--- title: "Meaning & Key Takeaway of: If I see something that seems out of sync…" description: "\"If I see something that seems out of sync with what's already known, the first thing I do is try to find out what's wrong with the data. Once you've do..." image: "https://sms4smile.com/quotes/i/774/heidi-hammel-9437_data_if-i-see-something-that-seems-out-of-syn_1051997.jpg" --- # If I see something that seems out of sync with what's… ![“If I see something that seems out of sync with what's already known, the first thing I do is try to find out what's wrong with the data. Once you've done that, and it still seems wrong, that's when things get interesting. It means you've found something new to understand.” quote by Heidi Hammel](https://sms4smile.com/quotes/i/774/heidi-hammel-9437_data_if-i-see-something-that-seems-out-of-syn_1051997.jpg) [Download](https://sms4smile.com/quotes/i/774/heidi-hammel-9437_data_if-i-see-something-that-seems-out-of-syn_1051997.jpg) [Open image](https://sms4smile.com/quotes/i/774/heidi-hammel-9437_data_if-i-see-something-that-seems-out-of-syn_1051997.jpg) > “If I see something that seems out of sync with what's already known, the first thing I do is try to find out what's wrong with the data. Once you've done that, and it still seems wrong, that's when things get interesting. It means you've found something new to understand.” [Heidi Hammel](https://sms4smile.com/quotes/author/heidi-hammel/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. When observations conflict with existing knowledge, first verify the data; if the conflict persists, it signals a novel discovery. **In simple terms:** Check data first; if still odd, it's a new insight. Key Takeaway Validate data, then explore anomalies. Themes curiosity analysis discovery science Mood inquisitive analytical Type observational exploratory When to use this quote - quality control - academic research - product development - troubleshooting Key Concepts data validation anomaly detection research methodology Questions to Reflect On - What assumptions are you making about the data? - How do you decide when an anomaly is worth investigating? 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Lowe](https://sms4smile.com/quotes/author/michelle-e-lowe/) ## More by Heidi Hammel > [Even after years of observing, a new picture of Uranus from Keck Observatory can stop me in my tracks and make me say, 'Wow!'](https://sms4smile.com/quotes/heidi-hammel/even-after-years-of-observing-a-new-picture-of-uranus-from-keck/) [Heidi Hammel](https://sms4smile.com/quotes/author/heidi-hammel/) > [When I first heard that a comet was going to hit Jupiter, my reaction was, 'Eh. So what? Jupiter's huge. Comets are small. 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