Written on 22 May 2018
How long will that subway elevator be out of service?
The subways here in NYC, run by the MTA, are routinely and rightly criticized for their lack of ADA compliance and accessibility. The system does have some, though nowhere near enough, elevators which sometimes go out of service, wreaking havoc on some folks' commutes. The MTA posts elevator outages to their website along with the time the elevator will return to service. But how good of a guide are these estimates?
Well, my robots and I have scraped ~4300 elevator outages (data) and the short answer is: the estimates aren't terrible (but elevator outages are). The longer answer is that the estimates are usually accurate but that doesn't take into account how disruptive an outage can be.
First, a bit about the data that I scraped. The MTA posts elevator outages on their site as a table of outages with the estimated return to service time. When the elevator re-enters service, they take down the outage notice. My scraper runs every minute and makes a note of when a previously noticed outage is no longer there. I have characterized this as the "first miss" in my data. It isn't really when the elevator re-entered service, but it is the best approximation from the public notices I could find.
Of the ~4300 outages I scraped since February 2018, in the best case the MTA beat their estimate by ~7.5 hours and, in the worst case, missed their estimate by ~45 days. On average, elevators returned to service about 3 hours earlier than the estimated time.
Each line below represents an elevator outage, plotted along the X axis according to when it went out of service (both by date and the time of day). The length of each line represents the difference between the estimated return time and the time at which it was removed from the outage website, and is measured in number of minutes. Lines that extend upwards from the center line represent outages where the elevator returned to service before the estimated time, and lines extending downward represent outages that returned to service later than expected.
The reality is that even if the estimates are right, for the tens of thousands of people who rely on the MTA elevators to commute to their job, pick up their kids, or just run errands an out of service elevator can mean the difference between possible and not. This data doesn't (and can't) account for the elevator outages that are not reported on the MTA website. At the end of the day, public infrastructure needs to be accessible and reliable in order to be truly public, and to that end the MTA has got quite a way to go.
I'm still exploring this dataset of elevator outages and the robots are hard at work scraping more information. If you have any questions that this data might be able to help answer don't hesitate to drop me a line.