This branch has projects based on data analysis using Jupyter Notebook, Pandas, matplotlib, Numpy, Scikit learn, Plotly
Branch - 1: master branch - Data analysis on college majors vs salary
This project deals with the report on college degress and their respective salaries. Got the data from Payscale (https://www.payscale.com/college-salary-report) and export it as csv. This project analyses on:
- Which degrees have the highest starting salaries
- Which college degrees have the lowest earnings after college
- Which degrees have the highest earning potential
- The lowest risk college majors from an earnings standpoint (i.e., the degrees whose minimum and maximum salaries don't differ much)
- Which branch of degree has more earnings - Business, STEM (Science, Technology, Engineering, Mathematics) or HASS (Humanities, Arts, Social Science)
Branch - 2: Popular Languages
- Analysis on popular programming languages since 2008, taking data from StackOverflow and deciding popularity based on number of tags.
Branch - 3: LEGO data analysis
- Analysis on LEGO product supplies since 1940s.
Branch - 4: Google Trends Data
- Google Trends gives us access to the popularity of Google Search terms. Deals with analysis on data taken from https://trends.google.com/trends/.
- How the search terms affect the popularity of the products.
Branch - 5: Google Play store app data analysis
- Comparing thousands of apps from Play store and performing Android App Store data analysis on app installations, category, paid vs free apps, and more by creating clear charts with Plotly.
- Taken play store data from Kaggle (https://www.kaggle.com/datasets/lava18/google-play-store-apps) and performed the analysis.
Branch - 6: NumPy exercises
- NumPy array creation, accessing elements, algebra operations, image manipulation
Branch - 7: Movie Revenue Analysis
- This project focuses on movie analysis using matplotlib, seaborn, scikit learn.
Branch - 8: Nobel Prize winners analysis
- This project deals with analysis on Nobel prize data. Anlysis done using Pandas, Matplotlib, Mumpy, Plotly
Branch - 9: Dr.Semmelweis Data analysis
- Analysis on Dr.Semmelweis's proposal of handwashing after autopsy and how this reduced the death rate in maternity clinics.
Branch - 10: Boston House price analysis
- Analysis on Boston house prices against various factors