as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
what are the common types of data manipulation tasks?
user
common types of data manipulation tasks include sorting and filtering, statistical operations, merging and joining datasets, grouping and summarizing data, creating reports, and visualizing data. additionally, tasks such as data cleaning, missing data imputation, transforming data for analysis, and creating interactive dashboards are often part of data manipulation work.
assistant