Notes

{"quality":{"symbol":"LINK","timeframe":"1Day","original":1346,"used":1346,"duplicates":0,"removed":0,"missing":0,"start":"2023-01-01 00:00:00+00:00","end":"2026-09-07 00:00:00+00:00"},"base":{"symbol":"LINK","timeframe":"1Day","window":"holdout","threshold":10,"slippage":0.001,"bars":250,"return_pct":1.288059858720735,"drawdown_pct":1.6822768709587543,"n":1,"win_rate_pct":100,"avg_win_pct":1.291280008367539,"avg_loss_pct":null,"expectancy_pct":1.291280008367539,"quarterKelly":null,"open_trades":0,"returns":[0.01291280008367539]},"stress_return":0.8837150957774611,"development":[{"threshold":5,"slippage":0.001,"return":8.37544267816178,"n":9,"dd":15.651375456176709,"winrate":66.66666666666666},{"threshold":5,"slippage":0.003,"return":4.543302522577778,"n":9,"dd":17.155742923875895,"winrate":55.55555555555556},{"threshold":10,"slippage":0.001,"return":-25.55480913027796,"n":16,"dd":32.81796500467674,"winrate":50},{"threshold":10,"slippage":0.003,"return":-30.170058139462665,"n":16,"dd":36.476772098221566,"winrate":37.5},{"threshold":15,"slippage":0.001,"return":-14.583330670432623,"n":28,"dd":38.110243420573696,"winrate":53.57142857142857},{"threshold":15,"slippage":0.003,"return":-23.633754354394068,"n":28,"dd":42.07003730495627,"winrate":46.42857142857143}]} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. ATII|10.65|331|3525.15|0.09389671361502147|0.09398496240602405|2026-09-04T04:00:00Z;ATRO|76.29|14402|1098728.58|1.6057150347358686|2.3614651818059995|2026-09-04T04:00:00Z;AVBH|31.89|8254|263220.06|0.7525870178739479|0.6787687450670932|2026-09-04T04:00:00Z;AVXL|2.86|26402|75509.72|3.146853146853142|0.7042253521126751|2026-09-04T04:00:00Z;BDMD|1.08|412|444.96|0.9259259259259267|-5.263157894736825|2026-09-04T04:00:00Z;BBLG|0.5501|160|88.016|0.0|-2.2912966252220057|2026-09-02T04:00:00Z;BCCQ|10.01|3000|30030.0|0.0|-0.29880478087648266|2026-09-04T04:00:00Z;BASV|31.88|100|3188.0|0.0|-0.6853582554517179|2026-08-25T04:00:00Z;BCGWW|0.1816|2700|490.3200000000001|35.29735682819384|21.6342933690556|2026-02-19T05:00:00Z;BCIC|7.29|1077|7851.33|1.234567901234566|-0.34176349965824304|2026-09-04T04:00:00Z;AVGB|50.96|200|10192.0|0.0|0.45338064261779554|2026-08-24T04:00:00Z;AVAH|13.59|155839|2117852.01|2.317880794701983|-0.3665689149560114|2026-09-04T04:00:00Z;BBSI|33.86|6216|210473.76|2.7466036621382153|0.14788524105293632|2026-09-04T04:00:00Z;AVGX|39.65|13943|552839.95|2.1185372005044045|0.29088149740736924|2026-09-04T04:00:00Z;BAND|43.74|27404|1198650.96|6.458619112940107|-7.015306122448973|2026-09-04T04:00:00Z;BCYC|4.3|20962|90136.6|3.720930232558143|1.775147928994092|2026-09-04T04:00:00Z;AVGG|23.125|3586|82926.25|1.4054054054054024|0.30362177401865864|2026-09-04T04:00:00Z;BBUL|13.17|300|3951.0|0.07593014426727249|8.663366336633672|2026-08-27T04:00:00Z;AVXC|84.55|2476|209345.8|0.5854523950325137|2.348383972884638|2026-09-04T04:00:00Z;AXIN|10.33|100|1033.0|0.0|0.0|2026-09-03T04:00:00Z;BEAT|0.427|3266|1394.582|5.38641686182669|0.8026440037771421|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. BDTX|2.115|18836|39838.14000000001|3.0732860520094536|0.23696682464455776|2026-09-04T04:00:00Z;BDSX|25.87|2719|70340.53|0.7344414379590308|-2.707784881534403|2026-09-04T04:00:00Z;ATLCP|24.02|100|2402.0|0.0|-0.8257638315441795|2026-08-18T04:00:00Z;BEAG|10.8|200|2160.0|0.0|1.2183692596063889|2026-08-28T04:00:00Z;BBNX|19.41|82616|1603576.56|4.5595054095826795|-2.5602409638554313|2026-09-04T04:00:00Z;AVOS|27.95|100|2795.0|0.0|0.4672897196261738|2026-08-14T04:00:00Z;BCAL|21.89|9259|202679.51|0.5938784833257311|0.9220839096357736|2026-09-04T04:00:00Z;ATLQW|0.045|800|36.0|0.0||2026-09-01T04:00:00Z;ATXG|4.64|414|1920.96|4.956896551724128|20.207253886010367|2026-08-19T04:00:00Z;AUPH|16.075|32964|529896.2999999999|1.8040435458786883|-0.21725636250775615|2026-09-04T04:00:00Z;BAOS|0.3231|291957|94331.3067|16.682141751779636|15.475339528234455|2026-09-04T04:00:00Z;BANR|71.18|10070|716782.6000000001|1.215228996909237|0.16887137630172688|2026-09-04T04:00:00Z;BCTXL|0.91|11687|10635.17|7.692307692307686|-8.080808080808078|2026-09-04T04:00:00Z;AUGO|84.87|57855|4910153.850000001|2.7689407328855995|-3.578732106339455|2026-09-04T04:00:00Z;AZI|1.235|433|534.755|1.214574898785417|-2.7559055118110187|2026-09-04T04:00:00Z;BACC|10.48|409|4286.320000000001|0.0|-0.04768717215067886|2026-08-31T04:00:00Z;BAIV|29.05|1915|55630.75|0.10327022375215537|-0.06879944960440643|2026-08-27T04:00:00Z;ATIIW|1.36|700|952.0|0.0|-2.857142857142847|2026-09-04T04:00:00Z;AYTU|2.25|825|1856.25|0.8888888888888897|-2.1739130434782483|2026-09-04T04:00:00Z;BACCU|11.12|100|1112.0|0.0|6.1068702290076216|2026-07-23T04:00:00Z;BBIO|74.86|102821|7697180.06|1.4560512957520562|-0.7030110094176978|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

