Tag: data

Some disjointed thoughts about bike commuting rates and how we get them

  1. In November 2010, I wrote that Minneapolis and St. Paul, Minnesota, have a higher percentage of workers (16 and older) commuting to work by bicycle.
  2. Yesterday, I updated an article about how the frequency of women in Chicago bicycling to work is decreasing.
  3. Today, I started updating the November Minnesota article to include the 2007-2009 3-year estimates from the American Community Survey (which shows that bicycling to work is growing faster in Minneapolis than Chicago). View the rudimentary spreadsheet. Bottom line: MPLS jumped from 3.55% bike mode share to 4.14% and Chicago only went from 1.04% to 1.13% (but again, only counting employed people!). Can we get some recession job statistics?
  4. Unemployment rate in Minneapolis-St. Paul-Bloomington, MN-WI MSA is 6.5%; Chicago-Joliet-Naperville, IL-IN-WI MSA is 9.0%. See the table on Bureau of Labor Statistics.

But now I must pause and look at what I’m analyzing.

Someone pointed out in the comments on Chicago bicycling (and working) women that the sample size is low and the margin of error high meaning it’s hard to make accurate interpretations of the change in ridership from year to year. He suggested increasing the sample size.

Add this to the fact that the Census Bureau only collects data on trips to WORK and not everywhere else that people go daily. In this recession, fewer people are working. In fact, perhaps women lost their jobs more frequently than men. That could perhaps explain the drop in women bicycling to work. To increase the number of women bicycling to work, perhaps we just need to find more jobs for women. See points 3 and 4 above for evidence on the number of people who bicycle for transportation that we’re not counting.

After thinking these things over, my point is that gauging a city’s ridership based on Census Bureau home to work data is insufficient.

If these Phoenix bike riders aren’t going to work, they aren’t being counted.

To move from a bicycle subculture to a bicycle culture, we’ll need to know when we get there. We need a better picture on who is riding and for what purpose. CMAP rarely performs their household transportation survey (which gathers data on all trips on all modes and in many counties) and when they do, they don’t single out cities. In essence, Chicago doesn’t know where or why people are riding their bicycles (except for the limited and noisy information the Census or American Community Survey provides) – we have no good data!

Both New York City, New York, and Portland, Oregon, methodically perform bicycle counts annually. Both cities also count ridership on their bridges: Portland has at least 5 to count, NYC has over 10 (also called a screenline count). They can report how many people are riding bikes on the street, blind to their trip purpose and destination. It’s easy to note changes in ridership when you count all trips over work trips.

Improving transit: CTA launches train tracker

I was invited by Tony Coppoletta, External Electronic Communications Manager at the Chicago Transit Authority (CTA), and of recent Streetsfilms fame, to test and provide feedback on the new Train Tracker (still in beta). Launched to the public on Saturday, January 8, 2011, I peeked at it in mid-December, 2010.

Tony first showed us the website version and how it had slick transitions between updates (every 30 seconds). As you might expect, the mobile version looked great on the iPhone and Droid smartphones. I was more concerned about how it would look on my Opera Mini web browser on my Samsung Slash from Virgin Mobile*. I tediously entered the URL (mobile site) on my T9 keyboard and selected a station on the Red Line.

I was excited that it loaded quickly and looked completely normal and like its full-web browser counterparts. That’s to be expected when you design using web standards. Kevin Forsyth discussed the design further:

…it’s the layout of the site that really gets me going. It all feels so immediately familiar, because it closely adheres to CTA’s current graphic design standards for the system as a whole. Station names are displayed in white Helvetica on a dark grey background. All the colors of the train lines are spot-on likenesses of their printed versions, not just web-standard blue, green, orange, etc.

The mobile version of the site is a clean, stripped-down version of the same, and fits nicely onto a first-generation iPhone screen. It’s so neatly arranged, in fact, that I doubt an actual iPhone app could improve on its appearance.

It doesn’t look perfect on my tinny screen though – some elements are pushed to the next line and the boxes don’t expand to include them, but the readability remains. I was extremely impressed and had very limited feedback – I think the CTA’s internal testing efforts gave the public a wonderful “first version” product that I thought could have been launched right then and there in mid-December.

I’ve only tested the predictions (or “estimator” as Kevin calls it) a few times and so far it’s been accurate. The CTA does expect to offer a Train Tracker API just like it offers for Bus Tracker. Have you tried Train Tracker yet? What do you think?

