The issue appears to be the division prettification in lifecycle.sql.

Changed it to simply grab the project type, we can grok the division info in datastudio

src/sql/0-run-first/billing.sql

@@ -14,11 +14,10 @@ where invoice_accepted = 1;
 CREATE INDEX ref_num ON billing_report (refNumber);
 CREATE INDEX div_idx ON billing_report (division);
 
-# So this little ditty will replace the raw project_type info with a prettified string. Only problem is it takes more than
-# 10 minutes to run on our t3a.micro ec2 instance.
-# UPDATE billing_report
-# SET division = IF(
-#             division = 'Warranty',
-#             CONCAT(SUBSTRING(refNumber, 1, 3), ' - ', 'Structural'),
-#             CONCAT(SUBSTRING(refNumber, 1, 3), ' - ', division)
-#     );
+
+ UPDATE billing_report
+ SET division = IF(
+             division = 'Warranty',
+             CONCAT(SUBSTRING(refNumber, 1, 3), ' - ', 'Structural'),
+             CONCAT(SUBSTRING(refNumber, 1, 3), ' - ', division)
+     );

src/sql/0-run-first/lifecycle.sql

@@ -2,7 +2,7 @@ DROP TABLE IF EXISTS event_counts;
 
 CREATE TABLE event_counts AS
 SELECT DATE(timestamp)                             AS event_date,
-       get_division_collapsed(project_number)      AS division,
+       all_projects.proj_type                      AS division_raw,
        if(substring(new_value, 1, 1) = '+', 1, -1) AS event_count,
        SUBSTRING(`new_value` FROM 2)               AS flag
 FROM project_lifecycle