Auto EDA.
Project description
G-Look: Auto EDA
glook is a Python library that provides a graphical user interface (GUI) for Automated Exploratory Data Analysis (Auto EDA). With glook, you can easily visualize and analyze your dataset's characteristics, distributions, and relationships.
Installation
You can install glook using pip:
pip install glook
Usage
Once installed, glook can be launched globally from the command line. Simply type glook
and press enter to start the application.
glook
The glook application GUI will launch, allowing you to perform Auto EDA on your dataset interactively.
Features
Univariate Analysis
- Visualize distributions of individual columns using:
- Histograms
- Box plots
- Q-Q plot
Bivariate Analysis
- Explore relationships between two columns using:
- Scatter plots
- Line plots
- Bar plots
- Histograms
- Box plots
- Violin plots
- Strip charts
- Density contours
- Density heatmaps
- Select x-axis and y-axis columns to visualize their relationship.
Supported Formats
glook supports various data formats, including CSV & Excel.
Getting Help
If you encounter any issues or have questions about using glook, please feel free to open an issue on the GitHub repository. We'll be happy to assist you.
License
This project is licensed under the MIT License - see the LICENSE file for details.
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