Interactive NYC taxi heatmap

#1

Post by ImJasonH » Mon, Oct 20, 2014, 8:41 PM UTC

Interactive NYC taxi heatmap
imjasonh.com

Re: Interactive NYC taxi heatmap

#2

Post by Jakob » Mon, Oct 20, 2014, 9:15 PM UTC

How come Tuesday looks way different than all other days?

Re: Interactive NYC taxi heatmap

#3

Post by verelo » Mon, Oct 20, 2014, 9:37 PM UTC

Jakob wrote: post #2

How come Tuesday looks way different than all other days?

At 2am it looks pretty different (which is an odd default right?), at other times it looks pretty much the same. I used 6pm for comparisons and the heat-map was much more similar.

Re: Interactive NYC taxi heatmap

#4

Post by tricolon » Mon, Oct 20, 2014, 9:59 PM UTC

verelo wrote: post #3

Jakob wrote: post #2

How come Tuesday looks way different than all other days?

At 2am it looks pretty different (which is an odd default right?), at other times it looks pretty much the same. I used 6pm for comparisons and the heat-map was much more similar.

> At 2am it looks pretty different (which is an odd default right?)

Not so odd—especially on a Saturday, I imagine it's right when a lot of people are tipsy or drunk and just want to get home safely, cost be damned.

Re: Interactive NYC taxi heatmap

#5

Post by frenchman_in_ny » Mon, Oct 20, 2014, 10:33 PM UTC

The sliders are buggy for me under FF33. The display stays stuck at 2AM / Saturday / heat.

Re: Interactive NYC taxi heatmap

#6

Post by uberneo » Tue, Oct 21, 2014, 12:06 AM UTC

Where have you got this data .. also any points about the technologies used?

Re: Interactive NYC taxi heatmap

#7

Post by johnm111888 » Tue, Oct 21, 2014, 12:25 AM UTC

uberneo wrote: post #6

Where have you got this data .. also any points about the technologies used?

NYC has a open data policy. http://iquantny.tumblr.com/ has great analysis and commentary on a lot of the open NYC data that you might find interesting.

Re: Interactive NYC taxi heatmap

#8

Post by rabbidruster » Tue, Oct 21, 2014, 2:18 AM UTC

tricolon wrote: post #4

verelo wrote: post #3

Earlier quoted context omitted.

At 2am it looks pretty different (which is an odd default right?), at other times it looks pretty much the same. I used 6pm for comparisons and the heat-map was much more similar.

> At 2am it looks pretty different (which is an odd default right?) Not so odd—especially on a Saturday, I imagine it's right when a lot of people are tipsy or drunk and just want to get home safely, cost be damned.

Which also could be why Tuesday at 2am looks different. Many places are closed on Monday and people are probably less likely to go out.

Re: Interactive NYC taxi heatmap

#9

Post by ImJasonH » Wed, Oct 22, 2014, 3:54 PM UTC

uberneo wrote: post #6

Where have you got this data .. also any points about the technologies used?

The data is from http://chriswhong.com/open-data/foil_nyc_taxi/ -- I pulled 10k random pickups from each day/time for the heatmaps.

I used http://leafletjs.com/ and https://github.com/Leaflet/Leaflet.heat for the visualization.

Re: Interactive NYC taxi heatmap

#10

Post by ImJasonH » Wed, Oct 22, 2014, 3:55 PM UTC

verelo wrote: post #3

Jakob wrote: post #2

How come Tuesday looks way different than all other days?

At 2am it looks pretty different (which is an odd default right?), at other times it looks pretty much the same. I used 6pm for comparisons and the heat-map was much more similar.

I picked 2am Saturday as the default time because it seemed the most interesting. 5pm Tuesday looks very different. Even 4am Saturday has different hotspots than two hours earlier.