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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 indicated that
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "the data indicated that" is correct and usable in written English.
You can use it when presenting findings or conclusions drawn from data analysis in research or reports. Example: "The data indicated that there was a significant increase in sales during the holiday season."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(18)
suggests that
indicates that
showed that
indicated that
the data suggested that
the data showed that
the analysis revealed that
the findings suggest that
the study demonstrated that
the data revealed that
the data suggests that
the data indicates that
analysis of the data revealed that
comments suggested that
feedback indicated that
analysis revealed that
it was valid that
the evidence suggested that
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
60 human-written examples
However, a close examination of the data indicated that most of blastocysts are in poor condition.
News & Media
Together, the data indicated that the last five interest rate increases had done little to slow the economy.
News & Media
The data indicated that consumers were hungry for goods of all types, including cars, cigarettes and clothing.
News & Media
Some economists said the data indicated that the Federal Reserve had accomplished its short-term goal of propping up consumer spending to carry the economy through its slowdown.
News & Media
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 TGM air vegetation exchange is bidirectional.
Science
The data indicated that Lp and Ps varied significantly between developmental stages and among temperatures evaluated.
Science
The data indicated that bacteria belonging to the TIOS44 cluster were responsible for the oxidation process.
The data indicated that targets compounds were selective for c-Met kinase.
The data indicated that these proteins were highly stable in broad pH solutions.
The data indicated that agglomeration could be occurring at intermediate mesophase volume fractions, 0.2 0.3.
Science
Expert writing Tips
Best practice
When using "the data indicated that", ensure that the data source is clearly identified and reliable to strengthen your argument.
Common error
Avoid using "the data indicated that" to present a weak correlation as a definitive cause-and-effect relationship. Instead, use qualifiers like "suggested" or "implied" if the evidence isn't conclusive.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "the data indicated that" serves as an introductory phrase to present a conclusion or finding derived from an analysis of data. Ludwig AI confirms its correctness and usability, with numerous examples showing it preceding a statement of fact or observation. This usage establishes a logical connection between the data and the subsequent assertion.
Frequent in
Science
65%
News & Media
25%
Formal & Business
10%
Less common in
Wiki
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "the data indicated that" is a versatile phrase used to present conclusions drawn from data analysis. Ludwig AI confirms its widespread usage across diverse contexts, particularly in scientific and news domains. While it's grammatically correct and commonly used, remember to use it judiciously, ensuring the data supports your claim and avoid overstating conclusions. Consider alternatives like "the data suggested that" or "the analysis revealed that" for nuanced expressions. The phrase maintains a neutral to formal register, suitable for professional and academic writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
the data suggested that
Replaces "indicated" with "suggested", implying a less definitive conclusion.
the data showed that
Substitutes "indicated" with "showed", focusing on the demonstrative aspect of the data.
the analysis revealed that
Emphasizes the role of analysis in uncovering the information.
the results implied that
Uses "implied" instead of "indicated", suggesting a conclusion that is not explicitly stated but can be inferred.
the findings suggest that
Similar to "the data suggested that", but uses the term "findings" to refer to the results.
the evidence pointed to
Replaces "indicated" with "pointed to", indicating a direction or focus suggested by the evidence.
the study demonstrated that
Emphasizes that the study provided proof for certain result.
it could be inferred from the data that
Expresses the idea as a possibility. In this phrase it's emphasized the act of deriving the conclusion.
based on the data, it is likely that
Introduces an element of probability or likelihood based on the data.
the interpretation of the data leads to the conclusion that
Focuses on the interpretative process and the resulting conclusion.
FAQs
What is a synonym for "the data indicated that"?
Alternatives include "the data suggested that", "the data showed that", or "the analysis revealed that". The best choice depends on the nuance you want to convey.
How can I use "the data indicated that" in a sentence?
You can use it to introduce findings or conclusions drawn from data analysis. For example, "The data indicated that there was a significant increase in user engagement after the update."
Is it better to say "the data indicates that" or "the data suggest that"?
Both are correct, but "the data "suggests that"" implies a less definitive conclusion than "the data "indicates that"". Choose the phrase that best reflects the strength of the evidence.
What's the difference between "the data showed that" and "the data indicated that"?
"The data "showed that"" emphasizes the demonstrative aspect of the data, while "the data "indicated that"" implies a more interpretative conclusion.
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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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested