume":28637.088705,"return_pct":-2.3597273203985303}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"EHCC","time":"2026-08-14T04:00:00Z","close":19.45,"dollar_volume":1945,"return_pct":-3.1374501992031845},{"symbol":"EHY","time":"2026-09-03T04:00:00Z","close":7.96,"dollar_volume":1233.8,"return_pct":-5.463182897862229},{"symbol":"ETCO","time":"2026-08-27T04:00:00Z","close":9.08,"dollar_volume":908,"return_pct":9.397590361445785},{"symbol":"ETH","time":"2026-09-04T04:00:00Z","close":23.42,"dollar_volume":1171654.668841,"return_pct":-2.5384935497295036},{"symbol":"ETHE","time":"2026-09-04T04:00:00Z","close":19.745,"dollar_volume":1249654.593481,"return_pct":-2.517896815601073}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"CBXL","time":"2026-03-12T04:00:00Z","close":20.44,"dollar_volume":4088.0000000000005,"return_pct":-1.256038647342983},{"symbol":"CBXO","time":"2026-09-02T04:00:00Z","close":22.17,"dollar_volume":2217,"return_pct":0},{"symbol":"CBXY","time":"2026-08-21T04:00:00Z","close":23.26,"dollar_volume":2326,"return_pct":4.727600180099056},{"symbol":"CRPT","time":"2026-09-04T04:00:00Z","close":15.585,"dollar_volume":12422.5,"return_pct":2.062868369351678},{"symbol":"DFII","time":"2026-09-04T04:00:00Z","close":13.73,"dollar_volume":4385.06656,"return_pct":-1.717967072297777}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"CBTL","time":"2026-08-21T04:00:00Z","close":19.01,"dollar_volume":5703.000000000001,"return_pct":6.260480715483507},{"symbol":"CBTO","time":"2026-09-03T04:00:00Z","close":19.9,"dollar_volume":5967.9999,"return_pct":0.45431600201917277},{"symbol":"CBTY","time":"2026-08-24T04:00:00Z","close":21.54,"dollar_volume":4308,"return_pct":6.003937007874005},{"symbol":"CBXA","time":"2026-08-24T04:00:00Z","close":22.86,"dollar_volume":6864.9999,"return_pct":4.288321167883202},{"symbol":"CBXJ","time":"2026-08-26T04:00:00Z","close":21.42,"dollar_volume":2142,"return_pct":0.04670714619336991}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"CBOL","time":"2026-07-23T04:00:00Z","close":23.44,"dollar_volume":2344,"return_pct":-0.12782275244992425},{"symbol":"CBOO","time":"2026-09-04T04:00:00Z","close":24.61,"dollar_volume":2461,"return_pct":0.20358306188925646},{"symbol":"CBOY","time":"2026-07-29T04:00:00Z","close":24.5,"dollar_volume":4900,"return_pct":-0.20366598778004397},{"symbol":"CBTA","time":"2026-08-24T04:00:00Z","close":23.39,"dollar_volume":2385.78,"return_pct":4.700089525514772},{"symbol":"CBTJ","time":"2026-08-27T04:00:00Z","close":19.93,"dollar_volume":5979.999900000001,"return_pct":0.35246727089628394}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"BTCW","time":"2026-09-04T04:00:00Z","close":84.35,"dollar_volume":34062.755,"return_pct":-2.451717358621497},{"symbol":"BTCZ","time":"2026-09-04T04:00:00Z","close":3.32,"dollar_volume":3797729.826009,"return_pct":4.402515723270439},{"symbol":"BTRN","time":"2026-08-31T04:00:00Z","close":26.28,"dollar_volume":5228,"return_pct":0.8442056792018482},{"symbol":"CBOA","time":"2026-05-04T04:00:00Z","close":24.62,"dollar_volume":2462,"return_pct":0.5308289097591068},{"symbol":"CBOJ","time":"2026-09-03T04:00:00Z","close":24.23,"dollar_volume":9694,"return_pct":0.20678246484697738}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots

Sep8 02:04UTC collected current Nasdaq directories13154non-testunique symbols,142keywordmatches; IEX snapshots latestcompletedSep4, not consolidatedvolume/currentquote. Namefilter maymissrenamedtreasuryfirms andreturnfalsepositives; names in savedus_crypto_matches.csv. [{"symbol":"BTCI","time":"2026-09-04T04:00:00Z","close":32.855,"dollar_volume":354651.67202999996,"return_pct":-1.8374663878099828},{"symbol":"BTCK","time":"2026-09-03T04:00:00Z","close":31.5,"dollar_volume":6331.5,"return_pct":33.6444633008061},{"symbol":"BTCL","time":"2026-09-04T04:00:00Z","close":18.535,"dollar_volume":16624.5003,"return_pct":-4.851129363449691},{"symbol":"BTCO","time":"2026-09-04T04:00:00Z","close":78.67,"dollar_volume":165958.447256,"return_pct":-3.211122047244097},{"symbol":"BTCU","time":"2026-09-04T04:00:00Z","close":25.41,"dollar_volume":3786.09,"return_pct":-5.186567164179101}] https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt ; https://runway.adityaperswal.workers.dev/data/stock-snapshots