diff --git a/.gitignore b/.gitignore index c1b3ec5..3948516 100644 --- a/.gitignore +++ b/.gitignore @@ -20,3 +20,9 @@ outputs/*.pdf # generated metadata (timestamps change on each run) data/synthetic/*_meta.json + +# generated CSVs +data/synthetic/psych_stroop_*.csv +data/synthetic/fitness_*.csv +# generated plots +outputs/ diff --git a/data/synthetic/fitness_long.csv b/data/synthetic/fitness_long.csv deleted file mode 100644 index 75d2192..0000000 --- a/data/synthetic/fitness_long.csv +++ /dev/null @@ -1,161 +0,0 @@ -id,time,strength,group,age,sex,bmi -1,pre,94.01841222464901,ProgramB,32,F,29.789201420801504 -2,pre,60.62113282009692,ProgramB,25,M,21.65068374311899 -3,pre,83.82305569402939,ProgramB,44,M,20.310671743317776 -4,pre,96.06920017742435,ProgramB,41,F,25.180642164012607 -5,pre,80.13060153302078,ProgramB,23,M,28.925452698447863 -6,pre,75.49059233099217,ProgramB,31,M,18.910914941315774 -7,pre,92.92312591014843,ProgramB,43,M,23.27017353112055 -8,pre,91.46515747649224,ProgramA,40,F,21.787816061227822 -9,pre,73.35955135318243,ProgramA,37,F,17.83643183985409 -10,pre,66.44748779357568,ProgramA,35,F,26.57224348240437 -11,pre,61.560828108998095,ProgramA,19,F,23.917946285058044 -12,pre,73.19056904683283,ProgramB,38,M,24.25004645502412 -13,pre,53.2899191203695,ProgramB,30,F,21.36690984644044 -14,pre,66.78522405095757,ProgramA,20,M,25.591744570489208 -15,pre,79.43212260358607,ProgramA,24,F,22.112459276794375 -16,pre,80.31237581393506,ProgramB,32,M,23.499838770261338 -17,pre,75.738310647227,ProgramA,37,F,20.121087227364704 -18,pre,59.708061208111246,ProgramB,31,F,19.743640339271316 -19,pre,99.43401994130781,ProgramA,34,F,28.67436149355008 -20,pre,84.70390754578035,ProgramA,41,F,22.225133534115336 -21,pre,89.53015286881464,ProgramB,36,M,25.020881247245306 -22,pre,73.79661404064231,ProgramA,27,M,23.881733478314196 -23,pre,81.59814475919407,ProgramA,35,F,22.455991790332355 -24,pre,82.99097179821537,ProgramA,34,M,22.22213660381973 -25,pre,76.13511171142578,ProgramB,20,M,26.20528907005955 -26,pre,75.81531115029189,ProgramA,19,F,22.943463384131316 -27,pre,77.48272587463066,ProgramB,35,M,23.46994723140048 -28,pre,81.3771962030426,ProgramA,28,M,24.077775450180678 -29,pre,80.0568412105057,ProgramA,34,F,28.117779120882005 -30,pre,82.72749009112756,ProgramB,26,M,26.381788411215982 -31,pre,65.4575444149616,ProgramB,24,M,25.339100937047974 -32,pre,70.03932257995278,ProgramB,22,M,22.027500123263653 -33,pre,72.28470201213922,ProgramB,28,F,19.163109479977372 -34,pre,81.10948552420666,ProgramB,40,M,27.323354761073556 -35,pre,92.86942223289873,ProgramB,28,F,27.382564969773068 -36,pre,89.29345720566154,ProgramB,28,M,23.507520603068308 -37,pre,80.8512219032568,ProgramB,33,M,25.896593445612314 -38,pre,104.52751626424443,ProgramB,44,F,26.735050688598918 -39,pre,90.5205836216117,ProgramA,28,F,26.909145584327437 -40,pre,64.95036780011974,ProgramB,33,M,27.224842156362648 -41,pre,76.9906721439163,ProgramA,29,F,22.405338222686034 -42,pre,88.87718749923995,ProgramA,34,M,29.302405439326513 -43,pre,73.60718415723296,ProgramB,30,M,19.63692429600002 -44,pre,76.77693611751715,ProgramA,35,M,27.016030769477773 -45,pre,81.34378790639951,ProgramB,32,M,25.728762276607654 -46,pre,83.91321687628758,ProgramB,36,F,27.057666897335757 -47,pre,109.6149088809699,ProgramA,43,F,30.576529074838582 -48,pre,82.19834082376622,ProgramA,22,F,29.195559156825272 -49,pre,78.29584166876339,ProgramA,33,F,19.991880824837363 -50,pre,83.79051923825051,ProgramA,29,F,18.0896494690625 -51,pre,74.40718726815953,ProgramA,27,M,26.85911170668829 -52,pre,64.9776267350715,ProgramB,24,M,20.447456544434267 -53,pre,55.902029263994336,ProgramB,19,F,23.956581139733704 -54,pre,92.83342116140729,ProgramA,28,F,26.93904616951818 -55,pre,89.5124140702047,ProgramB,40,M,18.24670927085045 -56,pre,70.92148924650074,ProgramB,20,F,17.0 -57,pre,80.75332321322367,ProgramB,28,M,24.907546571180294 -58,pre,92.46897333597012,ProgramB,44,M,24.15535061364654 -59,pre,87.0629573622323,ProgramA,43,M,23.139689250163272 -60,pre,70.69636040913862,ProgramB,23,M,24.134871673195764 -61,pre,64.27397021562032,ProgramA,18,M,20.98819537421452 -62,pre,72.65193254943277,ProgramA,36,M,18.702769574547627 -63,pre,82.06920806239282,ProgramA,18,F,23.416708021918875 -64,pre,77.61727676120017,ProgramA,26,M,20.599019581327127 -65,pre,72.95562485952844,ProgramB,31,F,18.247815371561124 -66,pre,85.01577227888981,ProgramA,41,M,25.769883749876467 -67,pre,65.54132688100917,ProgramA,20,F,23.785104800522383 -68,pre,95.59944153740457,ProgramA,35,F,25.422849878214848 -69,pre,80.68935857064146,ProgramB,32,M,20.53746770500922 -70,pre,68.91872213022668,ProgramB,21,M,21.696794228571697 -71,pre,81.30962072651573,ProgramB,40,F,20.50334940472942 -72,pre,71.79126859611742,ProgramA,40,M,20.896753465296833 -73,pre,81.79259052182175,ProgramB,31,M,24.68392771212291 -74,pre,94.53042756758786,ProgramA,43,M,21.25958884282769 -75,pre,81.13049194180905,ProgramA,34,M,25.246232010870962 -76,pre,87.89141975349315,ProgramA,42,M,25.189145738963756 -77,pre,98.79442101079493,ProgramB,43,F,31.08806345408036 -78,pre,72.43323583096316,ProgramB,33,F,19.125238339466165 -79,pre,68.36646297137767,ProgramB,25,F,27.107658322422658 -80,pre,71.27007614291902,ProgramA,21,F,23.686792133390536 -1,post,94.35240276145338,ProgramB,32,F,29.789201420801504 -2,post,71.59532739852435,ProgramB,25,M,21.65068374311899 -3,post,93.83166174426583,ProgramB,44,M,20.310671743317776 -4,post,108.95234767612473,ProgramB,41,F,25.180642164012607 -5,post,92.05359345404365,ProgramB,23,M,28.925452698447863 -6,post,92.75016755590978,ProgramB,31,M,18.910914941315774 -7,post,100.66019284418684,ProgramB,43,M,23.27017353112055 -8,post,98.80470555050915,ProgramA,40,F,21.787816061227822 -9,post,87.63748290569046,ProgramA,37,F,17.83643183985409 -10,post,77.01731438564923,ProgramA,35,F,26.57224348240437 -11,post,78.43764728025583,ProgramA,19,F,23.917946285058044 -12,post,76.05507207966791,ProgramB,38,M,24.25004645502412 -13,post,63.54659789639327,ProgramB,30,F,21.36690984644044 -14,post,79.68530034483395,ProgramA,20,M,25.591744570489208 -15,post,86.98193792853941,ProgramA,24,F,22.112459276794375 -16,post,84.24440330485712,ProgramB,32,M,23.499838770261338 -17,post,75.7086563240889,ProgramA,37,F,20.121087227364704 -18,post,71.1844257732623,ProgramB,31,F,19.743640339271316 -19,post,107.08348698105014,ProgramA,34,F,28.67436149355008 -20,post,90.40448431342597,ProgramA,41,F,22.225133534115336 -21,post,108.57695773116724,ProgramB,36,M,25.020881247245306 -22,post,90.01528181586862,ProgramA,27,M,23.881733478314196 -23,post,92.30467283395872,ProgramA,35,F,22.455991790332355 -24,post,102.96727860279405,ProgramA,34,M,22.22213660381973 -25,post,94.31750595582037,ProgramB,20,M,26.20528907005955 -26,post,78.56081980540857,ProgramA,19,F,22.943463384131316 -27,post,81.28945148848096,ProgramB,35,M,23.46994723140048 -28,post,81.3866644980942,ProgramA,28,M,24.077775450180678 -29,post,88.75081241995906,ProgramA,34,F,28.117779120882005 -30,post,97.5091828435643,ProgramB,26,M,26.381788411215982 -31,post,77.8193177503908,ProgramB,24,M,25.339100937047974 -32,post,80.6264843244119,ProgramB,22,M,22.027500123263653 -33,post,87.32319270656444,ProgramB,28,F,19.163109479977372 -34,post,88.92918140526325,ProgramB,40,M,27.323354761073556 -35,post,104.75746995081097,ProgramB,28,F,27.382564969773068 -36,post,102.46765701718357,ProgramB,28,M,23.507520603068308 -37,post,90.61212080610967,ProgramB,33,M,25.896593445612314 -38,post,110.71056118745985,ProgramB,44,F,26.735050688598918 -39,post,92.91635013213602,ProgramA,28,F,26.909145584327437 -40,post,79.9646241163009,ProgramB,33,M,27.224842156362648 -41,post,89.20253628709528,ProgramA,29,F,22.405338222686034 -42,post,93.72846948524082,ProgramA,34,M,29.302405439326513 -43,post,79.91184520916171,ProgramB,30,M,19.63692429600002 -44,post,96.22975600075945,ProgramA,35,M,27.016030769477773 -45,post,96.76806797456139,ProgramB,32,M,25.728762276607654 -46,post,97.89568029263289,ProgramB,36,F,27.057666897335757 -47,post,103.95906104253295,ProgramA,43,F,30.576529074838582 -48,post,90.96657374120296,ProgramA,22,F,29.195559156825272 -49,post,75.95953175992013,ProgramA,33,F,19.991880824837363 -50,post,84.11056665732802,ProgramA,29,F,18.0896494690625 -51,post,81.24246260040444,ProgramA,27,M,26.85911170668829 -52,post,81.16758513821792,ProgramB,24,M,20.447456544434267 -53,post,70.68583984916731,ProgramB,19,F,23.956581139733704 -54,post,96.78265091467308,ProgramA,28,F,26.93904616951818 -55,post,98.81870421271056,ProgramB,40,M,18.24670927085045 -56,post,78.54689141993701,ProgramB,20,F,17.0 -57,post,98.70236672495025,ProgramB,28,M,24.907546571180294 -58,post,96.19417652778705,ProgramB,44,M,24.15535061364654 -59,post,99.58565092505327,ProgramA,43,M,23.139689250163272 -60,post,82.55031769790006,ProgramB,23,M,24.134871673195764 -61,post,70.5212107977635,ProgramA,18,M,20.98819537421452 -62,post,91.7555658811237,ProgramA,36,M,18.702769574547627 -63,post,92.49264998204795,ProgramA,18,F,23.416708021918875 -64,post,81.49593857818603,ProgramA,26,M,20.599019581327127 -65,post,79.1101873738143,ProgramB,31,F,18.247815371561124 -66,post,92.04590605504494,ProgramA,41,M,25.769883749876467 -67,post,77.49258596402377,ProgramA,20,F,23.785104800522383 -68,post,110.65909820156081,ProgramA,35,F,25.422849878214848 -69,post,91.86503434750978,ProgramB,32,M,20.53746770500922 -70,post,85.47579362124341,ProgramB,21,M,21.696794228571697 -71,post,88.0387760458903,ProgramB,40,F,20.50334940472942 -72,post,82.73019677588498,ProgramA,40,M,20.896753465296833 -73,post,90.4517915959734,ProgramB,31,M,24.68392771212291 -74,post,104.77379934061076,ProgramA,43,M,21.25958884282769 -75,post,84.26537943544119,ProgramA,34,M,25.246232010870962 -76,post,95.84165654858498,ProgramA,42,M,25.189145738963756 -77,post,107.96855007222123,ProgramB,43,F,31.08806345408036 -78,post,84.98339137660558,ProgramB,33,F,19.125238339466165 -79,post,73.54205343002458,ProgramB,25,F,27.107658322422658 -80,post,84.90732247045304,ProgramA,21,F,23.686792133390536 diff --git a/data/synthetic/fitness_subjects.csv b/data/synthetic/fitness_subjects.csv deleted file mode 100644 index ba8190d..0000000 --- a/data/synthetic/fitness_subjects.csv +++ /dev/null @@ -1,81 +0,0 @@ -id,group,age,sex,bmi -1,ProgramB,32,F,29.789201420801504 -2,ProgramB,25,M,21.65068374311899 -3,ProgramB,44,M,20.310671743317776 -4,ProgramB,41,F,25.180642164012607 -5,ProgramB,23,M,28.925452698447863 -6,ProgramB,31,M,18.910914941315774 -7,ProgramB,43,M,23.27017353112055 -8,ProgramA,40,F,21.787816061227822 -9,ProgramA,37,F,17.83643183985409 -10,ProgramA,35,F,26.57224348240437 -11,ProgramA,19,F,23.917946285058044 -12,ProgramB,38,M,24.25004645502412 -13,ProgramB,30,F,21.36690984644044 -14,ProgramA,20,M,25.591744570489208 -15,ProgramA,24,F,22.112459276794375 -16,ProgramB,32,M,23.499838770261338 -17,ProgramA,37,F,20.121087227364704 -18,ProgramB,31,F,19.743640339271316 -19,ProgramA,34,F,28.67436149355008 -20,ProgramA,41,F,22.225133534115336 -21,ProgramB,36,M,25.020881247245306 -22,ProgramA,27,M,23.881733478314196 -23,ProgramA,35,F,22.455991790332355 -24,ProgramA,34,M,22.22213660381973 -25,ProgramB,20,M,26.20528907005955 -26,ProgramA,19,F,22.943463384131316 -27,ProgramB,35,M,23.46994723140048 -28,ProgramA,28,M,24.077775450180678 -29,ProgramA,34,F,28.117779120882005 -30,ProgramB,26,M,26.381788411215982 -31,ProgramB,24,M,25.339100937047974 -32,ProgramB,22,M,22.027500123263653 -33,ProgramB,28,F,19.163109479977372 -34,ProgramB,40,M,27.323354761073556 -35,ProgramB,28,F,27.382564969773068 -36,ProgramB,28,M,23.507520603068308 -37,ProgramB,33,M,25.896593445612314 -38,ProgramB,44,F,26.735050688598918 -39,ProgramA,28,F,26.909145584327437 -40,ProgramB,33,M,27.224842156362648 -41,ProgramA,29,F,22.405338222686034 -42,ProgramA,34,M,29.302405439326513 -43,ProgramB,30,M,19.63692429600002 -44,ProgramA,35,M,27.016030769477773 -45,ProgramB,32,M,25.728762276607654 -46,ProgramB,36,F,27.057666897335757 -47,ProgramA,43,F,30.576529074838582 -48,ProgramA,22,F,29.195559156825272 -49,ProgramA,33,F,19.991880824837363 -50,ProgramA,29,F,18.0896494690625 -51,ProgramA,27,M,26.85911170668829 -52,ProgramB,24,M,20.447456544434267 -53,ProgramB,19,F,23.956581139733704 -54,ProgramA,28,F,26.93904616951818 -55,ProgramB,40,M,18.24670927085045 -56,ProgramB,20,F,17.0 -57,ProgramB,28,M,24.907546571180294 -58,ProgramB,44,M,24.15535061364654 -59,ProgramA,43,M,23.139689250163272 -60,ProgramB,23,M,24.134871673195764 -61,ProgramA,18,M,20.98819537421452 -62,ProgramA,36,M,18.702769574547627 -63,ProgramA,18,F,23.416708021918875 -64,ProgramA,26,M,20.599019581327127 -65,ProgramB,31,F,18.247815371561124 -66,ProgramA,41,M,25.769883749876467 -67,ProgramA,20,F,23.785104800522383 -68,ProgramA,35,F,25.422849878214848 -69,ProgramB,32,M,20.53746770500922 -70,ProgramB,21,M,21.696794228571697 -71,ProgramB,40,F,20.50334940472942 -72,ProgramA,40,M,20.896753465296833 -73,ProgramB,31,M,24.68392771212291 -74,ProgramA,43,M,21.25958884282769 -75,ProgramA,34,M,25.246232010870962 -76,ProgramA,42,M,25.189145738963756 -77,ProgramB,43,F,31.08806345408036 -78,ProgramB,33,F,19.125238339466165 -79,ProgramB,25,F,27.107658322422658 -80,ProgramA,21,F,23.686792133390536 diff --git a/data/synthetic/psych_stroop_meta.json b/data/synthetic/psych_stroop_meta.json deleted file mode 100644 index 91306a6..0000000 --- a/data/synthetic/psych_stroop_meta.json +++ /dev/null @@ -1,15 +0,0 @@ -{ - "seed": 42, - "n_subjects": 60, - "n_trials_per_cond": 100, - "rt_ms": { - "base": 550, - "incongruent_penalty": 75, - "sd": 90 - }, - "acc": { - "base": 