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But he also saw that a lack of urgency, of financial discipline, and of data discipline permeated the culture.
Finance is no longer a small data discipline.
An example could be a prescription to develop a discrete field and data discipline to identify smokers in the practice.
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Why it matters: This success could propel fields like ecology, zoology, and biology to become "big data" disciplines.
Recent breakthroughs in high-throughput genomic and biomedical data are transforming biological sciences into "big data" disciplines.
Just 10 years ago, finance was a small-data discipline.
Completed in 2003 at a cost of $3 billion, the Human Genome Project has now spawned a range of technologies -- from tailored drug therapies for cancer to preventative testing to the new big-data discipline of bioinformatics -- which not only are generating jobs, but which hold the promise of dramatically reducing health care costs.
Ground workers have sued the airline over its use of government screening data to discipline employees.
To do so, they must design people, processes, systems, and data that discipline their core operations.
Moreover, Southwest and its union representing ground workers have yet to settle a lawsuit over Southwest's use of government employee-screening data to discipline and even fire some workers.
Getting the data takes discipline and investment, but the return on investment for a 0.5% reduction in TWR is not only measurable, it's likely to be huge.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com