according to statistics

USAGE SUMMARY

The phrase "according to statistics" is correct and usable in written English.
You can use it when you want to emphasize that the following information is based on facts and data. For example: According to statistics, the majority of students prefer online classes over in-person classes.

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

47 human-written examples

Diller and Scofidio | Architects According to statistics, most marriages fail.

The New York Times

That is, at least according to statistics from the National Highway Traffic Safety Administration.

The New York Times

In 1998 it was 40-1, according to statistics Ms. Wu and Mr. Chen collected.

The New York Times - Books

According to statistics distributed at ringside, Mosley, from Pomona, Calif., outpunched his challenger by 144-71.

The New York Times - Sports

In my experience, and according to statistics, anxiety on both sides remains.

The Guardian - Opinion

Between 1789 and 1970, according to statistics in an article by Profs.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

13 human-written examples

bNovember 1st 2013 according to Statistics Sweden Statistics Swedenn. Befolkningsstatistik [Vital statistics].

BMC Public Health

Prices soared 41 percent from January 2007 through September this year, according to Statistics Iceland.

The New York Times

According to Statistics Canada, consumer prices rose 4.5percentt in the 12 months ended Jan . 31

The New York Times

About 1.6 million Canadians identify themselves as Anglican, according to Statistics Canada.

The Guardian

LAY OF THE LAND POPULATION 23,880, according to Statistics Canada.

The New York Times - Travel

Expert writing Tips

Best practice

When using "according to statistics", ensure the statistics are from a reputable source to maintain credibility.

Common error

Avoid overstating or misinterpreting statistical data to support a claim; always provide context and acknowledge limitations.

Linguistic Context

The phrase "according to statistics" functions as an introductory phrase. It serves to attribute a statement or claim to statistical data, lending it credibility. As Ludwig AI points out, the phrase is correct and usable in written English to emphasize that the following information is based on facts and data.

Expression frequency: Very common

Frequent in

News & Media

50%

Science

30%

Formal & Business

10%

Less common in

Wiki

5%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "according to statistics" is a widely used and grammatically correct phrase to introduce data-backed statements. Ludwig AI confirms its appropriateness in emphasizing factual information. While commonly found in News & Media, Science, and Formal & Business contexts, it is less prevalent in informal settings. To ensure credibility, cite reputable sources and avoid misrepresenting the data. Alternatives include "based on statistical data" and "statistically speaking". Always use data accurately and responsibly.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on statistical data

Emphasizes the foundation of the information on statistical data, which makes the phrase more explicit and formal.

statistically speaking

Offers a more conversational and less formal tone, implying a summary of statistical trends rather than a precise reference.

data suggests

Weakens the assertion, indicating a trend or likelihood based on data, rather than a definitive conclusion.

figures indicate

Focuses on numerical values and their implications, making it suitable for quantitative discussions.

research shows

Shifts the emphasis to empirical investigation, implying that the data comes from systematic studies.

studies suggest

Similar to "research shows", but it may imply preliminary findings or non-conclusive studies.

the numbers reveal

Adds a touch of narrative flair, suggesting that the data has a story to tell, appropriate for engaging a broader audience.

analysis indicates

Highlights the interpretive process applied to the data, suggesting a more in-depth examination than simple reporting.

records show

Highlights the presence of documented data, useful when referring to historical information or official sources.

evidence suggests

Broadens the scope to include any form of proof or indication, not exclusively numerical data.

FAQs

How can I use "according to statistics" in a sentence?

Use "according to statistics" to introduce a statement or claim that is supported by data. For example, "According to statistics, the most common error is to misrepresent statistical findings".

What are some alternatives to "according to statistics"?

You can use alternatives like "based on statistical data", "statistically speaking", or "data suggests" depending on the desired level of formality and emphasis.

Is it better to say "according to statistics" or "based on statistics"?

Both "according to statistics" and "based on statistics" are correct, but "according to statistics" is often used to introduce a specific statistic, while "based on statistics" suggests a broader reliance on statistical data.

What does it mean to say something is "according to statistics"?

Saying something is "according to statistics" means the statement is supported by numerical data, which aims to give the statement more weight and credibility.