{"quality":{"symbol":"LTC","timeframe":"1Day","original":1346,"used":1346,"duplicates":0,"removed":0,"missing":0,"start":"2023-01-01 00:00:00+00:00","end":"2026-09-07 00:00:00+00:00"},"base":{"symbol":"LTC","timeframe":"1Day","window":"holdout","threshold":10,"slippage":0.001,"bars":250,"return_pct":0.4534949955217962,"drawdown_pct":2.4539472552637887,"n":1,"win_rate_pct":100,"avg_win_pct":0.45462873301059475,"avg_loss_pct":null,"expectancy_pct":0.45462873301059475,"quarterKelly":null,"open_trades":0,"returns":[0.004546287330105947]},"stress_return":0.0524818388136373,"development":[{"threshold":5,"slippage":0.001,"return":21.157526594018726,"n":2,"dd":1.1854302353630275,"winrate":100},{"threshold":5,"slippage":0.003,"return":20.192128937302694,"n":2,"dd":1.1854302353630386,"winrate":100},{"threshold":10,"slippage":0.001,"return":119.56380102932307,"n":12,"dd":10.621080965301333,"winrate":91.66666666666666},{"threshold":10,"slippage":0.003,"return":109.27363365104696,"n":12,"dd":10.977884105568991,"winrate":91.66666666666666},{"threshold":15,"slippage":0.001,"return":121.48094268685348,"n":20,"dd":13.114842223628841,"winrate":80},{"threshold":15,"slippage":0.003,"return":104.45260773004388,"n":20,"dd":13.461690199326847,"winrate":80}]} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. BCCQW|1.0|200|200.0|1.0000000000000009|-0.990099009900991|2026-09-03T04:00:00Z;BBLGW|8.89|100|889.0|0.0|-88.89027743064234|2026-07-21T04:00:00Z;AVGO|357.835|835744|299058454.24|1.7466150600136936|0.1819785265338547|2026-09-04T04:00:00Z;BAIG|14.7|340|4998.0|0.0|-1.9346230820547095|2026-09-04T04:00:00Z;BCDA|1.075|511|549.3249999999999|0.0|-1.3761467889908396|2026-09-04T04:00:00Z;BCG|1.31|283|370.73|0.7633587786259548|-0.7575757575757569|2026-09-04T04:00:00Z;ATLO|32.35|392|12681.2|0.0|1.1253516723976231|2026-09-04T04:00:00Z;AVL|37.68|11610|437464.8|2.707006369426741|0.3996802557953538|2026-09-04T04:00:00Z;AUC|6.67|106|707.02|0.0|-9.986504723346833|2026-09-02T04:00:00Z;BDYN|28.26|6342|179224.92|0.389242745930642|0.0|2026-09-04T04:00:00Z;BCRX|9.95|128154|1275132.2999999998|2.0100502512562746|-1.5825914935707286|2026-09-04T04:00:00Z;BBBYW|0.84|212|178.07999999999998|0.0|8.345156713530244|2026-09-04T04:00:00Z;ATTO|25.34|17926|454244.84|11.957379636937652|4.151253596383064|2026-09-04T04:00:00Z;ATRA|9.56|132|1261.92|0.0|2.2459893048128343|2026-09-04T04:00:00Z;BCLO|49.695|662|32898.090000000004|0.0301841231512236|0.33313143549362767|2026-09-04T04:00:00Z;BAER|1.12|34526|38669.12|3.5714285714285543|1.81818181818183|2026-09-04T04:00:00Z;BCML|30.49|778|23721.22|0.1311905542801007|0.2960526315789469|2026-09-03T04:00:00Z;AVT|92.03|49798|4582909.94|1.9667499728349476|1.3657891838308123|2026-09-04T04:00:00Z;AVX|3.625|784|2842.0|0.0|-0.4120879120879106|2026-09-04T04:00:00Z;AUUD|1.01|607|613.07|0.0|0.0|2026-09-04T04:00:00Z;AURE|1.53|100|153.0|0.0|-7.2727272727272645|2026-09-03T04:00:00Z;AZ|6.155|9597|59069.535|5.361494719740049|3.445378151260514|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. BCCQU|10.39|100|1039.0|0.0|0.28957528957529455|2026-09-02T04:00:00Z;BACCR|0.46|2500|1150.0|0.0|4.545454545454541|2026-08-14T04:00:00Z;AXG|2.245|1627|3652.615|2.672605790645882|-1.5350877192982337|2026-09-04T04:00:00Z;ATRC|51.51|60764|3129953.64|2.844107940205792|-1.7921830314585385|2026-09-04T04:00:00Z;AVUQ|67.9|103|6993.700000000001|0.0|-0.11768167107972793|2026-08-11T04:00:00Z;BAFN|6.73|3777|25419.210000000003|5.423476968796423|-6.527777777777777|2026-09-04T04:00:00Z;AVGU|29.51|1042|30749.42|1.7282277194171398|0.23777173913044347|2026-09-04T04:00:00Z;BASG|28.97|100|2897.0|0.0|-0.1034482758620725|2026-08-27T04:00:00Z;AXTI|61.62|184560|11372587.2|9.972411554690042|9.585630446380943|2026-09-04T04:00:00Z;AXSM|206.56|24806|5123927.36|1.091692486444628|-0.9161989734734033|2026-09-04T04:00:00Z;AZIO|1.195|1563|1867.785|4.184100418410045|3.0172413793103647|2026-09-04T04:00:00Z;BANL|9.195|2076|19088.82|81.34855899945623|-39.90196078431373|2026-09-04T04:00:00Z;AUTL|2.225|177953|395945.425|3.3707865168539204|-2.8384279475982543|2026-09-04T04:00:00Z;BCAX|23.15|33173|767954.95|1.6630669546436354|-0.771538791255888|2026-09-04T04:00:00Z;BBYY|9.765|109|1064.385|0.0|-0.7117437722419906|2026-08-07T04:00:00Z;BEAM|29.69|37409|1110673.21|2.7618726844055246|0.8663156106675896|2026-09-04T04:00:00Z;AVAV|144.54|35375|5113102.5|2.3799640237996584|-1.7436524931171649|2026-09-04T04:00:00Z;BATRA|55.89|2567|143469.63|0.2594381821435017|-0.5869797225186768|2026-09-04T04:00:00Z;AXINU|10.67|100|1067.0|0.0|0.09380863039398779|2026-08-04T04:00:00Z;ATLQU|10.1|300|3030.0|0.0||2026-09-02T04:00:00Z;AXON|516.05|28152|14527839.6|3.106288150373043|-4.0638768567232475|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

{"quality":{"symbol":"SOL","timeframe":"1Day","original":928,"used":743,"duplicates":0,"removed":185,"missing":0,"start":"2024-08-26 00:00:00+00:00","end":"2026-09-07 