variable,lag,avg_autocorr iv_atm_30d,1,0.9592728365408905 iv_atm_30d,5,0.860490448442951 iv_atm_30d,10,0.7525586182871806 iv_atm_30d,22,0.5376331506127137 iv_skew_25d,1,0.8320262103395855 iv_skew_25d,5,0.7111734826039526 iv_skew_25d,10,0.5930315973773796 iv_skew_25d,22,0.41602239955232856 rv_daily,1,0.3197367267859841 rv_daily,5,0.21094579758939003 rv_daily,10,0.13867834780170124 rv_daily,22,0.05726846293551011 daily_return,1,-0.06184021467546654 daily_return,5,-0.010432528026758989 daily_return,10,-0.005825324552553195 daily_return,22,-0.029889633855063914 pc_volume_ratio,1,0.2992094150098126 pc_volume_ratio,5,0.21816764253881243 pc_volume_ratio,10,0.1717197805083051 pc_volume_ratio,22,0.117984242042143