City Compass LLM access for Yorke Peninsula (DC), South Australia. Entry point: https://citycompass.com.au/yorke-peninsula-dc/community Catalog: https://citycompass.com.au/yorke-peninsula-dc/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/yorke-peninsula-dc/community https://citycompass.com.au/yorke-peninsula-dc/community/{suburb} https://citycompass.com.au/yorke-peninsula-dc/community/api/{category}/{topic}.json https://citycompass.com.au/yorke-peninsula-dc/community/api/{category}/{topic}.csv https://citycompass.com.au/yorke-peninsula-dc/community/{category}/{topic} https://citycompass.com.au/yorke-peninsula-dc/community/{category}/{topic}?view=change https://citycompass.com.au/yorke-peninsula-dc/community/{category}/{topic}?view=compare https://citycompass.com.au/yorke-peninsula-dc/community/{category}/{topic}?view=compare&category={category-slug} https://citycompass.com.au/yorke-peninsula-dc/community/specialist/{topic} https://citycompass.com.au/yorke-peninsula-dc/community/specialist/{topic}?index=irsd&view=internal https://citycompass.com.au/yorke-peninsula-dc/community/{suburb}/{category}/{topic} https://citycompass.com.au/yorke-peninsula-dc/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/yorke-peninsula-dc/community/api/population/service-age-groups.json?area=agery&benchmark=gccsa&sex=persons https://citycompass.com.au/yorke-peninsula-dc/community/api/income/household-income-quartiles.json?area=agery&benchmark=gccsa&sex=persons https://citycompass.com.au/yorke-peninsula-dc/community/api/housing/dwellings.json?area=agery&benchmark=gccsa&sex=persons Suburbs in this LGA (use as {suburb} in route patterns above): - agery (Agery) - ardrossan (Ardrossan) - arthurton (Arthurton) - balgowan-sa (Balgowan (SA)) - black-point (Black Point) - bluff-beach (Bluff Beach) - brentwood-sa (Brentwood (SA)) - chinaman-wells (Chinaman Wells) - clinton-sa (Clinton (SA)) - clinton-centre (Clinton Centre) - coobowie (Coobowie) - corny-point (Corny Point) - cunningham-sa (Cunningham (SA)) - curramulka (Curramulka) - dowlingville (Dowlingville) - edithburgh (Edithburgh) - foul-bay (Foul Bay) - hardwicke-bay (Hardwicke Bay) - honiton (Honiton) - inneston (Inneston) - james-well (James Well) - kainton (Kainton) - koolywurtie (Koolywurtie) - maitland-sa (Maitland (SA)) - marion-bay-sa (Marion Bay (SA)) - minlaton (Minlaton) - nalyappa (Nalyappa) - parsons-beach (Parsons Beach) - petersville (Petersville) - pine-point (Pine Point) - point-pearce-part (Point Pearce (part)) - point-souttar (Point Souttar) - point-turton (Point Turton) - port-arthur-sa (Port Arthur (SA)) - port-julia (Port Julia) - port-moorowie (Port Moorowie) - port-rickaby (Port Rickaby) - port-victoria (Port Victoria) - port-vincent (Port Vincent) - price (Price) - ramsay-sa (Ramsay (SA)) - rogues-point (Rogues Point) - sandilands-sa (Sandilands (SA)) - sheaoak-flat (Sheaoak Flat) - south-kilkerran (South Kilkerran) - stansbury (Stansbury) - sultana-point (Sultana Point) - sunnyvale (Sunnyvale) - the-pines-sa (The Pines (SA)) - tiddy-widdy-beach (Tiddy Widdy Beach) - urania (Urania) - warooka (Warooka) - wauraltee (Wauraltee) - weetulta (Weetulta) - white-hut (White Hut) - winulta (Winulta) - wool-bay (Wool Bay) - yorke-valley (Yorke Valley) - yorketown (Yorketown) Only implemented Community Explorer pages and machine-readable topic contracts for this LGA are listed in the catalog.