ds-python-fundamental

Library of my data science project.

List of Projects

1. Empire State Building game
   • numpy, matplotlib.pyplot
   • logic, control flow, loops
2. Investigating Netflix Movies
   • pandas, matplotlib.pyplot
   • manipulating and visualizing movie data
3. Exploring NYC Public School Test Result Scores
   • pandas
   • data manipulation and summary statistics
4. Visualizing the History of Nobel Prize Winners
   • pandas, numpy, matplotlib.pyplot, seaborn
   • statistics, data manipulation and visualization
5. Data-Driven Product Management: Conducting a Market Analysis
   • pandas, matplotlib.pyplot, seaborn
   • reshaping data with .melt(), data manipulation and visualization to guide product decisions
6. Analyzing Crime in Los Angeles
   • pandas, numpy, matplotlib.pyplot, seaborn
   • exploratory data analysis (EDA)
   • analyzing crime data to guide how the police should allocate resources to protect the people of LA.

Acknowledgement

Case studies, datasets, and tasks in each project are from DataCamp platform. The solution itself is coded by me.