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Please apply any of the data science techniques you have learned (even not from
Please apply any of the data science techniques you have learned (even not from this course) to answer the two questions below.
1) Do consumers’ online word-of-mouth (i.e., movie reviews) affect the movies’ box office performance? If so, how do the review features (e.g., overall rating, number of reviews) affect sales?
2) Is there any other factors that would impact the movie’s box office performance?
You are encouraged to apply the regression analysis to answer the above questions. Before you run the model, you need to process the data and run some exploratory data analysis (e.g., scatter plot, correlation analysis). Also, discuss how you choose the variables. Why do you treat a variable as an independent/dependent variable? What is your expectation of the impact of the independent variable on the outcome?
When you interpret the results, you need to state 1) whether there is a significant relationship between the two variables and 2) how an independent variable affects the dependent variable (by interpreting its parameter).
There is no limitation to the analyses that you conduct. Yet, given this is a group project, I am expecting to see at least one multiple regression model and some decent analyses.
Please present the results in a Word file. You must also submit an Excel file that includes the dataset you have built for the final analysis. The Excel file should only include the data, not any interpretation or results.
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