00:00:00+00:00"},"base":{"symbol":"SOL","timeframe":"1Day","window":"holdout","threshold":10,"slippage":0.001,"bars":250,"return_pct":-0.06884021054507684,"drawdown_pct":3.163371863274589,"n":1,"win_rate_pct":0,"avg_win_pct":null,"avg_loss_pct":0.06901231107143345,"expectancy_pct":-0.06901231107143345,"quarterKelly":null,"open_trades":0,"returns":[-0.0006901231107143345]},"stress_return":-0.4677681905269128,"development":[{"threshold":5,"slippage":0.001,"return":-16.56023922910641,"n":5,"dd":26.77193450105141,"winrate":20},{"threshold":5,"slippage":0.003,"return":-18.21246427963003,"n":5,"dd":27.934265144272487,"winrate":20},{"threshold":10,"slippage":0.001,"return":-10.646139839658462,"n":7,"dd":30.89345361701946,"winrate":42.857142857142854},{"threshold":10,"slippage":0.003,"return":-13.1133563936041,"n":7,"dd":31.717779896091336,"winrate":42.857142857142854},{"threshold":15,"slippage":0.001,"return":-3.7170615403098237,"n":12,"dd":29.39994259204117,"winrate":50},{"threshold":15,"slippage":0.003,"return":-8.229497323338327,"n":12,"dd":31.34933381066175,"winrate":50}]} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. ATYR|0.4988|1401|698.8188|2.365677626303134|-0.5582137161084577|2026-09-04T04:00:00Z;AVTX|19.245|76990|1481672.55|3.377500649519348|1.2361914781693795|2026-09-04T04:00:00Z;BBOT|8.98|5913|53098.740000000005|3.5077951002227112|1.012373453318327|2026-09-04T04:00:00Z;ATLCL|25.19|100|2519.0|0.0|0.11923688394277487|2026-08-31T04:00:00Z;AUROW|0.13|800|104.0|0.0|17.01170117011701|2026-08-19T04:00:00Z;BDVL|26.83|6806|182604.98|0.3354453969437192|-0.26022304832713505|2026-09-04T04:00:00Z;BABU|9.835|100|983.5|0.0|0.4596527068437384|2026-09-04T04:00:00Z;BBB|31.69|100|3169.0|0.0|0.5712472231037768|2026-09-03T04:00:00Z;BBGI|17.56|747|13117.32|1.4236902050113895|-4.09612233752048|2026-09-04T04:00:00Z;ATPC|2.36|132|311.52|0.0|-1.2552301255230214|2026-09-01T04:00:00Z;BCPC|172.11|3681|633536.91|1.0022659926791138|0.373243132909562|2026-09-04T04:00:00Z;ATNI|30.97|1688|52277.36|1.4045850823377422|0.2589834898025112|2026-09-04T04:00:00Z;AVNW|19.8|3665|72567.0|1.565656565656559|3.178738926524227|2026-09-04T04:00:00Z;AVIR|5.83|8999|52464.17|2.2298456260720547|0.1718213058419238|2026-09-04T04:00:00Z;AVR|9.05|13764|124564.2|3.5359116022099477|3.7844036697247674|2026-09-04T04:00:00Z;ATOS|2.51|177|444.27|0.0|-0.7905138339920903|2026-09-04T04:00:00Z;BANFP|27.51|100|2751.0|0.0|2.9180695847362603|2026-08-24T04:00:00Z;BANF|112.76|4894|551847.4400000001|1.9510464703795696|0.9399337570495048|2026-09-04T04:00:00Z;AUR|6.325|1166073|7375411.725000001|3.320158102766798|0.07911392405062223|2026-09-04T04:00:00Z;AVO|12.66|25695|325298.7|1.4218009478672964|0.8363201911589124|2026-09-04T04:00:00Z;AWRE|1.24|579|717.96|1.2096774193548308|-2.3622047244094557|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. ASPSW|0.32|184|58.88|0.0|-5.854663136216532|2026-08-04T04:00:00Z;ARDX|3.78|212564|803491.9199999999|2.513227513227507|1.6129032258064502|2026-09-04T04:00:00Z;APMCU|9.99|115|1148.85|0.0|0.10020040080160886|2026-08-05T04:00:00Z;ASTS|62.29|245439|15288395.31|6.501846203242904|0.30595813204508104|2026-09-04T04:00:00Z;ARTC|9.99|200|1998.0|0.0|0.10020040080160886|2026-08-24T04:00:00Z;ATER|0.6164|394622|243245.0008|53.17975340687865|-1.3286377461181553|2026-09-04T04:00:00Z;AOHY|11.01|1362|14995.62|0.0|-0.09074410163338875|2026-09-04T04:00:00Z;ATHR|2.87|290|832.3000000000001|2.7874564459930338|-14.71025260029718|2026-09-02T04:00:00Z;APURR|0.17|100|17.0|0.0|6.25|2026-07-02T04:00:00Z;ASND|270.665|44321|11996143.465000002|1.9784604585003458|-0.20463092692279972|2026-09-04T04:00:00Z;AQLG|0.0|0|0.0|||;APXTW|0.2901|1800|522.1800000000001|0.034470872113079795|-3.299999999999992|2026-08-31T04:00:00Z;ARQQ|21.31|6075|129458.25|4.012200844673864|3.1961259079903215|2026-09-04T04:00:00Z;ARCLU|10.2|200|2040.0|0.0|0.14727540500734104|2026-08-19T04:00:00Z;AMZN|258.405|1198305|309648003.525|2.2406687177105566|-0.20275750202758402|2026-09-04T04:00:00Z;ARRY|4.59|109374|502026.66|2.6143790849673225|1.1013215859030812|2026-09-04T04:00:00Z;ARKO|4.885|69287|338466.995|3.889457523029691|1.0341261633919352|2026-09-04T04:00:00Z;ARBB|4.27|311|1327.9699999999998|2.4590163934426332|-10.199789695057838|2026-08-28T04:00:00Z;ARBE|0.6276|15957|10014.613200000002|2.007648183556414|0.3036599009109908|2026-09-04T04:00:00Z;ATOM|4.035|13747|55469.145|1.8587360594795472|2.541296060991116|2026-09-04T04:00:00Z;BDMDW|0.1164|300|34.92|2.7491408934707975|111.63636363636363|2026-02-25T05:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

{"quality":{"symbol":"ETH","timeframe":"1Day","original":1346,"used":1346,"duplicates":0,"removed":0,"missing":0,"start":"2023-01-01 00:00:00+00:00","end":"2026-09-07 00:00:00+00:00"},"base":{"symbol":"ETH","timeframe":"1Day","window":"holdout","threshold":10,"slippage":0.001,"bars":250,"return_pct":-5.668803940485122,"drawdown_pct":5.706008190932533,"n":1,"win_rate_pct":0,"avg_win_pct":null,"avg_loss_pct":5.682975950336337,"expectancy_pct":-5.682975950336337,"quarterKelly":null,"open_trades":0,"returns":[-0.056829759503363365]},"stress_return":-6.045376708904642,"development":[{"threshold":5,"slippage":0.001,"return":7.778148110901021,"n":9,"dd":13.205509432428252,"winrate":55.55555555555556},{"threshold":5,"slippage":0.003,"return":3.967128205803292,"n":9,"dd":13.205509432428252,"winrate":44.44444444444444},{"threshold":10,"slippage":0.001,"return":12.482931104930849,"n":18,"dd":25.167666862908934,"winrate":50},{"threshold":10,"slippage":0.003,"return":4.668809987685181,"n":18,"dd":26.697234721016027,"winrate":44.44444444444444},{"threshold":15,"slippage":0.001,"return":15.07732161020298,"n":26,"dd":21.327887674537173,"winrate":53.84615384615385},{"threshold":15,"slippage":0.003,"return":3.710546655432809,"n":26,"dd":25.61245694458979,"winrate":50}]} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