Data Science Projects

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DataCamp Projects

• Project 1: Rise and Fall of Programming Languages: Analyze the relative popularity of programming languages over time based on Stack Overflow data

  • packages used dplyr, ggplot2, stringr

• Project 2: Wrangling and Visualizing Music Data: Wrangle and visualize musical data to find common chords and compare the styes of different artists

  • packages used dplyr, ggplot2, stringr

• Project 3: Creating Geometric Shapes using ggplot2: Using ggplot to create geometric patterns found in nature

  • packages used ggplot2

• Project 4: Visualizing Inequalities in Life Expectancy: Comparison of Life Expectancy across countries and genders with ggplot2

  • packages used dplyr, ggplot2

• Project 5: Candy Crush Game Analysis: Analysing data from the mobile hit game Candy Crush Saga

  • packages used dplyr, ggplot2, stringr

• Project 6: Visual History of Nobel Prize Winners: Exploring dataset from Kaggle containing a century's worth of Nobel Laureates

  • packages used dplyr, ggplot2

• Project 7: Data Science for Social Good: Crime Study: Leverage publicly available data to interpret crime patterns within the city of San Francisco.

  • packages used dplyr, ggplot2 and ggmap