{ "generated_at": "2026-05-11T18:44:52.278174+00:00", "known_limitations": [ "Polling-place next election dates and voter-registration deadlines are not populated by the source layer.", "Some garbage route segments do not include a service_day value; these are preserved as nulls.", "Many street segments without street_name are driveways, private roads, Opelika-adjacent segments, or unclassified GIS features.", "The raw hydrants.fire_zone source field is almost empty; export includes derived fire_zone_spatial from Auburn fire-zone polygons.", "A few source records have null geometry and are preserved rather than inferred." ], "quality_labels": { "complete": "No nulls and more than one distinct value.", "constant": "One distinct non-null value; useful mostly as source context.", "derived": "Created during export from official source geometry or metadata.", "source_empty": "No non-null values in the source/export.", "sparse": "At least 50% null, but the source has some useful values." }, 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"distinct_count": 4, "label": "sparse", "null_count": 43631, "null_percentage": 90.3 }, "street_post_type": { "distinct_count": 0, "label": "source_empty", "null_count": 48314, "null_percentage": 100.0 }, "street_pre_dir": { "distinct_count": 5, "label": "sparse", "null_count": 31555, "null_percentage": 65.3 }, "street_pre_type": { "distinct_count": 5, "label": "sparse", "null_count": 43617, "null_percentage": 90.3 }, "sub_address": { "distinct_count": 4540, "label": "complete", "null_count": 22904, "null_percentage": 47.4 }, "sub_address_type": { "distinct_count": 6, "label": "sparse", "null_count": 43615, "null_percentage": 90.3 }, "zip": { "distinct_count": 6682, "label": "complete", "null_count": 62, "null_percentage": 0.1 } }, "display_name": "Addresses", "geometry_type": "point", "record_count": 48314, "table": "auburn.addresses" }, "city_limits": { "columns": { "acres": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "geometry_wkt": { "distinct_count": 3, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "objectid": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_area": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_length": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "type": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 } }, "display_name": "City Limits", "geometry_type": "polygon", "record_count": 3, "table": "auburn.city_limits" }, "fire_stations": { "columns": { "address": { "distinct_count": 8, "label": "complete", "null_count": 4, "null_percentage": 30.8 }, "geometry_wkt": { "distinct_count": 13, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "latitude": { "distinct_count": 13, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "longitude": { "distinct_count": 13, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "objectid": { "distinct_count": 13, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "organization_name": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "station_number": { "distinct_count": 9, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "street": { "distinct_count": 9, "label": "complete", "null_count": 4, "null_percentage": 30.8 } }, "display_name": "Fire Stations", "geometry_type": "point", "record_count": 13, "table": "auburn.fire_stations" }, "fire_zones": { "columns": { "geometry_wkt": { "distinct_count": 45, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "objectid": { "distinct_count": 47, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_area": { "distinct_count": 45, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_length": { "distinct_count": 45, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "zone_code": { "distinct_count": 43, "label": "complete", "null_count": 0, "null_percentage": 0.0 } }, "display_name": "Fire Zones", "geometry_type": "polygon", "record_count": 47, "table": "auburn.fire_zones" }, "flood_plain": { "columns": { "ar_revert": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "ar_subtype_reverted": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "bfe_revert": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "depth": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "depth_revert": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "dfirm_id": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "dual_zone": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "fld_ar_id": { "distinct_count": 953, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "flood_zone": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "geometry_wkt": { "distinct_count": 953, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "is_special_flood_hazard": { "distinct_count": 2, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "length_unit": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "objectid": { "distinct_count": 953, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_area": { "distinct_count": 953, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_length": { "distinct_count": 953, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "source_citation": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "static_bfe": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "study_type": { "distinct_count": 2, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "velocity": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "velocity_unit": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "version_id": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "vertical_datum": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "zone_subtype": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 } }, "display_name": "Flood Plain", "geometry_type": "polygon", "record_count": 