To use CTA Train Tracker on your web-enabled phone (should work in most browsers), go to http://m.transitchicago.com and select “Train Tracker” (first item in the list).

Select your route.

Then select your station.

And view 15 minutes of upcoming train times.

*I prepay for Virgin Mobile phone service (Sprint owns Virgin Mobile) at a cost of $27 (including tax) per month that gives me 300 voice minutes, and unlimited messaging and data/internet. I highly recommend it. Virgin offers Blackberry, Android, and other smartphones.

Bike crash reporting tool: I receive a response to my FOIA request

UPDATE 12-15-10: I forgot to add that the letter stated that the Freedom of Information Act doesn’t require the responding agency to create new datasets or records where one doesn’t already exist. This means that if what you ask for doesn’t exist in their databases or file cabinets, the agency is not about to filter or search through existing data to create a custom set for you.

I continue to prepare to create a bicycle crash reporting tool (or web application). Here are the previous posts. Readers have sent me many great suggestions and concerns about how to create it, what data to use, and how to present such data. I don’t expect to begin any demonstrable work on this until mid-January when I return from my 21-day European vacation.

Today I received a response letter from the Chicago Police Department regarding my recent FOIA request for bicycle crash data.

This was disappointing: “After a thorough search, it was determined that the Department has no existing record responsive to your request.” I thought, “that doesn’t seem right. They don’t make reports on bicycle crashes?”

Police respond to a bicycle crash in Newberg, Oregon. Photo by Matt Haughey.

The letter later states, “The Department  does not currently possess a record which aggregates bicycle crash data.” Ah, this means something now. It seems that while the Chicago Police Department does make reports on bicycle crashes, it doesn’t keep a running tally or stored database query which it can use to produce the data I want – what I want would require a little more work, I guess.

The final paragraph does recommend that I contact the Illinois Department of Transportation Division of Traffic Safety’s Crash Reporting Section, where the police forward their reports. It turns out that I already received crash data on IDOT and I’m “playing around with it” using Google’s Fusion Tables.

Best ways to present bicycle crash data

I started some preliminary work on my crash reporting tool. I haven’t written any code, but I’ve been working on the logistics of analyzing and presenting the data to the public.

I obtained bicycle crash data for 2009 from the Illinois Department of Transportation’s Division of Traffic Safety. I’m not able to distribute raw data (you’ll have to ask for it yourself) and Illinois statutes prevent me from distributing personally identifying data (but it’s really hard to know what this is). In the meantime, based on Ben Sheldon’s suggestion, I loaded some of the data into a private Google Fusion Table that instantly maps geocoded data (it can also geocode the data for you).

Richard cautions me about way I choose to present data. I need to choose terms and descriptions carefully to avoid misinterpretations. Pete from the Boston Cyclist’s Union recommends against accepting self-reported data. I’ll be taking their advice into consideration as I move forward.

You see in the map (top) that a lot of crashes happen on Milwaukee Avenue (above). That’s where a lot of people ride (over 3,000 in 24 hours in the fall).

I have not begun to review the narrative details in the crash reports. Actually, they’re not very narrative because they’re fixed responses – no free writing allowed. And not every record represents a collision (meaning a crash with at least two parties). Many are self-crashes (is that a legit phrase)?

I’m not sure exactly what story I want the data to tell so it will probably be a while before I make anything public. One of my favorite geographic information books, Making Maps, talks about the endless ways maps can be designed and portrayed and that each tells a different story. It’s best if I know the story (a goal) ahead of time.

I want to make a crash reporting tool

UPDATE 12-01-10: Thank you to Richard Masoner for posting this on Cyclelicious. I have started collecting everyone’s great ideas and responses in this development document.

Hot off the heels of making my “Can I bring my bike on Metra right now?” web application, I am ready to start on the next great tool*.

I want to create a bicycle crash reporting tool for Chicago (but release the source code for any city’s residents to adopt) along the lines of B-SMaRT for Portlanders and the Boston Cyclist’s Union crash map based on 911 calls.

I’d rather not reinvent the wheel (but I’m very capable of building a new web application based in PHP and MySQL) so I’ve been trying to get in contact with Joe Broach, the creator of B-SMaRT, to get my hands on that source code.

Not exactly the type of crash I’ll be looking for. Photo by Jason Reed.

I want the Chicago Crash Collector (please think of a better name) to have both citizen-reported data, and data from police reports. I just sent in my FOIA request for police data to the Chicago Police Department, but I’m not holding my breath for that.