A GUI for viewing and analyzing Pandas DataFrames based on PyQt5.
Install from PyPi:
pip install pandasgui
Install directly from Github for the latest changes.
pip install git+https://github.com/adamerose/pandasgui.git
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)
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.
DataFrame Viewer DataFrame Statistics Histogram Viewer DataFrame Viewer with MultIndex