AndreaBozzo/ceres-open-data-index huggingface dataset:
Greenhouse Gas Emissions

Industrial data for 2015 to 2019 is not currently available to the City due to California regulations. In 2005 and 2012, commercial and industrial emissions were provided combined. This dataset does not include emissions from BAAQMD Monitored Point Source emissions and AB 32 regulated sources in Richmond for 2015, 2017, 2018, and 2019. Solid waste data for 2018 and 2019 is pending additional data, but the majority of the data (approximately 80-90%) is included. Emissions for water, which makes up a very small percent of overall emissions has currently been calculated for only 2005 and 2012 inventories. BART data, a sub-category that makes up a small percentage of the transportation emissions has been collected only for the years 2015, 2017, 2018, and 2019. The 2005 and 2012 inventories were conducted by the City and data was included in the City's Climate Action Plan. The 2015, 2017, 2018, and 2019 inventories were conducted using a tool created for the City through East Bay Energy Watch.
Richmond Paycheck Protection Program (PPP) Loans

This dataset is publicly available on and was downloaded directly from the U.S. Small Business Administration (SBA) at https://data.sba.gov/dataset/ppp-foia. This data includes all PPP loan recipients awarded as of April 03, 2022 that listed Borrower City as N Richmond, Richmond, RICHMOND, Richmond ca, PT RICHMOND, or POINT RICHMOND.
California Small Business Covid-19 Relief Grant Program - Richmond Data

This dataset is publicly available on and was downloaded directly from CA GO-Biz at https://business.ca.gov/coronavirus-2019/. This data includes all California Small Business Covid-19 Relief Grant Program awardees as of 5-13-2021 that applied in Contra Costa County with the Business City as Richmond, Point Richmond, or Hilltop and various spellings of the three aforementioned names. This data has been cleaned to change the "Business City" for businesses who applied with "Point Richmond" or "Hilltop" or various misspellings to "Richmond".
CalEnviroScreen4.0SHP

In October, 2021, the Office of Environmental Health Hazard Assessment (OEHHA), on behalf of the California Environmental Protection Agency (CalEPA), released Version 4.0 of the California Communities Environmental Health Screening Tool (CalEnviroScreen). CalEnviroScreen identifies California communities by census tract that are disproportionately burdened by, and vulnerable to, multiple sources of pollution.