EDA libraries for Scala and Spark?

This page summarizes the projects mentioned and recommended in the original post on /r/scala

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  • evilplot

    A Scala combinator-based plotting library.

    Polynote from Netflix comes to mind. There's also https://github.com/cibotech/evilplot, but doesn't look to be maintained anymore. Though I've yet to find a visualization/plotting/graphing experience where you can iterate as quickly (and recklessly) as you do in Python.

  • plotly-scala

    Scala bindings for plotly.js

    What about https://github.com/alexarchambault/plotly-scala and https://almond.sh/

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • Jupyter Scala

    A Scala kernel for Jupyter

    What about https://github.com/alexarchambault/plotly-scala and https://almond.sh/

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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