taimur38/morocco-agri-typology

Country × AEZ typology for African agriculture (FAO GAEZ v5) # agri-complexity Country × AEZ typology for African agriculture. Uses FAO GAEZ v5 pixel data to build country-by-agro-ecological-zone features (yield gaps, value/ha, crop mix), clusters zones into recurring "zone types," and benchmarks realized yield against the GAEZ potential. Companion project notes: `project_africa_ag_typology.md` (Obsidian vault, internal). ## Repo layout ``` 01–10 build scripts reads raw FAO/GAEZ → writes generated/ 11–13 cluster zones k-means + UMAP on zone features 14–16 zone perf realized vs. potential yield tool/ small d3 web viewer (reads tool/data/*.geojson|json) imgs/ saved chart PNGs (tracked — used as PR previews) data/ small reference CSVs (crop dictionary, FAO crosswalk) ``` ## Code in git, data on the cluster Anything in `generated/` or `tool/data/` is excluded from git. It lives on the **UM6P Data Playground** under `u13/agri-complexity/` (Taimur's namespace). Pull it with the bundled `um6p-storage` Claude skill: ```bash # one-time, gets a bearer token python .claude/skills/um6p-storage/dp_storage.py login --email you@um6p.ma # pull all the generated outputs mkdir -p generated tool/data for f in $(python .claude/skills/um6p-storage/dp_storage.py ls u13/agri-complexity/generated \ | awk '$1 ~ /^[0-9]+$/ {print $2}'); do python .claude/skills/um6p-storage/dp_storage.py get "$f" generated/ done for f in $(python .claude/skills/um6p-storage/dp_storage.py ls u13/agri-complexity/tool-data \ | awk '$1 ~ /^[0-9]+$/ {print $2}'); do python .claude/skills/um6p-storage/dp_storage.py get "$f" tool/data/ done ``` Or, inside Claude Code, just ask: *"pull the agri-complexity data from the playground."* The skill knows the namespace. After pushing changes that update outputs: ```bash python .claude/skills/um6p-storage/dp_storage.py put generated/foo.parquet agri-complexity/generated ``` (only Taimur — `u13` — can write into `u13/`; other team members publish under their o …