the data indicate that

USAGE SUMMARY

"the data indicate that" is correct and usable in written English.
You can use it when you have collected data and want to make a statement about the information that the data reveals. For example, "The data indicate that the number of people using public transportation has increased in recent years."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

In the meantime, the data indicate that mixed emigration from Niger will only increase.

The Washington Post

The data indicate that caspase-2 is the apical caspase required for NO-induced mitochondrial injury.

Nature

In sum, the data indicate that cytosolic viral inclusions react quickly to stress.

Nature

The data indicate that hepatocytes respond to LPS and express hepcidin independently of macrophages.

Nature

Overall, the data indicate that inflation-adjusted personal consumption expenditures will grow by 2.5% in 2016.

The Guardian - Business

Together, the data indicate that vRNP segments of the same type do not interact.

Nature

Yet, the data indicate that De Blasio's edge is not necessarily down to being an anti-Bloomberg.

The Guardian - Opinion

The data indicate that DPY enhances reactive hyperemia while antagonism of adenosine with THEO attenuates it.

Stanford University

The data indicate that TRF2 and POT1 act independently to repress these two DNA damage response pathways.

Nature

The data indicate that in each of those cases the dollar amount of fraud is more than $1 million.

The New York Times

But the data indicate that most of that income leaves the city with the evening commute.

The New York Times

Expert writing Tips

Best practice

When using "the data indicate that", ensure the data source is clearly identified to maintain credibility.

Common error

Avoid making overly definitive statements based on limited data. Qualify conclusions appropriately to reflect the scope and limitations of the data.

Linguistic Context

The phrase "the data indicate that" functions as an introductory clause to present conclusions or findings derived from collected information. It serves to establish a connection between factual data and resulting interpretations. As Ludwig AI indicates, it is a correct and usable phrase.

Expression frequency: Very common

Frequent in

Science

47%

News & Media

33%

Academia

15%

Less common in

Formal & Business

5%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "the data indicate that" is a grammatically sound and highly prevalent phrase, as validated by Ludwig AI, utilized across diverse fields such as science, news, and academia. It's employed to objectively present conclusions directly supported by factual data, maintaining a formal and professional register. For effective use, ensure clear data source identification and avoid overstating conclusions based on limited information. Alternatives like "the evidence suggests that" and "the analysis reveals that" can add stylistic variety, while maintaining the phrase's core function.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

The evidence suggests that

Replaces "data" with "evidence", implying a broader range of supporting information.

The findings suggest that

Substitutes "data" with "findings", emphasizing the results of a study or investigation.

The results suggest that

Similar to "the findings suggest that", but focuses specifically on numerical or quantifiable outcomes.

The analysis reveals that

Replaces "indicate" with "reveals", highlighting the act of uncovering information through analysis.

The study demonstrates that

Emphasizes that the study provides proof or clear evidence.

The figures suggest that

Uses "figures" to refer to numerical data, maintaining the same implication.

It can be inferred from the data that

Presents the conclusion as a logical deduction based on the data.

The information implies that

Uses "information" in place of "data", broadening the scope of input considered.

Based on the data, it can be concluded that

Highlights that the conclusion is a direct result of the analyzed data.

The observations suggest that

Replaces "data" with "observations", focusing on empirical evidence.

FAQs

How can I rephrase "the data indicate that" to sound more formal?

To achieve a more formal tone, consider using phrases such as "the evidence suggests that" or "the analysis reveals that". These options offer a more sophisticated and academic style.

Is it correct to say "the data indicates that" instead of "the data indicate that"?

While both options are grammatically acceptable, "the data indicate that" is generally preferred in formal writing because "data" is technically the plural form of "datum". However, in common usage, "data" is often treated as singular.

What is the difference between "the data suggest that" and "the data indicate that"?

While both phrases imply a connection between the data and a conclusion, "the data suggest that" implies a less definitive conclusion than "the data indicate that". "Indicate" conveys a stronger, more direct relationship.

Can I use "the findings show that" as a substitute for "the data indicate that"?

Yes, "the findings show that" is a suitable alternative, especially when referring to the results of a study or investigation. It emphasizes the results and conclusions drawn from the data.