. AQST|5.34|76287|407372.58|3.089887640449439|-0.18691588785045843|2026-09-04T04:00:00Z;AREC|2.42|87689|212207.38|5.785123966942154|-0.4115226337448652|2026-09-04T04:00:00Z;API|4.23|4893|20697.390000000003|2.3640661938534193|1.8050541516245522|2026-09-04T04:00:00Z;ARCI|10.11|100|1011.0|0.0|-0.19743336623890828|2026-09-04T04:00:00Z;ASLE|5.8|31717|183958.6|4.39655172413793|2.8368794326241176|2026-09-04T04:00:00Z;AOUT|14.5|32143|466073.5|7.793103448275855|45.43630892678032|2026-09-04T04:00:00Z;ANIP|71.28|8981|640165.68|1.0381593714927175|-0.9449694274596854|2026-09-04T04:00:00Z;APLMW|0.0113|1560|17.628|0.0|-24.161073825503365|2026-09-02T04:00:00Z;ANEL|25.55|357|9121.35|0.782778864970643|3.1906300484652705|2026-09-04T04:00:00Z;APPF|214.01|26426|5655428.26|3.941404607261331|-4.222515607867705|2026-09-04T04:00:00Z;APVO|1.75|981|1716.75|1.9999999999999953|1.1560693641618602|2026-09-04T04:00:00Z;ANGH|3.55|225|798.75|0.0|-1.1142061281337101|2026-09-03T04:00:00Z;APA|42.78|329985|14116758.3|2.4894810659186484|-3.146932306995698|2026-09-04T04:00:00Z;ARCLW|0.0627|200|12.54|0.1594896331738261|-50.158982511923675|2026-08-25T04:00:00Z;ASUR|9.25|2919|27000.75|1.0810810810810771|1.4254385964912464|2026-09-04T04:00:00Z;ANL|15.0|16014|240210.0|7.133333333333346|1.9021739130434812|2026-09-04T04:00:00Z;ASEC|0.0|0|0.0|||;APLM|27.495|206|5663.97|0.0|3.9508506616257044|2026-09-04T04:00:00Z;AMYY|13.45|108|1452.6|0.0|-0.7013658176448945|2026-09-04T04:00:00Z;ANDE|69.42|41197|2859895.74|2.2904062229904976|-0.17256255392580355|2026-09-04T04:00:00Z;ARXS|53.58|48241|2584752.78|2.3422918999626776|0.6197183098591408|2026-09-04T04:00:00Z;ARTL|5.98|317|1895.66|1.5050167224080242|-8.141321044546846|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. ANAB|56.73|30275|1717500.75|3.939714436805922|-1.5275125846207271|2026-09-04T04:00:00Z;ATAI|7.4|2243493|16601848.2|1.3513513513513584|0.8174386920980936|2026-09-04T04:00:00Z;ATHE|4.52|191|863.3199999999999|0.0|0.4444444444444251|2026-09-04T04:00:00Z;APWC|1.54|387|595.98|0.0|4.761904761904767|2026-08-03T04:00:00Z;ASPCR|0.0772|552|42.6144|0.0|-29.81818181818181|2026-08-21T04:00:00Z;ARAY|0.269|1456|391.664|2.82527881040892|1.5861027190332555|2026-09-04T04:00:00Z;ARQT|23.88|67874|1620831.12|2.7219430485762084|0.9298393913778513|2026-09-04T04:00:00Z;ASPCU|14.97|403|6032.91|0.0|-5.6710775047258855|2026-02-09T05:00:00Z;AMZD|8.48|972770|8249089.600000001|2.240566037735843|0.17720023626699444|2026-09-04T04:00:00Z;AOSL|25.2|16585|417942.0|2.1428571428571397|3.109656301145658|2026-09-04T04:00:00Z;APMC|9.94|300|2982.0|0.05030181086519901|-0.15067805123054612|2026-08-26T04:00:00Z;ASBP|9.03|310|2799.3|0.33222591362127507|-1.7410228509249226|2026-09-04T04:00:00Z;ASD|27.73|100|2773.0|0.0|0.8363636363636351|2026-08-17T04:00:00Z;ASTH|38.395|10840|416201.8000000001|2.8258887876025542|1.870522685062359|2026-09-04T04:00:00Z;APLD|26.375|688822|18167680.25|2.483412322274886|1.8339768339768359|2026-09-04T04:00:00Z;ASCI|37.16|200|7431.999999999999|0.026910656620016175|2.666114104158024|2026-08-27T04:00:00Z;AQMS|3.0|460|1380.0|4.3333333333333295|3.806228373702414|2026-09-04T04:00:00Z;ATAT|34.38|16577|569917.26|0.8726003490401313|-0.6501950585175442|2026-09-04T04:00:00Z;ARMY|27.52|393|10815.36|0.0|15.971344289928346|2026-08-10T04:00:00Z;ASYS|14.95|8224|122948.8|3.8795986622073584|4.108635097493041|2026-09-04T04:00:00Z;ANNX|4.865|83276|405137.74|2.0554984583761673|0.5165289256198413|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

{"quality":{"symbol":"BTC","timeframe":"1Day","original":1346,"used":1346,"duplicates":0,"removed":0,"missing":0,"start":"2023-01-01 00:00:00+00:00","end":"2026-09-07 00:00:00+00:00"},"base":{"symbol":"BTC","timeframe":"1Day","window":"holdout","threshold":10,"slippage":0.001,"bars":250,"return_pct":-18.925773395221675,"drawdown_pct":19.282984832804328,"n":2,"win_rate_pct":0,"avg_win_pct":null,"avg_loss_pct":9.515207889532338,"expectancy_pct":-9.515207889532338,"quarterKelly":null,"open_trades":0,"returns":[-0.0030694778471695057,-0.18723467994347723]},"stress_return":-19.571782525521822,"development":[{"threshold":5,"slippage":0.001,"return":9.943883750082387,"n":11,"dd":11.973383147811045,"winrate":63.63636363636363},{"threshold":5,"slippage":0.003,"return":5.211214594212361,"n":11,"dd":12.860651516343314,"winrate":63.63636363636363},{"threshold":10,"slippage":0.001,"return":1.5463519599201936,"n":28,"dd":27.143943885044752,"winrate":57.14285714285714},{"threshold":10,"slippage":0.003,"return":-9.213111222283315,"n":28,"dd":31.386768133653618,"winrate":53.57142857142857},{"threshold":15,"slippage":0.001,"return":5.646454927796676,"n":37,"dd":24.035884759065816,"winrate":59.45945945945946},{"threshold":15,"slippage":0.003,"return":-8.887268520922516,"n":37,"dd":29.595250064521895,"winrate":56.75675675675676}]} https://runway.adityaperswal.workers.dev/data/crypto-bars

