MagicTables

A Python library designed to streamline ETL processes.

1 follower

A Python library designed to streamline ETL processes.

1 follower

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Databases and backend frameworks

MagicTables: A Python library revolutionizing data science workflows. Transform API responses into DataFrames, use natural language for data queries, and chain multiple data sources effortlessly. Focus on the data science, not the data suffering.

Free

Launch tags:Open Source•Developer Tools•GitHub

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I created MagicTables because I was tired of spending more time wrestling with data than actually analyzing it. As a data scientist, I've dealt with countless APIs and datasets, and the data collection and cleaning process was always a huge bottleneck. MagicTables is my attempt to solve this problem. It handles API responses, data transformations, and even lets you query data using plain English. The goal is simple: spend less time on data prep and more time on actual analysis and model building. If you've ever felt frustrated by data wrangling tasks, give MagicTables a try. I'd love to hear your thoughts and experiences!

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2yr ago

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