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
Python Pandas For Your Grandpa 👨🦳
Pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language. Start your pandas journey with "Python Pandas For Your Grandpa" series – so easy, your grandpa could learn it!
1. Promo [YouTube]
2. Introduction [YouTube]
3. Series Creation [YouTube]
...
44. Challenge: Concerts [YouTube]
🔗YouTube Playlist
#materials #pandas #datascience
Pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language. Start your pandas journey with "Python Pandas For Your Grandpa" series – so easy, your grandpa could learn it!
1. Promo [YouTube]
2. Introduction [YouTube]
3. Series Creation [YouTube]
...
44. Challenge: Concerts [YouTube]
🔗YouTube Playlist
#materials #pandas #datascience