Data sources

Animal data

Brisbane City Council’s data on animal permits. Original [source]](https://www.data.brisbane.qld.gov.au/data/dataset/current-animal-related-permits) link is dead now. Cached version.

SEP data

Australian Bureau of Statistics’ data on Socio-Economic Indexes for Areas (SEIFA), 2016

Geographical data

• geographical data of BCC Suburbs and Adjoining Suburbs
• ABS SSC boundaries

Other materials

OSF project is here.
Preregistration: OSF, doc.

Data wrangling

Data preparation steps are documented here.

EDA of breeds & SEIFA

• Dog costs analysis
• Dog insurance cost analysis

Machine learning models on breeds & SEIFA

• ML 1 - regression trees
• ML 2 - SVN
• ML 3 - neural networks
• ML 4 - random forests
• ML 5 - XGBoost
• ML 6 - DALEX model comparisons