![]() Google Trends allows the user to look at Google’s search trends for any term you can imagine. Google Trends, however, might be just the tool to do so. With limited Netflix viewership data, it’s difficult to answer this question through this lens. Did releasing the entire season at once REALLY limit the attention and conversation given to the show? Although Euphoria and Handmaid’s Tale have episodes remaining and Succession hasn’t even started its season yet, it currently looks like Stranger Things has a real path to victory.Īs part of reassessing the case for Netflix’s hit show, I decided to take a deeper look at what I thought was holding the show back in the competition. Season two had received some mixed reviews, but with one episode remaining, I felt a strong conclusion could put it over the top.Īlthough I personally really enjoyed the season finale, the reception seemed to be fairly negative. I felt Big Little Lies, which had held the audience’s attention every Sunday night, might have an edge in this regard. Stranger Things had been the best show thus far, but releasing the entire season at once may have limited the attention and conversation dedicated to the show. I recently took a look at the current state of the “show of the summer” debate and came away with the following conclusions. That ’90s Show season 1 episode 8 recap: Summer Storm.Oddballs Season 2 Episode 5 recap: The Class Act.Creepshow season 3, episode 3 recap: The Last Tsuburaya/Okay, I’ll Bite!.Is Stranger Things season 5 about to start filming?.Oddballs Season 2 Episode 6 recap: Moral Report.Let's smooth out noise caused by short term movements by using the rolling() & mean() functions on our pandas dataframe. So, who’s the most popular candidate? We see that in late February/ early March Biden and Sanders both spike dramatically and they look to be about equal. On OctoSanders was hospitalized for a blocked artery. On SeptemBiden had an interview on Jimmy Kimmel Live where he discussed the impeachment inquiry. For example, we see a spike between the September and October events for Biden and Sanders. There are some spikes that do not correspond directly with the debate dates. Joe Biden announced his presidential campaign on April 25th,2019. There is a smaller spike on April 22,2019 for Elizabeth Warren that corresponds to the release of her plan to cancel student debt and eliminate college tuition. There are a couple of spikes well before the first debate - we see a small spike in April 2019 for Pete Buttigieg. We can see how there are spikes on/around each of the debate dates. A value of 50 would mean that term is half as popular. So that means that when looking at these values, a value of 100 means that was the peak popularity among those terms (candidates) for that given time frame. The numbers are scaled on a range of 0 to 100 based on a topic’s proportion to all searches on all topics. Google normalizes the search data to make comparisons between terms easier. Google Trends provides a sample of search requests made to Google in a specified time frame. ![]() And we’ll take a look - who was actually the most popular candidate? Google Trends We’ll recreate the Google Trends plot to visualize their popularity over time. We’ll walk through and explore the data in the form of search interest data from Google Trends using pandas and matplotlib libraries. But I’d like to take a look back at the data. We know that Joe Biden is the democratic presumptive nominee. From finger nibbling to tense post-debate standoffs. If you have been watching the debates Democratic Presidential Debates this past year - you may agree that it’s been somewhat of a wild ride. ![]()
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