..... Require pre/post peak coverage
..... Require good visibility
..... Require passes 2020B filter
..... Require uncontaminated reference
..... Require peak after May 2018
..... Require low extinction
. Invert quality cut

..... Require SN-like light curve
..... Require galaxy crossmatch
. Invert purity cut