City Compass LLM access for Goondiwindi (R), Queensland. Entry point: https://citycompass.com.au/goondiwindi-r/community Catalog: https://citycompass.com.au/goondiwindi-r/community/llm/index.json How to use this data Each topic is available as both an HTML page and a machine-readable JSON/CSV endpoint. Read the HTML page first. It provides interpretation context: what the data measures, how to read the numbers, what benchmark deviations are meaningful, and which related topics to cross-reference. The "Key insight" section contains a pre-computed editorial summary of the most notable finding. Then use the JSON endpoint for precise data. Responses include counts, percentages, benchmark comparisons, and change-over-time for both Census years. Rows with a non-null "highlight" field have a noteworthy deviation from the benchmark. The "manifest" block lists all valid parameter combinations for further queries. To compare a single category across all suburbs within the LGA, use ?view=compare&category={slug} on the JSON endpoint. To understand what drives a pattern, pull related topics listed in topic_metadata.related_topics for the same area. Canonical route patterns for this LGA: https://citycompass.com.au/goondiwindi-r/community https://citycompass.com.au/goondiwindi-r/community/{suburb} https://citycompass.com.au/goondiwindi-r/community/api/{category}/{topic}.json https://citycompass.com.au/goondiwindi-r/community/api/{category}/{topic}.csv https://citycompass.com.au/goondiwindi-r/community/{category}/{topic} https://citycompass.com.au/goondiwindi-r/community/{category}/{topic}?view=change https://citycompass.com.au/goondiwindi-r/community/{category}/{topic}?view=compare https://citycompass.com.au/goondiwindi-r/community/{category}/{topic}?view=compare&category={category-slug} https://citycompass.com.au/goondiwindi-r/community/specialist/{topic} https://citycompass.com.au/goondiwindi-r/community/specialist/{topic}?index=irsd&view=internal https://citycompass.com.au/goondiwindi-r/community/{suburb}/{category}/{topic} https://citycompass.com.au/goondiwindi-r/community/{suburb}/{category}/{topic}?view=change Use the `/community/api/{category}/{topic}.json` and `.csv` routes for the canonical machine-readable topic contract. Use `?view=change` for the change view on multi-year community topics. Use `?view=compare&category={slug}` on the topic API to compare one category across all suburbs in the LGA. Compare view is always LGA-scoped and does not accept suburb area values. Use `?view=internal` for the SEIFA within-area specialist view. Example API calls: https://citycompass.com.au/goondiwindi-r/community/api/population/service-age-groups.json?area=beebo&benchmark=gccsa&sex=persons https://citycompass.com.au/goondiwindi-r/community/api/income/household-income-quartiles.json?area=beebo&benchmark=gccsa&sex=persons https://citycompass.com.au/goondiwindi-r/community/api/housing/dwellings.json?area=beebo&benchmark=gccsa&sex=persons Suburbs in this LGA (use as {suburb} in route patterns above): - beebo (Beebo) - billa-billa (Billa Billa) - bonshaw-qld (Bonshaw (Qld)) - boondandilla (Boondandilla) - brush-creek (Brush Creek) - bungunya (Bungunya) - bybera (Bybera) - calingunee (Calingunee) - callandoon (Callandoon) - canning-creek-part (Canning Creek (part)) - cement-mills (Cement Mills) - coolmunda (Coolmunda) - daymar (Daymar) - glenarbon (Glenarbon) - goodar (Goodar) - goondiwindi (Goondiwindi) - gore (Gore) - greenup (Greenup) - inglewood-qld (Inglewood (Qld)) - kindon (Kindon) - kioma (Kioma) - kurumbul (Kurumbul) - limevale (Limevale) - lundavra (Lundavra) - maidenhead (Maidenhead) - mosquito-creek (Mosquito Creek) - north-bungunya (North Bungunya) - north-talwood (North Talwood) - oman-ama (Oman Ama) - riverton-qld (Riverton (Qld)) - silver-spur (Silver Spur) - smithlea (Smithlea) - south-talwood (South Talwood) - tarawera (Tarawera) - terrica (Terrica) - texas-qld (Texas (Qld)) - toobeah (Toobeah) - warroo-qld (Warroo (Qld)) - watsons-crossing (Watsons Crossing) - weengallon (Weengallon) - whetstone (Whetstone) - wondalli (Wondalli) - wyaga (Wyaga) - yagaburne (Yagaburne) - yelarbon (Yelarbon) Only implemented Community Explorer pages and machine-readable topic contracts for this LGA are listed in the catalog.