From fc6e2119389465ffcd1de63746bd052b9df008c6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Wed, 28 Oct 2026 08:27:59 +0000 Subject: [PATCH 1/2] Certify the Microcosm UK pair on policyengine-uk 2.162.14 (3c0d11b6 national, 6528c865 local area) The national microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6 was built with policyengine-uk 2.162.14 and certifies on its own build. The local-area cut microcosm-uk-2024-25-dense-20261027T154955Z-6528c865 was built from the head of PolicyEngine/policyengine-uk#2695 (b71ce793) and records 2.162.12; 2.162.14 releases that package code unchanged, so its constituency and local-authority regions route on #699's accepted model mismatch, with the input-surface audit (auditor juaristi22: no dropped column, no defaulted input) bound in the regional record. The UK model pin moves from 2.151.0 to 2.162.14; the lock, the release lock, the TROs and the certified test constants move with it. Co-Authored-By: Claude Opus 5.5 --- ...ional-20261028T061416Z-3c0d11b6.changed.md | 1 + pyproject.toml | 6 +- src/policyengine/data/bundle/manifest.json | 4389 ++++++++++++++++- .../data/bundle/uk.trace.tro.jsonld | 4347 +++++++++++++++- .../data/bundle/us.trace.tro.jsonld | 4 +- tests/test_models.py | 4 +- tests/test_release_manifests.py | 10 +- tests/test_uk_regions.py | 4 +- uv.lock | 12 +- 9 files changed, 8705 insertions(+), 72 deletions(-) create mode 100644 changelog.d/certify-uk-microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6.changed.md diff --git a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6.changed.md b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6.changed.md new file mode 100644 index 00000000..d0ea3fb7 --- /dev/null +++ b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6.changed.md @@ -0,0 +1 @@ +Certify the Microcosm UK pair for policyengine-uk 2.162.14: the national `microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6` (`microcosm_uk_2024_25`), built with 2.162.14, and the local-area cut `microcosm-uk-2024-25-dense-20261027T154955Z-6528c865` (`microcosm_uk_2024_25_dense`), which constituency and local-authority regions route to. The local-area cut was built from the head of PolicyEngine/policyengine-uk#2695 and records 2.162.12; 2.162.14 releases that package code unchanged, so it is routed on an accepted model mismatch with an audited input surface (no dropped column, no defaulted input). The UK model pin moves from 2.151.0 to 2.162.14, which carries PolicyEngine/policyengine-uk#2695's faster property allowance election. diff --git a/pyproject.toml b/pyproject.toml index cc42e18b..021d1776 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -42,12 +42,12 @@ graph = [ models = [ "policyengine-core==3.33.3", "policyengine-us==2.2.1", - "policyengine-uk==2.151.0", + "policyengine-uk==2.162.14", "spm-calculator==1.0.0", ] uk = [ "policyengine-core==3.33.3", - "policyengine-uk==2.151.0", + "policyengine-uk==2.162.14", ] us = [ "policyengine-core==3.33.3", @@ -72,7 +72,7 @@ dev = [ "rfc8785>=0.1.4", "policyengine-core==3.33.3", "policyengine-us==2.2.1", - "policyengine-uk==2.151.0", + "policyengine-uk==2.162.14", "spm-calculator==1.0.0", ] diff --git a/src/policyengine/data/bundle/manifest.json b/src/policyengine/data/bundle/manifest.json index ee3822cf..b7c9adae 100644 --- a/src/policyengine/data/bundle/manifest.json +++ b/src/policyengine/data/bundle/manifest.json @@ -16,31 +16,31 @@ }, "data_releases": { "uk": { - "build_id": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", + "build_id": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", "bundle_id": "uk-6.11.1", "certification": { - "built_with_model_version": "2.151.0", + "built_with_model_version": "2.162.14", "certified_by": "policyengine.py bundle certification", - "certified_for_model_version": "2.151.0", + "certified_for_model_version": "2.162.14", "compatibility_basis": "built_with_model_package", "core_binding": "bundle_pin", - "data_build_id": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504" + "data_build_id": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6" }, "certified_data_artifact": { - "build_id": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", + "build_id": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", "data_package": { "name": "microcosm-data", "version": "0.1.0" }, "dataset": "microcosm_uk_2024_25", - "sha256": "b96a8cd625b645a409c063b1de5158532708a2f0d3c3897a794a8fb0bbd5064e", - "uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261025T091414Z-a6299504" + "sha256": "a5ae72aeea3172eef2726625b88fb8f49f42d410d7c2d29f257a8b102f707551", + "uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6" }, "country_id": "uk", "data_package": { "name": "microcosm-data", "release_manifest_path": "releases/microcosm-uk-2024-25-national/release_manifest.json", - "release_manifest_revision": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", + "release_manifest_revision": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", "repo_id": "policyengine/populace-uk-private", "repo_type": "dataset", "version": "0.1.0" @@ -50,66 +50,66 @@ "calibration_diagnostics": { "path": "releases/microcosm-uk-2024-25-national/calibration_diagnostics.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", - "sha256": "e61a60a1a8d57204be15600b2f98dbc864123589d48ede8414ebe43139d7c09b" + "revision": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", + "sha256": "a92a34fe6d5f30a0194baa5cf909c739eb64fb40c89029b9f0e174dab105c764" }, "microcosm_uk_2024_25": { "path": "microcosm_uk_2024_25.h5", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", - "sha256": "b96a8cd625b645a409c063b1de5158532708a2f0d3c3897a794a8fb0bbd5064e" + "revision": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", + "sha256": "a5ae72aeea3172eef2726625b88fb8f49f42d410d7c2d29f257a8b102f707551" }, "microcosm_uk_2024_25_calibration": { "path": "microcosm_uk_2024_25_calibration.npz", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", - "sha256": "96756884d719fa969c2fbdf548f4e56b8311c0c3765c66b1bf9bc8fe862f718f" + "revision": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", + "sha256": "cd8b173dc380d5dcb608a579bc571e31e00a7b840d55557ec3e2ef3dcaec818d" }, "microcosm_uk_2024_25_dense": { "path": "microcosm_uk_2024_25_dense.h5", "repo_id": "policyengine/populace-uk-private", "repo_type": "dataset", - "revision": "microcosm-uk-2024-25-dense-20261026T105309Z-c9df4b86", - "sha256": "cb3712f25b76109ad27b7b0cdf5dee78c55d3b7f55ce7bf207ef1a191da2ae9a" + "revision": "microcosm-uk-2024-25-dense-20261027T154955Z-6528c865", + "sha256": "39e0e06a417afafe86a24eb6ca4dbc85d87d8e3f2284f00fdfd9fcac5e547bab" }, "release_certification": { "path": "releases/microcosm-uk-2024-25-national/release_certification.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", - "sha256": "fc657f7ec9a759d15d4ad683ab92d5324f37844667d9d54b6d0648108419cf59" + "revision": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", + "sha256": "ce6dc797344cae8d2ee80cb665ad5308b99c93cf231c054ffa68b80840290d31" }, "release_cut_gates": { "path": "releases/microcosm-uk-2024-25-national/release_cut_gates.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", - "sha256": "54312402dc3152ab46208f89c86e5d8bf0dce13dfc723171f5a2c08a826217cd" + "revision": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", + "sha256": "509074a2e0f0a6df5d0a65014f51069b38e21d5b4e399070de3f5cf636f7d77e" }, "score_vs_enhanced_frs": { "path": "releases/microcosm-uk-2024-25-national/score_vs_enhanced_frs.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", - "sha256": "9e80102acf02a09a70ba3f45d7e6da2d33178476840388d640105f36ee353bd2" + "revision": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", + "sha256": "40baf68e67ebd30c379b27eba21ac368027711fda0a8fb807ea11b9cca9a93ab" }, "spine_gates": { "path": "releases/microcosm-uk-2024-25-national/spine_gates.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", - "sha256": "6856e437f4fa12a07ffe346a8f070b56d9a05c8dbece3eb277c293e75a0e582b" + "revision": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", + "sha256": "ef1c11bcff6e17e66d317400e05fb65bd15ad802f4014b7c7cf1f01ae0ee7ae0" }, "terminal_gates": { "path": "releases/microcosm-uk-2024-25-national/terminal_gates.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", - "sha256": "cffa3db6734604c4fb7176bb81def41d313a8df26a2a2f675a970a6e9899a644" + "revision": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", + "sha256": "ed668383e33f3d1acd078e18fb5fc1b40223116202c40aca153ec229381d9e34" } }, "default_dataset": "microcosm_uk_2024_25", - "default_dataset_uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261025T091414Z-a6299504", + "default_dataset_uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", "model_package": { "name": "policyengine-uk", - "sha256": "5722f55aca3eb88e1a228e95e1a57e3bd70a4d530a5a000991565ebd8955ce35", - "version": "2.151.0", - "wheel_url": "https://files.pythonhosted.org/packages/42/15/610c6825ed934d4338a42707b8c021e5627738e68224b6672df94770295c/policyengine_uk-2.151.0-py3-none-any.whl" + "sha256": "9538009f3cd83fe12c2a2ece6bd3348b477e99f9e61abf28e21bd20fc9b300d1", + "version": "2.162.14", + "wheel_url": "https://files.pythonhosted.org/packages/32/b3/1b080bd095e486144e848b3bdc2d145cdd0390bab4027eda5c6caab68715/policyengine_uk-2.162.14-py3-none-any.whl" }, "policyengine_version": "6.11.1", "region_datasets": { @@ -123,13 +123,4328 @@ "path_template": "microcosm_uk_2024_25.h5" } }, + "regional_certification": { + "accepted_reason": "Built from the head of PolicyEngine/policyengine-uk#2695 (b71ce793), labelled 2.162.12; policyengine-uk 2.162.14 releases that package code unchanged, so the local-area cut computes what 2.162.14 computes.", + "area_receipts": "uncertified", + "built_with_model_version": "2.162.12", + "certified_for_model_version": "2.162.14", + "compatibility_basis": "accepted_model_mismatch", + "defaulted_inputs": [], + "dropped_columns": [], + "evidence": { + "artifacts": { + "microcosm_uk_2024_25_dense": { + "columns": [ + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "additional_residential_property_purchased", + "admitted_patient_visits", + "adult_ema", + "afcs_reported", + "age", + "age_left_full_time_education", + "age_started_or_accepted_current_education_or_training", + "alcohol_and_tobacco_consumption", + "atomic_area_basis", + "atomic_area_code", + "atomic_area_system", + "attends_private_school", + "attends_private_school_random_draw", + "beer_draught_share", + "beer_litres", + "benunit_build_id", + "benunit_id", + "benunit_source_id", + "benunit_support_channel", + "benunit_support_clone_index", + "betting_exchange_commission", + "bingo_net_receipts", + "brma", + "bsp_reported", + "bus_fare_spending", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "capital_gains", + "capital_gains_asset_type", + "capital_gains_badr", + "capital_gains_residential_property", + "care_hours", + "carers_allowance_reported", + "cash_isa", + "cgt_residential_clone_index", + "cgt_residential_probability", + "cgt_support_copies", + "cgt_support_copy_index", + "charitable_investment_gifts", + "child_benefit_opts_out", + "child_benefit_reported", + "child_ema", + "child_tax_credit_reported", + "childcare_expenses", + "cider_draught_share", + "cider_litres", + "cigarettes_per_week", + "cigars_grams_per_week", + "clone_index", + "clothing_and_footwear_consumption", + "communication_consumption", + "constituency_code_oa", + "consumer_debt", + "contributory_benefits_annual_share", + "corporate_wealth", + "council_tax", + "council_tax_band", + "council_tax_benefit_reported", + "council_tax_rebate", + "council_tax_reported", + "council_tax_single_adult_raw", + "current_education", + "dependent_children", + "dfe_education_spending", + "diesel_spending", + "directly_held_shares", + "disabled_students_allowance_eligible_expenses", + "dividend_income", + "dla_m_category", + "dla_sc_category", + "domestic_energy_consumption", + "domestic_rates", + "education_consumption", + "education_grants", + "electricity_consumption", + "employee_pension_contributions", + "employer_pension_contributions", + "employment_income", + "employment_income_annual_share", + "employment_income_other_spells", + "employment_sector", + "employment_status", + "esa_contrib_reported", + "esa_health_condition_proxy", + "esa_includes_support_component", + "esa_income_reported", + "esa_support_group_proxy", + "external_child_payments", + "food_and_non_alcoholic_beverages_consumption", + "free_school_breakfasts", + "free_school_fruit_veg", + "free_school_meals", + "frs_benunit_capital", + "full_rate_vat_expenditure_rate", + "gas_consumption", + "gender", + "geography_household_key", + "gift_aid", + "gross_financial_wealth", + "hand_rolling_tobacco_grams_per_week", + "has_fuel_consumption", + "has_lifetime_isa", + "has_mixed_age_couple_pension_credit_saving", + "health_consumption", + "healthy_start_vouchers", + "high_value_support_copies", + "high_value_support_copy_index", + "highest_education", + "hmrc_spi_assessable_income", + "hmrc_spi_employed_income", + "hmrc_spi_employment_benefits", + "hmrc_spi_employment_expenses", + "hmrc_spi_incapacity_benefit_income", + "hmrc_spi_miscellaneous_employment_income", + "hmrc_spi_other_income", + "hmrc_spi_other_social_security_income", + "hmrc_spi_pay", + "hmrc_spi_state_pension_income", + "hmrc_spi_taxable_termination_pay", + "hmrc_spi_total_earned_income", + "hmrc_spi_total_investment_income", + "hmrc_spi_unemployment_benefit_income", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_build_id", + "household_furnishings_consumption", + "household_id", + "household_is_capital_gains_clone", + "household_is_cgt_residential_clone", + "household_is_cgt_support_copy", + "household_is_high_value_support_copy", + "household_is_spi_income_band_donor", + "household_is_spi_synthetic", + "household_lifetime_isa_balance", + "household_local_bus_trips", + "household_owns_tv", + "household_source_id", + "household_support_channel", + "household_support_clone_index", + "household_weight", + "housing_benefit_reported", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb_reported", + "income_support_reported", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_benunit_head", + "is_blind", + "is_claimant_or_partner", + "is_disabled_for_benefits", + "is_engaged_in_owned_company_trade", + "is_enhanced_disabled_for_benefits", + "is_hbai_dependent_child", + "is_household_head", + "is_in_approved_training", + "is_in_non_advanced_education", + "is_looked_after_by_local_authority", + "is_married", + "is_parent", + "is_severely_disabled_for_benefits", + "is_uc_claimant", + "itl1_code", + "itl2_code", + "itl3_code", + "jsa_contrib_reported", + "jsa_income_reported", + "la_code_oa", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "legacy_jobseeker_proxy", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "liquid_fuel_consumption", + "local_authority", + "local_bus_single_fare_share", + "local_bus_trips", + "local_bus_use_band", + "loss_relief", + "lsoa_code", + "lump_sum_income", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased_is_first_home", + "maintenance_expenses", + "maintenance_income", + "marital_status", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "miscellaneous_consumption", + "miscellaneous_income", + "months_since_last_birthday", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "msoa_code", + "national_lottery_ticket_spending", + "net_financial_wealth", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_outpatient_spending", + "ni_class_4_losses_brought_forward", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "num_bedrooms", + "num_vehicles", + "oa_code", + "ons_family_index", + "ons_family_role", + "ons_household_type", + "ossben_identifiable_subset", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_tobacco_grams_per_week", + "outpatient_visits", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_income_share", + "owned_company_is_main_employment", + "owned_land", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_credit_reported", + "pension_credit_reported_capital", + "person_benunit_id", + "person_build_id", + "person_household_id", + "person_id", + "person_is_spi_income_band_carrier", + "person_is_spi_income_recipient", + "person_source_id", + "person_support_channel", + "person_support_clone_index", + "personal_pension_contributions", + "petrol_spending", + "pip_dl_category", + "pip_m_category", + "pool_betting_net_receipts", + "private_pension_income", + "private_pension_income_annual_share", + "private_pension_wealth", + "private_transfer_income", + "property_finance_costs", + "property_income", + "property_purchased", + "property_rental_income", + "rail_subsidy_spending", + "rail_usage", + "receives_benefits_in_own_right", + "recreation_consumption", + "region", + "region_code_oa", + "relationship_to_head", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "reports_outstanding_student_loan", + "restaurants_and_hotels_consumption", + "salary_sacrifice_asked", + "salary_sacrifice_reported", + "savings", + "savings_interest_income", + "sda_reported", + "self_employment_income", + "self_employment_income_annual_share", + "self_employment_income_other_spells", + "sic_industry_division", + "solid_fuel_consumption", + "source_household_id", + "source_household_key", + "source_year", + "spi_income_band_donor_lower_bound", + "spirits_litres", + "spousal_maintenance_income", + "srp_regular_code5", + "ssmg_reported", + "stands_as_sole_owner_or_partner_of_company", + "state_pension_reported", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_plan", + "student_loan_repayments", + "student_loans", + "subrent", + "tax_free_childcare_spend_routed_share", + "tax_free_savings_income", + "tenure_type", + "trading_loss", + "transport_consumption", + "uc_deduction_combination", + "uc_deduction_random_draw", + "uc_deduction_type_random_draw", + "uc_is_in_gainful_self_employment", + "uc_is_in_startup_period", + "uc_latent_deduction_rate", + "uc_reported_capital", + "unit_and_investment_trusts", + "universal_credit_reported", + "uses_energy_prepayment_meter", + "war_widows_pension_reported", + "ward_code", + "water_and_sewerage_charges", + "widowed_parents_allowance_reported", + "wine_litres", + "winter_fuel_allowance_reported", + "working_tax_credit_reported", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_extended_childcare", + "would_claim_marriage_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_evade_tv_licence_fee" + ], + "columns_by_period": { + "2024": [ + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "additional_residential_property_purchased", + "admitted_patient_visits", + "adult_ema", + "afcs_reported", + "age", + "age_left_full_time_education", + "age_started_or_accepted_current_education_or_training", + "alcohol_and_tobacco_consumption", + "atomic_area_basis", + "atomic_area_code", + "atomic_area_system", + "attends_private_school", + "attends_private_school_random_draw", + "beer_draught_share", + "beer_litres", + "benunit_build_id", + "benunit_id", + "benunit_source_id", + "benunit_support_channel", + "benunit_support_clone_index", + "betting_exchange_commission", + "bingo_net_receipts", + "brma", + "bsp_reported", + "bus_fare_spending", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "capital_gains", + "capital_gains_asset_type", + "capital_gains_badr", + "capital_gains_residential_property", + "care_hours", + "carers_allowance_reported", + "cash_isa", + "cgt_residential_clone_index", + "cgt_residential_probability", + "cgt_support_copies", + "cgt_support_copy_index", + "charitable_investment_gifts", + "child_benefit_opts_out", + "child_benefit_reported", + "child_ema", + "child_tax_credit_reported", + "childcare_expenses", + "cider_draught_share", + "cider_litres", + "cigarettes_per_week", + "cigars_grams_per_week", + "clone_index", + "clothing_and_footwear_consumption", + "communication_consumption", + "constituency_code_oa", + "consumer_debt", + "contributory_benefits_annual_share", + "corporate_wealth", + "council_tax", + "council_tax_band", + "council_tax_benefit_reported", + "council_tax_rebate", + "council_tax_reported", + "council_tax_single_adult_raw", + "current_education", + "dependent_children", + "dfe_education_spending", + "diesel_spending", + "directly_held_shares", + "disabled_students_allowance_eligible_expenses", + "dividend_income", + "dla_m_category", + "dla_sc_category", + "domestic_energy_consumption", + "domestic_rates", + "education_consumption", + "education_grants", + "electricity_consumption", + "employee_pension_contributions", + "employer_pension_contributions", + "employment_income", + "employment_income_annual_share", + "employment_income_other_spells", + "employment_sector", + "employment_status", + "esa_contrib_reported", + "esa_health_condition_proxy", + "esa_includes_support_component", + "esa_income_reported", + "esa_support_group_proxy", + "external_child_payments", + "food_and_non_alcoholic_beverages_consumption", + "free_school_breakfasts", + "free_school_fruit_veg", + "free_school_meals", + "frs_benunit_capital", + "full_rate_vat_expenditure_rate", + "gas_consumption", + "gender", + "geography_household_key", + "gift_aid", + "gross_financial_wealth", + "hand_rolling_tobacco_grams_per_week", + "has_fuel_consumption", + "has_lifetime_isa", + "has_mixed_age_couple_pension_credit_saving", + "health_consumption", + "healthy_start_vouchers", + "high_value_support_copies", + "high_value_support_copy_index", + "highest_education", + "hmrc_spi_assessable_income", + "hmrc_spi_employed_income", + "hmrc_spi_employment_benefits", + "hmrc_spi_employment_expenses", + "hmrc_spi_incapacity_benefit_income", + "hmrc_spi_miscellaneous_employment_income", + "hmrc_spi_other_income", + "hmrc_spi_other_social_security_income", + "hmrc_spi_pay", + "hmrc_spi_state_pension_income", + "hmrc_spi_taxable_termination_pay", + "hmrc_spi_total_earned_income", + "hmrc_spi_total_investment_income", + "hmrc_spi_unemployment_benefit_income", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_build_id", + "household_furnishings_consumption", + "household_id", + "household_is_capital_gains_clone", + "household_is_cgt_residential_clone", + "household_is_cgt_support_copy", + "household_is_high_value_support_copy", + "household_is_spi_income_band_donor", + "household_is_spi_synthetic", + "household_lifetime_isa_balance", + "household_local_bus_trips", + "household_owns_tv", + "household_source_id", + "household_support_channel", + "household_support_clone_index", + "household_weight", + "housing_benefit_reported", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb_reported", + "income_support_reported", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_benunit_head", + "is_blind", + "is_claimant_or_partner", + "is_disabled_for_benefits", + "is_engaged_in_owned_company_trade", + "is_enhanced_disabled_for_benefits", + "is_hbai_dependent_child", + "is_household_head", + "is_in_approved_training", + "is_in_non_advanced_education", + "is_looked_after_by_local_authority", + "is_married", + "is_parent", + "is_severely_disabled_for_benefits", + "is_uc_claimant", + "itl1_code", + "itl2_code", + "itl3_code", + "jsa_contrib_reported", + "jsa_income_reported", + "la_code_oa", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "legacy_jobseeker_proxy", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "liquid_fuel_consumption", + "local_authority", + "local_bus_single_fare_share", + "local_bus_trips", + "local_bus_use_band", + "loss_relief", + "lsoa_code", + "lump_sum_income", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased_is_first_home", + "maintenance_expenses", + "maintenance_income", + "marital_status", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "miscellaneous_consumption", + "miscellaneous_income", + "months_since_last_birthday", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "msoa_code", + "national_lottery_ticket_spending", + "net_financial_wealth", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_outpatient_spending", + "ni_class_4_losses_brought_forward", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "num_bedrooms", + "num_vehicles", + "oa_code", + "ons_family_index", + "ons_family_role", + "ons_household_type", + "ossben_identifiable_subset", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_tobacco_grams_per_week", + "outpatient_visits", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_income_share", + "owned_company_is_main_employment", + "owned_land", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_credit_reported", + "pension_credit_reported_capital", + "person_benunit_id", + "person_build_id", + "person_household_id", + "person_id", + "person_is_spi_income_band_carrier", + "person_is_spi_income_recipient", + "person_source_id", + "person_support_channel", + "person_support_clone_index", + "personal_pension_contributions", + "petrol_spending", + "pip_dl_category", + "pip_m_category", + "pool_betting_net_receipts", + "private_pension_income", + "private_pension_income_annual_share", + "private_pension_wealth", + "private_transfer_income", + "property_finance_costs", + "property_income", + "property_purchased", + "property_rental_income", + "rail_subsidy_spending", + "rail_usage", + "receives_benefits_in_own_right", + "recreation_consumption", + "region", + "region_code_oa", + "relationship_to_head", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "reports_outstanding_student_loan", + "restaurants_and_hotels_consumption", + "salary_sacrifice_asked", + "salary_sacrifice_reported", + "savings", + "savings_interest_income", + "sda_reported", + "self_employment_income", + "self_employment_income_annual_share", + "self_employment_income_other_spells", + "sic_industry_division", + "solid_fuel_consumption", + "source_household_id", + "source_household_key", + "source_year", + "spi_income_band_donor_lower_bound", + "spirits_litres", + "spousal_maintenance_income", + "srp_regular_code5", + "ssmg_reported", + "stands_as_sole_owner_or_partner_of_company", + "state_pension_reported", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_plan", + "student_loan_repayments", + "student_loans", + "subrent", + "tax_free_childcare_spend_routed_share", + "tax_free_savings_income", + "tenure_type", + "trading_loss", + "transport_consumption", + "uc_deduction_combination", + "uc_deduction_random_draw", + "uc_deduction_type_random_draw", + "uc_is_in_gainful_self_employment", + "uc_is_in_startup_period", + "uc_latent_deduction_rate", + "uc_reported_capital", + "unit_and_investment_trusts", + "universal_credit_reported", + "uses_energy_prepayment_meter", + "war_widows_pension_reported", + "ward_code", + "water_and_sewerage_charges", + "widowed_parents_allowance_reported", + "wine_litres", + "winter_fuel_allowance_reported", + "working_tax_credit_reported", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_extended_childcare", + "would_claim_marriage_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_evade_tv_licence_fee" + ] + }, + "path": "microcosm_uk_2024_25_dense.h5", + "repo_id": "policyengine/populace-uk-private", + "repo_type": "dataset", + "revision": "microcosm-uk-2024-25-dense-20261027T154955Z-6528c865", + "sha256": "39e0e06a417afafe86a24eb6ca4dbc85d87d8e3f2284f00fdfd9fcac5e547bab" + } + }, + "audited_by": "juaristi22", + "build_core_version": "3.33.3", + "build_model_inputs": [ + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "additional_residential_property_purchased", + "admitted_patient_visits", + "adult_dependants_grant_has_other_adult_dependant", + "adult_dependants_grant_other_adult_income", + "adult_dependants_grant_receives_postgraduate_loan", + "adult_ema", + "afcs_reported", + "age", + "age_started_or_accepted_current_education_or_training", + "alcohol_and_tobacco_consumption", + "armed_forces_independence_payment", + "attends_private_school_random_draw", + "base_net_income", + "baseline_child_benefit_entitlement", + "baseline_income_support_entitlement", + "baseline_pension_credit_entitlement", + "beer_draught_share", + "beer_litres", + "benunit_id", + "benunit_reported_capital", + "betting_exchange_commission", + "bingo_net_receipts", + "blind_persons_allowance", + "bsp_reported", + "bursary_fund_16_to_19_in_care_or_care_leaver", + "bursary_fund_16_to_19_participation_costs", + "bursary_fund_16_to_19_self_supporting", + "bus_fare_spending_reported", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "capital_allowances", + "capital_gains_badr", + "capital_gains_before_response", + "capital_gains_carried_interest", + "capital_gains_residential_property", + "car_co2_emissions", + "car_engine_size", + "car_first_registration_date", + "car_fuel_type", + "car_is_ved_exempt", + "car_list_price", + "care_hours", + "carers_allowance_reported", + "cash_isa", + "charitable_investment_gifts", + "child_benefit_opts_out", + "child_benefit_reported", + "child_ema", + "child_limit_adoption_exception", + "child_limit_continuation_exception", + "child_limit_multiple_birth_exception", + "child_limit_non_consensual_conception_exception", + "child_limit_non_parental_caring_exception", + "child_tax_credit_reported", + "childcare_expenses", + "childcare_grant_child_has_special_educational_needs", + "childcare_grant_full_time_student", + "childcare_grant_provider_is_nanny", + "childcare_grant_receives_nhs_childcare_support", + "childcare_grant_receives_postgraduate_loan", + "cider_draught_share", + "cider_litres", + "cigarettes_per_week", + "cigars_grams_per_week", + "clothing_and_footwear_consumption", + "communication_consumption", + "consumer_debt", + "corporate_wealth", + "council_tax", + "council_tax_band", + "council_tax_benefit_reported", + "covenanted_payments", + "cumulative_non_residential_rent", + "cumulative_residential_rent", + "deficiency_relief", + "defined_benefit_pension_share", + "dfe_education_spending", + "diesel_spending", + "directly_held_shares", + "disabled_students_allowance_eligible_expenses", + "disabled_students_allowance_receives_equivalent_support", + "dividend_income", + "dla_m_category", + "dla_sc_category", + "domestic_energy_consumption", + "domestic_rates", + "early_years_school_start_deferred", + "ebr_energy_bills_credit_eligible", + "education_consumption", + "education_grants", + "electricity_consumption", + "electricity_consumption_kwh", + "employee_pension_contributions_reported", + "employer_pension_contributions", + "employment_expenses", + "employment_income_before_lsr", + "employment_sector", + "employment_status", + "esa_contrib_reported", + "esa_income_reported", + "external_child_payments", + "families", + "financial_spread_betting_net_losses", + "food_and_non_alcoholic_beverages_consumption", + "free_school_fruit_veg", + "free_school_meals", + "free_school_milk", + "full_rate_vat_expenditure_rate", + "gas_consumption", + "gas_consumption_kwh", + "gender", + "gift_aid", + "gross_financial_wealth", + "hand_rolling_tobacco_grams_per_week", + "health_consumption", + "healthy_start_vouchers", + "heated_tobacco_grams_per_week", + "highest_education", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_furnishings_consumption", + "household_id", + "household_owns_tv", + "household_weight", + "households", + "housing_benefit_board_and_attendance_determination", + "housing_benefit_family_premium_category", + "housing_benefit_has_main_phase_esa", + "housing_benefit_reported", + "housing_benefit_residential_capital_exception", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb_reported", + "in_FE", + "in_HE", + "in_original_frs", + "in_rural_fuel_duty_relief_area", + "in_specified_or_temporary_accommodation", + "incapacity_benefit_reported", + "income_support_reported", + "individual_savings_account_dividend_income", + "is_about_to_start_paid_work", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_blind", + "is_disabled_for_benefits", + "is_engaged_in_owned_company_trade", + "is_full_year_category_a_director", + "is_in_approved_training", + "is_in_first_year_of_apprenticeship", + "is_looked_after_by_local_authority", + "is_newly_self_employed", + "is_parent", + "is_shared_accommodation", + "jsa_contrib_reported", + "jsa_income_reported", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "lifetime_isa_first_time_buyer", + "lifetime_isa_months_since_first_payment", + "lifetime_isa_payments", + "lifetime_isa_terminally_ill", + "lifetime_isa_withdrawals", + "lifetime_isa_withdrawals_towards_first_home", + "liquid_fuel_consumption", + "local_authority", + "local_bus_uncapped_single_fare", + "loss_relief", + "lpg_kg", + "lump_sum_income", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased_is_first_home", + "main_residential_property_purchased_is_in_uk", + "main_residential_property_purchased_with_mortgage", + "maintenance_expenses", + "maintenance_income", + "married_couples_allowance", + "maternity_allowance_reported", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "meals_included_in_rent", + "miscellaneous_consumption", + "miscellaneous_income", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "national_lottery_ticket_spending", + "natural_gas_kg", + "net_financial_wealth", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_outpatient_spending", + "ni_class_3", + "ni_epg_full_rate_applies", + "non_cash_isa_cash_interest", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "non_residential_rent", + "num_bedrooms", + "num_vehicles", + "original_weight", + "other_deductions", + "other_fermented_draught_share", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_spread_betting_net_losses", + "other_tax_credits", + "other_tobacco_grams_per_week", + "outpatient_visits", + "owned_company_capital", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_holding_value", + "owned_company_income_share", + "owned_company_intermediary_earnings_chapter", + "owned_company_intermediary_earnings_from_main_employment", + "owned_company_is_main_employment", + "owned_company_trade_assets", + "owned_land", + "pension_annual_allowance_taxable_lump_sum_death_benefits", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_contributions_via_salary_sacrifice_pre_2015", + "pension_credit_reported", + "pension_income", + "people", + "person_benunit_id", + "person_benunit_role", + "person_household_id", + "person_household_role", + "person_id", + "personal_pension_contributions", + "petrol_spending", + "pip_dl_points", + "pip_m_points", + "pool_betting_net_receipts", + "private_pension_income", + "private_pension_wealth", + "private_transfer_income", + "property_finance_costs", + "property_finance_costs_brought_forward", + "property_income", + "property_purchased", + "property_rental_income", + "rail_usage", + "raw_person_weight", + "receives_benefits_in_own_right", + "receives_limited_capability_for_work_credits", + "recreation_consumption", + "region", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "restaurants_and_hotels_consumption", + "role", + "salary_sacrifice_returned_to_income", + "savings", + "savings_interest_income", + "scottish_funded_early_learning_childcare_start_date_reached", + "sda_reported", + "self_employment_gross_receipts", + "self_employment_income", + "severe_disability_premium_joint_occupier_exclusion_applies", + "sic_industry_division", + "solid_fuel_consumption", + "sparkling_cider_draught_share", + "sparkling_cider_litres", + "spi_imputed", + "spirits_draught_share", + "spirits_litres", + "spousal_maintenance_income", + "ssmg_reported", + "stands_as_sole_owner_or_partner_of_company", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_plan", + "student_loans", + "sublet_income", + "tax_free_childcare_meets_uk_connection", + "tax_free_childcare_on_adoption_leave", + "tax_free_childcare_on_carers_leave", + "tax_free_childcare_on_qualifying_leave", + "tax_free_childcare_on_shared_parental_leave", + "tax_free_childcare_self_employment_start_up_period", + "tax_free_childcare_spend_routed_share", + "tax_free_childcare_uses_qualifying_provider", + "tax_reported", + "tenure_type", + "trading_loss", + "transport_consumption", + "travel_grant_abroad_placement", + "travel_grant_clinical_placement", + "travel_grant_eligible_expenses", + "travel_grant_receives_means_tested_nhs_bursary", + "uc_has_offer_of_paid_work_starting_by_end_of_next_assessment_period", + "uc_is_adopter_in_first_year", + "uc_is_foster_parent_or_new_friend_or_family_carer", + "uc_is_in_pregnancy_or_post_confinement_period", + "uc_is_in_startup_period", + "uc_is_responsible_foster_parent_of_child_under_one", + "uc_is_student_with_no_work_related_requirements", + "uc_is_temporarily_absent_from_claimant_household", + "uc_migrated", + "uc_receives_new_claimant_health_element", + "unit_and_investment_trusts", + "universal_credit_reported", + "uses_energy_prepayment_meter", + "war_widows_pension_reported", + "water_and_sewerage_charges", + "widowed_parents_allowance_reported", + "wine_draught_share", + "wine_litres", + "winter_fuel_allowance_reported", + "working_tax_credit_reported", + "working_tax_credit_run_on", + "would_claim_adult_dependants_grant", + "would_claim_bursary_fund_16_to_19", + "would_claim_care_to_learn", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_childcare_grant", + "would_claim_disabled_students_allowance", + "would_claim_extended_childcare", + "would_claim_marriage_allowance", + "would_claim_parents_learning_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_travel_grant", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_claim_wales_childcare_offer", + "would_evade_tv_licence_fee" + ], + "build_model_variables": [ + "BRMA_LHA_rate", + "CB_HITC", + "CTC_child_element", + "CTC_disabled_child_element", + "CTC_family_element", + "CTC_maximum_rate", + "CTC_severely_disabled_child_element", + "LHA_allowed_bedrooms", + "LHA_cap", + "LHA_category", + "LHA_eligible", + "LVT", + "WTC_basic_element", + "WTC_childcare_element", + "WTC_couple_element", + "WTC_disabled_element", + "WTC_lone_parent_element", + "WTC_maximum_rate", + "WTC_severely_disabled_element", + "WTC_worker_element", + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "add_rate_earned_income", + "add_rate_earned_income_tax", + "add_rate_savings_income", + "additional_minimum_guarantee", + "additional_residential_property_purchased", + "additional_state_pension", + "adjusted_employer_cost", + "adjusted_net_income", + "adjusted_total_income", + "admitted_patient_visits", + "adult_dependants_grant", + "adult_dependants_grant_adult_eligible", + "adult_dependants_grant_adult_receives_student_finance", + "adult_dependants_grant_course_eligible", + "adult_dependants_grant_eligible", + "adult_dependants_grant_has_other_adult_dependant", + "adult_dependants_grant_household_income", + "adult_dependants_grant_other_adult_income", + "adult_dependants_grant_receives_postgraduate_loan", + "adult_ema", + "adult_index", + "adult_index_cg", + "afcs", + "afcs_reported", + "age", + "age_18_64", + "age_over_64", + "age_started_or_accepted_current_education_or_training", + "age_under_18", + "alcohol_and_tobacco_consumption", + "alcohol_duty", + "allowances", + "armed_forces_independence_payment", + "attendance_allowance", + "attends_private_school", + "attends_private_school_random_draw", + "base_net_income", + "baseline_business_rates", + "baseline_child_benefit_entitlement", + "baseline_ctc_entitlement", + "baseline_domestic_energy_vat", + "baseline_employer_cost", + "baseline_hbai_excluded_income", + "baseline_income_support_entitlement", + "baseline_pension_credit_entitlement", + "baseline_private_school_vat", + "baseline_vat", + "baseline_wtc_entitlement", + "basic_income", + "basic_rate_earned_income", + "basic_rate_earned_income_tax", + "basic_rate_savings_income", + "basic_rate_savings_income_pre_starter", + "basic_state_pension", + "beer_abv", + "beer_draught_share", + "beer_duty", + "beer_litres", + "benefit_cap_reduction", + "benefit_cap_welfare_benefits", + "benefits_premiums", + "benunit_contains_household_head", + "benunit_count_adults", + "benunit_count_children", + "benunit_has_carer", + "benunit_id", + "benunit_is_rent_liable", + "benunit_is_renting", + "benunit_region", + "benunit_rent", + "benunit_reported_capital", + "benunit_tax", + "benunit_tenure_type", + "benunit_weekly_hours", + "benunit_weight", + "betting_exchange_commission", + "bi_household_phaseout", + "bi_individual_phaseout", + "bi_maximum", + "bi_phaseout", + "bingo_duty", + "bingo_net_receipts", + "birth_year", + "blind_persons_allowance", + "brma", + "bsp", + "bsp_reported", + "bursary_fund_16_to_19", + "bursary_fund_16_to_19_age_eligible", + "bursary_fund_16_to_19_in_care_or_care_leaver", + "bursary_fund_16_to_19_in_qualifying_education", + "bursary_fund_16_to_19_participation_costs", + "bursary_fund_16_to_19_receives_uc_or_esa_in_own_right", + "bursary_fund_16_to_19_receives_uc_or_is_in_own_right", + "bursary_fund_16_to_19_self_supporting", + "bursary_fund_16_to_19_vulnerable_group_eligible", + "bus_fare_spending", + "bus_fare_spending_reported", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "business_rates", + "capital_allowances", + "capital_gains", + "capital_gains_badr", + "capital_gains_badr_behavioural_response", + "capital_gains_badr_elasticity", + "capital_gains_before_response", + "capital_gains_behavioural_response", + "capital_gains_carried_interest", + "capital_gains_elasticity", + "capital_gains_residential_property", + "capital_gains_tax", + "capital_income", + "capped_mcad", + "car_co2_emissions", + "car_engine_size", + "car_first_registration_date", + "car_fuel_type", + "car_is_ved_exempt", + "car_list_price", + "car_vehicle_excise_duty", + "carbon_consumption", + "carbon_tax", + "care_hours", + "care_to_learn", + "care_to_learn_eligible", + "care_to_learn_qualifying_child", + "carer_minimum_guarantee_addition", + "carer_premium", + "carer_support_payment", + "carer_support_payment_overlapping_benefits", + "carer_support_payment_pre_couple_limit", + "carer_support_payment_pre_overlap", + "carers_allowance", + "carers_allowance_earnings", + "carers_allowance_overlapping_benefits", + "carers_allowance_pre_couple_limit", + "carers_allowance_pre_overlap", + "carers_allowance_reported", + "cash_isa", + "charitable_investment_gifts", + "child_benefit", + "child_benefit_child_index", + "child_benefit_entitlement", + "child_benefit_less_tax_charge", + "child_benefit_opts_out", + "child_benefit_reported", + "child_benefit_respective_amount", + "child_ema", + "child_index", + "child_limit_adoption_exception", + "child_limit_continuation_exception", + "child_limit_multiple_birth_exception", + "child_limit_non_consensual_conception_exception", + "child_limit_non_parental_caring_exception", + "child_minimum_guarantee_addition", + "child_tax_credit", + "child_tax_credit_pre_minimum", + "child_tax_credit_reported", + "childcare_expenses", + "childcare_grant", + "childcare_grant_child_eligible", + "childcare_grant_child_has_special_educational_needs", + "childcare_grant_eligible", + "childcare_grant_eligible_children", + "childcare_grant_full_time_student", + "childcare_grant_household_income", + "childcare_grant_provider_is_nanny", + "childcare_grant_receives_nhs_childcare_support", + "childcare_grant_receives_postgraduate_loan", + "childcare_grant_student_finance_eligible", + "childcare_grant_uses_qualifying_provider", + "cider_abv", + "cider_draught_share", + "cider_duty", + "cider_litres", + "cigarette_price_per_pack", + "cigarettes_per_week", + "cigars_grams_per_week", + "claimant_or_partner_esa_income", + "claimant_or_partner_jsa_income", + "claims_all_entitled_benefits", + "claims_legacy_benefits", + "claims_uc_at_legacy_closure", + "claims_universal_credit", + "cliff_evaluated", + "cliff_gap", + "clothing_and_footwear_consumption", + "communication_consumption", + "consumer_debt", + "consumer_incident_tax_revenue_change", + "consumption", + "consumption_shareholding", + "corporate_incident_tax_revenue_change", + "corporate_land_value", + "corporate_sdlt", + "corporate_sector_wealth", + "corporate_tax_incidence", + "corporate_wealth", + "cost_of_living_support_payment", + "council_tax", + "council_tax_band", + "council_tax_band_d_amount", + "council_tax_benefit", + "council_tax_benefit_reported", + "council_tax_discount_rate", + "council_tax_less_benefit", + "council_tax_reduction", + "council_tax_reduction_applicable_amount", + "council_tax_reduction_applicable_income", + "council_tax_reduction_applicant_has_non_dep_exemption", + "council_tax_reduction_assessable_capital", + "council_tax_reduction_attained_pension_age_before_cutoff", + "council_tax_reduction_claimant_benunit", + "council_tax_reduction_claims_are_joint", + "council_tax_reduction_head_applies_alone", + "council_tax_reduction_household_has_simulated_claim", + "council_tax_reduction_individual_non_dep_deduction", + "council_tax_reduction_individual_non_dep_deduction_eligible", + "council_tax_reduction_joint_liability_share", + "council_tax_reduction_liable_person", + "council_tax_reduction_maximum_eligible_liability", + "council_tax_reduction_net_earnings", + "council_tax_reduction_non_dep_deductions", + "council_tax_reduction_non_dep_gross_income", + "council_tax_reduction_pension_contribution_deduction_rate", + "council_tax_reduction_pensioner", + "council_tax_reduction_pensioner_earnings_disregard", + "council_tax_reduction_premiums", + "council_tax_reduction_relevant_income_based_benefit", + "council_tax_reduction_scheme_supported", + "council_tax_reduction_severe_disability_premium", + "country", + "covenanted_payments", + "ctc_child_limit_affected", + "ctc_child_limit_position", + "ctc_entitlement", + "cumulative_non_residential_rent", + "cumulative_residential_rent", + "current_education", + "date_of_birth", + "deductible_property_finance_costs", + "deep_poverty_gap", + "deep_poverty_line", + "deficiency_relief", + "defined_benefit_pension_contributions", + "defined_benefit_pension_input_amount", + "defined_benefit_pension_share", + "dfe_education_spending", + "dft_subsidy_spending", + "diesel_litres", + "diesel_price", + "diesel_spending", + "directly_held_shares", + "disability_basic_income", + "disability_premium", + "disabled_students_allowance", + "disabled_students_allowance_course_eligible", + "disabled_students_allowance_eligible", + "disabled_students_allowance_eligible_expenses", + "disabled_students_allowance_has_qualifying_condition", + "disabled_students_allowance_receives_equivalent_support", + "dividend_income", + "dividend_income_tax", + "dla", + "dla_m", + "dla_m_category", + "dla_sc", + "dla_sc_category", + "dla_sc_middle_plus", + "domestic_energy_consumption", + "domestic_energy_vat", + "domestic_rates", + "early_years_school_start_deferred", + "early_years_term_share_before_school", + "earned_income", + "earned_income_tax", + "earned_taxable_income", + "ebr_council_tax_rebate", + "ebr_energy_bills_credit", + "ebr_energy_bills_credit_eligible", + "education_budget_change", + "education_consumption", + "education_grants", + "eldest_adult_age", + "eldest_child_age", + "eldest_claimant_or_partner_age", + "electricity_consumption", + "electricity_consumption_kwh", + "employee_pension_contributions", + "employee_pension_contributions_reported", + "employer_cost", + "employer_ni_fixed_employer_cost_change", + "employer_ni_response_capital_incidence", + "employer_ni_response_consumer_incidence", + "employer_pension_contributions", + "employment_benefits", + "employment_deductions", + "employment_expenses", + "employment_income", + "employment_income_before_lsr", + "employment_income_behavioral_response", + "employment_sector", + "employment_status", + "energy_bills_rebate", + "enhanced_disability_premium", + "epg_subsidy", + "equiv_hbai_household_net_income", + "equiv_hbai_household_net_income_ahc", + "equiv_household_net_income", + "esa", + "esa_contrib", + "esa_contrib_reported", + "esa_exempt_work_earnings", + "esa_exempt_work_higher_earnings_limit", + "esa_includes_support_component", + "esa_income", + "esa_income_assessable_capital", + "esa_income_claimant_remunerative_work", + "esa_income_eligible", + "esa_income_remunerative_work_hours", + "esa_income_report_closed", + "esa_income_reported", + "esa_income_tariff_income", + "expected_lbtt", + "expected_ltt", + "expected_sdlt", + "extended_childcare_entitlement", + "extended_childcare_entitlement_eligible", + "extended_childcare_entitlement_limited_capability_or_specified_benefit", + "extended_childcare_entitlement_meets_income_requirements", + "extended_childcare_entitlement_per_child", + "extended_childcare_entitlement_qualifying_child", + "extended_childcare_entitlement_term_share", + "extended_childcare_entitlement_total_per_child", + "extended_childcare_entitlement_work_condition", + "external_child_payments", + "families", + "family_rent", + "family_type", + "financial_spread_betting_net_losses", + "food_and_non_alcoholic_beverages_consumption", + "free_school_fruit_veg", + "free_school_meals", + "free_school_milk", + "free_tv_licence_value", + "fuel_duty", + "full_rate_vat_consumption", + "full_rate_vat_expenditure_rate", + "gambling_duty", + "gaming_duty", + "gas_consumption", + "gas_consumption_kwh", + "gender", + "general_betting_duty", + "gift_aid", + "gift_aid_grossed_up", + "gov_balance", + "gov_spending", + "gov_tax", + "gross_financial_wealth", + "gross_taxable_inputs", + "guarantee_credit", + "hand_rolling_tobacco_grams_per_week", + "has_attained_state_pension_credit_qualifying_age", + "has_lifetime_isa", + "has_mixed_age_couple_pension_credit_saving", + "has_non_dependant_for_council_tax_reduction_severe_disability_premium", + "has_non_dependant_for_severe_disability_premium", + "has_own_esa_award", + "has_student_loan", + "has_tax_credit_award", + "hbai_benefits", + "hbai_excluded_income", + "hbai_excluded_income_change", + "hbai_household_net_income", + "hbai_household_net_income_ahc", + "hbai_household_net_income_before_reset_to_zero", + "hbai_person_type", + "health_consumption", + "healthy_start_vouchers", + "heated_tobacco_grams_per_week", + "high_value_council_tax_surcharge", + "higher_rate_earned_income", + "higher_rate_earned_income_tax", + "higher_rate_savings_income", + "highest_education", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_benefits", + "household_benefits_individual_non_dep_deduction", + "household_bus_fare_age_weight", + "household_count_people", + "household_equivalisation_ahc", + "household_equivalisation_bhc", + "household_furnishings_consumption", + "household_gross_income", + "household_id", + "household_income_decile", + "household_income_decile_ahc", + "household_land_value", + "household_lifetime_isa_balance", + "household_market_income", + "household_net_income", + "household_net_income_ahc", + "household_num_benunits", + "household_owns_tv", + "household_tax", + "household_uc_company_holding_pool_scale", + "household_uc_pool_company_holdings", + "household_uc_reported_financial_capital", + "household_uc_unreported_claimants", + "household_wealth_decile", + "household_weight", + "households", + "housing_benefit", + "housing_benefit_LHA_allowed_bedrooms", + "housing_benefit_LHA_category", + "housing_benefit_LHA_rate", + "housing_benefit_applicable_amount", + "housing_benefit_applicable_income", + "housing_benefit_applicable_income_childcare_element", + "housing_benefit_applicable_income_disregard", + "housing_benefit_assessable_capital", + "housing_benefit_attained_pension_age_before_cutoff", + "housing_benefit_baseline_entitlement", + "housing_benefit_benefit_cap", + "housing_benefit_benefit_cap_reduction", + "housing_benefit_board_and_attendance_determination", + "housing_benefit_child_disability_premiums", + "housing_benefit_eligible", + "housing_benefit_entitlement", + "housing_benefit_family_premium", + "housing_benefit_family_premium_category", + "housing_benefit_has_main_phase_esa", + "housing_benefit_has_non_dependant", + "housing_benefit_individual_non_dep_deduction_eligible", + "housing_benefit_main_phase_esa_allowance_adjustment", + "housing_benefit_maintenance_disregard", + "housing_benefit_meals_deduction", + "housing_benefit_net_earnings", + "housing_benefit_non_dep_deductions", + "housing_benefit_non_dep_gross_income", + "housing_benefit_on_passporting_benefit", + "housing_benefit_pension_age_regulations_apply", + "housing_benefit_pre_benefit_cap", + "housing_benefit_reported", + "housing_benefit_residential_capital_exception", + "housing_benefit_savings_credit_only_income", + "housing_benefit_severe_disability_premium_applies", + "housing_benefit_shares_accommodation", + "housing_benefit_special_earnings_disregard", + "housing_benefit_special_earnings_disregard_eligible", + "housing_benefit_specified_or_temporary_accommodation_disregard", + "housing_benefit_tariff_income", + "housing_benefit_widowed_parents_allowance_income", + "housing_costs", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb", + "iidb_reported", + "in_FE", + "in_HE", + "in_absolute_poverty_fye2011_ahc", + "in_absolute_poverty_fye2011_bhc", + "in_deep_poverty", + "in_deep_poverty_ahc", + "in_deep_poverty_bhc", + "in_original_frs", + "in_poverty", + "in_poverty_ahc", + "in_poverty_bhc", + "in_receipt_of_guarantee_credit", + "in_receipt_of_income_support_jsa_ib_or_esa_ir", + "in_receipt_of_savings_credit_only", + "in_relative_poverty_ahc", + "in_relative_poverty_bhc", + "in_rural_fuel_duty_relief_area", + "in_social_housing", + "in_specified_or_temporary_accommodation", + "in_work", + "incapacity_benefit", + "incapacity_benefit_reported", + "income_decile", + "income_elasticity_lsr", + "income_support", + "income_support_applicable_amount", + "income_support_applicable_income", + "income_support_assessable_capital", + "income_support_eligible", + "income_support_entitlement", + "income_support_remunerative_work_hours", + "income_support_reported", + "income_support_tariff_income", + "income_tax", + "income_tax_before_winter_fuel_payment_charge", + "income_tax_pre_charges", + "income_tax_relief_cap", + "individual_savings_account_dividend_income", + "individual_savings_account_interest_income", + "inflation_adjustment", + "inflation_adjustment_ahc", + "is_CTC_child_element_included", + "is_CTC_child_limit_exception", + "is_CTC_child_limit_exempt", + "is_CTC_child_limit_own_exception", + "is_CTC_eligible", + "is_SP_age", + "is_WA_adult", + "is_WTC_eligible", + "is_about_to_start_paid_work", + "is_adult", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_benunit_eldest_child", + "is_benunit_head", + "is_blind", + "is_cared_for_by_carer_benefit_recipient", + "is_carer_for_benefits", + "is_child", + "is_child_for_child_benefit", + "is_child_for_child_tax_credit", + "is_child_for_pension_credit", + "is_child_for_universal_credit", + "is_child_for_working_tax_credit_childcare_element", + "is_child_or_qualifying_young_person_for_child_benefit", + "is_child_or_qualifying_young_person_for_child_tax_credit", + "is_child_or_qualifying_young_person_for_pension_credit", + "is_child_or_qualifying_young_person_for_universal_credit", + "is_child_or_young_person_for_council_tax_reduction", + "is_child_or_young_person_for_legacy_benefits", + "is_child_receiving_extended_childcare", + "is_child_receiving_targeted_childcare", + "is_child_receiving_tax_free_childcare", + "is_child_receiving_universal_childcare", + "is_claimant_or_partner", + "is_council_tax_reduction_applicant_or_partner", + "is_council_tax_reduction_lone_parent", + "is_counted_resident_for_severe_disability_addition", + "is_couple", + "is_dependent_child_for_student_support", + "is_disabled_for_benefits", + "is_eldest_child", + "is_engaged_in_owned_company_trade", + "is_enhanced_disabled_for_benefits", + "is_entitled_to_carer_benefit", + "is_female", + "is_full_year_category_a_director", + "is_gainfully_employed_for_carers_allowance", + "is_guarantee_credit_eligible", + "is_hbai_adult", + "is_hbai_child_aged_14_or_over", + "is_hbai_child_under_14", + "is_hbai_dependent_child", + "is_hbai_pensioner", + "is_hbai_working_age_adult", + "is_higher_earner", + "is_household_head", + "is_housing_benefit_benefit_cap_exempt", + "is_housing_benefit_benefit_cap_exempt_specified_benefit", + "is_housing_benefit_benefit_cap_exempt_working_tax_credit", + "is_housing_benefit_benefit_cap_single_claimant_rate", + "is_housing_benefit_young_individual", + "is_in_approved_training", + "is_in_first_year_of_apprenticeship", + "is_in_non_advanced_education", + "is_lha_shared_accommodation_rate_specified_renter", + "is_liable_for_household_rent", + "is_lone_parent", + "is_looked_after_by_local_authority", + "is_male", + "is_married", + "is_mixed_age_couple", + "is_newly_self_employed", + "is_non_dependant_of_household_head", + "is_of_compulsory_school_age", + "is_older_child", + "is_on_cliff", + "is_on_income_based_jsa", + "is_on_income_related_esa", + "is_on_income_support", + "is_on_pawhp_relevant_benefit", + "is_on_pension_credit", + "is_on_universal_credit", + "is_on_winter_fuel_payment_relevant_benefit", + "is_parent", + "is_pension_credit_eligible", + "is_qualifying_young_person_for_child_benefit", + "is_qualifying_young_person_for_child_tax_credit", + "is_qualifying_young_person_for_pension_credit", + "is_qualifying_young_person_for_universal_credit", + "is_renting", + "is_resolved_household_head", + "is_responsible_for_child_or_qualifying_young_person_for_child_tax_credit", + "is_responsible_for_child_or_qualifying_young_person_for_universal_credit", + "is_responsible_for_child_or_young_person_for_council_tax_reduction", + "is_responsible_for_child_or_young_person_for_legacy_benefits", + "is_responsible_for_child_or_young_person_for_uc_or_housing_benefit", + "is_savings_credit_eligible", + "is_scp_eligible", + "is_scp_eligible_child", + "is_severely_disabled_for_benefits", + "is_severely_disabled_for_carers_allowance", + "is_shared_accommodation", + "is_single", + "is_single_person", + "is_uc_assessed_claimant", + "is_uc_benefit_cap_exempt", + "is_uc_benefit_cap_exempt_earnings", + "is_uc_benefit_cap_exempt_qualifying_age", + "is_uc_benefit_cap_exempt_specified_benefit", + "is_uc_benefit_cap_single_claimant_rate", + "is_uc_claimant", + "is_uc_eligible", + "is_uc_entitled", + "is_uc_entitled_baseline", + "is_uc_single_or_joint_claimant", + "is_uc_work_allowance_eligible", + "is_young_child", + "isa_cash_interest_flat_rate_charge", + "jsa", + "jsa_contrib", + "jsa_contrib_reported", + "jsa_income", + "jsa_income_assessable_capital", + "jsa_income_eligible", + "jsa_income_reported", + "jsa_income_tariff_income", + "jsa_remunerative_work_hours", + "kingston_upon_thames_council_tax_reduction", + "kingston_upon_thames_council_tax_reduction_individual_non_dep_deduction", + "kingston_upon_thames_council_tax_reduction_non_dep_deductions", + "land_and_buildings_transaction_tax", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "land_transaction_tax", + "land_value", + "lbtt_liable", + "lbtt_on_non_residential_property_rent", + "lbtt_on_non_residential_property_transactions", + "lbtt_on_rent", + "lbtt_on_residential_property_rent", + "lbtt_on_residential_property_transactions", + "lbtt_on_transactions", + "left_pension_route_at_legacy_closure", + "legacy_benefits_closed", + "lha_renter_has_non_dependant", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "lifetime_isa_bonus", + "lifetime_isa_countable_capital", + "lifetime_isa_first_time_buyer", + "lifetime_isa_months_since_first_payment", + "lifetime_isa_payments", + "lifetime_isa_terminally_ill", + "lifetime_isa_withdrawal_charge", + "lifetime_isa_withdrawals", + "lifetime_isa_withdrawals_towards_first_home", + "liquid_fuel_consumption", + "local_authority", + "local_bus_single_fare_share", + "local_bus_trips", + "local_bus_uncapped_single_fare", + "loss_relief", + "lottery_duty", + "lpg_kg", + "ltt_liable", + "ltt_on_non_residential_property_rent", + "ltt_on_non_residential_property_transactions", + "ltt_on_rent", + "ltt_on_residential_property_rent", + "ltt_on_residential_property_transactions", + "ltt_on_transactions", + "lump_sum_income", + "machine_games_duty", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased", + "main_residential_property_purchased_is_first_home", + "main_residential_property_purchased_is_in_uk", + "main_residential_property_purchased_with_mortgage", + "maintenance_expenses", + "maintenance_income", + "maintenance_loan", + "maintenance_loan_candidate_benunit_income", + "maintenance_loan_eligible", + "maintenance_loan_entitled_to_benefits", + "maintenance_loan_has_sponsor", + "maintenance_loan_household_income", + "maintenance_loan_in_england_system", + "maintenance_loan_in_higher_education", + "maintenance_loan_living_arrangement", + "maintenance_loan_sponsor_income", + "marginal_tax_rate", + "marginal_tax_rate_on_capital_gains", + "marginal_tax_rate_wrt_employer_cost", + "marital_status", + "market_income", + "marriage_allowance", + "married_couples_allowance", + "married_couples_allowance_deduction", + "maternity_allowance", + "maternity_allowance_reported", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "meals_included_in_rent", + "meets_child_tax_credit_criteria_for_targeted_childcare_entitlement", + "meets_housing_benefit_additional_earnings_disregard_conditions", + "meets_marriage_allowance_income_conditions", + "meets_pension_credit_age_conditions", + "meets_qualifying_young_person_age_condition_for_child_benefit", + "meets_qualifying_young_person_age_condition_for_child_tax_credit", + "meets_qualifying_young_person_age_condition_for_pension_credit", + "meets_qualifying_young_person_age_condition_for_universal_credit", + "meets_qualifying_young_person_education_or_training_condition_for_child_benefit", + "meets_qualifying_young_person_education_or_training_condition_for_child_tax_credit", + "meets_qualifying_young_person_education_or_training_condition_for_pension_credit", + "meets_qualifying_young_person_education_or_training_condition_for_universal_credit", + "meets_qualifying_young_person_entry_condition_for_child_benefit", + "meets_qualifying_young_person_entry_condition_for_child_tax_credit", + "meets_qualifying_young_person_entry_condition_for_pension_credit", + "meets_qualifying_young_person_entry_condition_for_universal_credit", + "meets_qualifying_young_person_terminal_date_condition_for_universal_credit", + "meets_savings_credit_age_requirement", + "meets_severe_disability_addition_residence_condition", + "meets_tax_credit_criteria_for_targeted_childcare_entitlement", + "meets_uc_higher_disabled_child_condition", + "meets_uc_minimum_age_condition", + "meets_universal_credit_criteria_for_targeted_childcare_entitlement", + "meets_working_tax_credit_criteria_for_targeted_childcare_entitlement", + "merton_council_tax_reduction", + "merton_council_tax_reduction_individual_non_dep_deduction", + "merton_council_tax_reduction_non_dep_deductions", + "minimum_guarantee", + "minimum_wage", + "minimum_wage_category", + "miscellaneous_consumption", + "miscellaneous_income", + "monthly_domestic_energy_consumption", + "monthly_ebr_energy_bills_credit", + "monthly_epg_consumption_level", + "monthly_epg_subsidy", + "monthly_ni_epg_subsidy", + "months_since_last_birthday", + "months_since_state_pension_age", + "mortgage", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "national_insurance", + "national_lottery_ticket_spending", + "natural_gas_kg", + "net_financial_wealth", + "net_income", + "net_income_before_trade_loss_relief", + "net_pay_pension_relief", + "net_wealth", + "new_state_pension", + "newham_council_tax_reduction", + "newham_council_tax_reduction_individual_non_dep_deduction", + "newham_council_tax_reduction_non_dep_deductions", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_budget_change", + "nhs_outpatient_spending", + "nhs_spending", + "ni_class_1_employee", + "ni_class_1_employee_additional", + "ni_class_1_employee_primary", + "ni_class_1_employer", + "ni_class_1_income", + "ni_class_1_secondary_liable", + "ni_class_2", + "ni_class_3", + "ni_class_4", + "ni_class_4_liable", + "ni_class_4_loss_relief", + "ni_class_4_losses_brought_forward", + "ni_class_4_losses_carried_forward", + "ni_class_4_main", + "ni_class_4_maximum", + "ni_class_4_profits", + "ni_class_4_profits_before_losses", + "ni_class_4_trading_loss", + "ni_employee", + "ni_employer", + "ni_epg_full_rate_applies", + "ni_epg_subsidy_calculable", + "ni_liable", + "ni_self_employed", + "non_cash_isa_cash_interest", + "non_primary_residence_wealth_tax", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "non_residential_rent", + "non_savings_income_after_allowances", + "non_savings_taxable_income", + "num_adults", + "num_bedrooms", + "num_carers", + "num_children", + "num_disabled_adults", + "num_disabled_children", + "num_disabled_claimants_or_partners_for_legacy_benefits", + "num_enhanced_disabled_adults", + "num_enhanced_disabled_children", + "num_enhanced_disabled_claimants_or_partners_for_legacy_benefits", + "num_relevant_children_for_housing_benefit_childcare", + "num_severely_disabled_adults", + "num_severely_disabled_children", + "num_vehicles", + "ons_tenure_type", + "original_weight", + "other_deductions", + "other_fermented_abv", + "other_fermented_draught_share", + "other_fermented_duty", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_public_spending_budget_change", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_spread_betting_net_losses", + "other_tax_credits", + "other_tobacco_grams_per_week", + "outpatient_visits", + "over_16", + "overlapping_state_pension", + "owned_company_capital", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_holding_value", + "owned_company_income_share", + "owned_company_intermediary_earnings_chapter", + "owned_company_intermediary_earnings_from_main_employment", + "owned_company_is_main_employment", + "owned_company_trade_assets", + "owned_land", + "owns_vehicle", + "oxford_council_tax_reduction", + "oxford_council_tax_reduction_individual_non_dep_deduction", + "oxford_council_tax_reduction_non_dep_deductions", + "parents_learning_allowance", + "parents_learning_allowance_course_eligible", + "parents_learning_allowance_dependent_children", + "parents_learning_allowance_eligible", + "parents_learning_allowance_household_income", + "partners_care_for_same_severely_disabled_person", + "partners_unused_personal_allowance", + "pawhp", + "pawhp_eligible", + "pays_rent_to_householder", + "pays_scottish_income_tax", + "pension_age_benefits_premiums", + "pension_age_severe_disability_premium", + "pension_age_winter_heating_payment", + "pension_annual_allowance", + "pension_annual_allowance_adjusted_income", + "pension_annual_allowance_chargeable_amount", + "pension_annual_allowance_taxable_lump_sum_death_benefits", + "pension_annual_allowance_threshold_income", + "pension_contributions", + "pension_contributions_for_annual_allowance", + "pension_contributions_relief", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_contributions_via_salary_sacrifice_adjusted", + "pension_contributions_via_salary_sacrifice_from_pay", + "pension_contributions_via_salary_sacrifice_pre_2015", + "pension_credit", + "pension_credit_assessable_capital", + "pension_credit_deemed_income", + "pension_credit_earnings", + "pension_credit_earnings_disregard", + "pension_credit_employment_income_tax", + "pension_credit_entitlement", + "pension_credit_income", + "pension_credit_income_tax_without_earnings", + "pension_credit_income_tax_without_employment_income", + "pension_credit_reported", + "pension_credit_reported_capital", + "pension_credit_self_employment_deductions", + "pension_credit_self_employment_income_tax", + "pension_credit_war_pension_income", + "pension_credit_widowed_parents_allowance_income", + "pension_income", + "people", + "person_benunit_id", + "person_benunit_role", + "person_bus_fare_spending", + "person_household_id", + "person_household_role", + "person_id", + "person_legacy_benefits_closed", + "person_weight", + "personal_allowance", + "personal_pension_contributions", + "personal_pension_contributions_tax", + "personal_rent", + "petrol_litres", + "petrol_price", + "petrol_spending", + "pip", + "pip_dl", + "pip_dl_category", + "pip_dl_points", + "pip_m", + "pip_m_category", + "pip_m_points", + "plan_1_interest_rate", + "plan_2_interest_rate", + "plan_4_interest_rate", + "plan_5_interest_rate", + "pool_betting_duty", + "pool_betting_net_receipts", + "post_tax_income", + "postgraduate_interest_rate", + "poverty_gap", + "poverty_gap_ahc", + "poverty_gap_bhc", + "poverty_line", + "poverty_line_ahc", + "poverty_line_bhc", + "poverty_threshold_ahc", + "poverty_threshold_bhc", + "poverty_threshold_fye2011_ahc", + "poverty_threshold_fye2011_bhc", + "pre_budget_change_household_benefits", + "pre_budget_change_household_net_income", + "pre_budget_change_household_tax", + "pre_budget_change_ons_household_income_decile", + "private_pension_income", + "private_pension_wealth", + "private_school_vat", + "private_school_vat_change", + "private_transfer_income", + "property_allowable_expenses", + "property_allowance_deduction", + "property_allowance_deduction_if_used", + "property_finance_cost_relief", + "property_finance_costs", + "property_finance_costs_brought_forward", + "property_finance_costs_carried_forward", + "property_finance_costs_relievable", + "property_finance_costs_relieved", + "property_income", + "property_income_after_finance_costs", + "property_income_tax", + "property_purchased", + "property_receipts_within_allowance", + "property_rental_income", + "property_wealth", + "qualifies_for_apprentice_minimum_wage", + "rail_subsidy_spending", + "rail_usage", + "raw_person_weight", + "real_hbai_household_net_income", + "real_hbai_household_net_income_ahc", + "real_household_net_income", + "real_household_net_income_ahc", + "received_allowances", + "received_allowances_dividend_income", + "received_allowances_earned_income", + "received_allowances_savings_income", + "receives_benefits_in_own_right", + "receives_carer_benefit", + "receives_carer_support_payment", + "receives_carers_allowance", + "receives_enhanced_pip_dl", + "receives_highest_dla_sc", + "receives_limited_capability_for_work_credits", + "receives_severe_disability_addition_qualifying_benefit", + "receives_severe_disability_premium_qualifying_benefit", + "receives_uc_carer_element", + "receives_uc_with_limited_capability_for_work", + "recreation_consumption", + "reduced_rate_vat_consumption", + "region", + "relation_type", + "relative_capital_gains_mtr_change", + "relative_capital_gains_retention_rate_change", + "relative_income_change", + "relative_wage_change", + "remote_gaming_duty", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "residential_property_value", + "restaurants_and_hotels_consumption", + "role", + "salary_sacrifice_broad_base_haircut", + "salary_sacrifice_pension_ni_employee", + "salary_sacrifice_pension_ni_employer", + "salary_sacrifice_pension_ni_excess", + "salary_sacrifice_returned_to_income", + "savings", + "savings_allowance", + "savings_credit", + "savings_credit_income", + "savings_income_tax", + "savings_interest_income", + "savings_starter_rate_income", + "scottish_carer_supplement", + "scottish_child_payment", + "scottish_funded_early_learning_childcare_eligible", + "scottish_funded_early_learning_childcare_start_date_reached", + "sda", + "sda_reported", + "sdlt_liable", + "sdlt_on_non_residential_property_rent", + "sdlt_on_non_residential_property_transactions", + "sdlt_on_rent", + "sdlt_on_residential_property_rent", + "sdlt_on_residential_property_transactions", + "sdlt_on_transactions", + "self_employment_gross_receipts", + "self_employment_income", + "severe_disability_minimum_guarantee_addition", + "severe_disability_premium", + "severe_disability_premium_before_non_dependant_test", + "severe_disability_premium_joint_occupier_exclusion_applies", + "share_like_capital", + "share_of_household_rent", + "shareholding", + "sic_industry_division", + "simulated_council_tax", + "simulated_council_tax_less_discounts", + "simulated_council_tax_reduction_benunit", + "social_security_income", + "solid_fuel_consumption", + "sparkling_cider_abv", + "sparkling_cider_draught_share", + "sparkling_cider_duty", + "sparkling_cider_litres", + "spi_imputed", + "spirits_abv", + "spirits_draught_share", + "spirits_duty", + "spirits_litres", + "spousal_maintenance_income", + "squared_poverty_gap_ahc", + "squared_poverty_gap_bhc", + "ssmg", + "ssmg_reported", + "stamp_duty_land_tax", + "standard_minimum_guarantee", + "stands_as_sole_owner_or_partner_of_company", + "state_pension", + "state_pension_age", + "state_pension_age_date", + "state_pension_credit_qualifying_age", + "state_pension_reported", + "state_pension_type", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