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. AROW|39.59|3275|129657.25|0.7703965647890874|0.0|2026-09-04T04:00:00Z;ARTV|11.155|6749|75285.095|1.792917974002683|0.13464991023337536|2026-09-04T04:00:00Z;ARGX|1033.195|9248|9554987.36|1.582953847047268|-1.8733616988945156|2026-09-04T04:00:00Z;APAC|10.16|303|3078.48|0.0|0.09852216748769127|2026-07-21T04:00:00Z;ASTL|4.7|52786|248094.2|6.276595744680849|5.617977528089879|2026-09-04T04:00:00Z;ATEX|86.05|7291|627390.5499999999|2.161533991865194|-0.9268320764492577|2026-09-04T04:00:00Z;AMUN|26.03|354|9214.62|0.0|-0.42081101759754436|2026-09-01T04:00:00Z;ATEC|9.45|129905|1227602.25|4.285714285714298|1.2861736334405016|2026-09-04T04:00:00Z;ANGO|15.21|17386|264441.06|3.2215647600262995|-1.712439418416789|2026-09-04T04:00:00Z;ARCL|9.97|100|997.0|0.0|-0.10020040080159776|2026-09-04T04:00:00Z;APPX|13.48|7990|107705.2|7.121661721068243|3.932151117964522|2026-09-04T04:00:00Z;ARCB|141.23|7630|1077584.9|1.7276782553281866|2.81741409435059|2026-09-04T04:00:00Z;APYX|3.05|1175|3583.75|0.9836065573770428|0.3289473684210398|2026-09-04T04:00:00Z;APRE|0.7971|1160|924.636|0.5394555262827714|-0.36249999999999893|2026-09-04T04:00:00Z;ASTE|44.195|13262|586114.09|2.6699852924538967|4.331916902738442|2026-09-04T04:00:00Z;APMD|27.22|7206|196147.32|4.041146216017626|-2.6466380543633816|2026-09-04T04:00:00Z;ATC|22.68|11714|265673.52|0.35273368606702754|-0.3076923076923088|2022-08-16T04:00:00Z;ASST|27.135|188475|5114269.125|7.923346231803952|1.287793952967542|2026-09-04T04:00:00Z;ANGHW|0.0074|4430|32.782000000000004|0.0|34.54545454545457|2026-08-26T04:00:00Z;ARMG|17.02|18706|318376.12|4.406580493537016|7.517372078332274|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. APXT|10.13|1600|16208.000000000002|0.0|0.0|2026-09-04T04:00:00Z;ANGI|4.9|47509|232794.1|5.61224489795919|0.9268795056642576|2026-09-04T04:00:00Z;ASPS|5.605|134|751.07|0.0|-1.752848378615246|2026-09-01T04:00:00Z;ANNAW|0.1667|10687|1781.5229|12.2375524895021|-8.70755750273824|2026-09-01T04:00:00Z;AMZZ|34.65|221|7657.65|0.0|0.2024291497975783|2026-09-04T04:00:00Z;APXTU|10.1|100|1010.0|0.0|0.0|2026-03-27T04:00:00Z;ARTCU|9.95|600|5970.0|0.0|0.4036326942482349|2026-04-15T04:00:00Z;ARBK|3.06|254|777.24|0.0|-0.32573289902279035|2026-08-27T04:00:00Z;ASBPW|0.023|665|15.295|4.347826086956526|14.427860696517403|2026-07-13T04:00:00Z;AMTX|1.825|13925|25413.125|2.1917808219178103|0.27472527472527375|2026-09-04T04:00:00Z;AMST|1.07|5168|5529.76|3.738317757009349|0.9433962264151052|2026-09-03T04:00:00Z;ANTX|5.9|2865|16903.5|1.1864406779660914|-0.8403361344537785|2026-09-04T04:00:00Z;ASMG|45.01|470|21154.7|0.17773828038213352|7.679425837320575|2026-09-04T04:00:00Z;ASPC|11.95|549|6560.549999999999|1.5899581589958118|-2.289452166802952|2026-08-24T04:00:00Z;ASTLW|0.01|500|5.0|0.0|42.85714285714286|2026-08-27T04:00:00Z;APOG|39.93|13495|538855.35|3.5812672176308533|4.748163693599161|2026-09-04T04:00:00Z;ANY|2.335|994|2320.99|1.2847965738758136|-6.224899598393585|2026-09-04T04:00:00Z;ASPSZ|0.1999|499|99.7501|0.0|5.599577390385635|2026-08-28T04:00:00Z;ARCT|15.835|28196|446483.66|3.631196716135139|1.734661098618706|2026-09-04T04:00:00Z;ARBEW|0.03|150|4.5|0.0|0.0|2026-08-04T04:00:00Z;ARVR|54.35|100|5435.0|0.0|-5.920027696036012|2026-07-21T04:00:00Z;APMCR|0.12|600|72.0|0.0|0.0|2026-08-10T04:00:00Z;ATCX|3.13|715|2237.95|6.0702875399361|-7.941176470588241|2026-09-03T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. ARQ|2.295|13627|31273.965|4.139433551198266|1.5486725663716783|2026-09-04T04:00:00Z;ANIK|20.84|4517|94134.28|1.5595009596928948|-0.8091385054735944|2026-09-04T04:00:00Z;ANTA|4.0|702|2808.0|0.0|8.695652173913038|2026-08-21T04:00:00Z;ANV|25.67|100|2567.0|0.0|0.29302598163705174|2026-09-04T04:00:00Z;ARWR|86.32|35405|3056159.6|2.606580166821131|-0.2080924855491384|2026-09-04T04:00:00Z;ARTCW|0.3919|200|78.38000000000001|0.025516713447305175|-8.839264945336122|2026-08-20T04:00:00Z;ARLP|26.5|6462|171243.0|0.9056603773584847|1.0293556995806252|2026-09-04T04:00:00Z;ARHS|8.71|65952|574441.92|3.2721010332950646|3.7522334723049555|2026-09-04T04:00:00Z;ARAI|0.2383|555|132.25650000000002|2.3919429290809946|4.243219597550318|2026-09-04T04:00:00Z;ANGL|28.795|7056|203177.52|0.06945650286507926|-0.06940829429116224|2026-09-04T04:00:00Z;ANGU|25.48|500|12740.0|0.0|-0.5076142131979711|2026-09-04T04:00:00Z;AQB|1.185|187|221.595|0.0|-1.6597510373444035|2026-09-03T04:00:00Z;ARCIU|10.15|100|1015.0|0.0|1.60160160160161|2026-06-11T04:00:00Z;APACR|0.1096|200|21.92|0.09124087591241137|-28.366013071895424|2026-08-14T04:00:00Z;ARCIW|0.43|1294|556.42|0.0|-4.444444444444451|2026-08-27T04:00:00Z;ARTW|3.01|702|2113.02|0.0|9.05797101449275|2026-09-02T04:00:00Z;ANIX|3.075|3714|11420.55|1.6260162601626102|0.9852216748768461|2026-09-04T04:00:00Z;ASML|1714.855|77726|133288819.73|2.632584096031442|4.1452083080286695|2026-09-04T04:00:00Z;APC|18.95|5695|107920.25|1.1345646437994716|2.4601243579345677|2026-09-04T04:00:00Z;ANNA|3.02|2240|6764.8|2.980132450331121|-3.6682615629983983|2026-09-04T04:00:00Z;AQWA|18.9|291|5499.9|0.0|-0.2901609074122957|2026-09-03T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. ARCLR|0.1679|200|33.58|1.6676593210244175|-19.240019240019247|2026-08-28T04:00:00Z;ASMU|29.86|1597|47686.42|1.239115874079039|8.227618702428408|2026-09-04T04:00:00Z;APEI|45.29|2969|134466.01|0.7175977036873545|-0.08824178248399983|2026-09-04T04:00:00Z;ATGL|7.31|278|2032.18|0.0|-5.920205920205923|2026-08