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mcat18/README.md

Hi there 👋

👩‍💻 Data Analyst who is passionate about using data to solve problems and understanding underlying patterns in data
🎓 Bachelor of Arts in Psychology and Master of Science in Data Analytics
💻 R, Python, SQL and Tableau
📊 Tableau Public: https://public.tableau.com/app/profile/mary.aldrete
📈 Rpubs: https://rpubs.com/mary18
🎸 Music lover and guitarist

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  1. COVID-19-Data-Exploration COVID-19-Data-Exploration Public

    Data exploration with SQL

  2. Lyric-Analysis-Project Lyric-Analysis-Project Public

    Text analysis and sentiment analysis on song lyrics. Topic modeling is used to determine how well it can group together songs on the albums

    R

  3. Machine-Learning-Python- Machine-Learning-Python- Public

    Machine learning Python homework assignment

    Jupyter Notebook

  4. Spotify-Music-Moods Spotify-Music-Moods Public

    In this project, k-means clustering is used to determine the moods in my music. Sentiment analysis is also used to investigate the sentiment of the songs in the clusters.

    R 1

  5. Spotify-Song-Popularity-Analysis-Project Spotify-Song-Popularity-Analysis-Project Public

    In this project, machine learning methods are used to evaluate how well song popularity can be predicted

  6. HR-Attrition-Analysis HR-Attrition-Analysis Public

    In this project, exploratory data analysis was used to identify reasons why employees leave and machine learning methods were used predict employee attrition

    R 1