fiscal_year,ai_adoption,ai_disruption_risk,ai_infrastructure,esg_commitment,climate_risk,cybersecurity,automation_labor,macro_risk
2010,0.042690320878166814,0.032651711829389564,-0.01599732339916655,0.1500668208984486,0.09371180402407443,0.1491905651723437,0.013005449519569811,0.1065177446179055
2011,0.04088543110522657,0.030231165364517087,-0.016443691418829363,0.14840006932835267,0.09145189628104117,0.1472103246938134,0.011922996389325317,0.10460202686480463
2012,0.042262439057916726,0.03135410779071637,-0.015357894977530442,0.14677289559743595,0.09192157453111649,0.1485227746205787,0.013491436674948298,0.10637717598231945
2013,0.040959525240235495,0.029847291232701766,-0.015595549651983657,0.1487168552103438,0.09219736497192779,0.14925477421339972,0.013521838778714606,0.10538255548343407
2014,0.041702934422213504,0.030627197616645903,-0.015566467688397773,0.15099301017247665,0.09289136077588316,0.15046882006563497,0.014172024965691647,0.10492564433694923
2015,0.04170929373090009,0.031570585209188394,-0.01511211758281781,0.15288700940787636,0.09519874358842369,0.15156601161764474,0.012683898727857624,0.10698252524279664
2016,0.041678114142617344,0.0312706686866962,-0.014957845388509656,0.15298083268170842,0.09357004626107689,0.1529573228467821,0.0127879676518932,0.10790963403494004
2017,0.04540346869095345,0.033557565817869395,-0.010623431855530769,0.1568706949531543,0.09529222799265283,0.15117046517887428,0.013918418895345796,0.11310452028318341
2018,0.04687686149302231,0.035728663934930995,-0.007220040294809256,0.15878167359217735,0.09738988068198093,0.15253123291538273,0.015229737219846419,0.11543627782202791
2019,0.04741896838981072,0.0374245267855013,-0.0028706512455176016,0.16509724715282387,0.10018145006656101,0.1541171413981706,0.015580547712136916,0.12008579040121811
2020,0.056322863654034445,0.04837816401250788,0.007744521247564933,0.17325404663006702,0.11066354049352779,0.16100740607814412,0.025638596308534094,0.1342383299384308
2021,0.058289602690903594,0.047881233014826115,0.007603229975705882,0.17918774565363046,0.11259007511021557,0.1581595862241409,0.026844069122557154,0.13373737305328104
2022,0.055793859874270324,0.04655711281146737,0.0061958341273154974,0.17541436129540622,0.10820788779746389,0.15811408492067563,0.027633846476543048,0.13253300920874442
2023,0.056257191814781435,0.04756070523662608,0.0061336210549443795,0.17597586034862986,0.1095476010715914,0.15920158664724318,0.028014551736738988,0.13464812420442945
2024,0.05441036787460416,0.04583550104502911,0.00425414339837634,0.17403041444039724,0.10678490535332022,0.1579259615241303,0.026575950369853468,0.13352923838325664
2025,0.05890203427599268,0.04954748184365045,0.008600829433703902,0.17547028553964297,0.11015464282557416,0.1599941129080398,0.03004707118812149,0.13726188321556837
2026,0.057354547971664324,0.04835780412165637,0.007593772983827416,0.17715778141677685,0.11007834361248588,0.16052388572316648,0.02814115953245018,0.1359814246339447