City Compass

LLM access for Meander Valley (M), Tasmania.

Entry point: https://citycompass.com.au/meander-valley-m/community
Catalog: https://citycompass.com.au/meander-valley-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/meander-valley-m/community
https://citycompass.com.au/meander-valley-m/community/{suburb}
https://citycompass.com.au/meander-valley-m/community/api/{category}/{topic}.json
https://citycompass.com.au/meander-valley-m/community/api/{category}/{topic}.csv
https://citycompass.com.au/meander-valley-m/community/{category}/{topic}
https://citycompass.com.au/meander-valley-m/community/{category}/{topic}?view=change
https://citycompass.com.au/meander-valley-m/community/{category}/{topic}?view=compare
https://citycompass.com.au/meander-valley-m/community/{category}/{topic}?view=compare&category={category-slug}
https://citycompass.com.au/meander-valley-m/community/specialist/{topic}
https://citycompass.com.au/meander-valley-m/community/specialist/{topic}?index=irsd&view=internal
https://citycompass.com.au/meander-valley-m/community/{suburb}/{category}/{topic}
https://citycompass.com.au/meander-valley-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/meander-valley-m/community/api/population/service-age-groups.json?area=birralee-part&benchmark=gccsa&sex=persons
https://citycompass.com.au/meander-valley-m/community/api/income/household-income-quartiles.json?area=birralee-part&benchmark=gccsa&sex=persons
https://citycompass.com.au/meander-valley-m/community/api/housing/dwellings.json?area=birralee-part&benchmark=gccsa&sex=persons

Suburbs in this LGA (use as {suburb} in route patterns above):
- birralee-part (Birralee (part))
- blackstone-heights-part (Blackstone Heights (part))
- bracknell-part (Bracknell (part))
- carrick-tas (Carrick (Tas.))
- caveside (Caveside)
- chudleigh (Chudleigh)
- cluan (Cluan)
- dairy-plains (Dairy Plains)
- deloraine (Deloraine)
- dunorlan (Dunorlan)
- elizabeth-town (Elizabeth Town)
- exton (Exton)
- golden-valley (Golden Valley)
- hadspen (Hadspen)
- hagley (Hagley)
- jackeys-marsh (Jackeys Marsh)
- kimberley-tas (Kimberley (Tas.))
- liena-part (Liena (part))
- mayberry (Mayberry)
- meander (Meander)
- mole-creek-part (Mole Creek (part))
- moltema (Moltema)
- montana (Montana)
- needles (Needles)
- oaks (Oaks)
- osmaston (Osmaston)
- parkham-part (Parkham (part))
- prospect-vale (Prospect Vale)
- quamby-bend (Quamby Bend)
- quamby-brook (Quamby Brook)
- red-hills (Red Hills)
- reedy-marsh (Reedy Marsh)
- rosevale-tas-part (Rosevale (Tas.) (part))
- selbourne-part (Selbourne (part))
- travellers-rest (Travellers Rest)
- weegena-part (Weegena (part))
- weetah (Weetah)
- westbury-tas (Westbury (Tas.))
- western-creek-tas (Western Creek (Tas.))
- westwood-tas (Westwood (Tas.))
- whitemore (Whitemore)

Only implemented Community Explorer pages and machine-readable topic contracts for this LGA are listed in the catalog.