Exercises

Run summary on the data.

summary(nyc_taxi)

What are some important things we can tell about the data by looking at the above summary?

Discuss possible ways that some columns may need to be 'cleaned'. By 'cleaned' here we mean

• reformatted into the appropriate type,
• replaced with another value or an NA,
• removed from the data for the purpose of the analysis.