Category: Safety

Using Google Refine to get the stories out of your data

Let’s say you’re perusing the 309,425 crash reports for automobile crashes in Chicago from 2007 to 2009 and you want to know a few things quickly.

Like how many REAR END crashes there were in January 2007 that had more than 1 injury in the report. With Google Refine, you could do that in about 60 seconds. You just need to know which “facets” to setup.

By the way, there are 90 crash reports meeting those criteria. Look at the screenshot below for how to set that up.

Facets to choose to filter the data

  1. Get your January facet
  2. Add your 2007 facet
  3. Select the collision type of “REAR END” facet
  4. Choose to include all the reports where injury is greater than 1 (click “include” next to each number higher than 1)

After we do this, we can quickly create a map using another Google tool, Fusion Tables.

Make a map

  1. Click Export… and select “Comma-separated value.” The file will download. (Make sure your latitude and longitude columns are called latitude and longitude instead of XCOORD and YCOORD or sometimes Fusion Tables will choke on the location and try to geocode your records, which is redundant.)
  2. Go to Google Fusion Tables and click New Table>Import Table and select your file.
  3. Give the new table a descriptive title, like “January 2007 rear end crashes with more than 1 injury”
  4. In the table view, click Visualize>Map.
  5. BAM!

I completed all the tasks on this page in under 5 minutes and then spent 5 more minutes writing this blog. “The power of Google.”

Put the first cycle track somewhere else

Updated 06-03-11: Grew the list below from 11 locations to 15 to match the full list on wiki.stevevance.net.

I propose 15 locations for Chicago (see link for ideal segments):

  • Archer Avenue (whole length)
  • Blue Island Avenue (between UIC and Pilsen, but then connecting Pilsen to Little Village via 26th Street)
  • Chicago Avenue
  • Clybourn Avenue (entire stretch, from Belmont to Division)
  • Damen Avenue (really easy south of Congress; difficult between Chicago and Congress, and north of Chicago)
  • Fullerton Avenue
  • Grand Avenue (at least California or Kedzie to Navy Pier)
  • Halsted Street (in some discrete locations)
  • King Drive (connecting downtown/South Loop to Bronzeville, Hyde Park, Washington Park)
  • Kinzie Street (connecting one major bike laned street, Milwaukee, to another, Wells)
  • Ogden Avenue (the entire street, from the city boundary on the southwest side to its dead end at the Chicago River near Chicago Avenue)
  • Vincennes Avenue (I haven’t figured out the extents for this one)
  • Wabash Street (connecting downtown and IIT)
  • Washington Boulevard/Street
  • Wells Street – this may be one of the easiest locations to pull off, politically at least, especially if Alderman Reilly pays for all or part of it with his annual appropriation of $1.32 million (“menu funds”).
  • Western Avenue

Notice how I didn’t propose Stony Island between 69th and 77th.

I selected streets where there’s already much cycling happening – whether it’s directly on that street and for long distances or neighborhoods the street passes through. I also selected streets where there’s some cycling happening but make the all-important bikeway network connections on streets with high automobile or high speed traffic (like Western Avenue) or lead to places that attract trips by bike (like train stations). And I selected streets that lead towards downtown, to transit stations, to schools, and to jobs. The segment of Stony Island from 69th to 77th leads to a small shopping district on 71st Street and a Metra Electric train station with 197 weekday boardings (from 2006 survey).

A cycle track location will be most effective where it can:

  • attract the most new riders (goal #1 in the Bike 2015 Plan)
  • make the biggest increases in safety by reducing injuries (goal #2 in the Bike 2015 Plan)
  • (and for the city’s first cycle track, be used by the most existing riders)

It is in these locations where these facilities will be quickly adopted by people bicycling to and from that neighborhood for their shopping, school, and social and work trips. It will also help lead the City and its residents to attaining the quite ambitious goals of the Bike 2015 Plan (have 5% of all trips under 5 miles by bike and cut frequency of injuries by half).

NACTO’s new Urban Bikeway Design Guide recommends cycle tracks for “streets on which bike lanes would cause many bicyclists to feel stress because of factors such as multiple lanes, high traffic volumes, high speed traffic, high demand for double parking, and high parking turnover.”

Stony Island between 69th and 77th has many lanes, high speed and high volume traffic, but low parking turnover (there’s a low density of businesses and many have their own parking lots). This area has low cycling levels and a grand bike facility here would do little to help Chicago reach the plan’s goals. We won’t see any benefit in terms of mode shift here.

Without further information on the intentions (see paragraph “On intentions” below) of those who selected this location and their goals for Chicago’s first cycle track, my surmise is that it was selected because of the roadway width (four lanes in each direction with a wide parallel parking lane, see map), where taking away a lane from car driving may be more politically and technically feasible – I believe this is the wrong way to begin a protected bike lane program.

On intentions: A former CDOT employee left a comment on my blog in December 2010 addressing the site selection: “Stony Island was recommended as a part of a Streetscape Master Plan [I can find no information about this plan]. It wasn’t like people were sitting around saying ‘Where can we put a buffered bike lane?’ It was really just a plan of opportunity since Stony Island is crazy-wide. Nevertheless, it will connect with a new bike path along the side of Marquette Dr in Jackson Park, which connects to the Lakefront Trail.”

While Stony Island could be a good demo location to prove that this type of facility won’t be harmful to drivers, as a demonstration of the power of protected bicycling infrastructure, it won’t do a good job.