953, "table": "auburn.flood_plain" }, "garbage_routes": { "columns": { "geometry_wkt": { "distinct_count": 6952, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "objectid": { "distinct_count": 6952, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "service_day": { 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{ "distinct_count": 158, "label": "complete", "null_count": 387, "null_percentage": 10.6 }, "last_static": { "distinct_count": 120, "label": "complete", "null_count": 409, "null_percentage": 11.2 }, "latitude": { "distinct_count": 3653, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "location": { "distinct_count": 2549, "label": "complete", "null_count": 530, "null_percentage": 14.5 }, "longitude": { "distinct_count": 3653, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "maintained_by": { "distinct_count": 7, "label": "complete", "null_count": 1, "null_percentage": 0.0 }, "objectid": { "distinct_count": 3653, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "owned_by": { "distinct_count": 7, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "subtype_code": { "distinct_count": 3, "label": "complete", "null_count": 0, "null_percentage": 0.0 } }, "display_name": "Fire Hydrants", "geometry_type": "point", "record_count": 3653, 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"columns": { "city": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "contact_name": { "distinct_count": 2, "label": "complete", "null_count": 1, "null_percentage": 20.0 }, "email": { "distinct_count": 1, "label": "constant", "null_count": 2, "null_percentage": 40.0 }, "full_address": { "distinct_count": 5, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "geometry_wkt": { "distinct_count": 5, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "handicap_accessible": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "last_editor": { "distinct_count": 1, "label": "constant", "null_count": 1, "null_percentage": 20.0 }, "last_updated": { "distinct_count": 4, "label": "complete", "null_count": 1, "null_percentage": 20.0 }, "latitude": { "distinct_count": 5, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "longitude": { "distinct_count": 5, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "next_election_date": { "distinct_count": 0, "label": "source_empty", "null_count": 5, "null_percentage": 100.0 }, "objectid": { "distinct_count": 5, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "phone": { "distinct_count": 2, "label": "complete", "null_count": 1, "null_percentage": 20.0 }, "polling_hours": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "polling_id": { "distinct_count": 5, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "polling_location": { "distinct_count": 5, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "state": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "voter_registration_deadline": { "distinct_count": 0, "label": "source_empty", "null_count": 5, "null_percentage": 100.0 } }, "display_name": "Polling Places", "geometry_type": "point", "record_count": 5, "table": "auburn.polling_places" }, "school_property": { "columns": { "acres": { "distinct_count": 38, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "geometry_wkt": { "distinct_count": 38, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "objectid": { "distinct_count": 38, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "property_name": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "shape_area": { "distinct_count": 38, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_length": { "distinct_count": 38, "label": "complete", "null_count": 0, "null_percentage": 0.0 } }, "display_name": "School Property", "geometry_type": "polygon", "record_count": 38, "table": "auburn.school_property" }, "schools": { "columns": { "geometry_wkt": { "distinct_count": 14, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "id": { "distinct_count": 4, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "latitude": { "distinct_count": 14, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "longitude": { "distinct_count": 14, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "objectid": { "distinct_count": 14, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "school_code": { "distinct_count": 14, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "school_name": { "distinct_count": 14, "label": "complete", "null_count": 0, "null_percentage": 0.0 } }, "display_name": "Schools", "geometry_type": "point", "record_count": 14, "table": "auburn.schools" }, "streets": { "columns": { "bike_facility": { "distinct_count": 2, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "classification": { "distinct_count": 12, "label": "complete", "null_count": 35, "null_percentage": 0.5 }, "comments": { "distinct_count": 34, "label": "sparse", "null_count": 6844, "null_percentage": 98.7 }, "county_road": { "distinct_count": 270, "label": "sparse", "null_count": 5901, "null_percentage": 85.1 }, "facility_id": { "distinct_count": 6932, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "geometry_wkt": { "distinct_count": 6935, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "lanes": { "distinct_count": 8, "label": "sparse", "null_count": 3688, "null_percentage": 53.2 }, "left_from": { "distinct_count": 1454, "label": "complete", "null_count": 1074, "null_percentage": 15.5 }, "left_to": { "distinct_count": 1565, "label": "complete", "null_count": 1080, "null_percentage": 15.6 }, "maintained_by": { "distinct_count": 8, "label": "complete", "null_count": 3, "null_percentage": 0.0 }, "objectid": { "distinct_count": 6935, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "oneway": { "distinct_count": 4, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "right_from": { "distinct_count": 