Bicycling
DDOT posts CaBi under- and over-utilized station map
DDOT has posted the presentation they made at the recent meeting on Capital Bikeshare expansion, including a great map of stations which are under-utilized, over-utilized, and "just right."

Map showing under-utilized (red), over-utilized (blue), and adequate (yellow) stations.
Image from DDOT. Click to enlarge (PDF).
This isn't a simple map of which stations get empty and full. Rather, as DDOT's Ralph Burns explained at the recent meeting, DDOT weighed the amount of time it's empty and full, the total traffic, and an estimate of the revenue from that station. Blue stations have high usage and/or revenue and more time empty and full, while red stations are the opposite. Yellow is the "sweet spot" where revenues are good but the station isn't too popular that it's often unavailable.
Red dots in areas near many yellow and blue dots signify potential opportunities to move stations, though with substantial funding for new stations DDOT may be better off just focusing on finding places to add stations rather than move many existing ones quite yet.
The red stations at the periphery do not necessarily mean they should be removed; any station at the edge of a system will see less use because people can only travel one way from that station. Some yellow stations may be in balance because people are traveling from a red station to the yellow one, then others from the yellow one to a blue one.
But two areas seem most ripe for the greatest investment in new stations: the blue zone, where demand is exceeding capacity, and also those edges with yellow or blue stations. If a station near the edge is getting overuse or even adequate use, it's likely that the demand exists for more stations in the unserved areas just beyond.
Arlington is engaged in a similar planning process and is having their public meeting on June 27. They've also posted a map of proposed locations:
Update: Added an explanation of the methodology DDOT used for the dots, based on their explanations at the meeting.
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by Scoot on Jun 3, 2011 2:42 pm • link • report
by oboe on Jun 3, 2011 2:47 pm • link • report
by Graham Campbell on Jun 3, 2011 2:54 pm • link • report
-total time empty or full
-revenue generated from the station
-number of daily uses at the station
I don't know how those factors are weighted, or if those are the exact factors used.
They did mention that performance is relative to size - i.e. an underpeforming station might just mean that the station should lose a few docks, not that it should go away.
by Alex B. on Jun 3, 2011 3:04 pm • link • report
Since we know that combined usage of all the stations EOTR is smaller than next one on the list (the secret WH station) that third factor isn't really a marker.
And I somehow doubt that tourists are buying day passes EOTR.
But, magically, they are NEVER empty or full.
by charlie on Jun 3, 2011 3:09 pm • link • report
by David Alpert on Jun 3, 2011 3:12 pm • link • report
by Gavin on Jun 3, 2011 3:20 pm • link • report
EOTR just isn't used. You need a separate category for how bad those stations are performing*
* the data series ends in April. But in April, the most used EOTR station (anacostia metro) was used 60 times.
by charlie on Jun 3, 2011 3:21 pm • link • report
My question is, how do you know when to add any EOTR without that data?
by Graham on Jun 3, 2011 3:24 pm • link • report
For instance, if there's a station halfway between your origin and your destination, it's useless. Instead, the ideal is a station exactly at your origin and another exactly at your destination. So more smaller stations is better than fewer larger stations.
The downside is the hassle of siting a station (removing public space, finding adequate lighting, etc.) and maintaining it. But that's the cost of improving the system.
by Gavin on Jun 3, 2011 3:24 pm • link • report
by David Alpert on Jun 3, 2011 3:30 pm • link • report
ADDING stations EOTR would be a huge mistake right now.
Taking those existing 8 stations and moving them to Columbia Heights/Dupont would be a good first step.
I doubt an emergency infusion of 8 stations would relieve capacity issues there. But it would help. A lot.
Go back to EOTR once you've demonstrated the ability of CABI to achieve high cost recovery, and you've gotten a certain number of EOTR residents to sign up -- more than the 40 or so that currently exist.
by charlie on Jun 3, 2011 3:30 pm • link • report
Nice to see the one behind the District Building shares our problem. Means they hear about the problem daily.
by Tom Coumaris on Jun 3, 2011 3:38 pm • link • report
So you advocate REMOVING all the EOTR stations, and only going back when membership EOTR INCREASES? In that situation, wouldn't membership decrease? Talk about a self-fulfilling prophecy.
