The Rise of "Gangnam Style" - Embedly Stats(blog.embed.ly) |
The Rise of "Gangnam Style" - Embedly Stats(blog.embed.ly) |
It wouldn't surprise me if that selection bias is skewing the results when it comes to the lack of a boost from Ellen / SNL / The Today Show. Those appearances came late in the trend of the meme, and so it's logical to assume that anybody who learned about Gangnam Style from TV appearances isn't particularly meme- or net-savvy. Those aren't the sort of people who are likely to share the link to the Youtube video using embed.ly. They'll either tell their friends in person, or perhaps send them a direct YouTube link.
Also, since they're learning about the video from TV instead of from, say, an Embedly-powered blog post about it, I'd also assume they're more likely to view the video directly on YouTube rather than someone's posted Embedly copy. If you search on Google for 'Gangnam Style', the official YouTube link is the first result. If you check Google Trends (http://www.google.com/trends/explore#q=gangnam%20style&d...), you'll notice an uptick in search traffic in the middle of September, a timeframe which includes all three of those TV appearances (the 10th, 14th, and 15th) but isn't represented in Embedly's stats.
This is admittedly all hearsay, but it wouldn't surprise me if Psy's TV appearances did actually result in a tangible bump in popularity.
Shouldn't be surprising in the least. The big network's dinosaur daytime show producers still treat the Internet and its culture as some "silly little thing" and only bother with it when something massive comes out of it...and by then they're the last to report on it.
Mainstream TV shows are not there for discovery purposes; novelty is inversely correlated with audience size, because large audiences are the result of a repeatable formula. Hence the seemingly-endless syndication of comedy shows like Seinfeld, and the practice of distinguishing between 'all new' episodes (never-seen-before) and 'new' episodes (repeats that haven't been screened within the last couple of months).
It's ignorant to write off the producers of network shows as dinosaurs. They are still churning out a new show every week or several times a week, they have huge audiences, and they are making more money than you could ever dream about. I find most of those shows dull, but I'm not the target market and neither are you.
PSY has the most popular video in the history of YouTube and all his other output is going to see a bump in popularity as a result. It's great for his long-term career, but in terms of mass culture it's a flash in the pan (at least outside of Korea). 2 years ago the 'fist pump' song by Hardnox inspired by the TV show Jersey Shore was the summer sensation, played at baseball stadiums and so on. Now the show is ending and I'm pretty sure you'll never hear of Hardnox again until they show up on nostalgia shows (like 'I love 2010!'). On the other hand, Ellen, SNL and the Today show will probably be around in ten years; at most the name or personality will change, but the format will persist. Jay Leno, Dave Letterman, Jimmy Fallon and Conan O'Brien are all basically repeating the Johnny Carson formula for light evening entertainment, and that concept has been chugging along steadily for about 30-40 years now.
This is because TV is analog and there's no link to click on when PSY is on Ellen. This also means that the ratio of people who are driven to watch his video online because he was on TV is very small.
Of those people who end up watching the video because they saw him on TV, their views are likely dispersed over a long period of time rather than at a single moment like they might be when an article on a very large web portal like Yahoo directly links to the video.
That's because their viewers are much the same.
Maybe if you try using a quadratic spline? Mathematically it is almost just as trivial, so your performance should be unaffected, and in my experience it gets rid those embarrassing artifacts left by using cubic splines to join points representing exponential data.
[1]: http://webcache.googleusercontent.com/search?hl=en&q=cac...
edit: clarification: it's their blog that can't handle the traffic.
edit2: it's embed.ly, not refer.ly, sorry about that.
http://embed.ly/docs/explore/article?url=blog.embed.ly/embed...