The easiest way to prepare data in Python
🔸DataPrep is an open-source python library that allows you to prepare your data with just a few lines of code.
⚙️Installation
1. DataPrep.Connector – API wrapper that speeds up development by standardizing calls to multiple APIs as a simple workflow. Basically, it allows you to collect data from common data sources.
2. DataPrep.EDA allows you to perform Exploratory Data Analysis with a few lines of code in seconds.
3. DataPrep.Clean aims to provide a large number of functions with a unified interface for cleaning and standardizing data of various semantic types in a Pandas or Dask DataFrame.
🔗GitHub
🔗Docs
#dataprep #datascience
🔸DataPrep is an open-source python library that allows you to prepare your data with just a few lines of code.
⚙️Installation
pip install dataprep
The library consists of 3 main modules:1. DataPrep.Connector – API wrapper that speeds up development by standardizing calls to multiple APIs as a simple workflow. Basically, it allows you to collect data from common data sources.
2. DataPrep.EDA allows you to perform Exploratory Data Analysis with a few lines of code in seconds.
3. DataPrep.Clean aims to provide a large number of functions with a unified interface for cleaning and standardizing data of various semantic types in a Pandas or Dask DataFrame.
🔗GitHub
🔗Docs
#dataprep #datascience