Wrangle: meaning, definitions and examples
๐
wrangle
[หrรฆลษกl ]
Definition
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.
Interesting Facts
Etymology
- The word comes from the Middle English word 'wranglen', which means to quarrel or struggle.
- Rooted in the Old Norse word 'wrangla', it originally referred to having a dispute or a noisy argument.
- The meaning has evolved over time to include managing complex situations, not just fighting.
Pop Culture
- In various films, characters often find themselves wrangling over resources or decisions, adding drama to the storyline.
- The phrase 'wrangling with the law' appears in many detective stories, suggesting legal battles.
- Reality TV shows often feature contestants wrangling over challenges, creating memorable conflicts.
Science
- Animal wrangling is a real practice in veterinary science where professionals handle and secure animals for health checks.
- Wrangling data is common in data science, where analysts organize and clean data sets for better analysis.
- In environmental science, wrangling is used to describe the process of managing teams to address complex ecological issues.
Literature
- In classic literature, characters often engage in wrangling dialogues, showcasing their conflicting desires and motivations.
- Newspaper articles and essays may use wrangling to discuss political debates where different opinions clash.
- Poets sometimes use the idea of wrangling in their works to symbolize inner turmoil or societal struggles.
Psychology
- People often wrangle with their thoughts, particularly when faced with difficult decisions or emotions.
- Conflict resolution strategies frequently arise from understanding how people wrangle in personal and professional relationships.
- Groups often experience 'group wrangling' when members argue over the direction of a project.
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