The Qualitative Data Repository is self-explanatory.
Data is Plural is a newsletter with interesting data sources.
NASA's Earth Observation Data: https://www.earthdata.nasa.gov/
GitHub's list of Awesome Public Datasets.
Project Implicit's data on implicit social cognition (bias based on race, age, ability, gender, etc.)
Wikimedia and its contributors are building Wikidata.