policyengine/policyengine-us-data

1target_name,estimate,target,epoch,error,rel_error,abs_error,rel_abs_error,loss,achievable2"national/adjusted_gross_income/[tax_unit_is_filer==1]",11024738549760.0,15894545635982.945,500,-4869807086222.945,-0.3063822771503709,4869807086222.945,0.3063822771503709,0.0938700997518467,True3"national/child_support_expense",12820009984.0,33000000000.0,500,-20179990016.0,-0.611514848969697,20179990016.0,0.611514848969697,0.3739504105104313,True4"national/child_support_received",14407188480.0,33000000000.0,500,-18592811520.0,-0.5634185309090909,18592811520.0,0.5634185309090909,0.3174404409717582,True5"national/dividend_income/[dividend_income>0,tax_unit_is_filer==1]",262737690624.0,424355319399.56885,500,-161617628775.56885,-0.3808544900632935,161617628775.56885,0.3808544900632935,0.14505014260137133,True6"national/health_insurance_premiums_without_medicare_part_b",216532729856.0,385000000000.0,500,-168467270144.0,-0.43757732504935065,168467270144.0,0.43757732504935065,0.19147391539734507,True7"national/income_tax_before_credits/[income_tax_before_credits>0,tax_unit_is_filer==1]",1677923450880.0,2405701852576.742,500,-727778401696.7422,-0.30252227678056626,727778401696.7422,0.30252227678056626,0.09151972794849754,True8"national/income_tax_positive/[tax_unit_is_filer==1]",1639044481024.0,2426067000000.0,500,-787022518976.0,-0.3244026314920404,787022518976.0,0.3244026314920404,0.10523706731896057,True9"national/medicaid",735585435648.0,871700000000.0,500,-136114564352.0,-0.15614840467133187,136114564352.0,0.15614840467133187,0.024382324281402017,True10"national/medicare_part_b_premiums",93704503296.0,112000000000.0,500,-18295496704.0,-0.16335264914285713,18295496704.0,0.16335264914285713,0.026684087981989384,True11"national/net_capital_gains/[net_capital_gains>0,tax_unit_is_filer==1]",1425565024256.0,1275144534808.7126,500,150420489447.28735,0.11796348205331271,150420489447.28735,0.11796348205331271,0.01391538309814223,True12"national/other_medical_expenses",175416279040.0,278000000000.0,500,-102583720960.0,-0.3690061905035971,102583720960.0,0.3690061905035971,0.136165568629977,True13"national/over_the_counter_health_expenses",52368609280.0,72000000000.0,500,-19631390720.0,-0.27265820444444444,19631390720.0,0.27265820444444444,0.07434249645086846,True14"national/qualified_business_income_deduction/[tax_unit_is_filer==1]",127311953920.0,63100000000.0,500,64211953920.0,1.0176220906497624,64211953920.0,1.0176220906497624,1.0355547193783932,True15"national/qualified_business_income_deduction/[qualified_business_income_deduction>0,tax_unit_is_filer==1]",127300411392.0,229562397347.76697,500,-102261985955.76697,-0.4454648807350143,102261985955.76697,0.4454648807350143,0.1984389599682605,True16"national/qualified_dividend_income/[qualified_dividend_income>0,tax_unit_is_filer==1]",127836520448.0,320223379830.61584,500,-192386859382.61584,-0.6007895472353707,192386859382.61584,0.6007895472353707,0.36094808006728174,True17"national/rent",907481055232.0,735000000000.0,500,172481055232.0,0.23466810235646257,172481055232.0,0.23466810235646257,0.0550691182635832,True18"national/rental_income/[rental_income>0,tax_unit_is_filer==1]",72165163008.0,91239136135.8786,500,-19073973127.8786,-0.20905473172688238,19073973127.8786,0.20905473172688238,0.043703880857398764,True19"national/salt/[salt>0,tax