Simulate outcomes for specific households

Use Simulation.calculate_single_household() to use PolicyEngine’s tax-benefit model to compute taxes, benefits and other downstream properties of individual households that you specify. This notebook demonstrates how to use this function to simulate outcomes for specific households.

from policyengine import Simulation

sim = Simulation(
    scope="household",
    country="us",
    data={ # Required for this
        "people": {
            "person": {
                "age": {
                    "2025": 30,
                },
                "employment_income": {
                    "2025": 30_000,
                },
            }
        }
    }
)

sim.calculate_single_household()

/opt/hostedtoolcache/Python/3.11.12/x64/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
  from .autonotebook import tqdm as notebook_tqdm

SingleHousehold(full_household={'people': {'person': {'age': {'2025': 30.0}, 'employment_income': {'2025': 30000.0}, 'child_index': {'2025': 0.0}, 'cliff_evaluated': {'2025': True}, 'cliff_gap': {'2025': 0.0}, 'is_on_cliff': {'2025': False}, 'marginal_tax_rate': {'2025': 0.2261582}, 'adult_index': {'2025': 1.0}, 'adult_earnings_index': {'2025': 1.0}, 'illicit_income': {'2025': 0.0}, 'person_in_poverty': {'2025': False}, 'income_decile': {'2025': -2147483648.0}, 'gambling_losses': {'2025': 0.0}, 'tip_income': {'2025': 0.0}, 'overtime_income': {'2025': 0.0}, 'ssi_qualifying_quarters_earnings': {'2025': 0.0}, 'employment_income_last_year': {'2025': 0.0}, 'gambling_winnings': {'2025': 0.0}, 'weekly_hours_worked': {'2025': 0.0}, 'weekly_hours_worked_before_lsr': {'2025': 0.0}, 'weekly_hours_worked_behavioural_response_income_elasticity': {'2025': 0.0}, 'weekly_hours_worked_behavioural_response_substitution_elasticity': {'2025': 0.0}, 'weekly_hours_worked_behavioural_response': {'2025': 0.0}, 'ssi_reported': {'2025': 0.0}, 'dependent_care_employer_benefits': {'2025': 0.0}, 'taxable_private_pension_income': {'2025': 0.0}, 'tax_exempt_401k_distributions': {'2025': 0.0}, 'public_pension_income': {'2025': 0.0}, 'retirement_benefits_from_ss_exempt_employment': {'2025': 0.0}, 'taxable_sep_distributions': {'2025': 0.0}, 'sep_distributions': {'2025': 0.0}, 'keogh_distributions': {'2025': 0.0}, 'pension_survivors': {'2025': 0.0}, 'tax_exempt_sep_distributions': {'2025': 0.0}, 'tax_exempt_private_pension_income': {'2025': 0.0}, 'retirement_distributions': {'2025': 0.0}, 'military_retirement_pay_survivors': {'2025': 0.0}, 'taxable_403b_distributions': {'2025': 0.0}, 'military_retirement_pay': {'2025': 0.0}, 'tax_exempt_public_pension_income': {'2025': 0.0}, 'private_pension_income': {'2025': 0.0}, 'taxable_ira_distributions': {'2025': 0.0}, 'tax_exempt_403b_distributions': {'2025': 0.0}, 'taxable_federal_pension_income': {'2025': 0.0}, 'tax_exempt_retirement_distributions': {'2025': 0.0}, 'taxable_401k_distributions': {'2025': 0.0}, 'tax_exempt_ira_distributions': {'2025': 0.0}, 'taxable_retirement_distributions': {'2025': 0.0}, 'taxable_public_pension_income': {'2025': 0.0}, 'csrs_retirement_pay': {'2025': 0.0}, 'tax_exempt_pension_income': {'2025': 0.0}, 'pension_income': {'2025': 0.0}, 'railroad_benefits': {'2025': 0.0}, 'taxable_pension_income': {'2025': 0.0}, 'capital_losses': {'2025': -0.0}, 'short_term_capital_gains': {'2025': 0.0}, 'non_sch_d_capital_gains': {'2025': 0.0}, 'long_term_capital_gains_on_small_business_stock': {'2025': 0.0}, 'long_term_capital_gains_on_collectibles': {'2025': 0.0}, 'long_term_capital_gains': {'2025': 0.0}, 'capital_gains': {'2025': 0.0}, 'taxable_interest_income': {'2025': 0.0}, 'tax_exempt_interest_income': {'2025': 0.0}, 'interest_income': {'2025': 0.0}, 'unadjusted_basis_qualified_property': {'2025': 0.0}, 'business_is_sstb': {'2025': False}, 'business_is_qualified': {'2025': True}, 'is_self_employed': {'2025': False}, 'self_employment_income_last_year': {'2025': 0.0}, 'previous_year_income_available': {'2025': False}, 'partnership_s_corp_income': {'2025': 0.0}, 'w2_wages_from_qualified_business': {'2025': 0.0}, 's_corp_self_employment_income': {'2025': 0.0}, 'state_or_federal_salary': {'2025': 0.0}, 'personal_property': {'2025': 0.0}, 'military_service_income': {'2025': 0.0}, 'market_income': {'2025': 30000.0}, 'veterans_benefits': {'2025': 0.0}, 'disability_benefits': {'2025': 0.0}, 'farm_rent_income': {'2025': 0.0}, 'estate_income': {'2025': 0.0}, 'dividend_income': {'2025': 0.0}, 'non_qualified_dividend_income': {'2025': 0.0}, 'qualified_dividend_income': {'2025': 0.0}, 'strike_benefits': {'2025': 0.0}, 'alimony_income': {'2025': 0.0}, 'investment_income_elected_form_4952': {'2025': 0.0}, 'debt_relief': {'2025': 0.0}, 'us_bonds_for_higher_ed': {'2025': 0.0}, 'miscellaneous_income': {'2025': 0.0}, 'military_basic_pay': {'2025': 0.0}, 'rental_income': {'2025': 0.0}, 'gi_cash_assistance': {'2025': 0.0}, 'salt_refund_income': {'2025': 0.0}, 'roth_403b_contributions': {'2025': 0.0}, 'traditional_401k_contributions': {'2025': 0.0}, 'able_contributions_person': {'2025': 