Interactive Data Visualizations tool #791
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👋 Thank you for opening this pull request! We appreciate your contribution to improving this project. Your PR is under review, and we'll get back to you shortly. To help move the process along, please tag @UppuluriKalyani, @Neilblaze, and @SaiNivedh26 for a faster review! |
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Nov 6, 2024
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🎉🎉 Thank you for your contribution! Your PR #791 has been merged! 🎉🎉 |
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Issue number #713
This PR introduces an interactive data visualization module to the ML Nexus platform, enhancing user engagement and simplifying dataset analysis. The new feature allows users to upload datasets in popular formats (e.g., CSV) and generate visualizations to explore data patterns and assess machine learning model performance.
Key features:
Data Upload and Visualization: Allows users to upload CSV datasets and visualize them directly on the site.
Interactive Visualizations:
Scatter Plot: Shows relationships between two numeric features.
Correlation Heatmap: Displays feature correlations to help identify relationships.
Please consider this PR to integrate interactive data visualization features into ML Nexus. This addition allows users to upload and analyze datasets through intuitive visualizations like scatter plots and correlation heatmaps, enhancing data exploration and insight generation directly on the platform.
I've invested substantial effort and conducted in-depth research to implement these features effectively, focusing on both functionality and user experience. Given the complexity and dedication required to complete this feature, I kindly request the Level 2 badge in recognition of my contributions and hard work.
Thank you for your consideration!