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Matt Forrest
Приєднався 2 сер 2006
How NYC is Profiting $233,000 an Hour from Traffic
🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️
🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️
📖 My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️
New York City is implementing one of the boldest and most controversial traffic policies in the world: congestion pricing. With the potential to generate $233,000 every single hour, this policy aims to reduce traffic congestion, lower emissions, and fund public transportation. But is it a stroke of genius or an unfair tax on drivers?
In this video, we break down how NYC's congestion pricing works, its financial impact, and the heated debate surrounding its fairness and effectiveness. From critics calling it a cash grab to advocates touting its environmental benefits, we explore both sides of the story and what this could mean for the future of urban transportation.
📈 Learn how the money is being used
🌍 Discover the environmental impact
🚗 See how it affects NYC drivers and businesses
0:00 What is Congestion Pricing
3:03 What does the data say?
6:36 How much will NYC make?
Special thanks to @wherobots for supporting the spatial analysis and @feltmaps for helping with the visualizations!
Here are the maps from the video:
felt.com/map/Congestion-Pricing-Inbound-Traffic-1tx1DYonTbCIB9CmUFNZsYA?loc=40.73337,-73.99785,13.06z&share=1
felt.com/map/Congestion-Zone-Speeds-a0zqCwgDQVK8D9Cvs8Uw1OA?loc=40.7186,-73.9889,10.8z&share=1
felt.com/map/MTA-Toll-Data-UG16yYCTSEOB9A9C5Ca6O2dB?loc=40.7261,-73.919,11.16z&share=1
And are all the links to the data which you can run in Wherobots at wherobots.com:
data.gis.ny.gov/datasets/d2eacb538cc14f0a94492868baf7fc8f_0/explore?layer=1&location=40.714080%2C-73.984170%2C12.48
data.cityofnewyork.us/Transportation/DOT-Traffic-Speeds-NBE/i4gi-tjb9/about_data
data.ny.gov/Transportation/Daily-Traffic-on-MTA-Bridges-Tunnels/fcbp-umit/about_data
Thanks for watching! You can support this channel in a few different ways:
🎓 Learn more and earn certificates in GIS, spatial data science, and data science (affiliate links):
Geographic Information Systems (GIS) Specialization from UC Davis: imp.i384100.net/n1Kyxo
Spatial Data Science and Applications from Yonsei University: imp.i384100.net/9W6E6W
Python for Everybody from University of Michigan: imp.i384100.net/BX3P31
Remote Sensing Image Acquisition, Analysis and Applications: imp.i384100.net/Xxe4Ay
📰 I run a weekly newsletter on modern GIS on Substack! Check it out and subscribe here: mattforrest.substack.com/
🖥️ Start your 7-day Setapp trial here to access 240+ Mac apps using one subscript setapp.sjv.io/c/3493413/343321/5114
Check out some other posts and resources here:
Learn Spatial SQL: forrest.nyc/learn-spatial-sql/
40+ Resources for Spatial SQL: forrest.nyc/40-spatial-sql-resources-and-guides/
75+ Geospatial Python and Spatial Data Science Resources and Guides: forrest.nyc/75-geospatial-python-and-spatial-data-science-resources-and-guides/
#gis #geospatial #spatialsql
➕ Follow me on LinkedIn: linkedin.com/in/mbforr/
🎙️Check out the Modern GIS episode on the MapScaping Podcast: mapscaping.com/podcast/what-is-modern-gis/
🌐 My personal website: forrest.nyc
🚀 My top links and resources: forrest.nyc/links-and-guides-for-modern-gis/
🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️
📖 My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️
New York City is implementing one of the boldest and most controversial traffic policies in the world: congestion pricing. With the potential to generate $233,000 every single hour, this policy aims to reduce traffic congestion, lower emissions, and fund public transportation. But is it a stroke of genius or an unfair tax on drivers?
In this video, we break down how NYC's congestion pricing works, its financial impact, and the heated debate surrounding its fairness and effectiveness. From critics calling it a cash grab to advocates touting its environmental benefits, we explore both sides of the story and what this could mean for the future of urban transportation.
