https://github.com/nagapv/edexplore
A simple widget for interactive EDA / QA. Works on top of Pandas [in Jupyter Notebook] using IPyWidgets with a sprinkle of Regex.
Science Score: 13.0%
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○Scientific vocabulary similarity
Low similarity (7.1%) to scientific vocabulary
Keywords
Repository
A simple widget for interactive EDA / QA. Works on top of Pandas [in Jupyter Notebook] using IPyWidgets with a sprinkle of Regex.
Basic Info
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- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 1
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Metadata Files
README.md
EDExplore
A simple widget for interactive EDA / QA for those who use Pandas in Jupyter Notebook.
https://github.com/nagapv/edexplore/ | https://pypi.org/project/edexplore/
How to install?
python -m pip install edexplore
If you want to do it locally:-
After downloading / extracting the code, go to the directory (in command line) for installation:
python -m pip install . OR pip install .
At times, you may need to enable the ipywidgets notebook extension:
jupyter nbextension enable --py widgetsnbextension
How to use?
import pandas as pd
from edexplore import interact
df = pd.read_csv("xzy.csv")
interact(df)
Here is the detailed reference with screenshots.
Special thanks to Ashwin Rajeev, who introduced IPyWidgets to me long back!
Copyright (c) 2024 Nagaprakash Venkatesan , MIT License
Owner
- Name: Nagaprakash V
- Login: nagapv
- Kind: user
- Location: India
- Website: https://sites.google.com/view/nagapv
- Repositories: 1
- Profile: https://github.com/nagapv
An autodidact, working full-time, where data is everything.
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Dependencies
- actions/checkout v4 composite
- actions/setup-python v5 composite
- pypa/gh-action-pypi-publish 27b31702a0e7fc50959f5ad993c78deac1bdfc29 composite
- ipywidgets *
- numpy *
- pandas *
- requests *
- ipywidgets *
- jupyter-book *
- matplotlib *
- notebook *
- numpy *
- pandas *