the data indicates

USAGE SUMMARY

'the data indicates' is correct and usable in written English.
You can use this phrase when describing a conclusion that has been made from a set of data. For example, "The data indicates that the number of people cycling to work has increased in the past five years."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Instead, the data indicates that consumer spending is resilient, despite the surge in oil and gasoline prices this year.

The New York Times

The data indicates "continuing deterioration in the underlying fundamentals," Qing Wang, an economist at Morgan Stanley in Hong Kong, said in a note to clients.

The New York Times

Another Democrat, Mark Green, the city's public advocate, said: "The data indicates that Freddie Ferrer is going to get the bulk of that vote.

The New York Times

For many of the rest, foreclosure is less a process than a destination, the data indicates.

The New York Times

"The data indicates that there is persistent reluctance to report sexual assault," he said.

The New York Times

The derivatives industry argues that the data indicates such fears are overstated.

The New York Times

To be sure, the data indicates that consumers are doing what they can to kick their debt habits.

The New York Times

The report says: "The data indicates that London does appear to suck in talent from the rest of the country.

Independent

The data indicates that his work peaked in price two decades ago and has trailed off since.

The New York Times

The data indicates either a thin ocean -- about half a mile thick -- within 30 miles of the surface or a thicker ocean deeper down, perhaps about 100 miles below the surface.

The New York Times

Overall, prices are 0.3% higher than they were a year ago, but the data indicates that London continues to drive the rest of the market while the north struggles.

The Guardian - Money

Expert writing Tips

Best practice

Follow up with specific examples or supporting details from the data to reinforce the indication and enhance credibility.

Common error

Avoid drawing overly strong or definitive conclusions solely based on "the data indicates". Acknowledge potential limitations and uncertainties in the data.

Linguistic Context

The phrase "the data indicates" functions as a reporting clause, introducing a statement or conclusion derived from an analysis of data. Ludwig AI confirms its appropriate use in conveying findings.

Expression frequency: Very common

Frequent in

News & Media

39%

Science

37%

Formal & Business

6%

Less common in

Wiki

3%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "the data indicates" is a grammatically correct and widely used phrase for presenting conclusions drawn from data analysis. Ludwig AI analysis indicates its prominence across diverse fields like news, science, and business. The phrase serves to objectively inform and persuade, while maintaining a neutral to formal tone. Related alternatives include "the evidence suggests" and "the analysis reveals". Remember to avoid overstating conclusions and ensure your data sources are credible. When employing "the data indicates", always provide specific examples to bolster your claim.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the evidence suggests

Focuses on the 'evidence' as the basis for the suggestion, rather than 'data'.

the figures suggest

Replaces 'data' with 'figures', implying a more numerical basis for the conclusion.

the analysis reveals

Highlights the act of 'analysis' uncovering the information, adding a layer of interpretation.

the results show

Emphasizes the 'results' of a study or experiment as the source of the information.

the study suggests

Specifies that the information comes from a 'study', adding a layer of academic rigor.

it can be inferred from the data

Shifts the focus to the act of 'inferring' and positions the data as the starting point.

the findings imply

Uses 'findings' to denote the information source and 'imply' to suggest a conclusion.

the information suggests

Uses more general term 'information' in place of data.

the trend implies

Focuses on 'trend' suggesting something, particularly when referring to time series or patterns.

according to the data

This alternative focuses on attributing the conclusion directly "according to the data".

FAQs

How to use "the data indicates" in a sentence?

Use "the data indicates" to introduce a conclusion that is supported by evidence. For example, "The data indicates a significant increase in sales this quarter."

What can I say instead of "the data indicates"?

You can use alternatives like "the evidence suggests", "the analysis reveals", or "the results show depending on the context.

Which is correct, "the data indicates" or "the data indicate"?

"The data indicates" is generally preferred because "data" is often treated as a singular noun in modern usage, especially when referring to a body of information as a whole. While "the data indicate" is grammatically correct when treating "data" as plural, it is less common.

What's the difference between "the data indicates" and "the data suggests"?

While similar, "the data indicates" implies a slightly stronger level of support than "the data suggests". "Indicates" implies a more direct pointer, while "suggests" is a more gentle inclination.