I second Graham's suggestion - can we all agree that you have a standing objection to CaBi stations EOTR at this point? Besides the fact that it's politically unfeasible, it does get tiersome hearing you reiterate (and then defend, in multiple follow-up posts) the same point over and over again every time someone mentions CaBi.
by dcd on Jun 3, 2011 3:43 pm • link • report
by David C on Jun 3, 2011 3:50 pm • link • report
The membership thing is key. Although I don't want to speculate of WHY EOTR is such a failure-- I think Ms. V does a much better job at that -- the $100 deposit on day membership and the requirement for a debit/credit card is probably a major reason.
If CABI announced tomorrow, hey, we've got 8 more stations for hipsters, GGW would be the first to applaud. Well, maybe washcycle but it gets updated in my RSS much slower.
by charlie on Jun 3, 2011 4:02 pm • link • report
I'm not so sure about more smaller stations. they cost more per station, and for people without smart phones, the possibility of shopping around several blocks for a bike or dock increases. Certainly there's a middle ground though.
And I do think that smaller, more numerous stations in some instances is best, just not as a blanket policy.
by CJ on Jun 3, 2011 4:03 pm • link • report
If they pulled 8 out of nowhere, yes. But if they pulled them from EOTR I'd have mixed feelings about it and definitely would not applaud. I'd wait for the backlash and hope for the best.
by David C on Jun 3, 2011 4:08 pm • link • report
by David Alpert on Jun 3, 2011 4:12 pm • link • report
Likewise, David, spending $12M a year on Circulator routes that ignore EOTR is fine?
It's bikesharing -- not social justice.
by charlie on Jun 3, 2011 4:17 pm • link • report
I'd agree that there would be some soul searching if those stations came from EOTR -- and there should be.
by charlie on Jun 3, 2011 4:26 pm • link • report
With each post, you dig deeper.
We get it, we do.
Now, please-- Move on. Next case!
by phil on Jun 3, 2011 4:32 pm • link • report
Which is not to mention that DDOT has hardly exhausted all options for making the system work, such as moving stations with EOTR, devising other ways to pay for memberships that don't involve credit cards, outreach etc...
That ridership is low is unquestionable.
That moving stations WOTR might result in them being used more is likely.
That that is enough of a reason to do so is greatly in debate and is a point you never address.
by David C on Jun 3, 2011 4:32 pm • link • report
BTW, I'm not familiar with ANC's. But do they actually receive money from the government to implement policies germane to their respective wards? Moreover, you're advancing the idea of giving them 500k. So that's 500k divided between 60-70 people.
There are two wards EOTR you know. We do NOT all reside in the same wards with the same anc's.
by HogWash on Jun 3, 2011 4:49 pm • link • report
That is the central issue: would having the 8 stations and 30+ bikes moved to high-use areas make a meaningful difference? I would say yes. Now, once you got the additional locations added later this year that difference might level out.
In terms of you other points:
1) ANC/Ward leadership: my position was more hypothetical, as if "if you 100 pennies, how would you divide it up." As far as I can tell the ANC/Wards aren't being consulted anywhere on where bikeshare stations end up.
2) Advertising role: as you noted on your blog -- empty stations are better than full -- and unused stations worst of all.
3) Political value: yep. very real. I'm sure Marion Barry loves bikeshare more for having some stuff in his ward.
4) uptake slower: so what pace? Ms. V has outlined that almost all the current EOTR station placements are sub-optimal. At what point do you declare failure? Or just start moving stations around inside EOTR?
5) credit cards, outreach, etc: great. More money being wasted....
by charlie on Jun 3, 2011 4:55 pm • link • report
Correct, and as I said to David C, I don't think ANCs are having much influence on bikestation placement at all. IF those groups had a voice about where to spend 500K of transit money, would CABI be on that list?
