GeoAI Risks Companion exercises and data

Data

Every snapshot the exercises run on, frozen and checksummed.

Why these are frozen. Each exercise pulls from a public source once, writes a dated snapshot, records a checksum, and never touches the network again. That is what lets a reader in a later year reproduce a figure printed here, and what lets an instructor tell a wrong answer from a changed source.
FileRowsVintageSHA256, first 16
acs2023_mississippi_asi.csv3832ACS 2023 5-year3658a97600fec5b5
acs2023_mississippi_moe.csv3405ACS 2023 5-year29b858301aab720c

Sources, all public, none requiring registration

SourceUsed by Access
American Community Survey, table-based Summary File Parts I through VNo key, no account
Census cartographic boundary filesEvery map No key, no account
Arizona Meteorological NetworkPart 0 No key, no account
NOAA Storm Prediction Center severe weather database Exercise I-BNo key, no account

Snapshot files

Handoff packages

Each lab ends by writing the table of every unit and every statistic it computed, alongside the list of decisions the program made without being asked. Students produce their own by running the lab, and the reference copies sit in the instructor area because the tables carry the values the labs ask students to find.