A two-way protected bike lane (just like Prospect Park West in Brooklyn) in downtown Vancouver. Photo by Paul Krueger.

A one-way protected bike lane on 9th Avenue, New York City’s first cycle track. Photo by Jeramey Jannene.

Do you want this facility? Where?

Take a look at this protected two-way bike lane in Brooklyn, New York City.

Some people are suing to remove (or change it). If you’re someone who doesn’t live there, here’s why this fight could still be important for you. Or maybe you want to know why the bike lane was installed.

If your city’s transportation or public works department proposed a protected bike lane or cycle track for your town, where should the first one go?

I propose 11 locations for Chicago (see link for ideal segments):

  • Blue Island Avenue
  • Chicago Avenue
  • Fullerton Avenue
  • Grand Avenue
  • Halsted Street (in some discrete locations)
  • King Drive (connecting downtown/South Loop to Bronzeville, Hyde Park, Washington Park)
  • Ogden Avenue (the entire street, from the city boundary on the southwest side to its dead end at the Chicago River near Chicago Avenue)
  • Wabash Street (connecting downtown and IIT)
  • Washington Boulevard/Street
  • Wells Street – this may be one of the easiest locations to pull off, politically at least, especially if Alderman Reilly pays for all or part of it with his annual appropriation of $1.32 million (“menu funds”).
  • Western Avenue

    Notice how I didn’t propose Stony Island. Here’s why.

    P.S. This will not be like the case of high-speed rail in America, where if one governor refuses money for an HSR project, other governors can compete for that money. The Prospect Park West bike lane will not be picking up and moving to another state 😉

    Look at all that room for people to go about their business, whether by car, bike, roller skates, wheelchairs, or their own two feet. Photos by Elizabeth Press.

    The blizzard’s calming effect

    Last Wednesday night, after the blizzard had stopped and the city had plowed arterial roads, I took two buses to Pilsen in 36 minutes. Transit buses have an average speed lower than bicycling and I don’t think I could have biked there in 36 minutes. (I didn’t want to bike because I didn’t know the condition of roads from my new place in Avondale to dinner in Pilsen.)

    I credit the speedy journey to the complete lack of cars on the road and the few people wanting to go out on Wednesday, as well as ride the bus.

    The blizzard gave Chicagoans a break. Hundreds of thousands of workers stayed home on Wednesday. Thousands more got the day off on Thursday. Car traffic remained light through Friday and the Chicago Transit Authority trains and buses were packed on Thursday (partially because of mechanical problems on the Blue Line but also because of new riders who couldn’t drive or carpool).

    Chicagoans enjoy strolling through Humboldt Park. Photo by Joshua Koonce.

    Many people took walking tours around their parks and neighborhoods, or went to see the calamity of Lake Shore Drive. Flickr is loaded with the explorers’ photos. Check out 2,000+ labeled “snomg chicago.”

    The blizzard’s effect on traffic and roads

    The snow plows inadvertently created a curb extension at the main intersection in Wicker Park, often used as part of a traffic calming project. This was gone on Saturday, but in addition to its removal, the entire corner sidewalk was cleared.

    A lot of bike lanes are buried right now and people riding bikes are riding in the middle shared lanes, further calming traffic. I’m not sure how long the civility I noticed between drivers and bicyclists last week will last, even as bike lanes remain “closed” or have been illegally co-opted into backup parking lanes. See next photo.

    These drivers have illegally parked their cars in the bike lane. The municipal code does not offer any relevant (i.e. snow-related) exemptions for parking or standing in bike lanes.

    Riding and driving through town has been interesting. There’s no room for people riding bikes to share the lane with drivers side by side, so they must share it front to back.

    Humboldt Park “do over”

    Read the story below and the final paragraph to fully understand this drawing.

    If you, like Alderman Roberto Maldonado (26th Ward), received complaints about speeding traffic and difficulty crossing Humboldt Drive, how would you respond?

    The Chicago Department of Transportation (CDOT) responded by temporarily changing “the four-lane street into two travel lanes with a center lane used as a combination left-turn lane and pedestrian refuge area, using orange traffic barrels to keep moving cars out of the center lane.” (All quotes from Vote With Your Feet / Time Out Chicago, by John Greenfield.)

    Narrowing the lane could reduce automobile speed and the refuge island should make it easier to cross the street, even if it has to be done in two movements. “After CDOT analyzes the effects on traffic speed and behavior, [CDOT spokesperson Brian] Steele says, the changes may become permanent next year.”

    But bicyclists are not considered in this installation. That seems to be by design.

    “He [Alderman Maldonado] told me that he has no intention of adding a bicycle lane or any other accouterments on that stretch because ‘the road is too dangerous for pedestrians,’” she says. Lottes recently posted on the local bike website thechainlink.org, asking members to lobby Maldonado for bike lanes on Humboldt. “To me the road seems too dangerous for pedestrians because there are no sidewalks, crosswalks or bike lanes.”

    A local resident, Gin, asked me if I could draw up something for Humboldt Drive and I drew what you saw above. I based it on a bike lane design I saw in New York City: two-way, barrier protected (see photo below). The intersections between the bike lane and the other lanes will need special care – I don’t have any expertise there, but I know some people in Portland and New York City who do.

    What else might you propose? Here’s a map of the park (centered on where I drew the bike lane), and a street view of the location.