Start by defining the goals and objectives of the analysis. What questions are you trying to answer?
Collect and clean the data, ensuring it is accurate, complete, and consistent. Address any missing values or inconsistencies.
Explore the data using descriptive statistics and visualizations to identify patterns and trends.
Apply appropriate statistical methods to analyze the data and draw meaningful conclusions.
Communicate the findings clearly and effectively through reports and visualizations.