_interest_rate", + "student_loan_plan", + "student_loan_repayment", + "student_loan_repayment_rate", + "student_loan_repayments", + "student_loans", + "student_payments", + "sublet_income", + "substitution_elasticity_lsr", + "targeted_childcare_entitlement", + "targeted_childcare_entitlement_eligible", + "tax", + "tax_band", + "tax_credit_award", + "tax_credits", + "tax_credits_applicable_income", + "tax_credits_current_year_income", + "tax_credits_reduction", + "tax_free_childcare", + "tax_free_childcare_caring_or_incapacity_benefit", + "tax_free_childcare_child_age_eligible", + "tax_free_childcare_eligible", + "tax_free_childcare_eligible_declaration_periods", + "tax_free_childcare_expected_declaration_period_income", + "tax_free_childcare_meets_income_requirements", + "tax_free_childcare_meets_uk_connection", + "tax_free_childcare_on_adoption_leave", + "tax_free_childcare_on_carers_leave", + "tax_free_childcare_on_qualifying_leave", + "tax_free_childcare_on_shared_parental_leave", + "tax_free_childcare_program_eligible", + "tax_free_childcare_qualifying_child", + "tax_free_childcare_regarded_as_in_paid_work", + "tax_free_childcare_self_employment_start_up_period", + "tax_free_childcare_spend_routed_share", + "tax_free_childcare_treated_as_in_work", + "tax_free_childcare_uses_qualifying_provider", + "tax_free_childcare_work_condition", + "tax_free_savings_income", + "tax_modelling", + "tax_reported", + "taxable_dividend_income", + "taxable_employment_income", + "taxable_miscellaneous_income", + "taxable_pension_income", + "taxable_property_income", + "taxable_property_income_after_allowances", + "taxable_savings_interest_income", + "taxable_self_employment_income", + "taxable_social_security_income", + "taxed_dividend_income", + "taxed_income", + "taxed_savings_income", + "tenure_type", + "tobacco_duty", + "total_income", + "total_income_charged_to_tax", + "total_national_insurance", + "total_pension_income", + "total_wealth", + "trade_loss_relief_against_general_income", + "trade_loss_relief_against_savings_and_dividends", + "trading_allowance_deduction", + "trading_loss", + "transport_consumption", + "travel_grant", + "travel_grant_abroad_placement", + "travel_grant_clinical_placement", + "travel_grant_eligible", + "travel_grant_eligible_expenses", + "travel_grant_household_income", + "travel_grant_income_assessed_support", + "travel_grant_receives_means_tested_nhs_bursary", + "tv_licence", + "tv_licence_discount", + "tv_licence_free_licence_share", + "tv_licence_required", + "two_child_limit_payment", + "uc_LCWRA_element", + "uc_LHA_cap", + "uc_advance_repayment_amount", + "uc_assessable_capital", + "uc_benefit_cap", + "uc_benefit_cap_earnings_exception_threshold", + "uc_benefit_cap_reduction", + "uc_benefit_cap_reduction_after_floor", + "uc_carer_element", + "uc_carer_element_included_for_claimant", + "uc_child_element", + "uc_child_index", + "uc_child_limit_disregarded", + "uc_child_limit_exception", + "uc_child_limit_position", + "uc_childcare_element", + "uc_childcare_element_claimed", + "uc_childcare_element_eligible_children", + "uc_childcare_treated_as_in_paid_work", + "uc_childcare_work_condition", + "uc_claimant_company_holding_disregard", + "uc_company_capital", + "uc_company_gainful_self_employment", + "uc_company_holding_disregard", + "uc_company_intermediary_exclusion_applies", + "uc_company_owner_treatment_applies", + "uc_company_self_employed_earnings", + "uc_deduction_combination", + "uc_deduction_random_draw", + "uc_deduction_rate", + "uc_deduction_type_random_draw", + "uc_deductions", + "uc_disability_elements", + "uc_earned_income", + "uc_earned_income_before_work_allowance", + "uc_expected_hours", + "uc_has_deduction", + "uc_has_offer_of_paid_work_starting_by_end_of_next_assessment_period", + "uc_housing_costs_element", + "uc_income_reduction", + "uc_income_tax_on_earnings", + "uc_income_tax_on_trade", + "uc_individual_child_element", + "uc_individual_disabled_child_element", + "uc_individual_earned_income", + "uc_individual_earned_income_before_mif", + "uc_individual_non_dep_deduction", + "uc_individual_non_dep_deduction_eligible", + "uc_individual_severely_disabled_child_element", + "uc_is_adopter_in_first_year", + "uc_is_child_born_before_child_limit", + "uc_is_child_limit_affected", + "uc_is_foster_parent_or_new_friend_or_family_carer", + "uc_is_in_gainful_self_employment", + "uc_is_in_pregnancy_or_post_confinement_period", + "uc_is_in_startup_period", + "uc_is_ineligible_partner", + "uc_is_responsible_carer", + "uc_is_responsible_foster_parent_of_child_under_one", + "uc_is_student_with_no_work_related_requirements", + "uc_is_temporarily_absent_from_claimant_household", + "uc_latent_deduction_rate", + "uc_limited_capability_for_WRA", + "uc_limited_capability_for_work", + "uc_maximum_amount", + "uc_maximum_childcare_element_amount", + "uc_maximum_reduction", + "uc_member_of_couple_claims_as_single_person", + "uc_mif_applies", + "uc_migrated", + "uc_minimum_income_floor", + "uc_minimum_income_floor_gross", + "uc_minimum_income_floor_income_tax", + "uc_minimum_income_floor_national_insurance", + "uc_national_insurance_on_earnings", + "uc_national_insurance_on_trade", + "uc_non_dep_deduction_exempt", + "uc_non_dep_deductions", + "uc_non_dep_receives_pension_credit", + "uc_non_dependants_counted", + "uc_non_residential_property_capital", + "uc_other_residential_property_capital", + "uc_property_capital", + "uc_receives_new_claimant_health_element", + "uc_reported_capital", + "uc_standard_allowance", + "uc_standard_allowance_claimant_type", + "uc_tariff_income", + "uc_trading_losses_set_against_profits", + "uc_unable_to_provide_childcare", + "uc_unearned_carer_support_payment", + "uc_unearned_income", + "uc_work_allowance", + "uc_work_related_group_apart_from_earnings", + "uc_youngest_child_age", + "uncapped_BRMA_LHA_rate", + "unit_and_investment_trusts", + "universal_childcare_entitlement", + "universal_childcare_entitlement_eligible", + "universal_credit", + "universal_credit_pre_benefit_cap", + "universal_credit_reported", + "unused_pension_annual_allowance", + "unused_personal_allowance", + "uses_energy_prepayment_meter", + "uses_property_allowance", + "vat", + "vat_change", + "vehicle_excise_duty", + "wales_childcare_offer", + "wales_childcare_offer_eligible", + "wales_childcare_offer_parent_condition", + "wales_childcare_offer_per_child", + "wales_childcare_offer_qualifying_child", + "war_widows_pension", + "war_widows_pension_reported", + "warm_home_discount", + "warm_home_discount_random_draw", + "water_and_sewerage_charges", + "wealth_tax", + "weekly_childcare_expenses", + "weekly_hours", + "westminster_council_tax_reduction", + "westminster_council_tax_reduction_individual_non_dep_deduction", + "westminster_council_tax_reduction_non_dep_deductions", + "widowed_parents_allowance", + "widowed_parents_allowance_reported", + "wine_abv", + "wine_draught_share", + "wine_duty", + "wine_litres", + "winter_fuel_allowance", + "winter_fuel_allowance_reported", + "winter_fuel_payment", + "winter_fuel_payment_charge", + "winter_fuel_payment_eligible", + "working_age_benefits_premiums", + "working_tax_credit", + "working_tax_credit_pre_minimum", + "working_tax_credit_reported", + "working_tax_credit_run_on", + "would_claim_CTC", + "would_claim_IS", + "would_claim_WTC", + "would_claim_adult_dependants_grant", + "would_claim_bursary_fund_16_to_19", + "would_claim_care_to_learn", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_childcare_grant", + "would_claim_council_tax_reduction", + "would_claim_disabled_students_allowance", + "would_claim_extended_childcare", + "would_claim_housing_benefit", + "would_claim_marriage_allowance", + "would_claim_parents_learning_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_travel_grant", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_claim_wales_childcare_offer", + "would_evade_tv_licence_fee", + "would_receive_warm_home_discount", + "wtc_entitlement", + "youngest_adult_age", + "youngest_child_age", + "youngest_child_age_for_legacy_benefits", + "youngest_claimant_or_partner_age" + ], + "build_model_version": "2.162.12", + "defaulted_inputs": [], + "dropped_columns": [], + "input_aliases": { + "bus_fare_spending": "bus_fare_spending_reported", + "capital_gains": "capital_gains_before_response", + "employee_pension_contributions": "employee_pension_contributions_reported", + "employment_income": "employment_income_before_lsr" + }, + "limitations": [ + "The audit's baseline is the policyengine-uk 2.162.12 release on PyPI, which lacks #2695; the cut was built from #2695's head (b71ce793), whose package code 2.162.14 releases unchanged. #2695 adds no input and changes no result." + ], + "model_inputs": [ + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "additional_residential_property_purchased", + "admitted_patient_visits", + "adult_dependants_grant_has_other_adult_dependant", + "adult_dependants_grant_other_adult_income", + "adult_dependants_grant_receives_postgraduate_loan", + "adult_ema", + "afcs_reported", + "age", + "age_started_or_accepted_current_education_or_training", + "alcohol_and_tobacco_consumption", + "armed_forces_independence_payment", + "attends_private_school_random_draw", + "base_net_income", + "baseline_child_benefit_entitlement", + "baseline_income_support_entitlement", + "baseline_pension_credit_entitlement", + "beer_draught_share", + "beer_litres", + "benunit_id", + "benunit_reported_capital", + "betting_exchange_commission", + "bingo_net_receipts", + "blind_persons_allowance", + "bsp_reported", + "bursary_fund_16_to_19_in_care_or_care_leaver", + "bursary_fund_16_to_19_participation_costs", + "bursary_fund_16_to_19_self_supporting", + "bus_fare_spending_reported", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "capital_allowances", + "capital_gains_badr", + "capital_gains_before_response", + "capital_gains_carried_interest", + "capital_gains_residential_property", + "car_co2_emissions", + "car_engine_size", + "car_first_registration_date", + "car_fuel_type", + "car_is_ved_exempt", + "car_list_price", + "care_hours", + "carers_allowance_reported", + "cash_isa", + "charitable_investment_gifts", + "child_benefit_opts_out", + "child_benefit_reported", + "child_ema", + "child_limit_adoption_exception", + "child_limit_continuation_exception", + "child_limit_multiple_birth_exception", + "child_limit_non_consensual_conception_exception", + "child_limit_non_parental_caring_exception", + "child_tax_credit_reported", + "childcare_expenses", + "childcare_grant_child_has_special_educational_needs", + "childcare_grant_full_time_student", + "childcare_grant_provider_is_nanny", + "childcare_grant_receives_nhs_childcare_support", + "childcare_grant_receives_postgraduate_loan", + "cider_draught_share", + "cider_litres", + "cigarettes_per_week", + "cigars_grams_per_week", + "clothing_and_footwear_consumption", + "communication_consumption", + "consumer_debt", + "corporate_wealth", + "council_tax", + "council_tax_band", + "council_tax_benefit_reported", + "covenanted_payments", + "cumulative_non_residential_rent", + "cumulative_residential_rent", + "deficiency_relief", + "defined_benefit_pension_share", + "dfe_education_spending", + "diesel_spending", + "directly_held_shares", + "disabled_students_allowance_eligible_expenses", + "disabled_students_allowance_receives_equivalent_support", + "dividend_income", + "dla_m_category", + "dla_sc_category", + "domestic_energy_consumption", + "domestic_rates", + "early_years_school_start_deferred", + "ebr_energy_bills_credit_eligible", + "education_consumption", + "education_grants", + "electricity_consumption", + "electricity_consumption_kwh", + "employee_pension_contributions_reported", + "employer_pension_contributions", + "employment_expenses", + "employment_income_before_lsr", + "employment_sector", + "employment_status", + "esa_contrib_reported", + "esa_income_reported", + "external_child_payments", + "families", + "financial_spread_betting_net_losses", + "food_and_non_alcoholic_beverages_consumption", + "free_school_fruit_veg", + "free_school_meals", + "free_school_milk", + "full_rate_vat_expenditure_rate", + "gas_consumption", + "gas_consumption_kwh", + "gender", + "gift_aid", + "gross_financial_wealth", + "hand_rolling_tobacco_grams_per_week", + "health_consumption", + "healthy_start_vouchers", + "heated_tobacco_grams_per_week", + "highest_education", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_furnishings_consumption", + "household_id", + "household_owns_tv", + "household_weight", + "households", + "housing_benefit_board_and_attendance_determination", + "housing_benefit_family_premium_category", + "housing_benefit_has_main_phase_esa", + "housing_benefit_reported", + "housing_benefit_residential_capital_exception", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb_reported", + "in_FE", + "in_HE", + "in_original_frs", + "in_rural_fuel_duty_relief_area", + "in_specified_or_temporary_accommodation", + "incapacity_benefit_reported", + "income_support_reported", + "individual_savings_account_dividend_income", + "is_about_to_start_paid_work", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_blind", + "is_disabled_for_benefits", + "is_engaged_in_owned_company_trade", + "is_full_year_category_a_director", + "is_in_approved_training", + "is_in_first_year_of_apprenticeship", + "is_looked_after_by_local_authority", + "is_newly_self_employed", + "is_parent", + "is_shared_accommodation", + "jsa_contrib_reported", + "jsa_income_reported", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "lifetime_isa_first_time_buyer", + "lifetime_isa_months_since_first_payment", + "lifetime_isa_payments", + "lifetime_isa_terminally_ill", + "lifetime_isa_withdrawals", + "lifetime_isa_withdrawals_towards_first_home", + "liquid_fuel_consumption", + "local_authority", + "local_bus_uncapped_single_fare", + "loss_relief", + "lpg_kg", + "lump_sum_income", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased_is_first_home", + "main_residential_property_purchased_is_in_uk", + "main_residential_property_purchased_with_mortgage", + "maintenance_expenses", + "maintenance_income", + "married_couples_allowance", + "maternity_allowance_reported", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "meals_included_in_rent", + "miscellaneous_consumption", + "miscellaneous_income", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "national_lottery_ticket_spending", + "natural_gas_kg", + "net_financial_wealth", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_outpatient_spending", + "ni_class_3", + "ni_epg_full_rate_applies", + "non_cash_isa_cash_interest", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "non_residential_rent", + "num_bedrooms", + "num_vehicles", + "original_weight", + "other_deductions", + "other_fermented_draught_share", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_spread_betting_net_losses", + "other_tax_credits", + "other_tobacco_grams_per_week", + "outpatient_visits", + "owned_company_capital", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_holding_value", + "owned_company_income_share", + "owned_company_intermediary_earnings_chapter", + "owned_company_intermediary_earnings_from_main_employment", + "owned_company_is_main_employment", + "owned_company_trade_assets", + "owned_land", + "pension_annual_allowance_taxable_lump_sum_death_benefits", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_contributions_via_salary_sacrifice_pre_2015", + "pension_credit_reported", + "pension_income", + "people", + "person_benunit_id", + "person_benunit_role", + "person_household_id", + "person_household_role", + "person_id", + "personal_pension_contributions", + "petrol_spending", + "pip_dl_points", + "pip_m_points", + "pool_betting_net_receipts", + "private_pension_income", + "private_pension_wealth", + "private_transfer_income", + "property_finance_costs", + "property_finance_costs_brought_forward", + "property_income", + "property_purchased", + "property_rental_income", + "rail_usage", + "raw_person_weight", + "receives_benefits_in_own_right", + "receives_limited_capability_for_work_credits", + "recreation_consumption", + "region", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "restaurants_and_hotels_consumption", + "role", + "salary_sacrifice_returned_to_income", + "savings", + "savings_interest_income", + "scottish_funded_early_learning_childcare_start_date_reached", + "sda_reported", + "self_employment_gross_receipts", + "self_employment_income", + "severe_disability_premium_joint_occupier_exclusion_applies", + "sic_industry_division", + "solid_fuel_consumption", + "sparkling_cider_draught_share", + "sparkling_cider_litres", + "spi_imputed", + "spirits_draught_share", + "spirits_litres", + "spousal_maintenance_income", + "ssmg_reported", + "stands_as_sole_owner_or_partner_of_company", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_plan", + "student_loans", + "sublet_income", + "tax_free_childcare_meets_uk_connection", + "tax_free_childcare_on_adoption_leave", + "tax_free_childcare_on_carers_leave", + "tax_free_childcare_on_qualifying_leave", + "tax_free_childcare_on_shared_parental_leave", + "tax_free_childcare_self_employment_start_up_period", + "tax_free_childcare_spend_routed_share", + "tax_free_childcare_uses_qualifying_provider", + "tax_reported", + "tenure_type", + "trading_loss", + "transport_consumption", + "travel_grant_abroad_placement", + "travel_grant_clinical_placement", + "travel_grant_eligible_expenses", + "travel_grant_receives_means_tested_nhs_bursary", + "uc_has_offer_of_paid_work_starting_by_end_of_next_assessment_period", + "uc_is_adopter_in_first_year", + "uc_is_foster_parent_or_new_friend_or_family_carer", + "uc_is_in_pregnancy_or_post_confinement_period", + "uc_is_in_startup_period", + "uc_is_responsible_foster_parent_of_child_under_one", + "uc_is_student_with_no_work_related_requirements", + "uc_is_temporarily_absent_from_claimant_household", + "uc_migrated", + "uc_receives_new_claimant_health_element", + "unit_and_investment_trusts", + "universal_credit_reported", + "uses_energy_prepayment_meter", + "war_widows_pension_reported", + "water_and_sewerage_charges", + "widowed_parents_allowance_reported", + "wine_draught_share", + "wine_litres", + "winter_fuel_allowance_reported", + "working_tax_credit_reported", + "working_tax_credit_run_on", + "would_claim_adult_dependants_grant", + "would_claim_bursary_fund_16_to_19", + "would_claim_care_to_learn", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_childcare_grant", + "would_claim_disabled_students_allowance", + "would_claim_extended_childcare", + "would_claim_marriage_allowance", + "would_claim_parents_learning_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_travel_grant", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_claim_wales_childcare_offer", + "would_evade_tv_licence_fee" + ], + "model_package": "policyengine-uk", + "model_variables": [ + "BRMA_LHA_rate", + "CB_HITC", + "CTC_child_element", + "CTC_disabled_child_element", + "CTC_family_element", + "CTC_maximum_rate", + "CTC_severely_disabled_child_element", + "LHA_allowed_bedrooms", + "LHA_cap", + "LHA_category", + "LHA_eligible", + "LVT", + "WTC_basic_element", + "WTC_childcare_element", + "WTC_couple_element", + "WTC_disabled_element", + "WTC_lone_parent_element", + "WTC_maximum_rate", + "WTC_severely_disabled_element", + "WTC_worker_element", + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "add_rate_earned_income", + "add_rate_earned_income_tax", + "add_rate_savings_income", + "additional_minimum_guarantee", + "additional_residential_property_purchased", + "additional_state_pension", + "adjusted_employer_cost", + "adjusted_net_income", + "adjusted_total_income", + "admitted_patient_visits", + "adult_dependants_grant", + "adult_dependants_grant_adult_eligible", + "adult_dependants_grant_adult_receives_student_finance", + "adult_dependants_grant_course_eligible", + "adult_dependants_grant_eligible", + "adult_dependants_grant_has_other_adult_dependant", + "adult_dependants_grant_household_income", + "adult_dependants_grant_other_adult_income", + "adult_dependants_grant_receives_postgraduate_loan", + "adult_ema", + "adult_index", + "adult_index_cg", + "afcs", + "afcs_reported", + "age", + "age_18_64", + "age_over_64", + "age_started_or_accepted_current_education_or_training", + "age_under_18", + "alcohol_and_tobacco_consumption", + "alcohol_duty", + "allowances", + "armed_forces_independence_payment", + "attendance_allowance", + "attends_private_school", + "attends_private_school_random_draw", + "base_net_income", + "baseline_business_rates", + "baseline_child_benefit_entitlement", + "baseline_ctc_entitlement", + "baseline_domestic_energy_vat", + "baseline_employer_cost", + "baseline_hbai_excluded_income", + "baseline_income_support_entitlement", + "baseline_pension_credit_entitlement", + "baseline_private_school_vat", + "baseline_vat", + "baseline_wtc_entitlement", + "basic_income", + "basic_rate_earned_income", + "basic_rate_earned_income_tax", + "basic_rate_savings_income", + "basic_rate_savings_income_pre_starter", + "basic_state_pension", + "beer_abv", + "beer_draught_share", + "beer_duty", + "beer_litres", + "benefit_cap_reduction", + "benefit_cap_welfare_benefits", + "benefits_premiums", + "benunit_contains_household_head", + "benunit_count_adults", + "benunit_count_children", + "benunit_has_carer", + "benunit_id", + "benunit_is_rent_liable", + "benunit_is_renting", + "benunit_region", + "benunit_rent", + "benunit_reported_capital", + "benunit_tax", + "benunit_tenure_type", + "benunit_weekly_hours", + "benunit_weight", + "betting_exchange_commission", + "bi_household_phaseout", + "bi_individual_phaseout", + "bi_maximum", + "bi_phaseout", + "bingo_duty", + "bingo_net_receipts", + "birth_year", + "blind_persons_allowance", + "brma", + "bsp", + "bsp_reported", + "bursary_fund_16_to_19", + "bursary_fund_16_to_19_age_eligible", + "bursary_fund_16_to_19_in_care_or_care_leaver", + "bursary_fund_16_to_19_in_qualifying_education", + "bursary_fund_16_to_19_participation_costs", + "bursary_fund_16_to_19_receives_uc_or_esa_in_own_right", + "bursary_fund_16_to_19_receives_uc_or_is_in_own_right", + "bursary_fund_16_to_19_self_supporting", + "bursary_fund_16_to_19_vulnerable_group_eligible", + "bus_fare_spending", + "bus_fare_spending_reported", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "business_rates", + "capital_allowances", + "capital_gains", + "capital_gains_badr", + "capital_gains_badr_behavioural_response", + "capital_gains_badr_elasticity", + "capital_gains_before_response", + "capital_gains_behavioural_response", + "capital_gains_carried_interest", + "capital_gains_elasticity", + "capital_gains_residential_property", + "capital_gains_tax", + "capital_income", + "capped_mcad", + "car_co2_emissions", + "car_engine_size", + "car_first_registration_date", + "car_fuel_type", + "car_is_ved_exempt", + "car_list_price", + "car_vehicle_excise_duty", + "carbon_consumption", + "carbon_tax", + "care_hours", + "care_to_learn", + "care_to_learn_eligible", + "care_to_learn_qualifying_child", + "carer_minimum_guarantee_addition", + "carer_premium", + "carer_support_payment", + "carer_support_payment_overlapping_benefits", + "carer_support_payment_pre_couple_limit", + "carer_support_payment_pre_overlap", + "carers_allowance", + "carers_allowance_earnings", + "carers_allowance_overlapping_benefits", + "carers_allowance_pre_couple_limit", + "carers_allowance_pre_overlap", + "carers_allowance_reported", + "cash_isa", + "charitable_investment_gifts", + "child_benefit", + "child_benefit_child_index", + "child_benefit_entitlement", + "child_benefit_less_tax_charge", + "child_benefit_opts_out", + "child_benefit_reported", + "child_benefit_respective_amount", + "child_ema", + "child_index", + "child_limit_adoption_exception", + "child_limit_continuation_exception", + "child_limit_multiple_birth_exception", + "child_limit_non_consensual_conception_exception", + "child_limit_non_parental_caring_exception", + "child_minimum_guarantee_addition", + "child_tax_credit", + "child_tax_credit_pre_minimum", + "child_tax_credit_reported", + "childcare_expenses", + "childcare_grant", + "childcare_grant_child_eligible", + "childcare_grant_child_has_special_educational_needs", + "childcare_grant_eligible", + "childcare_grant_eligible_children", + "childcare_grant_full_time_student", + "childcare_grant_household_income", + "childcare_grant_provider_is_nanny", + "childcare_grant_receives_nhs_childcare_support", + "childcare_grant_receives_postgraduate_loan", + "childcare_grant_student_finance_eligible", + "childcare_grant_uses_qualifying_provider", + "cider_abv", + "cider_draught_share", + "cider_duty", + "cider_litres", + "cigarette_price_per_pack", + "cigarettes_per_week", + "cigars_grams_per_week", + "claimant_or_partner_esa_income", + "claimant_or_partner_jsa_income", + "claims_all_entitled_benefits", + "claims_legacy_benefits", + "claims_uc_at_legacy_closure", + "claims_universal_credit", + "cliff_evaluated", + "cliff_gap", + "clothing_and_footwear_consumption", + "communication_consumption", + "consumer_debt", + "consumer_incident_tax_revenue_change", + "consumption", + "consumption_shareholding", + "corporate_incident_tax_revenue_change", + "corporate_land_value", + "corporate_sdlt", + "corporate_sector_wealth", + "corporate_tax_incidence", + "corporate_wealth", + "cost_of_living_support_payment", + "council_tax", + "council_tax_band", + "council_tax_band_d_amount", + "council_tax_benefit", + "council_tax_benefit_reported", + "council_tax_discount_rate", + "council_tax_less_benefit", + "council_tax_reduction", + "council_tax_reduction_applicable_amount", + "council_tax_reduction_applicable_income", + "council_tax_reduction_applicant_has_non_dep_exemption", + "council_tax_reduction_assessable_capital", + "council_tax_reduction_attained_pension_age_before_cutoff", + "council_tax_reduction_claimant_benunit", + "council_tax_reduction_claims_are_joint", + "council_tax_reduction_head_applies_alone", + "council_tax_reduction_household_has_simulated_claim", + "council_tax_reduction_individual_non_dep_deduction", + "council_tax_reduction_individual_non_dep_deduction_eligible", + "council_tax_reduction_joint_liability_share", + "council_tax_reduction_liable_person", + "council_tax_reduction_maximum_eligible_liability", + "council_tax_reduction_net_earnings", + "council_tax_reduction_non_dep_deductions", + "council_tax_reduction_non_dep_gross_income", + "council_tax_reduction_pension_contribution_deduction_rate", + "council_tax_reduction_pensioner", + "council_tax_reduction_pensioner_earnings_disregard", + "council_tax_reduction_premiums", + "council_tax_reduction_relevant_income_based_benefit", + "council_tax_reduction_scheme_supported", + "council_tax_reduction_severe_disability_premium", + "country", + "covenanted_payments", + "ctc_child_limit_affected", + "ctc_child_limit_position", + "ctc_entitlement", + "cumulative_non_residential_rent", + "cumulative_residential_rent", + "current_education", + "date_of_birth", + "deductible_property_finance_costs", + "deep_poverty_gap", + "deep_poverty_line", + "deficiency_relief", + "defined_benefit_pension_contributions", + "defined_benefit_pension_input_amount", + "defined_benefit_pension_share", + "dfe_education_spending", + "dft_subsidy_spending", + "diesel_litres", + "diesel_price", + "diesel_spending", + "directly_held_shares", + "disability_basic_income", + "disability_premium", + "disabled_students_allowance", + "disabled_students_allowance_course_eligible", + "disabled_students_allowance_eligible", + "disabled_students_allowance_eligible_expenses", + "disabled_students_allowance_has_qualifying_condition", + "disabled_students_allowance_receives_equivalent_support", + "dividend_income", + "dividend_income_tax", + "dla", + "dla_m", + "dla_m_category", + "dla_sc", + "dla_sc_category", + "dla_sc_middle_plus", + "domestic_energy_consumption", + "domestic_energy_vat", + "domestic_rates", + "early_years_school_start_deferred", + "early_years_term_share_before_school", + "earned_income", + "earned_income_tax", + "earned_taxable_income", + "ebr_council_tax_rebate", + "ebr_energy_bills_credit", + "ebr_energy_bills_credit_eligible", + "education_budget_change", + "education_consumption", + "education_grants", + "eldest_adult_age", + "eldest_child_age", + "eldest_claimant_or_partner_age", + "electricity_consumption", + "electricity_consumption_kwh", + "employee_pension_contributions", + "employee_pension_contributions_reported", + "employer_cost", + "employer_ni_fixed_employer_cost_change", + "employer_ni_response_capital_incidence", + "employer_ni_response_consumer_incidence", + "employer_pension_contributions", + "employment_benefits", + "employment_deductions", + "employment_expenses", + "employment_income", + "employment_income_before_lsr", + "employment_income_behavioral_response", + "employment_sector", + "employment_status", + "energy_bills_rebate", + "enhanced_disability_premium", + "epg_subsidy", + "equiv_hbai_household_net_income", + "equiv_hbai_household_net_income_ahc", + "equiv_household_net_income", + "esa", + "esa_contrib", + "esa_contrib_reported", + "esa_exempt_work_earnings", + "esa_exempt_work_higher_earnings_limit", + "esa_includes_support_component", + "esa_income", + "esa_income_assessable_capital", + "esa_income_claimant_remunerative_work", + "esa_income_eligible", + "esa_income_remunerative_work_hours", + "esa_income_report_closed", + "esa_income_reported", + "esa_income_tariff_income", + "expected_lbtt", + "expected_ltt", + "expected_sdlt", + "extended_childcare_entitlement", + "extended_childcare_entitlement_eligible", + "extended_childcare_entitlement_limited_capability_or_specified_benefit", + "extended_childcare_entitlement_meets_income_requirements", + "extended_childcare_entitlement_per_child", + "extended_childcare_entitlement_qualifying_child", + "extended_childcare_entitlement_term_share", + "extended_childcare_entitlement_total_per_child", + "extended_childcare_entitlement_work_condition", + "external_child_payments", + "families", + "family_rent", + "family_type", + "financial_spread_betting_net_losses", + "food_and_non_alcoholic_beverages_consumption", + "free_school_fruit_veg", + "free_school_meals", + "free_school_milk", + "free_tv_licence_value", + "fuel_duty", + "full_rate_vat_consumption", + "full_rate_vat_expenditure_rate", + "gambling_duty", + "gaming_duty", + "gas_consumption", + "gas_consumption_kwh", + "gender", + "general_betting_duty", + "gift_aid", + "gift_aid_grossed_up", + "gov_balance", + "gov_spending", + "gov_tax", + "gross_financial_wealth", + "gross_taxable_inputs", + "guarantee_credit", + "hand_rolling_tobacco_grams_per_week", + "has_attained_state_pension_credit_qualifying_age", + "has_lifetime_isa", + "has_mixed_age_couple_pension_credit_saving", + "has_non_dependant_for_council_tax_reduction_severe_disability_premium", + "has_non_dependant_for_severe_disability_premium", + "has_own_esa_award", + "has_student_loan", + "has_tax_credit_award", + "hbai_benefits", + "hbai_excluded_income", + "hbai_excluded_income_change", + "hbai_household_net_income", + "hbai_household_net_income_ahc", + "hbai_household_net_income_before_reset_to_zero", + "hbai_person_type", + "health_consumption", + "healthy_start_vouchers", + "heated_tobacco_grams_per_week", + "high_value_council_tax_surcharge", + "higher_rate_earned_income", + "higher_rate_earned_income_tax", + "higher_rate_savings_income", + "highest_education", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_benefits", + "household_benefits_individual_non_dep_deduction", + "household_bus_fare_age_weight", + "household_count_people", + "household_equivalisation_ahc", + "household_equivalisation_bhc", + "household_furnishings_consumption", + "household_gross_income", + "household_id", + "household_income_decile", + "household_income_decile_ahc", + "household_land_value", + "household_lifetime_isa_balance", + "household_market_income", + "household_net_income", + "household_net_income_ahc", + "household_num_benunits", + "household_owns_tv", + "household_tax", + "household_uc_company_holding_pool_scale", + "household_uc_pool_company_holdings", + "household_uc_reported_financial_capital", + "household_uc_unreported_claimants", + "household_wealth_decile", + "household_weight", + "households", + "housing_benefit", + "housing_benefit_LHA_allowed_bedrooms", + "housing_benefit_LHA_category", + "housing_benefit_LHA_rate", + "housing_benefit_applicable_amount", + "housing_benefit_applicable_income", + "housing_benefit_applicable_income_childcare_element", + "housing_benefit_applicable_income_disregard", + "housing_benefit_assessable_capital", + "housing_benefit_attained_pension_age_before_cutoff", + "housing_benefit_baseline_entitlement", + "housing_benefit_benefit_cap", + "housing_benefit_benefit_cap_reduction", + "housing_benefit_board_and_attendance_determination", + "housing_benefit_child_disability_premiums", + "housing_benefit_eligible", + "housing_benefit_entitlement", + "housing_benefit_family_premium", + "housing_benefit_family_premium_category", + "housing_benefit_has_main_phase_esa", + "housing_benefit_has_non_dependant", + "housing_benefit_individual_non_dep_deduction_eligible", + "housing_benefit_main_phase_esa_allowance_adjustment", + "housing_benefit_maintenance_disregard", + "housing_benefit_meals_deduction", + "housing_benefit_net_earnings", + "housing_benefit_non_dep_deductions", + "housing_benefit_non_dep_gross_income", + "housing_benefit_on_passporting_benefit", + "housing_benefit_pension_age_regulations_apply", + "housing_benefit_pre_benefit_cap", + "housing_benefit_reported", + "housing_benefit_residential_capital_exception", + "housing_benefit_savings_credit_only_income", + "housing_benefit_severe_disability_premium_applies", + "housing_benefit_shares_accommodation", + "housing_benefit_special_earnings_disregard", + "housing_benefit_special_earnings_disregard_eligible", + "housing_benefit_specified_or_temporary_accommodation_disregard", + "housing_benefit_tariff_income", + "housing_benefit_widowed_parents_allowance_income", + "housing_costs", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb", + "iidb_reported", + "in_FE", + "in_HE", + "in_absolute_poverty_fye2011_ahc", + "in_absolute_poverty_fye2011_bhc", + "in_deep_poverty", + "in_deep_poverty_ahc", + "in_deep_poverty_bhc", + "in_original_frs", + "in_poverty", + "in_poverty_ahc", + "in_poverty_bhc", + "in_receipt_of_guarantee_credit", + "in_receipt_of_income_support_jsa_ib_or_esa_ir", + "in_receipt_of_savings_credit_only", + "in_relative_poverty_ahc", + "in_relative_poverty_bhc", + "in_rural_fuel_duty_relief_area", + "in_social_housing", + "in_specified_or_temporary_accommodation", + "in_work", + "incapacity_benefit", + "incapacity_benefit_reported", + "income_decile", + "income_elasticity_lsr", + "income_support", + "income_support_applicable_amount", + "income_support_applicable_income", + "income_support_assessable_capital", + "income_support_eligible", + "income_support_entitlement", + "income_support_remunerative_work_hours", + "income_support_reported", + "income_support_tariff_income", + "income_tax", + "income_tax_before_winter_fuel_payment_charge", + "income_tax_pre_charges", + "income_tax_relief_cap", + "individual_savings_account_dividend_income", + "individual_savings_account_interest_income", + "inflation_adjustment", + "inflation_adjustment_ahc", + "is_CTC_child_element_included", + "is_CTC_child_limit_exception", + "is_CTC_child_limit_exempt", + "is_CTC_child_limit_own_exception", + "is_CTC_eligible", + "is_SP_age", + "is_WA_adult", + "is_WTC_eligible", + "is_about_to_start_paid_work", + "is_adult", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_benunit_eldest_child", + "is_benunit_head", + "is_blind", + "is_cared_for_by_carer_benefit_recipient", + "is_carer_for_benefits", + "is_child", + "is_child_for_child_benefit", + "is_child_for_child_tax_credit", + "is_child_for_pension_credit", + "is_child_for_universal_credit", + "is_child_for_working_tax_credit_childcare_element", + "is_child_or_qualifying_young_person_for_child_benefit", + "is_child_or_qualifying_young_person_for_child_tax_credit", + "is_child_or_qualifying_young_person_for_pension_credit", + "is_child_or_qualifying_young_person_for_universal_credit", + "is_child_or_young_person_for_council_tax_reduction", + "is_child_or_young_person_for_legacy_benefits", + "is_child_receiving_extended_childcare", + "is_child_receiving_targeted_childcare", + "is_child_receiving_tax_free_childcare", + "is_child_receiving_universal_childcare", + "is_claimant_or_partner", + "is_council_tax_reduction_applicant_or_partner", + "is_council_tax_reduction_lone_parent", + "is_counted_resident_for_severe_disability_addition", + "is_couple", + "is_dependent_child_for_student_support", + "is_disabled_for_benefits", + "is_eldest_child", + "is_engaged_in_owned_company_trade", + "is_enhanced_disabled_for_benefits", + "is_entitled_to_carer_benefit", + "is_female", + "is_full_year_category_a_director", + "is_gainfully_employed_for_carers_allowance", + "is_guarantee_credit_eligible", + "is_hbai_adult", + "is_hbai_child_aged_14_or_over", + "is_hbai_child_under_14", + "is_hbai_dependent_child", + "is_hbai_pensioner", + "is_hbai_working_age_adult", + "is_higher_earner", + "is_household_head", + "is_housing_benefit_benefit_cap_exempt", + "is_housing_benefit_benefit_cap_exempt_specified_benefit", + "is_housing_benefit_benefit_cap_exempt_working_tax_credit", + "is_housing_benefit_benefit_cap_single_claimant_rate", + "is_housing_benefit_young_individual", + "is_in_approved_training", + "is_in_first_year_of_apprenticeship", + "is_in_non_advanced_education", + "is_lha_shared_accommodation_rate_specified_renter", + "is_liable_for_household_rent", + "is_lone_parent", + "is_looked_after_by_local_authority", + "is_male", + "is_married", + "is_mixed_age_couple", + "is_newly_self_employed", + "is_non_dependant_of_household_head", + "is_of_compulsory_school_age", + "is_older_child", + "is_on_cliff", + "is_on_income_based_jsa", + "is_on_income_related_esa", + "is_on_income_support", + "is_on_pawhp_relevant_benefit", + "is_on_pension_credit", + "is_on_universal_credit", + "is_on_winter_fuel_payment_relevant_benefit", + "is_parent", + "is_pension_credit_eligible", + "is_qualifying_young_person_for_child_benefit", + "is_qualifying_young_person_for_child_tax_credit", + "is_qualifying_young_person_for_pension_credit", + "is_qualifying_young_person_for_universal_credit", + "is_renting", + "is_resolved_household_head", + "is_responsible_for_child_or_qualifying_young_person_for_child_tax_credit", + "is_responsible_for_child_or_qualifying_young_person_for_universal_credit", + "is_responsible_for_child_or_young_person_for_council_tax_reduction", + "is_responsible_for_child_or_young_person_for_legacy_benefits", + "is_responsible_for_child_or_young_person_for_uc_or_housing_benefit", + "is_savings_credit_eligible", + "is_scp_eligible", + "is_scp_eligible_child", + "is_severely_disabled_for_benefits", + "is_severely_disabled_for_carers_allowance", + "is_shared_accommodation", + "is_single", + "is_single_person", + "is_uc_assessed_claimant", + "is_uc_benefit_cap_exempt", + "is_uc_benefit_cap_exempt_earnings", + "is_uc_benefit_cap_exempt_qualifying_age", + "is_uc_benefit_cap_exempt_specified_benefit", + "is_uc_benefit_cap_single_claimant_rate", + "is_uc_claimant", + "is_uc_eligible", + "is_uc_entitled", + "is_uc_entitled_baseline", + "is_uc_single_or_joint_claimant", + "is_uc_work_allowance_eligible", + "is_young_child", + "isa_cash_interest_flat_rate_charge", + "jsa", + "jsa_contrib", + "jsa_contrib_reported", + "jsa_income", + "jsa_income_assessable_capital", + "jsa_income_eligible", + "jsa_income_reported", + "jsa_income_tariff_income", + "jsa_remunerative_work_hours", + "kingston_upon_thames_council_tax_reduction", + "kingston_upon_thames_council_tax_reduction_individual_non_dep_deduction", + "kingston_upon_thames_council_tax_reduction_non_dep_deductions", + "land_and_buildings_transaction_tax", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "land_transaction_tax", + "land_value", + "lbtt_liable", + "lbtt_on_non_residential_property_rent", + "lbtt_on_non_residential_property_transactions", + "lbtt_on_rent", + "lbtt_on_residential_property_rent", + "lbtt_on_residential_property_transactions", + "lbtt_on_transactions", + "left_pension_route_at_legacy_closure", + "legacy_benefits_closed", + "lha_renter_has_non_dependant", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "lifetime_isa_bonus", + "lifetime_isa_countable_capital", + "lifetime_isa_first_time_buyer", + "lifetime_isa_months_since_first_payment", + "lifetime_isa_payments", + "lifetime_isa_terminally_ill", + "lifetime_isa_withdrawal_charge", + "lifetime_isa_withdrawals", + "lifetime_isa_withdrawals_towards_first_home", + "liquid_fuel_consumption", + "local_authority", + "local_bus_single_fare_share", + "local_bus_trips", + "local_bus_uncapped_single_fare", + "loss_relief", + "lottery_duty", + "lpg_kg", + "ltt_liable", + "ltt_on_non_residential_property_rent", + "ltt_on_non_residential_property_transactions", + "ltt_on_rent", + "ltt_on_residential_property_rent", + "ltt_on_residential_property_transactions", + "ltt_on_transactions", + "lump_sum_income", + "machine_games_duty", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased", + "main_residential_property_purchased_is_first_home", + "main_residential_property_purchased_is_in_uk", + "main_residential_property_purchased_with_mortgage", + "maintenance_expenses", + "maintenance_income", + "maintenance_loan", + "maintenance_loan_candidate_benunit_income", + "maintenance_loan_eligible", + "maintenance_loan_entitled_to_benefits", + "maintenance_loan_has_sponsor", + "maintenance_loan_household_income", + "maintenance_loan_in_england_system", + "maintenance_loan_in_higher_education", + "maintenance_loan_living_arrangement", + "maintenance_loan_sponsor_income", + "marginal_tax_rate", + "marginal_tax_rate_on_capital_gains", + "marginal_tax_rate_wrt_employer_cost", + "marital_status", + "market_income", + "marriage_allowance", + "married_couples_allowance", + "married_couples_allowance_deduction", + "maternity_allowance", + "maternity_allowance_reported", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "meals_included_in_rent", + "meets_child_tax_credit_criteria_for_targeted_childcare_entitlement", + "meets_housing_benefit_additional_earnings_disregard_conditions", + "meets_marriage_allowance_income_conditions", + "meets_pension_credit_age_conditions", + "meets_qualifying_young_person_age_condition_for_child_benefit", + "meets_qualifying_young_person_age_condition_for_child_tax_credit", + "meets_qualifying_young_person_age_condition_for_pension_credit", + "meets_qualifying_young_person_age_condition_for_universal_credit", + "meets_qualifying_young_person_education_or_training_condition_for_child_benefit", + "meets_qualifying_young_person_education_or_training_condition_for_child_tax_credit", + "meets_qualifying_young_person_education_or_training_condition_for_pension_credit", + "meets_qualifying_young_person_education_or_training_condition_for_universal_credit", + "meets_qualifying_young_person_entry_condition_for_child_benefit", + "meets_qualifying_young_person_entry_condition_for_child_tax_credit", + "meets_qualifying_young_person_entry_condition_for_pension_credit", + "meets_qualifying_young_person_entry_condition_for_universal_credit", + "meets_qualifying_young_person_terminal_date_condition_for_universal_credit", + "meets_savings_credit_age_requirement", + "meets_severe_disability_addition_residence_condition", + "meets_tax_credit_criteria_for_targeted_childcare_entitlement", + "meets_uc_higher_disabled_child_condition", + "meets_uc_minimum_age_condition", + "meets_universal_credit_criteria_for_targeted_childcare_entitlement", + "meets_working_tax_credit_criteria_for_targeted_childcare_entitlement", + "merton_council_tax_reduction", + "merton_council_tax_reduction_individual_non_dep_deduction", + "merton_council_tax_reduction_non_dep_deductions", + "minimum_guarantee", + "minimum_wage", + "minimum_wage_category", + "miscellaneous_consumption", + "miscellaneous_income", + "monthly_domestic_energy_consumption", + "monthly_ebr_energy_bills_credit", + "monthly_epg_consumption_level", + "monthly_epg_subsidy", + "monthly_ni_epg_subsidy", + "months_since_last_birthday", + "months_since_state_pension_age", + "mortgage", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "national_insurance", + "national_lottery_ticket_spending", + "natural_gas_kg", + "net_financial_wealth", + "net_income", + "net_income_before_trade_loss_relief", + "net_pay_pension_relief", + "net_wealth", + "new_state_pension", + "newham_council_tax_reduction", + "newham_council_tax_reduction_individual_non_dep_deduction", + "newham_council_tax_reduction_non_dep_deductions", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_budget_change", + "nhs_outpatient_spending", + "nhs_spending", + "ni_class_1_employee", + "ni_class_1_employee_additional", + "ni_class_1_employee_primary", + "ni_class_1_employer", + "ni_class_1_income", + "ni_class_1_secondary_liable", + "ni_class_2", + "ni_class_3", + "ni_class_4", + "ni_class_4_liable", + "ni_class_4_loss_relief", + "ni_class_4_losses_brought_forward", + "ni_class_4_losses_carried_forward", + "ni_class_4_main", + "ni_class_4_maximum", + "ni_class_4_profits", + "ni_class_4_profits_before_losses", + "ni_class_4_trading_loss", + "ni_employee", + "ni_employer", + "ni_epg_full_rate_applies", + "ni_epg_subsidy_calculable", + "ni_liable", + "ni_self_employed", + "non_cash_isa_cash_interest", + "non_primary_residence_wealth_tax", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "non_residential_rent", + "non_savings_income_after_allowances", + "non_savings_taxable_income", + "num_adults", + "num_bedrooms", + "num_carers", + "num_children", + "num_disabled_adults", + "num_disabled_children", + "num_disabled_claimants_or_partners_for_legacy_benefits", + "num_enhanced_disabled_adults", + "num_enhanced_disabled_children", + "num_enhanced_disabled_claimants_or_partners_for_legacy_benefits", + "num_relevant_children_for_housing_benefit_childcare", + "num_severely_disabled_adults", + "num_severely_disabled_children", + "num_vehicles", + "ons_tenure_type", + "original_weight", + "other_deductions", + "other_fermented_abv", + "other_fermented_draught_share", + "other_fermented_duty", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_public_spending_budget_change", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_spread_betting_net_losses", + "other_tax_credits", + "other_tobacco_grams_per_week", + "outpatient_visits", + "over_16", + "overlapping_state_pension", + "owned_company_capital", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_holding_value", + "owned_company_income_share", + "owned_company_intermediary_earnings_chapter", + "owned_company_intermediary_earnings_from_main_employment", + "owned_company_is_main_employment", + "owned_company_trade_assets", + "owned_land", + "owns_vehicle", + "oxford_council_tax_reduction", + "oxford_council_tax_reduction_individual_non_dep_deduction", + "oxford_council_tax_reduction_non_dep_deductions", + "parents_learning_allowance", + "parents_learning_allowance_course_eligible", + "parents_learning_allowance_dependent_children", + "parents_learning_allowance_eligible", + "parents_learning_allowance_household_income", + "partners_care_for_same_severely_disabled_person", + "partners_unused_personal_allowance", + "pawhp", + "pawhp_eligible", + "pays_rent_to_householder", + "pays_scottish_income_tax", + "pension_age_benefits_premiums", + "pension_age_severe_disability_premium", + "pension_age_winter_heating_payment", + "pension_annual_allowance", + "pension_annual_allowance_adjusted_income", + "pension_annual_allowance_chargeable_amount", + "pension_annual_allowance_taxable_lump_sum_death_benefits", + "pension_annual_allowance_threshold_income", + "pension_contributions", + "pension_contributions_for_annual_allowance", + "pension_contributions_relief", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_contributions_via_salary_sacrifice_adjusted", + "pension_contributions_via_salary_sacrifice_from_pay", + "pension_contributions_via_salary_sacrifice_pre_2015", + "pension_credit", + "pension_credit_assessable_capital", + "pension_credit_deemed_income", + "pension_credit_earnings", + "pension_credit_earnings_disregard", + "pension_credit_employment_income_tax", + "pension_credit_entitlement", + "pension_credit_income", + "pension_credit_income_tax_without_earnings", + "pension_credit_income_tax_without_employment_income", + "pension_credit_reported", + "pension_credit_reported_capital", + "pension_credit_self_employment_deductions", + "pension_credit_self_employment_income_tax", + "pension_credit_war_pension_income", + "pension_credit_widowed_parents_allowance_income", + "pension_income", + "people", + "person_benunit_id", + "person_benunit_role", + "person_bus_fare_spending", + "person_household_id", + "person_household_role", + "person_id", + "person_legacy_benefits_closed", + "person_weight", + "personal_allowance", + "personal_pension_contributions", + "personal_pension_contributions_tax", + "personal_rent", + "petrol_litres", + "petrol_price", + "petrol_spending", + "pip", + "pip_dl", + "pip_dl_category", + "pip_dl_points", + "pip_m", + "pip_m_category", + "pip_m_points", + "plan_1_interest_rate", + "plan_2_interest_rate", + "plan_4_interest_rate", + "plan_5_interest_rate", + "pool_betting_duty", + "pool_betting_net_receipts", + "post_tax_income", + "postgraduate_interest_rate", + "poverty_gap", + "poverty_gap_ahc", + "poverty_gap_bhc", + "poverty_line", + "poverty_line_ahc", + "poverty_line_bhc", + "poverty_threshold_ahc", + "poverty_threshold_bhc", + "poverty_threshold_fye2011_ahc", + "poverty_threshold_fye2011_bhc", + "pre_budget_change_household_benefits", + "pre_budget_change_household_net_income", + "pre_budget_change_household_tax", + "pre_budget_change_ons_household_income_decile", + "private_pension_income", + "private_pension_wealth", + "private_school_vat", + "private_school_vat_change", + "private_transfer_income", + "property_allowable_expenses", + "property_allowance_deduction", + "property_allowance_deduction_if_used", + "property_finance_cost_relief", + "property_finance_costs", + "property_finance_costs_brought_forward", + "property_finance_costs_carried_forward", + "property_finance_costs_relievable", + "property_finance_costs_relieved", + "property_income", + "property_income_after_finance_costs", + "property_income_tax", + "property_purchased", + "property_receipts_within_allowance", + "property_rental_income", + "property_wealth", + "qualifies_for_apprentice_minimum_wage", + "rail_subsidy_spending", + "rail_usage", + "raw_person_weight", + "real_hbai_household_net_income", + "real_hbai_household_net_income_ahc", + "real_household_net_income", + "real_household_net_income_ahc", + "received_allowances", + "received_allowances_dividend_income", + "received_allowances_earned_income", + "received_allowances_savings_income", + "receives_benefits_in_own_right", + "receives_carer_benefit", + "receives_carer_support_payment", + "receives_carers_allowance", + "receives_enhanced_pip_dl", + "receives_highest_dla_sc", + "receives_limited_capability_for_work_credits", + "receives_severe_disability_addition_qualifying_benefit", + "receives_severe_disability_premium_qualifying_benefit", + "receives_uc_carer_element", + "receives_uc_with_limited_capability_for_work", + "recreation_consumption", + "reduced_rate_vat_consumption", + "region", + "relation_type", + "relative_capital_gains_mtr_change", + "relative_capital_gains_retention_rate_change", + "relative_income_change", + "relative_wage_change", + "remote_gaming_duty", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "residential_property_value", + "restaurants_and_hotels_consumption", + "role", + "salary_sacrifice_broad_base_haircut", + "salary_sacrifice_pension_ni_employee", + "salary_sacrifice_pension_ni_employer", + "salary_sacrifice_pension_ni_excess", + "salary_sacrifice_returned_to_income", + "savings", + "savings_allowance", + "savings_credit", + "savings_credit_income", + "savings_income_tax", + "savings_interest_income", + "savings_starter_rate_income", + "scottish_carer_supplement", + "scottish_child_payment", + "scottish_funded_early_learning_childcare_eligible", + "scottish_funded_early_learning_childcare_start_date_reached", + "sda", + "sda_reported", + "sdlt_liable", + "sdlt_on_non_residential_property_rent", + "sdlt_on_non_residential_property_transactions", + "sdlt_on_rent", + "sdlt_on_residential_property_rent", + "sdlt_on_residential_property_transactions", + "sdlt_on_transactions", + "self_employment_gross_receipts", + "self_employment_income", + "severe_disability_minimum_guarantee_addition", + "severe_disability_premium", + "severe_disability_premium_before_non_dependant_test", + "severe_disability_premium_joint_occupier_exclusion_applies", + "share_like_capital", + "share_of_household_rent", + "shareholding", + "sic_industry_division", + "simulated_council_tax", + "simulated_council_tax_less_discounts", + "simulated_council_tax_reduction_benunit", + "social_security_income", + "solid_fuel_consumption", + "sparkling_cider_abv", + "sparkling_cider_draught_share", + "sparkling_cider_duty", + "sparkling_cider_litres", + "spi_imputed", + "spirits_abv", + "spirits_draught_share", + "spirits_duty", + "spirits_litres", + "spousal_maintenance_income", + "squared_poverty_gap_ahc", + "squared_poverty_gap_bhc", + "ssmg", + "ssmg_reported", + "stamp_duty_land_tax", + "standard_minimum_guarantee", + "stands_as_sole_owner_or_partner_of_company", + "state_pension", + "state_pension_age", + "state_pension_age_date", + "state_pension_credit_qualifying_age", + "state_pension_reported", + "state_pension_type", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_interest_rate", + "student_loan_plan", + "student_loan_repayment", + "student_loan_repayment_rate", + "student_loan_repayments", + "student_loans", + "student_payments", + "sublet_income", + "substitution_elasticity_lsr", + "targeted_childcare_entitlement", + "targeted_childcare_entitlement_eligible", + "tax", + "tax_band", + "tax_credit_award", + "tax_credits", + "tax_credits_applicable_income", + "tax_credits_current_year_income", + "tax_credits_reduction", + "tax_free_childcare", + "tax_free_childcare_caring_or_incapacity_benefit", + "tax_free_childcare_child_age_eligible", + "tax_free_childcare_eligible", + "tax_free_childcare_eligible_declaration_periods", + "tax_free_childcare_expected_declaration_period_income", + "tax_free_childcare_meets_income_requirements", + "tax_free_childcare_meets_uk_connection", + "tax_free_childcare_on_adoption_leave", + "tax_free_childcare_on_carers_leave", + "tax_free_childcare_on_qualifying_leave", + "tax_free_childcare_on_shared_parental_leave", + "tax_free_childcare_program_eligible", + "tax_free_childcare_qualifying_child", + "tax_free_childcare_regarded_as_in_paid_work", + "tax_free_childcare_self_employment_start_up_period", + "tax_free_childcare_spend_routed_share", + "tax_free_childcare_treated_as_in_work", + "tax_free_childcare_uses_qualifying_provider", + "tax_free_childcare_work_condition", + "tax_free_savings_income", + "tax_modelling", + "tax_reported", + "taxable_dividend_income", + "taxable_employment_income", + "taxable_miscellaneous_income", + "taxable_pension_income", + "taxable_property_income", + "taxable_property_income_after_allowances", + "taxable_savings_interest_income", + "taxable_self_employment_income", + "taxable_social_security_income", + "taxed_dividend_income", + "taxed_income", + "taxed_savings_income", + "tenure_type", + "tobacco_duty", + "total_income", + "total_income_charged_to_tax", + "total_national_insurance", + "total_pension_income", + "total_wealth", + "trade_loss_relief_against_general_income", + "trade_loss_relief_against_savings_and_dividends", + "trading_allowance_deduction", + "trading_loss", + "transport_consumption", + "travel_grant", + "travel_grant_abroad_placement", + "travel_grant_clinical_placement", + "travel_grant_eligible", + "travel_grant_eligible_expenses", + "travel_grant_household_income", + "travel_grant_income_assessed_support", + "travel_grant_receives_means_tested_nhs_bursary", + "tv_licence", + "tv_licence_discount", + "tv_licence_free_licence_share", + "tv_licence_required", + "two_child_limit_payment", + "uc_LCWRA_element", + "uc_LHA_cap", + "uc_advance_repayment_amount", + "uc_assessable_capital", + "uc_benefit_cap", + "uc_benefit_cap_earnings_exception_threshold", + "uc_benefit_cap_reduction", + "uc_benefit_cap_reduction_after_floor", + "uc_carer_element", + "uc_carer_element_included_for_claimant", + "uc_child_element", + "uc_child_index", + "uc_child_limit_disregarded", + "uc_child_limit_exception", + "uc_child_limit_position", + "uc_childcare_element", + "uc_childcare_element_claimed", + "uc_childcare_element_eligible_children", + "uc_childcare_treated_as_in_paid_work", + "uc_childcare_work_condition", + "uc_claimant_company_holding_disregard", + "uc_company_capital", + "uc_company_gainful_self_employment", + "uc_company_holding_disregard", + "uc_company_intermediary_exclusion_applies", + "uc_company_owner_treatment_applies", + "uc_company_self_employed_earnings", + "uc_deduction_combination", + "uc_deduction_random_draw", + "uc_deduction_rate", + "uc_deduction_type_random_draw", + "uc_deductions", + "uc_disability_elements", + "uc_earned_income", + "uc_earned_income_before_work_allowance", + "uc_expected_hours", + "uc_has_deduction", + "uc_has_offer_of_paid_work_starting_by_end_of_next_assessment_period", + "uc_housing_costs_element", + "uc_income_reduction", + "uc_income_tax_on_earnings", + "uc_income_tax_on_trade", + "uc_individual_child_element", + "uc_individual_disabled_child_element", + "uc_individual_earned_income", + "uc_individual_earned_income_before_mif", + "uc_individual_non_dep_deduction", + "uc_individual_non_dep_deduction_eligible", + "uc_individual_severely_disabled_child_element", + "uc_is_adopter_in_first_year", + "uc_is_child_born_before_child_limit", + "uc_is_child_limit_affected", + "uc_is_foster_parent_or_new_friend_or_family_carer", + "uc_is_in_gainful_self_employment", + "uc_is_in_pregnancy_or_post_confinement_period", + "uc_is_in_startup_period", + "uc_is_ineligible_partner", + "uc_is_responsible_carer", + "uc_is_responsible_foster_parent_of_child_under_one", + "uc_is_student_with_no_work_related_requirements", + "uc_is_temporarily_absent_from_claimant_household", + "uc_latent_deduction_rate", + "uc_limited_capability_for_WRA", + "uc_limited_capability_for_work", + "uc_maximum_amount", + "uc_maximum_childcare_element_amount", + "uc_maximum_reduction", + "uc_member_of_couple_claims_as_single_person", + "uc_mif_applies", + "uc_migrated", + "uc_minimum_income_floor", + "uc_minimum_income_floor_gross", + "uc_minimum_income_floor_income_tax", + "uc_minimum_income_floor_national_insurance", + "uc_national_insurance_on_earnings", + "uc_national_insurance_on_trade", + "uc_non_dep_deduction_exempt", + "uc_non_dep_deductions", + "uc_non_dep_receives_pension_credit", + "uc_non_dependants_counted", + "uc_non_residential_property_capital", + "uc_other_residential_property_capital", + "uc_property_capital", + "uc_receives_new_claimant_health_element", + "uc_reported_capital", + "uc_standard_allowance", + "uc_standard_allowance_claimant_type", + "uc_tariff_income", + "uc_trading_losses_set_against_profits", + "uc_unable_to_provide_childcare", + "uc_unearned_carer_support_payment", + "uc_unearned_income", + "uc_work_allowance", + "uc_work_related_group_apart_from_earnings", + "uc_youngest_child_age", + "uncapped_BRMA_LHA_rate", + "unit_and_investment_trusts", + "universal_childcare_entitlement", + "universal_childcare_entitlement_eligible", + "universal_credit", + "universal_credit_pre_benefit_cap", + "universal_credit_reported", + "unused_pension_annual_allowance", + "unused_personal_allowance", + "uses_energy_prepayment_meter", + "uses_property_allowance", + "vat", + "vat_change", + "vehicle_excise_duty", + "wales_childcare_offer", + "wales_childcare_offer_eligible", + "wales_childcare_offer_parent_condition", + "wales_childcare_offer_per_child", + "wales_childcare_offer_qualifying_child", + "war_widows_pension", + "war_widows_pension_reported", + "warm_home_discount", + "warm_home_discount_random_draw", + "water_and_sewerage_charges", + "wealth_tax", + "weekly_childcare_expenses", + "weekly_hours", + "westminster_council_tax_reduction", + "westminster_council_tax_reduction_individual_non_dep_deduction", + "westminster_council_tax_reduction_non_dep_deductions", + "widowed_parents_allowance", + "widowed_parents_allowance_reported", + "wine_abv", + "wine_draught_share", + "wine_duty", + "wine_litres", + "winter_fuel_allowance", + "winter_fuel_allowance_reported", + "winter_fuel_payment", + "winter_fuel_payment_charge", + "winter_fuel_payment_charge_ceiling", + "winter_fuel_payment_eligible", + "working_age_benefits_premiums", + "working_tax_credit", + "working_tax_credit_pre_minimum", + "working_tax_credit_reported", + "working_tax_credit_run_on", + "would_claim_CTC", + "would_claim_IS", + "would_claim_WTC", + "would_claim_adult_dependants_grant", + "would_claim_bursary_fund_16_to_19", + "would_claim_care_to_learn", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_childcare_grant", + "would_claim_council_tax_reduction", + "would_claim_disabled_students_allowance", + "would_claim_extended_childcare", + "would_claim_housing_benefit", + "would_claim_marriage_allowance", + "would_claim_parents_learning_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_travel_grant", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_claim_wales_childcare_offer", + "would_evade_tv_licence_fee", + "would_receive_warm_home_discount", + "wtc_entitlement", + "youngest_adult_age", + "youngest_child_age", + "youngest_child_age_for_legacy_benefits", + "youngest_claimant_or_partner_age" + ], + "model_version": "2.162.14", + "never_modelled_columns": [ + "age_left_full_time_education", + "atomic_area_basis", + "atomic_area_code", + "atomic_area_system", + "benunit_build_id", + "benunit_source_id", + "benunit_support_channel", + "benunit_support_clone_index", + "capital_gains_asset_type", + "cgt_residential_clone_index", + "cgt_residential_probability", + "cgt_support_copies", + "cgt_support_copy_index", + "clone_index", + "constituency_code_oa", + "contributory_benefits_annual_share", + "council_tax_rebate", + "council_tax_reported", + "council_tax_single_adult_raw", + "dependent_children", + "employment_income_annual_share", + "employment_income_other_spells", + "esa_health_condition_proxy", + "esa_support_group_proxy", + "free_school_breakfasts", + "frs_benunit_capital", + "geography_household_key", + "has_fuel_consumption", + "high_value_support_copies", + "high_value_support_copy_index", + "hmrc_spi_assessable_income", + "hmrc_spi_employed_income", + "hmrc_spi_employment_benefits", + "hmrc_spi_employment_expenses", + "hmrc_spi_incapacity_benefit_income", + "hmrc_spi_miscellaneous_employment_income", + "hmrc_spi_other_income", + "hmrc_spi_other_social_security_income", + "hmrc_spi_pay", + "hmrc_spi_state_pension_income", + "hmrc_spi_taxable_termination_pay", + "hmrc_spi_total_earned_income", + "hmrc_spi_total_investment_income", + "hmrc_spi_unemployment_benefit_income", + "household_build_id", + "household_is_capital_gains_clone", + "household_is_cgt_residential_clone", + "household_is_cgt_support_copy", + "household_is_high_value_support_copy", + "household_is_spi_income_band_donor", + "household_is_spi_synthetic", + "household_local_bus_trips", + "household_source_id", + "household_support_channel", + "household_support_clone_index", + "itl1_code", + "itl2_code", + "itl3_code", + "la_code_oa", + "legacy_jobseeker_proxy", + "local_bus_use_band", + "lsoa_code", + "msoa_code", + "oa_code", + "ons_family_index", + "ons_family_role", + "ons_household_type", + "ossben_identifiable_subset", + "person_build_id", + "person_is_spi_income_band_carrier", + "person_is_spi_income_recipient", + "person_source_id", + "person_support_channel", + "person_support_clone_index", + "private_pension_income_annual_share", + "region_code_oa", + "relationship_to_head", + "reports_outstanding_student_loan", + "salary_sacrifice_asked", + "salary_sacrifice_reported", + "self_employment_income_annual_share", + "self_employment_income_other_spells", + "source_household_id", + "source_household_key", + "source_year", + "spi_income_band_donor_lower_bound", + "srp_regular_code5", + "subrent", + "ward_code" + ], + "regional_manifest_sha256": "20e8ade9e5225147fffff52bd09f3bea506dbced886dae6c099f14ce3b72e996", + "regional_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-dense-20261027T154955Z-6528c865/releases/microcosm-uk-2024-25-dense/release_manifest.json", + "schema_version": 2 + }, + "limitations": [ + "The audit's baseline is the policyengine-uk 2.162.12 release on PyPI, which lacks #2695; the cut was built from #2695's head (b71ce793), whose package code 2.162.14 releases unchanged. #2695 adds no input and changes no result." + ], + "never_modelled_columns": [ + "age_left_full_time_education", + "atomic_area_basis", + "atomic_area_code", + "atomic_area_system", + "benunit_build_id", + "benunit_source_id", + "benunit_support_channel", + "benunit_support_clone_index", + "capital_gains_asset_type", + "cgt_residential_clone_index", + "cgt_residential_probability", + "cgt_support_copies", + "cgt_support_copy_index", + "clone_index", + "constituency_code_oa", + "contributory_benefits_annual_share", + "council_tax_rebate", + "council_tax_reported", + "council_tax_single_adult_raw", + "dependent_children", + "employment_income_annual_share", + "employment_income_other_spells", + "esa_health_condition_proxy", + "esa_support_group_proxy", + "free_school_breakfasts", + "frs_benunit_capital", + "geography_household_key", + "has_fuel_consumption", + "high_value_support_copies", + "high_value_support_copy_index", + "hmrc_spi_assessable_income", + "hmrc_spi_employed_income", + "hmrc_spi_employment_benefits", + "hmrc_spi_employment_expenses", + "hmrc_spi_incapacity_benefit_income", + "hmrc_spi_miscellaneous_employment_income", + "hmrc_spi_other_income", + "hmrc_spi_other_social_security_income", + "hmrc_spi_pay", + "hmrc_spi_state_pension_income", + "hmrc_spi_taxable_termination_pay", + "hmrc_spi_total_earned_income", + "hmrc_spi_total_investment_income", + "hmrc_spi_unemployment_benefit_income", + "household_build_id", + "household_is_capital_gains_clone", + "household_is_cgt_residential_clone", + "household_is_cgt_support_copy", + "household_is_high_value_support_copy", + "household_is_spi_income_band_donor", + "household_is_spi_synthetic", + "household_local_bus_trips", + "household_source_id", + "household_support_channel", + "household_support_clone_index", + "itl1_code", + "itl2_code", + "itl3_code", + "la_code_oa", + "legacy_jobseeker_proxy", + "local_bus_use_band", + "lsoa_code", + "msoa_code", + "oa_code", + "ons_family_index", + "ons_family_role", + "ons_household_type", + "ossben_identifiable_subset", + "person_build_id", + "person_is_spi_income_band_carrier", + "person_is_spi_income_recipient", + "person_source_id", + "person_support_channel", + "person_support_clone_index", + "private_pension_income_annual_share", + "region_code_oa", + "relationship_to_head", + "reports_outstanding_student_loan", + "salary_sacrifice_asked", + "salary_sacrifice_reported", + "self_employment_income_annual_share", + "self_employment_income_other_spells", + "source_household_id", + "source_household_key", + "source_year", + "spi_income_band_donor_lower_bound", + "srp_regular_code5", + "subrent", + "ward_code" + ], + "regional_manifest_sha256": "20e8ade9e5225147fffff52bd09f3bea506dbced886dae6c099f14ce3b72e996", + "regional_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-dense-20261027T154955Z-6528c865/releases/microcosm-uk-2024-25-dense/release_manifest.json", + "stored_columns": "auditor_attested" + }, "regional_release_kind": "local_area", - "regional_release_manifest_uri": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-dense-20261026T105309Z-c9df4b86/releases/microcosm-uk-2024-25-dense/release_manifest.json", - "regional_source_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-dense-20261026T105309Z-c9df4b86/releases/microcosm-uk-2024-25-dense/release_manifest.json", - "release_manifest_uri": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-national-20261025T091414Z-a6299504/releases/microcosm-uk-2024-25-national/release_manifest.json", + "regional_release_manifest_uri": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-dense-20261027T154955Z-6528c865/releases/microcosm-uk-2024-25-dense/release_manifest.json", + "regional_source_manifest_sha256": "20e8ade9e5225147fffff52bd09f3bea506dbced886dae6c099f14ce3b72e996", + "regional_source_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-dense-20261027T154955Z-6528c865/releases/microcosm-uk-2024-25-dense/release_manifest.json", + "release_manifest_uri": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6/releases/microcosm-uk-2024-25-national/release_manifest.json", "schema_version": 1, - "source_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-national-20261025T091414Z-a6299504/releases/microcosm-uk-2024-25-national/release_manifest.json", - "version": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504" + "source_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6/releases/microcosm-uk-2024-25-national/release_manifest.json", + "version": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6" }, "us": { "build_id": "populace-us-2024-spm-20260915", @@ -363,10 +4678,10 @@ "policyengine-uk": { "country": "uk", "import_name": "policyengine_uk", - "install_requirement": "policyengine-uk==2.151.0", + "install_requirement": "policyengine-uk==2.162.14", "name": "policyengine-uk", "role": "country_model", - "version": "2.151.0" + "version": "2.162.14" }, "policyengine-us": { "country": "us", diff --git a/src/policyengine/data/bundle/uk.trace.tro.jsonld b/src/policyengine/data/bundle/uk.trace.tro.jsonld index 9939d364..88bae70e 100644 --- a/src/policyengine/data/bundle/uk.trace.tro.jsonld +++ b/src/policyengine/data/bundle/uk.trace.tro.jsonld @@ -17,7 +17,7 @@ "schema:name": "PolicyEngine", "schema:url": "https://policyengine.org" }, - "schema:dateCreated": "2026-10-25T10:57:31.393341+00:00", + "schema:dateCreated": "2026-10-28T08:17:54.932265+00:00", "schema:description": "TRACE TRO for certified runtime bundle uk-6.11.1 covering the bundle manifest, the certified dataset artifact, the country model wheel, and the country data release manifest when it is available.", "schema:name": "policyengine uk certified bundle TRO", "trov:createdWith": { @@ -45,7 +45,7 @@ "trov:hasArtifact": { "@id": "composition/1/artifact/data_release_manifest" }, - "trov:hasLocation": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-national-20261025T091414Z-a6299504/releases/microcosm-uk-2024-25-national/release_manifest.json" + "trov:hasLocation": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6/releases/microcosm-uk-2024-25-national/release_manifest.json" }, { "@id": "arrangement/1/location/dataset", @@ -53,7 +53,7 @@ "trov:hasArtifact": { "@id": "composition/1/artifact/dataset" }, - "trov:hasLocation": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-national-20261025T091414Z-a6299504/microcosm_uk_2024_25.h5" + "trov:hasLocation": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6/microcosm_uk_2024_25.h5" }, { "@id": "arrangement/1/location/model_wheel", @@ -61,7 +61,7 @@ "trov:hasArtifact": { "@id": "composition/1/artifact/model_wheel" }, - "trov:hasLocation": "https://files.pythonhosted.org/packages/42/15/610c6825ed934d4338a42707b8c021e5627738e68224b6672df94770295c/policyengine_uk-2.151.0-py3-none-any.whl" + "trov:hasLocation": "https://files.pythonhosted.org/packages/32/b3/1b080bd095e486144e848b3bdc2d145cdd0390bab4027eda5c6caab68715/policyengine_uk-2.162.14-py3-none-any.whl" } ] } @@ -75,51 +75,4368 @@ "@type": "trov:ResearchArtifact", "schema:name": "policyengine.py bundle manifest for uk", "trov:mimeType": "application/json", - "trov:sha256": "ab60903b390e7a765ea6558ec5e2d8fa5aede06b6f735fbf4e4c96109ffd1617" + "trov:sha256": "fd7cc473082cc001f0decbfa28c11d20ee2701dd37149e721d68b8e6c0258b13" }, { "@id": "composition/1/artifact/data_release_manifest", "@type": "trov:ResearchArtifact", "schema:name": "microcosm-data release manifest 0.1.0", "trov:mimeType": "application/json", - "trov:sha256": "1ebdbcc37535858c995e2d7434074f4ab89521e7b64f9b539a0684906f800e49" + "trov:sha256": "069a065db360c347795885892a05d922f33b2f875c25a5916067dbfebd4d04b5" }, { "@id": "composition/1/artifact/dataset", "@type": "trov:ResearchArtifact", "schema:name": "microcosm_uk_2024_25", "trov:mimeType": "application/x-hdf5", - "trov:sha256": "b96a8cd625b645a409c063b1de5158532708a2f0d3c3897a794a8fb0bbd5064e" + "trov:sha256": "a5ae72aeea3172eef2726625b88fb8f49f42d410d7c2d29f257a8b102f707551" }, { "@id": "composition/1/artifact/model_wheel", "@type": "trov:ResearchArtifact", - "schema:name": "policyengine-uk==2.151.0 wheel", + "schema:name": "policyengine-uk==2.162.14 wheel", "trov:mimeType": "application/zip", - "trov:sha256": "5722f55aca3eb88e1a228e95e1a57e3bd70a4d530a5a000991565ebd8955ce35" + "trov:sha256": "9538009f3cd83fe12c2a2ece6bd3348b477e99f9e61abf28e21bd20fc9b300d1" } ], "trov:hasFingerprint": { "@id": "composition/1/fingerprint", "@type": "trov:CompositionFingerprint", - "trov:sha256": "ec8e6c4194b5e1ec0acd64c8718d0eecb6b41648b53f0b453c425b516e5a4489" + "trov:sha256": "df1f3442acd1d2abd841a3eac52ac58ec7c8a23f78251f1666457c82f23583fb" } }, "trov:hasPerformance": { "@id": "trp/1", "@type": "trov:TransparentResearchPerformance", - "pe:builtWithModelVersion": "2.151.0", + "pe:builtWithModelVersion": "2.162.14", "pe:certifiedBy": "policyengine.py bundle certification", - "pe:certifiedForModelVersion": "2.151.0", + "pe:certifiedForModelVersion": "2.162.14", "pe:compatibilityBasis": "built_with_model_package", "pe:coreBinding": "bundle_pin", - "pe:dataBuildId": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", + "pe:dataBuildId": "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6", "pe:emittedIn": "repository-bundle", - "rdfs:comment": "Certification of build microcosm-uk-2024-25-national-20261025T091414Z-a6299504 for policyengine-uk 2.151.0.", + "pe:regionalCertification": { + "@type": "@json", + "@value": { + "accepted_reason": "Built from the head of PolicyEngine/policyengine-uk#2695 (b71ce793), labelled 2.162.12; policyengine-uk 2.162.14 releases that package code unchanged, so the local-area cut computes what 2.162.14 computes.", + "area_receipts": "uncertified", + "built_with_model_version": "2.162.12", + "certified_for_model_version": "2.162.14", + "compatibility_basis": "accepted_model_mismatch", + "defaulted_inputs": [], + "dropped_columns": [], + "evidence": { + "artifacts": { + "microcosm_uk_2024_25_dense": { + "columns": [ + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "additional_residential_property_purchased", + "admitted_patient_visits", + "adult_ema", + "afcs_reported", + "age", + "age_left_full_time_education", + "age_started_or_accepted_current_education_or_training", + "alcohol_and_tobacco_consumption", + "atomic_area_basis", + "atomic_area_code", + "atomic_area_system", + "attends_private_school", + "attends_private_school_random_draw", + "beer_draught_share", + "beer_litres", + "benunit_build_id", + "benunit_id", + "benunit_source_id", + "benunit_support_channel", + "benunit_support_clone_index", + "betting_exchange_commission", + "bingo_net_receipts", + "brma", + "bsp_reported", + "bus_fare_spending", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "capital_gains", + "capital_gains_asset_type", + "capital_gains_badr", + "capital_gains_residential_property", + "care_hours", + "carers_allowance_reported", + "cash_isa", + "cgt_residential_clone_index", + "cgt_residential_probability", + "cgt_support_copies", + "cgt_support_copy_index", + "charitable_investment_gifts", + "child_benefit_opts_out", + "child_benefit_reported", + "child_ema", + "child_tax_credit_reported", + "childcare_expenses", + "cider_draught_share", + "cider_litres", + "cigarettes_per_week", + "cigars_grams_per_week", + "clone_index", + "clothing_and_footwear_consumption", + "communication_consumption", + "constituency_code_oa", + "consumer_debt", + "contributory_benefits_annual_share", + "corporate_wealth", + "council_tax", + "council_tax_band", + "council_tax_benefit_reported", + "council_tax_rebate", + "council_tax_reported", + "council_tax_single_adult_raw", + "current_education", + "dependent_children", + "dfe_education_spending", + "diesel_spending", + "directly_held_shares", + "disabled_students_allowance_eligible_expenses", + "dividend_income", + "dla_m_category", + "dla_sc_category", + "domestic_energy_consumption", + "domestic_rates", + "education_consumption", + "education_grants", + "electricity_consumption", + "employee_pension_contributions", + "employer_pension_contributions", + "employment_income", + "employment_income_annual_share", + "employment_income_other_spells", + "employment_sector", + "employment_status", + "esa_contrib_reported", + "esa_health_condition_proxy", + "esa_includes_support_component", + "esa_income_reported", + "esa_support_group_proxy", + "external_child_payments", + "food_and_non_alcoholic_beverages_consumption", + "free_school_breakfasts", + "free_school_fruit_veg", + "free_school_meals", + "frs_benunit_capital", + "full_rate_vat_expenditure_rate", + "gas_consumption", + "gender", + "geography_household_key", + "gift_aid", + "gross_financial_wealth", + "hand_rolling_tobacco_grams_per_week", + "has_fuel_consumption", + "has_lifetime_isa", + "has_mixed_age_couple_pension_credit_saving", + "health_consumption", + "healthy_start_vouchers", + "high_value_support_copies", + "high_value_support_copy_index", + "highest_education", + "hmrc_spi_assessable_income", + "hmrc_spi_employed_income", + "hmrc_spi_employment_benefits", + "hmrc_spi_employment_expenses", + "hmrc_spi_incapacity_benefit_income", + "hmrc_spi_miscellaneous_employment_income", + "hmrc_spi_other_income", + "hmrc_spi_other_social_security_income", + "hmrc_spi_pay", + "hmrc_spi_state_pension_income", + "hmrc_spi_taxable_termination_pay", + "hmrc_spi_total_earned_income", + "hmrc_spi_total_investment_income", + "hmrc_spi_unemployment_benefit_income", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_build_id", + "household_furnishings_consumption", + "household_id", + "household_is_capital_gains_clone", + "household_is_cgt_residential_clone", + "household_is_cgt_support_copy", + "household_is_high_value_support_copy", + "household_is_spi_income_band_donor", + "household_is_spi_synthetic", + "household_lifetime_isa_balance", + "household_local_bus_trips", + "household_owns_tv", + "household_source_id", + "household_support_channel", + "household_support_clone_index", + "household_weight", + "housing_benefit_reported", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb_reported", + "income_support_reported", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_benunit_head", + "is_blind", + "is_claimant_or_partner", + "is_disabled_for_benefits", + "is_engaged_in_owned_company_trade", + "is_enhanced_disabled_for_benefits", + "is_hbai_dependent_child", + "is_household_head", + "is_in_approved_training", + "is_in_non_advanced_education", + "is_looked_after_by_local_authority", + "is_married", + "is_parent", + "is_severely_disabled_for_benefits", + "is_uc_claimant", + "itl1_code", + "itl2_code", + "itl3_code", + "jsa_contrib_reported", + "jsa_income_reported", + "la_code_oa", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "legacy_jobseeker_proxy", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "liquid_fuel_consumption", + "local_authority", + "local_bus_single_fare_share", + "local_bus_trips", + "local_bus_use_band", + "loss_relief", + "lsoa_code", + "lump_sum_income", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased_is_first_home", + "maintenance_expenses", + "maintenance_income", + "marital_status", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "miscellaneous_consumption", + "miscellaneous_income", + "months_since_last_birthday", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "msoa_code", + "national_lottery_ticket_spending", + "net_financial_wealth", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_outpatient_spending", + "ni_class_4_losses_brought_forward", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "num_bedrooms", + "num_vehicles", + "oa_code", + "ons_family_index", + "ons_family_role", + "ons_household_type", + "ossben_identifiable_subset", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_tobacco_grams_per_week", + "outpatient_visits", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_income_share", + "owned_company_is_main_employment", + "owned_land", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_credit_reported", + "pension_credit_reported_capital", + "person_benunit_id", + "person_build_id", + "person_household_id", + "person_id", + "person_is_spi_income_band_carrier", + "person_is_spi_income_recipient", + "person_source_id", + "person_support_channel", + "person_support_clone_index", + "personal_pension_contributions", + "petrol_spending", + "pip_dl_category", + "pip_m_category", + "pool_betting_net_receipts", + "private_pension_income", + "private_pension_income_annual_share", + "private_pension_wealth", + "private_transfer_income", + "property_finance_costs", + "property_income", + "property_purchased", + "property_rental_income", + "rail_subsidy_spending", + "rail_usage", + "receives_benefits_in_own_right", + "recreation_consumption", + "region", + "region_code_oa", + "relationship_to_head", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "reports_outstanding_student_loan", + "restaurants_and_hotels_consumption", + "salary_sacrifice_asked", + "salary_sacrifice_reported", + "savings", + "savings_interest_income", + "sda_reported", + "self_employment_income", + "self_employment_income_annual_share", + "self_employment_income_other_spells", + "sic_industry_division", + "solid_fuel_consumption", + "source_household_id", + "source_household_key", + "source_year", + "spi_income_band_donor_lower_bound", + "spirits_litres", + "spousal_maintenance_income", + "srp_regular_code5", + "ssmg_reported", + "stands_as_sole_owner_or_partner_of_company", + "state_pension_reported", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_plan", + "student_loan_repayments", + "student_loans", + "subrent", + "tax_free_childcare_spend_routed_share", + "tax_free_savings_income", + "tenure_type", + "trading_loss", + "transport_consumption", + "uc_deduction_combination", + "uc_deduction_random_draw", + "uc_deduction_type_random_draw", + "uc_is_in_gainful_self_employment", + "uc_is_in_startup_period", + "uc_latent_deduction_rate", + "uc_reported_capital", + "unit_and_investment_trusts", + "universal_credit_reported", + "uses_energy_prepayment_meter", + "war_widows_pension_reported", + "ward_code", + "water_and_sewerage_charges", + "widowed_parents_allowance_reported", + "wine_litres", + "winter_fuel_allowance_reported", + "working_tax_credit_reported", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_extended_childcare", + "would_claim_marriage_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_evade_tv_licence_fee" + ], + "columns_by_period": { + "2024": [ + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "additional_residential_property_purchased", + "admitted_patient_visits", + "adult_ema", + "afcs_reported", + "age", + "age_left_full_time_education", + "age_started_or_accepted_current_education_or_training", + "alcohol_and_tobacco_consumption", + "atomic_area_basis", + "atomic_area_code", + "atomic_area_system", + "attends_private_school", + "attends_private_school_random_draw", + "beer_draught_share", + "beer_litres", + "benunit_build_id", + "benunit_id", + "benunit_source_id", + "benunit_support_channel", + "benunit_support_clone_index", + "betting_exchange_commission", + "bingo_net_receipts", + "brma", + "bsp_reported", + "bus_fare_spending", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "capital_gains", + "capital_gains_asset_type", + "capital_gains_badr", + "capital_gains_residential_property", + "care_hours", + "carers_allowance_reported", + "cash_isa", + "cgt_residential_clone_index", + "cgt_residential_probability", + "cgt_support_copies", + "cgt_support_copy_index", + "charitable_investment_gifts", + "child_benefit_opts_out", + "child_benefit_reported", + "child_ema", + "child_tax_credit_reported", + "childcare_expenses", + "cider_draught_share", + "cider_litres", + "cigarettes_per_week", + "cigars_grams_per_week", + "clone_index", + "clothing_and_footwear_consumption", + "communication_consumption", + "constituency_code_oa", + "consumer_debt", + "contributory_benefits_annual_share", + "corporate_wealth", + "council_tax", + "council_tax_band", + "council_tax_benefit_reported", + "council_tax_rebate", + "council_tax_reported", + "council_tax_single_adult_raw", + "current_education", + "dependent_children", + "dfe_education_spending", + "diesel_spending", + "directly_held_shares", + "disabled_students_allowance_eligible_expenses", + "dividend_income", + "dla_m_category", + "dla_sc_category", + "domestic_energy_consumption", + "domestic_rates", + "education_consumption", + "education_grants", + "electricity_consumption", + "employee_pension_contributions", + "employer_pension_contributions", + "employment_income", + "employment_income_annual_share", + "employment_income_other_spells", + "employment_sector", + "employment_status", + "esa_contrib_reported", + "esa_health_condition_proxy", + "esa_includes_support_component", + "esa_income_reported", + "esa_support_group_proxy", + "external_child_payments", + "food_and_non_alcoholic_beverages_consumption", + "free_school_breakfasts", + "free_school_fruit_veg", + "free_school_meals", + "frs_benunit_capital", + "full_rate_vat_expenditure_rate", + "gas_consumption", + "gender", + "geography_household_key", + "gift_aid", + "gross_financial_wealth", + "hand_rolling_tobacco_grams_per_week", + "has_fuel_consumption", + "has_lifetime_isa", + "has_mixed_age_couple_pension_credit_saving", + "health_consumption", + "healthy_start_vouchers", + "high_value_support_copies", + "high_value_support_copy_index", + "highest_education", + "hmrc_spi_assessable_income", + "hmrc_spi_employed_income", + "hmrc_spi_employment_benefits", + "hmrc_spi_employment_expenses", + "hmrc_spi_incapacity_benefit_income", + "hmrc_spi_miscellaneous_employment_income", + "hmrc_spi_other_income", + "hmrc_spi_other_social_security_income", + "hmrc_spi_pay", + "hmrc_spi_state_pension_income", + "hmrc_spi_taxable_termination_pay", + "hmrc_spi_total_earned_income", + "hmrc_spi_total_investment_income", + "hmrc_spi_unemployment_benefit_income", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_build_id", + "household_furnishings_consumption", + "household_id", + "household_is_capital_gains_clone", + "household_is_cgt_residential_clone", + "household_is_cgt_support_copy", + "household_is_high_value_support_copy", + "household_is_spi_income_band_donor", + "household_is_spi_synthetic", + "household_lifetime_isa_balance", + "household_local_bus_trips", + "household_owns_tv", + "household_source_id", + "household_support_channel", + "household_support_clone_index", + "household_weight", + "housing_benefit_reported", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb_reported", + "income_support_reported", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_benunit_head", + "is_blind", + "is_claimant_or_partner", + "is_disabled_for_benefits", + "is_engaged_in_owned_company_trade", + "is_enhanced_disabled_for_benefits", + "is_hbai_dependent_child", + "is_household_head", + "is_in_approved_training", + "is_in_non_advanced_education", + "is_looked_after_by_local_authority", + "is_married", + "is_parent", + "is_severely_disabled_for_benefits", + "is_uc_claimant", + "itl1_code", + "itl2_code", + "itl3_code", + "jsa_contrib_reported", + "jsa_income_reported", + "la_code_oa", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "legacy_jobseeker_proxy", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "liquid_fuel_consumption", + "local_authority", + "local_bus_single_fare_share", + "local_bus_trips", + "local_bus_use_band", + "loss_relief", + "lsoa_code", + "lump_sum_income", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased_is_first_home", + "maintenance_expenses", + "maintenance_income", + "marital_status", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "miscellaneous_consumption", + "miscellaneous_income", + "months_since_last_birthday", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "msoa_code", + "national_lottery_ticket_spending", + "net_financial_wealth", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_outpatient_spending", + "ni_class_4_losses_brought_forward", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "num_bedrooms", + "num_vehicles", + "oa_code", + "ons_family_index", + "ons_family_role", + "ons_household_type", + "ossben_identifiable_subset", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_tobacco_grams_per_week", + "outpatient_visits", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_income_share", + "owned_company_is_main_employment", + "owned_land", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_credit_reported", + "pension_credit_reported_capital", + "person_benunit_id", + "person_build_id", + "person_household_id", + "person_id", + "person_is_spi_income_band_carrier", + "person_is_spi_income_recipient", + "person_source_id", + "person_support_channel", + "person_support_clone_index", + "personal_pension_contributions", + "petrol_spending", + "pip_dl_category", + "pip_m_category", + "pool_betting_net_receipts", + "private_pension_income", + "private_pension_income_annual_share", + "private_pension_wealth", + "private_transfer_income", + "property_finance_costs", + "property_income", + "property_purchased", + "property_rental_income", + "rail_subsidy_spending", + "rail_usage", + "receives_benefits_in_own_right", + "recreation_consumption", + "region", + "region_code_oa", + "relationship_to_head", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "reports_outstanding_student_loan", + "restaurants_and_hotels_consumption", + "salary_sacrifice_asked", + "salary_sacrifice_reported", + "savings", + "savings_interest_income", + "sda_reported", + "self_employment_income", + "self_employment_income_annual_share", + "self_employment_income_other_spells", + "sic_industry_division", + "solid_fuel_consumption", + "source_household_id", + "source_household_key", + "source_year", + "spi_income_band_donor_lower_bound", + "spirits_litres", + "spousal_maintenance_income", + "srp_regular_code5", + "ssmg_reported", + "stands_as_sole_owner_or_partner_of_company", + "state_pension_reported", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_plan", + "student_loan_repayments", + "student_loans", + "subrent", + "tax_free_childcare_spend_routed_share", + "tax_free_savings_income", + "tenure_type", + "trading_loss", + "transport_consumption", + "uc_deduction_combination", + "uc_deduction_random_draw", + "uc_deduction_type_random_draw", + "uc_is_in_gainful_self_employment", + "uc_is_in_startup_period", + "uc_latent_deduction_rate", + "uc_reported_capital", + "unit_and_investment_trusts", + "universal_credit_reported", + "uses_energy_prepayment_meter", + "war_widows_pension_reported", + "ward_code", + "water_and_sewerage_charges", + "widowed_parents_allowance_reported", + "wine_litres", + "winter_fuel_allowance_reported", + "working_tax_credit_reported", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_extended_childcare", + "would_claim_marriage_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_evade_tv_licence_fee" + ] + }, + "path": "microcosm_uk_2024_25_dense.h5", + "repo_id": "policyengine/populace-uk-private", + "repo_type": "dataset", + "revision": "microcosm-uk-2024-25-dense-20261027T154955Z-6528c865", + "sha256": "39e0e06a417afafe86a24eb6ca4dbc85d87d8e3f2284f00fdfd9fcac5e547bab" + } + }, + "audited_by": "juaristi22", + "build_core_version": "3.33.3", + "build_model_inputs": [ + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "additional_residential_property_purchased", + "admitted_patient_visits", + "adult_dependants_grant_has_other_adult_dependant", + "adult_dependants_grant_other_adult_income", + "adult_dependants_grant_receives_postgraduate_loan", + "adult_ema", + "afcs_reported", + "age", + "age_started_or_accepted_current_education_or_training", + "alcohol_and_tobacco_consumption", + "armed_forces_independence_payment", + "attends_private_school_random_draw", + "base_net_income", + "baseline_child_benefit_entitlement", + "baseline_income_support_entitlement", + "baseline_pension_credit_entitlement", + "beer_draught_share", + "beer_litres", + "benunit_id", + "benunit_reported_capital", + "betting_exchange_commission", + "bingo_net_receipts", + "blind_persons_allowance", + "bsp_reported", + "bursary_fund_16_to_19_in_care_or_care_leaver", + "bursary_fund_16_to_19_participation_costs", + "bursary_fund_16_to_19_self_supporting", + "bus_fare_spending_reported", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "capital_allowances", + "capital_gains_badr", + "capital_gains_before_response", + "capital_gains_carried_interest", + "capital_gains_residential_property", + "car_co2_emissions", + "car_engine_size", + "car_first_registration_date", + "car_fuel_type", + "car_is_ved_exempt", + "car_list_price", + "care_hours", + "carers_allowance_reported", + "cash_isa", + "charitable_investment_gifts", + "child_benefit_opts_out", + "child_benefit_reported", + "child_ema", + "child_limit_adoption_exception", + "child_limit_continuation_exception", + "child_limit_multiple_birth_exception", + "child_limit_non_consensual_conception_exception", + "child_limit_non_parental_caring_exception", + "child_tax_credit_reported", + "childcare_expenses", + "childcare_grant_child_has_special_educational_needs", + "childcare_grant_full_time_student", + "childcare_grant_provider_is_nanny", + "childcare_grant_receives_nhs_childcare_support", + "childcare_grant_receives_postgraduate_loan", + "cider_draught_share", + "cider_litres", + "cigarettes_per_week", + "cigars_grams_per_week", + "clothing_and_footwear_consumption", + "communication_consumption", + "consumer_debt", + "corporate_wealth", + "council_tax", + "council_tax_band", + "council_tax_benefit_reported", + "covenanted_payments", + "cumulative_non_residential_rent", + "cumulative_residential_rent", + "deficiency_relief", + "defined_benefit_pension_share", + "dfe_education_spending", + "diesel_spending", + "directly_held_shares", + "disabled_students_allowance_eligible_expenses", + "disabled_students_allowance_receives_equivalent_support", + "dividend_income", + "dla_m_category", + "dla_sc_category", + "domestic_energy_consumption", + "domestic_rates", + "early_years_school_start_deferred", + "ebr_energy_bills_credit_eligible", + "education_consumption", + "education_grants", + "electricity_consumption", + "electricity_consumption_kwh", + "employee_pension_contributions_reported", + "employer_pension_contributions", + "employment_expenses", + "employment_income_before_lsr", + "employment_sector", + "employment_status", + "esa_contrib_reported", + "esa_income_reported", + "external_child_payments", + "families", + "financial_spread_betting_net_losses", + "food_and_non_alcoholic_beverages_consumption", + "free_school_fruit_veg", + "free_school_meals", + "free_school_milk", + "full_rate_vat_expenditure_rate", + "gas_consumption", + "gas_consumption_kwh", + "gender", + "gift_aid", + "gross_financial_wealth", + "hand_rolling_tobacco_grams_per_week", + "health_consumption", + "healthy_start_vouchers", + "heated_tobacco_grams_per_week", + "highest_education", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_furnishings_consumption", + "household_id", + "household_owns_tv", + "household_weight", + "households", + "housing_benefit_board_and_attendance_determination", + "housing_benefit_family_premium_category", + "housing_benefit_has_main_phase_esa", + "housing_benefit_reported", + "housing_benefit_residential_capital_exception", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb_reported", + "in_FE", + "in_HE", + "in_original_frs", + "in_rural_fuel_duty_relief_area", + "in_specified_or_temporary_accommodation", + "incapacity_benefit_reported", + "income_support_reported", + "individual_savings_account_dividend_income", + "is_about_to_start_paid_work", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_blind", + "is_disabled_for_benefits", + "is_engaged_in_owned_company_trade", + "is_full_year_category_a_director", + "is_in_approved_training", + "is_in_first_year_of_apprenticeship", + "is_looked_after_by_local_authority", + "is_newly_self_employed", + "is_parent", + "is_shared_accommodation", + "jsa_contrib_reported", + "jsa_income_reported", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "lifetime_isa_first_time_buyer", + "lifetime_isa_months_since_first_payment", + "lifetime_isa_payments", + "lifetime_isa_terminally_ill", + "lifetime_isa_withdrawals", + "lifetime_isa_withdrawals_towards_first_home", + "liquid_fuel_consumption", + "local_authority", + "local_bus_uncapped_single_fare", + "loss_relief", + "lpg_kg", + "lump_sum_income", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased_is_first_home", + "main_residential_property_purchased_is_in_uk", + "main_residential_property_purchased_with_mortgage", + "maintenance_expenses", + "maintenance_income", + "married_couples_allowance", + "maternity_allowance_reported", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "meals_included_in_rent", + "miscellaneous_consumption", + "miscellaneous_income", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "national_lottery_ticket_spending", + "natural_gas_kg", + "net_financial_wealth", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_outpatient_spending", + "ni_class_3", + "ni_epg_full_rate_applies", + "non_cash_isa_cash_interest", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "non_residential_rent", + "num_bedrooms", + "num_vehicles", + "original_weight", + "other_deductions", + "other_fermented_draught_share", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_spread_betting_net_losses", + "other_tax_credits", + "other_tobacco_grams_per_week", + "outpatient_visits", + "owned_company_capital", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_holding_value", + "owned_company_income_share", + "owned_company_intermediary_earnings_chapter", + "owned_company_intermediary_earnings_from_main_employment", + "owned_company_is_main_employment", + "owned_company_trade_assets", + "owned_land", + "pension_annual_allowance_taxable_lump_sum_death_benefits", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_contributions_via_salary_sacrifice_pre_2015", + "pension_credit_reported", + "pension_income", + "people", + "person_benunit_id", + "person_benunit_role", + "person_household_id", + "person_household_role", + "person_id", + "personal_pension_contributions", + "petrol_spending", + "pip_dl_points", + "pip_m_points", + "pool_betting_net_receipts", + "private_pension_income", + "private_pension_wealth", + "private_transfer_income", + "property_finance_costs", + "property_finance_costs_brought_forward", + "property_income", + "property_purchased", + "property_rental_income", + "rail_usage", + "raw_person_weight", + "receives_benefits_in_own_right", + "receives_limited_capability_for_work_credits", + "recreation_consumption", + "region", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "restaurants_and_hotels_consumption", + "role", + "salary_sacrifice_returned_to_income", + "savings", + "savings_interest_income", + "scottish_funded_early_learning_childcare_start_date_reached", + "sda_reported", + "self_employment_gross_receipts", + "self_employment_income", + "severe_disability_premium_joint_occupier_exclusion_applies", + "sic_industry_division", + "solid_fuel_consumption", + "sparkling_cider_draught_share", + "sparkling_cider_litres", + "spi_imputed", + "spirits_draught_share", + "spirits_litres", + "spousal_maintenance_income", + "ssmg_reported", + "stands_as_sole_owner_or_partner_of_company", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_plan", + "student_loans", + "sublet_income", + "tax_free_childcare_meets_uk_connection", + "tax_free_childcare_on_adoption_leave", + "tax_free_childcare_on_carers_leave", + "tax_free_childcare_on_qualifying_leave", + "tax_free_childcare_on_shared_parental_leave", + "tax_free_childcare_self_employment_start_up_period", + "tax_free_childcare_spend_routed_share", + "tax_free_childcare_uses_qualifying_provider", + "tax_reported", + "tenure_type", + "trading_loss", + "transport_consumption", + "travel_grant_abroad_placement", + "travel_grant_clinical_placement", + "travel_grant_eligible_expenses", + "travel_grant_receives_means_tested_nhs_bursary", + "uc_has_offer_of_paid_work_starting_by_end_of_next_assessment_period", + "uc_is_adopter_in_first_year", + "uc_is_foster_parent_or_new_friend_or_family_carer", + "uc_is_in_pregnancy_or_post_confinement_period", + "uc_is_in_startup_period", + "uc_is_responsible_foster_parent_of_child_under_one", + "uc_is_student_with_no_work_related_requirements", + "uc_is_temporarily_absent_from_claimant_household", + "uc_migrated", + "uc_receives_new_claimant_health_element", + "unit_and_investment_trusts", + "universal_credit_reported", + "uses_energy_prepayment_meter", + "war_widows_pension_reported", + "water_and_sewerage_charges", + "widowed_parents_allowance_reported", + "wine_draught_share", + "wine_litres", + "winter_fuel_allowance_reported", + "working_tax_credit_reported", + "working_tax_credit_run_on", + "would_claim_adult_dependants_grant", + "would_claim_bursary_fund_16_to_19", + "would_claim_care_to_learn", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_childcare_grant", + "would_claim_disabled_students_allowance", + "would_claim_extended_childcare", + "would_claim_marriage_allowance", + "would_claim_parents_learning_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_travel_grant", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_claim_wales_childcare_offer", + "would_evade_tv_licence_fee" + ], + "build_model_variables": [ + "BRMA_LHA_rate", + "CB_HITC", + "CTC_child_element", + "CTC_disabled_child_element", + "CTC_family_element", + "CTC_maximum_rate", + "CTC_severely_disabled_child_element", + "LHA_allowed_bedrooms", + "LHA_cap", + "LHA_category", + "LHA_eligible", + "LVT", + "WTC_basic_element", + "WTC_childcare_element", + "WTC_couple_element", + "WTC_disabled_element", + "WTC_lone_parent_element", + "WTC_maximum_rate", + "WTC_severely_disabled_element", + "WTC_worker_element", + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "add_rate_earned_income", + "add_rate_earned_income_tax", + "add_rate_savings_income", + "additional_minimum_guarantee", + "additional_residential_property_purchased", + "additional_state_pension", + "adjusted_employer_cost", + "adjusted_net_income", + "adjusted_total_income", + "admitted_patient_visits", + "adult_dependants_grant", + "adult_dependants_grant_adult_eligible", + "adult_dependants_grant_adult_receives_student_finance", + "adult_dependants_grant_course_eligible", + "adult_dependants_grant_eligible", + "adult_dependants_grant_has_other_adult_dependant", + "adult_dependants_grant_household_income", + "adult_dependants_grant_other_adult_income", + "adult_dependants_grant_receives_postgraduate_loan", + "adult_ema", + "adult_index", + "adult_index_cg", + "afcs", + "afcs_reported", + "age", + "age_18_64", + "age_over_64", + "age_started_or_accepted_current_education_or_training", + "age_under_18", + "alcohol_and_tobacco_consumption", + "alcohol_duty", + "allowances", + "armed_forces_independence_payment", + "attendance_allowance", + "attends_private_school", + "attends_private_school_random_draw", + "base_net_income", + "baseline_business_rates", + "baseline_child_benefit_entitlement", + "baseline_ctc_entitlement", + "baseline_domestic_energy_vat", + "baseline_employer_cost", + "baseline_hbai_excluded_income", + "baseline_income_support_entitlement", + "baseline_pension_credit_entitlement", + "baseline_private_school_vat", + "baseline_vat", + "baseline_wtc_entitlement", + "basic_income", + "basic_rate_earned_income", + "basic_rate_earned_income_tax", + "basic_rate_savings_income", + "basic_rate_savings_income_pre_starter", + "basic_state_pension", + "beer_abv", + "beer_draught_share", + "beer_duty", + "beer_litres", + "benefit_cap_reduction", + "benefit_cap_welfare_benefits", + "benefits_premiums", + "benunit_contains_household_head", + "benunit_count_adults", + "benunit_count_children", + "benunit_has_carer", + "benunit_id", + "benunit_is_rent_liable", + "benunit_is_renting", + "benunit_region", + "benunit_rent", + "benunit_reported_capital", + "benunit_tax", + "benunit_tenure_type", + "benunit_weekly_hours", + "benunit_weight", + "betting_exchange_commission", + "bi_household_phaseout", + "bi_individual_phaseout", + "bi_maximum", + "bi_phaseout", + "bingo_duty", + "bingo_net_receipts", + "birth_year", + "blind_persons_allowance", + "brma", + "bsp", + "bsp_reported", + "bursary_fund_16_to_19", + "bursary_fund_16_to_19_age_eligible", + "bursary_fund_16_to_19_in_care_or_care_leaver", + "bursary_fund_16_to_19_in_qualifying_education", + "bursary_fund_16_to_19_participation_costs", + "bursary_fund_16_to_19_receives_uc_or_esa_in_own_right", + "bursary_fund_16_to_19_receives_uc_or_is_in_own_right", + "bursary_fund_16_to_19_self_supporting", + "bursary_fund_16_to_19_vulnerable_group_eligible", + "bus_fare_spending", + "bus_fare_spending_reported", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "business_rates", + "capital_allowances", + "capital_gains", + "capital_gains_badr", + "capital_gains_badr_behavioural_response", + "capital_gains_badr_elasticity", + "capital_gains_before_response", + "capital_gains_behavioural_response", + "capital_gains_carried_interest", + "capital_gains_elasticity", + "capital_gains_residential_property", + "capital_gains_tax", + "capital_income", + "capped_mcad", + "car_co2_emissions", + "car_engine_size", + "car_first_registration_date", + "car_fuel_type", + "car_is_ved_exempt", + "car_list_price", + "car_vehicle_excise_duty", + "carbon_consumption", + "carbon_tax", + "care_hours", + "care_to_learn", + "care_to_learn_eligible", + "care_to_learn_qualifying_child", + "carer_minimum_guarantee_addition", + "carer_premium", + "carer_support_payment", + "carer_support_payment_overlapping_benefits", + "carer_support_payment_pre_couple_limit", + "carer_support_payment_pre_overlap", + "carers_allowance", + "carers_allowance_earnings", + "carers_allowance_overlapping_benefits", + "carers_allowance_pre_couple_limit", + "carers_allowance_pre_overlap", + "carers_allowance_reported", + "cash_isa", + "charitable_investment_gifts", + "child_benefit", + "child_benefit_child_index", + "child_benefit_entitlement", + "child_benefit_less_tax_charge", + "child_benefit_opts_out", + "child_benefit_reported", + "child_benefit_respective_amount", + "child_ema", + "child_index", + "child_limit_adoption_exception", + "child_limit_continuation_exception", + "child_limit_multiple_birth_exception", + "child_limit_non_consensual_conception_exception", + "child_limit_non_parental_caring_exception", + "child_minimum_guarantee_addition", + "child_tax_credit", + "child_tax_credit_pre_minimum", + "child_tax_credit_reported", + "childcare_expenses", + "childcare_grant", + "childcare_grant_child_eligible", + "childcare_grant_child_has_special_educational_needs", + "childcare_grant_eligible", + "childcare_grant_eligible_children", + "childcare_grant_full_time_student", + "childcare_grant_household_income", + "childcare_grant_provider_is_nanny", + "childcare_grant_receives_nhs_childcare_support", + "childcare_grant_receives_postgraduate_loan", + "childcare_grant_student_finance_eligible", + "childcare_grant_uses_qualifying_provider", + "cider_abv", + "cider_draught_share", + "cider_duty", + "cider_litres", + "cigarette_price_per_pack", + "cigarettes_per_week", + "cigars_grams_per_week", + "claimant_or_partner_esa_income", + "claimant_or_partner_jsa_income", + "claims_all_entitled_benefits", + "claims_legacy_benefits", + "claims_uc_at_legacy_closure", + "claims_universal_credit", + "cliff_evaluated", + "cliff_gap", + "clothing_and_footwear_consumption", + "communication_consumption", + "consumer_debt", + "consumer_incident_tax_revenue_change", + "consumption", + "consumption_shareholding", + "corporate_incident_tax_revenue_change", + "corporate_land_value", + "corporate_sdlt", + "corporate_sector_wealth", + "corporate_tax_incidence", + "corporate_wealth", + "cost_of_living_support_payment", + "council_tax", + "council_tax_band", + "council_tax_band_d_amount", + "council_tax_benefit", + "council_tax_benefit_reported", + "council_tax_discount_rate", + "council_tax_less_benefit", + "council_tax_reduction", + "council_tax_reduction_applicable_amount", + "council_tax_reduction_applicable_income", + "council_tax_reduction_applicant_has_non_dep_exemption", + "council_tax_reduction_assessable_capital", + "council_tax_reduction_attained_pension_age_before_cutoff", + "council_tax_reduction_claimant_benunit", + "council_tax_reduction_claims_are_joint", + "council_tax_reduction_head_applies_alone", + "council_tax_reduction_household_has_simulated_claim", + "council_tax_reduction_individual_non_dep_deduction", + "council_tax_reduction_individual_non_dep_deduction_eligible", + "council_tax_reduction_joint_liability_share", + "council_tax_reduction_liable_person", + "council_tax_reduction_maximum_eligible_liability", + "council_tax_reduction_net_earnings", + "council_tax_reduction_non_dep_deductions", + "council_tax_reduction_non_dep_gross_income", + "council_tax_reduction_pension_contribution_deduction_rate", + "council_tax_reduction_pensioner", + "council_tax_reduction_pensioner_earnings_disregard", + "council_tax_reduction_premiums", + "council_tax_reduction_relevant_income_based_benefit", + "council_tax_reduction_scheme_supported", + "council_tax_reduction_severe_disability_premium", + "country", + "covenanted_payments", + "ctc_child_limit_affected", + "ctc_child_limit_position", + "ctc_entitlement", + "cumulative_non_residential_rent", + "cumulative_residential_rent", + "current_education", + "date_of_birth", + "deductible_property_finance_costs", + "deep_poverty_gap", + "deep_poverty_line", + "deficiency_relief", + "defined_benefit_pension_contributions", + "defined_benefit_pension_input_amount", + "defined_benefit_pension_share", + "dfe_education_spending", + "dft_subsidy_spending", + "diesel_litres", + "diesel_price", + "diesel_spending", + "directly_held_shares", + "disability_basic_income", + "disability_premium", + "disabled_students_allowance", + "disabled_students_allowance_course_eligible", + "disabled_students_allowance_eligible", + "disabled_students_allowance_eligible_expenses", + "disabled_students_allowance_has_qualifying_condition", + "disabled_students_allowance_receives_equivalent_support", + "dividend_income", + "dividend_income_tax", + "dla", + "dla_m", + "dla_m_category", + "dla_sc", + "dla_sc_category", + "dla_sc_middle_plus", + "domestic_energy_consumption", + "domestic_energy_vat", + "domestic_rates", + "early_years_school_start_deferred", + "early_years_term_share_before_school", + "earned_income", + "earned_income_tax", + "earned_taxable_income", + "ebr_council_tax_rebate", + "ebr_energy_bills_credit", + "ebr_energy_bills_credit_eligible", + "education_budget_change", + "education_consumption", + "education_grants", + "eldest_adult_age", + "eldest_child_age", + "eldest_claimant_or_partner_age", + "electricity_consumption", + "electricity_consumption_kwh", + "employee_pension_contributions", + "employee_pension_contributions_reported", + "employer_cost", + "employer_ni_fixed_employer_cost_change", + "employer_ni_response_capital_incidence", + "employer_ni_response_consumer_incidence", + "employer_pension_contributions", + "employment_benefits", + "employment_deductions", + "employment_expenses", + "employment_income", + "employment_income_before_lsr", + "employment_income_behavioral_response", + "employment_sector", + "employment_status", + "energy_bills_rebate", + "enhanced_disability_premium", + "epg_subsidy", + "equiv_hbai_household_net_income", + "equiv_hbai_household_net_income_ahc", + "equiv_household_net_income", + "esa", + "esa_contrib", + "esa_contrib_reported", + "esa_exempt_work_earnings", + "esa_exempt_work_higher_earnings_limit", + "esa_includes_support_component", + "esa_income", + "esa_income_assessable_capital", + "esa_income_claimant_remunerative_work", + "esa_income_eligible", + "esa_income_remunerative_work_hours", + "esa_income_report_closed", + "esa_income_reported", + "esa_income_tariff_income", + "expected_lbtt", + "expected_ltt", + "expected_sdlt", + "extended_childcare_entitlement", + "extended_childcare_entitlement_eligible", + "extended_childcare_entitlement_limited_capability_or_specified_benefit", + "extended_childcare_entitlement_meets_income_requirements", + "extended_childcare_entitlement_per_child", + "extended_childcare_entitlement_qualifying_child", + "extended_childcare_entitlement_term_share", + "extended_childcare_entitlement_total_per_child", + "extended_childcare_entitlement_work_condition", + "external_child_payments", + "families", + "family_rent", + "family_type", + "financial_spread_betting_net_losses", + "food_and_non_alcoholic_beverages_consumption", + "free_school_fruit_veg", + "free_school_meals", + "free_school_milk", + "free_tv_licence_value", + "fuel_duty", + "full_rate_vat_consumption", + "full_rate_vat_expenditure_rate", + "gambling_duty", + "gaming_duty", + "gas_consumption", + "gas_consumption_kwh", + "gender", + "general_betting_duty", + "gift_aid", + "gift_aid_grossed_up", + "gov_balance", + "gov_spending", + "gov_tax", + "gross_financial_wealth", + "gross_taxable_inputs", + "guarantee_credit", + "hand_rolling_tobacco_grams_per_week", + "has_attained_state_pension_credit_qualifying_age", + "has_lifetime_isa", + "has_mixed_age_couple_pension_credit_saving", + "has_non_dependant_for_council_tax_reduction_severe_disability_premium", + "has_non_dependant_for_severe_disability_premium", + "has_own_esa_award", + "has_student_loan", + "has_tax_credit_award", + "hbai_benefits", + "hbai_excluded_income", + "hbai_excluded_income_change", + "hbai_household_net_income", + "hbai_household_net_income_ahc", + "hbai_household_net_income_before_reset_to_zero", + "hbai_person_type", + "health_consumption", + "healthy_start_vouchers", + "heated_tobacco_grams_per_week", + "high_value_council_tax_surcharge", + "higher_rate_earned_income", + "higher_rate_earned_income_tax", + "higher_rate_savings_income", + "highest_education", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_benefits", + "household_benefits_individual_non_dep_deduction", + "household_bus_fare_age_weight", + "household_count_people", + "household_equivalisation_ahc", + "household_equivalisation_bhc", + "household_furnishings_consumption", + "household_gross_income", + "household_id", + "household_income_decile", + "household_income_decile_ahc", + "household_land_value", + "household_lifetime_isa_balance", + "household_market_income", + "household_net_income", + "household_net_income_ahc", + "household_num_benunits", + "household_owns_tv", + "household_tax", + "household_uc_company_holding_pool_scale", + "household_uc_pool_company_holdings", + "household_uc_reported_financial_capital", + "household_uc_unreported_claimants", + "household_wealth_decile", + "household_weight", + "households", + "housing_benefit", + "housing_benefit_LHA_allowed_bedrooms", + "housing_benefit_LHA_category", + "housing_benefit_LHA_rate", + "housing_benefit_applicable_amount", + "housing_benefit_applicable_income", + "housing_benefit_applicable_income_childcare_element", + "housing_benefit_applicable_income_disregard", + "housing_benefit_assessable_capital", + "housing_benefit_attained_pension_age_before_cutoff", + "housing_benefit_baseline_entitlement", + "housing_benefit_benefit_cap", + "housing_benefit_benefit_cap_reduction", + "housing_benefit_board_and_attendance_determination", + "housing_benefit_child_disability_premiums", + "housing_benefit_eligible", + "housing_benefit_entitlement", + "housing_benefit_family_premium", + "housing_benefit_family_premium_category", + "housing_benefit_has_main_phase_esa", + "housing_benefit_has_non_dependant", + "housing_benefit_individual_non_dep_deduction_eligible", + "housing_benefit_main_phase_esa_allowance_adjustment", + "housing_benefit_maintenance_disregard", + "housing_benefit_meals_deduction", + "housing_benefit_net_earnings", + "housing_benefit_non_dep_deductions", + "housing_benefit_non_dep_gross_income", + "housing_benefit_on_passporting_benefit", + "housing_benefit_pension_age_regulations_apply", + "housing_benefit_pre_benefit_cap", + "housing_benefit_reported", + "housing_benefit_residential_capital_exception", + "housing_benefit_savings_credit_only_income", + "housing_benefit_severe_disability_premium_applies", + "housing_benefit_shares_accommodation", + "housing_benefit_special_earnings_disregard", + "housing_benefit_special_earnings_disregard_eligible", + "housing_benefit_specified_or_temporary_accommodation_disregard", + "housing_benefit_tariff_income", + "housing_benefit_widowed_parents_allowance_income", + "housing_costs", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb", + "iidb_reported", + "in_FE", + "in_HE", + "in_absolute_poverty_fye2011_ahc", + "in_absolute_poverty_fye2011_bhc", + "in_deep_poverty", + "in_deep_poverty_ahc", + "in_deep_poverty_bhc", + "in_original_frs", + "in_poverty", + "in_poverty_ahc", + "in_poverty_bhc", + "in_receipt_of_guarantee_credit", + "in_receipt_of_income_support_jsa_ib_or_esa_ir", + "in_receipt_of_savings_credit_only", + "in_relative_poverty_ahc", + "in_relative_poverty_bhc", + "in_rural_fuel_duty_relief_area", + "in_social_housing", + "in_specified_or_temporary_accommodation", + "in_work", + "incapacity_benefit", + "incapacity_benefit_reported", + "income_decile", + "income_elasticity_lsr", + "income_support", + "income_support_applicable_amount", + "income_support_applicable_income", + "income_support_assessable_capital", + "income_support_eligible", + "income_support_entitlement", + "income_support_remunerative_work_hours", + "income_support_reported", + "income_support_tariff_income", + "income_tax", + "income_tax_before_winter_fuel_payment_charge", + "income_tax_pre_charges", + "income_tax_relief_cap", + "individual_savings_account_dividend_income", + "individual_savings_account_interest_income", + "inflation_adjustment", + "inflation_adjustment_ahc", + "is_CTC_child_element_included", + "is_CTC_child_limit_exception", + "is_CTC_child_limit_exempt", + "is_CTC_child_limit_own_exception", + "is_CTC_eligible", + "is_SP_age", + "is_WA_adult", + "is_WTC_eligible", + "is_about_to_start_paid_work", + "is_adult", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_benunit_eldest_child", + "is_benunit_head", + "is_blind", + "is_cared_for_by_carer_benefit_recipient", + "is_carer_for_benefits", + "is_child", + "is_child_for_child_benefit", + "is_child_for_child_tax_credit", + "is_child_for_pension_credit", + "is_child_for_universal_credit", + "is_child_for_working_tax_credit_childcare_element", + "is_child_or_qualifying_young_person_for_child_benefit", + "is_child_or_qualifying_young_person_for_child_tax_credit", + "is_child_or_qualifying_young_person_for_pension_credit", + "is_child_or_qualifying_young_person_for_universal_credit", + "is_child_or_young_person_for_council_tax_reduction", + "is_child_or_young_person_for_legacy_benefits", + "is_child_receiving_extended_childcare", + "is_child_receiving_targeted_childcare", + "is_child_receiving_tax_free_childcare", + "is_child_receiving_universal_childcare", + "is_claimant_or_partner", + "is_council_tax_reduction_applicant_or_partner", + "is_council_tax_reduction_lone_parent", + "is_counted_resident_for_severe_disability_addition", + "is_couple", + "is_dependent_child_for_student_support", + "is_disabled_for_benefits", + "is_eldest_child", + "is_engaged_in_owned_company_trade", + "is_enhanced_disabled_for_benefits", + "is_entitled_to_carer_benefit", + "is_female", + "is_full_year_category_a_director", + "is_gainfully_employed_for_carers_allowance", + "is_guarantee_credit_eligible", + "is_hbai_adult", + "is_hbai_child_aged_14_or_over", + "is_hbai_child_under_14", + "is_hbai_dependent_child", + "is_hbai_pensioner", + "is_hbai_working_age_adult", + "is_higher_earner", + "is_household_head", + "is_housing_benefit_benefit_cap_exempt", + "is_housing_benefit_benefit_cap_exempt_specified_benefit", + "is_housing_benefit_benefit_cap_exempt_working_tax_credit", + "is_housing_benefit_benefit_cap_single_claimant_rate", + "is_housing_benefit_young_individual", + "is_in_approved_training", + "is_in_first_year_of_apprenticeship", + "is_in_non_advanced_education", + "is_lha_shared_accommodation_rate_specified_renter", + "is_liable_for_household_rent", + "is_lone_parent", + "is_looked_after_by_local_authority", + "is_male", + "is_married", + "is_mixed_age_couple", + "is_newly_self_employed", + "is_non_dependant_of_household_head", + "is_of_compulsory_school_age", + "is_older_child", + "is_on_cliff", + "is_on_income_based_jsa", + "is_on_income_related_esa", + "is_on_income_support", + "is_on_pawhp_relevant_benefit", + "is_on_pension_credit", + "is_on_universal_credit", + "is_on_winter_fuel_payment_relevant_benefit", + "is_parent", + "is_pension_credit_eligible", + "is_qualifying_young_person_for_child_benefit", + "is_qualifying_young_person_for_child_tax_credit", + "is_qualifying_young_person_for_pension_credit", + "is_qualifying_young_person_for_universal_credit", + "is_renting", + "is_resolved_household_head", + "is_responsible_for_child_or_qualifying_young_person_for_child_tax_credit", + "is_responsible_for_child_or_qualifying_young_person_for_universal_credit", + "is_responsible_for_child_or_young_person_for_council_tax_reduction", + "is_responsible_for_child_or_young_person_for_legacy_benefits", + "is_responsible_for_child_or_young_person_for_uc_or_housing_benefit", + "is_savings_credit_eligible", + "is_scp_eligible", + "is_scp_eligible_child", + "is_severely_disabled_for_benefits", + "is_severely_disabled_for_carers_allowance", + "is_shared_accommodation", + "is_single", + "is_single_person", + "is_uc_assessed_claimant", + "is_uc_benefit_cap_exempt", + "is_uc_benefit_cap_exempt_earnings", + "is_uc_benefit_cap_exempt_qualifying_age", + "is_uc_benefit_cap_exempt_specified_benefit", + "is_uc_benefit_cap_single_claimant_rate", + "is_uc_claimant", + "is_uc_eligible", + "is_uc_entitled", + "is_uc_entitled_baseline", + "is_uc_single_or_joint_claimant", + "is_uc_work_allowance_eligible", + "is_young_child", + "isa_cash_interest_flat_rate_charge", + "jsa", + "jsa_contrib", + "jsa_contrib_reported", + "jsa_income", + "jsa_income_assessable_capital", + "jsa_income_eligible", + "jsa_income_reported", + "jsa_income_tariff_income", + "jsa_remunerative_work_hours", + "kingston_upon_thames_council_tax_reduction", + "kingston_upon_thames_council_tax_reduction_individual_non_dep_deduction", + "kingston_upon_thames_council_tax_reduction_non_dep_deductions", + "land_and_buildings_transaction_tax", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "land_transaction_tax", + "land_value", + "lbtt_liable", + "lbtt_on_non_residential_property_rent", + "lbtt_on_non_residential_property_transactions", + "lbtt_on_rent", + "lbtt_on_residential_property_rent", + "lbtt_on_residential_property_transactions", + "lbtt_on_transactions", + "left_pension_route_at_legacy_closure", + "legacy_benefits_closed", + "lha_renter_has_non_dependant", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "lifetime_isa_bonus", + "lifetime_isa_countable_capital", + "lifetime_isa_first_time_buyer", + "lifetime_isa_months_since_first_payment", + "lifetime_isa_payments", + "lifetime_isa_terminally_ill", + "lifetime_isa_withdrawal_charge", + "lifetime_isa_withdrawals", + "lifetime_isa_withdrawals_towards_first_home", + "liquid_fuel_consumption", + "local_authority", + "local_bus_single_fare_share", + "local_bus_trips", + "local_bus_uncapped_single_fare", + "loss_relief", + "lottery_duty", + "lpg_kg", + "ltt_liable", + "ltt_on_non_residential_property_rent", + "ltt_on_non_residential_property_transactions", + "ltt_on_rent", + "ltt_on_residential_property_rent", + "ltt_on_residential_property_transactions", + "ltt_on_transactions", + "lump_sum_income", + "machine_games_duty", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased", + "main_residential_property_purchased_is_first_home", + "main_residential_property_purchased_is_in_uk", + "main_residential_property_purchased_with_mortgage", + "maintenance_expenses", + "maintenance_income", + "maintenance_loan", + "maintenance_loan_candidate_benunit_income", + "maintenance_loan_eligible", + "maintenance_loan_entitled_to_benefits", + "maintenance_loan_has_sponsor", + "maintenance_loan_household_income", + "maintenance_loan_in_england_system", + "maintenance_loan_in_higher_education", + "maintenance_loan_living_arrangement", + "maintenance_loan_sponsor_income", + "marginal_tax_rate", + "marginal_tax_rate_on_capital_gains", + "marginal_tax_rate_wrt_employer_cost", + "marital_status", + "market_income", + "marriage_allowance", + "married_couples_allowance", + "married_couples_allowance_deduction", + "maternity_allowance", + "maternity_allowance_reported", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "meals_included_in_rent", + "meets_child_tax_credit_criteria_for_targeted_childcare_entitlement", + "meets_housing_benefit_additional_earnings_disregard_conditions", + "meets_marriage_allowance_income_conditions", + "meets_pension_credit_age_conditions", + "meets_qualifying_young_person_age_condition_for_child_benefit", + "meets_qualifying_young_person_age_condition_for_child_tax_credit", + "meets_qualifying_young_person_age_condition_for_pension_credit", + "meets_qualifying_young_person_age_condition_for_universal_credit", + "meets_qualifying_young_person_education_or_training_condition_for_child_benefit", + "meets_qualifying_young_person_education_or_training_condition_for_child_tax_credit", + "meets_qualifying_young_person_education_or_training_condition_for_pension_credit", + "meets_qualifying_young_person_education_or_training_condition_for_universal_credit", + "meets_qualifying_young_person_entry_condition_for_child_benefit", + "meets_qualifying_young_person_entry_condition_for_child_tax_credit", + "meets_qualifying_young_person_entry_condition_for_pension_credit", + "meets_qualifying_young_person_entry_condition_for_universal_credit", + "meets_qualifying_young_person_terminal_date_condition_for_universal_credit", + "meets_savings_credit_age_requirement", + "meets_severe_disability_addition_residence_condition", + "meets_tax_credit_criteria_for_targeted_childcare_entitlement", + "meets_uc_higher_disabled_child_condition", + "meets_uc_minimum_age_condition", + "meets_universal_credit_criteria_for_targeted_childcare_entitlement", + "meets_working_tax_credit_criteria_for_targeted_childcare_entitlement", + "merton_council_tax_reduction", + "merton_council_tax_reduction_individual_non_dep_deduction", + "merton_council_tax_reduction_non_dep_deductions", + "minimum_guarantee", + "minimum_wage", + "minimum_wage_category", + "miscellaneous_consumption", + "miscellaneous_income", + "monthly_domestic_energy_consumption", + "monthly_ebr_energy_bills_credit", + "monthly_epg_consumption_level", + "monthly_epg_subsidy", + "monthly_ni_epg_subsidy", + "months_since_last_birthday", + "months_since_state_pension_age", + "mortgage", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "national_insurance", + "national_lottery_ticket_spending", + "natural_gas_kg", + "net_financial_wealth", + "net_income", + "net_income_before_trade_loss_relief", + "net_pay_pension_relief", + "net_wealth", + "new_state_pension", + "newham_council_tax_reduction", + "newham_council_tax_reduction_individual_non_dep_deduction", + "newham_council_tax_reduction_non_dep_deductions", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_budget_change", + "nhs_outpatient_spending", + "nhs_spending", + "ni_class_1_employee", + "ni_class_1_employee_additional", + "ni_class_1_employee_primary", + "ni_class_1_employer", + "ni_class_1_income", + "ni_class_1_secondary_liable", + "ni_class_2", + "ni_class_3", + "ni_class_4", + "ni_class_4_liable", + "ni_class_4_loss_relief", + "ni_class_4_losses_brought_forward", + "ni_class_4_losses_carried_forward", + "ni_class_4_main", + "ni_class_4_maximum", + "ni_class_4_profits", + "ni_class_4_profits_before_losses", + "ni_class_4_trading_loss", + "ni_employee", + "ni_employer", + "ni_epg_full_rate_applies", + "ni_epg_subsidy_calculable", + "ni_liable", + "ni_self_employed", + "non_cash_isa_cash_interest", + "non_primary_residence_wealth_tax", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "non_residential_rent", + "non_savings_income_after_allowances", + "non_savings_taxable_income", + "num_adults", + "num_bedrooms", + "num_carers", + "num_children", + "num_disabled_adults", + "num_disabled_children", + "num_disabled_claimants_or_partners_for_legacy_benefits", + "num_enhanced_disabled_adults", + "num_enhanced_disabled_children", + "num_enhanced_disabled_claimants_or_partners_for_legacy_benefits", + "num_relevant_children_for_housing_benefit_childcare", + "num_severely_disabled_adults", + "num_severely_disabled_children", + "num_vehicles", + "ons_tenure_type", + "original_weight", + "other_deductions", + "other_fermented_abv", + "other_fermented_draught_share", + "other_fermented_duty", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_public_spending_budget_change", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_spread_betting_net_losses", + "other_tax_credits", + "other_tobacco_grams_per_week", + "outpatient_visits", + "over_16", + "overlapping_state_pension", + "owned_company_capital", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_holding_value", + "owned_company_income_share", + "owned_company_intermediary_earnings_chapter", + "owned_company_intermediary_earnings_from_main_employment", + "owned_company_is_main_employment", + "owned_company_trade_assets", + "owned_land", + "owns_vehicle", + "oxford_council_tax_reduction", + "oxford_council_tax_reduction_individual_non_dep_deduction", + "oxford_council_tax_reduction_non_dep_deductions", + "parents_learning_allowance", + "parents_learning_allowance_course_eligible", + "parents_learning_allowance_dependent_children", + "parents_learning_allowance_eligible", + "parents_learning_allowance_household_income", + "partners_care_for_same_severely_disabled_person", + "partners_unused_personal_allowance", + "pawhp", + "pawhp_eligible", + "pays_rent_to_householder", + "pays_scottish_income_tax", + "pension_age_benefits_premiums", + "pension_age_severe_disability_premium", + "pension_age_winter_heating_payment", + "pension_annual_allowance", + "pension_annual_allowance_adjusted_income", + "pension_annual_allowance_chargeable_amount", + "pension_annual_allowance_taxable_lump_sum_death_benefits", + "pension_annual_allowance_threshold_income", + "pension_contributions", + "pension_contributions_for_annual_allowance", + "pension_contributions_relief", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_contributions_via_salary_sacrifice_adjusted", + "pension_contributions_via_salary_sacrifice_from_pay", + "pension_contributions_via_salary_sacrifice_pre_2015", + "pension_credit", + "pension_credit_assessable_capital", + "pension_credit_deemed_income", + "pension_credit_earnings", + "pension_credit_earnings_disregard", + "pension_credit_employment_income_tax", + "pension_credit_entitlement", + "pension_credit_income", + "pension_credit_income_tax_without_earnings", + "pension_credit_income_tax_without_employment_income", + "pension_credit_reported", + "pension_credit_reported_capital", + "pension_credit_self_employment_deductions", + "pension_credit_self_employment_income_tax", + "pension_credit_war_pension_income", + "pension_credit_widowed_parents_allowance_income", + "pension_income", + "people", + "person_benunit_id", + "person_benunit_role", + "person_bus_fare_spending", + "person_household_id", + "person_household_role", + "person_id", + "person_legacy_benefits_closed", + "person_weight", + "personal_allowance", + "personal_pension_contributions", + "personal_pension_contributions_tax", + "personal_rent", + "petrol_litres", + "petrol_price", + "petrol_spending", + "pip", + "pip_dl", + "pip_dl_category", + "pip_dl_points", + "pip_m", + "pip_m_category", + "pip_m_points", + "plan_1_interest_rate", + "plan_2_interest_rate", + "plan_4_interest_rate", + "plan_5_interest_rate", + "pool_betting_duty", + "pool_betting_net_receipts", + "post_tax_income", + "postgraduate_interest_rate", + "poverty_gap", + "poverty_gap_ahc", + "poverty_gap_bhc", + "poverty_line", + "poverty_line_ahc", + "poverty_line_bhc", + "poverty_threshold_ahc", + "poverty_threshold_bhc", + "poverty_threshold_fye2011_ahc", + "poverty_threshold_fye2011_bhc", + "pre_budget_change_household_benefits", + "pre_budget_change_household_net_income", + "pre_budget_change_household_tax", + "pre_budget_change_ons_household_income_decile", + "private_pension_income", + "private_pension_wealth", + "private_school_vat", + "private_school_vat_change", + "private_transfer_income", + "property_allowable_expenses", + "property_allowance_deduction", + "property_allowance_deduction_if_used", + "property_finance_cost_relief", + "property_finance_costs", + "property_finance_costs_brought_forward", + "property_finance_costs_carried_forward", + "property_finance_costs_relievable", + "property_finance_costs_relieved", + "property_income", + "property_income_after_finance_costs", + "property_income_tax", + "property_purchased", + "property_receipts_within_allowance", + "property_rental_income", + "property_wealth", + "qualifies_for_apprentice_minimum_wage", + "rail_subsidy_spending", + "rail_usage", + "raw_person_weight", + "real_hbai_household_net_income", + "real_hbai_household_net_income_ahc", + "real_household_net_income", + "real_household_net_income_ahc", + "received_allowances", + "received_allowances_dividend_income", + "received_allowances_earned_income", + "received_allowances_savings_income", + "receives_benefits_in_own_right", + "receives_carer_benefit", + "receives_carer_support_payment", + "receives_carers_allowance", + "receives_enhanced_pip_dl", + "receives_highest_dla_sc", + "receives_limited_capability_for_work_credits", + "receives_severe_disability_addition_qualifying_benefit", + "receives_severe_disability_premium_qualifying_benefit", + "receives_uc_carer_element", + "receives_uc_with_limited_capability_for_work", + "recreation_consumption", + "reduced_rate_vat_consumption", + "region", + "relation_type", + "relative_capital_gains_mtr_change", + "relative_capital_gains_retention_rate_change", + "relative_income_change", + "relative_wage_change", + "remote_gaming_duty", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "residential_property_value", + "restaurants_and_hotels_consumption", + "role", + "salary_sacrifice_broad_base_haircut", + "salary_sacrifice_pension_ni_employee", + "salary_sacrifice_pension_ni_employer", + "salary_sacrifice_pension_ni_excess", + "salary_sacrifice_returned_to_income", + "savings", + "savings_allowance", + "savings_credit", + "savings_credit_income", + "savings_income_tax", + "savings_interest_income", + "savings_starter_rate_income", + "scottish_carer_supplement", + "scottish_child_payment", + "scottish_funded_early_learning_childcare_eligible", + "scottish_funded_early_learning_childcare_start_date_reached", + "sda", + "sda_reported", + "sdlt_liable", + "sdlt_on_non_residential_property_rent", + "sdlt_on_non_residential_property_transactions", + "sdlt_on_rent", + "sdlt_on_residential_property_rent", + "sdlt_on_residential_property_transactions", + "sdlt_on_transactions", + "self_employment_gross_receipts", + "self_employment_income", + "severe_disability_minimum_guarantee_addition", + "severe_disability_premium", + "severe_disability_premium_before_non_dependant_test", + "severe_disability_premium_joint_occupier_exclusion_applies", + "share_like_capital", + "share_of_household_rent", + "shareholding", + "sic_industry_division", + "simulated_council_tax", + "simulated_council_tax_less_discounts", + "simulated_council_tax_reduction_benunit", + "social_security_income", + "solid_fuel_consumption", + "sparkling_cider_abv", + "sparkling_cider_draught_share", + "sparkling_cider_duty", + "sparkling_cider_litres", + "spi_imputed", + "spirits_abv", + "spirits_draught_share", + "spirits_duty", + "spirits_litres", + "spousal_maintenance_income", + "squared_poverty_gap_ahc", + "squared_poverty_gap_bhc", + "ssmg", + "ssmg_reported", + "stamp_duty_land_tax", + "standard_minimum_guarantee", + "stands_as_sole_owner_or_partner_of_company", + "state_pension", + "state_pension_age", + "state_pension_age_date", + "state_pension_credit_qualifying_age", + "state_pension_reported", + "state_pension_type", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_interest_rate", + "student_loan_plan", + "student_loan_repayment", + "student_loan_repayment_rate", + "student_loan_repayments", + "student_loans", + "student_payments", + "sublet_income", + "substitution_elasticity_lsr", + "targeted_childcare_entitlement", + "targeted_childcare_entitlement_eligible", + "tax", + "tax_band", + "tax_credit_award", + "tax_credits", + "tax_credits_applicable_income", + "tax_credits_current_year_income", + "tax_credits_reduction", + "tax_free_childcare", + "tax_free_childcare_caring_or_incapacity_benefit", + "tax_free_childcare_child_age_eligible", + "tax_free_childcare_eligible", + "tax_free_childcare_eligible_declaration_periods", + "tax_free_childcare_expected_declaration_period_income", + "tax_free_childcare_meets_income_requirements", + "tax_free_childcare_meets_uk_connection", + "tax_free_childcare_on_adoption_leave", + "tax_free_childcare_on_carers_leave", + "tax_free_childcare_on_qualifying_leave", + "tax_free_childcare_on_shared_parental_leave", + "tax_free_childcare_program_eligible", + "tax_free_childcare_qualifying_child", + "tax_free_childcare_regarded_as_in_paid_work", + "tax_free_childcare_self_employment_start_up_period", + "tax_free_childcare_spend_routed_share", + "tax_free_childcare_treated_as_in_work", + "tax_free_childcare_uses_qualifying_provider", + "tax_free_childcare_work_condition", + "tax_free_savings_income", + "tax_modelling", + "tax_reported", + "taxable_dividend_income", + "taxable_employment_income", + "taxable_miscellaneous_income", + "taxable_pension_income", + "taxable_property_income", + "taxable_property_income_after_allowances", + "taxable_savings_interest_income", + "taxable_self_employment_income", + "taxable_social_security_income", + "taxed_dividend_income", + "taxed_income", + "taxed_savings_income", + "tenure_type", + "tobacco_duty", + "total_income", + "total_income_charged_to_tax", + "total_national_insurance", + "total_pension_income", + "total_wealth", + "trade_loss_relief_against_general_income", + "trade_loss_relief_against_savings_and_dividends", + "trading_allowance_deduction", + "trading_loss", + "transport_consumption", + "travel_grant", + "travel_grant_abroad_placement", + "travel_grant_clinical_placement", + "travel_grant_eligible", + "travel_grant_eligible_expenses", + "travel_grant_household_income", + "travel_grant_income_assessed_support", + "travel_grant_receives_means_tested_nhs_bursary", + "tv_licence", + "tv_licence_discount", + "tv_licence_free_licence_share", + "tv_licence_required", + "two_child_limit_payment", + "uc_LCWRA_element", + "uc_LHA_cap", + "uc_advance_repayment_amount", + "uc_assessable_capital", + "uc_benefit_cap", + "uc_benefit_cap_earnings_exception_threshold", + "uc_benefit_cap_reduction", + "uc_benefit_cap_reduction_after_floor", + "uc_carer_element", + "uc_carer_element_included_for_claimant", + "uc_child_element", + "uc_child_index", + "uc_child_limit_disregarded", + "uc_child_limit_exception", + "uc_child_limit_position", + "uc_childcare_element", + "uc_childcare_element_claimed", + "uc_childcare_element_eligible_children", + "uc_childcare_treated_as_in_paid_work", + "uc_childcare_work_condition", + "uc_claimant_company_holding_disregard", + "uc_company_capital", + "uc_company_gainful_self_employment", + "uc_company_holding_disregard", + "uc_company_intermediary_exclusion_applies", + "uc_company_owner_treatment_applies", + "uc_company_self_employed_earnings", + "uc_deduction_combination", + "uc_deduction_random_draw", + "uc_deduction_rate", + "uc_deduction_type_random_draw", + "uc_deductions", + "uc_disability_elements", + "uc_earned_income", + "uc_earned_income_before_work_allowance", + "uc_expected_hours", + "uc_has_deduction", + "uc_has_offer_of_paid_work_starting_by_end_of_next_assessment_period", + "uc_housing_costs_element", + "uc_income_reduction", + "uc_income_tax_on_earnings", + "uc_income_tax_on_trade", + "uc_individual_child_element", + "uc_individual_disabled_child_element", + "uc_individual_earned_income", + "uc_individual_earned_income_before_mif", + "uc_individual_non_dep_deduction", + "uc_individual_non_dep_deduction_eligible", + "uc_individual_severely_disabled_child_element", + "uc_is_adopter_in_first_year", + "uc_is_child_born_before_child_limit", + "uc_is_child_limit_affected", + "uc_is_foster_parent_or_new_friend_or_family_carer", + "uc_is_in_gainful_self_employment", + "uc_is_in_pregnancy_or_post_confinement_period", + "uc_is_in_startup_period", + "uc_is_ineligible_partner", + "uc_is_responsible_carer", + "uc_is_responsible_foster_parent_of_child_under_one", + "uc_is_student_with_no_work_related_requirements", + "uc_is_temporarily_absent_from_claimant_household", + "uc_latent_deduction_rate", + "uc_limited_capability_for_WRA", + "uc_limited_capability_for_work", + "uc_maximum_amount", + "uc_maximum_childcare_element_amount", + "uc_maximum_reduction", + "uc_member_of_couple_claims_as_single_person", + "uc_mif_applies", + "uc_migrated", + "uc_minimum_income_floor", + "uc_minimum_income_floor_gross", + "uc_minimum_income_floor_income_tax", + "uc_minimum_income_floor_national_insurance", + "uc_national_insurance_on_earnings", + "uc_national_insurance_on_trade", + "uc_non_dep_deduction_exempt", + "uc_non_dep_deductions", + "uc_non_dep_receives_pension_credit", + "uc_non_dependants_counted", + "uc_non_residential_property_capital", + "uc_other_residential_property_capital", + "uc_property_capital", + "uc_receives_new_claimant_health_element", + "uc_reported_capital", + "uc_standard_allowance", + "uc_standard_allowance_claimant_type", + "uc_tariff_income", + "uc_trading_losses_set_against_profits", + "uc_unable_to_provide_childcare", + "uc_unearned_carer_support_payment", + "uc_unearned_income", + "uc_work_allowance", + "uc_work_related_group_apart_from_earnings", + "uc_youngest_child_age", + "uncapped_BRMA_LHA_rate", + "unit_and_investment_trusts", + "universal_childcare_entitlement", + "universal_childcare_entitlement_eligible", + "universal_credit", + "universal_credit_pre_benefit_cap", + "universal_credit_reported", + "unused_pension_annual_allowance", + "unused_personal_allowance", + "uses_energy_prepayment_meter", + "uses_property_allowance", + "vat", + "vat_change", + "vehicle_excise_duty", + "wales_childcare_offer", + "wales_childcare_offer_eligible", + "wales_childcare_offer_parent_condition", + "wales_childcare_offer_per_child", + "wales_childcare_offer_qualifying_child", + "war_widows_pension", + "war_widows_pension_reported", + "warm_home_discount", + "warm_home_discount_random_draw", + "water_and_sewerage_charges", + "wealth_tax", + "weekly_childcare_expenses", + "weekly_hours", + "westminster_council_tax_reduction", + "westminster_council_tax_reduction_individual_non_dep_deduction", + "westminster_council_tax_reduction_non_dep_deductions", + "widowed_parents_allowance", + "widowed_parents_allowance_reported", + "wine_abv", + "wine_draught_share", + "wine_duty", + "wine_litres", + "winter_fuel_allowance", + "winter_fuel_allowance_reported", + "winter_fuel_payment", + "winter_fuel_payment_charge", + "winter_fuel_payment_eligible", + "working_age_benefits_premiums", + "working_tax_credit", + "working_tax_credit_pre_minimum", + "working_tax_credit_reported", + "working_tax_credit_run_on", + "would_claim_CTC", + "would_claim_IS", + "would_claim_WTC", + "would_claim_adult_dependants_grant", + "would_claim_bursary_fund_16_to_19", + "would_claim_care_to_learn", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_childcare_grant", + "would_claim_council_tax_reduction", + "would_claim_disabled_students_allowance", + "would_claim_extended_childcare", + "would_claim_housing_benefit", + "would_claim_marriage_allowance", + "would_claim_parents_learning_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_travel_grant", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_claim_wales_childcare_offer", + "would_evade_tv_licence_fee", + "would_receive_warm_home_discount", + "wtc_entitlement", + "youngest_adult_age", + "youngest_child_age", + "youngest_child_age_for_legacy_benefits", + "youngest_claimant_or_partner_age" + ], + "build_model_version": "2.162.12", + "defaulted_inputs": [], + "dropped_columns": [], + "input_aliases": { + "bus_fare_spending": "bus_fare_spending_reported", + "capital_gains": "capital_gains_before_response", + "employee_pension_contributions": "employee_pension_contributions_reported", + "employment_income": "employment_income_before_lsr" + }, + "limitations": [ + "The audit's baseline is the policyengine-uk 2.162.12 release on PyPI, which lacks #2695; the cut was built from #2695's head (b71ce793), whose package code 2.162.14 releases unchanged. #2695 adds no input and changes no result." + ], + "model_inputs": [ + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "additional_residential_property_purchased", + "admitted_patient_visits", + "adult_dependants_grant_has_other_adult_dependant", + "adult_dependants_grant_other_adult_income", + "adult_dependants_grant_receives_postgraduate_loan", + "adult_ema", + "afcs_reported", + "age", + "age_started_or_accepted_current_education_or_training", + "alcohol_and_tobacco_consumption", + "armed_forces_independence_payment", + "attends_private_school_random_draw", + "base_net_income", + "baseline_child_benefit_entitlement", + "baseline_income_support_entitlement", + "baseline_pension_credit_entitlement", + "beer_draught_share", + "beer_litres", + "benunit_id", + "benunit_reported_capital", + "betting_exchange_commission", + "bingo_net_receipts", + "blind_persons_allowance", + "bsp_reported", + "bursary_fund_16_to_19_in_care_or_care_leaver", + "bursary_fund_16_to_19_participation_costs", + "bursary_fund_16_to_19_self_supporting", + "bus_fare_spending_reported", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "capital_allowances", + "capital_gains_badr", + "capital_gains_before_response", + "capital_gains_carried_interest", + "capital_gains_residential_property", + "car_co2_emissions", + "car_engine_size", + "car_first_registration_date", + "car_fuel_type", + "car_is_ved_exempt", + "car_list_price", + "care_hours", + "carers_allowance_reported", + "cash_isa", + "charitable_investment_gifts", + "child_benefit_opts_out", + "child_benefit_reported", + "child_ema", + "child_limit_adoption_exception", + "child_limit_continuation_exception", + "child_limit_multiple_birth_exception", + "child_limit_non_consensual_conception_exception", + "child_limit_non_parental_caring_exception", + "child_tax_credit_reported", + "childcare_expenses", + "childcare_grant_child_has_special_educational_needs", + "childcare_grant_full_time_student", + "childcare_grant_provider_is_nanny", + "childcare_grant_receives_nhs_childcare_support", + "childcare_grant_receives_postgraduate_loan", + "cider_draught_share", + "cider_litres", + "cigarettes_per_week", + "cigars_grams_per_week", + "clothing_and_footwear_consumption", + "communication_consumption", + "consumer_debt", + "corporate_wealth", + "council_tax", + "council_tax_band", + "council_tax_benefit_reported", + "covenanted_payments", + "cumulative_non_residential_rent", + "cumulative_residential_rent", + "deficiency_relief", + "defined_benefit_pension_share", + "dfe_education_spending", + "diesel_spending", + "directly_held_shares", + "disabled_students_allowance_eligible_expenses", + "disabled_students_allowance_receives_equivalent_support", + "dividend_income", + "dla_m_category", + "dla_sc_category", + "domestic_energy_consumption", + "domestic_rates", + "early_years_school_start_deferred", + "ebr_energy_bills_credit_eligible", + "education_consumption", + "education_grants", + "electricity_consumption", + "electricity_consumption_kwh", + "employee_pension_contributions_reported", + "employer_pension_contributions", + "employment_expenses", + "employment_income_before_lsr", + "employment_sector", + "employment_status", + "esa_contrib_reported", + "esa_income_reported", + "external_child_payments", + "families", + "financial_spread_betting_net_losses", + "food_and_non_alcoholic_beverages_consumption", + "free_school_fruit_veg", + "free_school_meals", + "free_school_milk", + "full_rate_vat_expenditure_rate", + "gas_consumption", + "gas_consumption_kwh", + "gender", + "gift_aid", + "gross_financial_wealth", + "hand_rolling_tobacco_grams_per_week", + "health_consumption", + "healthy_start_vouchers", + "heated_tobacco_grams_per_week", + "highest_education", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_furnishings_consumption", + "household_id", + "household_owns_tv", + "household_weight", + "households", + "housing_benefit_board_and_attendance_determination", + "housing_benefit_family_premium_category", + "housing_benefit_has_main_phase_esa", + "housing_benefit_reported", + "housing_benefit_residential_capital_exception", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb_reported", + "in_FE", + "in_HE", + "in_original_frs", + "in_rural_fuel_duty_relief_area", + "in_specified_or_temporary_accommodation", + "incapacity_benefit_reported", + "income_support_reported", + "individual_savings_account_dividend_income", + "is_about_to_start_paid_work", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_blind", + "is_disabled_for_benefits", + "is_engaged_in_owned_company_trade", + "is_full_year_category_a_director", + "is_in_approved_training", + "is_in_first_year_of_apprenticeship", + "is_looked_after_by_local_authority", + "is_newly_self_employed", + "is_parent", + "is_shared_accommodation", + "jsa_contrib_reported", + "jsa_income_reported", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "lifetime_isa_first_time_buyer", + "lifetime_isa_months_since_first_payment", + "lifetime_isa_payments", + "lifetime_isa_terminally_ill", + "lifetime_isa_withdrawals", + "lifetime_isa_withdrawals_towards_first_home", + "liquid_fuel_consumption", + "local_authority", + "local_bus_uncapped_single_fare", + "loss_relief", + "lpg_kg", + "lump_sum_income", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased_is_first_home", + "main_residential_property_purchased_is_in_uk", + "main_residential_property_purchased_with_mortgage", + "maintenance_expenses", + "maintenance_income", + "married_couples_allowance", + "maternity_allowance_reported", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "meals_included_in_rent", + "miscellaneous_consumption", + "miscellaneous_income", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "national_lottery_ticket_spending", + "natural_gas_kg", + "net_financial_wealth", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_outpatient_spending", + "ni_class_3", + "ni_epg_full_rate_applies", + "non_cash_isa_cash_interest", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "non_residential_rent", + "num_bedrooms", + "num_vehicles", + "original_weight", + "other_deductions", + "other_fermented_draught_share", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_spread_betting_net_losses", + "other_tax_credits", + "other_tobacco_grams_per_week", + "outpatient_visits", + "owned_company_capital", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_holding_value", + "owned_company_income_share", + "owned_company_intermediary_earnings_chapter", + "owned_company_intermediary_earnings_from_main_employment", + "owned_company_is_main_employment", + "owned_company_trade_assets", + "owned_land", + "pension_annual_allowance_taxable_lump_sum_death_benefits", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_contributions_via_salary_sacrifice_pre_2015", + "pension_credit_reported", + "pension_income", + "people", + "person_benunit_id", + "person_benunit_role", + "person_household_id", + "person_household_role", + "person_id", + "personal_pension_contributions", + "petrol_spending", + "pip_dl_points", + "pip_m_points", + "pool_betting_net_receipts", + "private_pension_income", + "private_pension_wealth", + "private_transfer_income", + "property_finance_costs", + "property_finance_costs_brought_forward", + "property_income", + "property_purchased", + "property_rental_income", + "rail_usage", + "raw_person_weight", + "receives_benefits_in_own_right", + "receives_limited_capability_for_work_credits", + "recreation_consumption", + "region", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "restaurants_and_hotels_consumption", + "role", + "salary_sacrifice_returned_to_income", + "savings", + "savings_interest_income", + "scottish_funded_early_learning_childcare_start_date_reached", + "sda_reported", + "self_employment_gross_receipts", + "self_employment_income", + "severe_disability_premium_joint_occupier_exclusion_applies", + "sic_industry_division", + "solid_fuel_consumption", + "sparkling_cider_draught_share", + "sparkling_cider_litres", + "spi_imputed", + "spirits_draught_share", + "spirits_litres", + "spousal_maintenance_income", + "ssmg_reported", + "stands_as_sole_owner_or_partner_of_company", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_plan", + "student_loans", + "sublet_income", + "tax_free_childcare_meets_uk_connection", + "tax_free_childcare_on_adoption_leave", + "tax_free_childcare_on_carers_leave", + "tax_free_childcare_on_qualifying_leave", + "tax_free_childcare_on_shared_parental_leave", + "tax_free_childcare_self_employment_start_up_period", + "tax_free_childcare_spend_routed_share", + "tax_free_childcare_uses_qualifying_provider", + "tax_reported", + "tenure_type", + "trading_loss", + "transport_consumption", + "travel_grant_abroad_placement", + "travel_grant_clinical_placement", + "travel_grant_eligible_expenses", + "travel_grant_receives_means_tested_nhs_bursary", + "uc_has_offer_of_paid_work_starting_by_end_of_next_assessment_period", + "uc_is_adopter_in_first_year", + "uc_is_foster_parent_or_new_friend_or_family_carer", + "uc_is_in_pregnancy_or_post_confinement_period", + "uc_is_in_startup_period", + "uc_is_responsible_foster_parent_of_child_under_one", + "uc_is_student_with_no_work_related_requirements", + "uc_is_temporarily_absent_from_claimant_household", + "uc_migrated", + "uc_receives_new_claimant_health_element", + "unit_and_investment_trusts", + "universal_credit_reported", + "uses_energy_prepayment_meter", + "war_widows_pension_reported", + "water_and_sewerage_charges", + "widowed_parents_allowance_reported", + "wine_draught_share", + "wine_litres", + "winter_fuel_allowance_reported", + "working_tax_credit_reported", + "working_tax_credit_run_on", + "would_claim_adult_dependants_grant", + "would_claim_bursary_fund_16_to_19", + "would_claim_care_to_learn", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_childcare_grant", + "would_claim_disabled_students_allowance", + "would_claim_extended_childcare", + "would_claim_marriage_allowance", + "would_claim_parents_learning_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_travel_grant", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_claim_wales_childcare_offer", + "would_evade_tv_licence_fee" + ], + "model_package": "policyengine-uk", + "model_variables": [ + "BRMA_LHA_rate", + "CB_HITC", + "CTC_child_element", + "CTC_disabled_child_element", + "CTC_family_element", + "CTC_maximum_rate", + "CTC_severely_disabled_child_element", + "LHA_allowed_bedrooms", + "LHA_cap", + "LHA_category", + "LHA_eligible", + "LVT", + "WTC_basic_element", + "WTC_childcare_element", + "WTC_couple_element", + "WTC_disabled_element", + "WTC_lone_parent_element", + "WTC_maximum_rate", + "WTC_severely_disabled_element", + "WTC_worker_element", + "a_and_e_visits", + "aa_category", + "access_fund", + "accommodation_type", + "add_rate_earned_income", + "add_rate_earned_income_tax", + "add_rate_savings_income", + "additional_minimum_guarantee", + "additional_residential_property_purchased", + "additional_state_pension", + "adjusted_employer_cost", + "adjusted_net_income", + "adjusted_total_income", + "admitted_patient_visits", + "adult_dependants_grant", + "adult_dependants_grant_adult_eligible", + "adult_dependants_grant_adult_receives_student_finance", + "adult_dependants_grant_course_eligible", + "adult_dependants_grant_eligible", + "adult_dependants_grant_has_other_adult_dependant", + "adult_dependants_grant_household_income", + "adult_dependants_grant_other_adult_income", + "adult_dependants_grant_receives_postgraduate_loan", + "adult_ema", + "adult_index", + "adult_index_cg", + "afcs", + "afcs_reported", + "age", + "age_18_64", + "age_over_64", + "age_started_or_accepted_current_education_or_training", + "age_under_18", + "alcohol_and_tobacco_consumption", + "alcohol_duty", + "allowances", + "armed_forces_independence_payment", + "attendance_allowance", + "attends_private_school", + "attends_private_school_random_draw", + "base_net_income", + "baseline_business_rates", + "baseline_child_benefit_entitlement", + "baseline_ctc_entitlement", + "baseline_domestic_energy_vat", + "baseline_employer_cost", + "baseline_hbai_excluded_income", + "baseline_income_support_entitlement", + "baseline_pension_credit_entitlement", + "baseline_private_school_vat", + "baseline_vat", + "baseline_wtc_entitlement", + "basic_income", + "basic_rate_earned_income", + "basic_rate_earned_income_tax", + "basic_rate_savings_income", + "basic_rate_savings_income_pre_starter", + "basic_state_pension", + "beer_abv", + "beer_draught_share", + "beer_duty", + "beer_litres", + "benefit_cap_reduction", + "benefit_cap_welfare_benefits", + "benefits_premiums", + "benunit_contains_household_head", + "benunit_count_adults", + "benunit_count_children", + "benunit_has_carer", + "benunit_id", + "benunit_is_rent_liable", + "benunit_is_renting", + "benunit_region", + "benunit_rent", + "benunit_reported_capital", + "benunit_tax", + "benunit_tenure_type", + "benunit_weekly_hours", + "benunit_weight", + "betting_exchange_commission", + "bi_household_phaseout", + "bi_individual_phaseout", + "bi_maximum", + "bi_phaseout", + "bingo_duty", + "bingo_net_receipts", + "birth_year", + "blind_persons_allowance", + "brma", + "bsp", + "bsp_reported", + "bursary_fund_16_to_19", + "bursary_fund_16_to_19_age_eligible", + "bursary_fund_16_to_19_in_care_or_care_leaver", + "bursary_fund_16_to_19_in_qualifying_education", + "bursary_fund_16_to_19_participation_costs", + "bursary_fund_16_to_19_receives_uc_or_esa_in_own_right", + "bursary_fund_16_to_19_receives_uc_or_is_in_own_right", + "bursary_fund_16_to_19_self_supporting", + "bursary_fund_16_to_19_vulnerable_group_eligible", + "bus_fare_spending", + "bus_fare_spending_reported", + "bus_in_london_trips", + "bus_pass_eligible", + "bus_subsidy_spending", + "business_rates", + "capital_allowances", + "capital_gains", + "capital_gains_badr", + "capital_gains_badr_behavioural_response", + "capital_gains_badr_elasticity", + "capital_gains_before_response", + "capital_gains_behavioural_response", + "capital_gains_carried_interest", + "capital_gains_elasticity", + "capital_gains_residential_property", + "capital_gains_tax", + "capital_income", + "capped_mcad", + "car_co2_emissions", + "car_engine_size", + "car_first_registration_date", + "car_fuel_type", + "car_is_ved_exempt", + "car_list_price", + "car_vehicle_excise_duty", + "carbon_consumption", + "carbon_tax", + "care_hours", + "care_to_learn", + "care_to_learn_eligible", + "care_to_learn_qualifying_child", + "carer_minimum_guarantee_addition", + "carer_premium", + "carer_support_payment", + "carer_support_payment_overlapping_benefits", + "carer_support_payment_pre_couple_limit", + "carer_support_payment_pre_overlap", + "carers_allowance", + "carers_allowance_earnings", + "carers_allowance_overlapping_benefits", + "carers_allowance_pre_couple_limit", + "carers_allowance_pre_overlap", + "carers_allowance_reported", + "cash_isa", + "charitable_investment_gifts", + "child_benefit", + "child_benefit_child_index", + "child_benefit_entitlement", + "child_benefit_less_tax_charge", + "child_benefit_opts_out", + "child_benefit_reported", + "child_benefit_respective_amount", + "child_ema", + "child_index", + "child_limit_adoption_exception", + "child_limit_continuation_exception", + "child_limit_multiple_birth_exception", + "child_limit_non_consensual_conception_exception", + "child_limit_non_parental_caring_exception", + "child_minimum_guarantee_addition", + "child_tax_credit", + "child_tax_credit_pre_minimum", + "child_tax_credit_reported", + "childcare_expenses", + "childcare_grant", + "childcare_grant_child_eligible", + "childcare_grant_child_has_special_educational_needs", + "childcare_grant_eligible", + "childcare_grant_eligible_children", + "childcare_grant_full_time_student", + "childcare_grant_household_income", + "childcare_grant_provider_is_nanny", + "childcare_grant_receives_nhs_childcare_support", + "childcare_grant_receives_postgraduate_loan", + "childcare_grant_student_finance_eligible", + "childcare_grant_uses_qualifying_provider", + "cider_abv", + "cider_draught_share", + "cider_duty", + "cider_litres", + "cigarette_price_per_pack", + "cigarettes_per_week", + "cigars_grams_per_week", + "claimant_or_partner_esa_income", + "claimant_or_partner_jsa_income", + "claims_all_entitled_benefits", + "claims_legacy_benefits", + "claims_uc_at_legacy_closure", + "claims_universal_credit", + "cliff_evaluated", + "cliff_gap", + "clothing_and_footwear_consumption", + "communication_consumption", + "consumer_debt", + "consumer_incident_tax_revenue_change", + "consumption", + "consumption_shareholding", + "corporate_incident_tax_revenue_change", + "corporate_land_value", + "corporate_sdlt", + "corporate_sector_wealth", + "corporate_tax_incidence", + "corporate_wealth", + "cost_of_living_support_payment", + "council_tax", + "council_tax_band", + "council_tax_band_d_amount", + "council_tax_benefit", + "council_tax_benefit_reported", + "council_tax_discount_rate", + "council_tax_less_benefit", + "council_tax_reduction", + "council_tax_reduction_applicable_amount", + "council_tax_reduction_applicable_income", + "council_tax_reduction_applicant_has_non_dep_exemption", + "council_tax_reduction_assessable_capital", + "council_tax_reduction_attained_pension_age_before_cutoff", + "council_tax_reduction_claimant_benunit", + "council_tax_reduction_claims_are_joint", + "council_tax_reduction_head_applies_alone", + "council_tax_reduction_household_has_simulated_claim", + "council_tax_reduction_individual_non_dep_deduction", + "council_tax_reduction_individual_non_dep_deduction_eligible", + "council_tax_reduction_joint_liability_share", + "council_tax_reduction_liable_person", + "council_tax_reduction_maximum_eligible_liability", + "council_tax_reduction_net_earnings", + "council_tax_reduction_non_dep_deductions", + "council_tax_reduction_non_dep_gross_income", + "council_tax_reduction_pension_contribution_deduction_rate", + "council_tax_reduction_pensioner", + "council_tax_reduction_pensioner_earnings_disregard", + "council_tax_reduction_premiums", + "council_tax_reduction_relevant_income_based_benefit", + "council_tax_reduction_scheme_supported", + "council_tax_reduction_severe_disability_premium", + "country", + "covenanted_payments", + "ctc_child_limit_affected", + "ctc_child_limit_position", + "ctc_entitlement", + "cumulative_non_residential_rent", + "cumulative_residential_rent", + "current_education", + "date_of_birth", + "deductible_property_finance_costs", + "deep_poverty_gap", + "deep_poverty_line", + "deficiency_relief", + "defined_benefit_pension_contributions", + "defined_benefit_pension_input_amount", + "defined_benefit_pension_share", + "dfe_education_spending", + "dft_subsidy_spending", + "diesel_litres", + "diesel_price", + "diesel_spending", + "directly_held_shares", + "disability_basic_income", + "disability_premium", + "disabled_students_allowance", + "disabled_students_allowance_course_eligible", + "disabled_students_allowance_eligible", + "disabled_students_allowance_eligible_expenses", + "disabled_students_allowance_has_qualifying_condition", + "disabled_students_allowance_receives_equivalent_support", + "dividend_income", + "dividend_income_tax", + "dla", + "dla_m", + "dla_m_category", + "dla_sc", + "dla_sc_category", + "dla_sc_middle_plus", + "domestic_energy_consumption", + "domestic_energy_vat", + "domestic_rates", + "early_years_school_start_deferred", + "early_years_term_share_before_school", + "earned_income", + "earned_income_tax", + "earned_taxable_income", + "ebr_council_tax_rebate", + "ebr_energy_bills_credit", + "ebr_energy_bills_credit_eligible", + "education_budget_change", + "education_consumption", + "education_grants", + "eldest_adult_age", + "eldest_child_age", + "eldest_claimant_or_partner_age", + "electricity_consumption", + "electricity_consumption_kwh", + "employee_pension_contributions", + "employee_pension_contributions_reported", + "employer_cost", + "employer_ni_fixed_employer_cost_change", + "employer_ni_response_capital_incidence", + "employer_ni_response_consumer_incidence", + "employer_pension_contributions", + "employment_benefits", + "employment_deductions", + "employment_expenses", + "employment_income", + "employment_income_before_lsr", + "employment_income_behavioral_response", + "employment_sector", + "employment_status", + "energy_bills_rebate", + "enhanced_disability_premium", + "epg_subsidy", + "equiv_hbai_household_net_income", + "equiv_hbai_household_net_income_ahc", + "equiv_household_net_income", + "esa", + "esa_contrib", + "esa_contrib_reported", + "esa_exempt_work_earnings", + "esa_exempt_work_higher_earnings_limit", + "esa_includes_support_component", + "esa_income", + "esa_income_assessable_capital", + "esa_income_claimant_remunerative_work", + "esa_income_eligible", + "esa_income_remunerative_work_hours", + "esa_income_report_closed", + "esa_income_reported", + "esa_income_tariff_income", + "expected_lbtt", + "expected_ltt", + "expected_sdlt", + "extended_childcare_entitlement", + "extended_childcare_entitlement_eligible", + "extended_childcare_entitlement_limited_capability_or_specified_benefit", + "extended_childcare_entitlement_meets_income_requirements", + "extended_childcare_entitlement_per_child", + "extended_childcare_entitlement_qualifying_child", + "extended_childcare_entitlement_term_share", + "extended_childcare_entitlement_total_per_child", + "extended_childcare_entitlement_work_condition", + "external_child_payments", + "families", + "family_rent", + "family_type", + "financial_spread_betting_net_losses", + "food_and_non_alcoholic_beverages_consumption", + "free_school_fruit_veg", + "free_school_meals", + "free_school_milk", + "free_tv_licence_value", + "fuel_duty", + "full_rate_vat_consumption", + "full_rate_vat_expenditure_rate", + "gambling_duty", + "gaming_duty", + "gas_consumption", + "gas_consumption_kwh", + "gender", + "general_betting_duty", + "gift_aid", + "gift_aid_grossed_up", + "gov_balance", + "gov_spending", + "gov_tax", + "gross_financial_wealth", + "gross_taxable_inputs", + "guarantee_credit", + "hand_rolling_tobacco_grams_per_week", + "has_attained_state_pension_credit_qualifying_age", + "has_lifetime_isa", + "has_mixed_age_couple_pension_credit_saving", + "has_non_dependant_for_council_tax_reduction_severe_disability_premium", + "has_non_dependant_for_severe_disability_premium", + "has_own_esa_award", + "has_student_loan", + "has_tax_credit_award", + "hbai_benefits", + "hbai_excluded_income", + "hbai_excluded_income_change", + "hbai_household_net_income", + "hbai_household_net_income_ahc", + "hbai_household_net_income_before_reset_to_zero", + "hbai_person_type", + "health_consumption", + "healthy_start_vouchers", + "heated_tobacco_grams_per_week", + "high_value_council_tax_surcharge", + "higher_rate_earned_income", + "higher_rate_earned_income_tax", + "higher_rate_savings_income", + "highest_education", + "horse_and_dog_pool_betting_net_losses", + "hours_worked", + "household_benefits", + "household_benefits_individual_non_dep_deduction", + "household_bus_fare_age_weight", + "household_count_people", + "household_equivalisation_ahc", + "household_equivalisation_bhc", + "household_furnishings_consumption", + "household_gross_income", + "household_id", + "household_income_decile", + "household_income_decile_ahc", + "household_land_value", + "household_lifetime_isa_balance", + "household_market_income", + "household_net_income", + "household_net_income_ahc", + "household_num_benunits", + "household_owns_tv", + "household_tax", + "household_uc_company_holding_pool_scale", + "household_uc_pool_company_holdings", + "household_uc_reported_financial_capital", + "household_uc_unreported_claimants", + "household_wealth_decile", + "household_weight", + "households", + "housing_benefit", + "housing_benefit_LHA_allowed_bedrooms", + "housing_benefit_LHA_category", + "housing_benefit_LHA_rate", + "housing_benefit_applicable_amount", + "housing_benefit_applicable_income", + "housing_benefit_applicable_income_childcare_element", + "housing_benefit_applicable_income_disregard", + "housing_benefit_assessable_capital", + "housing_benefit_attained_pension_age_before_cutoff", + "housing_benefit_baseline_entitlement", + "housing_benefit_benefit_cap", + "housing_benefit_benefit_cap_reduction", + "housing_benefit_board_and_attendance_determination", + "housing_benefit_child_disability_premiums", + "housing_benefit_eligible", + "housing_benefit_entitlement", + "housing_benefit_family_premium", + "housing_benefit_family_premium_category", + "housing_benefit_has_main_phase_esa", + "housing_benefit_has_non_dependant", + "housing_benefit_individual_non_dep_deduction_eligible", + "housing_benefit_main_phase_esa_allowance_adjustment", + "housing_benefit_maintenance_disregard", + "housing_benefit_meals_deduction", + "housing_benefit_net_earnings", + "housing_benefit_non_dep_deductions", + "housing_benefit_non_dep_gross_income", + "housing_benefit_on_passporting_benefit", + "housing_benefit_pension_age_regulations_apply", + "housing_benefit_pre_benefit_cap", + "housing_benefit_reported", + "housing_benefit_residential_capital_exception", + "housing_benefit_savings_credit_only_income", + "housing_benefit_severe_disability_premium_applies", + "housing_benefit_shares_accommodation", + "housing_benefit_special_earnings_disregard", + "housing_benefit_special_earnings_disregard_eligible", + "housing_benefit_specified_or_temporary_accommodation_disregard", + "housing_benefit_tariff_income", + "housing_benefit_widowed_parents_allowance_income", + "housing_costs", + "housing_service_charges", + "housing_water_and_electricity_consumption", + "iidb", + "iidb_reported", + "in_FE", + "in_HE", + "in_absolute_poverty_fye2011_ahc", + "in_absolute_poverty_fye2011_bhc", + "in_deep_poverty", + "in_deep_poverty_ahc", + "in_deep_poverty_bhc", + "in_original_frs", + "in_poverty", + "in_poverty_ahc", + "in_poverty_bhc", + "in_receipt_of_guarantee_credit", + "in_receipt_of_income_support_jsa_ib_or_esa_ir", + "in_receipt_of_savings_credit_only", + "in_relative_poverty_ahc", + "in_relative_poverty_bhc", + "in_rural_fuel_duty_relief_area", + "in_social_housing", + "in_specified_or_temporary_accommodation", + "in_work", + "incapacity_benefit", + "incapacity_benefit_reported", + "income_decile", + "income_elasticity_lsr", + "income_support", + "income_support_applicable_amount", + "income_support_applicable_income", + "income_support_assessable_capital", + "income_support_eligible", + "income_support_entitlement", + "income_support_remunerative_work_hours", + "income_support_reported", + "income_support_tariff_income", + "income_tax", + "income_tax_before_winter_fuel_payment_charge", + "income_tax_pre_charges", + "income_tax_relief_cap", + "individual_savings_account_dividend_income", + "individual_savings_account_interest_income", + "inflation_adjustment", + "inflation_adjustment_ahc", + "is_CTC_child_element_included", + "is_CTC_child_limit_exception", + "is_CTC_child_limit_exempt", + "is_CTC_child_limit_own_exception", + "is_CTC_eligible", + "is_SP_age", + "is_WA_adult", + "is_WTC_eligible", + "is_about_to_start_paid_work", + "is_adult", + "is_apprentice", + "is_before_universal_credit_qualifying_young_person_terminal_date", + "is_benunit_eldest_child", + "is_benunit_head", + "is_blind", + "is_cared_for_by_carer_benefit_recipient", + "is_carer_for_benefits", + "is_child", + "is_child_for_child_benefit", + "is_child_for_child_tax_credit", + "is_child_for_pension_credit", + "is_child_for_universal_credit", + "is_child_for_working_tax_credit_childcare_element", + "is_child_or_qualifying_young_person_for_child_benefit", + "is_child_or_qualifying_young_person_for_child_tax_credit", + "is_child_or_qualifying_young_person_for_pension_credit", + "is_child_or_qualifying_young_person_for_universal_credit", + "is_child_or_young_person_for_council_tax_reduction", + "is_child_or_young_person_for_legacy_benefits", + "is_child_receiving_extended_childcare", + "is_child_receiving_targeted_childcare", + "is_child_receiving_tax_free_childcare", + "is_child_receiving_universal_childcare", + "is_claimant_or_partner", + "is_council_tax_reduction_applicant_or_partner", + "is_council_tax_reduction_lone_parent", + "is_counted_resident_for_severe_disability_addition", + "is_couple", + "is_dependent_child_for_student_support", + "is_disabled_for_benefits", + "is_eldest_child", + "is_engaged_in_owned_company_trade", + "is_enhanced_disabled_for_benefits", + "is_entitled_to_carer_benefit", + "is_female", + "is_full_year_category_a_director", + "is_gainfully_employed_for_carers_allowance", + "is_guarantee_credit_eligible", + "is_hbai_adult", + "is_hbai_child_aged_14_or_over", + "is_hbai_child_under_14", + "is_hbai_dependent_child", + "is_hbai_pensioner", + "is_hbai_working_age_adult", + "is_higher_earner", + "is_household_head", + "is_housing_benefit_benefit_cap_exempt", + "is_housing_benefit_benefit_cap_exempt_specified_benefit", + "is_housing_benefit_benefit_cap_exempt_working_tax_credit", + "is_housing_benefit_benefit_cap_single_claimant_rate", + "is_housing_benefit_young_individual", + "is_in_approved_training", + "is_in_first_year_of_apprenticeship", + "is_in_non_advanced_education", + "is_lha_shared_accommodation_rate_specified_renter", + "is_liable_for_household_rent", + "is_lone_parent", + "is_looked_after_by_local_authority", + "is_male", + "is_married", + "is_mixed_age_couple", + "is_newly_self_employed", + "is_non_dependant_of_household_head", + "is_of_compulsory_school_age", + "is_older_child", + "is_on_cliff", + "is_on_income_based_jsa", + "is_on_income_related_esa", + "is_on_income_support", + "is_on_pawhp_relevant_benefit", + "is_on_pension_credit", + "is_on_universal_credit", + "is_on_winter_fuel_payment_relevant_benefit", + "is_parent", + "is_pension_credit_eligible", + "is_qualifying_young_person_for_child_benefit", + "is_qualifying_young_person_for_child_tax_credit", + "is_qualifying_young_person_for_pension_credit", + "is_qualifying_young_person_for_universal_credit", + "is_renting", + "is_resolved_household_head", + "is_responsible_for_child_or_qualifying_young_person_for_child_tax_credit", + "is_responsible_for_child_or_qualifying_young_person_for_universal_credit", + "is_responsible_for_child_or_young_person_for_council_tax_reduction", + "is_responsible_for_child_or_young_person_for_legacy_benefits", + "is_responsible_for_child_or_young_person_for_uc_or_housing_benefit", + "is_savings_credit_eligible", + "is_scp_eligible", + "is_scp_eligible_child", + "is_severely_disabled_for_benefits", + "is_severely_disabled_for_carers_allowance", + "is_shared_accommodation", + "is_single", + "is_single_person", + "is_uc_assessed_claimant", + "is_uc_benefit_cap_exempt", + "is_uc_benefit_cap_exempt_earnings", + "is_uc_benefit_cap_exempt_qualifying_age", + "is_uc_benefit_cap_exempt_specified_benefit", + "is_uc_benefit_cap_single_claimant_rate", + "is_uc_claimant", + "is_uc_eligible", + "is_uc_entitled", + "is_uc_entitled_baseline", + "is_uc_single_or_joint_claimant", + "is_uc_work_allowance_eligible", + "is_young_child", + "isa_cash_interest_flat_rate_charge", + "jsa", + "jsa_contrib", + "jsa_contrib_reported", + "jsa_income", + "jsa_income_assessable_capital", + "jsa_income_eligible", + "jsa_income_reported", + "jsa_income_tariff_income", + "jsa_remunerative_work_hours", + "kingston_upon_thames_council_tax_reduction", + "kingston_upon_thames_council_tax_reduction_individual_non_dep_deduction", + "kingston_upon_thames_council_tax_reduction_non_dep_deductions", + "land_and_buildings_transaction_tax", + "land_based_casino_net_losses", + "land_based_fixed_odds_betting_net_losses", + "land_transaction_tax", + "land_value", + "lbtt_liable", + "lbtt_on_non_residential_property_rent", + "lbtt_on_non_residential_property_transactions", + "lbtt_on_rent", + "lbtt_on_residential_property_rent", + "lbtt_on_residential_property_transactions", + "lbtt_on_transactions", + "left_pension_route_at_legacy_closure", + "legacy_benefits_closed", + "lha_renter_has_non_dependant", + "liable_for_share_of_household_rent", + "lifetime_isa_balance", + "lifetime_isa_bonus", + "lifetime_isa_countable_capital", + "lifetime_isa_first_time_buyer", + "lifetime_isa_months_since_first_payment", + "lifetime_isa_payments", + "lifetime_isa_terminally_ill", + "lifetime_isa_withdrawal_charge", + "lifetime_isa_withdrawals", + "lifetime_isa_withdrawals_towards_first_home", + "liquid_fuel_consumption", + "local_authority", + "local_bus_single_fare_share", + "local_bus_trips", + "local_bus_uncapped_single_fare", + "loss_relief", + "lottery_duty", + "lpg_kg", + "ltt_liable", + "ltt_on_non_residential_property_rent", + "ltt_on_non_residential_property_transactions", + "ltt_on_rent", + "ltt_on_residential_property_rent", + "ltt_on_residential_property_transactions", + "ltt_on_transactions", + "lump_sum_income", + "machine_games_duty", + "machine_games_higher_rate_net_takings", + "machine_games_lower_rate_net_takings", + "machine_games_standard_rate_net_takings", + "main_residence_value", + "main_residential_property_purchased", + "main_residential_property_purchased_is_first_home", + "main_residential_property_purchased_is_in_uk", + "main_residential_property_purchased_with_mortgage", + "maintenance_expenses", + "maintenance_income", + "maintenance_loan", + "maintenance_loan_candidate_benunit_income", + "maintenance_loan_eligible", + "maintenance_loan_entitled_to_benefits", + "maintenance_loan_has_sponsor", + "maintenance_loan_household_income", + "maintenance_loan_in_england_system", + "maintenance_loan_in_higher_education", + "maintenance_loan_living_arrangement", + "maintenance_loan_sponsor_income", + "marginal_tax_rate", + "marginal_tax_rate_on_capital_gains", + "marginal_tax_rate_wrt_employer_cost", + "marital_status", + "market_income", + "marriage_allowance", + "married_couples_allowance", + "married_couples_allowance_deduction", + "maternity_allowance", + "maternity_allowance_reported", + "max_free_entitlement_hours_used", + "maximum_extended_childcare_hours_usage", + "meals_included_in_rent", + "meets_child_tax_credit_criteria_for_targeted_childcare_entitlement", + "meets_housing_benefit_additional_earnings_disregard_conditions", + "meets_marriage_allowance_income_conditions", + "meets_pension_credit_age_conditions", + "meets_qualifying_young_person_age_condition_for_child_benefit", + "meets_qualifying_young_person_age_condition_for_child_tax_credit", + "meets_qualifying_young_person_age_condition_for_pension_credit", + "meets_qualifying_young_person_age_condition_for_universal_credit", + "meets_qualifying_young_person_education_or_training_condition_for_child_benefit", + "meets_qualifying_young_person_education_or_training_condition_for_child_tax_credit", + "meets_qualifying_young_person_education_or_training_condition_for_pension_credit", + "meets_qualifying_young_person_education_or_training_condition_for_universal_credit", + "meets_qualifying_young_person_entry_condition_for_child_benefit", + "meets_qualifying_young_person_entry_condition_for_child_tax_credit", + "meets_qualifying_young_person_entry_condition_for_pension_credit", + "meets_qualifying_young_person_entry_condition_for_universal_credit", + "meets_qualifying_young_person_terminal_date_condition_for_universal_credit", + "meets_savings_credit_age_requirement", + "meets_severe_disability_addition_residence_condition", + "meets_tax_credit_criteria_for_targeted_childcare_entitlement", + "meets_uc_higher_disabled_child_condition", + "meets_uc_minimum_age_condition", + "meets_universal_credit_criteria_for_targeted_childcare_entitlement", + "meets_working_tax_credit_criteria_for_targeted_childcare_entitlement", + "merton_council_tax_reduction", + "merton_council_tax_reduction_individual_non_dep_deduction", + "merton_council_tax_reduction_non_dep_deductions", + "minimum_guarantee", + "minimum_wage", + "minimum_wage_category", + "miscellaneous_consumption", + "miscellaneous_income", + "monthly_domestic_energy_consumption", + "monthly_ebr_energy_bills_credit", + "monthly_epg_consumption_level", + "monthly_epg_subsidy", + "monthly_ni_epg_subsidy", + "months_since_last_birthday", + "months_since_state_pension_age", + "mortgage", + "mortgage_capital_repayment", + "mortgage_debt", + "mortgage_interest_repayment", + "national_insurance", + "national_lottery_ticket_spending", + "natural_gas_kg", + "net_financial_wealth", + "net_income", + "net_income_before_trade_loss_relief", + "net_pay_pension_relief", + "net_wealth", + "new_state_pension", + "newham_council_tax_reduction", + "newham_council_tax_reduction_individual_non_dep_deduction", + "newham_council_tax_reduction_non_dep_deductions", + "nhs_a_and_e_spending", + "nhs_admitted_patient_spending", + "nhs_budget_change", + "nhs_outpatient_spending", + "nhs_spending", + "ni_class_1_employee", + "ni_class_1_employee_additional", + "ni_class_1_employee_primary", + "ni_class_1_employer", + "ni_class_1_income", + "ni_class_1_secondary_liable", + "ni_class_2", + "ni_class_3", + "ni_class_4", + "ni_class_4_liable", + "ni_class_4_loss_relief", + "ni_class_4_losses_brought_forward", + "ni_class_4_losses_carried_forward", + "ni_class_4_main", + "ni_class_4_maximum", + "ni_class_4_profits", + "ni_class_4_profits_before_losses", + "ni_class_4_trading_loss", + "ni_employee", + "ni_employer", + "ni_epg_full_rate_applies", + "ni_epg_subsidy_calculable", + "ni_liable", + "ni_self_employed", + "non_cash_isa_cash_interest", + "non_primary_residence_wealth_tax", + "non_residential_property_purchased", + "non_residential_property_secured_debt", + "non_residential_property_value", + "non_residential_rent", + "non_savings_income_after_allowances", + "non_savings_taxable_income", + "num_adults", + "num_bedrooms", + "num_carers", + "num_children", + "num_disabled_adults", + "num_disabled_children", + "num_disabled_claimants_or_partners_for_legacy_benefits", + "num_enhanced_disabled_adults", + "num_enhanced_disabled_children", + "num_enhanced_disabled_claimants_or_partners_for_legacy_benefits", + "num_relevant_children_for_housing_benefit_childcare", + "num_severely_disabled_adults", + "num_severely_disabled_children", + "num_vehicles", + "ons_tenure_type", + "original_weight", + "other_deductions", + "other_fermented_abv", + "other_fermented_draught_share", + "other_fermented_duty", + "other_fermented_litres", + "other_investment_income", + "other_local_bus_trips", + "other_public_spending_budget_change", + "other_residential_property_secured_debt", + "other_residential_property_value", + "other_spread_betting_net_losses", + "other_tax_credits", + "other_tobacco_grams_per_week", + "outpatient_visits", + "over_16", + "overlapping_state_pension", + "owned_company_capital", + "owned_company_carries_on_property_business", + "owned_company_carries_on_trade", + "owned_company_holding_value", + "owned_company_income_share", + "owned_company_intermediary_earnings_chapter", + "owned_company_intermediary_earnings_from_main_employment", + "owned_company_is_main_employment", + "owned_company_trade_assets", + "owned_land", + "owns_vehicle", + "oxford_council_tax_reduction", + "oxford_council_tax_reduction_individual_non_dep_deduction", + "oxford_council_tax_reduction_non_dep_deductions", + "parents_learning_allowance", + "parents_learning_allowance_course_eligible", + "parents_learning_allowance_dependent_children", + "parents_learning_allowance_eligible", + "parents_learning_allowance_household_income", + "partners_care_for_same_severely_disabled_person", + "partners_unused_personal_allowance", + "pawhp", + "pawhp_eligible", + "pays_rent_to_householder", + "pays_scottish_income_tax", + "pension_age_benefits_premiums", + "pension_age_severe_disability_premium", + "pension_age_winter_heating_payment", + "pension_annual_allowance", + "pension_annual_allowance_adjusted_income", + "pension_annual_allowance_chargeable_amount", + "pension_annual_allowance_taxable_lump_sum_death_benefits", + "pension_annual_allowance_threshold_income", + "pension_contributions", + "pension_contributions_for_annual_allowance", + "pension_contributions_relief", + "pension_contributions_via_bonus_sacrifice", + "pension_contributions_via_salary_sacrifice", + "pension_contributions_via_salary_sacrifice_adjusted", + "pension_contributions_via_salary_sacrifice_from_pay", + "pension_contributions_via_salary_sacrifice_pre_2015", + "pension_credit", + "pension_credit_assessable_capital", + "pension_credit_deemed_income", + "pension_credit_earnings", + "pension_credit_earnings_disregard", + "pension_credit_employment_income_tax", + "pension_credit_entitlement", + "pension_credit_income", + "pension_credit_income_tax_without_earnings", + "pension_credit_income_tax_without_employment_income", + "pension_credit_reported", + "pension_credit_reported_capital", + "pension_credit_self_employment_deductions", + "pension_credit_self_employment_income_tax", + "pension_credit_war_pension_income", + "pension_credit_widowed_parents_allowance_income", + "pension_income", + "people", + "person_benunit_id", + "person_benunit_role", + "person_bus_fare_spending", + "person_household_id", + "person_household_role", + "person_id", + "person_legacy_benefits_closed", + "person_weight", + "personal_allowance", + "personal_pension_contributions", + "personal_pension_contributions_tax", + "personal_rent", + "petrol_litres", + "petrol_price", + "petrol_spending", + "pip", + "pip_dl", + "pip_dl_category", + "pip_dl_points", + "pip_m", + "pip_m_category", + "pip_m_points", + "plan_1_interest_rate", + "plan_2_interest_rate", + "plan_4_interest_rate", + "plan_5_interest_rate", + "pool_betting_duty", + "pool_betting_net_receipts", + "post_tax_income", + "postgraduate_interest_rate", + "poverty_gap", + "poverty_gap_ahc", + "poverty_gap_bhc", + "poverty_line", + "poverty_line_ahc", + "poverty_line_bhc", + "poverty_threshold_ahc", + "poverty_threshold_bhc", + "poverty_threshold_fye2011_ahc", + "poverty_threshold_fye2011_bhc", + "pre_budget_change_household_benefits", + "pre_budget_change_household_net_income", + "pre_budget_change_household_tax", + "pre_budget_change_ons_household_income_decile", + "private_pension_income", + "private_pension_wealth", + "private_school_vat", + "private_school_vat_change", + "private_transfer_income", + "property_allowable_expenses", + "property_allowance_deduction", + "property_allowance_deduction_if_used", + "property_finance_cost_relief", + "property_finance_costs", + "property_finance_costs_brought_forward", + "property_finance_costs_carried_forward", + "property_finance_costs_relievable", + "property_finance_costs_relieved", + "property_income", + "property_income_after_finance_costs", + "property_income_tax", + "property_purchased", + "property_receipts_within_allowance", + "property_rental_income", + "property_wealth", + "qualifies_for_apprentice_minimum_wage", + "rail_subsidy_spending", + "rail_usage", + "raw_person_weight", + "real_hbai_household_net_income", + "real_hbai_household_net_income_ahc", + "real_household_net_income", + "real_household_net_income_ahc", + "received_allowances", + "received_allowances_dividend_income", + "received_allowances_earned_income", + "received_allowances_savings_income", + "receives_benefits_in_own_right", + "receives_carer_benefit", + "receives_carer_support_payment", + "receives_carers_allowance", + "receives_enhanced_pip_dl", + "receives_highest_dla_sc", + "receives_limited_capability_for_work_credits", + "receives_severe_disability_addition_qualifying_benefit", + "receives_severe_disability_premium_qualifying_benefit", + "receives_uc_carer_element", + "receives_uc_with_limited_capability_for_work", + "recreation_consumption", + "reduced_rate_vat_consumption", + "region", + "relation_type", + "relative_capital_gains_mtr_change", + "relative_capital_gains_retention_rate_change", + "relative_income_change", + "relative_wage_change", + "remote_gaming_duty", + "remote_gaming_net_losses", + "remote_other_betting_net_losses", + "remote_uk_horseracing_betting_net_losses", + "rent", + "rent_paid_as_boarder", + "rent_paid_as_lodger", + "residential_property_value", + "restaurants_and_hotels_consumption", + "role", + "salary_sacrifice_broad_base_haircut", + "salary_sacrifice_pension_ni_employee", + "salary_sacrifice_pension_ni_employer", + "salary_sacrifice_pension_ni_excess", + "salary_sacrifice_returned_to_income", + "savings", + "savings_allowance", + "savings_credit", + "savings_credit_income", + "savings_income_tax", + "savings_interest_income", + "savings_starter_rate_income", + "scottish_carer_supplement", + "scottish_child_payment", + "scottish_funded_early_learning_childcare_eligible", + "scottish_funded_early_learning_childcare_start_date_reached", + "sda", + "sda_reported", + "sdlt_liable", + "sdlt_on_non_residential_property_rent", + "sdlt_on_non_residential_property_transactions", + "sdlt_on_rent", + "sdlt_on_residential_property_rent", + "sdlt_on_residential_property_transactions", + "sdlt_on_transactions", + "self_employment_gross_receipts", + "self_employment_income", + "severe_disability_minimum_guarantee_addition", + "severe_disability_premium", + "severe_disability_premium_before_non_dependant_test", + "severe_disability_premium_joint_occupier_exclusion_applies", + "share_like_capital", + "share_of_household_rent", + "shareholding", + "sic_industry_division", + "simulated_council_tax", + "simulated_council_tax_less_discounts", + "simulated_council_tax_reduction_benunit", + "social_security_income", + "solid_fuel_consumption", + "sparkling_cider_abv", + "sparkling_cider_draught_share", + "sparkling_cider_duty", + "sparkling_cider_litres", + "spi_imputed", + "spirits_abv", + "spirits_draught_share", + "spirits_duty", + "spirits_litres", + "spousal_maintenance_income", + "squared_poverty_gap_ahc", + "squared_poverty_gap_bhc", + "ssmg", + "ssmg_reported", + "stamp_duty_land_tax", + "standard_minimum_guarantee", + "stands_as_sole_owner_or_partner_of_company", + "state_pension", + "state_pension_age", + "state_pension_age_date", + "state_pension_credit_qualifying_age", + "state_pension_reported", + "state_pension_type", + "statutory_maternity_pay", + "statutory_paternity_pay", + "statutory_sick_pay", + "stocks_and_shares_isa", + "structural_insurance_payments", + "student_loan_balance", + "student_loan_interest_rate", + "student_loan_plan", + "student_loan_repayment", + "student_loan_repayment_rate", + "student_loan_repayments", + "student_loans", + "student_payments", + "sublet_income", + "substitution_elasticity_lsr", + "targeted_childcare_entitlement", + "targeted_childcare_entitlement_eligible", + "tax", + "tax_band", + "tax_credit_award", + "tax_credits", + "tax_credits_applicable_income", + "tax_credits_current_year_income", + "tax_credits_reduction", + "tax_free_childcare", + "tax_free_childcare_caring_or_incapacity_benefit", + "tax_free_childcare_child_age_eligible", + "tax_free_childcare_eligible", + "tax_free_childcare_eligible_declaration_periods", + "tax_free_childcare_expected_declaration_period_income", + "tax_free_childcare_meets_income_requirements", + "tax_free_childcare_meets_uk_connection", + "tax_free_childcare_on_adoption_leave", + "tax_free_childcare_on_carers_leave", + "tax_free_childcare_on_qualifying_leave", + "tax_free_childcare_on_shared_parental_leave", + "tax_free_childcare_program_eligible", + "tax_free_childcare_qualifying_child", + "tax_free_childcare_regarded_as_in_paid_work", + "tax_free_childcare_self_employment_start_up_period", + "tax_free_childcare_spend_routed_share", + "tax_free_childcare_treated_as_in_work", + "tax_free_childcare_uses_qualifying_provider", + "tax_free_childcare_work_condition", + "tax_free_savings_income", + "tax_modelling", + "tax_reported", + "taxable_dividend_income", + "taxable_employment_income", + "taxable_miscellaneous_income", + "taxable_pension_income", + "taxable_property_income", + "taxable_property_income_after_allowances", + "taxable_savings_interest_income", + "taxable_self_employment_income", + "taxable_social_security_income", + "taxed_dividend_income", + "taxed_income", + "taxed_savings_income", + "tenure_type", + "tobacco_duty", + "total_income", + "total_income_charged_to_tax", + "total_national_insurance", + "total_pension_income", + "total_wealth", + "trade_loss_relief_against_general_income", + "trade_loss_relief_against_savings_and_dividends", + "trading_allowance_deduction", + "trading_loss", + "transport_consumption", + "travel_grant", + "travel_grant_abroad_placement", + "travel_grant_clinical_placement", + "travel_grant_eligible", + "travel_grant_eligible_expenses", + "travel_grant_household_income", + "travel_grant_income_assessed_support", + "travel_grant_receives_means_tested_nhs_bursary", + "tv_licence", + "tv_licence_discount", + "tv_licence_free_licence_share", + "tv_licence_required", + "two_child_limit_payment", + "uc_LCWRA_element", + "uc_LHA_cap", + "uc_advance_repayment_amount", + "uc_assessable_capital", + "uc_benefit_cap", + "uc_benefit_cap_earnings_exception_threshold", + "uc_benefit_cap_reduction", + "uc_benefit_cap_reduction_after_floor", + "uc_carer_element", + "uc_carer_element_included_for_claimant", + "uc_child_element", + "uc_child_index", + "uc_child_limit_disregarded", + "uc_child_limit_exception", + "uc_child_limit_position", + "uc_childcare_element", + "uc_childcare_element_claimed", + "uc_childcare_element_eligible_children", + "uc_childcare_treated_as_in_paid_work", + "uc_childcare_work_condition", + "uc_claimant_company_holding_disregard", + "uc_company_capital", + "uc_company_gainful_self_employment", + "uc_company_holding_disregard", + "uc_company_intermediary_exclusion_applies", + "uc_company_owner_treatment_applies", + "uc_company_self_employed_earnings", + "uc_deduction_combination", + "uc_deduction_random_draw", + "uc_deduction_rate", + "uc_deduction_type_random_draw", + "uc_deductions", + "uc_disability_elements", + "uc_earned_income", + "uc_earned_income_before_work_allowance", + "uc_expected_hours", + "uc_has_deduction", + "uc_has_offer_of_paid_work_starting_by_end_of_next_assessment_period", + "uc_housing_costs_element", + "uc_income_reduction", + "uc_income_tax_on_earnings", + "uc_income_tax_on_trade", + "uc_individual_child_element", + "uc_individual_disabled_child_element", + "uc_individual_earned_income", + "uc_individual_earned_income_before_mif", + "uc_individual_non_dep_deduction", + "uc_individual_non_dep_deduction_eligible", + "uc_individual_severely_disabled_child_element", + "uc_is_adopter_in_first_year", + "uc_is_child_born_before_child_limit", + "uc_is_child_limit_affected", + "uc_is_foster_parent_or_new_friend_or_family_carer", + "uc_is_in_gainful_self_employment", + "uc_is_in_pregnancy_or_post_confinement_period", + "uc_is_in_startup_period", + "uc_is_ineligible_partner", + "uc_is_responsible_carer", + "uc_is_responsible_foster_parent_of_child_under_one", + "uc_is_student_with_no_work_related_requirements", + "uc_is_temporarily_absent_from_claimant_household", + "uc_latent_deduction_rate", + "uc_limited_capability_for_WRA", + "uc_limited_capability_for_work", + "uc_maximum_amount", + "uc_maximum_childcare_element_amount", + "uc_maximum_reduction", + "uc_member_of_couple_claims_as_single_person", + "uc_mif_applies", + "uc_migrated", + "uc_minimum_income_floor", + "uc_minimum_income_floor_gross", + "uc_minimum_income_floor_income_tax", + "uc_minimum_income_floor_national_insurance", + "uc_national_insurance_on_earnings", + "uc_national_insurance_on_trade", + "uc_non_dep_deduction_exempt", + "uc_non_dep_deductions", + "uc_non_dep_receives_pension_credit", + "uc_non_dependants_counted", + "uc_non_residential_property_capital", + "uc_other_residential_property_capital", + "uc_property_capital", + "uc_receives_new_claimant_health_element", + "uc_reported_capital", + "uc_standard_allowance", + "uc_standard_allowance_claimant_type", + "uc_tariff_income", + "uc_trading_losses_set_against_profits", + "uc_unable_to_provide_childcare", + "uc_unearned_carer_support_payment", + "uc_unearned_income", + "uc_work_allowance", + "uc_work_related_group_apart_from_earnings", + "uc_youngest_child_age", + "uncapped_BRMA_LHA_rate", + "unit_and_investment_trusts", + "universal_childcare_entitlement", + "universal_childcare_entitlement_eligible", + "universal_credit", + "universal_credit_pre_benefit_cap", + "universal_credit_reported", + "unused_pension_annual_allowance", + "unused_personal_allowance", + "uses_energy_prepayment_meter", + "uses_property_allowance", + "vat", + "vat_change", + "vehicle_excise_duty", + "wales_childcare_offer", + "wales_childcare_offer_eligible", + "wales_childcare_offer_parent_condition", + "wales_childcare_offer_per_child", + "wales_childcare_offer_qualifying_child", + "war_widows_pension", + "war_widows_pension_reported", + "warm_home_discount", + "warm_home_discount_random_draw", + "water_and_sewerage_charges", + "wealth_tax", + "weekly_childcare_expenses", + "weekly_hours", + "westminster_council_tax_reduction", + "westminster_council_tax_reduction_individual_non_dep_deduction", + "westminster_council_tax_reduction_non_dep_deductions", + "widowed_parents_allowance", + "widowed_parents_allowance_reported", + "wine_abv", + "wine_draught_share", + "wine_duty", + "wine_litres", + "winter_fuel_allowance", + "winter_fuel_allowance_reported", + "winter_fuel_payment", + "winter_fuel_payment_charge", + "winter_fuel_payment_charge_ceiling", + "winter_fuel_payment_eligible", + "working_age_benefits_premiums", + "working_tax_credit", + "working_tax_credit_pre_minimum", + "working_tax_credit_reported", + "working_tax_credit_run_on", + "would_claim_CTC", + "would_claim_IS", + "would_claim_WTC", + "would_claim_adult_dependants_grant", + "would_claim_bursary_fund_16_to_19", + "would_claim_care_to_learn", + "would_claim_carers_allowance", + "would_claim_child_benefit", + "would_claim_childcare_grant", + "would_claim_council_tax_reduction", + "would_claim_disabled_students_allowance", + "would_claim_extended_childcare", + "would_claim_housing_benefit", + "would_claim_marriage_allowance", + "would_claim_parents_learning_allowance", + "would_claim_pc", + "would_claim_scp", + "would_claim_targeted_childcare", + "would_claim_tfc", + "would_claim_travel_grant", + "would_claim_uc", + "would_claim_uc_at_legacy_closure", + "would_claim_uc_childcare", + "would_claim_universal_childcare", + "would_claim_wales_childcare_offer", + "would_evade_tv_licence_fee", + "would_receive_warm_home_discount", + "wtc_entitlement", + "youngest_adult_age", + "youngest_child_age", + "youngest_child_age_for_legacy_benefits", + "youngest_claimant_or_partner_age" + ], + "model_version": "2.162.14", + "never_modelled_columns": [ + "age_left_full_time_education", + "atomic_area_basis", + "atomic_area_code", + "atomic_area_system", + "benunit_build_id", + "benunit_source_id", + "benunit_support_channel", + "benunit_support_clone_index", + "capital_gains_asset_type", + "cgt_residential_clone_index", + "cgt_residential_probability", + "cgt_support_copies", + "cgt_support_copy_index", + "clone_index", + "constituency_code_oa", + "contributory_benefits_annual_share", + "council_tax_rebate", + "council_tax_reported", + "council_tax_single_adult_raw", + "dependent_children", + "employment_income_annual_share", + "employment_income_other_spells", + "esa_health_condition_proxy", + "esa_support_group_proxy", + "free_school_breakfasts", + "frs_benunit_capital", + "geography_household_key", + "has_fuel_consumption", + "high_value_support_copies", + "high_value_support_copy_index", + "hmrc_spi_assessable_income", + "hmrc_spi_employed_income", + "hmrc_spi_employment_benefits", + "hmrc_spi_employment_expenses", + "hmrc_spi_incapacity_benefit_income", + "hmrc_spi_miscellaneous_employment_income", + "hmrc_spi_other_income", + "hmrc_spi_other_social_security_income", + "hmrc_spi_pay", + "hmrc_spi_state_pension_income", + "hmrc_spi_taxable_termination_pay", + "hmrc_spi_total_earned_income", + "hmrc_spi_total_investment_income", + "hmrc_spi_unemployment_benefit_income", + "household_build_id", + "household_is_capital_gains_clone", + "household_is_cgt_residential_clone", + "household_is_cgt_support_copy", + "household_is_high_value_support_copy", + "household_is_spi_income_band_donor", + "household_is_spi_synthetic", + "household_local_bus_trips", + "household_source_id", + "household_support_channel", + "household_support_clone_index", + "itl1_code", + "itl2_code", + "itl3_code", + "la_code_oa", + "legacy_jobseeker_proxy", + "local_bus_use_band", + "lsoa_code", + "msoa_code", + "oa_code", + "ons_family_index", + "ons_family_role", + "ons_household_type", + "ossben_identifiable_subset", + "person_build_id", + "person_is_spi_income_band_carrier", + "person_is_spi_income_recipient", + "person_source_id", + "person_support_channel", + "person_support_clone_index", + "private_pension_income_annual_share", + "region_code_oa", + "relationship_to_head", + "reports_outstanding_student_loan", + "salary_sacrifice_asked", + "salary_sacrifice_reported", + "self_employment_income_annual_share", + "self_employment_income_other_spells", + "source_household_id", + "source_household_key", + "source_year", + "spi_income_band_donor_lower_bound", + "srp_regular_code5", + "subrent", + "ward_code" + ], + "regional_manifest_sha256": "20e8ade9e5225147fffff52bd09f3bea506dbced886dae6c099f14ce3b72e996", + "regional_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-dense-20261027T154955Z-6528c865/releases/microcosm-uk-2024-25-dense/release_manifest.json", + "schema_version": 2 + }, + "limitations": [ + "The audit's baseline is the policyengine-uk 2.162.12 release on PyPI, which lacks #2695; the cut was built from #2695's head (b71ce793), whose package code 2.162.14 releases unchanged. #2695 adds no input and changes no result." + ], + "never_modelled_columns": [ + "age_left_full_time_education", + "atomic_area_basis", + "atomic_area_code", + "atomic_area_system", + "benunit_build_id", + "benunit_source_id", + "benunit_support_channel", + "benunit_support_clone_index", + "capital_gains_asset_type", + "cgt_residential_clone_index", + "cgt_residential_probability", + "cgt_support_copies", + "cgt_support_copy_index", + "clone_index", + "constituency_code_oa", + "contributory_benefits_annual_share", + "council_tax_rebate", + "council_tax_reported", + "council_tax_single_adult_raw", + "dependent_children", + "employment_income_annual_share", + "employment_income_other_spells", + "esa_health_condition_proxy", + "esa_support_group_proxy", + "free_school_breakfasts", + "frs_benunit_capital", + "geography_household_key", + "has_fuel_consumption", + "high_value_support_copies", + "high_value_support_copy_index", + "hmrc_spi_assessable_income", + "hmrc_spi_employed_income", + "hmrc_spi_employment_benefits", + "hmrc_spi_employment_expenses", + "hmrc_spi_incapacity_benefit_income", + "hmrc_spi_miscellaneous_employment_income", + "hmrc_spi_other_income", + "hmrc_spi_other_social_security_income", + "hmrc_spi_pay", + "hmrc_spi_state_pension_income", + "hmrc_spi_taxable_termination_pay", + "hmrc_spi_total_earned_income", + "hmrc_spi_total_investment_income", + "hmrc_spi_unemployment_benefit_income", + "household_build_id", + "household_is_capital_gains_clone", + "household_is_cgt_residential_clone", + "household_is_cgt_support_copy", + "household_is_high_value_support_copy", + "household_is_spi_income_band_donor", + "household_is_spi_synthetic", + "household_local_bus_trips", + "household_source_id", + "household_support_channel", + "household_support_clone_index", + "itl1_code", + "itl2_code", + "itl3_code", + "la_code_oa", + "legacy_jobseeker_proxy", + "local_bus_use_band", + "lsoa_code", + "msoa_code", + "oa_code", + "ons_family_index", + "ons_family_role", + "ons_household_type", + "ossben_identifiable_subset", + "person_build_id", + "person_is_spi_income_band_carrier", + "person_is_spi_income_recipient", + "person_source_id", + "person_support_channel", + "person_support_clone_index", + "private_pension_income_annual_share", + "region_code_oa", + "relationship_to_head", + "reports_outstanding_student_loan", + "salary_sacrifice_asked", + "salary_sacrifice_reported", + "self_employment_income_annual_share", + "self_employment_income_other_spells", + "source_household_id", + "source_household_key", + "source_year", + "spi_income_band_donor_lower_bound", + "srp_regular_code5", + "subrent", + "ward_code" + ], + "regional_manifest_sha256": "20e8ade9e5225147fffff52bd09f3bea506dbced886dae6c099f14ce3b72e996", + "regional_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-dense-20261027T154955Z-6528c865/releases/microcosm-uk-2024-25-dense/release_manifest.json", + "stored_columns": "auditor_attested" + } + }, + "rdfs:comment": "Certification of build microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6 for policyengine-uk 2.162.14.", "trov:accessedArrangement": { "@id": "arrangement/1" }, - "trov:startedAtTime": "2026-10-25T10:57:31.393341+00:00", + "trov:startedAtTime": "2026-10-28T08:17:54.932265+00:00", "trov:wasConductedBy": { "@id": "trs" } diff --git a/src/policyengine/data/bundle/us.trace.tro.jsonld b/src/policyengine/data/bundle/us.trace.tro.jsonld index 736befb3..f28217c5 100644 --- a/src/policyengine/data/bundle/us.trace.tro.jsonld +++ b/src/policyengine/data/bundle/us.trace.tro.jsonld @@ -74,7 +74,7 @@ "@type": "trov:ResearchArtifact", "schema:name": "policyengine.py bundle manifest for us", "trov:mimeType": "application/json", - "trov:sha256": "ab60903b390e7a765ea6558ec5e2d8fa5aede06b6f735fbf4e4c96109ffd1617" + "trov:sha256": "fd7cc473082cc001f0decbfa28c11d20ee2701dd37149e721d68b8e6c0258b13" }, { "@id": "composition/1/artifact/data_release_manifest", @@ -101,7 +101,7 @@ "trov:hasFingerprint": { "@id": "composition/1/fingerprint", "@type": "trov:CompositionFingerprint", - "trov:sha256": "32ec60360207018ea3b10f7116b5c63accfb9b61c4dce372db2784687ac79f7b" + "trov:sha256": "514178801daa8b05ee7b20054cd0e4f5b166b4dcf1e5607c8100cc9ec5fd1c53" } }, "trov:hasPerformance": { diff --git a/tests/test_models.py b/tests/test_models.py index c057a519..0682af8a 100644 --- a/tests/test_models.py +++ b/tests/test_models.py @@ -43,13 +43,13 @@ def test_has_release_manifest_metadata(self): assert uk_latest.release_manifest is not None assert uk_latest.release_manifest.country_id == "uk" assert uk_latest.model_package.name == "policyengine-uk" - assert uk_latest.model_package.version == "2.151.0" + assert uk_latest.model_package.version == "2.162.14" assert uk_latest.data_package.name == "microcosm-data" assert uk_latest.data_package.version == "0.1.0" assert ( uk_latest.default_dataset_uri == "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5" - "@microcosm-uk-2024-25-national-20261025T091414Z-a6299504" + "@microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6" ) def test_has_hundreds_of_parameters(self): diff --git a/tests/test_release_manifests.py b/tests/test_release_manifests.py index abc8b1a2..737bf166 100644 --- a/tests/test_release_manifests.py +++ b/tests/test_release_manifests.py @@ -73,13 +73,13 @@ "hf://policyengine/populace-us/populace_us_2024_acs_local.h5" f"@{US_LOCAL_AREA_RELEASE_ID}" ) -UK_MODEL_VERSION = "2.151.0" -UK_BUILT_WITH_MODEL_VERSION = "2.151.0" +UK_MODEL_VERSION = "2.162.14" +UK_BUILT_WITH_MODEL_VERSION = "2.162.14" UK_DATA_RELEASE_VERSION = "0.1.0" -UK_DATA_RELEASE_ID = "microcosm-uk-2024-25-national-20261025T091414Z-a6299504" -UK_DATA_RELEASE_REVISION = "microcosm-uk-2024-25-national-20261025T091414Z-a6299504" +UK_DATA_RELEASE_ID = "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6" +UK_DATA_RELEASE_REVISION = "microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6" UK_DATA_RELEASE_PATH = "releases/microcosm-uk-2024-25-national/release_manifest.json" -UK_LOCAL_AREA_RELEASE_ID = "microcosm-uk-2024-25-dense-20261026T105309Z-c9df4b86" +UK_LOCAL_AREA_RELEASE_ID = "microcosm-uk-2024-25-dense-20261027T154955Z-6528c865" # The prior certified default (policyengine-uk-data 1.58.1), kept resolvable # via dataset_overlays. UK_EFRS_DATASET_URI = ( diff --git a/tests/test_uk_regions.py b/tests/test_uk_regions.py index f1e7e716..a37d8a2e 100644 --- a/tests/test_uk_regions.py +++ b/tests/test_uk_regions.py @@ -24,11 +24,11 @@ # release its constituency and local-authority regions are routed to. UK_CERTIFIED_NATIONAL_URI = ( "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5" - "@microcosm-uk-2024-25-national-20261025T091414Z-a6299504" + "@microcosm-uk-2024-25-national-20261028T061416Z-3c0d11b6" ) UK_CERTIFIED_LOCAL_AREA_URI = ( "hf://policyengine/populace-uk-private/microcosm_uk_2024_25_dense.h5" - "@microcosm-uk-2024-25-dense-20261026T105309Z-c9df4b86" + "@microcosm-uk-2024-25-dense-20261027T154955Z-6528c865" ) UK_AREA_REGION_COUNT = 650 + 361 diff --git a/uv.lock b/uv.lock index 0ba45462..d57bc2ad 100644 --- a/uv.lock +++ b/uv.lock @@ -1894,9 +1894,9 @@ requires-dist = [ { name = "policyengine-core", marker = "extra == 'models'", specifier = "==3.33.3" }, { name = "policyengine-core", marker = "extra == 'uk'", specifier = "==3.33.3" }, { name = "policyengine-core", marker = "extra == 'us'", specifier = "==3.33.3" }, - { name = "policyengine-uk", marker = "extra == 'dev'", specifier = "==2.151.0" }, - { name = "policyengine-uk", marker = "extra == 'models'", specifier = "==2.151.0" }, - { name = "policyengine-uk", marker = "extra == 'uk'", specifier = "==2.151.0" }, + { name = "policyengine-uk", marker = "extra == 'dev'", specifier = "==2.162.14" }, + { name = "policyengine-uk", marker = "extra == 'models'", specifier = "==2.162.14" }, + { name = "policyengine-uk", marker = "extra == 'uk'", specifier = "==2.162.14" }, { name = "policyengine-us", marker = "extra == 'dev'", specifier = "==2.2.1" }, { name = "policyengine-us", marker = "extra == 'models'", specifier = "==2.2.1" }, { name = "policyengine-us", marker = "extra == 'us'", specifier = "==2.2.1" }, @@ -1946,7 +1946,7 @@ wheels = [ [[package]] name = "policyengine-uk" -version = "2.151.0" +version = "2.162.14" source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "microdf-python" }, @@ -1954,9 +1954,9 @@ dependencies = [ { name = "pydantic" }, { name = "tables" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/8f/b4/4a4ccbca68518d3e433d2d00c7e35fe136239a8ae2baf59324637a941f97/policyengine_uk-2.151.0.tar.gz", hash = "sha256:93bc378cad973244e7e3854d7a3a35e1011d381895d029b6996f14b32c240fd1", size = 3316516, upload-time = "2026-10-23T22:35:26.619Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d9/09/22249c0c817639a30afb8f1c10689800a8eb24b9ddf576172a97b749bdf0/policyengine_uk-2.162.14.tar.gz", hash = "sha256:af9c465536dbb621347e339bcfc4ca851f3c4592a626b207773c342f93d847c8", size = 3786756, upload-time = "2026-10-27T22:43:11.412Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/42/15/610c6825ed934d4338a42707b8c021e5627738e68224b6672df94770295c/policyengine_uk-2.151.0-py3-none-any.whl", hash = "sha256:5722f55aca3eb88e1a228e95e1a57e3bd70a4d530a5a000991565ebd8955ce35", size = 4896964, upload-time = "2026-10-23T22:35:24.116Z" }, + { url = "https://files.pythonhosted.org/packages/32/b3/1b080bd095e486144e848b3bdc2d145cdd0390bab4027eda5c6caab68715/policyengine_uk-2.162.14-py3-none-any.whl", hash = "sha256:9538009f3cd83fe12c2a2ece6bd3348b477e99f9e61abf28e21bd20fc9b300d1", size = 5502702, upload-time = "2026-10-27T22:43:08.839Z" }, ] [[package]] From 6756605685bdf7197f8093953a7e68da79cec67a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Wed, 28 Oct 2026 08:27:59 +0000 Subject: [PATCH 2/2] Regenerate the household calculator snapshots on policyengine-uk 2.162.14 PE_UPDATE_SNAPSHOTS=1 on the certified bundle. The UK households and the model surface move with the model; the US snapshots are unchanged. Co-Authored-By: Claude Opus 5.5 --- .../household_calculator_snapshots/uk_couple_two_kids.json | 6 +++--- .../household_calculator_snapshots/uk_model_surface.json | 4 ++-- .../uk_single_adult_no_income.json | 4 ++-- .../uk_single_parent_one_child.json | 4 ++-- 4 files changed, 9 insertions(+), 9 deletions(-) diff --git a/tests/fixtures/household_calculator_snapshots/uk_couple_two_kids.json b/tests/fixtures/household_calculator_snapshots/uk_couple_two_kids.json index 2d539470..967efd45 100644 --- a/tests/fixtures/household_calculator_snapshots/uk_couple_two_kids.json +++ b/tests/fixtures/household_calculator_snapshots/uk_couple_two_kids.json @@ -13,13 +13,13 @@ "household.equiv_hbai_household_net_income": 52510.29, "household.fuel_duty": 0.0, "household.hbai_household_net_income": 73514.4, - "household.household_benefits": 9872.8, + "household.household_benefits": 10743.0, "household.household_count_people": 4.0, - "household.household_gross_income": 99872.8, + "household.household_gross_income": 100743.0, "household.household_id": 0.0, "household.household_income_decile": 10.0, "household.household_market_income": 90000.0, - "household.household_net_income": 80869.8, + "household.household_net_income": 81740.0, "household.household_tax": 19003.0, "household.household_wealth_decile": 10.0, "household.household_weight": 1.0, diff --git a/tests/fixtures/household_calculator_snapshots/uk_model_surface.json b/tests/fixtures/household_calculator_snapshots/uk_model_surface.json index c926e1f2..4276bb37 100644 --- a/tests/fixtures/household_calculator_snapshots/uk_model_surface.json +++ b/tests/fixtures/household_calculator_snapshots/uk_model_surface.json @@ -5,7 +5,7 @@ "has_income_tax": true, "has_region_registry": true, "model_package_name": "policyengine-uk", - "num_parameters_bucketed_100s": 42, - "num_variables_bucketed_100s": 12, + "num_parameters_bucketed_100s": 44, + "num_variables_bucketed_100s": 13, "region_registry_country": "uk" } diff --git a/tests/fixtures/household_calculator_snapshots/uk_single_adult_no_income.json b/tests/fixtures/household_calculator_snapshots/uk_single_adult_no_income.json index 2dba151c..9e0e58a1 100644 --- a/tests/fixtures/household_calculator_snapshots/uk_single_adult_no_income.json +++ b/tests/fixtures/household_calculator_snapshots/uk_single_adult_no_income.json @@ -10,9 +10,9 @@ "benunit.universal_credit": 5098.8, "benunit.working_tax_credit": 0.0, "household.council_tax": 0.0, - "household.equiv_hbai_household_net_income": 7610.15, + "household.equiv_hbai_household_net_income": 7834.03, "household.fuel_duty": 0.0, - "household.hbai_household_net_income": 5098.8, + "household.hbai_household_net_income": 5248.8, "household.household_benefits": 5098.8, "household.household_count_people": 1.0, "household.household_gross_income": 5098.8, diff --git a/tests/fixtures/household_calculator_snapshots/uk_single_parent_one_child.json b/tests/fixtures/household_calculator_snapshots/uk_single_parent_one_child.json index 3c4e5025..adc16c6a 100644 --- a/tests/fixtures/household_calculator_snapshots/uk_single_parent_one_child.json +++ b/tests/fixtures/household_calculator_snapshots/uk_single_parent_one_child.json @@ -10,9 +10,9 @@ "benunit.universal_credit": 1596.3, "benunit.working_tax_credit": 0.0, "household.council_tax": 0.0, - "household.equiv_hbai_household_net_income": 28186.78, + "household.equiv_hbai_household_net_income": 28359.19, "household.fuel_duty": 0.0, - "household.hbai_household_net_income": 24522.5, + "household.hbai_household_net_income": 24672.5, "household.household_benefits": 3002.9, "household.household_count_people": 2.0, "household.household_gross_income": 28002.9,