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Alexandre B A Villares 🐍<p>I had missed the great episode with Dr. Geoff Boeing at <a href="https://ciberlandia.pt/tags/TalkPythonToMe" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TalkPythonToMe</span></a>: #495: <a href="https://ciberlandia.pt/tags/OSMnx" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OSMnx</span></a>: <a href="https://ciberlandia.pt/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> and <a href="https://ciberlandia.pt/tags/OpenStreetMap" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenStreetMap</span></a></p><p>I really love OSMnx and use it all the time, often with <a href="https://ciberlandia.pt/tags/py5" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>py5</span></a> (which has a cool <a href="https://ciberlandia.pt/tags/shapely" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>shapely</span></a> integration that helps). </p><p>Episode webpage: <a href="https://talkpython.fm/episodes/show/495/osmnx-python-and-openstreetmap" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">talkpython.fm/episodes/show/49</span><span class="invisible">5/osmnx-python-and-openstreetmap</span></a></p><p>Media file: <a href="https://talkpython.fm/episodes/download/495/osmnx-python-and-openstreetmap.mp3" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">talkpython.fm/episodes/downloa</span><span class="invisible">d/495/osmnx-python-and-openstreetmap.mp3</span></a></p>
Alexandre B A Villares<p><a href="https://pynews.com.br/tags/OpenStreetMap" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenStreetMap</span></a> <a href="https://pynews.com.br/tags/osmnx" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>osmnx</span></a> <a href="https://pynews.com.br/tags/S%C3%A3oPaulo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SãoPaulo</span></a><br>Code at: <a href="https://github.com/villares/sketch-a-day/tree/main/2025/sketch_2025_03_13" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/villares/sketch-a-d</span><span class="invisible">ay/tree/main/2025/sketch_2025_03_13</span></a><br>More sketch-a-day: <a href="https://abav.lugaralgum.com/sketch-a-day" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">abav.lugaralgum.com/sketch-a-d</span><span class="invisible">ay</span></a><br>If you like this, support my work: <a href="https://www.paypal.com/donate/?hosted_button_id=5B4MZ78C9J724" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">paypal.com/donate/?hosted_butt</span><span class="invisible">on_id=5B4MZ78C9J724</span></a> <a href="https://pynews.com.br/tags/Processing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Processing</span></a> <a href="https://pynews.com.br/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> <a href="https://pynews.com.br/tags/py5" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>py5</span></a> <a href="https://pynews.com.br/tags/CreativeCoding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CreativeCoding</span></a></p>

I recently moved house, so I didn’t have time to take part in #30DayMapChallenge in November. Now that I’m getting settled, I want to start exploring my new neighbourhood and get back to mapping.

So here is Day 1 - Points showing council maintained trees in Abbey Wood, southeast London. 🌳 🗺️

Made in #python #matplotlib. Basemap data from #OpenStreetMap via #OSMnx (finally updated to v2.0). Tree data for London is available in the London Datastore.

🔗 Code: github.com/Lisa-Ho/30-day-map-

Croissant Distribution🥐 📊

or, where am I most likely to have my next croissant, assuming (something something) independence from my previous croissant. 🥐^k * e^(-🥐) / k!
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2d kernel density estimation of the location of bakeries (blue) and farms (red) across France.

Locations taken from OpenStreetMap (considered paying attention to the size of the farm, but didn't), with #osmnx & plotted with #matplotlib & #seaborn. font: Borel, by Rosalie Wagner.

#30DayMapChallenge Day 2: Lines

Calculating different #centrality measures for a street #network takes longer than expected.

#DegreeCentrality is calculated in a few milliseconds. But oh boy. #ClosenessCentrality and #BetweennessCentrality are proper whoppers. For a network of 65 000 nodes, we're talking about 2+ hour calculation times for the closeness centrality, not to mention the betweenness.

Apparently switching to #igraph would provide a speed boost over #networkx but the convenience of #osmnx has won me over.