Upload new data
If you want to upload your own custom data to Mapbox so that you can use it with Mapbox tools, you've come to the right place! This guide will help you choose which Mapbox upload tool is right for you, based on the kind of data you need to upload and what you want to do with it.
This guide focuses on the process of taking geographic data that already exists and transforming it into a format that can be used on an interactive web or mobile map. This could be data that you downloaded from an open source data portal, data that you drew in a GIS application, or aerial imagery taken by a drone.
If you need to create data from scratch, we recommend checking out:
- Mapbox Studio's Dataset editor, which is good for drawing a collection of points for adding markers to a map or drawing simple lines or polygons.
- QGIS, an open source GIS application, which is good for creating more complex data and performing spatial operations.After you've created your data, jump back into this guide to learn how to upload it to Mapbox!
In this guide, you'll learn:
- Whether you need to upload your data to use it with Mapbox
- Whether you should upload your data as a tileset or a dataset
- Which Mapbox tool you should use to upload your custom data, depending on whether you need a tileset or a dataset
It can be helpful to understand key terms related to data and data uploads:
- dataset: an editable feature collection format that can be exported to a tileset
- editable: having changeable content, like locations, shapes, or properties
- feature: a point, line, or polygon that represents an entity in the real world
- GeoJSON: a file format used for representing spatial data
- raster data: pixel-based data like digital photos or satellite imagery
- styleable: having a changeable appearance, like color or opacity
- tileset: a stylable feature collection format optimized for rendering
- vector data: represents geographic features as points, lines, or polygons and assigns them attributes
Uploading your data to Mapbox isn't always necessary. In some cases, uploading data adds an unnecessary step to your development workflow. Consider loading your data at runtime instead of uploading it if:
- You are working with sample data during prototyping
- You need live data and data updates
- You want to work with third-party data sources
Loading your data at runtime could mean linking to an external GeoJSON file, using a non-Mapbox API that returns geographic data, or even referencing inline GeoJSON while you are in your development phase.
To determine which Mapbox tool you should use to upload your custom data, you need to decide whether to upload the data as a tileset or a dataset.
For more background information about tilesets and datasets and how they work, see our Create new data getting started guide.
Your decision depends on a few considerations:
|Considerations for uploading data||Tileset||Dataset|
|Styleability: Do you need to style your data on a map?|
|Editability: Do you need to be able to edit your data after you have uploaded it?|
|Data stability: Once it's uploaded, will your data need to be updated frequently?|
Mapbox offers three products that can be used to upload data as a tileset:
To decide which tool you should use, choose the scenario that most closely describes your use-case:
|You want to...||Mapbox Studio||Mapbox Tiling Service||Uploads API|
|Upload your vector or raster data to create a tileset using a drag-and-drop user interface|
|Upload your raster data to create a tileset programmatically|
|Upload your vector data to create a tileset and need to control details like zoom level and simplification|
|Upload your vector data to create a tileset programmatically|
If you want to upload your vector or raster data to create a tileset using a drag-and-drop interface, use Mapbox Studio. You can create tilesets using either the Mapbox Studio Tilesets page or the Style editor.
Behind the scenes, Mapbox Studio uses the Mapbox Uploads API, an opinionated tool that automatically makes decisions about certain presentation details like minimum zoom and maximum zoom based on the data you are uploading.
If you want to upload your vector data to create a tileset and need to control details like zoom level or simplification, use Mapbox Tiling Service (MTS).
This upload method is right for you if you need precise control over how your geospatial data is transformed into vector tilesets. For example, you may want to specify a minimum zoom and a maximum zoom at which the data in your tileset will be available.
MTS is the same service Mapbox uses internally to create our global, daily-updating basemap Mapbox Streets.
If you want to programmatically upload your raster data to create a tileset, use the Uploads API.
This upload method is right for you if you need to programmatically create raster tilesets. The Uploads API is an opinionated tool that automatically makes decisions about certain presentation details like minimum and maximum zoom levels and simplification, based on the data you are uploading.
While you can create vector tilesets using the Uploads API as well, Mapbox Tiling Service (MTS) is a much better tool to use for the task. For more information about using MTS to upload tilesets, see the MTS section of this guide.
Mapbox offers two products that can be used to upload data as a dataset:
- If you want to upload your data to create a dataset using a drag-and-drop interface, use the Mapbox Studio dataset editor.
- If you want to upload your data to create a dataset programmatically, use the Datasets API.
If you want to upload your data to create a dataset using a drag-and-drop interface, use the Mapbox Studio Dataset editor.
This upload method is right for you if you need to upload datasets, but do not need the ability to manage them programmatically. Remember that to visualize the data in your dataset, you need to convert it to a tileset, which you can also do in Mapbox Studio.
The Mapbox Studio Dataset editor uses the Datasets API behind the scenes, but it has a smaller upload limit than exists with the Datasets API (20 uploads per month, versus unlimited uploads).
If you want to programmatically upload your data to create a dataset, use the Datasets API.
This upload method is right for you if you need to programmatically upload data to create datasets. Unlike the Mapbox Studio Dataset editor, you can't upload a file directly through the Datasets API. Instead, the process of using the Datasets API to create a new dataset involves two steps: creating an empty dataset, then adding features to that dataset as the body of a POST request.
Once you have uploaded your custom data to a dataset or tileset, you are ready to continue building with Mapbox. You may want to add your data to a map and style it, do spatial analysis, or enable users to interact with your data in an application.
These guides and tutorials can help you choose your next steps:
- Use a tool like Turf.js to do spatial analysis tasks with your new data. Learn more in the Spatial analysis getting started guide.
- Add the tileset to a map style in Mapbox Studio and apply a custom style. Learn more about how to use Studio in our Studio Manual.
- Use the Tilequery API to retrieve data about specific features from a vector tileset. Use the Healthy food finder tutorial as inspiration!