0.0}, 'self_employed_pension_contributions': {'2025': 0.0}, 'roth_401k_contributions': {'2025': 0.0}, 'traditional_ira_contributions': {'2025': 0.0}, 'traditional_403b_contributions': {'2025': 0.0}, 'early_withdrawal_penalty': {'2025': 0.0}, 'roth_ira_contributions': {'2025': 0.0}, 'pre_subsidy_rent': {'2025': 0.0}, 'heating_expense_person': {'2025': 0.0}, 'rent': {'2025': 0.0}, 'excess_withheld_payroll_tax': {'2025': 0.0}, 'taxable_estate_value': {'2025': 0.0}, 'state_income_tax_reported': {'2025': 0.0}, 'casualty_loss': {'2025': 0.0}, 'real_estate_taxes': {'2025': 0.0}, 'childcare_provider_type_group': {'2025': 'DCC_SACC'}, 'pre_subsidy_childcare_expenses': {'2025': 0.0}, 'childcare_hours_per_day': {'2025': 0.0}, 'pre_subsidy_care_expenses': {'2025': 0.0}, 'care_expenses': {'2025': 0.0}, 'childcare_days_per_week': {'2025': 0.0}, 'childcare_hours_per_week': {'2025': 0.0}, 'after_school_expenses': {'2025': 0.0}, 'child_support_expense': {'2025': 0.0}, 'child_support_received': {'2025': 0.0}, 'imaging_expense': {'2025': 0.0}, 'medical_out_of_pocket_expenses': {'2025': 0.0}, 'long_term_health_insurance_premiums': {'2025': 0.0}, 'urgent_care_expense': {'2025': 0.0}, 'other_medical_expenses': {'2025': 0.0}, 'self_employed_health_insurance_premiums': {'2025': 0.0}, 'prescription_expense': {'2025': 0.0}, 'has_marketplace_health_coverage': {'2025': True}, 'er_visit_expense': {'2025': 0.0}, 'health_insurance_premiums_without_medicare_part_b': {'2025': 0.0}, 'health_insurance_premiums': {'2025': 0.0}, 'physician_services_expense': {'2025': 0.0}, 'health_savings_account_payroll_contributions': {'2025': 0.0}, 'over_the_counter_health_expenses': {'2025': 0.0}, 'outpatient_expense': {'2025': 0.0}, 'medicare_part_b_premiums': {'2025': 0.0}, 'inpatient_expense': {'2025': 0.0}, 'ambulance_expense': {'2025': 0.0}, 'employer_contribution_to_health_insurance_premiums_category': {'2025': 'NONE'}, 'lab_expense': {'2025': 0.0}, 'non_public_school_tuition': {'2025': 0.0}, 'investment_in_529_plan_indv': {'2025': 0.0}, 'count_529_contribution_beneficiaries': {'2025': 0.0}, 'alimony_expense': {'2025': 0.0}, 'student_loan_interest': {'2025': 0.0}, 'deductible_interest_expense': {'2025': 0.0}, 'non_mortgage_interest': {'2025': 0.0}, 'tax_preparation_fees': {'2025': 0.0}, 'investment_expenses': {'2025': 0.0}, 'qualified_adoption_assistance_expense': {'2025': 0.0}, 'non_deductible_mortgage_interest': {'2025': 0.0}, 'qualified_tuition_expenses': {'2025': 0.0}, 'mortgage_interest': {'2025': 0.0}, 'educator_expense': {'2025': 0.0}, 'unreimbursed_business_employee_expenses': {'2025': 0.0}, 'investment_interest_expense': {'2025': 0.0}, 'deductible_mortgage_interest': {'2025': 0.0}, 'home_mortgage_interest': {'2025': 0.0}, 'charitable_cash_donations': {'2025': 0.0}, 'charitable_non_cash_donations': {'2025': 0.0}, 'person_family_id': {'2025': 0.0}, 'person_tax_unit_id': {'2025': 0.0}, 'person_id': {'2025': 0.0}, 'person_household_id': {'2025': 0.0}, 'person_spm_unit_id': {'2025': 0.0}, 'person_weight': {'2025': 0.0}, 'is_separated': {'2025': False}, 'is_surviving_spouse': {'2025': False}, 'person_marital_unit_id': {'2025': 0.0}, 'is_tax_unit_dependent': {'2025': False}, 'is_tax_unit_head_or_spouse': {'2025': True}, 'is_child_of_tax_head': {'2025': False}, 'is_tax_unit_spouse': {'2025': False}, 'is_tax_unit_head': {'2025': True}, 'is_male': {'2025': True}, 'claimed_as_dependent_on_another_return': {'2025': False}, 'is_incapable_of_self_care': {'2025': False}, 'is_breastfeeding': {'2025': False}, 'divorce_year': {'2025': 2010.0}, 'share_of_care_and_support_costs_paid_by_tax_filer': {'2025': 0.0}, 'immigration_status_str': {'2025': 'CITIZEN'}, 'years_in_military': {'2025': 0.0}, 'cps_race': {'2025': 0.0}, 'immigration_status': {'2025': 'CITIZEN'}, 'current_pregnancies': {'2025': 0.0}, 'adopted_this_year': {'2025': False}, 'is_english_proficient': {'2025': False}, 'is_surviving_child_of_disabled_veteran': {'2025': False}, 'is_child_dependent': {'2025': False}, 'year_of_retirement': {'2025': 0.0}, 'is_runaway_child': {'2025': False}, 'is_pregnant': {'2025': False}, 'is_adult': {'2025': True}, 'is_permanently_disabled_veteran': {'2025': False}, 'is_fully_disabled_service_connected_veteran': {'2025': False}, 'retired_from_federal_government': {'2025': False}, 'is_permanently_and_totally_disabled': {'2025': False}, 'is_in_k12_school': {'2025': False}, 'has_disabled_spouse': {'2025': False}, 'care_and_support_payments_from_tax_filer': {'2025': 0.0}, 'is_in_secondary_school': {'2025': False}, 'is_incarcerated': {'2025': False}, 'is_mother': {'2025': False}, 'technical_institution_student': {'2025': False}, 'is_grandparent_of_filer_or_spouse': {'2025': False}, 'current_pregnancy_month': {'2025': 0.0}, 'is_surviving_spouse_of_disabled_veteran': {'2025': False}, 'in_out_of_home_care_facility': {'2025': False}, 'is_full_time_student': {'2025': False}, 'year_deceased': {'2025': 0.0}, 'is_in_foster_care': {'2025': False}, 'is_in_k12_nonpublic_school': {'2025': False}, 'was_in_foster_care': {'2025': False}, 