If you use Python Pandas, check out this GUI for viewing, plotting & modifying DataFrames

PandasGUI is an open source GUI I made for doing EDA in Pandas. I use this a lot for my own data analysis and hope it will help others too!

I was inspired to make this after finding that applications like Excel, Tableau and JMP were often quicker than Python for ad hoc viewing, plotting and reshaping. This project aims to make basic EDA easy but also allows you to easily move DataFrames in memory between the GUI and IPython so you still have the full power of Pandas. It's made with PyQt5 and renders in a standalone window compatible with any IDE.

Githubhttps://github.com/adamerose/pandasgui

Demo – https://www.youtube.com/watch?v=NKXdolMxW2Y

Screenshots

DataFrame viewer

Interactive plotting

Installation

pip install pandasgui 

Usage

import pandas as pd from pandasgui import show # Download and view a sample dataset path = "https://raw.githubusercontent.com/adamerose/datasets/master/pokemon.csv" pokemon = pd.read_csv(path) gui = show(pokemon) 

Features

  • View DataFrames and Series (w/ MultiIndex support)
  • Move DataFrames seamlessly between GUI and IPython
  • Filtering
  • Interactive plotting
  • Statistics
  • Drag & drop import/export
  • more…

Submitted October 26, 2020 at 10:55AM by UglyChihuahua
via https://ift.tt/31HCvCu

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