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Add Social Network Analysis Project to Unsupervised Learning and Blood Donations Prediction to Prediction Models Module #686

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merged 3 commits into from
Oct 31, 2024

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@vermu490 vermu490 commented Oct 30, 2024

Related Issues or bug

  • This PR adds a new project focused on Social Network Analysis (SNA) within the Unsupervised Learning module. It includes an analysis of character interactions in Star Wars Episode IV using network graph techniques.
  • Predicting Blood Donation Behavior leveraging historical donor data, aimed at optimizing future blood donation campaigns organized by the Rotaract Club of MSIT.

Proposed Changes

Social Network Analysis of Star Wars Episode IV

  • Added Social Network Analysis of Star Wars Episode IV to the Unsupervised Learning module.
  • Included code for network creation and visualization using networkx and matplotlib.
  • Introduced comparisons between traditional clustering methods and our model.

Predicting Blood Donation Behavior

  • Developed a predictive model for blood donation behavior, including data preprocessing, outlier detection, feature engineering, and model evaluation.
  • Enhanced documentation and comments throughout the codebase for clarity and future reference.

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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.
Don't forget to mention the issue you solved!.

To help move the process along, please tag @UppuluriKalyani, @Neilblaze, and @SaiNivedh26 for a faster review!

@vermu490 vermu490 changed the title Add Social Network Analysis Project to Unsupervised Learning Module Add Social Network Analysis Project to Unsupervised Learning and Blood Donations Prediction to to Prediction Models Module Oct 30, 2024
@vermu490 vermu490 changed the title Add Social Network Analysis Project to Unsupervised Learning and Blood Donations Prediction to to Prediction Models Module Add Social Network Analysis Project to Unsupervised Learning and Blood Donations Prediction to Prediction Models Module Oct 30, 2024
@UppuluriKalyani UppuluriKalyani merged commit e2cf40d into UppuluriKalyani:main Oct 31, 2024
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🎉🎉 Thank you for your contribution! Your PR #686 has been merged! 🎉🎉

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