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#Geopandas

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Tatu Leppämäki<p>Thank you to <a href="https://mstdn.social/tags/Kone" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Kone</span></a> &amp; Mai and Tor Nessling Foundations for supporting this work. A quantitative work like this would not be possible without a robust suite of FOSS tools. My thanks to the maintainers of <a href="https://mstdn.social/tags/QGIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>QGIS</span></a>, <a href="https://mstdn.social/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pandas</span></a>, <a href="https://mstdn.social/tags/geopandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geopandas</span></a>, <a href="https://mstdn.social/tags/duckdb" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>duckdb</span></a>, <a href="https://mstdn.social/tags/dask" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dask</span></a>, <a href="https://mstdn.social/tags/statsmodels" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statsmodels</span></a>, <a href="https://mstdn.social/tags/jupyter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>jupyter</span></a> and many more!</p>
tlohde<p>Seeking recommendations for a <a href="https://fediscience.org/tags/WebMapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WebMapping</span></a> tutorial / course?</p><p>Slightly at sea on where to start.</p><p>- My current JS skill level is _extreme novice_.<br>- I don't have access to ArcGIS.<br>- Comfortable with <a href="https://fediscience.org/tags/QGIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>QGIS</span></a> [*] and the <a href="https://fediscience.org/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a> <a href="https://fediscience.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geospatial</span></a> ecosystem (<a href="https://fediscience.org/tags/geopandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geopandas</span></a> <a href="https://fediscience.org/tags/xarray" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>xarray</span></a> <a href="https://fediscience.org/tags/rasterio" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rasterio</span></a> and plotting with <a href="https://fediscience.org/tags/matplotlib" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>matplotlib</span></a>)</p><p>Suggestions welcome. TIA. 👍 </p><p>* I have looked at the qgis2web plugin, but having some issues associated with my aged laptop (2012 mbp running Ubuntu) and a 'Wayland session'.</p><p><a href="https://fediscience.org/tags/Leaflet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Leaflet</span></a> <a href="https://fediscience.org/tags/OpenLayers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenLayers</span></a> <a href="https://fediscience.org/tags/MapBox" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MapBox</span></a> <a href="https://fediscience.org/tags/PrototoMaps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PrototoMaps</span></a> <a href="https://fediscience.org/tags/MapLibre" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MapLibre</span></a> <a href="https://fediscience.org/tags/d3js" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>d3js</span></a> <a href="https://fediscience.org/tags/OpenStreetMap" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenStreetMap</span></a> <a href="https://fediscience.org/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GIS</span></a></p>
Anita Graser 🇪🇺🇺🇦🇬🇪<p>📚 Geocomputation with Python copies have arrived 🤩</p><p>Somehow, things feel much more real if you can touch them.</p><p>Fun fact: the cover was designed in <a href="https://fosstodon.org/tags/QGIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>QGIS</span></a>. Speaking of going full circle ...</p><p><a href="https://fosstodon.org/tags/GISChat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GISChat</span></a> <a href="https://fosstodon.org/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> <a href="https://fosstodon.org/tags/GeoPandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GeoPandas</span></a></p>
Jeff Allen<p>helped create maps of rail transit + population density for 250 cities</p><p><a href="https://mapstodon.space/tags/maps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>maps</span></a> <a href="https://mapstodon.space/tags/transit" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>transit</span></a> <a href="https://mapstodon.space/tags/geopandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geopandas</span></a> <a href="https://mapstodon.space/tags/openstreetmap" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>openstreetmap</span></a></p><p><a href="https://schoolofcities.github.io/rail-transit-and-population-density" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">schoolofcities.github.io/rail-</span><span class="invisible">transit-and-population-density</span></a></p>
Brian C. Keegan, Ph.D.<p>Observation: <br><a href="https://hci.social/tags/OpenSoftware" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenSoftware</span></a> spatial analytics tools (<a href="https://hci.social/tags/QGIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>QGIS</span></a>, <a href="https://hci.social/tags/GDAL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GDAL</span></a>, <a href="https://hci.social/tags/GeoPandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GeoPandas</span></a>)—despite heroic efforts from their developers—are frequently broken and/or unusable because of fragile and complex dependencies. </p><p>Research Questions: <br>1. Why has the open source spatial analytics ecosystem resisted greater centralization or coordination?</p><p>2. What social and material factors shape(d) these relationships?</p><p>3. How does popular proprietary software like ArcGIS distort open source alternatives?</p>
AI6YR Ben<p>Woohoo, solved complex <a href="https://m.ai6yr.org/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GIS</span></a> software problem (finally) in <a href="https://m.ai6yr.org/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a> and <a href="https://m.ai6yr.org/tags/geopandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geopandas</span></a> -- took me a lot longer than usual.</p>
Kelsey Jordahl<p><a href="https://scicomm.xyz/tags/introduction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>introduction</span></a> </p><p>I have a doctorate in <a href="https://scicomm.xyz/tags/geophysics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geophysics</span></a> and <a href="https://scicomm.xyz/tags/oceanography" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>oceanography</span></a> and now work at Planet Labs PBC (planet.com) in <a href="https://scicomm.xyz/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>remotesensing</span></a> and <a href="https://scicomm.xyz/tags/software" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>software</span></a> development. Previous research in <a href="https://scicomm.xyz/tags/marinegeophysics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>marinegeophysics</span></a> and <a href="https://scicomm.xyz/tags/tectonics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tectonics</span></a>. Open source <a href="https://scicomm.xyz/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geospatial</span></a> software, original author of <a href="https://scicomm.xyz/tags/geopandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geopandas</span></a> (though no longer an active maintainer). Professional interests in <a href="https://scicomm.xyz/tags/scientific" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scientific</span></a> <a href="https://scicomm.xyz/tags/computing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computing</span></a> <a href="https://scicomm.xyz/tags/scicomm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>scicomm</span></a> <a href="https://scicomm.xyz/tags/dataviz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataviz</span></a> <a href="https://scicomm.xyz/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a> <a href="https://scicomm.xyz/tags/foss" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>foss</span></a></p><p>Personal interests <a href="https://scicomm.xyz/tags/backpacking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>backpacking</span></a> <a href="https://scicomm.xyz/tags/hiking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>hiking</span></a> <a href="https://scicomm.xyz/tags/gravelbike" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>gravelbike</span></a> <a href="https://scicomm.xyz/tags/mountaineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mountaineering</span></a> <a href="https://scicomm.xyz/tags/nordic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>nordic</span></a> <a href="https://scicomm.xyz/tags/skiing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>skiing</span></a> </p><p>Inland NW</p>