Choosing the Right Data Wrangling Tool

Here is a guide to the data wrangling tools available, organized by purpose.

Visually cleanse your data

Easily merge map data with thematic data

Quickly understand JSON structure

Fix character encoding issues

Easily convert addresses to latitude/longitude

Extract table data from PDFs

Remove furigana from Aozora Bunko texts

Use Mapbox Studio base maps in Foursquare Studio or Kepler.gl

Reduce map data file size

Quickly create buffer zones around POIs

Create custom map data

Format and convert map data

Convert bus route data to network data

Convert SVG for use in graphic tools

Easily identify map tile locations

Last updated on 2026-03-06