Show HN: Visions – User defined data type systems

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com
Data Science Python Data Analysis HacktoberFest pandas-profiling

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  • visions

    Type System for Data Analysis in Python

  • ydata-profiling

    1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

    • If you're interested in learning more about the project, the original paper is available on JOSS[3] you can also check out our Numpy Global 2020 talk[4]

    1. https://github.com/pandas-profiling/pandas-profiling

  • 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.

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  • compressio

    Lossless in-memory compression of pandas DataFrames and Series powered by the visions type system. Up to 10x less RAM needed for the same data.

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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