{
  "manifest_version": "1.0",
  "kind": "bulk",
  "product": "Hazard Plain",
  "release": "2026-10",
  "as_of": "2026-09-28",
  "built_at": "2026-09-29T23:20:43+00:00",
  "label": "Preview: automated baseline",
  "independence_note": "Hazard Plain is an independent product built from public federal data. It is not a FEMA document and is not reviewed or endorsed by FEMA or any state agency.",
  "disclaimer": "This product uses the Federal Emergency Management Agency's OpenFEMA API, but is not endorsed by FEMA. The Federal Government or FEMA cannot vouch for the data or analyses derived from these data after the data have been retrieved from the Agency's website(s).",
  "pipeline": {
    "render_git_sha": "ba99017b9ceedd2411541c4ba1bca41f10cf1dca",
    "render_git_dirty": false
  },
  "sensitive_scan": {
    "checked_columns": 497,
    "flagged": []
  },
  "tables": [
    {
      "name": "units",
      "built_from": "units.parquet",
      "description": "One row per packet unit (county areas and Vermont towns).",
      "rows": 3488,
      "columns": [
        "unit_id",
        "unit_type",
        "state_abbr",
        "name",
        "stcofips",
        "in_plan_data",
        "plan_key",
        "output_path",
        "n_member_keys"
      ],
      "sources": [
        "plans",
        "nri",
        "census_ref"
      ]
    },
    {
      "name": "plan_clock",
      "built_from": "plan_clock.parquet",
      "description": "Plan clock for every jurisdiction key (PLAN-1 to PLAN-9), with the jurisdiction name and type.",
      "rows": 32194,
      "columns": [
        "key",
        "id_class",
        "geoid",
        "name",
        "state_abbr",
        "jurisdiction_type",
        "as_of",
        "clock_status",
        "status_label",
        "current_plan_id",
        "current_plan_title",
        "current_plan_status",
        "approval_date",
        "expiration_date",
        "days_to_expiry",
        "lapse_bucket",
        "fema_label_lag",
        "update_stage",
        "update_plan_id",
        "update_plan_title",
        "update_label",
        "update_wording",
        "wording",
        "n_plans",
        "other_approved_plan_ids",
        "other_approved_note"
      ],
      "sources": [
        "plans",
        "census_ref"
      ]
    },
    {
      "name": "plan_membership",
      "built_from": "membership.parquet",
      "description": "Which county areas each jurisdiction key's plan clock row appears under.",
      "rows": 33127,
      "columns": [
        "key",
        "stcofips",
        "via",
        "also_extends_into",
        "former_county_label"
      ],
      "sources": [
        "plans",
        "census_ref"
      ]
    },
    {
      "name": "declarations_county",
      "built_from": "declarations_county.parquet",
      "description": "B1-d federal declarations by county area, with county Public Assistance dollars and plan flags.",
      "rows": 68194,
      "columns": [
        "stcofips",
        "state_abbr",
        "disaster_number",
        "fema_declaration_string",
        "declaration_type",
        "declaration_type_label",
        "declaration_date",
        "incident_begin_date",
        "incident_end_date",
        "incident_type",
        "title",
        "designated_incident_types",
        "hazard_class",
        "hazard_label",
        "counted",
        "primary_prefix",
        "also_designated_prefixes",
        "incident_id",
        "same_incident_as",
        "designated_area",
        "pa_program_declared",
        "former_county_label",
        "part_of_county",
        "pa_county_obligated",
        "pa_county_n_rows",
        "plan_key",
        "plan_clock_status",
        "plan_approval_date",
        "new_since_plan",
        "in_review_window",
        "within_5y",
        "as_of"
      ],
      "sources": [
        "declarations",
        "pa_summaries",
        "plans"
      ]
    },
    {
      "name": "declarations_statewide",
      "built_from": "declarations_statewide.parquet",
      "description": "Statewide declarations (county code 000), listed separately from county rows.",
      "rows": 460,
      "columns": [
        "state_fips",
        "state_abbr",
        "disaster_number",
        "fema_declaration_string",
        "declaration_type",
        "declaration_type_label",
        "declaration_date",
        "incident_begin_date",
        "incident_end_date",
        "incident_type",
        "title",
        "designated_incident_types",
        "hazard_class",
        "hazard_label",
        "counted",
        "primary_prefix",
        "also_designated_prefixes",
        "incident_id",
        "same_incident_as",
        "designated_area",
        "pa_program_declared",
        "within_5y",
        "as_of"
      ],
      "sources": [
        "declarations"
      ]
    },
    {
      "name": "nri_county_hazard",
      "built_from": "nri_county_hazard.parquet",
      "description": "B1-a, B1-e and B2 starter NRI values per county area and hazard (18 hazards), with FREQ descriptors.",
      "rows": 58176,
      "columns": [
        "stcofips",
        "prefix",
        "hazard",
        "applicable",
        "risk_rating",
        "risk_score",
        "eal_rating",
        "eal_total",
        "eal_b",
        "eal_a",
        "eal_pe",
        "eal_pe_share",
        "exp_total",
        "exp_b",
        "exp_pe",
        "exp_a",
        "eal_pct_buildings",
        "eal_pct_agriculture",
        "afreq",
        "afreq_label",
        "afreq_unit",
        "afreq_unit_label",
        "afreq_scope",
        "one_in_n",
        "days_per_year",
        "descriptor",
        "descriptor_metric",
        "descriptor_gap",
        "share_years_with_event_day",
        "evnts",
        "period_label",
        "rank_eal",
        "se_events_since_1996",
        "n_years_with_event_day",
        "share_period",
        "se_through_date",
        "se_partial_note"
      ],
      "sources": [
        "nri",
        "storm_events"
      ]
    },
    {
      "name": "nri_county_context",
      "built_from": "nri_county_context.parquet",
      "description": "Context: NRI ratings, population and building and agriculture value (total, not at risk).",
      "rows": 3232,
      "columns": [
        "stcofips",
        "state_abbr",
        "county",
        "county_type",
        "population",
        "buildvalue",
        "agrivalue",
        "risk_rating",
        "risk_score",
        "eal_valt",
        "eal_valb",
        "eal_vala",
        "eal_valpe",
        "sovi_rating",
        "resl_rating",
        "nri_ver"
      ],
      "sources": [
        "nri"
      ]
    },
    {
      "name": "b1c_extent",
      "built_from": "b1c_extent.parquet",
      "description": "B1-c extent per county area and Storm Events series.",
      "rows": 64640,
      "columns": [
        "stcofips",
        "prefix",
        "series",
        "series_label",
        "level",
        "scale_name",
        "method",
        "n_events",
        "n_county_records",
        "n_zone_records",
        "first_year",
        "last_year",
        "n_with_measure",
        "observed_min",
        "observed_median",
        "observed_max",
        "unit",
        "n_runs",
        "n_damaging",
        "worst_event_id",
        "worst_date",
        "worst_end_date",
        "worst_value",
        "worst_type",
        "worst_level",
        "worst_location",
        "worst_text",
        "worst_tie_dates",
        "max_damage_event_id",
        "max_damage_date",
        "max_damage_usd",
        "max_damage_text",
        "worst_label",
        "max_damage_label",
        "max_damage_differs",
        "applies_text",
        "applies_member_keys",
        "note_text"
      ],
      "sources": [
        "storm_events",
        "nws_zones"
      ]
    },
    {
      "name": "b1d_hazard_summary",
      "built_from": "b1d_hazard_summary.parquet",
      "description": "B1-d per-hazard summary per unit, with explicit no-recorded-events rows.",
      "rows": 62784,
      "columns": [
        "unit_id",
        "unit_type",
        "stcofips",
        "prefix",
        "hazard",
        "approval_date",
        "n_events_full",
        "n_events_since_plan",
        "n_events_review_window",
        "n_events_5y",
        "n_decl_full",
        "n_decl_since_plan",
        "period_first_year",
        "period_end_date",
        "period_text",
        "no_events_statement",
        "partial_note"
      ],
      "sources": [
        "storm_events",
        "declarations",
        "plans"
      ]
    },
    {
      "name": "storm_history",
      "built_from": "storm_history.parquet",
      "description": "B1-d Storm Events history per county area (the XLSX history sheet for every county).",
      "rows": 1929668,
      "columns": [
        "stcofips",
        "prefix",
        "event_id",
        "episode_id",
        "date",
        "end_date",
        "type",
        "magnitude",
        "magnitude_type",
        "tor_f_scale",
        "tor_length",
        "tor_width",
        "category",
        "magnitude_text",
        "damage_property_usd",
        "damage_crops_usd",
        "damage_text",
        "deaths",
        "injuries",
        "level",
        "zone_key",
        "location",
        "former_county_label",
        "n_units",
        "place_mentions",
        "new_since_plan",
        "in_review_window",
        "within_5y"
      ],
      "sources": [
        "storm_events",
        "nws_zones",
        "plans"
      ]
    },
    {
      "name": "b1e_bands",
      "built_from": "b1e_bands.parquet",
      "description": "B1-e intensity-banded historical frequency (FREQ-7).",
      "rows": 29088,
      "columns": [
        "stcofips",
        "prefix",
        "band",
        "first_year",
        "last_year",
        "n_events",
        "years",
        "per_year",
        "n_shared_records"
      ],
      "sources": [
        "storm_events"
      ]
    },
    {
      "name": "b1f_tract_range",
      "built_from": "b1f_tract_range.parquet",
      "description": "B1-f range of tract-level NRI risk scores per county area and hazard (rated tracts only).",
      "rows": 58176,
      "columns": [
        "stcofips",
        "prefix",
        "n_tracts",
        "n_rated",
        "score_min",
        "score_median",
        "score_max",
        "n_very_high",
        "n_rel_high",
        "n_rel_moderate",
        "n_rel_low",
        "n_very_low",
        "n_no_rating",
        "n_not_applicable",
        "n_insufficient_data"
      ],
      "sources": [
        "nri"
      ]
    },
    {
      "name": "b1f_member",
      "built_from": "b1f_member.parquet",
      "description": "B1-f per-member block: repeat-flood flag, PA dollars and Storm Events records naming the place.",
      "rows": 27189,
      "columns": [
        "unit_id",
        "stcofips",
        "key",
        "rl_any",
        "pa_status",
        "pa_total",
        "pa_since_plan",
        "n_event_mentions",
        "n_event_mentions_since_plan"
      ],
      "sources": [
        "plans",
        "nfip_mlp",
        "pa_summaries",
        "storm_events"
      ]
    },
    {
      "name": "b2_starter",
      "built_from": "b2_starter.parquet",
      "description": "B2-a and B2-b county-level starter per unit and hazard (NRI exposure and loss, Storm Events and PA since the plan).",
      "rows": 62784,
      "columns": [
        "unit_id",
        "unit_type",
        "stcofips",
        "prefix",
        "hazard",
        "applicable",
        "inherited_from",
        "exp_b",
        "exp_a",
        "exposed_population",
        "eal_b",
        "eal_a",
        "eal_pe",
        "eal_total",
        "eal_pct_buildings",
        "eal_pct_agriculture",
        "headline_metric",
        "headline_value",
        "headline_note",
        "since_date",
        "se_through_date",
        "se_n_county_since_plan",
        "se_n_county_damage_reported",
        "se_damage_since_plan_county",
        "se_n_zone_since_plan",
        "se_n_zone_damage_reported",
        "se_damage_since_plan_zone_reported",
        "pa_basis",
        "pa_since_plan",
        "pa_since_plan_n_declarations",
        "pa_since_plan_n_declarations_with_pa",
        "pa_since_plan_multi_hazard",
        "pa_since_plan_declarations"
      ],
      "sources": [
        "nri",
        "storm_events",
        "declarations",
        "pa_summaries",
        "plans"
      ]
    },
    {
      "name": "b2c_county",
      "built_from": "b2c_county.parquet",
      "description": "B2-c repeat-flood property counts per county area by occupancy group (aggregates only, RL-6).",
      "rows": 3232,
      "columns": [
        "stcofips",
        "fma_rl",
        "fma_srl",
        "nfip_rl",
        "nfip_srl",
        "any_category",
        "mitigated",
        "insured",
        "single_family_fma_rl",
        "single_family_fma_srl",
        "single_family_nfip_rl",
        "single_family_nfip_srl",
        "single_family_any_category",
        "single_family_mitigated",
        "single_family_insured",
        "res_2_4_fma_rl",
        "res_2_4_fma_srl",
        "res_2_4_nfip_rl",
        "res_2_4_nfip_srl",
        "res_2_4_any_category",
        "res_2_4_mitigated",
        "res_2_4_insured",
        "other_residential_fma_rl",
        "other_residential_fma_srl",
        "other_residential_nfip_rl",
        "other_residential_nfip_srl",
        "other_residential_any_category",
        "other_residential_mitigated",
        "other_residential_insured",
        "non_residential_fma_rl",
        "non_residential_fma_srl",
        "non_residential_nfip_rl",
        "non_residential_nfip_srl",
        "non_residential_any_category",
        "non_residential_mitigated",
        "non_residential_insured",
        "not_reported_fma_rl",
        "not_reported_fma_srl",
        "not_reported_nfip_rl",
        "not_reported_nfip_srl",
        "not_reported_any_category",
        "not_reported_mitigated",
        "not_reported_insured",
        "unassigned",
        "member_not_listed_here",
        "as_of_date"
      ],
      "sources": [
        "nfip_mlp"
      ]
    },
    {
      "name": "b2c_member",
      "built_from": "b2c_member.parquet",
      "description": "B2-c repeat-flood property counts per plan member community (NFIP community ID; aggregates only).",
      "rows": 25019,
      "columns": [
        "key",
        "community_id",
        "community_name",
        "joint_community",
        "joint_keys",
        "fma_rl",
        "fma_srl",
        "nfip_rl",
        "nfip_srl",
        "any_category",
        "mitigated",
        "insured",
        "single_family_fma_rl",
        "single_family_fma_srl",
        "single_family_nfip_rl",
        "single_family_nfip_srl",
        "single_family_any_category",
        "single_family_mitigated",
        "single_family_insured",
        "res_2_4_fma_rl",
        "res_2_4_fma_srl",
        "res_2_4_nfip_rl",
        "res_2_4_nfip_srl",
        "res_2_4_any_category",
        "res_2_4_mitigated",
        "res_2_4_insured",
        "other_residential_fma_rl",
        "other_residential_fma_srl",
        "other_residential_nfip_rl",
        "other_residential_nfip_srl",
        "other_residential_any_category",
        "other_residential_mitigated",
        "other_residential_insured",
        "non_residential_fma_rl",
        "non_residential_fma_srl",
        "non_residential_nfip_rl",
        "non_residential_nfip_srl",
        "non_residential_any_category",
        "non_residential_mitigated",
        "non_residential_insured",
        "not_reported_fma_rl",
        "not_reported_fma_srl",
        "not_reported_nfip_rl",
        "not_reported_nfip_srl",
        "not_reported_any_category",
        "not_reported_mitigated",
        "not_reported_insured",
        "as_of_date"
      ],
      "sources": [
        "nfip_mlp",
        "plans"
      ]
    },
    {
      "name": "b2c_county_community",
      "built_from": "b2c_county_community.parquet",
      "description": "B2-c counts per NFIP community within each county area (aggregates only).",
      "rows": 9248,
      "columns": [
        "stcofips",
        "community_id",
        "community_name",
        "member_keys",
        "member_listed_here",
        "unassigned_reason",
        "fma_rl",
        "fma_srl",
        "nfip_rl",
        "nfip_srl",
        "any_category",
        "mitigated",
        "insured",
        "single_family_fma_rl",
        "single_family_fma_srl",
        "single_family_nfip_rl",
        "single_family_nfip_srl",
        "single_family_any_category",
        "single_family_mitigated",
        "single_family_insured",
        "res_2_4_fma_rl",
        "res_2_4_fma_srl",
        "res_2_4_nfip_rl",
        "res_2_4_nfip_srl",
        "res_2_4_any_category",
        "res_2_4_mitigated",
        "res_2_4_insured",
        "other_residential_fma_rl",
        "other_residential_fma_srl",
        "other_residential_nfip_rl",
        "other_residential_nfip_srl",
        "other_residential_any_category",
        "other_residential_mitigated",
        "other_residential_insured",
        "non_residential_fma_rl",
        "non_residential_fma_srl",
        "non_residential_nfip_rl",
        "non_residential_nfip_srl",
        "non_residential_any_category",
        "non_residential_mitigated",
        "non_residential_insured",
        "not_reported_fma_rl",
        "not_reported_fma_srl",
        "not_reported_nfip_rl",
        "not_reported_nfip_srl",
        "not_reported_any_category",
        "not_reported_mitigated",
        "not_reported_insured"
      ],
      "sources": [
        "nfip_mlp",
        "plans"
      ]
    },
    {
      "name": "what_changed",
      "built_from": "what_changed.parquet",
      "description": "The page 1 box: what changed since the last plan, per unit.",
      "rows": 3488,
      "columns": [
        "unit_id",
        "unit_type",
        "stcofips",
        "approval_date",
        "as_of",
        "new_declarations",
        "n_new_declaration_rows",
        "n_new_incidents_counted",
        "n_storm_records_since_plan",
        "prior_release",
        "rl_any_category_prior",
        "rl_any_category_now",
        "rl_change",
        "rl_note",
        "n_changes_since_prior_release"
      ],
      "sources": [
        "plans",
        "declarations",
        "storm_events",
        "nfip_mlp"
      ]
    },
    {
      "name": "vt_towns",
      "built_from": "vt_towns.parquet",
      "description": "Vermont town units: own plan clock, repeat-flood counts and PA.",
      "rows": 256,
      "columns": [
        "unit_id",
        "name",
        "state_abbr",
        "stcofips",
        "county_name",
        "inherited_from",
        "plan_key",
        "in_plan_data",
        "plan_row_note",
        "as_of",
        "clock_status",
        "status_label",
        "current_plan_id",
        "current_plan_title",
        "approval_date",
        "expiration_date",
        "days_to_expiry",
        "lapse_bucket",
        "update_stage",
        "update_label",
        "update_wording",
        "wording",
        "b2c_status",
        "b2c_n_communities",
        "b2c_community_ids",
        "b2c_joint_community",
        "b2c_fma_rl",
        "b2c_fma_srl",
        "b2c_nfip_rl",
        "b2c_nfip_srl",
        "b2c_any_category",
        "b2c_mitigated",
        "b2c_insured",
        "b2c_as_of_date",
        "pa_status",
        "pa_total",
        "pa_n_disasters",
        "pa_since_plan",
        "pa_since_plan_n_disasters",
        "n_event_records_naming_town",
        "n_event_records_naming_town_since_plan",
        "n_declaration_rows",
        "n_declaration_rows_new_since_plan"
      ],
      "sources": [
        "plans",
        "nfip_mlp",
        "pa_summaries",
        "storm_events",
        "census_ref"
      ]
    }
  ],
  "sources": [
    {
      "source": "plans",
      "publisher": "FEMA",
      "dataset": "OpenFEMA HazardMitigationPlanStatuses v1",
      "version": "2026-09-26T121003Z",
      "pulled": "2026-09-28",
      "pulled_at": "2026-09-28T03:14:18+00:00",
      "as_of_date": null
    },
    {
      "source": "declarations",
      "publisher": "FEMA",
      "dataset": "OpenFEMA DisasterDeclarationsSummaries v2",
      "version": "2026-09-27T010817Z",
      "pulled": "2026-09-28",
      "pulled_at": "2026-09-28T03:14:30+00:00",
      "as_of_date": null
    },
    {
      "source": "pa_summaries",
      "publisher": "FEMA",
      "dataset": "OpenFEMA PublicAssistanceFundedProjectsSummaries v1",
      "version": "2026-09-26T151157Z",
      "pulled": "2026-09-28",
      "pulled_at": "2026-09-28T03:14:47+00:00",
      "as_of_date": null
    },
    {
      "source": "nfip_mlp",
      "publisher": "FEMA",
      "dataset": "OpenFEMA NfipMultipleLossProperties v1",
      "version": "2026-08-04T164045Z",
      "pulled": "2026-09-28",
      "pulled_at": "2026-09-28T03:15:22+00:00",
      "as_of_date": "2026-08-02"
    },
    {
      "source": "nri",
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}