'is_female': {'2025': False}, 'is_migratory_child': {'2025': False}, 'is_veteran': {'2025': False}, 'is_hispanic': {'2025': False}, 'is_deaf': {'2025': False}, 'is_parent_of_filer_or_spouse': {'2025': False}, 'receives_or_needs_protective_services': {'2025': False}, 'race': {'2025': 'OTHER'}, 'is_blind': {'2025': False}, 'is_deceased': {'2025': False}, 'is_retired': {'2025': False}, 'has_itin': {'2025': True}, 'four_year_college_student': {'2025': False}, 'is_parent': {'2025': False}, 'is_full_time_college_student': {'2025': False}, 'is_severely_disabled': {'2025': False}, 'is_father': {'2025': False}, 'vehicles_owned': {'2025': 0.0}, 'ssn_card_type': {'2025': 'CITIZEN'}, 'is_disabled': {'2025': False}, 'is_household_head': {'2025': False}, 'people': {'2025': 1.0}, 'own_children_in_household': {'2025': 0.0}, 'is_in_foster_care_group_home': {'2025': False}, 'care_and_support_costs': {'2025': 0.0}, 'count_days_postpartum': {'2025': 'Infinity'}, 'under_12_months_postpartum': {'2025': False}, 'under_60_days_postpartum': {'2025': False}, 'age_group': {'2025': 'WORKING_AGE'}, 'birth_year': {'2025': 1995.0}, 'monthly_age': {'2025': 360.0}, 'is_senior': {'2025': False}, 'is_child': {'2025': False}, 'is_wa_adult': {'2025': True}, 'e02000': {'2025': 0.0}, 'e26270': {'2025': 0.0}, 'e19200': {'2025': 0.0}, 'e18500': {'2025': 0.0}, 'e19800': {'2025': 0.0}, 'e20400': {'2025': 0.0}, 'e20100': {'2025': 0.0}, 'e00700': {'2025': 0.0}, 'e03270': {'2025': 0.0}, 'e24515': {'2025': 0.0}, 'e03300': {'2025': 0.0}, 'e07300': {'2025': 0.0}, 'e62900': {'2025': 0.0}, 'e32800': {'2025': 0.0}, 'e87530': {'2025': 0.0}, 'e03240': {'2025': 0.0}, 'e01100': {'2025': 0.0}, 'e01200': {'2025': 0.0}, 'e24518': {'2025': 0.0}, 'e09900': {'2025': 0.0}, 'e27200': {'2025': 0.0}, 'e03290': {'2025': 0.0}, 'e58990': {'2025': 0.0}, 'e03230': {'2025': 0.0}, 'e11200': {'2025': 0.0}, 'e07260': {'2025': 0.0}, 'e07240': {'2025': 0.0}, 'e03220': {'2025': 0.0}, 'p08000': {'2025': 0.0}, 'e03400': {'2025': 0.0}, 'e09800': {'2025': 0.0}, 'e09700': {'2025': 0.0}, 'e03500': {'2025': 0.0}, 'e87521': {'2025': 0.0}, 'is_usda_elderly': {'2025': False}, 'is_usda_disabled': {'2025': False}, 'wic_category': {'2025': 'NONE'}, 'meets_wic_categorical_eligibility': {'2025': False}, 'is_wic_at_nutritional_risk': {'2025': True}, 'receives_wic': {'2025': False}, 'would_claim_wic': {'2025': True}, 'wic': {'2025': 0.0}, 'wic_category_str': {'2025': 'NONE'}, 'is_wic_eligible': {'2025': False}, 'commodity_supplemental_food_program_eligible': {'2025': False}, 'commodity_supplemental_food_program': {'2025': 0.0}, 'is_snap_ineligible_student': {'2025': False}, 'la_general_relief_gross_income': {'2025': 0.0}, 'la_general_relief_immigration_status_eligible_person': {'2025': False}, 'ca_la_expectant_parent_payment': {'2025': 0.0}, 'ca_la_expectant_parent_payment_eligible': {'2025': False}, 'ca_la_infant_supplement_eligible_person': {'2025': False}, 'is_co_denver_dhs_elderly': {'2025': False}, 'assessed_property_value': {'2025': 0.0}, 'is_tce_eligible': {'2025': False}, 'self_employment_social_security_tax': {'2025': 0.0}, 'taxable_self_employment_income': {'2025': 0.0}, 'social_security_taxable_self_employment_income': {'2025': 0.0}, 'self_employment_medicare_tax': {'2025': 0.0}, 'self_employment_tax': {'2025': 0.0}, 'estate_tax': {'2025': 0.0}, 'estate_tax_before_credits': {'2025': 0.0}, 'payroll_tax_gross_wages': {'2025': 30000.0}, 'employer_medicare_tax': {'2025': 435.0}, 'employee_medicare_tax': {'2025': 435.0}, 'employer_social_security_tax': {'2025': 1860.0}, 'taxable_earnings_for_social_security': {'2025': 30000.0}, 'employee_social_security_tax': {'2025': 1860.0}, 'adjusted_earnings': {'2025': 30000.0}, 'adjusted_gross_income_person': {'2025': 30000.0}, 'self_employment_tax_ald_person': {'2025': 0.0}, 'self_employed_pension_contribution_ald_person': {'2025': 0.0}, 'self_employed_health_insurance_ald_person': {'2025': 0.0}, 'student_loan_interest_ald_magi': {'2025': 0.0}, 'student_loan_interest_ald_eligible': {'2025': False}, 'student_loan_interest_ald': {'2025': 0.0}, 'irs_gross_income': {'2025': 30000.0}, 'pre_tax_contributions': {'2025': 0.0}, 'irs_employment_income': {'2025': 30000.0}, 'taxable_unemployment_compensation': {'2025': 0.0}, 'tax_exempt_unemployment_compensation': {'2025': 0.0}, 'earned_income_last_year': {'2025': 0.0}, 'earned_income': {'2025': 30000.0}, 'taxable_social_security': {'2025': 0.0}, 'qualified_business_income_deduction_person': {'2025': 0.0}, 'qbid_amount': {'2025': 0.0}, 'qualified_business_income': {'2025': 0.0}, 'is_irs_aged': {'2025': False}, 'vita_eligible': {'2025': True}, 'other_credits': {'2025': 0.0}, 'amt_foreign_tax_credit': {'2025': 0.0}, 'is_cdcc_eligible': {'2025': False}, 'meets_eitc_identification_requirements': {'2025': True}, 'estate_tax_credit': {'2025': 0.0}, 'total_disability_payments': {'2025': 0.0}, 'retired_on_total_disability': {'2025': False}, 'qualifies_for_elderly_or_disabled_credit': {'2025': False}, 'general_business_credit': {'2025': 0.0}, 'is_eligible_for_american_opportunity_credit': {'2025': False}, 