Cleaning data
* Did you capture and code your data in the right manner?
*Do you have all data or missing data?
* Do you have enough observations?
* Do you have any outliers? If yes, what is the remedy for outlier?
* Does your data have the potential to answer your questions?
Analyzing data
* Visualize your data, e.g. charts, tables, and graphs, to mention a few.
*Identify patterns, correlations, and trends
* Test your hypotheses
* Let your data tell a story
Reports the results
* Communicate and interpret the results
* Conclude and recommend
* Your targeted audience must understand your results