Data Science Projects

DataCamp Projects

• Project 1: Visualizing Inequalities in Life Expectancy: Comparison of Life Expectancy across countries and genders with ggplot2.

  • R libraries used: ggplot2, dplyr

• Project 2: Data Science for Social Good- SF Crime Study: Leverage publicly available data to interpret crime patterns within the city of San Francisco.

  • R libraries used: ggplot2, dplyr, ggmap

• Project 3: Visualizing COVID: Visualize the rise of COVID-19 cases globally with ggplot2.

  • R libraries used: ggplot2, dplyr

• Project 4: Functions for Food Price Forecasts: Write functions to forecast time series of food prices in Rwanda.

  • R libraries used: forecast, predict, ggplot2, dplyr, lubridate

• Project 5: Text Analysis of Trump Tweets: Apply text mining to Donald Trump's Tweets to confirm if he writes the (angrier) Android half.

  • R libraries used: ggplot2, dplyr, tidytext, lubridate, stringr

• Project 6: Level Difficulty in Candy Crush Saga: Analyze data from the hit mobile game, Candy Crush Saga to estimate level difficulty.

  • R libraries used: ggplot2, dplyr, readr

Kaggle Projects

• Project 1: Predicting heart disease: Predicted whether or not a patient has heart disease using classification models like logistic regression and decision trees.
  • R libraries used: dplyr, glm, forecast