5 ms·

A Peek Into Netflix Queues

65 points by prakash 17y ago

pingswept 17y ago
If you look at the Boston map, there is one zone just outside route 128 near Lexington that consistently contrasts with its neighbors. That's Hanscom Air Force Base. It's particularly stark with the movie "Milk." The other areas of sharp contrast I noticed are Mattapan and Lynn. Interesting stuff.
- boundlessdreamz 17y ago
  Great observation. Didn't expect twilight is the top movie in an airforce base!
  - blasdel 17y ago
    They are plenty of women in the Airforce, members often have families with children, and the Airforce skews strongly towards Evangelical Christianity.
- breck 17y ago
  Both of the "Tyler Perry" movies (3/4 toward the Least Rented side), also show a sharp contrast along racial demographic lines. All in all, a very interesting visualization. This stuff redeems my love for the NYTimes.
- psadauskas 17y ago
  Same thing if you pick Denver, and pan NW slightly to see Boulder. Denver and Boulder are complete inverses.
- elblanco 17y ago
  I noticed a similar, but exactly opposite trend with Paul Blart: Mall Cop.
- fuzzmeister 17y ago
  It's amazing to see the socioeconomic divide at play in this area (I'm from Concord). If you look just northeast of Hanscom on the map for Milk, you'll see a sharp dividing line between the richer towns of Carlisle, Bedford and Lexington and the more working-class towns of Billerica, Tewksbury and Dracut.
amadiver 17y ago
Is this data available to everyone? I'd love to see it for my area (Providence, RI). It might be interesting to compare this data with housing prices.
- thumper 17y ago
  I was looking around for the answer to this question, too. I was a little surprised at the ordering of the top couple of movies, and that got me wondering if "most popular" was normalized somehow. Are these the most popular from 2009? Were the numbers normalized for how long the movies were available via DVD? If there's no normalization, then this gives a snapshot about movie popularity... something like a 1-D vertical slice from a visualization like one of these two: http://www.nytimes.com/interactive/2008/02/23/movies/20080223_REVENUE_GRAPHIC.html http://www.nytimes.com/interactive/2008/02/23/movies/2008022... http://xach.com/moviecharts/2008.html http://xach.com/moviecharts/2008.html I don't want to knock this new visualization, but I'm wondering what inferences would be safe to draw from the data as presented. It seems like it is most useful for comparing regions to each other; for instance, I was surprised at how varied the movie ordering was for adjacent neighborhoods in Manhattan.
- elq 17y ago
  if you're a netflix member you can get a (not so close) approximation at http://www.netflix.com/LocalFavorites http://www.netflix.com/LocalFavorites
manvsmachine 17y ago
Looking at the map for my city of residence (Atlanta) confirms a pattern I've observed in real life: the black community generally will support its own, seemingly regardless of the details of the performance. Look at the patterns for The Soloist (Jamie Foxx), Lakeview Terrace (Samuel L. Jackson), Traitor (Don Cheadle), Obsessed (Beyonce), and the Tyler Perry movies. These movies have little to nothing in common, and their Metacritic scores vary widely, yet their distribution maps are essentially identical. A further point of interest: judging by these patterns, Atlanta really is as segregated as it is often made out to be. The only other city that I noticed with such stark contrast was D.C., which I've heard is another heavily segregated city (at least culturally).
pvg 17y ago
It's probably my inner black-hearted cynic coming through but I thought this would be a visualization of how Netflix manipulates queues to favour new and recently signed-up users - something that's been the subject of anecdotal write-ups and small scale tests over the years. These are interesting and pretty in their own right although I already knew most of my neighbours are very fond of 'Mad Men'.
unohoo 17y ago
this is one of the best visualization I've seen in recent times. Wonder why Netflix doesnt do this on their website itself - an year end wrap-up on movies
- sachinag 17y ago
  The social proof of having this in the NYTimes is worth a lot more than the SEO value of hosting it yourself.
Wump 17y ago
I wonder if one could use the rank of "Milk" as a predictor of the conservativeness/liberalness of a particular area.
maukdaddy 17y ago
This might be the best viz I've seen on the NYT. Visualizing movies like Tyler Perry, Milk, etc. in Chicago correlates almost perfectly with socio-economic boundaries.
RK 17y ago
I wonder if anyone will use this data to help decide what part of a city they want to reside in...
sid- 17y ago
Though its interesting information, I think the data could help their competition like REDBOX to stock particular dvds at their locations

