City Compass LLM access for Unincorporated ACT, Australian Capital Territory. Entry point: https://citycompass.com.au/unincorporated-act/community Catalog: https://citycompass.com.au/unincorporated-act/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/unincorporated-act/community https://citycompass.com.au/unincorporated-act/community/{suburb} https://citycompass.com.au/unincorporated-act/community/api/{category}/{topic}.json https://citycompass.com.au/unincorporated-act/community/api/{category}/{topic}.csv https://citycompass.com.au/unincorporated-act/community/{category}/{topic} https://citycompass.com.au/unincorporated-act/community/{category}/{topic}?view=change https://citycompass.com.au/unincorporated-act/community/{category}/{topic}?view=compare https://citycompass.com.au/unincorporated-act/community/{category}/{topic}?view=compare&category={category-slug} https://citycompass.com.au/unincorporated-act/community/specialist/{topic} https://citycompass.com.au/unincorporated-act/community/specialist/{topic}?index=irsd&view=internal https://citycompass.com.au/unincorporated-act/community/{suburb}/{category}/{topic} https://citycompass.com.au/unincorporated-act/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/unincorporated-act/community/api/population/service-age-groups.json?area=act-remainder-belconnen&benchmark=gccsa&sex=persons https://citycompass.com.au/unincorporated-act/community/api/income/household-income-quartiles.json?area=act-remainder-belconnen&benchmark=gccsa&sex=persons https://citycompass.com.au/unincorporated-act/community/api/housing/dwellings.json?area=act-remainder-belconnen&benchmark=gccsa&sex=persons Suburbs in this LGA (use as {suburb} in route patterns above): - act-remainder-belconnen (ACT Remainder - Belconnen) - act-remainder-booth (ACT Remainder - Booth) - act-remainder-canberra-central (ACT Remainder - Canberra Central) - act-remainder-coree (ACT Remainder - Coree) - act-remainder-cotter-river (ACT Remainder - Cotter River) - act-remainder-gungahlin (ACT Remainder - Gungahlin) - act-remainder-hall (ACT Remainder - Hall) - act-remainder-jerrabomberra (ACT Remainder - Jerrabomberra) - act-remainder-kowen (ACT Remainder - Kowen) - act-remainder-majura (ACT Remainder - Majura) - act-remainder-molonglo-valley (ACT Remainder - Molonglo Valley) - act-remainder-paddys-river (ACT Remainder - Paddys River) - act-remainder-rendezvous-creek (ACT Remainder - Rendezvous Creek) - act-remainder-stromlo (ACT Remainder - Stromlo) - act-remainder-tuggeranong (ACT Remainder - Tuggeranong) - act-remainder-weston-creek (ACT Remainder - Weston Creek) - acton-act (Acton (ACT)) - ainslie (Ainslie) - amaroo-act (Amaroo (ACT)) - aranda (Aranda) - banks (Banks) - barton (Barton) - beard (Beard) - belconnen (Belconnen) - bonner (Bonner) - bonython (Bonython) - braddon (Braddon) - bruce-act (Bruce (ACT)) - calwell (Calwell) - campbell (Campbell) - canberra-airport (Canberra Airport) - capital-hill (Capital Hill) - casey (Casey) - chapman (Chapman) - charnwood (Charnwood) - chifley-act (Chifley (ACT)) - chisholm-act (Chisholm (ACT)) - city (City) - conder (Conder) - cook (Cook) - coombs (Coombs) - crace (Crace) - curtin (Curtin) - deakin (Deakin) - denman-prospect (Denman Prospect) - dickson (Dickson) - downer (Downer) - duffy (Duffy) - dunlop (Dunlop) - evatt (Evatt) - fadden (Fadden) - farrer (Farrer) - fisher-act (Fisher (ACT)) - florey (Florey) - flynn-act (Flynn (ACT)) - forde (Forde) - forrest-act (Forrest (ACT)) - franklin-act (Franklin (ACT)) - fraser (Fraser) - fyshwick (Fyshwick) - garran (Garran) - gilmore-act (Gilmore (ACT)) - giralang (Giralang) - gordon-act (Gordon (ACT)) - gowrie-act (Gowrie (ACT)) - greenway (Greenway) - griffith-act (Griffith (ACT)) - gungahlin (Gungahlin) - hackett (Hackett) - hall (Hall) - harrison (Harrison) - hawker-act (Hawker (ACT)) - higgins (Higgins) - holder-act (Holder (ACT)) - holt (Holt) - hughes-act (Hughes (ACT)) - hume (Hume) - isaacs (Isaacs) - isabella-plains (Isabella Plains) - jacka (Jacka) - kaleen (Kaleen) - kambah (Kambah) - kingston-act (Kingston (ACT)) - latham-act (Latham (ACT)) - lawson-act (Lawson (ACT)) - lyneham (Lyneham) - lyons-act (Lyons (ACT)) - macarthur-act (Macarthur (ACT)) - macgregor-act (Macgregor (ACT)) - macnamara (Macnamara) - macquarie (Macquarie) - mawson (Mawson) - mckellar (McKellar) - melba (Melba) - mitchell-act (Mitchell (ACT)) - molonglo (Molonglo) - monash-act (Monash (ACT)) - moncrieff (Moncrieff) - narrabundah (Narrabundah) - ngunnawal (Ngunnawal) - nicholls (Nicholls) - o-connor-act (O'Connor (ACT)) - o-malley (O'Malley) - oaks-estate (Oaks Estate) - oxley-act (Oxley (ACT)) - page (Page) - palmerston-act (Palmerston (ACT)) - parkes-act (Parkes (ACT)) - pearce (Pearce) - phillip (Phillip) - pialligo (Pialligo) - red-hill-act (Red Hill (ACT)) - reid-act (Reid (ACT)) - richardson (Richardson) - rivett (Rivett) - russell (Russell) - scullin (Scullin) - spence-act (Spence (ACT)) - stirling-act (Stirling (ACT)) - strathnairn (Strathnairn) - symonston (Symonston) - taylor (Taylor) - tharwa (Tharwa) - theodore-act (Theodore (ACT)) - throsby (Throsby) - torrens (Torrens) - turner (Turner) - uriarra-village (Uriarra Village) - wanniassa (Wanniassa) - waramanga (Waramanga) - watson (Watson) - weetangera (Weetangera) - weston-act (Weston (ACT)) - whitlam (Whitlam) - wright (Wright) - yarralumla (Yarralumla) Only implemented Community Explorer pages and machine-readable topic contracts for this LGA are listed in the catalog.