![]() ![]() Going up to the highest combined scores at 74 and 75, we find two games featuring dominant quarterback performances. Most combined scores are around 40-50 points, with the extremes being roughly equal distance away in opposite directions. Though it would be nice to have this data, the effort to fetch this data and incorporate into the dataset is too much and the insights obtained do not seen worth it, since most of the missing data is historical data of the 90s. adults 18-49 who live in a household with a TV in use that were watching for the entire broadcast)įor the halftime musician data, there are missing numbers of songs performed ( num_songs) for about a third of the performances. adults 18-49 who live in a household with a TV that were watching for the entire broadcast) viewers who watched at least some part of the broadcast) Wikipedia is great but not perfect.įor the TV data, the following columns have missing values and a lot of them: the number of songs for halftime musicians) probably weren't tracked reliably over time. The Super Bowl goes all the way back to 1967, and the more granular columns (e.g. Preprocessing the Dataįor the Super Bowl game data, we can see the dataset appears whole except for missing values in the backup quarterback columns, which make sense given most starting QBs in the Super Bowl play the entire game. It is made up of three CSV files, one with game data, one with TV data, and one with halftime musician data for all 52 Super Bowls through 2018. The dataset we'll use was scraped and polished from Wikipedia. Who are the most prolific musicians in terms of halftime show performances?.How have viewership, TV ratings, and ad cost evolved over time?.How does the game affect television viewership?.What are the most extreme game outcomes?.In this project, we will find out how some of the elements of this show interact with each other. The half-time shows with the biggest musicians in the world, sometimes riding giant mechanical tigers or leaping from the roof of the stadium. There are the ridiculously expensive ads, some hilarious, others gut-wrenching, thought-provoking, and weird. There's drama in the form of blowouts, comebacks, and controversy in the games themselves. Whether or not you like football, the Super Bowl is a spectacle. How does Super Bowl affect TV viewership and musician rating? ![]()
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