1427, "label": "complete", "null_count": 1056, "null_percentage": 15.2 }, "right_to": { "distinct_count": 1591, "label": "complete", "null_count": 1060, "null_percentage": 15.3 }, "row_width": { "distinct_count": 42, "label": "complete", "null_count": 2429, "null_percentage": 35.0 }, "shape_length": { "distinct_count": 6935, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "sidewalk_facility": { "distinct_count": 2, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "speed_limit": { "distinct_count": 12, "label": "complete", "null_count": 2753, "null_percentage": 39.7 }, "state_highway": { "distinct_count": 9, "label": "sparse", "null_count": 6653, "null_percentage": 95.9 }, "street_name": { "distinct_count": 1528, "label": "complete", "null_count": 2276, "null_percentage": 32.8 }, "surface_type": { "distinct_count": 8, "label": "complete", "null_count": 23, "null_percentage": 0.3 }, "us_highway": { "distinct_count": 4, "label": "sparse", "null_count": 6768, "null_percentage": 97.6 } }, "display_name": "Streets", "geometry_type": "polyline", "record_count": 6935, "table": "auburn.streets" }, "wards": { "columns": { "acres": { "distinct_count": 8, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "geometry_wkt": { "distinct_count": 8, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "member_name": { "distinct_count": 8, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "objectid": { "distinct_count": 8, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_area": { "distinct_count": 8, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_length": { "distinct_count": 8, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "voting_location": { "distinct_count": 4, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "ward_number": { "distinct_count": 8, "label": "complete", "null_count": 0, "null_percentage": 0.0 } }, "display_name": "Auburn Wards", "geometry_type": "polygon", "record_count": 8, "table": "auburn.wards" }, "zip_codes": { "columns": { "geometry_wkt": { "distinct_count": 14, "label": "derived", "null_count": 0, "null_percentage": 0.0 }, "objectid": { "distinct_count": 14, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "post_office_name": { "distinct_count": 11, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_area": { "distinct_count": 14, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "shape_length": { "distinct_count": 14, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "sqmi": { "distinct_count": 14, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "state": { "distinct_count": 1, "label": "constant", "null_count": 0, "null_percentage": 0.0 }, "zip_code": { "distinct_count": 14, "label": "complete", "null_count": 0, "null_percentage": 0.0 } }, "display_name": "ZIP Code Boundaries", "geometry_type": "polygon", "record_count": 14, "table": "auburn.zip_codes" }, "zoning": { "columns": { "code": { "distinct_count": 398, "label": "complete", "null_count": 104, "null_percentage": 5.7 }, "from_zone": { "distinct_count": 41, "label": "complete", "null_count": 243, "null_percentage": 13.4 }, "geometry_wkt": { "distinct_count": 1814, "label": "derived", "null_count": 1, "null_percentage": 0.1 }, "objectid": { "distinct_count": 1815, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "ord_date": { "distinct_count": 298, "label": "complete", "null_count": 77, "null_percentage": 4.2 }, "ordinance": { "distinct_count": 416, "label": "complete", "null_count": 75, "null_percentage": 4.1 }, "previous_ordinance": { "distinct_count": 79, "label": "complete", "null_count": 367, "null_percentage": 20.2 }, "shape_area": { "distinct_count": 1814, "label": "complete", "null_count": 1, "null_percentage": 0.1 }, "shape_length": { "distinct_count": 1814, "label": "complete", "null_count": 1, "null_percentage": 0.1 }, "subject": { "distinct_count": 430, "label": "complete", "null_count": 96, "null_percentage": 5.3 }, "zone_description": { "distinct_count": 26, "label": "complete", "null_count": 3, "null_percentage": 0.2 }, "zone_type": { "distinct_count": 43, "label": "complete", "null_count": 0, "null_percentage": 0.0 } }, "display_name": "Zoning Districts", "geometry_type": "polygon", "record_count": 1815, "table": "auburn.zoning" }, "zoning_overlay": { "columns": { "basezone": { "distinct_count": 12, "label": "sparse", "null_count": 55, "null_percentage": 51.4 }, "code": { "distinct_count": 62, "label": "complete", "null_count": 11, "null_percentage": 10.3 }, "from_zone": { "distinct_count": 15, "label": "complete", "null_count": 37, "null_percentage": 34.6 }, "geometry_wkt": { "distinct_count": 105, "label": "derived", "null_count": 1, "null_percentage": 0.9 }, "objectid": { "distinct_count": 107, "label": "complete", "null_count": 0, "null_percentage": 0.0 }, "ord_date": { "distinct_count": 55, "label": "complete", "null_count": 11, "null_percentage": 10.3 }, "ordinance": { "distinct_count": 66, "label": "complete", "null_count": 11, "null_percentage": 10.3 }, "overlay_description": { "distinct_count": 5, "label": "complete", "null_count": 2, "null_percentage": 1.9 }, "previous_ordinance": { "distinct_count": 30, "label": "complete", "null_count": 45, "null_percentage": 42.1 }, "shape_area": { "distinct_count": 105, "label": "complete", "null_count": 1, "null_percentage": 0.9 }, "shape_length": { "distinct_count": 105, "label": "complete", "null_count": 1, "null_percentage": 0.9 }, "subject": { "distinct_count": 65, "label": "complete", "null_count": 9, "null_percentage": 8.4 }, "zone_type": { "distinct_count": 3, "label": "complete", "null_count": 2, "null_percentage": 1.9 } }, "display_name": "Zoning Overlay Districts", "geometry_type": "polygon", "record_count": 107, "table": "auburn.zoning_overlay" } } }