Class Repository

• Jupyter notebooks

Datasets

This is a non-exhaustive list of useful geospatial datasets around the web. Some of this data is accessible via the class G-drive – ask instructor for access.

• Open Geospatial Datasets for Education
• Google’s Dataset Search
• Kaggle datasets
• American Community Survey / US Census
• Bureau Of Labor Statistics
• NYC Planning Building Data (PLUTO)
• NYC Open Data
• Buzzfeed News: Data + Code
• Zillow Home Prices
• NY Times COVID-19 Data
• EU Urban Data Platform
• Data is Plural Archive
• Machine Learning Datasets
• r/datasets
• Oak Ridge Datasets

APIs

• HERE API – geocoding and navigation services
• Public APIs – free APIs for software and web development

Books

• Python for Data Analysis (free pdf version)
• Think Python
• Think Stats

Online Courses

• Programming for Everybody (Getting Started with Python): this is a highly rated Coursera course that can be audited for free.
• Introduction To Python Programming (Udemy)
• Python for Absolute Beginners! (Udemy)
• Codecademy