Data Collection

Gathering relevant data from various sources. This could include surveys, databases, experiments, or external datasets.

Data Cleaning

Removing or correcting any errors, inconsistencies, or missing values in the data to ensure accuracy and reliability.

Data Exploration

Analyzing and summarizing the data through descriptive statistics, visualizations, and identifying patterns or trends.

Data Interpretation

Drawing conclusions from the data analysis, making inferences, and generating insights that can inform decisions or recommendations.