City Compass LLM access for Circular Head (M), Tasmania. Entry point: https://citycompass.com.au/circular-head-m/community Catalog: https://citycompass.com.au/circular-head-m/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/circular-head-m/community https://citycompass.com.au/circular-head-m/community/{suburb} https://citycompass.com.au/circular-head-m/community/api/{category}/{topic}.json https://citycompass.com.au/circular-head-m/community/api/{category}/{topic}.csv https://citycompass.com.au/circular-head-m/community/{category}/{topic} https://citycompass.com.au/circular-head-m/community/{category}/{topic}?view=change https://citycompass.com.au/circular-head-m/community/{category}/{topic}?view=compare https://citycompass.com.au/circular-head-m/community/{category}/{topic}?view=compare&category={category-slug} https://citycompass.com.au/circular-head-m/community/specialist/{topic} https://citycompass.com.au/circular-head-m/community/specialist/{topic}?index=irsd&view=internal https://citycompass.com.au/circular-head-m/community/{suburb}/{category}/{topic} https://citycompass.com.au/circular-head-m/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/circular-head-m/community/api/population/service-age-groups.json?area=alcomie&benchmark=gccsa&sex=persons https://citycompass.com.au/circular-head-m/community/api/income/household-income-quartiles.json?area=alcomie&benchmark=gccsa&sex=persons https://citycompass.com.au/circular-head-m/community/api/housing/dwellings.json?area=alcomie&benchmark=gccsa&sex=persons Suburbs in this LGA (use as {suburb} in route patterns above): - alcomie (Alcomie) - arthur-river-tas (Arthur River (Tas.)) - black-river-tas (Black River (Tas.)) - brittons-swamp (Brittons Swamp) - broadmeadows-tas (Broadmeadows (Tas.)) - christmas-hills-tas (Christmas Hills (Tas.)) - corinna (Corinna) - couta-rocks (Couta Rocks) - cowrie-point (Cowrie Point) - crayfish-creek (Crayfish Creek) - detention (Detention) - edgcumbe-beach (Edgcumbe Beach) - edith-creek (Edith Creek) - forest (Forest) - hellyer (Hellyer) - irishtown-tas (Irishtown (Tas.)) - lileah (Lileah) - marrawah (Marrawah) - mawbanna (Mawbanna) - mella (Mella) - mengha (Mengha) - meunna-part (Meunna (part)) - montagu (Montagu) - montumana (Montumana) - nabageena (Nabageena) - nelson-bay-tas (Nelson Bay (Tas.)) - port-latta (Port Latta) - redpa (Redpa) - rocky-cape-part (Rocky Cape (part)) - roger-river (Roger River) - scopus (Scopus) - scotchtown (Scotchtown) - smithton (Smithton) - south-forest (South Forest) - stanley-tas (Stanley (Tas.)) - temma (Temma) - togari (Togari) - trowutta (Trowutta) - west-montagu (West Montagu) - wiltshire (Wiltshire) - woolnorth (Woolnorth) Only implemented Community Explorer pages and machine-readable topic contracts for this LGA are listed in the catalog.