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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
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)
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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