# Overture Maps Documentation This file contains links to documentation sections following the llmstxt.org standard. ## Table of Contents - [Accessing the Overture Catalog](https://docs.overturemaps.org/getting-data/cloud-sources.md): All of Overture's data offerings - [BigQuery](https://docs.overturemaps.org/getting-data/data-mirrors/bigquery.md): Overture data is accessible in Google BigQuery as part of the [Google Cloud Public Dataset Program](https://cloud.google.com/bigquery/public-data),... - [Databricks](https://docs.overturemaps.org/getting-data/data-mirrors/databricks.md): Overture data is accessible through the [Databricks Marketplace](https://marketplace.databricks.com/?searchKey=CARTO&sortBy=date) via public listin... - [Fused](https://docs.overturemaps.org/getting-data/data-mirrors/fused.md): [Fused](https://www.fused.io/) is a cloud analytics platform to process data with [User Defined Functions](https://docs.fused.io/core-concepts/writ... - [Data Mirrors](https://docs.overturemaps.org/getting-data/data-mirrors.md): In addition to the official Overture sources on Amazon S3 and Microsoft Azure Blob Storage, several Overture Maps Foundation members and partners m... - [Snowflake](https://docs.overturemaps.org/getting-data/data-mirrors/snowflake.md): Overture data is accessible through the [Snowflake Data Marketplace](https://app.snowflake.com/marketplace/providers/GZT0ZKUCHE3/CARTO) via public ... - [Wherobots](https://docs.overturemaps.org/getting-data/data-mirrors/wherobots.md): Wherobots is a cloud-native environment for geospatial data processing, powered by Apache Sedona. Their hosted notebook environments and data pipel... - [DuckDB](https://docs.overturemaps.org/getting-data/duckdb.md): Querying the Overture datalog - [Explorer](https://docs.overturemaps.org/getting-data/explore.md): No-code tool for exploring and downloading data - [Python Client](https://docs.overturemaps.org/getting-data/overturemaps-py.md): Overture's official Python CLI and library - [Quickstart](https://docs.overturemaps.org/docs/getting-data/quick-start.md): Concise guide to get started with Overture data in a few minutes - [Overview](https://docs.overturemaps.org/guides/addresses.md): A collection of global address points - [Overview](https://docs.overturemaps.org/guides/base.md): Bathymetry, Infrastructure, Land, Landuse, Landcover, and Water features. - [Overview](https://docs.overturemaps.org/guides/buildings.md): 2.6 billion buildings and counting - [Overview](https://docs.overturemaps.org/guides/divisions.md): Global administrative data, from microhoods to countries - [Guides](https://docs.overturemaps.org/guides.md): Overture Maps guides - [Overview](https://docs.overturemaps.org/guides/places.md): Points of interest around the world - [Taxonomy Browser](https://docs.overturemaps.org/guides/places/taxonomy-browser.md): Browse and explore the Overture Places taxonomy hierarchy - [Taxonomy](https://docs.overturemaps.org/guides/places/taxonomy.md): How we organize categories of places - [Overview](https://docs.overturemaps.org/guides/transportation.md): Global road, rail, and water transportation data - [Linear Referencing](https://docs.overturemaps.org/guides/transportation/linear-referencing.md): How Overture uses linear references to describe properties that vary along a segment - [Roads](https://docs.overturemaps.org/guides/transportation/roads.md): Road-specific properties in the Overture transportation schema - [Scoping Rules and Travel Modes](https://docs.overturemaps.org/guides/transportation/scoping-and-travel-modes.md): How property values are constrained by location, time, and subject in the transportation schema - [Segments and Connectors](https://docs.overturemaps.org/guides/transportation/segments-and-connectors.md): Shape, connectivity, and linear referencing in the transportation schema - [Schema Reference](https://docs.overturemaps.org/schema.md): Pydantic schemas for Overture Maps data - [Address](https://docs.overturemaps.org/schema/reference/addresses/address.md): Addresses