An interactive, Excel-like DataFrame viewer for Jupyter
Project description
Panelyze
Panelyze is an interactive, Excel-like DataFrame viewer for Python built on top of itables and ipywidgets. It allows users to explore, filter, and inspect pandas DataFrames directly inside Jupyter Notebooks or Google Colab — with no need to write filtering logic or export to Excel.
Key Features
- ✅ Interactive DataFrame preview with scrollable, sortable, and searchable table
- ✅ Column-level filtering with dropdowns or text input
- ✅ Missing value inspector — show only rows with
NaNvalues - ✅ Integrated column selector with “Select All” toggle
- ✅ Optimized for JupyterLab, Google Colab, and VS Code Notebooks
- ✅ Zero configuration — just import and run
Installation
Install from PyPI:
pip install panelyze
Usage
from panelyze import panelyze
import pandas as pd
# Load your data
df = pd.read_csv("your_data.csv")
# Launch the interactive panel
panelyze(df)
No need to export to Excel — just scroll, sort, filter, and inspect directly inside your notebook.
Requirements
Panelyze depends on the following Python packages:
These will be installed automatically with pip.
License
This project is licensed under the MIT License.
Contributing
Contributions are welcome! Feel free to open issues or submit pull requests to improve functionality, performance, or documentation.
Related Projects
- pandas-profiling — automated EDA for pandas
- sweetviz — visualized data comparison and exploration
- itables — interactive pandas tables via DataTables.js
Made with ❤️ for the data science community.
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