_unit_is_filer==1]",593541922816.0,275954497316.7513,500,317587425499.2487,1.150868815646478,317587425499.2487,1.150868815646478,1.3244990308275268,True20"national/salt_deduction/[tax_unit_is_filer==1]",288838615040.0,21247000000.0,500,267591615040.0,12.594324612415871,267591615040.0,12.594324612415871,158.61701244290418,True21"national/self_employment_income/[self_employment_income>0,tax_unit_is_filer==1]",451920855040.0,453992807639.81244,500,-2071952599.812439,-0.004563844547634946,2071952599.812439,0.004563844547634946,2.0828677054977225e-05,True22"national/snap",73805856768.0,93730290000.0,500,-19924433232.0,-0.21257197894085253,19924433232.0,0.21257197894085253,0.045186846230830253,True23"national/social_security",1077980168192.0,1454424000000.0,500,-376443831808.0,-0.2588267464013245,376443831808.0,0.2588267464013245,0.06699128465269556,True24"national/social_security_disability",165041979392.0,148000000000.0,500,17041979392.0,0.1151485094054054,17041979392.0,0.1151485094054054,0.013259179218286735,True25"national/social_security_retirement",995195355136.0,1060000000000.0,500,-64804644864.0,-0.061136457418867925,64804644864.0,0.061136457418867925,0.0037376664257290507,True26"national/spm_unit_capped_housing_subsidy",43741601792.0,35000000000.0,500,8741601792.0,0.2497600512,8741601792.0,0.2497600512,0.06238008317542662,True27"national/spm_unit_capped_work_childcare_expenses",281850150912.0,348000000000.0,500,-66149849088.0,-0.19008577324137932,66149849088.0,0.19008577324137932,0.03613260118877308,True28"national/ssi",33164386304.0,57000000000.0,500,-23835613696.0,-0.41816866133333336,23835613696.0,0.41816866133333336,0.17486502932131204,True29"national/tanf",5513702400.0,9000000000.0,500,-3486297600.0,-0.3873664,3486297600.0,0.3873664,0.15005272784896,True30"national/tax_exempt_interest_income/[tax_exempt_interest_income>0,tax_unit_is_filer==1]",106345390080.0,57758948565.87988,500,48586441514.12012,0.8411933167152861,48586441514.12012,0.8411933167152861,0.7076061960864636,True31"national/tax_unit_count/[qualified_business_income_deduction>0,tax_unit_is_filer==1]",21584384.0,25525719.360054646,500,-3941335.3600546457,-0.15440643628725564,3941335.3600546457,0.15440643628725564,0.023841347566930335,True32"national/tax_unit_count/[self_employment_income>0,tax_unit_is_filer==1]",13420742.0,30337465.378767807,500,-16916723.378767807,-0.55761821785571,16916723.378767807,0.55761821785571,0.31093807688457803,True33"national/tax_unit_count/[net_capital_gains>0,tax_unit_is_filer==1]",11909895.0,30455006.970269747,500,-18545111.970269747,-0.6089347471952159,18545111.970269747,0.6089347471952159,0.3708015263417015,True34"national/tax_unit_count/[real_estate_taxes>0,tax_unit_is_filer==1]",26469816.0,13021851.18396957,500,13447964.81603043,1.0327229689573953,13447964.81603043,1.0327229689573953,1.0665167306121774,True35"national/tax_unit_count/[rental_income>0,tax_unit_is_filer==1]",6044859.5,9387561.910061415,500,-3342702.4100614153,-0.35607780189217914,3342702.4100614153,0.35607780189217914,0.12679140100036598,True36"national/tax_unit_count/[tax_unit_is_filer==1,taxable_ira_distributions>0]",10911521.0,16558711.243912924,500,-5647190.243912924,-0.3410404445568711,5647190.243912924,0.3410404445568711,0.11630858482354828,True37"national/tax_unit_count/[tax_unit_is_filer==1,taxable_interest_income>0]",43657952