A data analysis in R examining the relationship between a movie’s budget and audience reception
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Description:
- Cleaned and prepared data for analysis using Python pandas, performed Exploratory Data Analysis in R
- Selected variables for a proportional odds model using AIC stepwise selection and ANOVA tests
- Found that the impact of a movie’s budget on audience reception is the most notable at the extreme ends (very high budget or very low budget)
- Movie budget generally impacts audience reception similarly across all genres, although horror movies stray from the rest
Project Report:
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Erika Fox 