1. Select an economic or social topic for your project. Introduce the topic, explain the importance, significant and relevance of the topic to countries. 2. Identify one variable as dependent and three variables as independent and establish the relationship among them with the help of the literature and review the existing literature using www.masader.om and download the relevant articles and studies for review. 3. https://databank.worldbank.org/source/world-development- indicators From the given link, choose 4 variables related to your topic for 12 years (starting from 1985-2018) for 11 countries. 4. For any two variables construct a histogram, frequency polygon, Pareto, and ogive (cumulative percentage) for the distribution. 5. Using "Descriptive Statistics" determine the mean, mode, median for the selected two variables. What does this say about the symmetry of the distribution? Check for any outlier. 6. Compare variance, standard deviation, and coefficient of variation of each variable. Explain difference. 7. Calculate the correlation matrix for all variables and interpret the results. 8. Apply the multiple regression using all variables for the complete model and report the results. Check the significance of the regression coefficients and comment on the overall results. 9. Follow project guidelines and provide conclusion and referencing. The topic is Importance of E-Commerce