Labs

  • Lab

    Lab 00 – Beginnings

    Let’s get started!

  • Lab

    Lab 01 – Reproducible research with R Markdown and GitHub

    Introducing R, RStudio, GitHub and R Markdown

  • Lab

    Lab 02 – Exploration by visualization: the Galton dataset

    Explore the Galton dataset using data visualization

  • Lab

    Lab 03 – Wrangling sales data

    Use dplyr to transform and analyze sales data

  • Lab

    Lab 04 – Tidying your dataset

    Use tidyr to reshape genetics data to make it “tidy”

  • Lab

    Lab 05 – Data cleaning

    Clean a real-world dataset that lists cars that were towed or impounded by the Chicago Police Department.

  • Lab

    Lab 06 – Interactive visualizations

    Explore OBX property rental data (a CDS 102 original!) using interactive visualizations

  • Lab

    Lab 07 – Basketball and Hot Hands

    Use randomized simulations to determine whether or not basketball players can have a “hot hand”

  • Lab

    Lab 08 – Speed of light

    infer the speed of light using Simon Newcomb’s famous dataset

  • Lab

    Lab 09 – Moneyball

    Build predictive models of baseball data, just like in the movie Moneyball

  • Lab

    Lab 10 – Build and Explore a Temperature Database

    Download, build, and explore a database of daily average temperatures from January 1995 to the present day

  • Lab

    Lab 11 – Mining the social web

    Accessing the Twitter API using rtweet and exploring what you can do with the harvested data