PandasGui

A GUI built with PyQt5 for analyzing Pandas DataFrames.

Demo >

Installation

Install latest release from PyPi:

pip install pandasgui

Install directly from Github for the latest unreleased changes:

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

Usage

Create and view a simple DataFrame

import pandas as pd
from pandasgui import show

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

Or if you are running your code as a script instead of within iPython, you will need to block execution until you close the GUI

show(df, settings={'block': True})

PandasGUI comes with sample datasets that will automatically download on first usage

from pandasgui import show
from pandasgui.datasets import pokemon, titanic
show(pokemon, titanic)

This module also exports all_datasets which is a dictionary of all the sample datasets

from pandasgui import show
from pandasgui.datasets import all_datasets
show(**all_datasets)

Features

View DataFrames and Series (with MultiIndex support)
Filtering
Interactive plotting
Statistics summary
Data editing and copy / paste
Import CSV files with drag & drop

Screenshots

DataFrame Viewer

Filters

Statistics

Grapher

MultiIndex Support

More Info

This project is still in version 0.x.y and still subject to major changes. Issues, feedback and pull requests 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.

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Source Distribution

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