PandasGUI
A GUI for viewing and analyzing Pandas DataFrames based on PyQt5.
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(([[1, 2, 3], [4, 5, 6], [7, 8, 9]]),
columns=['a', 'b', 'c'])
show(example_df)
MultiIndexes are supported. And you can pass DataFrames as a kwarg if you want to show a name other than your variable.
from pandasgui import show
from pandasgui.datasets import flights
multi = flights.set_index(['year', 'month']).unstack() # MultiIndex example
show(flights, flightsReshaped=multi)
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
1 maintainer
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