are structured labels for the geographic locations where businesses and individuals - [AddressLevel](https://docs.overturemaps.org/schema/reference/addresses/types/address_level.md): A sub-country addressing unit, such as a region, city, or neighborhood, that is less specific - [Bathymetry](https://docs.overturemaps.org/schema/reference/base/bathymetry.md): Bathymetry features provide topographic representations of underwater areas, such as parts of - [Infrastructure](https://docs.overturemaps.org/schema/reference/base/infrastructure.md): Infrastructure features provide basic information about real-world infrastructure entitites - [Land](https://docs.overturemaps.org/schema/reference/base/land.md): Land features are representations of physical land surfaces. - [LandCover](https://docs.overturemaps.org/schema/reference/base/land_cover.md): Land cover features indicate the primary natural or artificial surface material covering a land - [LandUse](https://docs.overturemaps.org/schema/reference/base/land_use.md): Land use features specify the predominant human use of an area of land, for example commercial - [Depth](https://docs.overturemaps.org/schema/reference/base/types/depth.md): Depth below surface level of the feature in meters. - [Elevation](https://docs.overturemaps.org/schema/reference/base/types/elevation.md): Elevation above sea level of the feature in meters. - [Height](https://docs.overturemaps.org/schema/reference/base/types/height.md): Height of the feature in meters. - [InfrastructureClass](https://docs.overturemaps.org/schema/reference/base/types/infrastructure_class.md): Further classification of the type of infrastructure. - [InfrastructureSubtype](https://docs.overturemaps.org/schema/reference/base/types/infrastructure_subtype.md): Broadest classification of the type of infrastructure. - [LandClass](https://docs.overturemaps.org/schema/reference/base/types/land_class.md): Further classification of the land. - [LandCoverSubtype](https://docs.overturemaps.org/schema/reference/base/types/land_cover_subtype.md): Primary or dominant material covering the land. - [LandSubtype](https://docs.overturemaps.org/schema/reference/base/types/land_subtype.md): Broadest classification of the land. - [LandUseClass](https://docs.overturemaps.org/schema/reference/base/types/land_use_class.md): Further classification of the land use. - [LandUseSubtype](https://docs.overturemaps.org/schema/reference/base/types/land_use_subtype.md): Broadest classification of the land use. - [SourceTags](https://docs.overturemaps.org/schema/reference/base/types/source_tags.md): Key-value pairs imported directly from the source data without change. - [SurfaceMaterial](https://docs.overturemaps.org/schema/reference/base/types/surface_material.md): Material that makes up the surface of `Infrastructure` and `Land` features. - [WaterClass](https://docs.overturemaps.org/schema/reference/base/types/water_class.md): Further description of the type of water body. - [WaterSubtype](https://docs.overturemaps.org/schema/reference/base/types/water_subtype.md): The broad classification of water body such as river, ocean or lake. - [Water](https://docs.overturemaps.org/schema/reference/base/water.md): Water features represent ocean and inland water bodies. - [Building](https://docs.overturemaps.org/schema/reference/buildings/building.md): Buildings are man-made structures with roofs that exist permanently in one place. - [BuildingPart](https://docs.overturemaps.org/schema/reference/buildings/building_part.md): Building parts represent parts of larger building features. They allow buildings to be modeled - [BuildingClass](https://docs.overturemaps.org/schema/reference/buildings/types/building_class.md): Further classification of the type and purpose of a building. - [BuildingSubtype](https://docs.overturemaps.org/schema/reference/buildings/types/building_subtype.md): Broadest classification of the type and purpose of a building. - [FacadeMaterial](https://docs.overturemaps.org/schema/reference/buildings/types/facade_material.md): The