Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
the data indicates that the
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "the data indicates that the" is correct and usable in written English.
You can use it when presenting findings or conclusions drawn from data analysis in a formal or academic context. Example: "The data indicates that the new marketing strategy has significantly improved customer engagement."
✓ Grammatically correct
Science
News & Media
Formal & Business
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
56 human-written examples
Examination of the data indicates that the management of laughter in British lectures is strategic, and has a rhetorical purpose.
The data indicates that the NF architecture enhances the osteogenic differentiation of the hESC compared to more traditional scaffolding architecture.
Science
A close look at the data indicates that the ICSS thresholds in the nicotine-withdrawing rats treated with saline were elevated for 2 days (6 72 h).
Science & Research
Between these two platforms, the data indicates that the inkjet system would perform better for the transcriptional profiling of 100 ng total RNA samples for neuroscience studies.
Analysis of the data indicates that the copper can exist in two different states: a more active and a less active state.
Science
The data indicates that the as-synthesized ZnCo2O4 nanorods range from 150 to 200 nm in length and from 15 to 22 nm in diameter.
Science
The data indicates that the weakest parts of the country are the Northeast and Midwest, both of which fell 26percentt in November from the previous month after adjusting for seasonal variations.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
4 human-written examples
Together, the data indicated that the five interest rate increases over the last 10 months had done little to slow the economy.
News & Media
The data indicated that the distribution of MPs in tissues is partially determined by particle size.
Science & Research
Together, the data indicated that the last five interest rate increases had done little to slow the economy.
News & Media
The data indicated that the 2000s were warmer than the 1990s which were warmer than the 1980s, and so forth.
News & Media
Expert writing Tips
Best practice
Consider using synonyms like "suggests", "implies", or "reveals" to avoid repetition and add nuance to your writing.
Common error
Avoid overstating your conclusions based on the data. "The data indicates that the" implies a reasonable level of certainty, but it's important not to present findings as absolute truths if the evidence is not conclusive.
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "the data indicates that the" functions as an introductory clause signaling an inference or conclusion drawn from analyzed information. As Ludwig AI confirms, it's appropriate for introducing evidence-based statements.
Frequent in
Science
58%
News & Media
28%
Formal & Business
14%
Less common in
Wiki
0%
Academia
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "the data indicates that the" is a frequently used phrase to introduce findings or conclusions derived from data analysis. Ludwig AI confirms its correctness and widespread use. Predominantly found in scientific and news contexts, the phrase is appropriate for formal writing. When using it, ensure the data is well-defined and avoid overstating conclusions. Alternatives like "the data suggests that the" or "the data reveals that the" can add variety. Remember to always cite your data sources accurately.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
the data suggests that the
Replaces "indicates" with "suggests", implying a less definitive conclusion.
the data implies that the
Uses "implies" instead of "indicates", suggesting a conclusion that is not directly stated but can be inferred.
the data reveals that the
Substitutes "indicates" with "reveals", emphasizing the uncovering of information.
the data demonstrates that the
Replaces "indicates" with "demonstrates", highlighting the evidence supporting a claim.
the data shows that the
Uses "shows" in place of "indicates", providing a straightforward presentation of the data's message.
analysis of the data reveals that the
Adds "analysis of" for emphasis on analytical interpretation, maintaining the reveal of some outcome.
the findings suggest that the
Replaces "data" with "findings", and "indicates" with "suggests", shifting the focus to research results.
evidence suggests that the
Similar to the above, but emphasizing the body of evidence as a whole and its implications.
based on the data, it is evident that the
Introduces a conditional relationship that the result is built from the data.
the evidence points to the fact that the
Replaces direct indication with indirect pointing, and emphasizes the conclusion as a fact.
FAQs
What can I say instead of "the data indicates that the"?
You can use alternatives like "the data suggests that the", "the data implies that the", or "the data reveals that the" depending on the context.
How do I properly cite data when using "the data indicates that the"?
Always provide a clear reference to the source of your data immediately after stating your conclusion. This could be a footnote, endnote, or in-text citation, depending on the citation style you are using.
Is it acceptable to use "the data indicates that the" in formal writing?
Yes, "the data indicates that the" is perfectly acceptable and commonly used in formal and academic writing. It's a clear and professional way to present findings from data analysis.
What's the difference between "the data indicates that the" and "the data proves that the"?
"The data indicates that the" suggests a conclusion based on evidence, while "the data proves that the" implies a higher level of certainty. It's often more accurate to use "indicates" unless you have irrefutable evidence.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested