After collecting raw data, you need to process these data and create figures to explain your results. In order to create good visualization, it is important to clean and transform raw data. Data Services provides a series of workshops to take you through the process of data cleaning, manipulation and visualization with various tools.

  • Designing Effective Data Visualizations (11/1/2022, 1:00pm – 4:00pm) Register

Open Refine

  • Data Cleaning in OpenRefine (9/27/2022, 1:00pm – 3:30pm) Register


  • Introduction to Data Visualization in R (9/21/2022, 1:00pm – 4:00pm) Register
  • Data Cleaning in R (9/28/2022, 1:00pm – 4:00pm) Register
  • Manipulating and Joining Data in R with dplyr (10/5/2022, 1:00pm – 3:00pm) Register
  • Data Visualization in R with ggplot2 (10/12/2022, 1:00pm – 4:00pm) Register
  • Interactive Data Visualization in R with Shiny (11/16 and 11/17/2022, 1:00am – 4:00pm) Register


  • Introduction to Data Visualization in Python (9/29/2022, 1:00pm – 4:00pm) Register
  • Data Wrangling in Python: Introduction to the pandas library (11/10/2022, 1:00pm – 3:00pm) Register

View the schedule for all Data Services workshops