outer surface material of building facade. - [RoofMaterial](https://docs.overturemaps.org/schema/reference/buildings/types/roof_material.md): The outermost material of the roof. - [RoofOrientation](https://docs.overturemaps.org/schema/reference/buildings/types/roof_orientation.md): Orientation of the roof shape relative to the footprint shape. - [RoofShape](https://docs.overturemaps.org/schema/reference/buildings/types/roof_shape.md): The shape of the roof. - [CartographicHints](https://docs.overturemaps.org/schema/reference/core/cartographic_hints.md): Cartographic hints for optimal use of Overture features in map-making. - [CommonNames](https://docs.overturemaps.org/schema/reference/core/common_names.md): A mapping from language to the most commonly used or recognized name in that language. - [ConfidenceScore](https://docs.overturemaps.org/schema/reference/core/confidence_score.md): Confidence score between 0.0 and 1.0 - [FeatureVersion](https://docs.overturemaps.org/schema/reference/core/feature_version.md): Underlying type: `int32` - [LengthUnit](https://docs.overturemaps.org/schema/reference/core/length_unit.md): Unit of length. - [Level](https://docs.overturemaps.org/schema/reference/core/level.md): Z-order of the feature where 0 is visual level - [MaxZoom](https://docs.overturemaps.org/schema/reference/core/max_zoom.md): Recommended maximum tile zoom level in which this feature should be displayed. - [MinZoom](https://docs.overturemaps.org/schema/reference/core/min_zoom.md): Recommended minimum tile zoom level in which this feature should be displayed. - [NameRule](https://docs.overturemaps.org/schema/reference/core/name_rule.md): A rule that can be evaluated to determine the name in advanced scenarios. - [NameVariant](https://docs.overturemaps.org/schema/reference/core/name_variant.md): Name variant used in a `NameRule`. - [Names](https://docs.overturemaps.org/schema/reference/core/names.md): Multilingual names container. - [PerspectiveMode](https://docs.overturemaps.org/schema/reference/core/perspective_mode.md): Perspective mode for disputed names. - [Perspectives](https://docs.overturemaps.org/schema/reference/core/perspectives.md): Political perspectives container. - [Prominence](https://docs.overturemaps.org/schema/reference/core/prominence.md): Subjective scale of feature significance or importance, with 1 being the least, and - [Heading](https://docs.overturemaps.org/schema/reference/core/scoping/heading.md): Travel direction along an oriented path: forward or backward. - [LinearlyReferencedPosition](https://docs.overturemaps.org/schema/reference/core/scoping/linearly_referenced_position.md): Represents a linearly-referenced position between 0% and 100% of the distance along a path such as a road segment or a river center-line segment. - [LinearlyReferencedRange](https://docs.overturemaps.org/schema/reference/core/scoping/linearly_referenced_range.md): Represents a non-empty range of positions along a path as a pair linearly-referenced positions. For example, the pair [0.25, 0.5] represents the ra... - [OpeningHours](https://docs.overturemaps.org/schema/reference/core/scoping/opening_hours.md): Time span or time spans during which something is open or active, specified in the OpenStreetMap - [PurposeOfUse](https://docs.overturemaps.org/schema/reference/core/scoping/purpose_of_use.md): Reason why a person or entity travelling on the transportation network is using a particular - [RecognizedStatus](https://docs.overturemaps.org/schema/reference/core/scoping/recognized_status.md): Status of the person or entity travelling as recognized by authorities controlling the particular - [Side](https://docs.overturemaps.org/schema/reference/core/scoping/side.md): The side, left or right, on which something appears relative to a facing or heading direction - [TravelMode](https://docs.overturemaps.org/schema/reference/core/scoping/travel_mode.md): Enumerates possible travel