-28T04:00:00Z;APACU|10.3|300|3090.0|0.0|0.4878048780487809|2026-07-28T04:00:00Z;ARM|252.005|130165|32802230.825|2.908672446975252|3.8724702196941463|2026-09-04T04:00:00Z;APUR|9.93|200|1986.0|0.0|0.10080645161290036|2026-07-21T04:00:00Z;ARKR|5.41|200|1082.0|0.0|-0.5514705882353033|2026-09-03T04:00:00Z;AMZU|37.14|18400|683376.0|3.5541195476575127|-0.3755364806867001|2026-09-04T04:00:00Z;AMUU|176.31|2630|463695.3|5.501673189268895|9.980662466471202|2026-09-04T04:00:00Z;ASTI|3.12|19118|59648.16|7.051282051282058|3.31125827814569|2026-09-04T04:00:00Z;ANPA|3.97|11069|43943.93|16.49874055415618|4.199475065616798|2026-09-04T04:00:00Z;ASO|44.93|92979|4177546.47|2.3592254618295176|2.9324169530355215|2026-09-04T04:00:00Z;ASPI|4.195|155914|654059.2300000001|7.985697258641239|7.564102564102582|2026-09-04T04:00:00Z;ASMB|36.67|7303|267801.01|2.1270793564221466|1.522702104097462|2026-09-04T04:00:00Z;APP|320.495|177757|56970229.715|3.9813413625797565|2.206808578490005|2026-09-04T04:00:00Z;ARCC|20.035|143562|2876264.67|0.7986024457199907|0.09992505620783909|2026-09-04T04:00:00Z;ASRV|4.86|104|505.44000000000005|0.0|-0.8163265306122436|2026-08-28T04:00:00Z;APPN|38.42|66366|2549781.72|4.841228526808952|-5.856407743200198|2026-09-04T04:00:00Z;APPS|10.71|64291|688556.6100000001|3.8281979458450057|-1.698026617714532|2026-09-04T04:00:00Z;ASTC|7.4|341|2523.4|0.0|2.0689655172413834|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. JMKE|20.81|43971|915036.51|5.285920230658345|3.687095166915788|2026-09-04T04:00:00Z;JHMM|74.94|3033|227293.02|0.5070723245262816|0.06008411776488032|2026-09-04T04:00:00Z;JHCB|20.65|500|10325.0|0.07263922518160082|-0.2897151134717668|2026-09-01T04:00:00Z;JNUG|195.7|1055|206463.5|1.870209504343381|-4.92615623785465|2026-09-04T04:00:00Z;JANT|44.94|200|8988.0|0.0|-0.2441731409544956|2026-08-18T04:00:00Z;JAGU|1.62|1821|2950.02|4.320987654320991|2.5316455696202445|2026-09-04T04:00:00Z;JELH|25.63|500|12815.0|0.0|-0.5046583850931818|2026-09-02T04:00:00Z;JHX|30.39|514183|15626021.37|3.3563672260612027|2.564967937900775|2026-09-04T04:00:00Z;IYY|187.41|265|49663.65|0.1867563096953174|0.12822567719186218|2026-09-04T04:00:00Z;JAVA|82.85|4600|381110.0|0.30175015087507545|-0.5760230409216471|2026-09-04T04:00:00Z;JHAC|14.51|4822|69967.22|0.0|-1.826792963464141|2026-02-17T05:00:00Z;JANM|34.25|100|3425.0|0.0|0.20479812755997973|2026-08-25T04:00:00Z;JMM|5.74|346|1986.04|0.0|0.0|2026-09-03T04:00:00Z;JANH|24.91|300|7473.0|0.12043356081895278|0.5651998385143298|2026-08-03T04:00:00Z;IWS|170.33|5450|928298.5|0.48728937943990136|-0.29268863782707655|2026-09-04T04:00:00Z;IYE|67.77|28115|1905353.55|1.3280212483399818|-0.8775778850373062|2026-09-04T04:00:00Z;IZRL|29.11|1300|37843.0|0.5152868430092825|-0.13722126929673895|2026-09-03T04:00:00Z;JBLG|17.63|175|3085.25|0.0|25.30206112295663|2026-08-13T04:00:00Z;JHML|91.2|402|36662.4|0.0|1.468624833110832|2026-09-03T04:00:00Z;AOTG|65.56|121|7932.76|0.0|0.02288504081164877|2026-09-03T04:00:00Z;ARVN|9.38|21057|197514.66|2.505330490405111|0.7518796992481258|2026-09-04T04:00:00Z;ARTNA|36.24|716|25947.84|0.35871964679912405|-0.302613480055014|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. IWFG|54.24|100|5424.0|0.0|0.5748192100871519|2026-07-16T04:00:00Z;IWY|289.07|5245|1516172.15|0.7472238558134597|-0.013835564318087634|2026-09-04T04:00:00Z;JGRW|28.11|100|2811.0|0.0|-1.610080504025202|2026-09-02T04:00:00Z;JBK|26.17|100|2617.0|0.0|1.6310679611650558|2026-05-21T04:00:00Z;JBND|52.4|5872|307692.8|0.0763358778625938|-0.0095410743249702|2026-09-04T04:00:00Z;JLS|16.86|281|4737.66|0.0|-0.6482027106658794|2026-09-03T04:00:00Z;JIII|49.145|220|10811.9|0.0|0.030531243639320138|2026-09-04T04:00:00Z;IWN|224.545|20385|4577349.825|0.9151840388340898|0.45407775242696236|2026-09-04T04:00:00Z;JHI|13.17|2275|29961.75|0.37965072133637595|-0.3028009084027339|2026-09-04T04:00:00Z;JLL|361.99|13631|4934285.69|1.3619160750296988|-0.06211780296232483|2026-09-04T04:00:00Z;JANB|27.75|300|8325.0|0.03603603603604167|-0.25161754133716796|2026-09-01T04:00:00Z;JFLI|54.15|200|10830.0|0.22160664819944126|1.290684624017957|2026-09-03T04:00:00Z;IWM|295.94|843429|249604378.26|0.8785564641481458|0.257470018293926|2026-09-04T04:00:00Z;JHHY|25.48|304|7745.92|0.0|0.11787819253439302|2026-09-03T04:00:00Z;JCE|17.13|1265|21669.45|0.7589025102159895|0.05841121495326895|2026-09-04T04:00:00Z;IXC|58.43|235104|13737126.72|1.403388670203663|-0.764266304347827|2026-09-04T04:00:00Z;IXG|134.7|998|134430.59999999998|0.42316258351892594|0.8988764044943753|2026-09-02T04:00:00Z;JMBS|44.135|22533|994493.955|0.16993315962388772|-0.011327594019039378|2026-09-04T04:00:00Z;JETS|28.815|232568|6701446.92|1.7005032101336055|1.443407850730516|2026-09-04T04:00:00Z;JMUB|48.97|41947|2054144.59|0.2654686542781347|0.0|2026-09-04T04:00:00Z;IWX|112.895|4535|511978.825|0.4428894105141946|-0.7560107248033021|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. JANZ|41.47|116|4810.52|0.0|-0.3604036520903353|2026-09-01T04:00:00Z;JILL|20.18|7750|156395.0|4.707631318136766|5.543933054393291|2026-09-04T04:00:00Z;JDIV|58.08|200|11616.0|0.0|-0.1547189272821048|2026-08-24T04:00:00Z;JHMU|25.64|300|7692.0|0.13650546021840929|-0.46583850931