Crossfilter is a JavaScript library for exploring large multivariate datasets in the browser. Crossfilter supports extremely fast (<30ms) interaction with coordinated views, even with datasets containing a million or more records; we built it to power analytics for Square Register, allowing merchants to slice and dice their payment history fluidly. Since most interactions only involve a single dimension, and then only small adjustments are made to the filter values, incremental filtering and reducing is significantly faster than starting from scratch. Crossfilter uses sorted indexes (and a few bit-twiddling hacks) to make this possible, dramatically increasing the performance of live histograms and top-K lists. Crossfilter is available under the Apache License.

Features

  • Fast multidimensional filtering for coordinated views
  • Crossfilter supports extremely fast (<30ms) interaction with coordinated views
  • Power analytics for Square Register
  • Allows merchants to slice and dice their payment history fluidly
  • Incremental filtering and reducing is significantly faster than starting from scratch

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Libraries

License

Apache License V2.0

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Additional Project Details

Programming Language

JavaScript

Related Categories

JavaScript Libraries

Registered

2021-09-02
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