'ctc_qualifying_child': {'2025': False}, 'ctc_child_individual_maximum': {'2025': 0.0}, 'ctc_child_individual_maximum_arpa': {'2025': 0.0}, 'ctc_individual_maximum': {'2025': 0.0}, 'ctc_adult_individual_maximum': {'2025': 0.0}, 'prior_year_minimum_tax_credit': {'2025': 0.0}, 'savers_credit_person': {'2025': 0.0}, 'savers_credit_eligible_person': {'2025': True}, 'savers_credit_qualified_contributions': {'2025': 0.0}, 'pr_compensatory_low_income_credit': {'2025': 0.0}, 'pr_low_income_credit_eligible_person': {'2025': False}, 'uncapped_ssi': {'2025': 0.0}, 'ssi': {'2025': 0.0}, 'ssi_amount_if_eligible': {'2025': 11604.0}, 'ssi_claim_is_joint': {'2025': False}, 'is_ssi_eligible': {'2025': False}, 'ssi_unearned_income': {'2025': 0.0}, 'ssi_countable_income': {'2025': 0.0}, 'ssi_engaged_in_sga': {'2025': True}, 'is_ssi_blind_or_disabled_working_student_exclusion_eligible': {'2025': 0.0}, 'ssi_earned_income': {'2025': 30000.0}, 'ssi_blind_or_disabled_working_student_exclusion': {'2025': 0.0}, 'ssi_marital_unearned_income': {'2025': 0.0}, 'ssi_marital_earned_income': {'2025': 30000.0}, 'ssi_marital_both_eligible': {'2025': False}, 'ssi_ineligible_child_allocation': {'2025': 0.0}, 'ssi_ineligible_parent_allocation': {'2025': 0.0}, 'ssi_income_deemed_from_ineligible_spouse': {'2025': 0.0}, 'ssi_unearned_income_deemed_from_ineligible_spouse': {'2025': 0.0}, 'ssi_earned_income_deemed_from_ineligible_spouse': {'2025': 0.0}, 'ssi_unearned_income_deemed_from_ineligible_parent': {'2025': 0.0}, 'is_ssi_eligible_individual': {'2025': False}, 'is_ssi_disabled': {'2025': False}, 'is_ssi_ineligible_spouse': {'2025': True}, 'ssi_category': {'2025': 'NONE'}, 'is_ssi_eligible_spouse': {'2025': False}, 'is_ssi_aged': {'2025': False}, 'is_ssi_qualified_noncitizen': {'2025': False}, 'is_ssi_ineligible_parent': {'2025': False}, 'is_ssi_aged_blind_disabled': {'2025': False}, 'is_ssi_ineligible_child': {'2025': False}, 'meets_ssi_resource_test': {'2025': True}, 'ssi_countable_resources': {'2025': 0.0}, 'social_security_disability': {'2025': 0.0}, 'social_security_retirement': {'2025': 0.0}, 'social_security_dependents': {'2025': 0.0}, 'social_security_survivors': {'2025': 0.0}, 'social_security': {'2025': 0.0}, 'never_eligible_for_social_security_benefits': {'2025': False}, 'workers_compensation': {'2025': 0.0}, 'general_assistance': {'2025': 0.0}, 'unemployment_compensation': {'2025': 0.0}, 'nc_withheld_income_tax': {'2025': 0.0}, 'nc_military_retirement_deduction_eligible': {'2025': False}, 'nc_scca_child_age_eligible': {'2025': False}, 'nc_scca_age_group': {'2025': 3.0}, 'nc_scca_is_school_age': {'2025': False}, 'nc_scca_market_rate': {'2025': 0.0}, 'wv_withheld_income_tax': {'2025': 0.0}, 'wv_public_pension_subtraction_person': {'2025': 0.0}, 'wv_social_security_benefits_subtraction_person': {'2025': 0.0}, 'wv_senior_citizen_disability_deduction_total_modifications': {'2025': 0.0}, 'wv_senior_citizen_disability_deduction_person': {'2025': 0.0}, 'wv_senior_citizen_disability_deduction_eligible_person': {'2025': False}, 'va_agi_person': {'2025': 0.0}, 'va_agi_share': {'2025': 0.0}, 'va_withheld_income_tax': {'2025': 0.0}, 'va_agi_less_exemptions_person': {'2025': 0.0}, 'va_aged_blind_exemption_person': {'2025': 0.0}, 'va_personal_exemption_person': {'2025': 0.0}, 'va_eitc_person': {'2025': 0.0}, 'mn_withheld_income_tax': {'2025': 0.0}, 'ca_in_medical_care_facility': {'2025': False}, 'ca_foster_care_minor_dependent': {'2025': False}, 'ca_state_disability_insurance': {'2025': 0.0}, 'ca_ffyp_eligible': {'2025': False}, 'ca_withheld_income_tax': {'2025': 379.25394}, 'ca_is_qualifying_child_for_caleitc': {'2025': False}, 'ca_foster_youth_tax_credit_person': {'2025': 0.0}, 'ca_foster_youth_tax_credit_eligible_person': {'2025': False}, 'ca_cvrp': {'2025': 0.0}, 'is_ca_cvrp_normal_rebate_eligible': {'2025': True}, 'is_ca_cvrp_increased_rebate_eligible': {'2025': True}, 'ca_cvrp_vehicle_rebate_amount': {'2025': 0.0}, 'ca_in_home_supportive_services': {'2025': 0.0}, 'ca_state_supplement_eligible_person': {'2025': False}, 'ca_calworks_child_care_full_time': {'2025': False}, 'ca_calworks_child_care_provider_category': {'2025': 'CHILD_CARE_CENTER'}, 'ca_calworks_child_care_days_per_month': {'2025': 0.0}, 'ca_calworks_child_care_time_category': {'2025': 'WEEKLY'}, 'ca_calworks_child_care_weeks_per_month': {'2025': 0.0}, 'ca_calworks_child_care_payment_factor': {'2025': 12.0}, 'ca_calworks_child_care_time_coefficient': {'2025': 0.0}, 'ca_calworks_child_care_factor_category': {'2025': 'STANDARD'}, 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False}, 'de_elderly_or_disabled_income_exclusion_joint': {'2025': 0.0}, 'de_elderly_or_disabled_income_exclusion_indiv': {'2025': 0.0}, 'de_deduction_joint': {'2025': 0.0}, 'de_deduction_indv': {'2025': 0.0}, 'de_itemized_deductions_indv': {'2025': 0.0}, 'de_itemized_deductions_joint': {'2025': 0.0}, 'de_base_standard_deduction_indv': {'2025': 0.0}, 'de_standard_deduction_joint': {'2025': 0.0}, 'de_standard_deduction_indv': {'2025': 