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heatmap-visualization

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Data surrounding an Instagram page’s engagement during the month of July was imported and manipulated to plot a colour-encoded matrix that revealed general patterns in their dataset. The final heatmap displays data from Instagram that identifies the best time of the day and day of the week to run social media marketing campaigns.

  • Updated Oct 26, 2020
  • Jupyter Notebook

Loan analysis is an evaluation method that determines if loans are made on feasible terms and if potential borrowers can and are willing to pay back the loan. It checks the eligibility of the potential borrower against the criteria set forth for lending.Loan analysis is an evaluation method that determines if loans are made on feasible terms and…

  • Updated Oct 1, 2022
  • Jupyter Notebook

The dataset contains students last three year exam results combined with other data such as their sex, family size, father and mother job and some of their personal and social life properties. The goal is to train ML models to predict student performance in their last year exams.

  • Updated Mar 16, 2023
  • Jupyter Notebook

This AutoHotkey script tracks and logs left, right, and middle mouse clicks along with the date time and their x and y coordinates. It features automatic GUI updates and generates a visual heatmap via a Python script accessible from the system tray. Ideal for analyzing user interaction and creating detailed mouse activity maps.

  • Updated May 13, 2024
  • AutoHotkey

This project is to assess and evaluate the social performance of Cognizant by leveraging PCA algorithm. We will analyze various social parameters, including diversity and inclusion, employee well-being, retention, stakeholder engagement, and social contributions, to identify distinctive characteristics within the dataset.

  • Updated Dec 5, 2023
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