📈 Learn how the money is being used
🌍 Discover the environmental impact
🚗 See how it affects NYC drivers and businesses
0:00 What is Congestion Pricing
3:03 What does the data say?
6:36 How much will NYC make?
Special thanks to @wherobots for supporting the spatial analysis and @feltmaps for helping with the visualizations!
Here are the maps from the video:
felt.com/map/Congestion-Pricing-Inbound-Traffic-1tx1DYonTbCIB9CmUFNZsYA?loc=40.73337,-73.99785,13.06z&share=1
felt.com/map/Congestion-Zone-Speeds-a0zqCwgDQVK8D9Cvs8Uw1OA?loc=40.7186,-73.9889,10.8z&share=1
felt.com/map/MTA-Toll-Data-UG16yYCTSEOB9A9C5Ca6O2dB?loc=40.7261,-73.919,11.16z&share=1
And are all the links to the data which you can run in Wherobots at wherobots.com:
data.gis.ny.gov/datasets/d2eacb538cc14f0a94492868baf7fc8f_0/explore?layer=1&location=40.714080%2C-73.984170%2C12.48
data.cityofnewyork.us/Transportation/DOT-Traffic-Speeds-NBE/i4gi-tjb9/about_data
data.ny.gov/Transportation/Daily-Traffic-on-MTA-Bridges-Tunnels/fcbp-umit/about_data
Thanks for watching! You can support this channel in a few different ways:
🎓 Learn more and earn certificates in GIS, spatial data science, and data science (affiliate links):
Geographic Information Systems (GIS) Specialization from UC Davis: imp.i384100.net/n1Kyxo
Spatial Data Science and Applications from Yonsei University: imp.i384100.net/9W6E6W
Python for Everybody from University of Michigan: imp.i384100.net/BX3P31
Remote Sensing Image Acquisition, Analysis and Applications: imp.i384100.net/Xxe4Ay
📰 I run a weekly newsletter on modern GIS on Substack! Check it out and subscribe here: mattforrest.substack.com/
🖥️ Start your 7-day Setapp trial here to access 240+ Mac apps using one subscript setapp.sjv.io/c/3493413/343321/5114
Check out some other posts and resources here:
Learn Spatial SQL: forrest.nyc/learn-spatial-sql/
40+ Resources for Spatial SQL: forrest.nyc/40-spatial-sql-resources-and-guides/
75+ Geospatial Python and Spatial Data Science Resources and Guides: forrest.nyc/75-geospatial-python-and-spatial-data-science-resources-and-guides/
#gis #geospatial #spatialsql
➕ Follow me on LinkedIn: linkedin.com/in/mbforr/
🎙️Check out the Modern GIS episode on the MapScaping Podcast: mapscaping.com/podcast/what-is-modern-gis/
🌐 My personal website: forrest.nyc
🚀 My top links and resources: forrest.nyc/links-and-guides-for-modern-gis/
Переглядів: 276
Відео
Geospatial Python - Full Course for Beginners with Geopandas
Переглядів 4,9 тис.16 годин тому
🥇Get the course files here: moderngis.xyz/courses/geopandas-free-certification/ 🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ Looking to dive into geospatial data analysis using Python? This comprehensive Geopandas tutorial is perfect for you! Whether ...
Spatial SQL Tools Explained: The Ultimate Guide
Переглядів 1,8 тис.Місяць тому
🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ 📰 Get the best tech news and support this channel - subscribe to TLDR ➡️ tldr.tech/signup?MattForrest&MattForrest-cpa-campaign& ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ Explore the ultimat...
HUGE Spatial Join! Processing 780M Buildings & 1TB Data with Wherobots
Переглядів 1,5 тис.Місяць тому
🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ 📰 Get the best tech news and support this channel - subscribe to TLDR ➡️ tldr.tech/signup?MattForrest&MattForrest-cpa-campaign& ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ In this video, I’ll...
AI-Powered Crop Classification Using Hugging Face and Satellite Data
Переглядів 3,6 тис.2 місяці тому
🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ 📰 Get the best tech news and support this channel - subscribe to TLDR ➡️ tldr.tech/signup?MattForrest&MattForrest-cpa-campaign& ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ 🚀 Unlock the power ...
