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Vaex

Out-of-core DataFrames for exploring large datasets

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About Vaex

A Python library for lazy out-of-core dataframes, visualising and exploring big tabular datasets with memory mapping, efficient filtering and fast aggregations without loading everything into RAM. It is free and open source, so teams can self-host it, inspect the code and adapt it to their own infrastructure without licence fees or vendor lock-in. Typical users run it alongside existing workflows to cut manual effort, improve visibility and keep full control over data, configuration and upgrades over time.

Vaex key facts

About the Data & Analytics category

Analytics and BI platforms that turn raw data into clear insights. The Data & Analytics category on Tools Hub currently lists 712 tools. Alongside Vaex, it includes Modin, Dask, Apache Beam, Apache Storm.

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More in Data & Analytics

Comparing tools in the Data & Analytics category? These related listings are worth a look: Modin — Scale pandas workflows with a drop-in replacement; Dask — Parallel computing library that scales Python workflows; Apache Beam — Unified programming model for batch and streaming pipelines.

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Scale pandas workflows with a drop-in replacement

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Unified programming model for batch and streaming pipelines

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Distributed real-time computation system

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Stream processing library built on Kafka Streams ideas

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