What are the 10 steps in analyzing data?

There are ten steps within Data Analysis: setting the goal, data collection, scrubbing and cleaning data, exploration of data to find patterns, choosing the kind of analysis, applying the statistical or machine learning technique, interpretation of results, validation of findings, visualization of data for clarity, and finally making decisions based on the insights drawn. Most of the time, this process ensures rigor of analysis to bring out accurate results with actionable outcomes.