Wrangle: meaning, definitions and examples

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wrangle

 

[ หˆrรฆล‹ษกl ]

Verb
Context #1 | Verb

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:

๐Ÿ‡ต๐Ÿ‡น manipular

๐Ÿ‡ฎ๐Ÿ‡ณ เคธเค‚เคญเคพเคฒเคจเคพ

๐Ÿ‡ฉ๐Ÿ‡ช manipulieren

๐Ÿ‡ฎ๐Ÿ‡ฉ mengolah

๐Ÿ‡บ๐Ÿ‡ฆ ะพะฑั€ะพะฑะปัั‚ะธ

๐Ÿ‡ต๐Ÿ‡ฑ manipulowaฤ‡

๐Ÿ‡ฏ๐Ÿ‡ต ๆ“ไฝœใ™ใ‚‹

๐Ÿ‡ซ๐Ÿ‡ท manipuler

๐Ÿ‡ช๐Ÿ‡ธ manipular

๐Ÿ‡น๐Ÿ‡ท iลŸlemek

๐Ÿ‡ฐ๐Ÿ‡ท ์กฐ์ž‘ํ•˜๋‹ค

๐Ÿ‡ธ๐Ÿ‡ฆ ุงู„ุชู„ุงุนุจ ุจู€

๐Ÿ‡จ๐Ÿ‡ฟ manipulovat

๐Ÿ‡ธ๐Ÿ‡ฐ manipulovaลฅ

๐Ÿ‡จ๐Ÿ‡ณ ๅค„็†

๐Ÿ‡ธ๐Ÿ‡ฎ manipulirati

๐Ÿ‡ฎ๐Ÿ‡ธ stรฝra

๐Ÿ‡ฐ๐Ÿ‡ฟ ะฑะฐัา›ะฐั€ัƒ

๐Ÿ‡ฌ๐Ÿ‡ช แƒ›แƒ”แƒœแƒ”แƒฏแƒ›แƒ”แƒœแƒขแƒ˜

๐Ÿ‡ฆ๐Ÿ‡ฟ idarษ™ etmษ™k

๐Ÿ‡ฒ๐Ÿ‡ฝ manipular

Word origin

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.

Word Frequency Rank

At rank #28,104, this word represents specialized academic or technical vocabulary. It's less frequently encountered but may be valuable in specific contexts.