From 5966267318abbe9572b0cdc9fa416bb4ad15ce6d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Sun, 1 Nov 2026 11:18:40 +0000 Subject: [PATCH 1/8] Certify the microcosm#1428 national on policyengine-uk 2.164.2 (0a4c8e2c national, 6528c865 local area) One certify-data run: the national microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c certifies on its own build (policyengine-uk 2.164.2); the local-area cut microcosm-uk-2024-25-dense-20261027T154955Z-6528c865 routes on the accepted model mismatch, with its input surface re-audited for 2.164.2 (no dropped column; five inputs added after 2.162.12 take their defaults). Also the relock, the release lock, the TROs, the certified test constants and the changelog fragment. Co-Authored-By: Claude Opus 5.5 --- ...ional-20261031T181401Z-0a4c8e2c.changed.md | 1 + pyproject.toml | 6 +- src/policyengine/data/bundle/manifest.json | 4420 ++++++++++++++++- .../data/bundle/uk.trace.tro.jsonld | 4378 +++++++++++++++- .../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, 8767 insertions(+), 72 deletions(-) create mode 100644 changelog.d/certify-uk-microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c.changed.md diff --git a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c.changed.md b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c.changed.md new file mode 100644 index 00000000..cd3a1b06 --- /dev/null +++ b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c.changed.md @@ -0,0 +1 @@ +Certify Microcosm UK for policyengine-uk 2.164.2: the national `microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c` (`microcosm_uk_2024_25`), built with 2.164.2 from PolicyEngine/microcosm#1428, 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, so it is routed on an accepted model mismatch with an audited input surface: no dropped column, and five inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, and Housing Benefit's permitted-work disregard). The UK model pin moves from 2.151.0 to 2.164.2. diff --git a/pyproject.toml b/pyproject.toml index cc42e18b..0649edc6 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==2.164.2", "spm-calculator==1.0.0", ] uk = [ "policyengine-core==3.33.3", - "policyengine-uk==2.151.0", + "policyengine-uk==2.164.2", ] 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==2.164.2", "spm-calculator==1.0.0", ] diff --git a/src/policyengine/data/bundle/manifest.json b/src/policyengine/data/bundle/manifest.json index ee3822cf..471e1920 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-20261031T181401Z-0a4c8e2c", "bundle_id": "uk-6.11.1", "certification": { - "built_with_model_version": "2.151.0", + "built_with_model_version": "2.164.2", "certified_by": "policyengine.py bundle certification", - "certified_for_model_version": "2.151.0", + "certified_for_model_version": "2.164.2", "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-20261031T181401Z-0a4c8e2c" }, "certified_data_artifact": { - "build_id": "microcosm-uk-2024-25-national-20261025T091414Z-a6299504", + "build_id": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", "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": "f8543876415f47819f56094c71ca4dab4cad6dcb2ba3a13b97f6982e38444c9e", + "uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c" }, "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-20261031T181401Z-0a4c8e2c", "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-20261031T181401Z-0a4c8e2c", + "sha256": "ce1b6c87852d53f9783f1671c14643aab49079975f1efff86a5b54ea989ca9b5" }, "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-20261031T181401Z-0a4c8e2c", + "sha256": "f8543876415f47819f56094c71ca4dab4cad6dcb2ba3a13b97f6982e38444c9e" }, "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-20261031T181401Z-0a4c8e2c", + "sha256": "cf82d34a5eabbcd1a607b7475878133d77e64f3a7ae45bac9531d8ccaa427f5e" }, "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-20261031T181401Z-0a4c8e2c", + "sha256": "09ed917bfdaaa6bce1c5d947221cbe6f78342761977f0cbc37db4cf1d3654d7c" }, "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-20261031T181401Z-0a4c8e2c", + "sha256": "357bcfb218819d70e73d8b75c136f9c60f9fdadb9c2fcadfb3c41b42312bce5c" }, "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-20261031T181401Z-0a4c8e2c", + "sha256": "81873b01725555887c436698c9c030b00697d2b4b240a0a1342a19696269afc7" }, "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-20261031T181401Z-0a4c8e2c", + "sha256": "60b5902096a4d23ef79924503aee187f990f8fcaae2b765b876d968d2ec08ac4" }, "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-20261031T181401Z-0a4c8e2c", + "sha256": "b278ae3bef7a9fe800e5b8797ffbaa5d838d825e3f226124c345d981a8ec24a4" } }, "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-20261031T181401Z-0a4c8e2c", "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": "649c03d59d5deb8194690ce7b704206c3ffc90d2cde5661c1a806143a863ae09", + "version": "2.164.2", + "wheel_url": "https://files.pythonhosted.org/packages/20/98/7519e6b1f5dfcb79c737aeb9d1e74998ea9f40b406bb271564cf8a744a4d/policyengine_uk-2.164.2-py3-none-any.whl" }, "policyengine_version": "6.11.1", "region_datasets": { @@ -123,13 +123,4359 @@ "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, and routed under policyengine-uk 2.164.2 on its audited input surface: no column is dropped, and five inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, and Housing Benefit's permitted-work disregard).", + "area_receipts": "uncertified", + "built_with_model_version": "2.162.12", + "certified_for_model_version": "2.164.2", + "compatibility_basis": "accepted_model_mismatch", + "defaulted_inputs": [ + "cash_isa_balance", + "cash_isa_subscriptions", + "housing_benefit_permitted_work_disregard", + "stocks_and_shares_isa_balance", + "stocks_and_shares_isa_subscriptions" + ], + "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": [ + "cash_isa_balance", + "cash_isa_subscriptions", + "housing_benefit_permitted_work_disregard", + "stocks_and_shares_isa_balance", + "stocks_and_shares_isa_subscriptions" + ], + "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.", + "policyengine-uk 2.164.2 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.164.2's rules use them." + ], + "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_balance", + "cash_isa_subscriptions", + "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_permitted_work_disregard", + "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_balance", + "stocks_and_shares_isa_subscriptions", + "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", + "cash_isa_balance", + "cash_isa_subscription_limit", + "cash_isa_subscriptions", + "cash_isa_subscriptions_above_limit", + "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_applied_standard_earnings_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_childcare_earnings_limit", + "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_permitted_work_disregard", + "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_earnings_disregard", + "income_support_eligible", + "income_support_entitlement", + "income_support_net_earnings", + "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", + "isa_subscriptions", + "isa_subscriptions_above_limit", + "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", + "stocks_and_shares_isa_balance", + "stocks_and_shares_isa_subscriptions", + "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": "2.164.2", + "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.", + "policyengine-uk 2.164.2 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.164.2's rules use them.", + "area runs on policyengine-uk 2.164.2 default 5 inputs that the regional file does not store and its build model, policyengine-uk 2.162.12, did not take as inputs, so area results for measures that read them use those defaults: cash_isa_balance, cash_isa_subscriptions, housing_benefit_permitted_work_disregard, stocks_and_shares_isa_balance, stocks_and_shares_isa_subscriptions" + ], + "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-20261031T181401Z-0a4c8e2c/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-20261031T181401Z-0a4c8e2c/releases/microcosm-uk-2024-25-national/release_manifest.json", + "version": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c" }, "us": { "build_id": "populace-us-2024-spm-20260915", @@ -363,10 +4709,10 @@ "policyengine-uk": { "country": "uk", "import_name": "policyengine_uk", - "install_requirement": "policyengine-uk==2.151.0", + "install_requirement": "policyengine-uk==2.164.2", "name": "policyengine-uk", "role": "country_model", - "version": "2.151.0" + "version": "2.164.2" }, "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..f62e183c 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": "2026-10-31T19:53:30.532989+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-20261031T181401Z-0a4c8e2c/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-20261031T181401Z-0a4c8e2c/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/20/98/7519e6b1f5dfcb79c737aeb9d1e74998ea9f40b406bb271564cf8a744a4d/policyengine_uk-2.164.2-py3-none-any.whl" } ] } @@ -75,51 +75,4399 @@ "@type": "trov:ResearchArtifact", "schema:name": "policyengine.py bundle manifest for uk", "trov:mimeType": "application/json", - "trov:sha256": "ab60903b390e7a765ea6558ec5e2d8fa5aede06b6f735fbf4e4c96109ffd1617" + "trov:sha256": "9e02c0e40f8ff054b8667133c5e9d7a7fa15f528c5e2a8d816c57b8cb1dba048" }, { "@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": "c849068104c71187d7436df8a6d295618b091e5121a23fbc0a7ae946f8469cfd" }, { "@id": "composition/1/artifact/dataset", "@type": "trov:ResearchArtifact", "schema:name": "microcosm_uk_2024_25", "trov:mimeType": "application/x-hdf5", - "trov:sha256": "b96a8cd625b645a409c063b1de5158532708a2f0d3c3897a794a8fb0bbd5064e" + "trov:sha256": "f8543876415f47819f56094c71ca4dab4cad6dcb2ba3a13b97f6982e38444c9e" }, { "@id": "composition/1/artifact/model_wheel", "@type": "trov:ResearchArtifact", - "schema:name": "policyengine-uk==2.151.0 wheel", + "schema:name": "policyengine-uk==2.164.2 wheel", "trov:mimeType": "application/zip", - "trov:sha256": "5722f55aca3eb88e1a228e95e1a57e3bd70a4d530a5a000991565ebd8955ce35" + "trov:sha256": "649c03d59d5deb8194690ce7b704206c3ffc90d2cde5661c1a806143a863ae09" } ], "trov:hasFingerprint": { "@id": "composition/1/fingerprint", "@type": "trov:CompositionFingerprint", - "trov:sha256": "ec8e6c4194b5e1ec0acd64c8718d0eecb6b41648b53f0b453c425b516e5a4489" + "trov:sha256": "98210f804c1877807e76ce7c69baa56af59081bb5b7d70e50f8c2af04f49584a" } }, "trov:hasPerformance": { "@id": "trp/1", "@type": "trov:TransparentResearchPerformance", - "pe:builtWithModelVersion": "2.151.0", + "pe:builtWithModelVersion": "2.164.2", "pe:certifiedBy": "policyengine.py bundle certification", - "pe:certifiedForModelVersion": "2.151.0", + "pe:certifiedForModelVersion": "2.164.2", "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-20261031T181401Z-0a4c8e2c", "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, and routed under policyengine-uk 2.164.2 on its audited input surface: no column is dropped, and five inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, and Housing Benefit's permitted-work