0.0}, 'de_base_standard_deduction_joint': {'2025': 0.0}, 'de_additional_standard_deduction': {'2025': 0.0}, 'sc_withheld_income_tax': {'2025': 0.0}, 'sc_senior_exemption_person': {'2025': 0.0}, 'sc_retirement_deduction_indv': {'2025': 0.0}, 'sc_retirement_deduction_survivors': {'2025': 0.0}, 'sc_retirement_cap': {'2025': 0.0}, 'sc_military_deduction_survivors': {'2025': 0.0}, 'sc_military_deduction_indv': {'2025': 0.0}, 'sc_gross_earned_income': {'2025': 0.0}, 'sc_tuition_credit_eligible': {'2025': False}, 'sc_tuition_credit': {'2025': 0.0}, 'az_withheld_income_tax': {'2025': 0.0}, 'az_aged_exemption_eligible_person': {'2025': 0.0}, 'az_parents_grandparents_exemption': {'2025': 0.0}, 'az_aged_exemption': {'2025': 0.0}, 'az_tanf_eligible_child': {'2025': False}, 'mo_withheld_income_tax': {'2025': 0.0}, 'mo_income_tax_before_credits': {'2025': 0.0}, 'mo_income_tax_exempt': {'2025': 0.0}, 'mo_adjusted_gross_income': {'2025': 0.0}, 'mo_qualified_health_insurance_premiums': {'2025': 0.0}, 'mo_taxable_income': {'2025': 0.0}, 'mo_pension_and_ss_or_ssd_deduction_section_c': {'2025': 0.0}, 'mo_pension_and_ss_or_ssd_deduction_section_a': {'2025': 0.0}, 'mo_pension_and_ss_or_ssd_deduction_section_b': {'2025': 0.0}, 'ma_mbta_senior_charlie_card_eligible': {'2025': False}, 'ma_mbta_income_eligible_reduced_fare_eligible': {'2025': False}, 'ma_mbta_enrolled_in_applicable_programs': {'2025': False}, 'ma_mbta_tap_charlie_card_eligible': {'2025': False}, 'ma_withheld_income_tax': {'2025': 0.0}, 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'oh_unreimbursed_medical_care_expense_deduction_person': {'2025': 0.0}, 'oh_uninsured_unreimbursed_medical_care_expenses': {'2025': 0.0}, 'oh_insured_unreimbursed_medical_care_expense_amount': {'2025': 0.0}, 'oh_insured_unreimbursed_medical_care_expenses_person': {'2025': 0.0}, 'oh_529_plan_deduction_person': {'2025': 0.0}, 'ri_withheld_income_tax': {'2025': 0.0}, 'co_quality_rating_of_child_care_facility': {'2025': 0.0}, 'co_ccap_child_eligible': {'2025': False}, 'co_chp_out_of_pocket_maximum': {'2025': 1500.0}, 'co_chp_eligible': {'2025': False}, 'co_chp': {'2025': 0.0}, 'co_withheld_income_tax': {'2025': 0.0}, 'co_pension_subtraction_income': {'2025': 0.0}, 'co_pension_subtraction_indv_eligible': {'2025': False}, 'co_social_security_subtraction_indv': {'2025': 0.0}, 'co_social_security_subtraction_indv_eligible': {'2025': 0.0}, 'co_pension_subtraction_indv': {'2025': 0.0}, 'co_family_affordability_credit': {'2025': 0.0}, 'co_ctc_eligible_child': {'2025': False}, 'co_federal_ctc_child_individual_maximum': {'2025': 0.0}, 'co_state_supplement': {'2025': 0.0}, 'co_state_supplement_eligible': {'2025': False}, 'co_oap_eligible': {'2025': False}, 'co_oap': {'2025': 0.0}, 'md_snap_is_elderly': {'2025': False}, 'md_withheld_income_tax': {'2025': 0.0}, 'md_pension_subtraction_amount': {'2025': 0.0}, 'md_socsec_subtraction_amount': {'2025': 0.0}, 'md_hundred_year_subtraction_eligible': {'2025': False}, 'md_hundred_year_subtraction_person': {'2025': 0.0}, 'ia_withheld_income_tax': {'2025': 0.0}, 'ia_regular_tax_indiv': {'2025': 0.0}, 'ia_base_tax_joint': {'2025': 0.0}, 'ia_regular_tax_joint': {'2025': 0.0}, 'ia_amt_indiv': {'2025': 0.0}, 'ia_taxable_income_joint': {'2025': 0.0}, 'ia_base_tax_indiv': {'2025': 0.0}, 'ia_taxable_income_indiv': {'2025': 0.0}, 'ia_amt_joint': {'2025': 0.0}, 'ia_alternate_tax_joint': {'2025': 0.0}, 'ia_alternate_tax_indiv': {'2025': 0.0}, 'ia_fedtax_deduction': {'2025': 0.0}, 'ia_itemized_deductions_indiv': {'2025': 0.0}, 'ia_standard_deduction_indiv': {'2025': 0.0}, 'ia_basic_deduction_indiv': {'2025': 0.0}, 'ia_basic_deduction_joint': {'2025': 0.0}, 'ia_itemized_deductions_joint': {'2025': 0.0}, 'ia_qbi_deduction': {'2025': 0.0}, 'ia_standard_deduction_joint': {'2025': 0.0}, 'ia_net_income': {'2025': 0.0}, 'ia_prorate_fraction': {'2025': 0.0}, 'ia_gross_income': {'2025': 0.0}, 'ia_income_adjustments': {'2025': 0.0}, 'ia_pension_exclusion_eligible': {'2025': False}, 'ia_pension_exclusion': {'2025': 0.0}, 'ks_withheld_income_tax': {'2025': 0.0}, 'ks_disabled_veteran_exemptions_eligible_person': {'2025': False}, 'ct_withheld_income_tax': {'2025': 0.0}, 'nd_withheld_income_tax': {'2025': 0.0}, 'dc_withheld_income_tax': {'2025': 0.0}, 'dc_agi': {'2025': 0.0}, 'dc_taxable_income_indiv': {'2025': 0.0}, 'dc_additions': {'2025': 0.0}, 'dc_self_employment_loss_addition': {'2025': 0.0}, 'dc_disabled_exclusion_subtraction': {'2025': 0.0}, 'dc_income_subtractions': {'2025': 0.0}, 'dc_disability_exclusion': {'2025': 0.0}, 'dc_ctc_eligible_child': {'2025': False}, 'dc_deduction_indiv': {'2025': 0.0}, 'dc_tanf_gross_earned_income': {'2025': 0.0}, 'dc_tanf_earned_income_after_disregard_person': {'2025': 0.0}, 'dc_tanf_gross_unearned_income': {'2025': 0.0}, 'dc_tanf_demographic_eligible_person': {'2025': False}, 'dc_tanf_immigration_status_eligible_person': {'2025': False}, 'ok_withheld_income_tax': {'2025': 0.0}, 'me_withheld_income_tax': {'2025': 0.0}, 'ga_withheld_income_tax': {'2025': 0.0}, 'ga_retirement_exclusion_person': {'2025': 