Wrangle: meaning, definitions and examples
๐
wrangle
[ หrรฆลษกl ]
data manipulation
To wrangle means to manipulate or organize data in order to make it more useful or understandable. This term is often used in data science and analysis when discussing the process of cleaning and transforming raw data into a structured format. Wrangling can involve tasks such as removing outliers, converting data types, or merging datasets. It is an essential step in preparing data for analysis or visualization, ensuring that the information is accurate and relevant to the questions being asked.
Synonyms
handle, manipulate, organize, transform.
Examples of usage
- I spent the whole day to wrangle the messy dataset.
- Data scientists often wrangle large amounts of information before analysis.
- The first step was to wrangle the survey responses into a clean format.
- Before we can analyze the results, we need to wrangle the data correctly.
Translations
Translations of the word "wrangle" in other languages:
๐ต๐น manipular
๐ฎ๐ณ เคธเคเคญเคพเคฒเคจเคพ
๐ฉ๐ช manipulieren
๐ฎ๐ฉ mengolah
๐บ๐ฆ ะพะฑัะพะฑะปััะธ
๐ต๐ฑ manipulowaฤ
๐ฏ๐ต ๆไฝใใ
๐ซ๐ท manipuler
๐ช๐ธ manipular
๐น๐ท iลlemek
๐ฐ๐ท ์กฐ์ํ๋ค
๐ธ๐ฆ ุงูุชูุงุนุจ ุจู
๐จ๐ฟ manipulovat
๐ธ๐ฐ manipulovaลฅ
๐จ๐ณ ๅค็
๐ธ๐ฎ manipulirati
๐ฎ๐ธ stรฝra
๐ฐ๐ฟ ะฑะฐัาะฐัั
๐ฌ๐ช แแแแแฏแแแแขแ
๐ฆ๐ฟ idarษ etmษk
๐ฒ๐ฝ manipular
Etymology
The word 'wrangle' originated from the Middle English term 'wrengen' which meant to twist or bend. It can be traced back to the Old English word 'wringan' which conveyed the idea of twisting or turning something, also related to the Old Norse 'hringa' meaning to ring or to encircle. Over the centuries, the term evolved to also include connotations of arguing or dispute, reflecting its usage in contexts where people might wrangle over opinions or disagreements. In contemporary language, particularly in technical fields like data science, wrangle has taken on a more specialized meaning, focusing on the processes of sorting and organizing data. The evolution of this word highlights the dynamic nature of language and how words can shift in meaning and usage over time, adapting to new contexts and practices.