disregard).", + "area_receipts": "uncertified", + "built_with_model_version": "2.162.12", + "certified_for_model_version": "2.164.2", + "compatibility_basis": "accepted_model_mismatch", + "defaulted_inputs": [ + "cash_isa_balance", + "cash_isa_subscriptions", + "housing_benefit_permitted_work_disregard", + "stocks_and_shares_isa_balance", + "stocks_and_shares_isa_subscriptions" + ], + "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": [ + "cash_isa_balance", + "cash_isa_subscriptions", + "housing_benefit_permitted_work_disregard", + "stocks_and_shares_isa_balance", + "stocks_and_shares_isa_subscriptions" + ], + "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.", + "policyengine-uk 2.164.2 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.164.2's rules use them." + ], + "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_balance", + "cash_isa_subscriptions", + "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_permitted_work_disregard", + "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_balance", + "stocks_and_shares_isa_subscriptions", + "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", + "cash_isa_balance", + "cash_isa_subscription_limit", + "cash_isa_subscriptions", + "cash_isa_subscriptions_above_limit", + "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_applied_standard_earnings_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_childcare_earnings_limit", + "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_permitted_work_disregard", + "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_earnings_disregard", + "income_support_eligible", + "income_support_entitlement", + "income_support_net_earnings", + "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", + "isa_subscriptions", + "isa_subscriptions_above_limit", + "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", + "stocks_and_shares_isa_balance", + "stocks_and_shares_isa_subscriptions", + "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": "2.164.2", + "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.", + "policyengine-uk 2.164.2 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.164.2's rules use them.", + "area runs on policyengine-uk 2.164.2 default 5 inputs that the regional file does not store and its build model, policyengine-uk 2.162.12, did not take as inputs, so area results for measures that read them use those defaults: cash_isa_balance, cash_isa_subscriptions, housing_benefit_permitted_work_disregard, stocks_and_shares_isa_balance, stocks_and_shares_isa_subscriptions" + ], + "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-20261031T181401Z-0a4c8e2c for policyengine-uk 2.164.2.", "trov:accessedArrangement": { "@id": "arrangement/1" }, - "trov:startedAtTime": "2026-10-25T10:57:31.393341+00:00", + "trov:startedAtTime": "2026-10-31T19:53:30.532989+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..25f39c58 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": "9e02c0e40f8ff054b8667133c5e9d7a7fa15f528c5e2a8d816c57b8cb1dba048" }, { "@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": "5fd5590ffcac806e9ae3d2b828d8a153740f70f3b97338f1c9acde1ef0768d43" } }, "trov:hasPerformance": { diff --git a/tests/test_models.py b/tests/test_models.py index c057a519..f3aa4bb9 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 == "2.164.2" 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-20261031T181401Z-0a4c8e2c" ) def test_has_hundreds_of_parameters(self): diff --git a/tests/test_release_manifests.py b/tests/test_release_manifests.py index abc8b1a2..2b49a0ea 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 = "2.164.2" +UK_BUILT_WITH_MODEL_VERSION = "2.164.2" 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-20261031T181401Z-0a4c8e2c" +UK_DATA_RELEASE_REVISION = "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c" 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..3e3a2350 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-20261031T181401Z-0a4c8e2c" ) 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..be668c89 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 = "==2.164.2" }, + { name = "policyengine-uk", marker = "extra == 'models'", specifier = "==2.164.2" }, + { name = "policyengine-uk", marker = "extra == 'uk'", specifier = "==2.164.2" }, { 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 = "2.164.2" 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/e5/b2/d0503e1c8f5b092a791411cf66ab9f35cd42fb78f81199dcf1af56af3a19/policyengine_uk-2.164.2.tar.gz", hash = "sha256:3ac770d130cb4bae0c05a62a60eb775e7da5e77f56bacbdd31cf38473690a88f", size = 3910802, upload-time = "2026-10-29T06:56:04.843Z" } 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/20/98/7519e6b1f5dfcb79c737aeb9d1e74998ea9f40b406bb271564cf8a744a4d/policyengine_uk-2.164.2-py3-none-any.whl", hash = "sha256:649c03d59d5deb8194690ce7b704206c3ffc90d2cde5661c1a806143a863ae09", size = 5655790, upload-time = "2026-10-29T06:56:02.178Z" }, ] [[package]] From 6b2d0b9fb8af8835225828960f4c45c695798ee2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Sun, 1 Nov 2026 11:18:40 +0000 Subject: [PATCH 2/8] Regenerate the household calculator snapshots on policyengine-uk 2.164.2 PE_UPDATE_SNAPSHOTS=1. 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..7ebff431 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": 45, + "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, From 50c997beb881b453925b2a006de85b7a06e8cd39 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Mon, 2 Nov 2026 12:49:09 +0000 Subject: [PATCH 3/8] Pin policyengine-uk 2.165.1 for the microcosm#1428 national from 329a99e71 The national cut f6e33b93 is built and certified on policyengine-uk 2.165.1, so the bundle certifies it on its own build (Vahid's review of this PR, item 2). Co-Authored-By: Claude Opus 5.5 --- pyproject.toml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 0649edc6..11a1f6b2 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==2.164.2", + "policyengine-uk==2.165.1", "spm-calculator==1.0.0", ] uk = [ "policyengine-core==3.33.3", - "policyengine-uk==2.164.2", + "policyengine-uk==2.165.1", ] 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==2.164.2", + "policyengine-uk==2.165.1", "spm-calculator==1.0.0", ] From b150082e0881aa367b48fc4728eaa7fba4b5ab24 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Mon, 2 Nov 2026 12:51:47 +0000 Subject: [PATCH 4/8] Certify the microcosm#1428 national from 329a99e71 on policyengine-uk 2.165.1 The bundle moves from the national cut 0a4c8e2c (a8e25870c, 2.164.2) to f6e33b93, built from PolicyEngine/microcosm#1428 at 329a99e71: the independent review's fixes, recalibrated trading allowance claimant rates, and main with PolicyEngine/microcosm#1422 and PolicyEngine/microcosm#1430 merged. It is certified on its own build, policyengine-uk 2.165.1. The local-area cut stays 6528c865 (Max's call between it and c9df4b86), re-audited for 2.165.1: no dropped column, and fourteen inputs added after 2.162.12 take their defaults, now including the nine company car inputs, so local-area results carry no company cars. The lock, release lock, TROs and the household calculator snapshots are regenerated on 2.165.1, and the bundle checks pass. Co-Authored-By: Claude Opus 5.5 --- ...ional-20261031T181401Z-0a4c8e2c.changed.md | 1 - ...ional-20261102T103421Z-f6e33b93.changed.md | 1 + src/policyengine/data/bundle/manifest.json | 124 ++++++++++++------ .../data/bundle/uk.trace.tro.jsonld | 88 ++++++++++--- .../data/bundle/us.trace.tro.jsonld | 4 +- .../uk_model_surface.json | 2 +- uv.lock | 12 +- 7 files changed, 162 insertions(+), 70 deletions(-) delete mode 100644 changelog.d/certify-uk-microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c.changed.md create mode 100644 changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md diff --git a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c.changed.md b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c.changed.md deleted file mode 100644 index cd3a1b06..00000000 --- a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c.changed.md +++ /dev/null @@ -1 +0,0 @@ -Certify Microcosm UK for policyengine-uk 2.164.2: the national `microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c` (`microcosm_uk_2024_25`), built with 2.164.2 from PolicyEngine/microcosm#1428, 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, so it is routed on an accepted model mismatch with an audited input surface: no dropped column, and five inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, and Housing Benefit's permitted-work disregard). The UK model pin moves from 2.151.0 to 2.164.2. diff --git a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md new file mode 100644 index 00000000..8048e66e --- /dev/null +++ b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md @@ -0,0 +1 @@ +Certify Microcosm UK for policyengine-uk 2.165.1: the national `microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93` (`microcosm_uk_2024_25`), built with 2.165.1 from PolicyEngine/microcosm#1428 at `329a99e71` (with PolicyEngine/microcosm#1422 and PolicyEngine/microcosm#1430 merged), 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, so it is routed on an accepted model mismatch with an audited input surface: no dropped column, and fourteen inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, Housing Benefit's permitted-work disregard, and the nine company car inputs, so local-area results carry no company cars). The UK model pin moves from 2.151.0 to 2.165.1. diff --git a/src/policyengine/data/bundle/manifest.json b/src/policyengine/data/bundle/manifest.json index 471e1920..84afdc4f 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-20261031T181401Z-0a4c8e2c", + "build_id": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", "bundle_id": "uk-6.11.1", "certification": { - "built_with_model_version": "2.164.2", + "built_with_model_version": "2.165.1", "certified_by": "policyengine.py bundle certification", - "certified_for_model_version": "2.164.2", + "certified_for_model_version": "2.165.1", "compatibility_basis": "built_with_model_package", "core_binding": "bundle_pin", - "data_build_id": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c" + "data_build_id": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" }, "certified_data_artifact": { - "build_id": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", + "build_id": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", "data_package": { "name": "microcosm-data", "version": "0.1.0" }, "dataset": "microcosm_uk_2024_25", - "sha256": "f8543876415f47819f56094c71ca4dab4cad6dcb2ba3a13b97f6982e38444c9e", - "uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c" + "sha256": "a59456800f3dcc9b6b1c8c6e0271c3d1a0a599b929e0a6dd3fcd5112830af194", + "uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" }, "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-20261031T181401Z-0a4c8e2c", + "release_manifest_revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", "repo_id": "policyengine/populace-uk-private", "repo_type": "dataset", "version": "0.1.0" @@ -50,20 +50,20 @@ "calibration_diagnostics": { "path": "releases/microcosm-uk-2024-25-national/calibration_diagnostics.