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Wrangled Meaning: Definition, Examples, and Translations

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wrangled

[หˆrรฆล‹ษกษ™ld ]

Definition

Context #1 | Verb

data management

To wrangle means to organize or manipulate data or information into a more useful format. This process often involves cleaning, sorting, and restructuring data to facilitate easier analysis or interpretation. It is commonly used in fields such as data science, where large datasets need to be prepared for analysis. The term can also imply handling complex tasks or situations that require skillful maneuvering to achieve the desired outcome.

Synonyms

arrange, handle, manage, organize, sort.

Examples of usage

  • She wrangled the data into a presentable format.
  • The team spent days wrangling the information for the report.
  • He was able to wrangle different perspectives into a cohesive argument.
  • They had to wrangle with several issues before finalizing the project.

Translations

To see the translation, please select a language from the options available.

Interesting Facts

Pop Culture

  • The term appears frequently in Western films where cowboys wrestle with unruly horses or cattle, emphasizing the ruggedness of ranch life.
  • In modern usage, 'wrangled' is often found in political discussions, where officials 'wrangle' over policy details or budget disagreements.
  • Television shows about office dynamics sometimes refer to colleagues 'wrangling' about tasks or leadership, showcasing the challenges of teamwork.

Psychology

  • The act of wrangling can evoke stress, as it often involves navigating conflicts in personal or professional life.
  • Cognitive dissonance arises when individuals 'wrangle' their thoughts and beliefs, leading to an internal struggle to reconcile differing views.
  • Managing emotions during a 'wrangle' can impact mental health, as unresolved disputes can lead to anxiety or frustration.

Literature

  • Famous literary characters often face 'wrangles' as they navigate conflicts, showcasing themes of resolution or personal growth.
  • William Shakespeare often depicted 'wrangling' in his plays, using arguments and disputes to explore deeper human emotions and relationships.
  • Contemporary novels frequently use 'wrangling' as a metaphor for life's challenges, where characters struggle to find harmony or closure.

Science

  • In scientific discussions, researchers may 'wrangle' over data interpretations, emphasizing the complexity of analysis and peer review.
  • Data wrangling is a crucial part of data science, referring to cleaning and organizing messy datasets before they can be analyzed.
  • Environmental scientists often 'wrangle' with conflicting information on climate change, indicating the challenges of consensus in scientific communities.

Origin of 'wrangled'

Main points about word origin

  • The term 'wrangle' dates back to the late 16th century, originating from the Middle English word 'wranglen', which meant to dispute or quarrel.
  • In older English, 'wrangle' was closely associated with the term 'wrang', meaning to twist or turn, reflecting the complex nature of arguments.
  • The word has connections to the Old Norse word 'vrangr', meaning 'crooked' or 'wrong', which highlights the idea of something being not straightforward.

The word 'wrangle' has its origins in the 16th century, derived from the Middle English 'wranglen', which means to quarrel or argue. Its earliest meanings were closely associated with disputes or altercations, likely influenced by the related word 'wrangle', which signified a noisy or prolonged dispute. Over time, the term evolved, and by the 19th century, it began to take on meanings related to data manipulation and organization, especially in the context of agriculture and livestock management, where wrangling referred to the handling and management of animals. In the contemporary context, the term is widely used in data science and programming disciplines to describe the process of cleaning and reshaping data, illustrating its transition from its original quarrelsome connotations to a more constructive and analytical usage.

Word Frequency Rank

Ranking #35,114, this word is encountered relatively rarely in everyday English. It might appear in literary works or specialized texts but isn't essential for general communication.