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Data Quality

The Messy Garage (When Clutter Holds You Back)

The Problem

Your data platform looks like a messy garage. Expired ETL jobs from 2019 still running—like tools you haven't touched in years. Datasets nobody remembers building, piled like boxes labeled "misc stuff." Duplicate tables with names like "customer_v2," "customer_final," "customer_FINAL2"—like having three sets of wrenches because you can't find the first two. Dashboard folders 12 levels deep. Every time you need something, you have to search through the clutter. New projects take forever because you can't find existing work—easier to just rebuild it. Team morale tanks because navigating the mess is exhausting. It's like trying to fix a car in a garage where half the tools are broken, everything's buried under junk, and you spend more time searching than working. The clutter isn't just messy—it's slowing down everything you do.

The Principle

Clean the garage. Manufacturing plants run "5S" programs (Sort, Set in order, Shine, Standardize, Sustain)—regular cleanup cycles to eliminate waste. Apply same to your data platform. Monthly cleanup ...

Action Steps

1.Step 1 content...

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