An interactive, spreadsheet-style DataFrame viewer for Jupyter
Project description
Panelyze
Panelyze is an interactive, spreadsheet-style DataFrame viewer for Python. Built on top of itables and ipywidgets, it enables users to explore, filter, and inspect pandas DataFrames directly inside Jupyter Notebooks, Google Colab, or VS Code Notebooks — without writing filtering logic or switching to external tools.
Key Features
- Interactive DataFrame display with scrollable, sortable, and searchable tables
- Column-level filtering via dropdowns or text input
- Missing value inspector for quickly isolating rows containing
NaNvalues - Integrated column selector with “Select All” toggle
- Notebook-native interface, optimized for JupyterLab, Google Colab, and VS Code
- Zero configuration — simply import and view your data
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)
Inspect, sort, filter, and explore your DataFrame directly within your notebook environment.
Requirements
Panelyze depends on the following Python packages:
These will be installed automatically when using pip.
License
This project is licensed under the MIT License.
Contributing
Contributions are welcome. Please 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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