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Data Analysis Portfolio by Raj Rathod

Description: This repository serves as a comprehensive portfolio showcasing a series of data analysis projects completed as part of a course or professional development journey. Each project explores different aspects of data analysis, ranging from exploratory data analysis (EDA) to advanced analytics techniques.

Key Features:

  • Detailed analysis reports for each project, highlighting methodologies, findings, and insights.
  • Utilization of various data analysis tools and techniques, including SQL, Python, and visualization libraries.
  • Clear documentation and presentation of results for easy understanding and interpretation.
  • Integration of real-world datasets to address relevant business challenges and opportunities.

Individual Projects:

  1. Data Analytics Process - Doctor Selection

    • Google Drive Link
    • This project focuses on a basic task related to the data analytics process, specifically doctor selection. The analysis and findings can be accessed via the provided Google Drive link.

  2. Instagram User Analytics

    • Repository Link
    • This project involves analyzing user engagement and behavior on Instagram, providing insights for marketing strategies and audience targeting.

  3. Operation Analytics and Investigating Metric Spike

    • Repository Link
    • Analyzing operational data to understand and investigate sudden changes (metric spikes) in key performance indicators.

  4. Hiring Process Analytics

    • Repository Link
    • This project delves into analyzing hiring processes, identifying trends and patterns to optimize recruitment strategies.

  5. IMDb Movie Analysis

    • Repository Link
    • Analyzing IMDb movie data to uncover insights into movie ratings, genres, and other factors influencing viewer preferences.

  6. Bank Loan Case Study

    • Repository Link
    • Investigating loan approval processes and factors affecting loan default rates using real-world banking data.

  7. Analyzing the Impact of Car Features on Price and Profitability

    • Repository Link
    • Examining the relationship between car features and pricing/profitability in the automotive industry.

  8. ABC Call Volume Analysis

    • Repository Link
    • Analyzing call volume data to optimize call center operations and improve customer service efficiency.

Additional Resources:

Note: Ensure to include detailed README files in each project repository, providing insights into the analysis, methodologies, findings, and any additional resources.