0.0}, 'ga_retirement_exclusion_eligible_person': {'2025': False}, 'ga_retirement_income_exclusion_retirement_income': {'2025': 0.0}, 'ga_retirement_exclusion_countable_earned_income': {'2025': 0.0}, 'ga_military_retirement_exclusion_eligible_person': {'2025': False}, 'ga_military_retirement_exclusion_person': {'2025': 0.0}, 'mi_withheld_income_tax': {'2025': 0.0}, 'mi_disabled_exemption_eligible_person': {'2025': 0.0}, 'in_withheld_income_tax': {'2025': 0.0}, 'in_is_qualifying_dependent_child': {'2025': False}, 'il_bap_eligible': {'2025': False}, 'il_withheld_income_tax': {'2025': 0.0}, 'il_cta_rta_reduced_fare_eligible': {'2025': False}, 'il_cta_student_reduced_fare_eligible': {'2025': False}, 'il_cta_reduced_fare_eligible': {'2025': False}, 'il_cta_children_reduced_fare_eligible': {'2025': False}, 'il_cta_free_ride_eligible': {'2025': False}, 'il_cta_military_service_pass_eligible': {'2025': False}, 'ut_withheld_income_tax': {'2025': 0.0}, 'ut_at_home_parent_credit_earned_income_eligible_person': {'2025': False}, 'ut_personal_exemption_additional_dependent_eligible': {'2025': False}, 'hi_withheld_income_tax': {'2025': 0.0}, 'hi_cdcc_income_floor_eligible': {'2025': False}, 'hi_food_excise_credit_child_receiving_public_support': {'2025': False}, 'or_withheld_income_tax': {'2025': 0.0}, 'or_retirement_credit_eligible': {'2025': False}, 'id_withheld_income_tax': {'2025': 0.0}, 'id_aged_or_disabled_deduction_eligible_person': {'2025': False}, 'id_aged_or_disabled_credit_eligible_person': {'2025': False}, 'id_grocery_credit_aged': {'2025': 0.0}, 'id_grocery_credit_base': {'2025': 0.0}, 'id_grocery_credit_qualifying_month': {'2025': False}, 'id_grocery_credit_qualified_months': {'2025': 0.0}, 'id_retirement_benefits_deduction_relevant_income': {'2025': 0.0}, 'id_retirement_benefits_deduction_eligible_person': {'2025': False}, 'ak_permanent_fund_dividend': {'2025': 0.0}, 'ak_energy_relief': {'2025': 0.0}, 'al_withheld_income_tax': {'2025': 0.0}, 'al_retirement_exemption_eligible_person': {'2025': False}, 'al_retirement_exemption_person': {'2025': 0.0}, 'ky_agi': {'2025': 0.0}, 'ky_withheld_income_tax': {'2025': 0.0}, 'ky_taxable_income_joint': {'2025': 0.0}, 'ky_taxable_income_indiv': {'2025': 0.0}, 'ky_income_tax_before_non_refundable_credits_joint': {'2025': 0.0}, 'ky_income_tax_before_non_refundable_credits_indiv': {'2025': 0.0}, 'ky_additions': {'2025': 0.0}, 'ky_subtractions': {'2025': 0.0}, 'ky_pension_income_exclusion': {'2025': 0.0}, 'ky_service_credit_months_pre_1998': {'2025': 0.0}, 'ky_service_credits_percentage_pre_1998': {'2025': 0.0}, 'ky_pension_income_exclusion_exemption_eligible': {'2025': False}, 'retired_from_ky_government': {'2025': False}, 'ky_service_credit_months_post_1997': {'2025': 0.0}, 'ky_blind_personal_tax_credits': {'2025': 0.0}, 'ky_aged_personal_tax_credits': {'2025': 0.0}, 'ky_personal_tax_credits_joint': {'2025': 0.0}, 'ky_military_personal_tax_credits': {'2025': 0.0}, 'ky_personal_tax_credits_indiv': {'2025': 0.0}, 'ky_itemized_deductions_joint': {'2025': 0.0}, 'ky_itemized_deductions_indiv': {'2025': 0.0}, 'ky_deductions_joint': {'2025': 0.0}, 'ky_standard_deduction_indiv': {'2025': 0.0}, 'ky_deductions_indiv': {'2025': 0.0}, 'ky_standard_deduction_joint': {'2025': 0.0}, 'ne_withheld_income_tax': {'2025': 0.0}, 'ne_school_readiness_credit_child_care_worker_rating': {'2025': 0.0}, 'ne_school_readiness_credit_eligible_worker': {'2025': False}, 'ne_school_readiness_credit': {'2025': 0.0}, 'ne_refundable_ctc_eligible_child': {'2025': False}, 'ne_dhhs_has_special_needs': {'2025': False}, 'ne_child_care_subsidy_eligible_child': {'2025': False}, 'ne_child_care_subsidy_eligible_parent': {'2025': False}, 'la_withheld_income_tax': {'2025': 0.0}, 'la_receives_blind_exemption': {'2025': True}, 'la_blind_exemption_person': {'2025': 0.0}, 'la_retirement_exemption_person': {'2025': 0.0}, 'la_disability_income_exemption_person': {'2025': 0.0}, 'la_quality_rating_of_child_care_facility': {'2025': 0.0}, 'la_school_readiness_credit_eligible_child': {'2025': False}, 'nj_withheld_income_tax': {'2025': 0.0}, 'nj_eligible_pension_income': {'2025': 0.0}, 'nj_total_income': {'2025': 0.0}, 'nj_additions': {'2025': 0.0}, 'nj_agi_subtractions': {'2025': 0.0}, 'ar_taxable_income_indiv': {'2025': 0.0}, 'ar_withheld_income_tax': {'2025': 0.0}, 'ar_taxable_capital_gains_joint': {'2025': 0.0}, 'ar_gross_income_joint': {'2025': 0.0}, 'ar_exemptions': {'2025': 0.0}, 'ar_agi_indiv': {'2025': 0.0}, 'ar_income_tax_before_non_refundable_credits_joint': {'2025': 0.0}, 'ar_income_tax_before_non_refundable_credits_indiv': {'2025': 0.0}, 'ar_gross_income_indiv': {'2025': 0.0}, 'ar_taxable_capital_gains_indiv': {'2025': 0.0}, 'ar_taxable_income_joint': {'2025': 0.0}, 'ar_agi_joint': {'2025': 0.0}, 'ar_retirement_or_disability_benefits_exemption_person': {'2025': 0.0}, 'ar_capped_retirement_or_disability_benefits_exemption_person': {'2025': 0.0}, 'ar_military_retirement_income_person': {'2025': 0.0}, 'ar_inflation_relief_credit_person': {'2025': 0.0}, 