modes. - [VehicleAxleCountSelector](https://docs.overturemaps.org/schema/reference/core/scoping/vehicle_axle_count_selector.md): Selects vehicles based on the number of axles they have. - [VehicleHeightSelector](https://docs.overturemaps.org/schema/reference/core/scoping/vehicle_height_selector.md): Selects vehicles based on their height. - [VehicleLengthSelector](https://docs.overturemaps.org/schema/reference/core/scoping/vehicle_length_selector.md): Selects vehicles based on their length. - [VehicleRelation](https://docs.overturemaps.org/schema/reference/core/scoping/vehicle_relation.md): Relational operator, such as less than or equal to. - [VehicleWeightSelector](https://docs.overturemaps.org/schema/reference/core/scoping/vehicle_weight_selector.md): Selects vehicles based on their weight. - [VehicleWidthSelector](https://docs.overturemaps.org/schema/reference/core/scoping/vehicle_width_selector.md): Selects vehicles based on their width. - [SortKey](https://docs.overturemaps.org/schema/reference/core/sort_key.md): Integer indicating the recommended order in which to draw features. - [SourceItem](https://docs.overturemaps.org/schema/reference/core/source_item.md): Specifies the source of the data used for a feature or one of its properties. - [Sources](https://docs.overturemaps.org/schema/reference/core/sources.md): Information about the source data used to assemble the feature. - [SpeedUnit](https://docs.overturemaps.org/schema/reference/core/speed_unit.md): Unit of speed. - [WeightUnit](https://docs.overturemaps.org/schema/reference/core/weight_unit.md): Unit of weight. - [Division](https://docs.overturemaps.org/schema/reference/divisions/division.md): Divisions are recognized official or non-official organizations of people as seen - [DivisionArea](https://docs.overturemaps.org/schema/reference/divisions/division_area.md): Division areas are polygons that represent the land or maritime area covered by a - [DivisionBoundary](https://docs.overturemaps.org/schema/reference/divisions/division_boundary.md): Boundaries represent borders between divisions of the same subtype. - [AdminLevel](https://docs.overturemaps.org/schema/reference/divisions/types/admin_level.md): Integer representing the division's position in its country's administrative hierarchy, where lower numbers correspond to higher level administrati... - [CapitalOfDivisionItem](https://docs.overturemaps.org/schema/reference/divisions/types/capital_of_division_item.md): One division that has capital. - [Norms](https://docs.overturemaps.org/schema/reference/divisions/types/division/norms.md): Local norms and standards. - [AreaClass](https://docs.overturemaps.org/schema/reference/divisions/types/division_area/area_class.md): Area and boundary class designations. - [BoundaryClass](https://docs.overturemaps.org/schema/reference/divisions/types/division_boundary/boundary_class.md): - `land` - [DivisionClass](https://docs.overturemaps.org/schema/reference/divisions/types/division_class.md): Division-specific class designations. - [DivisionId](https://docs.overturemaps.org/schema/reference/divisions/types/division_id.md): ID of the division - [Hierarchy](https://docs.overturemaps.org/schema/reference/divisions/types/hierarchy.md): A hierarchy of divisions, with the first entry being a country; each subsequent entry, if any, being a division that is a direct child of the previ... - [HierarchyItem](https://docs.overturemaps.org/schema/reference/divisions/types/hierarchy_item.md): One division in a hierarchy. - [PlaceType](https://docs.overturemaps.org/schema/reference/divisions/types/place_type.md): Category of the division from a finite, hierarchical, ordered list of categories (e.g., country, - [Place](https://docs.overturemaps.org/schema/reference/places/place.md): Places are point representations of real-world facilities, businesses, services, or amenities. - [Address](https://docs.overturemaps.org/schema/reference/places/types/address.md): An address associated with a place. - [Brand](https://docs.overturemaps.org/schema/reference/places/types/brand.md): A brand