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", - "sha256": "ce1b6c87852d53f9783f1671c14643aab49079975f1efff86a5b54ea989ca9b5" + "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "sha256": "a14152fa1cf1d95aec469c527d6af7d4a07bd924251eaa723aaba25b70e2e74f" }, "microcosm_uk_2024_25": { "path": "microcosm_uk_2024_25.h5", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", - "sha256": "f8543876415f47819f56094c71ca4dab4cad6dcb2ba3a13b97f6982e38444c9e" + "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "sha256": "a59456800f3dcc9b6b1c8c6e0271c3d1a0a599b929e0a6dd3fcd5112830af194" }, "microcosm_uk_2024_25_calibration": { "path": "microcosm_uk_2024_25_calibration.npz", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", - "sha256": "cf82d34a5eabbcd1a607b7475878133d77e64f3a7ae45bac9531d8ccaa427f5e" + "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "sha256": "ed0952c2a6fbc1a7925e4bdb150e504fa27b2baae628f24fa1406ac6205528ea" }, "microcosm_uk_2024_25_dense": { "path": "microcosm_uk_2024_25_dense.h5", @@ -75,41 +75,41 @@ "release_certification": { "path": "releases/microcosm-uk-2024-25-national/release_certification.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", - "sha256": "09ed917bfdaaa6bce1c5d947221cbe6f78342761977f0cbc37db4cf1d3654d7c" + "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "sha256": "b7b1d391bfa1937285717f971862d9345cdb547e8f1136644e6515335160e09d" }, "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-20261031T181401Z-0a4c8e2c", - "sha256": "357bcfb218819d70e73d8b75c136f9c60f9fdadb9c2fcadfb3c41b42312bce5c" + "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "sha256": "71de392cd8309e12933db35a21fa44db8bd6149d800882c6425add8d049c2028" }, "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-20261031T181401Z-0a4c8e2c", - "sha256": "81873b01725555887c436698c9c030b00697d2b4b240a0a1342a19696269afc7" + "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "sha256": "45ed6088340de8acad9dcd495e8f2fe2972c5614f135fe67aeabb658cead7ff5" }, "spine_gates": { "path": "releases/microcosm-uk-2024-25-national/spine_gates.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", - "sha256": "60b5902096a4d23ef79924503aee187f990f8fcaae2b765b876d968d2ec08ac4" + "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "sha256": "6e16461b33477b381a9bad438133c705ce50c656000fada28c1a77b887bbca5c" }, "terminal_gates": { "path": "releases/microcosm-uk-2024-25-national/terminal_gates.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", - "sha256": "b278ae3bef7a9fe800e5b8797ffbaa5d838d825e3f226124c345d981a8ec24a4" + "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "sha256": "c810b22f5f7ac24553f6b12c3c78d4e65ed85b5b55da3a5a368120c73514be21" } }, "default_dataset": "microcosm_uk_2024_25", - "default_dataset_uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", + "default_dataset_uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", "model_package": { "name": "policyengine-uk", - "sha256": "649c03d59d5deb8194690ce7b704206c3ffc90d2cde5661c1a806143a863ae09", - "version": "2.164.2", - "wheel_url": "https://files.pythonhosted.org/packages/20/98/7519e6b1f5dfcb79c737aeb9d1e74998ea9f40b406bb271564cf8a744a4d/policyengine_uk-2.164.2-py3-none-any.whl" + "sha256": "e8327ffe22393d468f7c4bb0e1e18b8b8ed7241b1a5fcec447917196e8a1b4fa", + "version": "2.165.1", + "wheel_url": "https://files.pythonhosted.org/packages/eb/3c/4db973ea84deb97e32a4a67a832babbade2475f2df9edc7a2494dae86d69/policyengine_uk-2.165.1-py3-none-any.whl" }, "policyengine_version": "6.11.1", "region_datasets": { @@ -124,14 +124,23 @@ } }, "regional_certification": { - "accepted_reason": "Built from the head of PolicyEngine/policyengine-uk#2695 (b71ce793), labelled 2.162.12, and routed under policyengine-uk 2.164.2 on its audited input surface: no column is dropped, and five inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, and Housing Benefit's permitted-work disregard).", + "accepted_reason": "Built from the head of PolicyEngine/policyengine-uk#2695 (b71ce793), labelled 2.162.12, and routed under policyengine-uk 2.165.1 on its audited input surface: no column is dropped, and fourteen inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, Housing Benefit's permitted-work disregard, and the nine company car inputs, so the local area carries no company cars).", "area_receipts": "uncertified", "built_with_model_version": "2.162.12", - "certified_for_model_version": "2.164.2", + "certified_for_model_version": "2.165.1", "compatibility_basis": "accepted_model_mismatch", "defaulted_inputs": [ "cash_isa_balance", "cash_isa_subscriptions", + "company_car_availability", + "company_car_capital_contributions", + "company_car_co2_emissions", + "company_car_electric_range", + "company_car_fuel_type", + "company_car_list_price", + "company_car_private_fuel_provided", + "company_car_private_use_payments", + "company_car_registered_from_6_april_2020", "housing_benefit_permitted_work_disregard", "stocks_and_shares_isa_balance", "stocks_and_shares_isa_subscriptions" @@ -2536,6 +2545,15 @@ "defaulted_inputs": [ "cash_isa_balance", "cash_isa_subscriptions", + "company_car_availability", + "company_car_capital_contributions", + "company_car_co2_emissions", + "company_car_electric_range", + "company_car_fuel_type", + "company_car_list_price", + "company_car_private_fuel_provided", + "company_car_private_use_payments", + "company_car_registered_from_6_april_2020", "housing_benefit_permitted_work_disregard", "stocks_and_shares_isa_balance", "stocks_and_shares_isa_subscriptions" @@ -2549,7 +2567,7 @@ }, "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.", - "policyengine-uk 2.164.2 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.164.2's rules use them." + "policyengine-uk 2.165.1 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.165.1's rules use them." ], "model_inputs": [ "a_and_e_visits", @@ -2624,6 +2642,15 @@ "cigars_grams_per_week", "clothing_and_footwear_consumption", "communication_consumption", + "company_car_availability", + "company_car_capital_contributions", + "company_car_co2_emissions", + "company_car_electric_range", + "company_car_fuel_type", + "company_car_list_price", + "company_car_private_fuel_provided", + "company_car_private_use_payments", + "company_car_registered_from_6_april_2020", "consumer_debt", "corporate_wealth", "council_tax", @@ -2999,6 +3026,7 @@ "beer_litres", "benefit_cap_reduction", "benefit_cap_welfare_benefits", + "benefits_in_kind", "benefits_premiums", "benunit_contains_household_head", "benunit_count_adults", @@ -3057,6 +3085,7 @@ "car_co2_emissions", "car_engine_size", "car_first_registration_date", + "car_fuel_benefit", "car_fuel_type", "car_is_ved_exempt", "car_list_price", @@ -3133,6 +3162,17 @@ "cliff_gap", "clothing_and_footwear_consumption", "communication_consumption", + "company_car_appropriate_percentage", + "company_car_availability", + "company_car_benefit", + "company_car_capital_contributions", + "company_car_co2_emissions", + "company_car_electric_range", + "company_car_fuel_type", + "company_car_list_price", + "company_car_private_fuel_provided", + "company_car_private_use_payments", + "company_car_registered_from_6_april_2020", "consumer_debt", "consumer_incident_tax_revenue_change", "consumption", @@ -3286,6 +3326,7 @@ "family_type", "financial_spread_betting_net_losses", "food_and_non_alcoholic_beverages_consumption", + "forgoes_universal_credit_for_tax_free_childcare", "free_school_fruit_veg", "free_school_meals", "free_school_milk", @@ -3309,6 +3350,7 @@ "guarantee_credit", "hand_rolling_tobacco_grams_per_week", "has_attained_state_pension_credit_qualifying_age", + "has_company_car", "has_lifetime_isa", "has_mixed_age_couple_pension_credit_saving", "has_non_dependant_for_council_tax_reduction_severe_disability_premium", @@ -3725,6 +3767,7 @@ "ni_class_1_employer", "ni_class_1_income", "ni_class_1_secondary_liable", + "ni_class_1a", "ni_class_2", "ni_class_3", "ni_class_4", @@ -4042,6 +4085,7 @@ "tax_free_childcare_child_age_eligible", "tax_free_childcare_eligible", "tax_free_childcare_eligible_declaration_periods", + "tax_free_childcare_eligible_without_universal_credit", "tax_free_childcare_expected_declaration_period_income", "tax_free_childcare_meets_income_requirements", "tax_free_childcare_meets_uk_connection", @@ -4056,6 +4100,7 @@ "tax_free_childcare_spend_routed_share", "tax_free_childcare_treated_as_in_work", "tax_free_childcare_uses_qualifying_provider", + "tax_free_childcare_without_universal_credit", "tax_free_childcare_work_condition", "tax_free_savings_income", "tax_modelling", @@ -4101,6 +4146,7 @@ "uc_LHA_cap", "uc_advance_repayment_amount", "uc_assessable_capital", + "uc_award_carries_deductions", "uc_benefit_cap", "uc_benefit_cap_earnings_exception_threshold", "uc_benefit_cap_reduction", @@ -4272,7 +4318,7 @@ "youngest_child_age_for_legacy_benefits", "youngest_claimant_or_partner_age" ], - "model_version": "2.164.2", + "model_version": "2.165.1", "never_modelled_columns": [ "age_left_full_time_education", "atomic_area_basis", @@ -4370,8 +4416,8 @@ }, "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.", - "policyengine-uk 2.164.2 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.164.2's rules use them.", - "area runs on policyengine-uk 2.164.2 default 5 inputs that the regional file does not store and its build model, policyengine-uk 2.162.12, did not take as inputs, so area results for measures that read them use those defaults: cash_isa_balance, cash_isa_subscriptions, housing_benefit_permitted_work_disregard, stocks_and_shares_isa_balance, stocks_and_shares_isa_subscriptions" + "policyengine-uk 2.165.1 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.165.1's rules use them.", + "area runs on policyengine-uk 2.165.1 default 14 inputs that the regional file does not store and its build model, policyengine-uk 2.162.12, did not take as inputs, so area results for measures that read them use those defaults: cash_isa_balance, cash_isa_subscriptions, company_car_availability, company_car_capital_contributions, company_car_co2_emissions, company_car_electric_range, company_car_fuel_type, company_car_list_price, company_car_private_fuel_provided, company_car_private_use_payments, company_car_registered_from_6_april_2020, housing_benefit_permitted_work_disregard, stocks_and_shares_isa_balance, stocks_and_shares_isa_subscriptions" ], "never_modelled_columns": [ "age_left_full_time_education", @@ -4472,10 +4518,10 @@ "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-20261031T181401Z-0a4c8e2c/releases/microcosm-uk-2024-25-national/release_manifest.json", + "release_manifest_uri": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93/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-20261031T181401Z-0a4c8e2c/releases/microcosm-uk-2024-25-national/release_manifest.json", - "version": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c" + "source_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93/releases/microcosm-uk-2024-25-national/release_manifest.json", + "version": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" }, "us": { "build_id": "populace-us-2024-spm-20260915", @@ -4709,10 +4755,10 @@ "policyengine-uk": { "country": "uk", "import_name": "policyengine_uk", - "install_requirement": "policyengine-uk==2.164.2", + "install_requirement": "policyengine-uk==2.165.1", "name": "policyengine-uk", "role": "country_model", - "version": "2.164.2" + "version": "2.165.1" }, "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 f62e183c..4c57a011 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": "2026-10-31T19:53:30.532989+00:00", + "schema:dateCreated": "2026-11-02T12:46:08.107186+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-20261031T181401Z-0a4c8e2c/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-20261102T103421Z-f6e33b93/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-20261031T181401Z-0a4c8e2c/microcosm_uk_2024_25.h5" + "trov:hasLocation": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93/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/20/98/7519e6b1f5dfcb79c737aeb9d1e74998ea9f40b406bb271564cf8a744a4d/policyengine_uk-2.164.2-py3-none-any.whl" + "trov:hasLocation": "https://files.pythonhosted.org/packages/eb/3c/4db973ea84deb97e32a4a67a832babbade2475f2df9edc7a2494dae86d69/policyengine_uk-2.165.1-py3-none-any.whl" } ] } @@ -75,57 +75,66 @@ "@type": "trov:ResearchArtifact", "schema:name": "policyengine.py bundle manifest for uk", "trov:mimeType": "application/json", - "trov:sha256": "9e02c0e40f8ff054b8667133c5e9d7a7fa15f528c5e2a8d816c57b8cb1dba048" + "trov:sha256": "af280cbdc926cd66bc9487781dac7460a4c4900ac7b027b177926e42cf7a746b" }, { "@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": "c849068104c71187d7436df8a6d295618b091e5121a23fbc0a7ae946f8469cfd" + "trov:sha256": "9377ba410a4f73d8ccc955a1e9a6dfd18b0e16c300351172f9822dec51ff898d" }, { "@id": "composition/1/artifact/dataset", "@type": "trov:ResearchArtifact", "schema:name": "microcosm_uk_2024_25", "trov:mimeType": "application/x-hdf5", - "trov:sha256": "f8543876415f47819f56094c71ca4dab4cad6dcb2ba3a13b97f6982e38444c9e" + "trov:sha256": "a59456800f3dcc9b6b1c8c6e0271c3d1a0a599b929e0a6dd3fcd5112830af194" }, { "@id": "composition/1/artifact/model_wheel", "@type": "trov:ResearchArtifact", - "schema:name": "policyengine-uk==2.164.2 wheel", + "schema:name": "policyengine-uk==2.165.1 wheel", "trov:mimeType": "application/zip", - "trov:sha256": "649c03d59d5deb8194690ce7b704206c3ffc90d2cde5661c1a806143a863ae09" + "trov:sha256": "e8327ffe22393d468f7c4bb0e1e18b8b8ed7241b1a5fcec447917196e8a1b4fa" } ], "trov:hasFingerprint": { "@id": "composition/1/fingerprint", "@type": "trov:CompositionFingerprint", - "trov:sha256": "98210f804c1877807e76ce7c69baa56af59081bb5b7d70e50f8c2af04f49584a" + "trov:sha256": "45afed497b2d0d423134c9cf0e24e719e2a73cceb90a397f72ac04cba404b325" } }, "trov:hasPerformance": { "@id": "trp/1", "@type": "trov:TransparentResearchPerformance", - "pe:builtWithModelVersion": "2.164.2", + "pe:builtWithModelVersion": "2.165.1", "pe:certifiedBy": "policyengine.py bundle certification", - "pe:certifiedForModelVersion": "2.164.2", + "pe:certifiedForModelVersion": "2.165.1", "pe:compatibilityBasis": "built_with_model_package", "pe:coreBinding": "bundle_pin", - "pe:dataBuildId": "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c", + "pe:dataBuildId": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", "pe:emittedIn": "repository-bundle", "pe:regionalCertification": { "@type": "@json", "@value": { - "accepted_reason": "Built from the head of PolicyEngine/policyengine-uk#2695 (b71ce793), labelled 2.162.12, and routed under policyengine-uk 2.164.2 on its audited input surface: no column is dropped, and five inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, and Housing Benefit's permitted-work disregard).", + "accepted_reason": "Built from the head of PolicyEngine/policyengine-uk#2695 (b71ce793), labelled 2.162.12, and routed under policyengine-uk 2.165.1 on its audited input surface: no column is dropped, and fourteen inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, Housing Benefit's permitted-work disregard, and the nine company car inputs, so the local area carries no company cars).", "area_receipts": "uncertified", "built_with_model_version": "2.162.12", - "certified_for_model_version": "2.164.2", + "certified_for_model_version": "2.165.1", "compatibility_basis": "accepted_model_mismatch", "defaulted_inputs": [ "cash_isa_balance", "cash_isa_subscriptions", + "company_car_availability", + "company_car_capital_contributions", + "company_car_co2_emissions", + "company_car_electric_range", + "company_car_fuel_type", + "company_car_list_price", + "company_car_private_fuel_provided", + "company_car_private_use_payments", + "company_car_registered_from_6_april_2020", "housing_benefit_permitted_work_disregard", "stocks_and_shares_isa_balance", "stocks_and_shares_isa_subscriptions" @@ -2530,6 +2539,15 @@ "defaulted_inputs": [ "cash_isa_balance", "cash_isa_subscriptions", + "company_car_availability", + "company_car_capital_contributions", + "company_car_co2_emissions", + "company_car_electric_range", + "company_car_fuel_type", + "company_car_list_price", + "company_car_private_fuel_provided", + "company_car_private_use_payments", + "company_car_registered_from_6_april_2020", "housing_benefit_permitted_work_disregard", "stocks_and_shares_isa_balance", "stocks_and_shares_isa_subscriptions" @@ -2543,7 +2561,7 @@ }, "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.", - "policyengine-uk 2.164.2 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.164.2's rules use them." + "policyengine-uk 2.165.1 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.165.1's rules use them." ], "model_inputs": [ "a_and_e_visits", @@ -2618,6 +2636,15 @@ "cigars_grams_per_week", "clothing_and_footwear_consumption", "communication_consumption", + "company_car_availability", + "company_car_capital_contributions", + "company_car_co2_emissions", + "company_car_electric_range", + "company_car_fuel_type", + "company_car_list_price", + "company_car_private_fuel_provided", + "company_car_private_use_payments", + "company_car_registered_from_6_april_2020", "consumer_debt", "corporate_wealth", "council_tax", @@ -2993,6 +3020,7 @@ "beer_litres", "benefit_cap_reduction", "benefit_cap_welfare_benefits", + "benefits_in_kind", "benefits_premiums", "benunit_contains_household_head", "benunit_count_adults", @@ -3051,6 +3079,7 @@ "car_co2_emissions", "car_engine_size", "car_first_registration_date", + "car_fuel_benefit", "car_fuel_type", "car_is_ved_exempt", "car_list_price", @@ -3127,6 +3156,17 @@ "cliff_gap", "clothing_and_footwear_consumption", "communication_consumption", + "company_car_appropriate_percentage", + "company_car_availability", + "company_car_benefit", + "company_car_capital_contributions", + "company_car_co2_emissions", + "company_car_electric_range", + "company_car_fuel_type", + "company_car_list_price", + "company_car_private_fuel_provided", + "company_car_private_use_payments", + "company_car_registered_from_6_april_2020", "consumer_debt", "consumer_incident_tax_revenue_change", "consumption", @@ -3280,6 +3320,7 @@ "family_type", "financial_spread_betting_net_losses", "food_and_non_alcoholic_beverages_consumption", + "forgoes_universal_credit_for_tax_free_childcare", "free_school_fruit_veg", "free_school_meals", "free_school_milk", @@ -3303,6 +3344,7 @@ "guarantee_credit", "hand_rolling_tobacco_grams_per_week", "has_attained_state_pension_credit_qualifying_age", + "has_company_car", "has_lifetime_isa", "has_mixed_age_couple_pension_credit_saving", "has_non_dependant_for_council_tax_reduction_severe_disability_premium", @@ -3719,6 +3761,7 @@ "ni_class_1_employer", "ni_class_1_income", "ni_class_1_secondary_liable", + "ni_class_1a", "ni_class_2", "ni_class_3", "ni_class_4", @@ -4036,6 +4079,7 @@ "tax_free_childcare_child_age_eligible", "tax_free_childcare_eligible", "tax_free_childcare_eligible_declaration_periods", + "tax_free_childcare_eligible_without_universal_credit", "tax_free_childcare_expected_declaration_period_income", "tax_free_childcare_meets_income_requirements", "tax_free_childcare_meets_uk_connection", @@ -4050,6 +4094,7 @@ "tax_free_childcare_spend_routed_share", "tax_free_childcare_treated_as_in_work", "tax_free_childcare_uses_qualifying_provider", + "tax_free_childcare_without_universal_credit", "tax_free_childcare_work_condition", "tax_free_savings_income", "tax_modelling", @@ -4095,6 +4140,7 @@ "uc_LHA_cap", "uc_advance_repayment_amount", "uc_assessable_capital", + "uc_award_carries_deductions", "uc_benefit_cap", "uc_benefit_cap_earnings_exception_threshold", "uc_benefit_cap_reduction", @@ -4266,7 +4312,7 @@ "youngest_child_age_for_legacy_benefits", "youngest_claimant_or_partner_age" ], - "model_version": "2.164.2", + "model_version": "2.165.1", "never_modelled_columns": [ "age_left_full_time_education", "atomic_area_basis", @@ -4364,8 +4410,8 @@ }, "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.", - "policyengine-uk 2.164.2 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.164.2's rules use them.", - "area runs on policyengine-uk 2.164.2 default 5 inputs that the regional file does not store and its build model, policyengine-uk 2.162.12, did not take as inputs, so area results for measures that read them use those defaults: cash_isa_balance, cash_isa_subscriptions, housing_benefit_permitted_work_disregard, stocks_and_shares_isa_balance, stocks_and_shares_isa_subscriptions" + "policyengine-uk 2.165.1 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.165.1's rules use them.", + "area runs on policyengine-uk 2.165.1 default 14 inputs that the regional file does not store and its build model, policyengine-uk 2.162.12, did not take as inputs, so area results for measures that read them use those defaults: cash_isa_balance, cash_isa_subscriptions, company_car_availability, company_car_capital_contributions, company_car_co2_emissions, company_car_electric_range, company_car_fuel_type, company_car_list_price, company_car_private_fuel_provided, company_car_private_use_payments, company_car_registered_from_6_april_2020, housing_benefit_permitted_work_disregard, stocks_and_shares_isa_balance, stocks_and_shares_isa_subscriptions" ], "never_modelled_columns": [ "age_left_full_time_education", @@ -4463,11 +4509,11 @@ "stored_columns": "auditor_attested" } }, - "rdfs:comment": "Certification of build microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c for policyengine-uk 2.164.2.", + "rdfs:comment": "Certification of build microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93 for policyengine-uk 2.165.1.", "trov:accessedArrangement": { "@id": "arrangement/1" }, - "trov:startedAtTime": "2026-10-31T19:53:30.532989+00:00", + "trov:startedAtTime": "2026-11-02T12:46:08.107186+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 25f39c58..b4070707 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": "9e02c0e40f8ff054b8667133c5e9d7a7fa15f528c5e2a8d816c57b8cb1dba048" + "trov:sha256": "af280cbdc926cd66bc9487781dac7460a4c4900ac7b027b177926e42cf7a746b" }, { "@id": "composition/1/artifact/data_release_manifest", @@ -101,7 +101,7 @@ "trov:hasFingerprint": { "@id": "composition/1/fingerprint", "@type": "trov:CompositionFingerprint", - "trov:sha256": "5fd5590ffcac806e9ae3d2b828d8a153740f70f3b97338f1c9acde1ef0768d43" + "trov:sha256": "589f816b1de1b0837f102014da81544855b3c64d1c67f8b9ff147b21c568ddf1" } }, "trov:hasPerformance": { diff --git a/tests/fixtures/household_calculator_snapshots/uk_model_surface.json b/tests/fixtures/household_calculator_snapshots/uk_model_surface.json index 7ebff431..c62c5b24 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": 45, + "num_parameters_bucketed_100s": 46, "num_variables_bucketed_100s": 13, "region_registry_country": "uk" } diff --git a/uv.lock b/uv.lock index be668c89..c523f48f 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 = "==2.164.2" }, - { name = "policyengine-uk", marker = "extra == 'models'", specifier = "==2.164.2" }, - { name = "policyengine-uk", marker = "extra == 'uk'", specifier = "==2.164.2" }, + { name = "policyengine-uk", marker = "extra == 'dev'", specifier = "==2.165.1" }, + { name = "policyengine-uk", marker = "extra == 'models'", specifier = "==2.165.1" }, + { name = "policyengine-uk", marker = "extra == 'uk'", specifier = "==2.165.1" }, { 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 = "2.164.2" +version = "2.165.1" 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/e5/b2/d0503e1c8f5b092a791411cf66ab9f35cd42fb78f81199dcf1af56af3a19/policyengine_uk-2.164.2.tar.gz", hash = "sha256:3ac770d130cb4bae0c05a62a60eb775e7da5e77f56bacbdd31cf38473690a88f", size = 3910802, upload-time = "2026-10-29T06:56:04.843Z" } +sdist = { url = "https://files.pythonhosted.org/packages/23/ce/df5ddeb39b25ab2b4d7ebfaa9109622cbcb000073fdcabd2f39a9503dc05/policyengine_uk-2.165.1.tar.gz", hash = "sha256:7b3620e0c3c3b612b36c4b8f37a802349e1c1332df6ece15329e12aa7a7ebc31", size = 3943824, upload-time = "2026-10-30T14:56:29.366Z" } wheels = [ - { url = "https://files.pythonhosted.org/packages/20/98/7519e6b1f5dfcb79c737aeb9d1e74998ea9f40b406bb271564cf8a744a4d/policyengine_uk-2.164.2-py3-none-any.whl", hash = "sha256:649c03d59d5deb8194690ce7b704206c3ffc90d2cde5661c1a806143a863ae09", size = 5655790, upload-time = "2026-10-29T06:56:02.178Z" }, + { url = "https://files.pythonhosted.org/packages/eb/3c/4db973ea84deb97e32a4a67a832babbade2475f2df9edc7a2494dae86d69/policyengine_uk-2.165.1-py3-none-any.whl", hash = "sha256:e8327ffe22393d468f7c4bb0e1e18b8b8ed7241b1a5fcec447917196e8a1b4fa", size = 5720638, upload-time = "2026-10-30T14:56:26.834Z" }, ] [[package]] From 19a2f0048384c31e9b6219fa033b8d1217999d90 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Mon, 2 Nov 2026 12:55:23 +0000 Subject: [PATCH 5/8] Rewrite the certified test constants for f6e33b93 on 2.165.1 uk_qualification.rewrite_certified_constants, from the bundle's previous and new UK records: the national build id and the model version in tests/test_models.py, tests/test_release_manifests.py and tests/test_uk_regions.py. Co-Authored-By: Claude Opus 5.5 --- tests/test_models.py | 4 ++-- tests/test_release_manifests.py | 8 ++++---- tests/test_uk_regions.py | 2 +- 3 files changed, 7 insertions(+), 7 deletions(-) diff --git a/tests/test_models.py b/tests/test_models.py index f3aa4bb9..6eb94c59 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 == "2.164.2" + assert uk_latest.model_package.version == "2.165.1" 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-20261031T181401Z-0a4c8e2c" + "@microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" ) def test_has_hundreds_of_parameters(self): diff --git a/tests/test_release_manifests.py b/tests/test_release_manifests.py index 2b49a0ea..999775ce 100644 --- a/tests/test_release_manifests.py +++ b/tests/test_release_manifests.py @@ -73,11 +73,11 @@ "hf://policyengine/populace-us/populace_us_2024_acs_local.h5" f"@{US_LOCAL_AREA_RELEASE_ID}" ) -UK_MODEL_VERSION = "2.164.2" -UK_BUILT_WITH_MODEL_VERSION = "2.164.2" +UK_MODEL_VERSION = "2.165.1" +UK_BUILT_WITH_MODEL_VERSION = "2.165.1" UK_DATA_RELEASE_VERSION = "0.1.0" -UK_DATA_RELEASE_ID = "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c" -UK_DATA_RELEASE_REVISION = "microcosm-uk-2024-25-national-20261031T181401Z-0a4c8e2c" +UK_DATA_RELEASE_ID = "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" +UK_DATA_RELEASE_REVISION = "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" UK_DATA_RELEASE_PATH = "releases/microcosm-uk-2024-25-national/release_manifest.json" UK_LOCAL_AREA_RELEASE_ID = "microcosm-uk-2024-25-dense-20261027T154955Z-6528c865" # The prior certified default (policyengine-uk-data 1.58.1), kept resolvable diff --git a/tests/test_uk_regions.py b/tests/test_uk_regions.py index 3e3a2350..dea2891e 100644 --- a/tests/test_uk_regions.py +++ b/tests/test_uk_regions.py @@ -24,7 +24,7 @@ # 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-20261031T181401Z-0a4c8e2c" + "@microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" ) UK_CERTIFIED_LOCAL_AREA_URI = ( "hf://policyengine/populace-uk-private/microcosm_uk_2024_25_dense.h5" From 2882bb2cc042028c316b1d45d7a7c878f3a9c1f0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Mon, 2 Nov 2026 14:35:38 +0000 Subject: [PATCH 6/8] Give the test jobs 150 minutes on policyengine-uk 2.165.1 With the UK pin on policyengine-uk 2.164.2 and 2.165.1 the Test jobs took 59 to over 90 minutes per Python version: 3.12 was cancelled at the 90-minute limit on 6b2d0b9f, and 3.11 and 3.13 on 19a2f004, with no test failing. The pull-request and push workflows move together, as the push one's comment asks, so a release run isn't cancelled before Versioning either. A hung job still fails well short of the 6-hour default. Co-Authored-By: Claude Opus 5.5 --- .github/workflows/pr_code_changes.yaml | 6 ++++-- .github/workflows/push.yaml | 7 ++++--- 2 files changed, 8 insertions(+), 5 deletions(-) diff --git a/.github/workflows/pr_code_changes.yaml b/.github/workflows/pr_code_changes.yaml index 0cacd40a..43f10e35 100644 --- a/.github/workflows/pr_code_changes.yaml +++ b/.github/workflows/pr_code_changes.yaml @@ -174,9 +174,11 @@ jobs: permissions: contents: read # Observed 2026-10-14..15: 28 to 54 minutes per Python version, with runs on - # 3.12 and 3.13 cancelled at the old 60-minute limit. Fail a hung job instead + # 3.12 and 3.13 cancelled at the old 60-minute limit. With the UK pin on + # policyengine-uk 2.164.2 and 2.165.1 (#731, 1-2 Nov), 59 to over 90 minutes, + # so runs on 3.11, 3.12 and 3.13 were cancelled at 90. Fail a hung job instead # of holding a shared org runner for the 6-hour default. - timeout-minutes: 90 + timeout-minutes: 150 strategy: fail-fast: false matrix: diff --git a/.github/workflows/push.yaml b/.github/workflows/push.yaml index 75a3f7b4..bf99e0c0 100644 --- a/.github/workflows/push.yaml +++ b/.github/workflows/push.yaml @@ -50,9 +50,10 @@ jobs: contents: read # Successful runs on main 2026-10-14..16: 3.11 33-54 min, 3.12 32-56, # 3.13 36-60, 3.14 23-42; at 60 minutes every push run on 16 Oct was - # cancelled before Versioning, so nothing was released (#640). Matches - # the pull-request Test job (#631). - timeout-minutes: 90 + # cancelled before Versioning, so nothing was released (#640). With the UK + # pin on policyengine-uk 2.164.2 and 2.165.1, pull-request runs took 59 to + # over 90 minutes (#731). Matches the pull-request Test job (#631). + timeout-minutes: 150 strategy: fail-fast: false matrix: From 7bcb276d3d70d695cef7bdb15c606a12ca051158 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Tue, 3 Nov 2026 12:07:14 +0000 Subject: [PATCH 7/8] Pair the f6e33b93 national with the dbacb023 local-area cut The local area moves from 6528c865 to microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023, built from PolicyEngine/microcosm#1428 at 329a99e71 (the national's commit and spine) with its gate-only sign-off (PolicyEngine/microcosm#1491), on policyengine-uk 2.165.1. Both cuts now certify on their own build, so the regional accepted-mismatch record and its input-surface audit drop out: area runs read every input the engine takes, company cars and ISA payments included. certify-data, the release lock, the TROs and the bundle checks are rerun; the lock and the household snapshots are unchanged. The certified local-area constants in the tests follow. Co-Authored-By: Claude Opus 5.5 --- ...ional-20261102T103421Z-f6e33b93.changed.md | 2 +- src/policyengine/data/bundle/manifest.json | 4401 +---------------- .../data/bundle/uk.trace.tro.jsonld | 4398 +--------------- .../data/bundle/us.trace.tro.jsonld | 4 +- tests/test_release_manifests.py | 2 +- tests/test_uk_regions.py | 2 +- 6 files changed, 12 insertions(+), 8797 deletions(-) diff --git a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md index 8048e66e..e51b4018 100644 --- a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md +++ b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md @@ -1 +1 @@ -Certify Microcosm UK for policyengine-uk 2.165.1: the national `microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93` (`microcosm_uk_2024_25`), built with 2.165.1 from PolicyEngine/microcosm#1428 at `329a99e71` (with PolicyEngine/microcosm#1422 and PolicyEngine/microcosm#1430 merged), 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, so it is routed on an accepted model mismatch with an audited input surface: no dropped column, and fourteen inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, Housing Benefit's permitted-work disregard, and the nine company car inputs, so local-area results carry no company cars). The UK model pin moves from 2.151.0 to 2.165.1. +Certify Microcosm UK for policyengine-uk 2.165.1: the national `microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93` (`microcosm_uk_2024_25`), built with 2.165.1 from PolicyEngine/microcosm#1428 at `329a99e71` (with PolicyEngine/microcosm#1422 and PolicyEngine/microcosm#1430 merged), and the local-area cut `microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023` (`microcosm_uk_2024_25_dense`), which constituency and local-authority regions route to. The local-area cut is built from the same commit and spine with its gate-only sign-off (PolicyEngine/microcosm#1491), also on 2.165.1, so both certify on their own build: area runs read every input the engine takes, company cars and ISA payments included. The UK model pin moves from 2.151.0 to 2.165.1. diff --git a/src/policyengine/data/bundle/manifest.json b/src/policyengine/data/bundle/manifest.json index abc7fd28..01cd9d4c 100644 --- a/src/policyengine/data/bundle/manifest.json +++ b/src/policyengine/data/bundle/manifest.json @@ -69,8 +69,8 @@ "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" + "revision": "microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023", + "sha256": "ef16a1d7a45407fe9d916fac4cdfc50fb5b04459451f00ca1ad06c8d3ab7c07c" }, "release_certification": { "path": "releases/microcosm-uk-2024-25-national/release_certification.json", @@ -123,4401 +123,10 @@ "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, and routed under policyengine-uk 2.165.1 on its audited input surface: no column is dropped, and fourteen inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, Housing Benefit's permitted-work disregard, and the nine company car inputs, so the local area carries no company cars).", - "area_receipts": "uncertified", - "built_with_model_version": "2.162.12", - "certified_for_model_version": "2.165.1", - "compatibility_basis": "accepted_model_mismatch", - "defaulted_inputs": [ - "cash_isa_balance", - "cash_isa_subscriptions", - "company_car_availability", - "company_car_capital_contributions", - "company_car_co2_emissions", - "company_car_electric_range", - "company_car_fuel_type", - "company_car_list_price", - "company_car_private_fuel_provided", - "company_car_private_use_payments", - "company_car_registered_from_6_april_2020", - "housing_benefit_permitted_work_disregard", - "stocks_and_shares_isa_balance", - "stocks_and_shares_isa_subscriptions" - ], - "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": [ - "cash_isa_balance", - "cash_isa_subscriptions", - "company_car_availability", - "company_car_capital_contributions", - "company_car_co2_emissions", - "company_car_electric_range", - "company_car_fuel_type", - "company_car_list_price", - "company_car_private_fuel_provided", - "company_car_private_use_payments", - "company_car_registered_from_6_april_2020", - "housing_benefit_permitted_work_disregard", - "stocks_and_shares_isa_balance", - "stocks_and_shares_isa_subscriptions" - ], - "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.", - "policyengine-uk 2.165.1 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.165.1's rules use them." - ], - "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_balance", - "cash_isa_subscriptions", - "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", - "company_car_availability", - "company_car_capital_contributions", - "company_car_co2_emissions", - "company_car_electric_range", - "company_car_fuel_type", - "company_car_list_price", - "company_car_private_fuel_provided", - "company_car_private_use_payments", - "company_car_registered_from_6_april_2020", - "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_permitted_work_disregard", - "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_balance", - "stocks_and_shares_isa_subscriptions", - "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_in_kind", - "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_benefit", - "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", - "cash_isa_balance", - "cash_isa_subscription_limit", - "cash_isa_subscriptions", - "cash_isa_subscriptions_above_limit", - "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", - "company_car_appropriate_percentage", - "company_car_availability", - "company_car_benefit", - "company_car_capital_contributions", - "company_car_co2_emissions", - "company_car_electric_range", - "company_car_fuel_type", - "company_car_list_price", - "company_car_private_fuel_provided", - "company_car_private_use_payments", - "company_car_registered_from_6_april_2020", - "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", - "forgoes_universal_credit_for_tax_free_childcare", - "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_company_car", - "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_applied_standard_earnings_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_childcare_earnings_limit", - "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_permitted_work_disregard", - "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_earnings_disregard", - "income_support_eligible", - "income_support_entitlement", - "income_support_net_earnings", - "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", - "isa_subscriptions", - "isa_subscriptions_above_limit", - "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_1a", - "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", - "stocks_and_shares_isa_balance", - "stocks_and_shares_isa_subscriptions", - "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_eligible_without_universal_credit", - "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_without_universal_credit", - "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_award_carries_deductions", - "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": "2.165.1", - "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.", - "policyengine-uk 2.165.1 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.165.1's rules use them.", - "area runs on policyengine-uk 2.165.1 default 14 inputs that the regional file does not store and its build model, policyengine-uk 2.162.12, did not take as inputs, so area results for measures that read them use those defaults: cash_isa_balance, cash_isa_subscriptions, company_car_availability, company_car_capital_contributions, company_car_co2_emissions, company_car_electric_range, company_car_fuel_type, company_car_list_price, company_car_private_fuel_provided, company_car_private_use_payments, company_car_registered_from_6_april_2020, housing_benefit_permitted_work_disregard, stocks_and_shares_isa_balance, stocks_and_shares_isa_subscriptions" - ], - "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-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", + "regional_release_manifest_uri": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023/releases/microcosm-uk-2024-25-dense/release_manifest.json", + "regional_source_manifest_sha256": "05af6567640009a4509d8283465cc77d81423f2669fbd9c799ed12f2c8d0d152", + "regional_source_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023/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-20261102T103421Z-f6e33b93/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-20261102T103421Z-f6e33b93/releases/microcosm-uk-2024-25-national/release_manifest.json", diff --git a/src/policyengine/data/bundle/uk.trace.tro.jsonld b/src/policyengine/data/bundle/uk.trace.tro.jsonld index ad955176..8d427007 100644 --- a/src/policyengine/data/bundle/uk.trace.tro.jsonld +++ b/src/policyengine/data/bundle/uk.trace.tro.jsonld @@ -75,7 +75,7 @@ "@type": "trov:ResearchArtifact", "schema:name": "policyengine.py bundle manifest for uk", "trov:mimeType": "application/json", - "trov:sha256": "90f57a7025fdabd78caca873a8bff7674b6184016f51312709f85adc48d16ffd" + "trov:sha256": "d3df4419ca495db0569151a68fcd46801ba6a6af822e6b54015a705e62a25159" }, { "@id": "composition/1/artifact/data_release_manifest", @@ -102,7 +102,7 @@ "trov:hasFingerprint": { "@id": "composition/1/fingerprint", "@type": "trov:CompositionFingerprint", - "trov:sha256": "4045ea4e2fc1533b3eb37ee0a9f4213c42990e320c9324185608a2b045a42932" + "trov:sha256": "a14342f91f02a58f09415041433a010020169ca18aae9fe87b2674ca0a03c26f" } }, "trov:hasPerformance": { @@ -115,4400 +115,6 @@ "pe:coreBinding": "bundle_pin", "pe:dataBuildId": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", "pe:emittedIn": "repository-bundle", - "pe:regionalCertification": { - "@type": "@json", - "@value": { - "accepted_reason": "Built from the head of PolicyEngine/policyengine-uk#2695 (b71ce793), labelled 2.162.12, and routed under policyengine-uk 2.165.1 on its audited input surface: no column is dropped, and fourteen inputs added after 2.162.12 take their defaults (the cash and stocks-and-shares ISA balances and subscriptions, Housing Benefit's permitted-work disregard, and the nine company car inputs, so the local area carries no company cars).", - "area_receipts": "uncertified", - "built_with_model_version": "2.162.12", - "certified_for_model_version": "2.165.1", - "compatibility_basis": "accepted_model_mismatch", - "defaulted_inputs": [ - "cash_isa_balance", - "cash_isa_subscriptions", - "company_car_availability", - "company_car_capital_contributions", - "company_car_co2_emissions", - "company_car_electric_range", - "company_car_fuel_type", - "company_car_list_price", - "company_car_private_fuel_provided", - "company_car_private_use_payments", - "company_car_registered_from_6_april_2020", - "housing_benefit_permitted_work_disregard", - "stocks_and_shares_isa_balance", - "stocks_and_shares_isa_subscriptions" - ], - "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": [ - "cash_isa_balance", - "cash_isa_subscriptions", - "company_car_availability", - "company_car_capital_contributions", - "company_car_co2_emissions", - "company_car_electric_range", - "company_car_fuel_type", - "company_car_list_price", - "company_car_private_fuel_provided", - "company_car_private_use_payments", - "company_car_registered_from_6_april_2020", - "housing_benefit_permitted_work_disregard", - "stocks_and_shares_isa_balance", - "stocks_and_shares_isa_subscriptions" - ], - "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.", - "policyengine-uk 2.165.1 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.165.1's rules use them." - ], - "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_balance", - "cash_isa_subscriptions", - "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", - "company_car_availability", - "company_car_capital_contributions", - "company_car_co2_emissions", - "company_car_electric_range", - "company_car_fuel_type", - "company_car_list_price", - "company_car_private_fuel_provided", - "company_car_private_use_payments", - "company_car_registered_from_6_april_2020", - "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_permitted_work_disregard", - "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_balance", - "stocks_and_shares_isa_subscriptions", - "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_in_kind", - "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_benefit", - "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", - "cash_isa_balance", - "cash_isa_subscription_limit", - "cash_isa_subscriptions", - "cash_isa_subscriptions_above_limit", - "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", - "company_car_appropriate_percentage", - "company_car_availability", - "company_car_benefit", - "company_car_capital_contributions", - "company_car_co2_emissions", - "company_car_electric_range", - "company_car_fuel_type", - "company_car_list_price", - "company_car_private_fuel_provided", - "company_car_private_use_payments", - "company_car_registered_from_6_april_2020", - "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", - "forgoes_universal_credit_for_tax_free_childcare", - "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_company_car", - "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_applied_standard_earnings_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_childcare_earnings_limit", - "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_permitted_work_disregard", - "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_earnings_disregard", - "income_support_eligible", - "income_support_entitlement", - "income_support_net_earnings", - "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", - "isa_subscriptions", - "isa_subscriptions_above_limit", - "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_1a", - "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", - "stocks_and_shares_isa_balance", - "stocks_and_shares_isa_subscriptions", - "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_eligible_without_universal_credit", - "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_without_universal_credit", - "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_award_carries_deductions", - "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": "2.165.1", - "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.", - "policyengine-uk 2.165.1 changes rules after 2.162.14. This audit covers the inputs the cut stores, not