A GUI for Pandas DataFrames.
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.
- View DataFrames and Series
- MultiIndex support
- Copy & Paste from GUI
- Import CSV files with drag & drop
- Tabs showing column statistics and histograms
DataFrame Viewer DataFrame Statistics Histogram Viewer DataFrame Viewer with MultIndex
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