based on statistics from

USAGE SUMMARY

The phrase "based on statistics from" is correct and usable in written English.
It is generally used when citing an authoritative source for data or facts. For example, "The study found that 66% of people prefer chocolate ice cream, based on statistics from the National Ice Cream Survey."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

35 human-written examples

The rationale for this categorization is based on income in relation to the median income in Sweden which roughly corresponds to these levels based on statistics from Statistics Sweden: www.scb.se.se

Alcohol and Alcoholism

By the end of their studies, based on statistics from RAINN (Rape, Abuse & Incest National Network), about 2,000 students—roughly one in seven will experience some form of sexual assault by graduation.

Vice

The bonuses awarded this month are based on statistics from 1995-1996 to 1997-1998.

The New York Times

"In other words," Twenge wrote, "millions of women are being told when to get pregnant based on statistics from a time before electricity, antibiotics, or fertility treatment".

The Guardian

The Center for Responsible Lending's report is based on statistics from McDash Analytics, which compiled data on about 1.7 million loans made in 2004, 2005 and 2006.

The New York Times

In other words, millions of women are being told when to get pregnant based on statistics from a time before electricity, antibiotics or fertility treatment.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

24 human-written examples

The biological variation and evolutionary diversity of various properties of miRNA hairpins were captured in a likelihood score L, based on statistics derived from accurately fitted (generally skewed normal) distributions of hairpin characteristics derived from known miRNA hairpins.

BMC Genomics

Based on statistics downloaded from the UNESCO Institute for Statistics (http://data.uis.unesco.org/Index.aspx?queryid = 169) in January 2016.

IZA Journal of Development and Migration

Dalton et al. developed a body senor network (BSN) that can monitor and detect epileptic seizures based on statistics extracted from time-domain signals[16].

EURASIP Journal on Advances in Signal Processing

Based on hidden Markov models, the named entity tagging feature uses text chunking and n-gram models to make predictions about entities based on statistics gathered from training.

BMC Medical Research Methodology

The water withdrawn for sectoral use is given per catchment and per sector (Fig.  5a, based on statistics obtained from CSO 2011).

Environmental Management

Expert writing Tips

Best practice

When using "based on statistics from", ensure the source is credible and clearly cited to maintain transparency and trustworthiness.

Common error

Avoid using "based on statistics from" without checking the recency and relevance of the data. Outdated statistics can lead to inaccurate conclusions.

Linguistic Context

The phrase "based on statistics from" functions as a prepositional phrase that introduces the evidentiary foundation for a claim or statement. Ludwig AI confirms its grammatical correctness and usability in diverse contexts.

Expression frequency: Common

Frequent in

Science

42%

News & Media

42%

Formal & Business

16%

Less common in

Reference

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

The phrase "based on statistics from" is a grammatically correct and commonly used prepositional phrase that lends authority to statements by citing statistical data sources. Ludwig AI analysis shows its prevalence in scientific, news, and formal business contexts. To use it effectively, always cite credible sources, ensure data is current, and consider alternatives like "according to data from" for nuanced expression. Remember that outdated or irrelevant data undermines the credibility of your claims.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to data from

Changes the focus to the data itself as the source, rather than statistical analysis.

drawing on statistics from

Implies a more active process of selecting and using specific statistics.

utilizing statistical data from

Highlights the use of data, emphasizing its statistical nature.

informed by statistical records from

Suggests that the information is influenced by, but not solely based on, statistical records.

relying on figures from

Similar to "according to", but focuses specifically on numerical figures.

as per statistics provided by

A more formal alternative, often used in official reports.

grounded in statistical evidence from

Emphasizes the evidence-based nature of the information.

with reference to statistical details from

Highlights the action of consulting statistical details.

deriving from statistical analyses by

Focuses on the derivation of insights from statistical analyses.

stemming from statistical insights of

Emphasizes the origin of the information and the source.

FAQs

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

You can use "based on statistics from" to introduce information that is derived from statistical data provided by a particular source. For example, "The company's growth forecast is "based on statistics from" a recent market survey".

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

Alternatives include "according to data from", "drawing on statistics from", or "utilizing statistical data from", depending on the specific nuance you want to convey. Each phrase slightly shifts the emphasis, as clarified in the related phrases section.

Which is correct, "based on statistics from" or "based off statistics from"?

"Based on statistics from" is the correct and more widely accepted phrase. "Based off statistics from" is less common and can sound informal.

What information should I include when using "based on statistics from"?

Always include the source of the statistics and, if possible, the year or period the statistics cover. This provides context and allows readers to assess the reliability and relevance of the data.