City Compass LLM access for Port Macquarie-Hastings (A), New South Wales. Entry point: https://citycompass.com.au/port-macquarie-hastings-a/community Catalog: https://citycompass.com.au/port-macquarie-hastings-a/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/port-macquarie-hastings-a/community https://citycompass.com.au/port-macquarie-hastings-a/community/{suburb} https://citycompass.com.au/port-macquarie-hastings-a/community/api/{category}/{topic}.json https://citycompass.com.au/port-macquarie-hastings-a/community/api/{category}/{topic}.csv https://citycompass.com.au/port-macquarie-hastings-a/community/{category}/{topic} https://citycompass.com.au/port-macquarie-hastings-a/community/{category}/{topic}?view=change https://citycompass.com.au/port-macquarie-hastings-a/community/{category}/{topic}?view=compare https://citycompass.com.au/port-macquarie-hastings-a/community/{category}/{topic}?view=compare&category={category-slug} https://citycompass.com.au/port-macquarie-hastings-a/community/specialist/{topic} https://citycompass.com.au/port-macquarie-hastings-a/community/specialist/{topic}?index=irsd&view=internal https://citycompass.com.au/port-macquarie-hastings-a/community/{suburb}/{category}/{topic} https://citycompass.com.au/port-macquarie-hastings-a/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/port-macquarie-hastings-a/community/api/population/service-age-groups.json?area=bagnoo&benchmark=gccsa&sex=persons https://citycompass.com.au/port-macquarie-hastings-a/community/api/income/household-income-quartiles.json?area=bagnoo&benchmark=gccsa&sex=persons https://citycompass.com.au/port-macquarie-hastings-a/community/api/housing/dwellings.json?area=bagnoo&benchmark=gccsa&sex=persons Suburbs in this LGA (use as {suburb} in route patterns above): - bagnoo (Bagnoo) - bago (Bago) - ballengarra (Ballengarra) - banda-banda (Banda Banda) - batar-creek (Batar Creek) - beechwood (Beechwood) - bellangry (Bellangry) - birdwood-nsw (Birdwood (NSW)) - black-creek-port-macquarie-hastings-nsw (Black Creek (Port Macquarie-Hastings - NSW)) - blackmans-point (Blackmans Point) - bobs-creek (Bobs Creek) - bonny-hills (Bonny Hills) - boorganna (Boorganna) - bril-bril (Bril Bril) - brombin (Brombin) - byabarra (Byabarra) - cairncross (Cairncross) - camden-head (Camden Head) - comboyne-part (Comboyne (part)) - cooperabung (Cooperabung) - crosslands (Crosslands) - deauville (Deauville) - debenham (Debenham) - diamond-head (Diamond Head) - doyles-river (Doyles River) - dunbogan (Dunbogan) - ellenborough (Ellenborough) - fernbank-creek (Fernbank Creek) - forbes-river (Forbes River) - frazers-creek (Frazers Creek) - gearys-flat (Gearys Flat) - grants-beach (Grants Beach) - gum-scrub (Gum Scrub) - hacks-ferry (Hacks Ferry) - hartys-plains (Hartys Plains) - herons-creek (Herons Creek) - hollisdale (Hollisdale) - huntingdon (Huntingdon) - hyndmans-creek (Hyndmans Creek) - innes-view (Innes View) - jolly-nose (Jolly Nose) - kendall (Kendall) - kerewong (Kerewong) - kew-nsw (Kew (NSW)) - kindee (Kindee) - king-creek (King Creek) - kippara (Kippara) - lake-cathie (Lake Cathie) - lake-innes (Lake Innes) - lakewood (Lakewood) - laurieton (Laurieton) - limeburners-creek-port-macquarie-hastings-nsw (Limeburners Creek (Port Macquarie-Hastings - NSW)) - logans-crossing (Logans Crossing) - long-flat-nsw (Long Flat (NSW)) - lorne-nsw (Lorne (NSW)) - lower-pappinbarra (Lower Pappinbarra) - marlo-merrican (Marlo Merrican) - middle-brother (Middle Brother) - mortons-creek (Mortons Creek) - mount-seaview (Mount Seaview) - north-brother (North Brother) - north-haven-nsw (North Haven (NSW)) - north-shore-nsw (North Shore (NSW)) - pappinbarra (Pappinbarra) - pembrooke (Pembrooke) - pipeclay (Pipeclay) - port-macquarie (Port Macquarie) - rawdon-island (Rawdon Island) - redbank-nsw (Redbank (NSW)) - riverside-nsw (Riverside (NSW)) - rollands-plains (Rollands Plains) - rosewood-port-macquarie-hastings-nsw (Rosewood (Port Macquarie-Hastings - NSW)) - rossglen (Rossglen) - sancrox (Sancrox) - swans-crossing (Swans Crossing) - telegraph-point (Telegraph Point) - the-hatch (The Hatch) - thrumster (Thrumster) - toms-creek (Toms Creek) - upper-pappinbarra (Upper Pappinbarra) - upper-rollands-plains (Upper Rollands Plains) - upsalls-creek (Upsalls Creek) - wauchope (Wauchope) - werrikimbe (Werrikimbe) - west-haven (West Haven) - yarras-port-macquarie-hastings-nsw (Yarras (Port Macquarie-Hastings - NSW)) - yippin-creek (Yippin Creek) Only implemented Community Explorer pages and machine-readable topic contracts for this LGA are listed in the catalog.