65 points by prakash 17y ago

If you look at the Boston map, there is one zone just outside route 128 near Lexington that consistently contrasts with its neighbors. That's Hanscom Air Force Base. It's particularly stark with the movie "Milk." The other areas of sharp contrast I noticed are Mattapan and Lynn. Interesting stuff.

boundlessdreamz 17y ago
Great observation. Didn't expect twilight is the top movie in an airforce base!
- blasdel 17y ago
  They are plenty of women in the Airforce, members often have families with children, and the Airforce skews strongly towards Evangelical Christianity.
breck 17y ago
Both of the "Tyler Perry" movies (3/4 toward the Least Rented side), also show a sharp contrast along racial demographic lines. All in all, a very interesting visualization. This stuff redeems my love for the NYTimes.
psadauskas 17y ago
Same thing if you pick Denver, and pan NW slightly to see Boulder. Denver and Boulder are complete inverses.
elblanco 17y ago
I noticed a similar, but exactly opposite trend with Paul Blart: Mall Cop.
fuzzmeister 17y ago
It's amazing to see the socioeconomic divide at play in this area (I'm from Concord). If you look just northeast of Hanscom on the map for Milk, you'll see a sharp dividing line between the richer towns of Carlisle, Bedford and Lexington and the more working-class towns of Billerica, Tewksbury and Dracut.

amadiver 17y ago

Is this data available to everyone? I'd love to see it for my area (Providence, RI). It might be interesting to compare this data with housing prices.

thumper 17y ago
I was looking around for the answer to this question, too. I was a little surprised at the ordering of the top couple of movies, and that got me wondering if "most popular" was normalized somehow. Are these the most popular from 2009? Were the numbers normalized for how long the movies were available via DVD? If there's no normalization, then this gives a snapshot about movie popularity... something like a 1-D vertical slice from a visualization like one of these two: http://www.nytimes.com/interactive/2008/02/23/movies/20080223_REVENUE_GRAPHIC.html http://www.nytimes.com/interactive/2008/02/23/movies/2008022... http://xach.com/moviecharts/2008.html http://xach.com/moviecharts/2008.html I don't want to knock this new visualization, but I'm wondering what inferences would be safe to draw from the data as presented. It seems like it is most useful for comparing regions to each other; for instance, I was surprised at how varied the movie ordering was for adjacent neighborhoods in Manhattan.
elq 17y ago
if you're a netflix member you can get a (not so close) approximation at http://www.netflix.com/LocalFavorites http://www.netflix.com/LocalFavorites

manvsmachine 17y ago

Looking at the map for my city of residence (Atlanta) confirms a pattern I've observed in real life: the black community generally will support its own, seemingly regardless of the details of the performance. Look at the patterns for The Soloist (Jamie Foxx), Lakeview Terrace (Samuel L. Jackson), Traitor (Don Cheadle), Obsessed (Beyonce), and the Tyler Perry movies. These movies have little to nothing in common, and their Metacritic scores vary widely, yet their distribution maps are essentially identical. A further point of interest: judging by these patterns, Atlanta really is as segregated as it is often made out to be. The only other city that I noticed with such stark contrast was D.C., which I've heard is another heavily segregated city (at least culturally).

pvg 17y ago

It's probably my inner black-hearted cynic coming through but I thought this would be a visualization of how Netflix manipulates queues to favour new and recently signed-up users - something that's been the subject of anecdotal write-ups and small scale tests over the years. These are interesting and pretty in their own right although I already knew most of my neighbours are very fond of 'Mad Men'.

unohoo 17y ago

this is one of the best visualization I've seen in recent times. Wonder why Netflix doesnt do this on their website itself - an year end wrap-up on movies

sachinag 17y ago
The social proof of having this in the NYTimes is worth a lot more than the SEO value of hosting it yourself.

Wump 17y ago

I wonder if one could use the rank of "Milk" as a predictor of the conservativeness/liberalness of a particular area.

maukdaddy 17y ago

This might be the best viz I've seen on the NYT. Visualizing movies like Tyler Perry, Milk, etc. in Chicago correlates almost perfectly with socio-economic boundaries.

RK 17y ago

I wonder if anyone will use this data to help decide what part of a city they want to reside in...

sid- 17y ago

Though its interesting information, I think the data could help their competition like REDBOX to stock particular dvds at their locations