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About:

I use SQL to scrub large data sets so they are easier to work with and then create visualizations to display the information.

Data Scrubbing - customer data to be captured inconsistently 

(e.g. parts of addresses are missing).These issues can cause big problems down stream when trying to 

use Excel formulas or other more advanced analytics.  Let me get your data in good 

shape so it's easy to work with and ready for more advanced analytics. 

 I'm also happy to provide consulting services on best practices for capturing data 

to prevent database discrepancies.

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