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💧🌏 Greg CocksGeospatial Python 🐍 - Full Course for Beginners with GeoPandas 🐼 -- <a href="https://youtu.be/0mWgVVH_dos?si=KHenBnxdeStppvnH" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://youtu.be/0mWgVVH_dos?si=KHenBnxdeStppvnH</a> <-- shared video tutorial -- <a href="https://moderngis.xyz/courses/geopandas-free-certification/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://moderngis.xyz/courses/geopandas-free-certification/</a> <-- shared course files -- [sharing of this course should not – necessarily - be considered as an endorsement] <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mapping</a> <a href="https://techhub.social/tags/tutorial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tutorial</a> <a href="https://techhub.social/tags/onlinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#onlinelearning</a> <a href="https://techhub.social/tags/free" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#free</a> <a href="https://techhub.social/tags/training" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#training</a> <a href="https://techhub.social/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python</a> <a href="https://techhub.social/tags/geopandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geopandas</a> <a href="https://techhub.social/tags/pandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pandas</a> <a href="https://techhub.social/tags/beginners" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#beginners</a> <a href="https://techhub.social/tags/video" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#video</a> <a href="https://techhub.social/tags/videotutorial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#videotutorial</a> <a href="https://techhub.social/tags/workflows" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#workflows</a> <a href="https://techhub.social/tags/automation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#automation</a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialanalysis</a> <a href="https://techhub.social/tags/spatialdata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialdata</a> <a href="https://techhub.social/tags/DuckDB" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DuckDB</a> <a href="https://techhub.social/tags/leafmap" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#leafmap</a> <a href="https://techhub.social/tags/lonboard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lonboard</a> <a href="https://techhub.social/tags/certification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#certification</a>

💧🌏 Greg CocksLonboard - Python Library For Fast, Interactive Geospatial Vector Data Visualization In Jupyter -- <a href="https://developmentseed.org/lonboard/latest/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://developmentseed.org/lonboard/latest/</a> <-- shared resource -- “Building on cutting-edge technologies like GeoArrow and GeoParquet in conjunction with GPU-based map rendering, Lonboard aims to enable visualizing large geospatial datasets interactively through a simple interface…” <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mapping</a> <a href="https://techhub.social/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python</a> <a href="https://techhub.social/tags/gpu" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gpu</a> <a href="https://techhub.social/tags/code" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#code</a> <a href="https://techhub.social/tags/opensource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opensource</a> <a href="https://techhub.social/tags/lonboard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lonboard</a> <a href="https://techhub.social/tags/redraw" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#redraw</a> <a href="https://techhub.social/tags/vectordata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vectordata</a> <a href="https://techhub.social/tags/maprendering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#maprendering</a> <a href="https://techhub.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bigdata</a> <a href="https://techhub.social/tags/pythonlibrary" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pythonlibrary</a> <a href="https://techhub.social/tags/library" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#library</a> <a href="https://techhub.social/tags/codelibrary" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#codelibrary</a> <a href="https://techhub.social/tags/visualisation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#visualisation</a> <a href="https://techhub.social/tags/Jupyter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Jupyter</a>

Kyle BarronA year of vehicle collisions in NYC, with radius determined by number of pedestrians and cyclists injured, and colored by time of day.Made in Python with <a href="https://mapstodon.space/tags/lonboard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lonboard</a>. <a href="https://mapstodon.space/tags/30DayMapChallenge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#30DayMapChallenge</a>Reproduce it with this notebook: <a href="https://github.com/developmentseed/lonboard/blob/main/examples/map_challenge/1-points.ipynb" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/developmentseed/lonboard/blob/main/examples/map_challenge/1-points.ipynb</a>

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