677384|2026-09-01T04:00:00Z;JANW|39.31|200|7862.0|0.10175527855507287|-0.17775520568816816|2026-09-01T04:00:00Z;JENA|10.4|41445|431028.0|0.0|-0.19193857965450478|2026-07-10T04:00:00Z;IYH|72.39|13595|984142.05|0.5525625086337774|-0.9915885933118984|2026-09-04T04:00:00Z;JNJ|275.24|159967|44029317.08|0.9555297195175103|-1.1528101993176443|2026-09-04T04:00:00Z;JHCP|24.64|7704|189826.56|0.10146103896103319|-0.22271714922048602|2026-09-04T04:00:00Z;IYC|100.43|1446|145221.78|0.41322314049585984|-0.9761388286333994|2026-09-04T04:00:00Z;JHEM|41.15|859|35347.85|0.24301336573510163|1.5046867291563792|2026-09-04T04:00:00Z;IYLD|22.28|202|4500.56|0.0|0.49616599007666906|2026-09-04T04:00:00Z;IYF|137.96|7090|978136.4|0.5291388808350171|-0.6624423963133563|2026-09-04T04:00:00Z;IYZ|42.68|16663|711176.84|0.9489222118088124|0.011716461628585861|2026-09-04T04:00:00Z;JACS.U|10.61|300|3183.0|0.3770028275212151|3.109815354713308|2026-03-11T04:00:00Z;JOET|45.69|155|7081.95|0.0|1.084070796460157|2026-09-04T04:00:00Z;JGRO|94.66|6741|638103.0599999999|0.5493344601732475|0.0317024199513849|2026-09-04T04:00:00Z;JELD|2.3|185544|426751.2|6.7391304347826|1.3215859030836885|2026-09-04T04:00:00Z;JMMF|100.21|100|10021.0|0.0|-0.01995410555722943|2026-08-21T04:00:00Z;JBL|310.42|49308|15306189.36|2.345209715868814|1.451075233675403|2026-09-04T04:00:00Z;JOE|66.07|6448|426019.3599999999|0.9308309368851142|-0.22651766837814558|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. IWP|139.72|21246|2968491.12|0.658459776696261|-0.032196901942538325|2026-09-04T04:00:00Z;JCPI|47.33|631|29865.23|0.12676949080920172|0.2117298327334316|2026-09-04T04:00:00Z;JANI|26.03|100|2603.0|0.0|-0.17257909875358912|2026-09-02T04:00:00Z;JANP|35.69|100|3569.0|0.0|0.280977802753557|2026-09-03T04:00:00Z;JABS|49.67|100|4967.0|0.0|-0.6401280256051245|2026-09-01T04:00:00Z;JBS|13.05|497483|6492153.15|4.137931034482752|-0.9111617312072884|2026-09-04T04:00:00Z;JELM|25.92|200|5184.0|1.3117283950617415|1.1709601873536313|2026-09-03T04:00:00Z;JANU|30.7|100|3070.0|0.0|1.0533245556286985|2026-09-04T04:00:00Z;IYW|253.22|11668|2954570.96|0.6397598925835261|0.29706499782151674|2026-09-04T04:00:00Z;JKS|11.97|27901|333974.97000000003|2.2974101921470225|-1.6837782340862417|2026-09-04T04:00:00Z;JHID|43.965|119|5231.835|0.0|-0.9127789046653012|2026-09-01T04:00:00Z;JNEU|33.84|200|6768.000000000001|0.0|0.7142857142857117|2026-08-28T04:00:00Z;JHS|10.86|100|1086.0|0.0|0.0|2026-09-04T04:00:00Z;JCI|144.9|126191|18285075.9|1.7977915804002886|1.8557570645297394|2026-09-04T04:00:00Z;JOBC|25.22|100|2522.0|0.0|-10.851891127606928|2026-08-14T04:00:00Z;IYR|102.14|483804|49415740.56|0.8615625611905323|-0.7192846034214551|2026-09-04T04:00:00Z;JMHI|48.83|907|44288.81|0.020479213598208305|-0.01023855841097987|2026-09-04T04:00:00Z;JHLN|24.58|100|2458.0|0.0|0.3265306122449019|2026-09-03T04:00:00Z;IYM|191.325|4323|827097.975|0.22213511041420775|-0.574234786675687|2026-09-04T04:00:00Z;J|146.13|53734|7852149.42|1.3583795250804171|-0.9355297945901953|2026-09-04T04:00:00Z;JAAA|50.57|63155|3193748.35|0.009887284951557362|0.05935892362485262|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. JFLX|49.71|1630|81027.3|0.10058338362501942|0.08053150795248598|2026-09-04T04:00:00Z;IYJ|161.04|4804|773636.1599999999|0.2608047690014826|0.2864615767841361|2026-09-04T04:00:00Z;IXJ|104.77|1981|207549.37|0.41042283096305493|-1.1323959611210799|2026-09-04T04:00:00Z;JCAL|48.79|100|4879.0|0.0|-0.22494887525562612|2026-09-04T04:00:00Z;JHMB|21.505|4320|92901.6|0.06975122064636395|-0.06970260223048141|2026-09-04T04:00:00Z;JCHI|51.51|100|5151.0|0.0|-8.06710690701411|2026-07-02T04:00:00Z;JOBX|9.31|722|6721.820000000001|1.772287862513417|-2.86906624934794|2026-09-04T04:00:00Z;IYK|74.43|10383|772806.6900000001|0.7120784629853568|-1.0436747989097883|2026-09-04T04:00:00Z;JENA.U|10.34|1100|11374.0|0.0|0.4859086491739717|2025-07-24T04:00:00Z;JIDE|52.63|100|5263.0|0.0|0.4293483446236035|2026-09-03T04:00:00Z;JDST|20.63|25420|524414.6|3.1022782355792566|4.82723577235773|2026-09-04T04:00:00Z;JGH|12.38|116|1436.0800000000002|0.0|0.08084074373484462|2026-09-03T04:00:00Z;IWMW|39.6|726|28749.6|0.20202020202019771|0.3039513677811634|2026-09-04T04:00:00Z;IYRI|48.47|208|10081.76|0.0|-0.2674897119341657|2026-09-04T04:00:00Z;IWMY|18.37|976|17929.120000000003|0.2721829069134497|0.27292576419213344|2026-09-04T04:00:00Z;JBBB|47.465|6342|301023.03|0.11587485515643045|0.031612223393051586|2026-09-04T04:00:00Z;IXN|142.91|2906|415296.46|0.6367643971730436|1.153737259343135|2026-09-04T04:00:00Z;JOB|0.2388|1916|457.5408000000001|1.0887772194304937|-1.1180124223602372|2026-09-03T04:00:00Z;JA|50.21|2003|100570.63|0.0|0.06975585450923472|2026-09-04T04:00:00Z;JEDI|25.755|940|24209.7|1.4560279557367501|-0.17441860465117198|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. JHSC|48.52|1208|58612.16|0.08244023083265921|0.8312551953449931|2026-09-04T04:00:00Z;IWR|111.8|27065|3025867.0|0.6395348837209206|-0.3076374336796084|2026-09-04T04:00:00Z;JAN|30.765|58265|1792522.725|2.8928977734438504|-1.6149664214902382|2026-09-04T04:00:00Z;JBGS|11.7|46090|539253.0|2.820512820512821|-0.42553191489361764|2026-09-04T04:00:00Z;JDVL|32.42|254|8234