Analyze MILLIONS of points in SECONDS (on your computer) with DuckDB for GIS скачать в хорошем качестве

Analyze MILLIONS of points in SECONDS (on your computer) with DuckDB for GIS

🎓 Learn modern GIS with my new courses! ➡️ https://moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ https://www.spatialstack.ai/ ⬅️ 📖 My Spatial SQL book is out now! ➡️ http://spatial-sql.com/ ⬅️ DuckDB is an incredibly powerful analytical database that can run right on your computer and allows you to analyze LOTS of data. Plus it is very easy to install and it now has support for GIS and geospatial analysis. This coding tutorial will walk you through the setup and different use cases for DuckDB for GIS 0:00 Intro 2:55 Setting up 5:52 Installing spatial and H3 extensions 10:27 Reading geospatial data 18:17 Native DuckDB geometries speed test 24:34 Using H3 and DuckDB in Python 27:42 Resources and wrap-up Download the data in the tutorials here: ➡️ NYC 311 Data: https://data.cityofnewyork.us/Social-... ➡️ NYC Neighborhoods Data: https://github.com/HodgesWardElliott/... 🔌 DuckDB spatial Extension: https://github.com/duckdblabs/duckdb_... 🔌 DuckDB H3 Extension: https://github.com/isaacbrodsky/h3-du... Guides and resources from the video: 🌎 Geospatial DuckDB from Mark Litwintschik: https://tech.marksblogg.com/duckdb-ge... ☠️ Big Data is Dead: https://motherduck.com/blog/big-data-... 🐤 DuckDB for Beginners from ‪@motherduckdb‬ :    • DuckDB Tutorial For Beginners In 12 min   ✅ Check out my Notion Productivity Template here: https://mbforr.gumroad.com/l/notion-p... 📚 FREE CARTO Account for Students: https://docs.carto.com/faqs/categorie... Check out some other posts and resources here: Learn Spatial SQL: https://forrest.nyc/learn-spatial-sql/ 40+ Resources for Spatial SQL: https://forrest.nyc/40-spatial-sql-re... 75+ Geospatial Python and Spatial Data Science Resources and Guides: https://forrest.nyc/75-geospatial-pyt... Other courses to get started with GIS, spatial data science, and data science (affiliate links): Geographic Information Systems (GIS) Specialization from UC Davis: https://imp.i384100.net/n1Kyxo Spatial Data Science and Applications from Yonsei University: https://imp.i384100.net/9W6E6W Python for Everybody from University of Michigan: https://imp.i384100.net/BX3P31 Remote Sensing Image Acquisition, Analysis and Applications: https://imp.i384100.net/Xxe4Ay Google Data Analytics Professional Certificate: https://imp.i384100.net/oeKO9b IBM Data Science Professional Certificate: https://imp.i384100.net/n1KyK6 #gis #python #sql ➕ Follow me on LinkedIn:   / mbforr   🎙️Check out the Modern GIS episode on the MapScaping Podcast: https://mapscaping.com/podcast/what-i... 🌐 My personal website: https://forrest.nyc 🚀 My top links and resources: https://forrest.nyc/links-and-guides-...