Gathering relevant data from various sources. This could include surveys, databases, experiments, or external datasets.
Removing or correcting any errors, inconsistencies, or missing values in the data to ensure accuracy and reliability.
Analyzing and summarizing the data through descriptive statistics, visualizations, and identifying patterns or trends.
Drawing conclusions from the data analysis, making inferences, and generating insights that can inform decisions or recommendations.