Using a regression model to choose the best night to have a promotion at Dodgers baseball game.

Given a dataset that includes Dodgers attendance, opponent, day, weather, time, and which promotion was run if any, can we determine which day of the week would be best to run a promotion? In this project I analyze Dodgers attendance data associated with promotions to figure out which night would be 'best' to run a promotion. My metric for determining which night was best was expected attendance since attendence translates to revenue. I determined that if we ran a promotion (any promotion), the day of the week that was associated with the largest increase in attendence would be Saturday.

• dodgers.csv - Raw data set

• dodgers_data_for_modeling.csv - Processed data set for modeling

• Data Audit and Feature Creation.ipynb

• Dodgers Promotion Modeling.Rmd - R Markdown file of modeling

• Dodgers Promotion Modeling.pdf - PDF version of the rmd modeling file

• R
• Python
• Scipy

Samuel Sears @ssears219

• Dodgers Bobblehead Promotion Case Study