'ar_personal_credit_dependent': {'2025': 0.0}, 'ar_personal_credit_disabled_dependent': {'2025': 0.0}, 'ar_low_income_tax_joint': {'2025': 0.0}, 'ar_deduction_indiv': {'2025': 0.0}, 'ar_deduction_joint': {'2025': 0.0}, 'ar_itemized_deductions_joint': {'2025': 0.0}, 'ar_itemized_deductions_indiv': {'2025': 0.0}, 'ar_post_secondary_education_tuition_deduction_person': {'2025': 0.0}, 'ar_standard_deduction_joint': {'2025': 0.0}, 'ar_standard_deduction_indiv': {'2025': 0.0}, 'mt_capital_gains_tax_joint': {'2025': 0.0}, 'mt_capital_gains_tax_indiv': {'2025': 0.0}, 'mt_capital_gains_tax_applicable_threshold_joint': {'2025': 0.0}, 'mt_capital_gains_tax_applicable_threshold_indiv': {'2025': 0.0}, 'mt_withheld_income_tax': {'2025': 0.0}, 'mt_taxable_social_security': {'2025': 0.0}, 'mt_applicable_ald_deductions': {'2025': 0.0}, 'mt_agi': {'2025': 0.0}, 'mt_non_refundable_credits': {'2025': 0.0}, 'mt_pre_dependent_exemption_taxable_income_indiv': {'2025': 0.0}, 'mt_taxable_income_joint': {'2025': 0.0}, 'mt_refundable_credits': {'2025': 0.0}, 'mt_regular_income_tax_indiv': {'2025': 0.0}, 'mt_income_tax_before_refundable_credits_indiv': {'2025': 0.0}, 'mt_taxable_income_indiv': {'2025': 0.0}, 'mt_income_tax_before_non_refundable_credits_indiv': {'2025': 0.0}, 'mt_refundable_credits_before_renter_credit': {'2025': 0.0}, 'mt_income_tax_indiv': {'2025': 0.0}, 'mt_interest_exemption_eligible_person': {'2025': False}, 'mt_interest_exemption_person': {'2025': 0.0}, 'mt_personal_exemptions_indiv': {'2025': 0.0}, 'mt_personal_exemptions_joint': {'2025': 0.0}, 'mt_dependent_exemptions_person': {'2025': 0.0}, 'mt_aged_exemption_eligible_person': {'2025': False}, 'mt_additions': {'2025': 0.0}, 'mt_subtractions': {'2025': 0.0}, 'mt_tuition_subtraction_person': {'2025': 0.0}, 'mt_disability_income_exclusion_eligible_person': {'2025': False}, 'mt_disability_income_exclusion_person': {'2025': 0.0}, 'mt_old_age_subtraction': {'2025': 0.0}, 'mt_capital_gain_credit': {'2025': 0.0}, 'mt_eitc': {'2025': 0.0}, 'mt_elderly_homeowner_or_renter_credit': {'2025': 0.0}, 'mt_elderly_homeowner_or_renter_credit_gross_household_income': {'2025': 0.0}, 'mt_elderly_homeowner_or_renter_credit_net_household_income': {'2025': 0.0}, 'mt_elderly_homeowner_or_renter_credit_eligible': {'2025': False}, 'mt_deductions_indiv': {'2025': 0.0}, 'mt_child_dependent_care_expense_deduction_eligible_child': {'2025': False}, 'mt_child_dependent_care_expense_deduction': {'2025': 0.0}, 'mt_federal_income_tax_deduction_indiv': {'2025': 0.0}, 'mt_misc_deductions': {'2025': 0.0}, 'mt_itemized_deductions_joint': {'2025': 0.0}, 'mt_itemized_deductions_indiv': {'2025': 0.0}, 'mt_medical_expense_deduction_indiv': {'2025': 0.0}, 'mt_medical_expense_deduction_joint': {'2025': 0.0}, 'mt_salt_deduction': {'2025': 0.0}, 'mt_standard_deduction_indiv': {'2025': 0.0}, 'mt_standard_deduction_joint': {'2025': 0.0}, 'wi_withheld_income_tax': {'2025': 0.0}, 'pa_withheld_income_tax': {'2025': 0.0}, 'pa_nontaxable_pension_income': {'2025': 0.0}, 'ny_withheld_income_tax': {'2025': 0.0}, 'ny_pension_exclusion': {'2025': 0.0}, 'ms_agi_adjustments': {'2025': 0.0}, 'ms_income_tax_before_credits_joint': {'2025': 0.0}, 'ms_withheld_income_tax': {'2025': 0.0}, 'ms_agi': {'2025': 0.0}, 'ms_income_tax_before_credits_indiv': {'2025': 0.0}, 'ms_prorate_fraction': {'2025': 0.0}, 'ms_retirement_income_exemption': {'2025': 0.0}, 'ms_self_employment_adjustment': {'2025': 0.0}, 'ms_national_guard_or_reserve_pay_adjustment': {'2025': 0.0}, 'ms_total_exemptions_joint': {'2025': 0.0}, 'ms_total_exemptions_indiv': {'2025': 0.0}, 'ms_taxable_income_joint': {'2025': 0.0}, 'ms_pre_deductions_taxable_income_indiv': {'2025': 0.0}, 'ms_taxable_income_indiv': {'2025': 0.0}, 'ms_deductions_indiv': {'2025': 0.0}, 'ms_deductions_joint': {'2025': 0.0}, 'ms_itemized_deductions_joint': {'2025': 0.0}, 'ms_itemized_deductions_indiv': {'2025': 0.0}, 'ms_standard_deduction_indiv': {'2025': 0.0}, 'ms_standard_deduction_joint': {'2025': 0.0}, 'vt_withheld_income_tax': {'2025': 0.0}, 'cost_of_attending_college': {'2025': 0.0}, 'pell_grant_countable_assets': {'2025': 0.0}, 'pell_grant_months_in_school': {'2025': 0.0}, 'pell_grant_formula': {'2025': 'B'}, 'pell_grant': {'2025': 0.0}, 'pell_grant_uses_sai': {'2025': True}, 'pell_grant_sai': {'2025': 0.0}, 'pell_grant_min_fpg_percent_limit': {'2025': 2.75}, 'pell_grant_max_fpg_percent_limit': {'2025': 2.25}, 'pell_grant_eligibility_type': {'2025': 'MAXIMUM'}, 'pell_grant_household_type': {'2025': 'INDEPENDENT_SINGLE'}, 'pell_grant_simplified_formula_applies': {'2025': False}, 'pell_grant_efc': {'2025': 0.0}, 'pell_grant_uses_efc': {'2025': False}, 'pell_grant_head_contribution': {'2025': 0.0}, 'pell_grant_contribution_from_assets': {'2025': 0.0}, 'pell_grant_head_allowances': {'2025': 0.0}, 'pell_grant_head_available_income': {'2025': 0.0}, 'pell_grant_dependent_contribution': {'2025': -3520.0}, 'pell_grant_dependent_available_income': {'2025': 0.0}, 'pell_grant_dependent_other_allowances': {'2025': 0.0}, 'pell_grant_dependent_allowances': {'2025': 