Data Quote by Heidi Hammel
“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.”
About This Quote
Source Interview: Data Science Podcast, 2023
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?
A Different Perspective
Data may be flawed; not all anomalies are meaningful.
![“[Brazil] went to the UN and said, "We need new standards for this." We need to take a look at what they're calling "data sovereignty."” quote by Edward Snowden](https://sms4smile.com/quotes/img-quotes/af7/edward-snowden-555_brazil_brazil-went-to-the-un-and-said-we-need-n_14906.jpg)
