PandasGUI
A GUI for analyzing Pandas DataFrames.
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)
If you are running your code as a script instead of in IPython or Jupyter, you need to do this instead:
# This will pause the script until you close the GUI
show(df, settings={'block': True})
PandasGUI comes with sample datasets that will download on first use. You can also import all_datasets
which is a dictionary of all the sample datasets
from pandasgui import show
from pandasgui.datasets import pokemon, titanic, all_datasets
show(pokemon, titanic)
show(**all_datasets)
Features
- View DataFrames and Series (with MultiIndex support)
- Interactive plotting
- Filtering
- Statistics summary
- Data editing and copy / paste
- Import CSV files with drag & drop
- Search toolbar