Mazada has the best SEO it conatins alot of usefule tags that are able to be picked by a search engine and added. Subaru fails to show some data when scraping data toyota fails to show some tags but it is better than subaru.

This assignment was completed using the dataset from the previous word frequency analysis regarding the Mazda Miata. A word co-occurrence analysis was conducted to determine the direct relationships between paired words, providing deeper context regarding the underlying themes of the discussions.

This data source was scarped using the blue sky api/app password. The api was specifically looking for words with in posts that contained the word "Miata" and pull 100 posts to analyze they text.

Overview Our consultation roll play needed probabilities to provided to those seeking to increase their engagement rate on YouTube. A Logistic Regression allows us to receive the odds that each variable will increase the engagement of a YouTube video. I kept the duplicates of video within my data set to account for the time frame of repeated interactions with videos. This provided useful insite into the “Engagement Decay” over time.

Second Lab for Week 2. (Fire Forks added)

In class exercise #1

For MSBA Lab #1 - Creating a about me page as a introduction into R.