ATO Tax Help Centres
A Machine learning based model to determine the most appropriate location of tax centres across Austalia
Data sets included the ATO dataset provided as well as the Australian Post code information provided by Australian Post.
The premise of the analysis is that clients of tax service have an income threshold and there are multiple factors that can estimate the income threshold.
The existing dataset is analysed in R to determine the critical factors affecting income threshold and a forecast for 2021 is applied to determine the threshold. A geo-spatial map of the postcode and the thresholds is used to graphically analysis the impact of the factors on the location of the tax centres.
Evidence of Work
Bounty: Tax Help Centers