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    Geoff Boeing

    geoffboeing.com · Personal blog · on HN since 2015

    Geoff Boeing, an urban planning researcher, writes about street networks, city data analysis, and the OSMnx Python package.

    Visit blogRSSHN submissions
    Data & VisualizationScience
    What HN says

    HN links it for his street orientation comparisons of cities worldwide and OSMnx, which commenters recommend for geospatial work.

    Stats for nerds
    28HN people shared it
    23linked in comments
    665story points
    Dec 2024last shared
    2018people per year2024

    Top posts on HN

    1. 1
      City street orientations around the world
      4 people · 258 points · first shared 2018 · 86 comments on HN
    2. 2
      Comparing City Street Orientations
      4 people · 161 points · first shared 2018 · 48 comments on HN
    3. 3
      Analyzing Last.fm Listening History
      2 people · 144 points · first shared 2016 · 26 comments on HN
    4. 4
      Chaos Theory and the Logistic Map
      2 people · 46 points · first shared 2015 · 8 comments on HN
    5. 5
      OSMnx: Python for Street Networks. Easily Analyze Networks from OpenStreetMap
      5 people · 25 points · first shared 2016 · Discussion on HN
    6. 6
      11M Craigslist rental listings: study shows rent burden in housing market
      3 people · 10 points · first shared 2016 · Discussion on HN
    7. 7
      Square-Mile Street Network Visualization
      2 people · 4 points · first shared 2017 · Discussion on HN
    8. 8
      Interactive maps of US census rent data: Silicon Valley rents up 28% since 2010
      1 person · 4 points · first shared 2015 · 1 comments on HN
    9. 9
      Python-based urban data science and visualization course with materials on GitHub
      2 people · 3 points · first shared 2015 · Discussion on HN
    10. 10
      Creating animated 3-D data visualizations in Python and matplotlib
      1 person · 3 points · first shared 2015 · Discussion on HN

    What HN people wrote when they linked it

    • vineyardmikeDec 2022

      Yes I have. It’s mostly a north/south grid everywhere, broken up a bit by neighborhood (eg belltown is different than Queen Anne). Some of the smaller neighborhoods (Mt Baker, near university, etc) aren’t great grids but you shouldn’t need to traverse them unless you live in it.

      It varies a bit by neighborhood, but for the most part Avenues run north/south and streets run east west. Makes it very easy to navigate. Much of the city also uses numbered names, for avenues. If you’re trying to get to 22nd ave and you’re on 17th, you know you need to travel west - along a street (any street) and you should reach it.

      On a larger level, the city planners have done a great job wrt gradual density increases in the city, and consistent up zoning along transit corridors. They’ve done a good job at promoting biking and alternative transit by building out a useful set of bike paths (if imperfect). I think the link expansions missed the mark, cost too much, and will take too long to build, but that doesn’t impact driving experience. I think the city should have dumped a ton of street cars (like in SLU and cap hill) across the city instead.

      Boston, by comparison, is based on animal trails, and the grid is not consistent within a neighborhood, and is non existent across neighborhoods. The street names give you almost no insight into where you’re going.

      Compare the cities here: https://geoffboeing.com/2018/07/comparing-city-street-orientations/

      Oh and as far as drivers go, Boston drivers…

    • Kon-PekiFeb 2024

      These things are all about intersections and the intersections they connect with. The angled portions of Seattle's downtown just doesn't have anywhere near the number of intersections as the NSEW part of the whole city.

      [1] > it calculates the compass bearing from each directed edge’s origin node u to its destination node v. Now we can visualize these bearings, binned together as a histogram to get a sense of the relative frequency of the streets’ spatial orientations.

      [1] https://geoffboeing.com/2018/02/street-network-orientation/

    • s1monDec 2022

      These graphs looked very familiar. I'm still digging to see if these types of polar histograms were used before this 2019 research from Geoff Boeing [0], but I haven't found it yet.

      [0] https://geoffboeing.com/2019/09/urban-street-network-orientation/

      [edit] yes, they're also called rose diagrams. Here at least one reference from 2013

      https://www.researchgate.net/publication/258954759_Entropy_and_order_in_urban_street_networks

    • IsamuJul 2018

      I think you are right, one-way streets.

      >The street networks are directed and preserve one-way directionality. http://geoffboeing.com/2016/11/osmnx-python-street-networks/

      >OSMnx automatically calculates all of the streets’ bearings. Specifically it calculates the compass bearing from each directed edge’s origin node u to its destination node v. http://geoffboeing.com/2018/02/street-network-orientation/

    • KaibeezyAug 2022

      Not an uninteresting question. Have a look at the map of LA in the Metropolitan Patterns section of this report, about halfway in. Maybe you can track down more detailed version and/or the underlying data.

      https://geoffboeing.com/2016/08/craigslist-rental-housing-insights/

      I'd look at Ventura, maybe. Inland is cheaper, but too hot.

    • kuanbuttsJul 2018

      I imagine it would look similar to the examples from his follow-up post on other cities from around the world, such as Rome or Paris, where distribution becomes fairly even: http://geoffboeing.com/2018/07/city-street-orientations-world/

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