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A GUI for Pandas DataFrames.

Project description

PandasGUI

A GUI for viewing and analyzing Pandas DataFrames based on PyQt5.

Screenshot

Installation

Install from PyPi:

pip install pandasgui

Install directly from Github for the latest changes.

pip install git+https://github.com/adamerose/pandasgui.git

Usage

Create a simple DataFrame and view it in the GUI

import pandas as pd
from pandasgui import show

example_df = pd.DataFrame(pd.np.array([[1, 2, 3], [4, 5, 6], [7, 8, 9]]),
                          columns=['a', 'b', 'c'])
show(example_df)

Example of MultiIndex support, renaming, and nonblocking mode. Nonblocking mode opens the GUI in a separate process and allows you to continue running code in the console

import seaborn as sns
from pandasgui import show

flights = sns.load_dataset('flights')
multi = flights.set_index(['year', 'month']).unstack()  # MultiIndex example
if __name__ == '__main__':  # This is needed when starting a new process. Not necessary in interactive console.
    show(flights, flightsReshaped=multi, nonblocking=True)

About

This project is still in version 0.x.y and subject to major changes. Issues, feedback and forks are welcome. Latest changes will be on the develop branch, and this will be occasionally merged to master as a release with a tag indicating the version number, and this will be what is available on PyPi.

Features

  • View DataFrames and Series
  • MultiIndex support
  • Copy & Paste from GUI
  • Import CSV files with drag & drop
  • Tabs showing column statistics and histograms

Requirements

  • pandas
  • PyQt5
  • seaborn

Screenshots

DataFrame Viewer DataFrame Statistics Histogram Viewer DataFrame Viewer with MultIndex

Project details


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