Recently Published
Bootstrapping Federalist Papers
The authorship of Federalist Paper No. 51 has long been debated. This project showcases web scraping, text analysis, and bootstrapping techniques to provide a rough estimate of its possible author among the known authors of the Federalist Papers.
Evaluating Mammal Sleep Patterns by Diet
A brief exploratory data analysis for the University of Florida course PHC6791 Data Visualizations in the Health Sciences to showcase skills developed with the ggplot2 package.
Cyclistic Bike Share - Case Study
An exploratory data analysis for the capstone project of the Google Data Analytics professional certificate hosted by Coursera. NOTE: This was my first-ever exploratory data analysis (March 2023), so some aspects are a bit unpolished.
Below is the project description from Coursera: "You are a junior data analyst working in the marketing analyst team at Cyclistic, a bike-share company in Chicago. The director of marketing believes the company’s future success depends on maximizing the number of annual memberships. Therefore, your team wants to understand how casual riders and annual members use Cyclistic bikes differently. From these insights, your team will design a new marketing strategy to convert casual riders into annual members. But first, Cyclistic executives must approve your recommendations, so they must be backed up with compelling data insights and professional data visualizations."
Modeling and Prediction for Movies
An exploratory data analysis and multiple linear regression model for the completion of the Duke University Data Analysis with R Specialization - Linear Regression and Modeling certificate hosted by Coursera.
Below is the project description from Coursera: "Congratulations on getting a job as a data scientist at Paramount Pictures! Your boss has just acquired data about how much audiences and critics like movies as well as many other variables about the movies. This dataset is provided below, and it includes information from Rotten Tomatoes and IMDB for a random sample of movies. She is interested in learning what attributes make a movie popular. She is also interested in learning something new about movies. She wants your team to figure it all out. As part of this project you will complete exploratory data analysis (EDA), modeling, and prediction."
Statistical Inference with the GSS Data
Statistical inference application examples conducted for the completion of the Duke University Data Analysis with R Specialization - Inferential Statistics certificate hosted by Coursera.
Below is the project description from Coursera:
"For this summary project, you’ll need to utilize all the skills you’ve gained throughout the duration of this course. In this project, you will identify a research question similar to questions we’ve talked about in this course. Use the General Social Survey (GSS) dataset (provided in the prior reading)."
Exploring the BRFSS Data
An exploratory data analysis for the completion of the Duke University Data Analysis with R Specialization - Introduction to Data and Probability with R certificate hosted by Coursera.
Below is the project description from Coursera:
"For this summary project, you’ll need to utilize all the skills you’ve gained throughout the duration of this course. In this project, you will identify three research questions similar to questions we’ve talked about in this course. Use the Behavioral Risk Factor Surveillance System (BRFSS) dataset (provided below)."