Variability: meaning, definitions and examples

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variability

 

[หŒver.i.ษ™หˆbษชl.ษ™.ti ]

Definitions

Context #1 | Noun

statistical analysis

The extent to which data points in a statistical distribution differ from the mean value. Variability is a measure of dispersion or spread of data points around the mean.

Synonyms

diversity, fluctuation, variableness.

Examples of usage

  • The variability of the data set was quite high, indicating a wide range of values.
  • Understanding the variability in the data is crucial for making accurate predictions.
Context #2 | Noun

biology

The tendency of individuals in a population to differ from one another. Variability within a population can be influenced by genetic diversity and environmental factors.

Synonyms

diversity, heterogeneity, variation.

Examples of usage

  • Genetic variability is important for the survival of a species in changing environments.
  • The study aimed to explore the variability in gene expression among different cell types.
Context #3 | Noun

software development

The capability of a system or process to adapt to changing requirements or conditions. Variability in software design allows for customization and flexibility.

Synonyms

adaptability, customizability, flexibility.

Examples of usage

  • The software framework was designed with built-in variability to accommodate diverse user needs.
  • Developers need to consider variability in user preferences when designing mobile applications.

Interesting Facts

Etymology

  • The word comes from the Latin 'variabilis', meaning 'able to change'.
  • The root 'vari-' means 'to change', and can be found in other words like 'variety' and 'vary'.
  • Evolved into English usage in the early 16th century, indicating a state of being changeable.

Science

  • In statistics, variability refers to how much numbers diverge from the average, which helps in understanding data sets.
  • Ecological studies often use variability to describe differences in species populations, indicating ecosystem health.
  • Weather scientists analyze variability to predict storms and climate trends, showcasing nature's unpredictability.

Psychology

  • Human behavior exhibits variability, influencing personality assessments and psychological studies.
  • Therapist approaches often adapt to the variability in clients' needs and reactions over time.
  • Cognitive variability in learning styles can inform teaching methods tailored to different students.

Arts and Literature

  • Artists embrace variability in their work, using different techniques and mediums to express unique views.
  • In literature, characters often undergo variability, showcasing growth or change throughout the story.
  • Musical compositions frequently explore variability through dynamics and tempo changes, enhancing expression.

Technology

  • Software development employs variability to create adaptable systems that meet diverse user needs.
  • In machine learning, variability helps algorithms improve by learning from different data inputs.
  • Gaming utilizes variability in levels and storylines, keeping players engaged with unexpected twists.

Translations

Translations of the word "variability" in other languages:

๐Ÿ‡ต๐Ÿ‡น variabilidade

๐Ÿ‡ฎ๐Ÿ‡ณ เคชเคฐเคฟเคตเคฐเฅเคคเคจเคถเฅ€เคฒเคคเคพ

๐Ÿ‡ฉ๐Ÿ‡ช Variabilitรคt

๐Ÿ‡ฎ๐Ÿ‡ฉ variabilitas

๐Ÿ‡บ๐Ÿ‡ฆ ะฒะฐั€ั–ะฐะฑะตะปัŒะฝั–ัั‚ัŒ

๐Ÿ‡ต๐Ÿ‡ฑ zmiennoล›ฤ‡

๐Ÿ‡ฏ๐Ÿ‡ต ๅค‰ๅ‹•ๆ€ง

๐Ÿ‡ซ๐Ÿ‡ท variabilitรฉ

๐Ÿ‡ช๐Ÿ‡ธ variabilidad

๐Ÿ‡น๐Ÿ‡ท deฤŸiลŸkenlik

๐Ÿ‡ฐ๐Ÿ‡ท ๋ณ€๋™์„ฑ

๐Ÿ‡ธ๐Ÿ‡ฆ ุชุบูŠุฑ

๐Ÿ‡จ๐Ÿ‡ฟ variabilita

๐Ÿ‡ธ๐Ÿ‡ฐ variabilita

๐Ÿ‡จ๐Ÿ‡ณ ๅ˜ๅผ‚ๆ€ง

๐Ÿ‡ธ๐Ÿ‡ฎ variabilnost

๐Ÿ‡ฎ๐Ÿ‡ธ breytileiki

๐Ÿ‡ฐ๐Ÿ‡ฟ ำฉะทะณะตั€ะณั–ัˆั‚ั–ะบ

๐Ÿ‡ฌ๐Ÿ‡ช แƒชแƒ•แƒšแƒ˜แƒšแƒ”แƒ‘แƒ˜แƒก แƒฃแƒœแƒแƒ แƒ˜

๐Ÿ‡ฆ๐Ÿ‡ฟ dษ™yiลŸkษ™nlik

๐Ÿ‡ฒ๐Ÿ‡ฝ variabilidad

Word Frequency Rank

At #5,668 in frequency, this word belongs to advanced vocabulary. It's less common than core vocabulary but important for sophisticated expression.