associated with a place. - [Categories](https://docs.overturemaps.org/schema/reference/places/types/categories.md): Categories a place belongs to. - [OperatingStatus](https://docs.overturemaps.org/schema/reference/places/types/operating_status.md): General indication of whether a place is: in continued operation, in a temporary operating - [Taxonomy](https://docs.overturemaps.org/schema/reference/places/types/taxonomy.md): A structured representation of the place's category within the Overture taxonomy. - [EmailStr](https://docs.overturemaps.org/schema/reference/pydantic/networks/email_str.md): See: [Pydantic docs](https://docs.pydantic.dev/latest/api/networks/#pydantic.networks.EmailStr) - [HttpUrl](https://docs.overturemaps.org/schema/reference/pydantic/networks/http_url.md): A type that will accept any http or https URL. - [CountryCodeAlpha2](https://docs.overturemaps.org/schema/reference/system/country_code_alpha2.md): An ISO-3166-1 alpha-2 country code. - [HexColor](https://docs.overturemaps.org/schema/reference/system/hex_color.md): A color represented as an #RRGGBB or #RGB hexadecimal string. - [JsonPointer](https://docs.overturemaps.org/schema/reference/system/json_pointer.md): A JSON Pointer - [LanguageTag](https://docs.overturemaps.org/schema/reference/system/language_tag.md): A BCP-47 language tag. - [NoWhitespaceString](https://docs.overturemaps.org/schema/reference/system/no_whitespace_string.md): A string that contains no whitespace characters. - [PhoneNumber](https://docs.overturemaps.org/schema/reference/system/phone_number.md): An international phone number. - [Geometry Types](https://docs.overturemaps.org/schema/reference/system/primitive/geometry.md): Spatial types for representing geographic features. - [Primitive Types](https://docs.overturemaps.org/schema/reference/system/primitive/primitives.md): Numeric types used for schema field definitions. - [ID](https://docs.overturemaps.org/schema/reference/system/ref/id.md): A unique identifier. - [RegionCode](https://docs.overturemaps.org/schema/reference/system/region_code.md): An ISO 3166-2 principal subdivision code. - [SnakeCaseString](https://docs.overturemaps.org/schema/reference/system/snake_case_string.md): A string that looks like a snake_case identifier, like a Python variable name (*e.g.*, `foo_bar`). - [StrippedString](https://docs.overturemaps.org/schema/reference/system/stripped_string.md): A string without leading or trailing whitespace. - [WikidataId](https://docs.overturemaps.org/schema/reference/system/wikidata_id.md): A wikidata ID, as found on [https://www.wikidata.org/](https://www.wikidata.org/). - [Connector](https://docs.overturemaps.org/schema/reference/transportation/connector.md): Connectors create physical connections between segments. - [Segment](https://docs.overturemaps.org/schema/reference/transportation/segment.md): | Name | Type | Description | - [AccessRestrictionRule](https://docs.overturemaps.org/schema/reference/transportation/types/access_restriction_rule.md): | Name | Type | Description | - [AccessRestrictionRule.When](https://docs.overturemaps.org/schema/reference/transportation/types/access_restriction_rule.when.md): Scopes for AccessRestrictionRule: Scope.HEADING, Scope.TEMPORAL, Scope.TRAVEL MODE, Scope.PURPOSE OF USE, Scope.RECOGNIZED STATUS and Scope.VEHICLE - [AccessRules](https://docs.overturemaps.org/schema/reference/transportation/types/access_rules.md): Rules governing access to this road segment - [AccessType](https://docs.overturemaps.org/schema/reference/transportation/types/access_type.md): - `allowed` - [ConnectorReference](https://docs.overturemaps.org/schema/reference/transportation/types/connector_reference.md): Contains the GERS ID and relative position between 0 and 1 of a connector feature along the - [DestinationLabelType](https://docs.overturemaps.org/schema/reference/transportation/types/destination_label_type.md): Indicates what special symbol/icon is present on a signpost, visible as road marking or - [DestinationLabels](https://docs.overturemaps.org/schema/reference/transportation/types/destination_labels.md): The type of object of the destination label. - [DestinationRule](https://docs.overturemaps.org/schema/reference/transportation/types/destination_rule.md): | Name | Type | Description | - [DestinationRule.When](https://docs.overturemaps.org/schema/reference/transportation/types/destination_rule.when.md): Scope for DestinationRule: - [DestinationSignSymbol](https://docs.overturemaps.org/schema/reference/transportation/types/destination_sign_symbol.md): Indicates what special symbol/icon is present on a signpost, visible as road marking or - [Destinations](https://docs.overturemaps.org/schema/reference/transportation/types/destinations.md): Describes objects that can be reached by following a transportation segment in the same way those objects are described on signposts or ground writ... - [LevelRule](https://docs.overturemaps.org/schema/reference/transportation/types/level_rule.md): A single level rule defining the Z-order, i.e. stacking order, applicable within a given scope - [LevelRules](https://docs.overturemaps.org/schema/reference/transportation/types/level_rules.md): Defines the Z-order, i.e. stacking order, of the road segment. - [ProhibitedTransitionRule](https://docs.overturemaps.org/schema/reference/transportation/types/prohibited_transition_rule.md): | Name | Type | Description | - [ProhibitedTransitionRule.When](https://docs.overturemaps.org/schema/reference/transportation/types/prohibited_transition_rule.when.md): Scopes for ProhibitedTransitionRule: Scope.HEADING, Scope.TEMPORAL, Scope.TRAVEL MODE, Scope.PURPOSE OF USE, Scope.RECOGNIZED STATUS and Scope.VEHICLE - [ProhibitedTransitions](https://docs.overturemaps.org/schema/reference/transportation/types/prohibited_transitions.md): Rules preventing transitions from this segment to another segment. - [RailClass](https://docs.overturemaps.org/schema/reference/transportation/types/rail_class.md): Captures the kind of rail segment. - [RailFlag](https://docs.overturemaps.org/schema/reference/transportation/types/rail_flag.md): Simple flags that can be on or off for a railway segment. - [RailFlagRule](https://docs.overturemaps.org/schema/reference/transportation/types/rail_flag_rule.md): Rail-specific flag rule with geometric scoping only. - [RailFlags](https://docs.overturemaps.org/schema/reference/transportation/types/rail_flags.md): Set of boolean attributes applicable to railways. May be specified either as a single flag array of flag values, or as an array of flag rules. - [RoadClass](https://docs.overturemaps.org/schema/reference/transportation/types/road_class.md): Captures the kind of road and its position in the road network hierarchy. - [RoadFlag](https://docs.overturemaps.org/schema/reference/transportation/types/road_flag.md): Simple flags that can be on or off for a road segment. - [RoadFlagRule](https://docs.overturemaps.org/schema/reference/transportation/types/road_flag_rule.md): Road-specific flag rule with geometric scoping only. - [RoadFlags](https://docs.overturemaps.org/schema/reference/transportation/types/road_flags.md): Set of boolean attributes applicable to roads. May be specified either as a single flag array of flag values, or as an array of flag rules. - [RoadSurface](https://docs.overturemaps.org/schema/reference/transportation/types/road_surface.md): Physical surface of the road. - [RouteReference](https://docs.overturemaps.org/schema/reference/transportation/types/route_reference.md): Route reference with linear referencing support. - [Routes](https://docs.overturemaps.org/schema/reference/transportation/types/routes.md): Routes this segment belongs to - [SequenceEntry](https://docs.overturemaps.org/schema/reference/transportation/types/sequence_entry.md): A segment/connector pair in a prohibited transition sequence. - [Speed](https://docs.overturemaps.org/schema/reference/transportation/types/speed.md): A speed value, i.e. a certain number of distance units travelled per unit time. - [SpeedLimitRule](https://docs.overturemaps.org/schema/reference/transportation/types/speed_limit_rule.md): An individual speed limit rule. - [SpeedLimitRule.When](https://docs.overturemaps.org/schema/reference/transportation/types/speed_limit_rule.when.md): Scopes for SpeedLimitRule: Scope.HEADING, Scope.TEMPORAL, Scope.TRAVEL MODE, Scope.PURPOSE OF USE, Scope.RECOGNIZED STATUS and Scope.VEHICLE - [SpeedLimits](https://docs.overturemaps.org/schema/reference/transportation/types/speed_limits.md): Rules governing speed on this road segment - [SpeedValue](https://docs.overturemaps.org/schema/reference/transportation/types/speed_value.md): Speed value - [Subclass](https://docs.overturemaps.org/schema/reference/transportation/types/subclass.md): Refines expected usage of the segment, must not overlap. - [SubclassRule](https://docs.overturemaps.org/schema/reference/transportation/types/subclass_rule.md): Set of subclasses scoped along segment. - [SubclassRules](https://docs.overturemaps.org/schema/reference/transportation/types/subclass_rules.md): Set of subclasses scoped along segment - [Subtype](https://docs.overturemaps.org/schema/reference/transportation/types/subtype.md): Transportation segment subtype classification. - [SurfaceRule](https://docs.overturemaps.org/schema/reference/transportation/types/surface_rule.md): | Name | Type | Description | - [Surfaces](https://docs.overturemaps.org/schema/reference/transportation/types/surfaces.md): Physical surface of the road. May either be specified as a single global value for the segment, or as an array of surface rules. - [Width](https://docs.overturemaps.org/schema/reference/transportation/types/width.md): Underlying type: `float64` - [WidthRule](https://docs.overturemaps.org/schema/reference/transportation/types/width_rule.md): | Name | Type | Description | - [WidthRules](https://docs.overturemaps.org/schema/reference/transportation/types/width_rules.md): Edge-to-edge width of the road modeled by this segment, in meters. - [CARTO](https://docs.overturemaps.org/examples/CARTO.md): analytics ftw! - [QGIS](https://docs.overturemaps.org/examples/QGIS.md): Load Overture data directly into QGIS - [Athena (AWS)](https://docs.overturemaps.org/examples/athena-aws.md): You can follow the steps belows to access and query Overture data directly in AWS. Note: you will need to create an account to use [Athena](https:/... - [MapLibre](https://docs.overturemaps.org/examples/build-a-map.md): create your own map - [Fused](https://docs.overturemaps.org/examples/fused.md): call pre-defined UDFs, work locally and in the Fused Workbench - [Examples](https://docs.overturemaps.org/examples.md): Overture Maps data examples - [Kepler.gl](https://docs.overturemaps.org/examples/kepler-gl.md): explore Overture data in Kepler.gl - [Lonboard](https://docs.overturemaps.org/examples/lonboard.md): fetch and visualize Overture data with Lonboard - [PMTiles](https://docs.overturemaps.org/examples/overture-tiles.md): tiles all day long - [Pandas](https://docs.overturemaps.org/examples/pandas.md): extract and manipulate Overture data with DuckDB and Pandas - [Rapid](https://docs.overturemaps.org/examples/rapid.md): inspect Overture geometries in Rapid - [Sedona / Spark](https://docs.overturemaps.org/examples/sedona.md): As a series of GeoParquet files, Overture data is already optimized for distributed computing environments. The following example shows you how to ... - [Spark](https://docs.overturemaps.org/examples/spark.md): scale to big data with Spark - [Synapse (Azure)](https://docs.overturemaps.org/examples/synapse-azure.md): You will need to create an account to use [Synapse](https://azure.microsoft.com/en-us/products/synapse-analytics/) and other Microsoft Azure services. - [Wherobots](https://docs.overturemaps.org/examples/wherobots.md): [Wherobots](https://wherobots.com/) provides a cloud-native environment for geospatial data analysis, powered by [Apache Sedona](https://sedona.apa... - [Bridge Files](https://docs.overturemaps.org/gers/bridge-files.md): With each data release, Overture