munging

Meanings

• Verb

  The act of preparing, modifying, or transforming data, often in a way that makes it easier to work with or understand.

  - "The data scientist munged the data to prepare it for analysis."
  - "Before we can run the query, we need to munge the data."

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Variants

List of all variants of munging that leads to same result
mug , mugged , muggee , muggees , mugging , muggings , mugs , mug up , mugged up , mugging up , mugs up

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Etymology

origin and the way in which meanings have changed throughout history.

The origin of the term 'munging' is unclear, but it may come from the Scottish word 'mung' meaning 'to mix' or 'to mash'. In the context of data analysis, it may have emerged from the idea of 'munging' or 'mashing' raw data into a more usable form.

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Trivia

Any details, considerations, events or pieces of information regarding the word

1. Munging is not a new concept. It has been used in data analysis since the 1960s.

2. The term 'munging' gained popularity in the 1990s with the rise of data mining and data warehousing.

3. Some data scientists argue that munging is an art as much as it is a science.

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Related Concepts

informations on related concepts or terms closely associated with the word. Discuss semantic fields or domains that the word belongs to

1. Data Cleaning: The process of identifying and correcting or removing errors, inconsistencies, and inaccuracies in data.

2. Data Transformation: The process of converting data from one format to another or modifying it to fit a specific requirement.

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Culture

Any cultural, historical, or symbolic significance of the word. Explore how the word has been used in literature, art, music, or other forms of expression.

Munging is an essential skill in data science and analytics. It involves cleaning, transforming, and preparing data for analysis. The process can be time-consuming but is crucial for ensuring accurate and reliable results. Munging is also used in other fields such as finance, marketing, and engineering.

How to Memorize "munging"

1. visualize
   

   - Imagine the process of cleaning and preparing a messy kitchen counter as an analogy for munging data.

2. associate
   

   - Associate the term 'munging' with the idea of transforming raw data into a more usable form.

3. mnemonics
   

   - Use the acronym 'MUNGE' to remember the steps involved in the munging process: 'M'odify, 'U'ndersample, 'N'ormalize, 'G'roup, and 'E'xtract.

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