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As a result, data analysis, data munging, cleaning, transforming and everything in between are now terms and jobs that every industry is familiar with — and data scientists of every stripe are in high demand.
Graunt's work was academically rigorous, scientific for its day and an impressive demonstration of data munging and data mining.
The missing element turned out to be data science and the use of scripting for data munging and the use of libraries like NumPy.
Interactive and device-agnostic tools and services facilitating such data munging and interrogation are necessary for the next generation of powerful analytics-driven modeling, prediction and decision-making.
Perl is often used as a glue language, tying together systems and interfaces that were not specifically designed to interoperate, and for "data munging", that is, converting or processing large amounts of data for tasks such as creating reports.
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By the way, if you needed to do all five years of Graunt's data wrangling, munging and analysis today, it would take you less time than you spent reading this article.
Data Wrangler [22] provides a suite of tools for manipulating and munging incongruent data.
Mimno takes issue with a New York Times article suggesting that there are lots of "data janitors" who "wrangle" or "munge" datasets before they can be usefully applied: Data carpentry probably has something to do with wishing I could make things like Carrie Roy, but I should start by saying what I don't like about the "data cleaning" or "janitor work" terms.
Sinister hacktivists flood computer servers with denial-of-service attacks, while old-fashioned spamming is blocked by address munging, "modifying one's e-mail address in such a way that computers can't read it but humans can".
Firefox personas, if you didn't know, allow you to theme the browser without munging up the placement of buttons or other browser elements.
Sequence reads having complete/repaired 6-base barcodes were processed by having their barcodes replicated four-fold by a process termed "munging".
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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