What are the common challenges faced during data analysis, and how can they be addressed to ensure accurate and reliable results?
How can data visualization techniques be used to effectively communicate the results of a data analysis?
What are the best practices for cleaning and preparing data before performing an analysis?
How do you determine which statistical methods or tools are most appropriate for analyzing a given dataset?
What are the key steps involved in the data analysis process, from data collection to interpretation of results?