Import data into R (i.e. with read_csv()).
Import data into R (i.e. with read_csv()). Much worse
Import data into R (i.e. with read_csv()). Somewhat worse
Import data into R (i.e. with read_csv()). Unimproved - neither worse nor better
Import data into R (i.e. with read_csv()). Better
Import data into R (i.e. with read_csv()). Much better
Import data into R (i.e. with read_csv()). N/A
Visualize data with ggplot.
Visualize data with ggplot. Much worse
Visualize data with ggplot. Somewhat worse
Visualize data with ggplot. Unimproved - neither worse nor better
Visualize data with ggplot. Better
Visualize data with ggplot. Much better
Visualize data with ggplot. N/A
Filter, select, or re-arrange data.
Filter, select, or re-arrange data. Much worse
Filter, select, or re-arrange data. Somewhat worse
Filter, select, or re-arrange data. Unimproved - neither worse nor better
Filter, select, or re-arrange data. Better
Filter, select, or re-arrange data. Much better
Filter, select, or re-arrange data. N/A
Explore data to develop understanding of it.
Explore data to develop understanding of it. Much worse
Explore data to develop understanding of it. Somewhat worse
Explore data to develop understanding of it. Unimproved - neither worse nor better
Explore data to develop understanding of it. Better
Explore data to develop understanding of it. Much better
Explore data to develop understanding of it. N/A
Fit models to data.
Fit models to data. Much worse
Fit models to data. Somewhat worse
Fit models to data. Unimproved - neither worse nor better
Fit models to data. Better
Fit models to data. Much better
Fit models to data. N/A