7040.0}, 'relative_capital_gains_mtr_change': {'2025': 0.0}, 'capital_gains_elasticity': {'2025': 0.0}, 'capital_gains_behavioral_response': {'2025': 0.0}, 'long_term_capital_gains_before_response': {'2025': 0.0}, 'adult_index_cg': {'2025': 1.0}, 'marginal_tax_rate_on_capital_gains': {'2025': 0.13999999}, 'relative_income_change': {'2025': 0.0}, 'relative_wage_change': {'2025': 0.0}, 'income_elasticity_lsr': {'2025': 0.0}, 'income_elasticity': {'2025': 0.0}, 'substitution_elasticity': {'2025': 0.0}, 'substitution_elasticity_lsr': {'2025': 0.0}, 'labor_supply_behavioral_response': {'2025': 0.0}, 'employment_income_behavioral_response': {'2025': 0.0}, 'self_employment_income_behavioral_response': {'2025': 0.0}, 'slcsp_age_curve_amount_person': {'2025': 5804.234}, 'aca_child_index': {'2025': 99.0}, 'offered_aca_disqualifying_esi': {'2025': False}, 'is_aca_eshi_eligible': {'2025': False}, 'is_aca_ptc_eligible': {'2025': True}, 'has_esi': {'2025': False}, 'is_aca_ptc_immigration_status_eligible': {'2025': True}, 'is_head_start_eligible': {'2025': False}, 'is_early_head_start_eligible': {'2025': False}, 'is_head_start_categorically_eligible': {'2025': False}, 'is_head_start_income_eligible': {'2025': False}, 'head_start': {'2025': 0.0}, 'early_head_start': {'2025': 0.0}, 'is_medicare_eligible': {'2025': False}, 'months_receiving_social_security_disability': {'2025': 0.0}, 'ccdf_age_group': {'2025': 'INFANT'}, 'is_ccdf_age_eligible': {'2025': False}, 'ccdf_duration_of_care': {'2025': 'HOURLY'}, 'is_ccdf_eligible': {'2025': False}, 'is_enrolled_in_ccdf': {'2025': False}, 'is_ccdf_reason_for_care_eligible': {'2025': False}, 'ccdf_market_rate': {'2025': 0.0}, 'is_ccdf_home_based': {'2025': False}, 'is_chip_eligible_standard_pregnant_person': {'2025': False}, 'per_capita_chip': {'2025': 3044.922}, 'chip_category': {'2025': 'NONE'}, 'is_chip_eligible_child': {'2025': False}, 'is_chip_eligible_pregnant': {'2025': False}, 'is_chip_fcep_eligible_person': {'2025': False}, 'is_chip_eligible': {'2025': False}, 'chip': {'2025': 0.0}, 'medicaid': {'2025': 0.0}, 'medicaid_group': {'2025': 'NONE'}, 'medicaid_per_capita_cost': {'2025': 0.0}, 'medicaid_income_level': {'2025': 1.916933}, 'is_medicaid_eligible': {'2025': False}, 'is_optional_senior_or_disabled_income_eligible': {'2025': True}, 'is_ssi_recipient_for_medicaid': {'2025': False}, 'medicaid_category': {'2025': 'NONE'}, 'is_optional_senior_or_disabled_for_medicaid': {'2025': False}, 'is_optional_senior_or_disabled_asset_eligible': {'2025': True}, 'is_in_medicaid_medically_needy_category': {'2025': False}, 'is_medically_needy_for_medicaid': {'2025': False}, 'is_parent_for_medicaid_nfc': {'2025': False}, 'is_parent_for_medicaid_fc': {'2025': False}, 'is_parent_for_medicaid': {'2025': False}, 'is_infant_for_medicaid_nfc': {'2025': False}, 'is_infant_for_medicaid': {'2025': False}, 'is_infant_for_medicaid_fc': {'2025': True}, 'is_young_child_for_medicaid_fc': {'2025': True}, 'is_young_child_for_medicaid': {'2025': False}, 'is_young_child_for_medicaid_nfc': {'2025': False}, 'is_pregnant_for_medicaid_nfc': {'2025': False}, 'is_pregnant_for_medicaid': {'2025': False}, 'is_pregnant_for_medicaid_fc': {'2025': True}, 'is_adult_for_medicaid_fc': {'2025': False}, 'is_adult_for_medicaid': {'2025': False}, 'is_adult_for_medicaid_nfc': {'2025': True}, 'is_young_adult_for_medicaid_fc': {'2025': False}, 'is_young_adult_for_medicaid_nfc': {'2025': False}, 'is_young_adult_for_medicaid': {'2025': False}, 'is_older_child_for_medicaid': {'2025': False}, 'is_older_child_for_medicaid_nfc': {'2025': False}, 'is_older_child_for_medicaid_fc': {'2025': True}, 'medicaid_benefit_value': {'2025': 9236.4795}, 'tanf_person': {'2025': 0.0}, 'tanf_reported': {'2025': 0.0}, 'is_person_demographic_tanf_eligible': {'2025': False}, 'employment_income_before_lsr': {'2025': 30000.0}, 'self_employment_income_before_lsr': {'2025': 0.0}, 'self_employment_income': {'2025': 0.0}, 'emp_self_emp_ratio': {'2025': 1.0}, 'farm_income': {'2025': 0.0}}}})

Output schema

calculate_single_household or calculate (when scope=household and reform=None) return the following schema.

from policyengine.outputs.household.single.calculate_single_household import SingleHousehold

SingleHousehold.model_json_schema()

{'description': 'Statistics for a single household scenario.',
 'properties': {'full_household': {'additionalProperties': {'anyOf': [{'additionalProperties': {'additionalProperties': {'additionalProperties': {'anyOf': [{'type': 'number'},
          {'type': 'string'},
          {'type': 'boolean'},
          {'items': {}, 'type': 'array'},
          {'type': 'null'}]},
        'type': 'object'},
       'type': 'object'},
      'type': 'object'},
     {'items': {'items': {'additionalProperties': {'anyOf': [{'type': 'string'},
          {'type': 'integer'}]},
        'type': 'object'},
       'type': 'array'},
      'type': 'array'}]},
   'title': 'Full Household',
   'type': 'object'}},
 'required': ['full_household'],
 'title': 'SingleHousehold',
 'type': 'object'}