Please note this will only be replicable for those using R, who have access to the data. No data is stored here. Team members with EQC's landslip/storm/flood claims dataset from 2000 onwards, EQC's (QV) portfolio dataset as of 2017, and NIWA's daily precipitation data from 1999-2016, please contact Sally if you have any issues with replication.