0.97, - "incongruent_penalty": 0.05 - }, - "generated_utc": "2025-11-09T18:18:15Z" -} \ No newline at end of file diff --git a/data/synthetic/psych_stroop_subjects.csv b/data/synthetic/psych_stroop_subjects.csv deleted file mode 100644 index 56fb162..0000000 --- a/data/synthetic/psych_stroop_subjects.csv +++ /dev/null @@ -1,61 +0,0 @@ -subject,gender,handedness,baseline_speed -1,M,R,1.6017788913209154 -2,F,R,-0.23935562747302427 -3,M,R,-1.023497492621865 -4,M,R,0.17927563495631615 -5,F,R,0.21999668397176517 -6,M,R,1.3591875752404365 -7,M,R,0.8351112459145785 -8,M,R,0.35687105914950934 -9,F,R,1.4633028912195618 -10,F,R,-1.188763054322851 -11,F,R,-0.6397515327497477 -12,M,R,-0.9265759414055249 -13,M,R,-0.38980980315576796 -14,M,R,-1.3766861475563088 -15,F,R,0.6351509468144043 -16,F,R,-0.22222269709877338 -17,F,R,-1.4708062945026579 -18,F,R,-1.0155790812075416 -19,M,R,0.3135138474501953 -20,M,R,0.8381265678943811 -21,M,R,1.9967308916917865 -22,F,R,2.9138624660073296 -23,M,R,0.4144094332759964 -24,M,R,-0.9895381200318641 -25,M,R,-2.132046280731309 -26,F,R,0.2677114623438358 -27,F,R,-0.812941095310326 -28,F,R,-0.41535726017968533 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-60,incongruent,68,925.5065012038734,1 -60,incongruent,69,698.8093099195539,1 -60,incongruent,70,682.1022212713967,1 -60,incongruent,71,841.5422352508629,0 -60,incongruent,72,875.2642873325375,1 -60,incongruent,73,729.0095053057378,1 -60,incongruent,74,908.7022067701885,1 -60,incongruent,75,844.7725548835027,0 -60,incongruent,76,606.8243627238353,0 -60,incongruent,77,777.6941303446494,1 -60,incongruent,78,2161.5467467798217,1 -60,incongruent,79,791.0826274846481,1 -60,incongruent,80,755.1933416662953,0 -60,incongruent,81,824.3530099029539,1 -60,incongruent,82,742.2174438726067,0 -60,incongruent,83,659.4271199915027,1 -60,incongruent,84,826.9344232910794,1 -60,incongruent,85,853.2001003365629,1 -60,incongruent,86,734.4379818876495,1 -60,incongruent,87,669.6844529872983,1 -60,incongruent,88,847.6371830658163,1 -60,incongruent,89,775.2454952052957,1 -60,incongruent,90,657.6880172792024,1 -60,incongruent,91,846.6965278040482,1 -60,incongruent,92,832.0239239178195,1 -60,incongruent,93,963.8889657321956,1 -60,incongruent,94,717.6009460042101,1 -60,incongruent,95,836.8488379494635,1 -60,incongruent,96,631.6906337745776,0 -60,incongruent,97,776.5492626943491,1 -60,incongruent,98,728.306339016625,1 -60,incongruent,99,551.8108107139903,1 -60,incongruent,100,727.7035072069041,1 diff --git a/scripts/sim_stroop.py b/scripts/sim_stroop.py index 8eb5f9e..62a4f88 100644 --- a/scripts/sim_stroop.py +++ b/scripts/sim_stroop.py @@ -1,3 +1,4 @@ +import argparse # SPDX-License-Identifier: MIT """ Simulate trial-level Stroop data (plausible undergrad study). @@ -137,3 +138,17 @@ def write_meta(subjects: pd.DataFrame, trials: pd.DataFrame): if __name__ == "__main__": subjects_df, trials_df = simulate() write_meta(subjects_df, trials_df) + + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--seed", type=int, default=42) + ap.add_argument("--n-subjects", type=int, default=60) + ap.add_argument("--n-trials", type=int, default=100) + args = ap.parse_args() + global N_SUBJ, N_TRIALS_PER_COND, rng + N_SUBJ = args.n_subjects + N_TRIALS_PER_COND = args.n_trials + rng = np.random.default_rng(args.seed) +if __name__ == "__main__": + main() \ No newline at end of file