City Compass LLM access for Kentish (M), Tasmania. Entry point: https://citycompass.com.au/kentish-m/community Catalog: https://citycompass.com.au/kentish-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/kentish-m/community https://citycompass.com.au/kentish-m/community/{suburb} https://citycompass.com.au/kentish-m/community/api/{category}/{topic}.json https://citycompass.com.au/kentish-m/community/api/{category}/{topic}.csv https://citycompass.com.au/kentish-m/community/{category}/{topic} https://citycompass.com.au/kentish-m/community/{category}/{topic}?view=change https://citycompass.com.au/kentish-m/community/{category}/{topic}?view=compare https://citycompass.com.au/kentish-m/community/{category}/{topic}?view=compare&category={category-slug} https://citycompass.com.au/kentish-m/community/specialist/{topic} https://citycompass.com.au/kentish-m/community/specialist/{topic}?index=irsd&view=internal https://citycompass.com.au/kentish-m/community/{suburb}/{category}/{topic} https://citycompass.com.au/kentish-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/kentish-m/community/api/population/service-age-groups.json?area=acacia-hills-tas&benchmark=gccsa&sex=persons https://citycompass.com.au/kentish-m/community/api/income/household-income-quartiles.json?area=acacia-hills-tas&benchmark=gccsa&sex=persons https://citycompass.com.au/kentish-m/community/api/housing/dwellings.json?area=acacia-hills-tas&benchmark=gccsa&sex=persons Suburbs in this LGA (use as {suburb} in route patterns above): - acacia-hills-tas (Acacia Hills (Tas.)) - barrington-tas (Barrington (Tas.)) - beulah-tas (Beulah (Tas.)) - cethana (Cethana) - claude-road (Claude Road) - cradle-mountain-part (Cradle Mountain (part)) - erriba (Erriba) - gowrie-park (Gowrie Park) - lorinna (Lorinna) - lower-barrington (Lower Barrington) - lower-beulah (Lower Beulah) - lower-wilmot (Lower Wilmot) - mersey-forest-part (Mersey Forest (part)) - merseylea-part (Merseylea (part)) - middlesex-tas-part (Middlesex (Tas.) (part)) - moina (Moina) - mount-roland-part (Mount Roland (part)) - nook (Nook) - nowhere-else (Nowhere Else) - paradise-tas (Paradise (Tas.)) - promised-land (Promised Land) - railton-part (Railton (part)) - roland (Roland) - sheffield (Sheffield) - south-spreyton (South Spreyton) - staverton (Staverton) - stoodley (Stoodley) - sunnyside-tas (Sunnyside (Tas.)) - west-kentish (West Kentish) - wilmot (Wilmot) Only implemented Community Explorer pages and machine-readable topic contracts for this LGA are listed in the catalog.