DATA CLEANSING WITH SSIS BRIAN KNIGHT PRAGMATIC WORKS

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Presentation transcript:

DATA CLEANSING WITH SSIS BRIAN KNIGHT PRAGMATIC WORKS

ABOUT BRIAN Wasnt very good with girls Even Kermit the Frog founded a company All 13 still awaiting a publisher. BI Savvy or BI Curious? SQL Server MVP Founder of Pragmatic Works Author of 13 books Blogs at BIDN.com

TAKEAWAYS Profiling the data Cleansing and validating with scripts Fuzzy techniques

DATA PROFILING Retrieves metadata about your data Help identify data issues Uses an SSIS Data Profiling Task

Data Profiling Task

SCRIPTING IN SSIS Tasks Data Flow Source Transform Destination

CLEANSING USES IN SCRIPTING Advanced data cleansing Complex data validation Unusual data sources

Script Transform Demo

FUZZY TECHNIQUES De-duplicating data Fuzzy catches misspelt words or variants Fuzzy Grouping and Fuzzy Lookup

FUZZY GROUPING DEMO

THE END ALREADY? Questions