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
data indicating that
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data indicating that" is correct and usable in written English.
You can use it when presenting evidence or findings that suggest a particular conclusion or trend based on the data collected. Example: "The data indicating that there is a significant increase in sales during the holiday season supports our marketing strategy."
✓ Grammatically correct
News & Media
Science
Alternative expressions(15)
data suggesting that
evidence showing that
evidence acknowledging that
data confirming that
evidence confirming that
findings suggesting that
a study demonstrating that
evidence suggesting that
the investigation concludes that
a study shows that
evidence emerging that
evidence proving that
information saying that
is saying that
message saying 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
Data indicating that the pace of rate increases could be slower undermine the dollar's value.
News & Media
That was much slower than expected and added to data indicating that the economy was slowing.
News & Media
It cited data indicating that a fifth of OxyContin prescriptions were now for dosing intervals shorter than twelve hours.
News & Media
Stock prices have sagged since March, despite data indicating that the recession ended much earlier than expected.
News & Media
The industry also likes to cite data indicating that while consumers are spending more for cable, they are also spending more time watching it.
News & Media
And the recent data indicating that some women can skip chemotherapy are based on an after-the-fact analysis of selected clinical trials.
News & Media
As time went on tightening pesticide & herbicide laws became necessary as there was verifiable human data indicating that many herbicides are carcinogenic.
News & Media
"We are not living in segregated communities anymore," Ms. Capone said, citing census data indicating that trans-racial adoptions have doubled in the past decade.
News & Media
A second Internet measurement service has released data indicating that computer users visited many Web sites of dot-com companies that advertised during Super Bowl XXXIV.
News & Media
The survey supports other data indicating that the economy's torrid growth has been dampened somewhat by six interest rate increases by the Federal Reserve.
News & Media
In its marketing materials, Hologic refers to five-year data indicating that women seem to do as well with MammoSite as with conventional therapy.
News & Media
Expert writing Tips
Best practice
Consider the strength of the evidence when using this phrase. If the data is preliminary or inconclusive, alternatives like "data suggesting that" might be more appropriate.
Common error
Avoid using "data indicating that" when the data only weakly supports the conclusion. Overstating the strength of the connection can undermine your credibility. Instead, opt for phrases that reflect the uncertainty, like "data hinting at" or "data possibly suggesting".
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data indicating that" functions as an introductory phrase to present evidence or findings that support a specific conclusion. It serves to connect the data with the interpretation or inference drawn from it. As Ludwig AI confirms, this phrase introduces objective information.
Frequent in
Science
43%
News & Media
40%
Formal & Business
17%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "data indicating that" is a versatile phrase used to introduce findings that support a conclusion. As Ludwig AI states, the phrase is correct and usable in English. It is most common in scientific and news-related contexts, and while grammatically sound, its impact relies on clearly defined and reliable data. Consider using alternatives like "data suggesting that" or "evidence showing that" when the evidence isn't definitive. Always ensure your data is accessible to maintain credibility.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
data suggesting that
Replaces "indicating" with "suggesting", implying a less conclusive connection.
evidence showing that
Substitutes "data" with "evidence" and "indicating" with "showing", emphasizing the demonstrative aspect.
findings revealing that
Uses "findings" instead of "data" and "revealing" in place of "indicating", highlighting the act of discovery.
results suggesting that
Employs "results" in lieu of "data", and "suggesting" for "indicating", conveying a nuanced inference.
information implying that
Replaces "data" with "information" and "indicating" with "implying", conveying a sense of indirect suggestion.
analysis pointing to
Focuses on the analytical aspect, using "pointing to" to suggest a direction or conclusion.
research demonstrating that
Highlights the research aspect and uses "demonstrating" to show a clear proof.
studies confirming that
Replaces "data" with "studies" and "indicating" with "confirming", underscoring validation.
figures revealing that
Substitutes "data" with "figures" and "indicating" with "revealing", which emphasizes the disclosure of information.
observations implying that
Employs "observations" instead of "data", and "implying" for "indicating", conveying a more indirect inference.
FAQs
How can I use "data indicating that" in a sentence?
Use "data indicating that" to introduce findings that suggest a particular conclusion. For example, "The "data indicating that" sales have increased points to successful marketing strategies."
What are some alternatives to "data indicating that"?
Alternatives include "data suggesting that", "evidence showing that", and "findings revealing that". The choice depends on the strength of the evidence and the nuance you want to convey.
Is it always necessary to provide a citation after using "data indicating that"?
While not always mandatory, providing a citation after "data indicating that" enhances credibility. It allows readers to verify the information and assess its reliability, especially in academic or professional contexts.
What's the difference between "data indicating that" and "data proving that"?
"Data indicating that" suggests a correlation or trend, while "data proving that" implies a definitive confirmation. If the data doesn't offer absolute proof, it's more accurate to use "data indicating that".
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested