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Publish Auburn civic data export

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README.md ADDED
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+ ---
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+ license: other
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+ pretty_name: Auburn Civic Data
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+ task_categories:
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+ - tabular-classification
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+ tags:
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+ - civic-data
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+ - gis
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+ - postgis
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+ - auburn
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+ - alabama
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+ - parcels
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+ - zoning
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+ ---
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+
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+ # Auburn Civic Data
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+
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+ This dataset packages public City of Auburn, Alabama civic GIS data for Ask Auburn and downstream civic-data analysis.
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+
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+ - Hugging Face repo: `mm-intelligence/auburn-civic-data`
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+ - Generated: 2026-05-11 18:38 UTC
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+ - Tables: 17
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+ - Rows: 101,935
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+ - Source: City of Auburn public ArcGIS services (`data-coa.opendata.arcgis.com` and `gis.auburnalabama.org`)
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+
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+ ## Tables
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+
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+ | Table | Rows | Geometry | Description |
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+ |---|---:|---|---|
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+ | city_limits | 3 | polygon | Auburn corporate-limits boundary polygons. Useful as a spatial filter ("is this point inside Auburn?") rather than as a query target on its own. Includes inside-limits and police-jurisdiction polygons. |
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+ | wards | 8 | polygon | Auburn's 8 voting ward boundaries with the assigned council member and voting (polling) location for each ward. Used for point-in-polygon ward resolution ("which ward is this address in?") and ward-level aggregations. Auburn calls these "wards" — never "council districts" — though some legacy code paths still use the field name `council_districts` for the ward count in city context. |
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+ | zip_codes | 14 | polygon | ZIP code boundary polygons covering the Auburn, Alabama area. ~14 polygons, used as a spatial reference layer for enriching other point-tables with ZIP via ST_Within. Includes ZIPs that extend outside the City of Auburn limits (portions of Opelika and Lee County). |
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+ | parcels | 33,050 | polygon | Real-property parcel polygons for the City of Auburn (and immediate vicinity served by Auburn GIS). Each row represents one tax parcel with owner name, deed reference, subdivision, and acreage. ~33,050 polygons. The most useful table for property-level questions. |
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+ | addresses | 48,314 | point | Street-address points covering the City of Auburn (and adjacent areas served by Auburn GIS). ~48,314 points. One row per addressable location with street name parts split out (pre-direction, name, post-type, etc.) and a `full_address` convenience field. |
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+ | zoning | 1,815 | polygon | Zoning district boundaries for the City of Auburn. Defines land-use regulations (residential, commercial, industrial, mixed-use, etc.). ~1,815 polygons. Primarily a spatial reference layer — join other tables (parcels, addresses) TO this one via ST_Within rather than querying it alone. |
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+ | zoning_overlay | 107 | polygon | Zoning OVERLAY district polygons — a second layer on top of the base zoning that adds extra rules (historic district, corridor, university neighborhood overlay, etc.). ~107 polygons. Always interpret in combination with the base auburn.zoning table. |
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+ | streets | 6,935 | polyline | Centerline polylines for every public and private street in Auburn, including classification, surface type, lane counts, speed limit, and notes on whether each segment has a sidewalk or bike facility. ~6,935 polylines. |
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+ | schools | 14 | point | Auburn City Schools campus locations (point markers). 14 schools. Pair with auburn.school_property for the campus footprint polygons. |
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+ | school_property | 38 | polygon | Polygon footprints of school-owned campus property. 38 polygons. Useful for "is this address on a school campus?" lookups. |
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+ | flood_plain | 953 | polygon | FEMA-derived flood-plain polygons covering Auburn. ~953 polygons. Includes flood zone designation (AE, X, etc.), base flood elevation, depth, and whether the area is inside a Special Flood Hazard Area. |
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+ | fire_stations | 13 | point | Auburn Fire Division station locations. 13 stations covering the Auburn metro. Use for "where's the nearest fire station" queries and ward-level aggregation. |
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+ | fire_zones | 47 | polygon | Auburn Fire Division response-zone polygons. ~47 zones used for dispatch and pre-planning. Pair with auburn.hydrants (each hydrant has a fire_zone field) and use ST_Within for "what fire zone covers my address?" lookups. |
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+ | police_beats | 14 | polygon | Auburn Police Division patrol-beat boundaries. 14 beats covering the city. Use for "what beat covers my address?" and ward-level safety question routing. |
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+ | hydrants | 3,653 | point | Auburn Water Works fire-hydrant inventory with location, ownership, install year, last static-pressure reading, last GPM flow, and associated fire zone. ~3,653 hydrants. Mostly useful for fire department / water utility queries; not a typical resident lookup. |
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+ | garbage_routes | 6,952 | polyline | Per-street polylines tagged with the day of the week garbage gets picked up. ~6,952 segments covering Auburn's curbside service. For "when's my trash day?" lookups, find the nearest segment to the user's address (ST_DWithin within ~50m) — NOT a polygon point-in-polygon, since these are street centerlines. |
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+ | polling_places | 5 | point | Auburn voting locations with address, hours, accessibility, contact info, the next election date, and the voter-registration deadline. 5 polling places. Use for "where do I vote?" queries. |
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+
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+ ## Geometry
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+
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+ PostGIS geometry is exported as `geometry_wkt`. Point tables also include `longitude` and `latitude` derived from the source geometry. No source nulls are manually filled.
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+
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+ ## Known Limitations
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+
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+ - Polling-place next election dates and voter-registration deadlines are not populated by the source layer.
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+ - Some garbage route segments do not include a service_day value; these are preserved as nulls.
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+ - Many street segments without street_name are driveways, private roads, Opelika-adjacent segments, or unclassified GIS features.
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+ - The raw hydrants.fire_zone source field is almost empty; export includes derived fire_zone_spatial from Auburn fire-zone polygons.
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+ - A few source records have null geometry and are preserved rather than inferred.
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+
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+ ## Public Data Notes
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+
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+ Parcel owner names are preserved because they are present in the official public GIS source. Users should verify critical decisions against the City of Auburn or Lee County source systems.
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+
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+ ## Loading
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+
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+ Each table is stored as a separate Parquet file:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ parcels = load_dataset("parquet", data_files="hf://datasets/mm-intelligence/auburn-civic-data/parcels/data.parquet")
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+ ```
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+
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+ Column-level quality metadata is available in `data_quality.json` and each table's `column_quality.json`.
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+ "mailing_city": {
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+ "null_percentage": 90.3
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+ "zip": {
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+ "label": "complete",
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+ "null_count": 62,
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+ "null_percentage": 0.1
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+ }
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+ },
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+ "display_name": "Addresses",
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+ "geometry_type": "point",
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+ "record_count": 48314,
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+ "table": "auburn.addresses"
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+ }
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+ }
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+ },
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+ "display_name": "City Limits",
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+ "geometry_type": "polygon",
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+ "record_count": 3,
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+ "table": "auburn.city_limits"
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+ }
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+ {
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+ "generated_at": "2026-05-11T18:38:20.167812+00:00",
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+ "known_limitations": [
4
+ "Polling-place next election dates and voter-registration deadlines are not populated by the source layer.",
5
+ "Some garbage route segments do not include a service_day value; these are preserved as nulls.",
6
+ "Many street segments without street_name are driveways, private roads, Opelika-adjacent segments, or unclassified GIS features.",
7
+ "The raw hydrants.fire_zone source field is almost empty; export includes derived fire_zone_spatial from Auburn fire-zone polygons.",
8
+ "A few source records have null geometry and are preserved rather than inferred."
9
+ ],
10
+ "quality_labels": {
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+ "complete": "No nulls and more than one distinct value.",
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+ "constant": "One distinct non-null value; useful mostly as source context.",
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+ "derived": "Created during export from official source geometry or metadata.",
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+ "source_empty": "No non-null values in the source/export.",
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+ "sparse": "At least 50% null, but the source has some useful values."
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+ },
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+ "tables": {
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+ "addresses": {
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+ "columns": {
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+ },
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+ "display_name": "Addresses",
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+ "geometry_type": "point",
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+ "record_count": 48314,
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+ "table": "auburn.addresses"
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+ },
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