how 2.165.1's rules use them.", - "area runs on policyengine-uk 2.165.1 default 14 inputs that the regional file does not store and its build model, policyengine-uk 2.162.12, did not take as inputs, so area results for measures that read them use those defaults: cash_isa_balance, cash_isa_subscriptions, company_car_availability, company_car_capital_contributions, company_car_co2_emissions, company_car_electric_range, company_car_fuel_type, company_car_list_price, company_car_private_fuel_provided, company_car_private_use_payments, company_car_registered_from_6_april_2020, housing_benefit_permitted_work_disregard, stocks_and_shares_isa_balance, stocks_and_shares_isa_subscriptions" - ], - "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-20261102T103421Z-f6e33b93 for policyengine-uk 2.165.1.", "trov:accessedArrangement": { "@id": "arrangement/1" diff --git a/src/policyengine/data/bundle/us.trace.tro.jsonld b/src/policyengine/data/bundle/us.trace.tro.jsonld index 628f7b6d..e92bd1e5 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": "90f57a7025fdabd78caca873a8bff7674b6184016f51312709f85adc48d16ffd" + "trov:sha256": "d3df4419ca495db0569151a68fcd46801ba6a6af822e6b54015a705e62a25159" }, { "@id": "composition/1/artifact/data_release_manifest", @@ -101,7 +101,7 @@ "trov:hasFingerprint": { "@id": "composition/1/fingerprint", "@type": "trov:CompositionFingerprint", - "trov:sha256": "33b1fbf4a294bda1007234dae8f76bc65e10b0453a1b8a64bb54e3927249178f" + "trov:sha256": "ea3e62db42e26ee3901ebefd18d50306aecbded2f41c1c08601cb483e25f2719" } }, "trov:hasPerformance": { diff --git a/tests/test_release_manifests.py b/tests/test_release_manifests.py index 999775ce..46b760e0 100644 --- a/tests/test_release_manifests.py +++ b/tests/test_release_manifests.py @@ -79,7 +79,7 @@ UK_DATA_RELEASE_ID = "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" UK_DATA_RELEASE_REVISION = "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" UK_DATA_RELEASE_PATH = "releases/microcosm-uk-2024-25-national/release_manifest.json" -UK_LOCAL_AREA_RELEASE_ID = "microcosm-uk-2024-25-dense-20261027T154955Z-6528c865" +UK_LOCAL_AREA_RELEASE_ID = "microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023" # 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 dea2891e..10992bd5 100644 --- a/tests/test_uk_regions.py +++ b/tests/test_uk_regions.py @@ -28,7 +28,7 @@ ) UK_CERTIFIED_LOCAL_AREA_URI = ( "hf://policyengine/populace-uk-private/microcosm_uk_2024_25_dense.h5" - "@microcosm-uk-2024-25-dense-20261027T154955Z-6528c865" + "@microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023" ) UK_AREA_REGION_COUNT = 650 + 361 From a0f2221c7c7c7bc700703ddfa55b8a9c25dbc45d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Mar=C3=ADa=20Juaristi?= <127882282+juaristi22@users.noreply.github.com> Date: Wed, 4 Nov 2026 13:12:30 +0000 Subject: [PATCH 8/8] Certify the #1491 pair: national 0639b9c7 and local-area cut 83802786 The national moves from f6e33b93 to microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7, built from PolicyEngine/microcosm#1491 at dd99a1dcd on policyengine-uk 2.165.1, and the local area from dbacb023 to microcosm-uk-2024-25-dense-20261104T093024Z-83802786, built from the same commit and spine with its gate-only sign-off (5293966d4). Both certify on their own build. certify-data, the release lock, the TROs and the bundle checks are rerun; the household snapshots are unchanged. The bundle versions follow main's 6.13.0 (bump_version.sync_bundle_versions), the certified constants in the tests follow uk_qualification.rewrite_certified_constants plus the local-area id, and one changelog fragment describes the new pair. Co-Authored-By: Claude Opus 5.5 --- ...ional-20261102T103421Z-f6e33b93.changed.md | 1 - ...ional-20261103T154302Z-0639b9c7.changed.md | 1 + src/policyengine/data/bundle/manifest.json | 82 +++++++++---------- .../data/bundle/uk.trace.tro.jsonld | 26 +++--- .../data/bundle/us.trace.tro.jsonld | 10 +-- tests/test_models.py | 2 +- tests/test_release_manifests.py | 6 +- tests/test_uk_regions.py | 4 +- 8 files changed, 66 insertions(+), 66 deletions(-) delete mode 100644 changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md create mode 100644 changelog.d/certify-uk-microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7.changed.md diff --git a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md deleted file mode 100644 index e51b4018..00000000 --- a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93.changed.md +++ /dev/null @@ -1 +0,0 @@ -Certify Microcosm UK for policyengine-uk 2.165.1: the national `microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93` (`microcosm_uk_2024_25`), built with 2.165.1 from PolicyEngine/microcosm#1428 at `329a99e71` (with PolicyEngine/microcosm#1422 and PolicyEngine/microcosm#1430 merged), and the local-area cut `microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023` (`microcosm_uk_2024_25_dense`), which constituency and local-authority regions route to. The local-area cut is built from the same commit and spine with its gate-only sign-off (PolicyEngine/microcosm#1491), also on 2.165.1, so both certify on their own build: area runs read every input the engine takes, company cars and ISA payments included. The UK model pin moves from 2.151.0 to 2.165.1. diff --git a/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7.changed.md b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7.changed.md new file mode 100644 index 00000000..49f4812f --- /dev/null +++ b/changelog.d/certify-uk-microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7.changed.md @@ -0,0 +1 @@ +Certify Microcosm UK for policyengine-uk 2.165.1: the national `microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7` (`microcosm_uk_2024_25`), built with 2.165.1 from PolicyEngine/microcosm#1491 at `dd99a1dcd`, and the local-area cut `microcosm-uk-2024-25-dense-20261104T093024Z-83802786` (`microcosm_uk_2024_25_dense`), which constituency and local-authority regions route to. The national binds HMRC's 2024-25 company car holders, taxable value and fuel counts, and bands SPI records on total income net of expenses. The local-area cut is built from the same commit and spine with its gate-only sign-off (`5293966d4`), also on 2.165.1, so both certify on their own build: area runs read every input the engine takes, company cars and ISA payments included. The UK model pin moves from 2.151.0 to 2.165.1. diff --git a/src/policyengine/data/bundle/manifest.json b/src/policyengine/data/bundle/manifest.json index 01cd9d4c..a1965c40 100644 --- a/src/policyengine/data/bundle/manifest.json +++ b/src/policyengine/data/bundle/manifest.json @@ -1,10 +1,10 @@ { - "bundle_version": "6.12.0", + "bundle_version": "6.13.0", "citation": { "publisher": "PolicyEngine", - "title": "PolicyEngine bundle 6.12.0", + "title": "PolicyEngine bundle 6.13.0", "type": "software-bundle", - "version": "6.12.0" + "version": "6.13.0" }, "countries": { "uk": { @@ -16,31 +16,31 @@ }, "data_releases": { "uk": { - "build_id": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", - "bundle_id": "uk-6.12.0", + "build_id": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", + "bundle_id": "uk-6.13.0", "certification": { "built_with_model_version": "2.165.1", "certified_by": "policyengine.py bundle certification", "certified_for_model_version": "2.165.1", "compatibility_basis": "built_with_model_package", "core_binding": "bundle_pin", - "data_build_id": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" + "data_build_id": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7" }, "certified_data_artifact": { - "build_id": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "build_id": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", "data_package": { "name": "microcosm-data", "version": "0.1.0" }, "dataset": "microcosm_uk_2024_25", - "sha256": "a59456800f3dcc9b6b1c8c6e0271c3d1a0a599b929e0a6dd3fcd5112830af194", - "uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" + "sha256": "b35b336242caef97892efdc475d35a55160ef22388f42ebf2a610b410dd60837", + "uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7" }, "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-20261102T103421Z-f6e33b93", + "release_manifest_revision": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", "repo_id": "policyengine/populace-uk-private", "repo_type": "dataset", "version": "0.1.0" @@ -50,68 +50,68 @@ "calibration_diagnostics": { "path": "releases/microcosm-uk-2024-25-national/calibration_diagnostics.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", - "sha256": "a14152fa1cf1d95aec469c527d6af7d4a07bd924251eaa723aaba25b70e2e74f" + "revision": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", + "sha256": "851969f7398fef4a72c78ce81e3d5532944ee2359ec16cbc63cbe2c6d33b6341" }, "microcosm_uk_2024_25": { "path": "microcosm_uk_2024_25.h5", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", - "sha256": "a59456800f3dcc9b6b1c8c6e0271c3d1a0a599b929e0a6dd3fcd5112830af194" + "revision": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", + "sha256": "b35b336242caef97892efdc475d35a55160ef22388f42ebf2a610b410dd60837" }, "microcosm_uk_2024_25_calibration": { "path": "microcosm_uk_2024_25_calibration.npz", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", - "sha256": "ed0952c2a6fbc1a7925e4bdb150e504fa27b2baae628f24fa1406ac6205528ea" + "revision": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", + "sha256": "7c2ec377c67c716463ea858e61556bd1dda5c899c269f2c9bc5f1ac15bf1983b" }, "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-20261103T092045Z-dbacb023", - "sha256": "ef16a1d7a45407fe9d916fac4cdfc50fb5b04459451f00ca1ad06c8d3ab7c07c" + "revision": "microcosm-uk-2024-25-dense-20261104T093024Z-83802786", + "sha256": "51a370ffee1414a39ffe192f9031b5b4a7e8970ebd8cc98c4049ebceaea6a323" }, "release_certification": { "path": "releases/microcosm-uk-2024-25-national/release_certification.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", - "sha256": "b7b1d391bfa1937285717f971862d9345cdb547e8f1136644e6515335160e09d" + "revision": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", + "sha256": "d5a78e22bb23223ddc58444e894df5e76bbb5cbfea1c953ee9b6dcb4910e634c" }, "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-20261102T103421Z-f6e33b93", - "sha256": "71de392cd8309e12933db35a21fa44db8bd6149d800882c6425add8d049c2028" + "revision": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", + "sha256": "26083c43c6da41318b584293bee0055d859cfe578a2ebad43aaf6441d126a718" }, "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-20261102T103421Z-f6e33b93", - "sha256": "45ed6088340de8acad9dcd495e8f2fe2972c5614f135fe67aeabb658cead7ff5" + "revision": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", + "sha256": "59711c83849bb7b2d975484eca15f3669d33e59f9a2b2853ff01f97d429040f3" }, "spine_gates": { "path": "releases/microcosm-uk-2024-25-national/spine_gates.