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

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

View the iris and flights DataFrames in PandasGUI

import seaborn as sns
from pandasgui import show

iris = sns.load_dataset('iris')
flights = sns.load_dataset('flights')
show(iris,flights)

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
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.

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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