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Found bug/dirty data in database 
#sparkbase
try to figure out where I left off on lead data in 4 main tables in mysql. 
#downpayment how can I clean up and dump data in here without stressing about de-duping or other cleaning
alter db tables for new data structs 
#buildingo
Rename DB tables 
#oneclicktest
Delete all duplicate companies 
#startupjobs
clean up bad data in starters 
#starterstory
Fix job with duplicate ID 
#promptlyhired
clean up db from some broken test users
drop unused db tables #dill
CRUD cleanup 
#goldenhour
removing duplicated offers from database
removing duplicated offers from database
Clean up Airtable jobs table 
#jobboardsearch
Clean dataset with duplicated primary keys (Data Science course) 
#zg