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", - "sha256": "6e16461b33477b381a9bad438133c705ce50c656000fada28c1a77b887bbca5c" + "revision": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", + "sha256": "40163889bbd38d005e1b4175d42265b6e4b2b2cc8d2278d1cd6ba51fc1d06905" }, "terminal_gates": { "path": "releases/microcosm-uk-2024-25-national/terminal_gates.json", "repo_id": "policyengine/populace-uk-private", - "revision": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", - "sha256": "c810b22f5f7ac24553f6b12c3c78d4e65ed85b5b55da3a5a368120c73514be21" + "revision": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", + "sha256": "3150839a2c658402387ff94c5ca6baefaac81e8f196fc9d286d7f7af24a2b34c" } }, "default_dataset": "microcosm_uk_2024_25", - "default_dataset_uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "default_dataset_uri": "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5@microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", "model_package": { "name": "policyengine-uk", "sha256": "e8327ffe22393d468f7c4bb0e1e18b8b8ed7241b1a5fcec447917196e8a1b4fa", "version": "2.165.1", "wheel_url": "https://files.pythonhosted.org/packages/eb/3c/4db973ea84deb97e32a4a67a832babbade2475f2df9edc7a2494dae86d69/policyengine_uk-2.165.1-py3-none-any.whl" }, - "policyengine_version": "6.12.0", + "policyengine_version": "6.13.0", "region_datasets": { "constituency": { "path_template": "microcosm_uk_2024_25_dense.h5" @@ -124,17 +124,17 @@ } }, "regional_release_kind": "local_area", - "regional_release_manifest_uri": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023/releases/microcosm-uk-2024-25-dense/release_manifest.json", - "regional_source_manifest_sha256": "05af6567640009a4509d8283465cc77d81423f2669fbd9c799ed12f2c8d0d152", - "regional_source_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023/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-20261102T103421Z-f6e33b93/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-20261104T093024Z-83802786/releases/microcosm-uk-2024-25-dense/release_manifest.json", + "regional_source_manifest_sha256": "cb56e4072b41bc757bcdc48acbe7840fa1262ab18bc600e89cf0f97ba8ec475a", + "regional_source_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-dense-20261104T093024Z-83802786/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-20261103T154302Z-0639b9c7/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-20261102T103421Z-f6e33b93/releases/microcosm-uk-2024-25-national/release_manifest.json", - "version": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" + "source_manifest_uri": "hf://dataset/policyengine/populace-uk-private@microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7/releases/microcosm-uk-2024-25-national/release_manifest.json", + "version": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7" }, "us": { "build_id": "populace-us-2024-spm-20260915", - "bundle_id": "us-6.12.0", + "bundle_id": "us-6.13.0", "certification": { "built_with_model_version": "2.2.1", "certified_by": "policyengine.py bundle certification", @@ -239,7 +239,7 @@ "version": "2.2.1", "wheel_url": "https://files.pythonhosted.org/packages/5e/09/86ac3968d2a18e28fce3ba1186fc21728e9f299b96a806d6f204f1e0aaed/policyengine_us-2.2.1-py3-none-any.whl" }, - "policyengine_version": "6.12.0", + "policyengine_version": "6.13.0", "region_datasets": { "congressional_district": { "path_template": "populace_us_2024_acs_local.h5" @@ -349,10 +349,10 @@ "packages": { "policyengine": { "import_name": "policyengine", - "install_requirement": "policyengine==6.12.0", + "install_requirement": "policyengine==6.13.0", "name": "policyengine", "role": "bundle_carrier", - "version": "6.12.0" + "version": "6.13.0" }, "policyengine-core": { "import_name": "policyengine_core", @@ -388,6 +388,6 @@ "wheel_url": "https://files.pythonhosted.org/packages/19/a0/c484f69a0ebf88a9b9fd0ac28176f8df66550f46714f1b0c5ec0b360824e/spm_calculator-1.0.0-py3-none-any.whl" } }, - "policyengine_version": "6.12.0", + "policyengine_version": "6.13.0", "schema_version": 2 } diff --git a/src/policyengine/data/bundle/uk.trace.tro.jsonld b/src/policyengine/data/bundle/uk.trace.tro.jsonld index 8d427007..3c1b1ee0 100644 --- a/src/policyengine/data/bundle/uk.trace.tro.jsonld +++ b/src/policyengine/data/bundle/uk.trace.tro.jsonld @@ -17,19 +17,19 @@ "schema:name": "PolicyEngine", "schema:url": "https://policyengine.org" }, - "schema:dateCreated": "2026-11-02T12:46:08.107186+00:00", - "schema:description": "TRACE TRO for certified runtime bundle uk-6.12.0 covering the bundle manifest, the certified dataset artifact, the country model wheel, and the country data release manifest when it is available.", + "schema:dateCreated": "2026-11-03T17:07:52.460115+00:00", + "schema:description": "TRACE TRO for certified runtime bundle uk-6.13.0 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": { "@type": "schema:SoftwareApplication", "schema:name": "policyengine", - "schema:softwareVersion": "6.12.0" + "schema:softwareVersion": "6.13.0" }, "trov:hasArrangement": [ { "@id": "arrangement/1", "@type": "trov:ArtifactArrangement", - "rdfs:comment": "Certified arrangement for bundle uk-6.12.0.", + "rdfs:comment": "Certified arrangement for bundle uk-6.13.0.", "trov:hasArtifactLocation": [ { "@id": "arrangement/1/location/bundle_manifest", @@ -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-20261102T103421Z-f6e33b93/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-20261103T154302Z-0639b9c7/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-20261102T103421Z-f6e33b93/microcosm_uk_2024_25.h5" + "trov:hasLocation": "https://huggingface.co/datasets/policyengine/populace-uk-private/resolve/microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7/microcosm_uk_2024_25.h5" }, { "@id": "arrangement/1/location/model_wheel", @@ -75,21 +75,21 @@ "@type": "trov:ResearchArtifact", "schema:name": "policyengine.py bundle manifest for uk", "trov:mimeType": "application/json", - "trov:sha256": "d3df4419ca495db0569151a68fcd46801ba6a6af822e6b54015a705e62a25159" + "trov:sha256": "2f1a76a1b191cf5f2a1c13672bf5d5a0abdd22a4a4ceb70a3ed5de87906ae790" }, { "@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": "9377ba410a4f73d8ccc955a1e9a6dfd18b0e16c300351172f9822dec51ff898d" + "trov:sha256": "021330461f8bce485ac74c00198a621d9f38658044be0be2454e0c422bd48c0f" }, { "@id": "composition/1/artifact/dataset", "@type": "trov:ResearchArtifact", "schema:name": "microcosm_uk_2024_25", "trov:mimeType": "application/x-hdf5", - "trov:sha256": "a59456800f3dcc9b6b1c8c6e0271c3d1a0a599b929e0a6dd3fcd5112830af194" + "trov:sha256": "b35b336242caef97892efdc475d35a55160ef22388f42ebf2a610b410dd60837" }, { "@id": "composition/1/artifact/model_wheel", @@ -102,7 +102,7 @@ "trov:hasFingerprint": { "@id": "composition/1/fingerprint", "@type": "trov:CompositionFingerprint", - "trov:sha256": "a14342f91f02a58f09415041433a010020169ca18aae9fe87b2674ca0a03c26f" + "trov:sha256": "d01daf2bac51eaf88da86f147942c079f113e18ebae51b187ad1c01820cf9c1c" } }, "trov:hasPerformance": { @@ -113,13 +113,13 @@ "pe:certifiedForModelVersion": "2.165.1", "pe:compatibilityBasis": "built_with_model_package", "pe:coreBinding": "bundle_pin", - "pe:dataBuildId": "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93", + "pe:dataBuildId": "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7", "pe:emittedIn": "repository-bundle", - "rdfs:comment": "Certification of build microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93 for policyengine-uk 2.165.1.", + "rdfs:comment": "Certification of build microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7 for policyengine-uk 2.165.1.", "trov:accessedArrangement": { "@id": "arrangement/1" }, - "trov:startedAtTime": "2026-11-02T12:46:08.107186+00:00", + "trov:startedAtTime": "2026-11-03T17:07:52.460115+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 e92bd1e5..18ca3e81 100644 --- a/src/policyengine/data/bundle/us.trace.tro.jsonld +++ b/src/policyengine/data/bundle/us.trace.tro.jsonld @@ -17,18 +17,18 @@ "schema:name": "PolicyEngine", "schema:url": "https://policyengine.org" }, - "schema:description": "TRACE TRO for certified runtime bundle us-6.12.0 covering the bundle manifest, the certified dataset artifact, the country model wheel, and the country data release manifest when it is available.", + "schema:description": "TRACE TRO for certified runtime bundle us-6.13.0 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 us certified bundle TRO", "trov:createdWith": { "@type": "schema:SoftwareApplication", "schema:name": "policyengine", - "schema:softwareVersion": "6.12.0" + "schema:softwareVersion": "6.13.0" }, "trov:hasArrangement": [ { "@id": "arrangement/1", "@type": "trov:ArtifactArrangement", - "rdfs:comment": "Certified arrangement for bundle us-6.12.0.", + "rdfs:comment": "Certified arrangement for bundle us-6.13.0.", "trov:hasArtifactLocation": [ { "@id": "arrangement/1/location/bundle_manifest", @@ -74,7 +74,7 @@ "@type": "trov:ResearchArtifact", "schema:name": "policyengine.py bundle manifest for us", "trov:mimeType": "application/json", - "trov:sha256": "d3df4419ca495db0569151a68fcd46801ba6a6af822e6b54015a705e62a25159" + "trov:sha256": "2f1a76a1b191cf5f2a1c13672bf5d5a0abdd22a4a4ceb70a3ed5de87906ae790" }, { "@id": "composition/1/artifact/data_release_manifest", @@ -101,7 +101,7 @@ "trov:hasFingerprint": { "@id": "composition/1/fingerprint", "@type": "trov:CompositionFingerprint", - "trov:sha256": "ea3e62db42e26ee3901ebefd18d50306aecbded2f41c1c08601cb483e25f2719" + "trov:sha256": "92cc9fffc35ab3330758a3ac661ea7a5a61a452ce3926098eee990f61f02dc0c" } }, "trov:hasPerformance": { diff --git a/tests/test_models.py b/tests/test_models.py index 6eb94c59..f9346036 100644 --- a/tests/test_models.py +++ b/tests/test_models.py @@ -49,7 +49,7 @@ def test_has_release_manifest_metadata(self): assert ( uk_latest.default_dataset_uri == "hf://policyengine/populace-uk-private/microcosm_uk_2024_25.h5" - "@microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" + "@microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7" ) def test_has_hundreds_of_parameters(self): diff --git a/tests/test_release_manifests.py b/tests/test_release_manifests.py index 448bb5b4..c6392e00 100644 --- a/tests/test_release_manifests.py +++ b/tests/test_release_manifests.py @@ -76,10 +76,10 @@ UK_MODEL_VERSION = "2.165.1" UK_BUILT_WITH_MODEL_VERSION = "2.165.1" UK_DATA_RELEASE_VERSION = "0.1.0" -UK_DATA_RELEASE_ID = "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" -UK_DATA_RELEASE_REVISION = "microcosm-uk-2024-25-national-20261102T103421Z-f6e33b93" +UK_DATA_RELEASE_ID = "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7" +UK_DATA_RELEASE_REVISION = "microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7" UK_DATA_RELEASE_PATH = "releases/microcosm-uk-2024-25-national/release_manifest.json" -UK_LOCAL_AREA_RELEASE_ID = "microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023" +UK_LOCAL_AREA_RELEASE_ID = "microcosm-uk-2024-25-dense-20261104T093024Z-83802786" # 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 10992bd5..6aafc93b 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-20261102T103421Z-f6e33b93" + "@microcosm-uk-2024-25-national-20261103T154302Z-0639b9c7" ) UK_CERTIFIED_LOCAL_AREA_URI = ( "hf://policyengine/populace-uk-private/microcosm_uk_2024_25_dense.h5" - "@microcosm-uk-2024-25-dense-20261103T092045Z-dbacb023" + "@microcosm-uk-2024-25-dense-20261104T093024Z-83802786" ) UK_AREA_REGION_COUNT = 650 + 361