Created by: aschonfeld
What is this Python project?
D-Tale is the combination of a Flask back-end and a React front-end to bring you an easy way to view & analyze Pandas data structures. It integrates seamlessly with jupyter notebooks & python/jupyter terminals. Currently this tool supports such Pandas objects as DataFrame, Series, MultiIndex, DatetimeIndex & RangeIndex.
What's the difference between this Python project and similar ones?
As far as I can tell there isn't anything for Exploratory Data Analysis on awesome-python yet so this might be in its own class. The difference between this project and the ones in Data Visualization is that this one will allow users to apply a GUI to their pandas objects w/ one line of code dtale.show(df). This GUI comes complete with the following key features:
- Smooth grid for sorting, filtering, selecting & editing
- Chart builder created on top of
plotly-dash - Network analysis using a combination of
networkx& the JS packagevis-network - Code exports so you can learn pandas as you perform operations This package can also be integrated into your own Streamlit notebooks & Flask or Django applications. There are links to detailed instructions on how to do both in the README.
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