Sample Analysis

R Markdown

First, you can directly load the dataset from the following URL:

mydata <- read.csv("https://ximarketing.github.io/class/Kickstarter-Project.csv", 
                   fileEncoding = "UTF-8-BOM")
summary(mydata)

Consider the following linear regression: We want to see how the video and the project type affect the total funding raised. We use FundingRaised as the dependent variable, IsVideoAvailable as the independent variable, and Subtype as a fixed effect (because it is not a value).

result <- lm(FundingRaised ~ IsVideoAvailable + factor(Subtype), data = mydata)
summary(result)

What do you learn from the results?