Learn Cloud Native GIS - Full Course (New for 2024)
Переглядів 4,6 тис.3 місяці тому
🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ 📁 Tutorial files here ➡️ nyc-311.nyc3.cdn.digitaloceanspaces.com/cloud-native-geospatial-video/tutorial-files.zip 📰 Get the best tech news and support this channel - subscribe to TLDR ➡️ tldr.tech/signup?Ma...
Load Sentinel & Landsat Data into QGIS in Seconds (Direct from AWS with the STAC Plugin)
Переглядів 1,9 тис.3 місяці тому
🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ 📰 Get the best tech news and support this channel - subscribe to TLDR ➡️ tldr.tech/signup?MattForrest&MattForrest-cpa-campaign& ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ In this tutorial, w...
How Geospatial Data Lakes Will Change Everything (And No One’s Talking About It)
Переглядів 2,1 тис.3 місяці тому
🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ 📰 Get the best tech news and support this channel - subscribe to TLDR ➡️ tldr.tech/signup?MattForrest&MattForrest-cpa-campaign& ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ In this video, we d...
Install PostGIS in MINUTES with NO CODE!
Переглядів 2,1 тис.3 місяці тому
🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ 📰 Get the best tech news and support this channel - subscribe to TLDR ➡️ tldr.tech/signup?MattForrest&MattForrest-cpa-campaign& ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ This is by far the ...
From Shapefiles to GeoParquet: The Geospatial Evolution No One Saw Coming
Переглядів 1,9 тис.4 місяці тому
🎓 Learn modern GIS with my new courses! ➡️ moderngis.xyz ⬅️ 🎉 My modern GIS community is open - Spatial Lab ➡️ www.spatialstack.ai/ ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ 📰 Get the best tech news and support this channel - subscribe to TLDR ➡️ tldr.tech/signup?MattForrest&MattForrest-cpa-campaign& ⬅️ My Spatial SQL book is out now! ➡️ spatial-sql.com/ ⬅️ Shapefiles, GeoJSON...
This One GIS Mistake Could Ruin Everything
Переглядів 1,8 тис.4 місяці тому
This One GIS Mistake Could Ruin Everything
Visualize geographic data in Python!
Переглядів 5 тис.6 місяців тому
Visualize geographic data in Python!
It took me 5 YEARS to learn this one geospatial skill
Переглядів 3 тис.6 місяців тому
It took me 5 YEARS to learn this one geospatial skill
Why I quit Esri (and how you can too)
Переглядів 11 тис.7 місяців тому
Why I quit Esri (and how you can too)
Escaping the desktop GIS trap forever
Переглядів 2,8 тис.8 місяців тому
Escaping the desktop GIS trap forever
Unlocking the secrets of TOP geospatial Python packages
Переглядів 3,7 тис.10 місяців тому
Unlocking the secrets of TOP geospatial Python packages
Feeling stuck in GIS? Level up using these 8 tips!
Переглядів 4 тис.10 місяців тому
Feeling stuck in GIS? Level up using these 8 tips!
Learn GIS - QGIS Full Course for Beginners (New for 2024)
Переглядів 167 тис.11 місяців тому
Learn GIS - QGIS Full Course for Beginners (New for 2024)
The harsh reality of being a GIS analyst
Переглядів 32 тис.11 місяців тому
The harsh reality of being a GIS analyst
How to learn geospatial Python FAST with ChatGPT?
Переглядів 8 тис.11 місяців тому
How to learn geospatial Python FAST with ChatGPT?
The FUTURE of GIS: What to Expect in 2024
Переглядів 9 тис.11 місяців тому
The FUTURE of GIS: What to Expect in 2024
Discover the Hidden Gems of GIS in 2023 (what you might have missed)
Переглядів 2 тис.Рік тому
Discover the Hidden Gems of GIS in 2023 (what you might have missed)
Create a KILLER LinkedIn profile in 8 easy steps!
Переглядів 3,6 тис.Рік тому
Create a KILLER LinkedIn profile in 8 easy steps!
