This competency examines and applies data manipulation techniques to prepare data for analysis. Students will identify how and why data manipulation is important to the role of data scientists and perform data preparation (remove duplicates, recoding, filtering, and formatting) on a provided dataset. Students will also apply analysis techniques on prepared data set using Pivot Charts and summarize data with Pivot Tables.

• Type Learning
• Level Foundational