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
observations indicate that
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "observations indicate that" is correct and usable in written English. You can use it when presenting findings or conclusions based on empirical data or research. For example, "Observations indicate that the new treatment is effective in reducing symptoms." Alternative expressions include "findings suggest that" and "data show that."
✓ Grammatically correct
Science
News & Media
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
The observations indicate that Charon, discovered in 1978, is 750 to 753 miles in diameter, about half that of Pluto.
News & Media
Foos's darkly philosophical conclusion: My observations indicate that the majority of vacationers spend their time in misery.
News & Media
"The remarkable new observations indicate that [my colleagues'] hypothesis is correct, and the sharks ambush from the darkness".
News & Media
They suggest that planets should be rare, but recent observations indicate that they are not.
News & Media
My observations indicate that deals are trending more national.
News & Media
SEM observations indicate that Sep was a nanorod shape with smooth surfaces (Fig. 3a, b).
Science
These observations indicate that pressure is an effective thermodynamic parameter that controls the crystallization process.
Science
Several observations indicate that the experiments approached equilibrium after 4 5 days.
These observations indicate that the asl3 mutation results in abnormal development of the chloroplasts.
Science
This observations indicate that stimulation of SPG also vary with stimulation parameters.
However, recent observations indicate that the indomethacin resistant HC is a distinct possibility [15, 17, 18].
Expert writing Tips
Best practice
Use "observations indicate that" when you want to present a conclusion based on empirical evidence. It provides a clear and authoritative tone, suitable for scientific reports, news articles, and formal discussions.
Common error
Avoid using "observations indicate that" excessively in close succession. Vary your sentence structure with active voice to maintain reader engagement, such as stating directly: "Studies show..." or "Data suggests..."
Source & Trust
82%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "observations indicate that" functions as an introductory phrase to present a conclusion or inference drawn from empirical evidence. As Ludwig AI suggests, it's a common way to transition from data to interpretation. The phrase provides a structured way to introduce findings in various types of communication.
Frequent in
Science
64%
News & Media
28%
Wiki
4%
Less common in
Formal & Business
0%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "observations indicate that" is a grammatically correct and frequently used expression to introduce conclusions based on empirical evidence. Ludwig AI analysis shows it is "Correct", with "Common" frequency, and often appears in "Science" and "News & Media". Alternatives like "data suggest that" or "evidence suggests that" can be used for variety. A best practice is to use this phrase to lend authority to your claims, while avoiding overuse for stylistic reasons.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
data suggest that
Replaces "observations" with "data", focusing on the information gathered. Slightly more formal.
evidence suggests that
Emphasizes the evidentiary nature of the findings. Similar in formality.
findings suggest that
Replaces "observations" with "findings", highlighting the results of a study. Very close in meaning.
studies suggest that
Specifically refers to research studies. Adds a layer of academic formality.
research indicates that
Focuses on the research aspect. Suitable for scientific or academic contexts.
the evidence points to
Uses a more metaphorical expression. Slightly less direct.
the facts suggest that
Highlights the factual basis of the information. Can sound slightly assertive.
it appears that
Indicates a degree of uncertainty or inference. Less assertive than the original.
it seems that
Similar to "it appears that", suggesting a preliminary conclusion.
one can infer that
Focuses on the process of drawing a conclusion. More formal and less direct.
FAQs
How can I use "observations indicate that" in a sentence?
Use "observations indicate that" to introduce a conclusion derived from collected data or evidence. For instance, "Observations indicate that the new treatment is effective".
What can I say instead of "observations indicate that"?
You can use alternatives like "data suggest that", "evidence suggests that", or "findings suggest that" depending on the context.
Is it better to say "observations indicate that" or "studies show that"?
The choice depends on the context. "Observations indicate that" is suitable for general findings, while "studies show that" is more appropriate when referring specifically to research studies.
What's the difference between "observations indicate that" and "it appears that"?
"Observations indicate that" presents a conclusion based on evidence, while "it appears that" suggests a more tentative or preliminary assessment.
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
4.6/5
Expert rating
Real-world application tested