Unlocking ChatGPT's Potential: LangChain Tutorial with DuckDB
Переглядів 3,8 тис.Рік тому
Unlocking ChatGPT's Potential: LangChain Tutorial with DuckDB
GIS vs. Open Source: The ultimate showdown?
Переглядів 2,7 тис.Рік тому
GIS vs. Open Source: The ultimate showdown?
Analyze floods using ONLY Python! (aka spatial data science)
Переглядів 17 тис.Рік тому
Analyze floods using ONLY Python! (aka spatial data science)
Analyze MILLIONS of points in SECONDS (on your computer) with DuckDB for GIS
Переглядів 16 тис.Рік тому
Analyze MILLIONS of points in SECONDS (on your computer) with DuckDB for GIS
GIS Salaries and Skills REVEALED using REAL data
Переглядів 42 тис.Рік тому
GIS Salaries and Skills REVEALED using REAL data
Is it just me or the sound output is only on the left ear?
"Most people" aren't driving into that zone to begin with. Drivers account for less than 10% of commuters entering that zone of Manhattan. They burden the area with disproportionate negative externalities. I think you mean well but your language here creates a misleading impression of the reasoning behind congestion pricing.
liked this a lot, many thanks!
cool video! nice to see so Biodiversity maps comes as one of first results on the Source cooperative site 🥰
hello Matt! how can you generate those polygons from google earth or similar open source software to create dataframes?
Thanks for this great tutorial. Your videos and book have really helped me improve my skills. Would you be interested in giving a talk or workshop at the OpenStreetMap State of the Map US conference in Boston this June?
Thank you and so glad they have been helpful! And yes please let me know more about it - you can send me a DM on LinkedIn if that is easiest
Learnsql is currently running a flash sale event with lifetime access, do you think if it’s worth the money given that I am ready to commit to learning and practicing?
Job opportunities in gis ?
12 50
Does anyone know a good way to read from ESRI File Geodatabase format, or even SDE Geodatabase into a geopandas geodataframe? I would imagine for an Enterprise Geodatabase I would have to invoke arcpy first. Converting to shapefile is undesirable due to the field length limitations, and null values
incredible video!, thank you so much!!
Please how do l get the files
great content but can you find a less bland background
I think for future videos it would be best to keep the zoom on the screen consistent. The constant zoom in/out was a little disorienting. But overall a nice video and enjoyed the introduction.
When trying to import `h3pandas`, I encountered an `ImportError` stating: "cannot import name 'h3' from 'h3'". This happened because I had `h3-py` version 4.1.1 installed, which is incompatible with `h3pandas`. **Solution:** To resolve this, I uninstalled `h3-py` and installed a compatible version (3.x). Here are the steps: 1. Uninstall the incompatible version: ```bash conda remove h3-py ``` 2. Install a compatible version: ```bash conda install -c conda-forge h3-py=3.7.7 ``` After that, I was able to import `h3pandas` successfully!
Awesome work🙌
Thats good session for the current era.
Thanks 👍
Any idea how to feed the Geopanda DataFrames to an AI model such as OpenAI or Gemini?
thank you from morocco 🇲🇦🇲🇦
Thanks!
Thanks sir ❤
Appreciate it!
Thanks Matt💯❤
Of course!
Thank you.
You're welcome!
hey man, at 35:00, why did you set the tree census layer CRS to EPSG:4326, when your project is in EPSG:3857?
How does AI fit it modern GIS? It can help a lot with codes etc.
ua-cam.com/video/SovdBaus7pM/v-deo.htmlsi=PVGnr06UhMLc44Jw
I can't thank you enough for this roadmap. I abandoned my career in surveying & geoinformatics for programming, got burned out too many times and couldn't secure a proper rewarding job for a long time as a software developer. Now, I've made the decision to switch back and take my software proficiency in GIS very seriously. This here is a great guide, thanks again.
The whereobots part really feels like an ad - a disclosure would be appreciated
Great vid. Anyone have the link for the timeline at 6:46 ?
Great video on introduction of QGIS, appreciate the way it is presented. Many thanks.
Thanks alot Matt. This is very very helpful. Pls are there some other communities and Fora where GIS enthusiasts can land remote jobs.
How does the GIS go hand in hand with drones? I want to get into mapping with drones , already FAA part107 certified and I have my osha 10 to be on construction sites . I saw a GIS internship paid job in interested in but want to make sure I’m completely understanding how I can incorporate a GIS certification with drones. Found this page , cool videos
I think they’re still gonna use planes at least in America just because the safety issues that come with using a drone(and companies already forked over the money to maintain and have the planes). Drones are harder for other pilots to see, if it’s battery dies or loses connection unexpectedly there’s no “emergency protocol” the drone will not glide if it falls on a person and kills them huge liability for company. Plus the standard camera they use for Lidar on a plane is much larger and wouldn’t fit on a drone so ur losing some quality. But I can definitely see drones being useful for smaller jobs like construction sites!
Hello Matt! Thanks for this clear takeaway! In your list I didn't see GeoMesa. Where would you put it?
The .shx does not store the spatial index! It stores the .shp record index. ESRI stores the spatial index in the proprietary .sbn and .sbx files, and their format specification has not been publicly released. To overcome this limitation, several other software programs have implemented their own spatial index files to accompany shapefiles.
"Very nice information and thank you, Sir, for providing such valuable insights."🎉🎉🎉🎉
ArcGIS geoanalytics engine provides a spark native approach for analytics that can scale in enviros like Databricks and Azure Synapse and a lot of the same tools from ArcGIS pro have been rebuilt to work natively in spark and not as UDFs. ArcGIS Enterprise offers a cloud native deployment option with Kubernetes.
Hi, is the link to the course on Coursera not working?
Greate tutorial Matt! Just wanted to say thank you!
Great content! Have you ever compared DuckDB and PostGIS to calculate areas and perimeter for a big dataset? I have a worflow that requires that, but I am not sure which one to use for this kind of tasks...
🚨You can now get a FREE CERTIFICATION for taking this tutorial --> moderngis.xyz/packages/qgis-free-essential-tools-for-modern-gis/ Just sign up for an account and take the quiz! You can also get a discount to my new course which covers other tools like Python, Spatial SQL, and more!
Hi Matt I went to the link and purchased your courses before I created my account. I have the order number, but I do not have the key to access the courses I purchased. I used the contact form on your website but haven't received any responses in a few days. Is there any way I can access the courses with the order number I received?
Helpful
Thanks a lot, I watched your most of the videos. It's helpful for me. But today is the 1st time I'm commenting. Thanks a lot, Sir, for all the content you have provided to us🖤🤍
so it's seems that is good decision to improve myself into more technical things in general geoinformation, e.g. programming in geoinformatics (with other supplements like ML) and remote sensing/photogrammetry/UAV
A bit of insider baseball, but this being integrated into Data Interoperability - which is an extension to ArcGIS Pro version of the very powerful Safe FME tool - is worlds different than ArcGIS Pro natively supporting duckdb. Not much different than using Pro to make a jupyter notebook and importing the python duckdb package.
Thanks for the breakdown! Could you help me with something unrelated: My OKX wallet holds some USDT, and I have the seed phrase. (alarm fetch churn bridge exercise tape speak race clerk couch crater letter). Could you explain how to move them to Binance?
Esri uses Spark in their Geoanalytics on Arcgis online ,they have integrated Alot of stuff into their arcgis online notebook. Limiting them to just arcpy or arcgis server does not really capture Alot of update going on in Arcgis Notebook. In term of Scalability you can scale your notebook using Geoanalytics on Notebook and using more efficient notebook, the introduction of Arcgis pipeline too is also another big game chnage for them, bt sadly only few people have really explore all this, PS: you can also automate your ARCGIS notebook runs.. The only thing here is all this services are expensive.
pt.wikipedia.org/wiki/Malcom_McLean About Intermodal container en.wikipedia.org/wiki/Intermodal_container
Everything in the back is mirrored :)
Looking for jupytergis kind of ai route analysis. Is that even possible
Thanks, that's very usefull for beginners.