.0,49538245.06727435,500,-5880293.067274347,-0.1187020868278386,5880293.067274347,0.1187020868278386,0.014090185417283735,True38"national/tax_unit_count/[tax_exempt_interest_income>0,tax_unit_is_filer==1]",23944710.0,6856790.1178257875,500,17087919.882174212,2.4921165134908057,17087919.882174212,2.4921165134908057,6.210644716813569,True39"national/tax_unit_count/[dividend_income>0,tax_unit_is_filer==1]",26320930.0,32697827.88390539,500,-6376897.883905388,-0.19502512235818092,6376897.883905388,0.19502512235818092,0.03803479835082344,True40"national/tax_unit_count/[qualified_dividend_income>0,tax_unit_is_filer==1]",17394784.0,30645671.492989928,500,-13250887.492989928,-0.4323901826077139,13250887.492989928,0.4323901826077139,0.18696127001553217,True41"national/tax_unit_count/[tax_unit_is_filer==1,tax_unit_partnership_s_corp_income>0]",6492863.0,9579736.646822944,500,-3086873.6468229443,-0.32222948924662614,3086873.6468229443,0.32222948924662614,0.10383184374014155,True42"national/tax_unit_count/[tax_unit_is_filer==1,taxable_social_security>0]",20720674.0,24660417.735106904,500,-3939743.735106904,-0.15975981337486556,3939743.735106904,0.15975981337486556,0.02552319796957187,True43"national/tax_unit_count/[tax_unit_is_filer==1,unemployment_compensation>0]",3529333.75,4666398.121382348,500,-1137064.3713823482,-0.24367067314126006,1137064.3713823482,0.24367067314126006,0.0593753969491148,True44"national/tax_unit_count/[medical_expense_deduction>0,tax_unit_is_filer==1]",17992084.0,3911474.7753890725,500,14080609.224610928,3.599821047857924,14080609.224610928,3.599821047857924,12.95871157660092,True45"national/tax_unit_count/[tax_unit_is_filer==1,taxable_pension_income>0]",24378644.0,30103423.018954586,500,-5724779.018954586,-0.19017036751435162,5724779.018954586,0.19017036751435162,0.036164768680543566,True46"national/tax_unit_count/[salt>0,tax_unit_is_filer==1]",105972880.0,11063930.108404435,500,94908949.89159557,8.578231149480995,94908949.89159557,8.578231149480995,73.58604965392604,True47"national/tax_unit_count/[income_tax>0,tax_unit_is_filer==1]",74823240.0,113916118.61270587,500,-39092878.61270587,-0.3431724947161741,39092878.61270587,0.3431724947161741,0.11776736112972255,True48"national/tax_unit_count/[income_tax_before_credits>0,tax_unit_is_filer==1]",87105704.0,128816441.36868696,500,-41710737.36868696,-0.3237997954725841,41710737.36868696,0.3237997954725841,0.10484630754808728,True49"national/tax_unit_partnership_s_corp_income/[tax_unit_is_filer==1,tax_unit_partnership_s_corp_income>0]",303958687744.0,1098179340244.1772,500,-794220652500.1772,-0.7232158021872679,794220652500.1772,0.7232158021872679,0.5230410965333734,True50"national/taxable_interest_income/[tax_unit_is_filer==1,taxable_interest_income>0]",134002778112.0,136403525264.03174,500,-2400747152.0317383,-0.017600330690755187,2400747152.0317383,0.017600330690755187,0.00030977164042393895,True51"national/taxable_ira_distributions/[tax_unit_is_filer==1,taxable_ira_distributions>0]",338608685056.0,471148158911.7688,500,-132539473855.7688,-0.2813116667205087,132539473855.7688,0.2813116667205087,0.07913625383307057,True52"national/taxable_pension_income/[tax_unit_is_filer==1,taxable_pension_income>0]",912048259072.0,974647802620.6338,500,-62599543548.63379,-0.06422786095686676,62599543548.63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