Data Teams Are Not Service Teams

Over time, a lot of data teams drift into a pattern that’s hard to break out of. They become ticket takers, constantly responding to requests, pulling data for one-off questions, fixing dashboards, and explaining why numbers don’t match. It feels helpful at first. But eventually, the work starts to pile up, context starts to disappear, and the team is mostly reacting instead of building anything meaningful. The service model becomes the default, and that’s a …

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Why You Shouldn’t Query Raw Data—And When It Makes Sense

I was recently asked why it’s not advisable to query raw data directly. The question caught me off guard at first, but it made me think deeply. Raw data is often viewed as the foundation of analytics, yet querying it without proper processing can lead to inefficiencies, inconsistencies, and potential misinterpretations. In this post, I’ll attempt to explain why querying raw data should generally be avoided, when it’s necessary to do so, and best practices …

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How did Will Power win 2022 IndyCar Championship

If you are like me who was still left with questions yesterday on how Will Power eventually ended up winning the 2022 IndyCar Championship, then I have some answers for you. Why is that even a question, you might ask, after all Will Power did drive superbly over the season. He did indeed, but with only 1 win out of 17 races, it rather looks quite odd, and especially that the most number of race …

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