.68|0.0616903146206142|-0.33814940055333365|2026-09-03T04:00:00Z;IWLG|55.83|171|9546.93|0.0|-0.7113640405477462|2026-09-03T04:00:00Z;JHPI|22.445|205|4601.225|0.0|-0.02227171492203972|2026-09-04T04:00:00Z;JHMD|46.46|220|10221.2|0.0|-0.3218193520703627|2026-09-04T04:00:00Z;JMIA|7.285|34866|253998.81|3.157172271791358|2.4613220815752346|2026-09-04T04:00:00Z;JEMB|53.41|100|5341.0|0.0|0.1875820671543682|2026-08-27T04:00:00Z;JNK|95.27|157501|15005120.27|0.09971659494069368|-0.020988561234136505|2026-09-04T04:00:00Z;JACS|10.67|2403|25640.01|0.0|-0.0936329588014928|2026-07-08T04:00:00Z;IWMI|52.19|28967|1511787.73|0.46943858976814995|0.26897214217098675|2026-09-04T04:00:00Z;JMSI|48.67|4320|210254.4|0.3595644133963369|-0.16410256410256396|2026-09-04T04:00:00Z;JIRE|85.215|6852|583893.18|0.33444816053511306|0.017605633802819654|2026-09-04T04:00:00Z;IYG|98.2|963|94566.6|0.5091649694501018|-0.3500938657466146|2026-09-04T04:00:00Z;JEF|55.23|86383|4770933.09|3.6121673003802237|1.7689331122166863|2026-09-04T04:00:00Z;JOBY|6.745|874443|5898118.035|2.7427724240177853|-1.8909090909090875|2026-09-04T04:00:00Z;JIG|84.32|601|50676.31999999999|0.0|0.08308605341245112|2026-09-03T04:00:00Z;JFR|7.62|32030|244068.6|0.9842519685039394|0.3291639236339794|2026-09-04T04:00:00Z;JADB|26.17|300|7851.000000000001|0.0|-0.0763650248186365|2026-08-25T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. IWL|191.09|3701|707224.09|0.6122769375686784|-0.4013343062649888|2026-09-04T04:00:00Z;IXP|118.25|100|11825.0|0.0|1.8430798380845825|2026-09-04T04:00:00Z;JEPI|57.19|52855|3022777.45|0.3147403392201429|-0.40055729710902765|2026-09-04T04:00:00Z;JADE|79.57|100|7956.999999999999|0.0|-0.6244536030972858|2026-08-31T04:00:00Z;JHDV|46.82|535|25048.7|0.0|0.6448839208942347|2026-07-21T04:00:00Z;JAJL|30.29|904|27382.16|0.03301419610431829|-0.03300330033003673|2026-09-04T04:00:00Z;IX|39.95|5330|212933.50000000003|0.7008760951189014|-2.9868868382709968|2026-09-04T04:00:00Z;JBI|5.08|106633|541695.64|1.9685039370078845|1.39720558882237|2026-09-04T04:00:00Z;JLCO|25.49|1544|39356.56|0.11769321302472004|-0.9712509712509698|2026-09-04T04:00:00Z;JLQD|40.115|100|4011.5|0.0|-0.9750678844729577|2026-09-02T04:00:00Z;JMTG|49.75|3387|168503.25|0.10050251256282264|0.08046670690002866|2026-09-04T04:00:00Z;JETD|3.0|542|1626.0|0.9999999999999934|-2.5974025974025983|2026-09-04T04:00:00Z;IWO|377.3|16950|6395235.0|0.7805459846276155|0.1552898079450138|2026-09-04T04:00:00Z;JCPB|45.925|20671|949315.675|0.11976047904191556|-0.010886131069021143|2026-09-04T04:00:00Z;JETU|27.07|100|2707.0|0.0|4.1955350269438085|2026-09-04T04:00:00Z;JHDG|27.84|340|9465.6|0.07183908045976858|-0.3222341568206222|2026-09-02T04:00:00Z;JHCR|24.805|721|17884.405|0.38298730094738503|0.1817447495961133|2026-09-04T04:00:00Z;JMOM|83.13|995|82714.34999999999|0.0962348129435803|0.4592145015105631|2026-09-04T04:00:00Z;JANJ|24.89|200|4978.0|0.0|0.44390637610975947|2026-08-18T04:00:00Z;JMEE|76.92|1587|122072.04|0.2535101404056258|0.23455824863174435|2026-09-04T04:00:00Z;IYT|84.17|24738|2082197.46|0.8078887964832988|0.7059105049054937|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt

CollectedSep8; IEX-only exploratory census, NOT consolidated or tested signal. Rows=symbol|closeUSD|IEXvolume|dollarvolUSD|rangePct|returnPct|barUTC. Empty=missing; stale dates retained. XCBE|9.99|100|999.0|0.0|0.4020100502512669|2026-08-13T04:00:00Z;YAAS|1.82|100|182.0|0.0|-6.666666666666665|2026-09-02T04:00:00Z;WTF|2.77|100|277.0|0.0|-6.101694915254241|2026-08-26T04:00:00Z;XNET|4.86|15384|74766.24|2.3662551440329262|-0.2053388090349051|2026-09-04T04:00:00Z;XEY|0.0|0|0.0|||;ZAP|31.86|6503|207185.58|0.5021971123666044|0.727157761618713|2026-09-04T04:00:00Z;XMTR|92.435|20827|1925143.745|2.8831070481960364|-0.6876175127585316|2026-09-04T04:00:00Z;Z|34.575|196524|6794817.300000001|2.6753434562545313|-2.1369940560430067|2026-09-04T04:00:00Z;YQ|2.775|400|1110.0|1.8018018018017954|4.3233082706766846|2026-09-04T04:00:00Z;WTBA|29.32|1766|51779.12|0.3410641200545751|2.3743016759776525|2026-09-04T04:00:00Z;XLO|9.05|111|1004.55|0.0|0.11061946902657382|2026-09-04T04:00:00Z;XPEL|51.41|4232|217567.12|0.8655903520715682|1.2406459235919653|2026-09-04T04:00:00Z;XRXDW|0.3418|2787|952.5966|0.3803393797542329|-1.753377407300949|2026-09-04T04:00:00Z;YSXT|1.42|5086|7222.12|0.0|18.333333333333336|2026-09-04T04:00:00Z;XSLL|9.95|5200|51739.99999999999|0.0|-0.20060180541626726|2026-08-31T04:00:00Z;XWEL|0.9201|167|153.6567|0.0|-6.588832487309637|2026-08-31T04:00:00Z;WVVI|2.24|534|1196.16|0.0|2.05011389521641|2026-09-02T04:00:00Z;XRPNU|10.6|300|3180.0|0.47169811320753713|-1.2115563839701804|2026-08-11T04:00:00Z;IWV|437.93|2143|938483.99|0.33909528920147364|-0.39122028886613425|2026-09-04T04:00:00Z;JMST|50.84|22643|1151170.12|0.019669551534221105|-0.03932363350372947|2026-09-04T04:00:00Z;JDVI|41.6|667|27747.2|0.0961538461538441|0.04810004810005264|2026-09-04T04:00:00Z;JBTM|117.945|27898|3290429.61|1.7338590020772289|0.34029520609126784|2026-09-04T04:00:00Z; https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://www.nasdaqtrader.com/dynamic/SymDir/nasdaqlisted.txt ; https://www.nasdaqtrader.com/dynamic/SymDir/otherlisted.txt