based on extrapolations from

USAGE SUMMARY

The phrase "based on extrapolations from" is correct and usable in written English.
It can be used when discussing conclusions or predictions that are derived from data or trends observed in a particular context. Example: "The report's findings are based on extrapolations from the previous year's sales data."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

30 human-written examples

Based on extrapolations from existing data, one would expect 18 cases of pituitary apoplexy per one million people every year; the actual figure is probably lower.

Wikipedia

On the other hand, he cautioned, the cytokine hypothesis is based on extrapolations from other data and animal studies.

The New York Times - Health

Yet few of those who quote the figures know that they are largely based on extrapolations from the 2001 census.

The Guardian

All of them are limited by the fact that they're necessarily based on extrapolations from current consumer and network behavior, rather than empirical data.

The New Yorker

The conclusions in the new study, by three public health researchers — Amber Peterman of the International Food Policy Research Institute, Tia Palermo of Stony Brook University and Caryn Bredenkamp of the World Bank — are based on extrapolations from a household survey done in 2007 of 3,436 Congolese women nationwide.

The New York Times

In 2014, recommendations are still based on extrapolations from observational or physiological studies, but not on evidence.

Annals of Intensive Care

Human-verified similar examples from authoritative sources

Similar Expressions

29 human-written examples

About 450,000 do so in Europe based on extrapolation from population-based incidence estimates [ 15].

Critical Care

Quantitative forecasting, an approach based on extrapolation from historical data, was another method (I05) no longer used.

European Journal of Futures Research

A more optimistic cost number would be about $10 billion per person using the current model based on extrapolation from moon landings, he said.

TechCrunch

A capacity estimation method that was based on extrapolation from a fundamental diagram which represented the relationship between traffic flow and density was used.

Journal of Transportation Systems Engineering and Information Technology

Despite no proven benefit, adjuvant chemotherapy remains the standard of care in the United States based on extrapolation from colon cancer trials.

Seminars in Colon and Rectal Surgery

Expert writing Tips

Best practice

When using "based on extrapolations from", ensure that the source data and the method of extrapolation are clearly identified to enhance the credibility of your statement.

Common error

Avoid presenting conclusions "based on extrapolations from" as definitive facts. Acknowledge the inherent uncertainty in extrapolations and present them as estimations or projections rather than absolute truths.

Linguistic Context

The phrase "based on extrapolations from" functions as a prepositional phrase that modifies a noun or clause, indicating the foundation or justification for a statement or conclusion. Ludwig AI shows that this phrase is commonly used to attribute findings to a specific method of analysis.

Expression frequency: Common

Frequent in

Science

65%

News & Media

25%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "based on extrapolations from" is a common and grammatically correct way to indicate that a conclusion or statement is derived from existing data or trends, particularly in scientific and analytical contexts. Ludwig AI confirms that this phrase is frequently used to provide a rationale for a claim, and due to its prevalence in both academic and news sources, the phrase presents itself as a sound option when discussing conclusions derived from data analysis. It's important to use this phrase judiciously, ensuring that the source data and the extrapolation method are clearly identified and to avoid overstating the certainty of the conclusions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

derived from projections based on

Replaces "extrapolations" with "projections" and uses "derived" instead of "based", emphasizing the predictive aspect.

informed by estimates from

Substitutes "extrapolations" with "estimates" and uses "informed by" to convey influence rather than direct derivation.

concluded from inferences drawn from

Uses "inferences" instead of "extrapolations" and highlights the process of drawing conclusions.

determined through deduction from

Emphasizes a deductive reasoning process in arriving at a conclusion.

inferred from trends observed in

Focuses on identifying trends as the basis for inference.

predicted using patterns from

Highlights the predictive nature of the analysis, using "patterns" instead of "extrapolations".

calculated from data obtained from

Emphasizes the quantitative aspect of the analysis, focusing on calculations from data.

assessed from indicators derived from

Uses "indicators" to represent the basis for assessment.

estimated based on insights from

Focuses on "insights" as the source of the estimation, suggesting a more qualitative approach.

forecasted on the basis of analyses of

Emphasizes forecasting and analysis as the underlying methods.

FAQs

How can I use "based on extrapolations from" in a sentence?

You can use "based on extrapolations from" to indicate that a conclusion or prediction is derived from existing data or trends. For example, "The sales forecast is "based on extrapolations from" last quarter's performance."

What are some alternatives to "based on extrapolations from"?

Alternatives include "derived from projections based on", "informed by estimates from", or "concluded from inferences drawn from". The best choice depends on the specific context and nuance you want to convey.

Is it appropriate to use "based on extrapolations from" in formal writing?

Yes, "based on extrapolations from" is suitable for formal writing, particularly in scientific, academic, and business contexts where data analysis and forecasting are common.

What does it mean when a conclusion is "based on extrapolations from" data?

It means the conclusion is reached by extending known data or trends into areas that are not directly observed. This involves making assumptions about the continuation of patterns and should be interpreted with an understanding of potential uncertainties.