The positive side of bike investments is they are cheap, so I doubt 500K would buy you much. Streetlights? 1/2 a bus line? I don't know.
by charlie on Jun 3, 2011 4:58 pm • link • report
There should be fourth criterion for station placement: common sense.
by Ward 1 Guy on Jun 3, 2011 5:05 pm • link • report
I suspect there's a bit of White Guilt that's factoring into the pro-CaBi-EoTR argument. Wards 7 and 8 ("EoTR" as most would consider it). And, on the other hand, it's highly debatable what role "social justice" should take when planning a transportation system. By all means, transportation can make or break a community (look at what happened to Columbia Heights after they got a metro station, or the Southwest freeway's effects on its surrounding environs).
Nobody's complaining about the lack of stations in Takoma Park, the low utilization of the far-flung stations in Cleveland Park and Tenleytown, or the comparatively low number of Bikeshare stations in Wards 3, 4, and 5. The success of Bikeshare depends on far more variables than income or race.
Wards 7 and 8 will never have 100% bikeshare coverage for the same reason that the outer reaches of 3, 4, and 5 never will, even though those areas are very white and affluent. There's not enough density of housing and bikeable roads/destinations to justify the cost of installing a high density of bikeshare stations.
On the other hand, it's far more conceivable to imagine a bikeshare station on every block in Wards 1, 2, and parts of 6, simply because there are far more people working and living there, and destinations located within a reasonable distance of most residents homes.
by andrew on Jun 3, 2011 5:49 pm • link • report
by Matt P on Jun 3, 2011 6:13 pm • link • report
Completely agree. Moving all of the EOTR stations is petty and would only marginally help certain areas in the city. While you are at it, just cut all of the stations up in NW that are under-utilized too. The stations on the outskirts will naturally under-perform those in the center due to the fewer number of tourists and usage patterns. They are simply one piece of a larger system. For now, CaBi should use their new funds to expand in areas that have clear demand like Dupont.
by Nicoli on Jun 3, 2011 7:57 pm • link • report
Looking at the pattern, not only would more stations help, it would also be beneficial to group them into "source" stations and "sinks".
Source stations would be located near where people live or get their bike like residential areas or metro stations.
Sinks would be where they need to go, such as businesses, cultural activities, etc...
Source stations would be smaller but fully stocked with bikes. Sinks would have larger capacity but have fewer bikes of their own.
The key missing data in the map is there's two possible definitions of overutilized: too many arriving bikes with insufficient spaces, or insufficient bikes to support local demand. Perhaps DDOT can provide this data in future versions. What would also be helpful is a time sequence showing the traffic flow.
by Smoke_Jaguar4 on Jun 3, 2011 11:56 pm • link • report
If it catches on there, great, but let's not pretend this is a build-it-and-they-will-come proposition. There are structural factors similar to those that affect parts of Ward 3 and other less dense areas that will continue to make those stations less useful to the vast majority of the system's users.
More importantly for the functionality of the still-young system, where can DDOT place the new stations to best support users?
by d on Jun 4, 2011 2:00 am • link • report
The spotcycle site has 24 hour usage data graphed to show dock status over the last 24 hours. It would be nice if this data was open-sourced to allow wider analysis of the usage patterns.
Source and Sink stations should be identified, and also linked to the re-stocking runs that are made to adjust the source/sink sites for their flow. There is a rush-hour adjustment between the two over-utilized stations on Capitol Hill (E. Mkt Metro and Lincoln Park). Figuring out a way to optimally rebalance these stations to adjust for directional flows in morning and evening is key.
by fred on Jun 5, 2011 8:27 am • link • report
Except that the Georgetown ANC succesfully blocked a CaBi station at the Carbarn in Georgetown and slowed down the station at Georgetown U. They had a good reason however: They were worried about the noise caused by people circling blocks trying to find a parking spot before transferring to the CaBike.
So, in conclusion: ANCs can have an influence. If they want to. Regardless of reason.
by Jasper on Jun 5, 2011 11:26 am • link • report
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