generates **bridge files** that connect GERS IDs to the IDs from the [source data](/attribution). These files are ... - [Data Changelog](https://docs.overturemaps.org/gers/changelog.md): With each data release, Overture publishes a **changelog** that capture changes in the data from the previous release to the current release. This ... - [GERS Tutorial](https://docs.overturemaps.org/gers/gers-tutorial.md): The Overture Maps Foundation doesn’t just produce a collection of open datasets, it defines a reference system for exchanging and enriching geospat... - [What is GERS?](https://docs.overturemaps.org/gers.md): The Global Entity Reference System (GERS) is a universal framework for structuring and matching map data across systems. GERS, coupled with Overtur... - [Registry](https://docs.overturemaps.org/gers/registry.md): With each data release, Overture publishes a **GERS Registry** that serves as the single source of truth for all entities that are part of the Glob... - [Attribution and Licensing](https://docs.overturemaps.org/attribution.md): Citation, attribution, and licensing information for Overture data sources, data products, and visualizations created with Overture data - [Index](https://docs.overturemaps.org/docs.md): - [Releases](https://docs.overturemaps.org/release-calendar.md): This page provides information about Overture's data and schema releases, including upcoming release dates, our versioning and schema change polici... - [Support](https://docs.overturemaps.org/support.md): Guidelines for community and custom support for the Overture ecosystem - [2023-07-26-alpha.0 release notes](https://docs.overturemaps.org/blog/2023-alpha/2023-07-26-alpha.0.md): {/* truncate */} - [2023-10-19-alpha.0 release notes](https://docs.overturemaps.org/blog/2023-alpha/2023-10-19-alpha.0.md): - **Base Theme**: A new Base theme that provides three context data subtypes. These can be used with the other themes to allow developers to build ... - [2023-11-14-alpha.0 release notes](https://docs.overturemaps.org/blog/2023-alpha/2023-11-14-alpha.0.md): {/* truncate */} - [2023-12-14-alpha.0 release notes](https://docs.overturemaps.org/blog/2023-alpha/2023-12-14-alpha.0.md): {/* truncate */} - [2024-07-22.0 release notes](https://docs.overturemaps.org/blog/2024/2024-07-22.0.md): **Overture's `2024-07-22.0` data release and `v1.0.0` of the schema are now available.** The base, buildings, divisions, and places themes have rea... - [2024-08-20.0 release notes](https://docs.overturemaps.org/blog/2024/2024-08-20.0.md): **Overture's `2024-08-20.0` data release is now available.** The base, buildings, divisions, and places themes are stable, which means the only cha... - [2024-09-18.0 release notes](https://docs.overturemaps.org/blog/2024/2024-09-18.0.md): **The `2024-09-18.0` release of Overture data is now available.** We are still on `v.1.1.0` of the Overture schema, as we did not cut a new schema... - [2024-10-23.0 release notes](https://docs.overturemaps.org/blog/2024/2024-10-23.0.md): **The `2024-10-23.0` release of Overture data and `v1.2.0` of the Overture schema are now available.** As part of Overture's mission to improve dat... - [2024-11-13.0 release notes](https://docs.overturemaps.org/blog/2024/2024-11-13.0.md): **The `2024-11-13.0` release of Overture data and `v1.3.0` of the Overture schema are now available.** This release includes more than 66 unique ad... - [2024-12-18.0 release notes](https://docs.overturemaps.org/blog/2024/2024-12-18.0.md): **The `2024-12-18.0` release of Overture data and `v1.4.0` of the Overture schema are now available.** This month [our transportation theme is goin... - [Welcome to the Overture Maps engineering blog!](https://docs.overturemaps.org/blog/2024-04-21-welcome.md): Welcome to the Overture Maps engineering blog! - [Exploring our beta release](https://docs.overturemaps.org/blog/2024-04-22-beta-release.md): Highlights from Overture Maps beta release - [Land cover is live](https://docs.overturemaps.org/blog/2024-05-16-land-cover.md):