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
