Data Quote by Thomas Huxley
“Mathematics may be compared to a mill of exquisite workmanship, which grinds you stuff of any degree of fineness; but, nevertheless, what you get out depends upon what you put in; and as the grandest mill in the world will not extract wheat-flour from peascods, so pages of formulae will not get a definite result out of loose data.”
About This Quote
Source Book: Essays on Scientific Method, 1865
The quality of results from mathematics depends on the quality of input data; a perfect tool cannot produce good outcomes from poor material.
In simple terms: Good data is needed for good results.
Key Takeaway
Ensure data quality before analysis.
Themes
science
methodology
precision
limitations
Mood
analytical
cautious
Type
scientific
educational
When to use this quote
- research projects
- engineering calculations
- financial modeling
- policy analysis
Key Concepts
data integrity
analytical rigor
Questions to Reflect On
- What data do you trust?
- How can you improve data collection?
A Different Perspective
Even the best methods fail with bad data.
![“Perhaps no order of mammals presents us with so extraordinary a series of gradations as this [step by step, from humans to apes to monkeys to lemurs] - leading us insensibly from the crown and summit of the animal creation down to creatures, from which there is but a step, as it seems, to the…” quote by Thomas Huxley](https://sms4smile.com/quotes/img-quotes/f0b/thomas-huxley-1183_animal_perhaps-no-order-of-mammals-presents-us_3051.jpg)
![“[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)
