extrapolate data

USAGE SUMMARY

The phrase "extrapolate data" is correct and usable in written English.
It can be used when discussing the process of estimating or inferring unknown values based on known data points. Example: "In our research, we aim to extrapolate data from the existing studies to predict future trends in climate change."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

43 human-written examples

Studies of these populations, particularly the CRI group, are hampered by the relative mobility of these patients, the lack of stringent epidemiologic or clinical definitions, and the tendency to extrapolate data from hemodialysis populations into other clinical settings.

American Journal of Kidney Diseases

In this review, we extrapolate data from existing studies of epilepsy in SSA coupled with our own experience providing epilepsy care in the region to give an overview of the social landscape of this common, devastating condition.

Epilepsy & Behavior

An optimal irrigation scheduling was statistically developed based on crop response for a given salinity level to extrapolate data from the small experiment (uniform condition) to big field (non-uniformity condition) under the experiment constraints.

Agricultural Water Management

Unfortunately, the majority of therapeutic trials involving antiretroviral therapy, as well as antimicrobial chemoprophylaxis for AIDS-related opportunistic complications, have advanced age and/or concurrent end-organ disorders among main exclusion criteria, or the design of these studies does not allow to extrapolate data regarding older patients, compared with younger ones.

Ageing Research Reviews

Presently, for instance, the standards for buried GRP (Glass Fiber Reinforced Polymer Composites) pipes demand more than 10,000 h of creep tests in order to extrapolate data for two decades (in the time log scale) with a high level of confidence.

Composites Part A: Applied Science and Manufacturing

Historically, organizations have struggled to extrapolate data that drives more strategic contingent workforce decisions.

Forbes

Human-verified similar examples from authoritative sources

Similar Expressions

17 human-written examples

"They're extrapolating data from one situation to another.

The New York Times - Health

Previous estimates had extrapolated data from more limited studies.

The New York Times

There are clear limitations, however, on extrapolating data from Africa to New York.

The New York Times

Vandenbergh is cognizant of the difficulty of extrapolating data from rodents and lower animals to humans.

The New Yorker

The medical literature is filled with examples of mistakes made when medical experts extrapolated data from one group to another.

The New York Times

Expert writing Tips

Best practice

When using "extrapolate data", ensure your methodology is transparent and justifiable, as extrapolation inherently involves assumptions that could impact the accuracy of your conclusions.

Common error

Avoid using "extrapolate data" when the original dataset is too small or biased, as this can lead to unreliable or misleading results. Always acknowledge the limitations of your data and the potential for error.

Linguistic Context

The phrase "extrapolate data" functions as a verb phrase where "extrapolate" is the verb indicating the action of estimating or inferring, and "data" is the object, representing the information being extended. As Ludwig AI confirms, this is a correct and usable construction in English.

Expression frequency: Very common

Frequent in

Science

67%

News & Media

17%

Formal & Business

16%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "extrapolate data" is a grammatically correct and widely used expression that describes the process of inferring unknown values based on existing data. As Ludwig AI confirms, the phrase is both correct and usable. It is most commonly found in scientific and analytical contexts, though it also appears in news and business writing. When using this phrase, it's crucial to ensure transparency in your methodology and acknowledge the potential limitations of the data. Remember that extrapolation involves assumptions, and over-reliance on limited or biased data can lead to unreliable results. Therefore, use "extrapolate data" judiciously and consider supplementing it with other analytical methods to validate your conclusions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Infer data

Focuses on drawing conclusions based on reasoning from evidence, rather than extending known data points.

Derive data

Implies obtaining data through a process of reasoning or calculation from existing information.

Project data

Emphasizes forecasting future data points based on current trends and patterns.

Model data

Uses statistical models to predict outcomes beyond the observed data.

Estimate data

Highlights the approximate calculation of data when precise figures are unavailable.

Extend data

Suggests expanding the existing dataset, either in scope or time.

Generalize data

Involves drawing broad conclusions that apply to a wider population based on a sample dataset.

Compute data

Highlights the use of algorithms or computational methods to obtain data.

Calculate data

Focuses on the computational aspect of determining data values.

Approximate data

Emphasizes finding a value that is close to the correct answer, useful when exact figures are difficult to come by.

FAQs

How can I use "extrapolate data" in a sentence?

You can use "extrapolate data" to describe the process of estimating unknown data points based on existing data. For example, "Researchers used the available data to extrapolate future trends."

What does it mean to "extrapolate data"?

To "extrapolate data" means to estimate or infer values beyond the range of the original data set, typically by assuming that existing trends will continue.

Which is more appropriate: "extrapolate data" or "interpolate data"?

Use "extrapolate data" when estimating values beyond the known range. Use "interpolate data" when estimating values within the existing data range.

What are some limitations when you "extrapolate data"?

Limitations of "extrapolate data" include the potential for inaccurate predictions if underlying trends change or if the original data is not representative. Consider using additional methods to strengthen your prediction.