Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets. Kepler.gl is a data-agnostic, high-performance web-based application for visual exploration of large-scale geolocation data sets. Built on top of Mapbox GL and deck.gl, kepler.gl can render millions of points representing thousands of trips and perform spatial aggregations on the fly.
Kepler.gl is also a React component that uses Redux to manage its state and data flow. It can be embedded into other React-Redux applications and is highly customizable. For information on how to embed kepler.gl in your app take a look at this step-by-step tutorial on vis.academy.
Can be used to visualize any data on a Geo-Spatial axis. The tool allows customizable visualizations and filtering to select and perform analysis on specific data. Can also use it directly interfacing with Jupyter Notebook. Kepler
Example Use Cases
Uber operations team used this tool to visualize the ride patterns.