diff --git a/output/ukraine_refugee_cost_estimates.xlsx b/output/ukraine_refugee_cost_estimates.xlsx
index 199610f..38a5ec1 100644
Binary files a/output/ukraine_refugee_cost_estimates.xlsx and b/output/ukraine_refugee_cost_estimates.xlsx differ
diff --git a/output/updates.csv b/output/updates.csv
index bffae08..f486503 100644
--- a/output/updates.csv
+++ b/output/updates.csv
@@ -899,3 +899,4 @@
 2024-10-30 11:14:18.124945
 2024-10-31 11:15:18.370759
 2024-11-01 11:13:58.564558
+2024-11-04 11:14:14.193039