data point
C1Formal, Technical, Academic, Business
Definition
Meaning
A single piece of information or measurement, often represented as a value or coordinate, used in analysis or to build a dataset.
A specific observation, fact, or statistic that contributes to a larger body of information; a discrete unit of data within a dataset, chart, or model.
Linguistics
Semantic Notes
A data point is inherently individual but derives its meaning and usefulness from its context within a larger collection (dataset). It is often quantitative but can also be qualitative (e.g., a coded interview response).
Dialectal Variation
British vs American Usage
Differences
No significant lexical or syntactic differences. Usage is identical across both varieties.
Connotations
Neutral technical term in both. No notable connotative differences.
Frequency
Equally common in technical, academic, and business contexts in both regions.
Vocabulary
Collocations
Grammar
Valency Patterns
[Verb] + data point: collect/analyse/plot/ignore a data pointData point + [Prepositional Phrase]: a data point in a set/chart/surveyData point + [Verbal Phrase]: a data point indicating/suggesting/showingVocabulary
Synonyms
Strong
Neutral
Weak
Vocabulary
Antonyms
Phrases
Idioms & Phrases
- “a data point in time”
- “connect the data points”
Usage
Context Usage
Business
A specific metric (e.g., daily sales, customer satisfaction score) used for performance tracking and decision-making.
Academic
A single result from an experiment, a response in a survey, or a coordinate on a graph used for analysis.
Everyday
Used metaphorically or in simplified contexts, e.g., 'That anecdote is just one data point; we need more evidence.'
Technical
A precise, often numerical, entry in a database, spreadsheet, or the plotted coordinate on a chart in fields like statistics, data science, and engineering.
Examples
By Part of Speech
verb
British English
- The software allows you to data-point specific anomalies for review.
American English
- We need to data-point each customer interaction in the log.
adjective
British English
- The data-point analysis revealed a clustering pattern.
American English
- Ensure the data-point accuracy is verified before modelling.
Examples
By CEFR Level
- The graph has one red data point.
- Each answer in the survey is a separate data point.
- A single data point is not enough to prove a trend; you need to look at the whole dataset.
- The outlier data point was excluded from the final regression analysis after rigorous validation.
Learning
Memory Aids
Mnemonic
Think of a single dot on a scatter plot. That dot is one DATA POINT—a lone fact in a sea of information.
Conceptual Metaphor
DATA POINTS ARE BUILDING BLOCKS (of a dataset/conclusion). DATA POINTS ARE ISLANDS (in a sea of information).
Watch out
Common Pitfalls
Translation Traps (for Russian speakers)
- Avoid translating as 'точка данных' in a spatial/physical sense. The Russian equivalent is often 'единица данных', 'отдельное наблюдение', or 'значение'.
Common Mistakes
- Using it as a mass noun (e.g., 'We have a lot of data point' – should be 'data points').
- Confusing 'data point' (individual item) with 'dataset' (the entire collection).
Practice
Quiz
What is the best definition of a 'data point' in a statistical context?
FAQ
Frequently Asked Questions
It is most commonly written as two separate words ('data point'), though the closed compound 'datapoint' is also sometimes used, particularly in technical writing.
Yes. While often numerical, a data point can be any discrete unit of information, such as a coded category, a text response, or a binary (yes/no) value.
The plural is 'data points'. 'Data' is already a plural noun (of datum), but in modern English, 'data' is often treated as a mass noun. In the phrase 'data point', 'data' functions attributively, so the plural is formed on 'point'.
They are largely synonymous. 'Datum' is the traditional, formal singular of 'data' but is now rare. 'Data point' is the far more common term for a single item of data and emphasises its role as a discrete unit within a larger analytical framework.