data indicates

USAGE SUMMARY

The phrase "data indicates" is correct and usable in written English.
You can use it when presenting findings or conclusions drawn from data analysis or research. Example: "The data indicates a significant increase in sales over the last quarter."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

However, more recent data indicates a worrying decline in this loyalty (pdf).

The Guardian - Opinion

Recent government data indicates they occur at a rate of about.03percentt.

The New York Times

It's not an anomaly that data indicates millennials are almost as racist as their parents.

The Guardian - Opinion

15) Data indicates the stigma around HIV and Aids is slowly subsiding.

The Guardian

Government data indicates the economy is in danger of overheating if interest rates are not lifted.

The Guardian

And some data indicates that dollar movements play a big role in investor returns.

The New York Times

The firm's data indicates that well over 100,000 people have "Grey Album" tracks on their hard drives.

The New York Times - Magazine

Investors have been worried that recent data indicates a slowing economy, which would cut into corporate profit growth.

The New York Times

But a review of more than 30 years of Turner prize data indicates that the tide is turning.

The Guardian - Arts

Instead, this data indicates that asteroids could strike us in waves, the result of some unwitnessed breakup out in space.

The New Yorker

Sadly, more than 12 years of empirical first-class data indicates that such a happy outcome is unlikely.

The Guardian - Sport

Expert writing Tips

Best practice

When using "data indicates", ensure that the data is from a reliable source and the conclusion drawn is well-supported by the evidence. Provide context for the data to enhance clarity.

Common error

Avoid using "data indicates" to present speculative or unsubstantiated claims. Ensure the conclusion directly reflects the data, rather than going beyond what the data explicitly supports.

Linguistic Context

The phrase "data indicates" functions as a reporting verb phrase. It's used to introduce findings or conclusions derived from a set of data. As Ludwig AI suggests, this phrase commonly appears in various reports to present results from analysis.

Expression frequency: Very common

Frequent in

News & Media

56%

Science

29%

Formal & Business

9%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "data indicates" is a versatile and commonly used expression to introduce conclusions or findings derived from data analysis. Ludwig AI highlights that it's grammatically correct and primarily found in news and media, scientific publications, and formal business communications. While it's suitable for objective reporting, it's important to ensure that the conclusions are well-supported by reliable data. Alternatives such as "data suggests" or "data shows" can be used depending on the context and the desired level of certainty.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data suggests

This alternative implies a less definitive conclusion than "indicates", suggesting a possibility rather than a certainty.

data shows

This alternative is more direct and factual, presenting the data as evidence without interpretation.

the evidence suggests

This phrase emphasizes the evidentiary nature of the information, framing it as support for a particular conclusion.

findings suggest

Focuses on the results of a study or analysis, implying an investigative context.

research indicates

Specifically refers to conclusions drawn from systematic investigation.

analysis reveals

Highlights the process of breaking down information to uncover patterns or insights.

studies suggest

Points to multiple investigations converging on a similar conclusion.

figures suggest

Emphasizes numerical information as the basis for a particular conclusion.

records suggest

Based on official historical information as the basis for a particular conclusion.

the trend suggests

This alternative implies a direction or pattern of change observed in the data.

FAQs

How do I use "data indicates" in a sentence?

You can use "data indicates" to introduce a conclusion or finding derived from data analysis. For example, "The data indicates a significant increase in customer satisfaction." Always ensure your conclusion is supported by the data you are referencing.

What can I say instead of "data indicates"?

You can use alternatives like "data shows", "data suggests", or "evidence suggests" depending on the level of certainty you want to convey.

Is it more appropriate to use "data indicates" or "data suggest"?

Both phrases are grammatically correct, but "data indicates" implies a stronger connection between the data and the conclusion, while "data suggests" is used when the data points toward a conclusion without definitively proving it. Choose the phrase that best reflects the strength of the evidence.

What is the difference between "data indicates" and "the study shows"?

"Data indicates" is a general statement that can refer to any kind of data, while "the study shows" is specific to the findings of a particular research study. Use "the study shows" when referring to the results of a specific study and "data indicates" when referring to data from various sources.