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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
based on our observations
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on our observations" is correct and usable in written English.
It is typically used to indicate that a conclusion has been made based on statements made or experiences had by a group of people. For example, "Based on our observations, we have concluded that the product should not be released until further testing has been conducted."
✓ Grammatically correct
Science
News & Media
Alternative expressions(20)
according to our observations
from our perspective
as we have observed
in our assessment
our findings suggest
our analysis indicates
our understanding is that
it appears to us that
based on our measurements
based on our views
based on our reflections
based on our recommendations
based on our suggestions
based on our discoveries
based on our questions
based on our findings
based on our revised
based on our evidence
based on our examination
based on our assumptions
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
"Based on our observations, these were patently unfair trials," said one observer, Allison Gill, a researcher for Human Rights Watch who witnessed the legal proceedings in Tashkent, the capital.
News & Media
"We don't survey every car, but we think the lottery was the biggest reason based on our observations about the times people were traveling," said Steve Coleman, a spokesman for the Port Authority.
News & Media
where based on our observations, we noticed that c takes a value of 13×10−5.
In this subsection, we briefly introduce how to improve STDMA based on our observations and analysis.
Based on our observations on DWE, note that is a function of,, and.
Based on our observations, H1 wax may be regarded as the best processing agent for LDPE.
Science
Based on our observations, we recommend against the use of η2 in a-priori power analyses.
Based on our observations from controlled experiments with 23 professional software engineers and 21 M.Sc.
We cannot reject self-interest in favor of any redistribution motives based on our observations.
We think that the LH is not a linear interictal pain in EF based on our observations and considerations.
A second scenario is suggested based on our observations in Segment B (Category 1, Fig. 7(c)).
Science
Expert writing Tips
Best practice
When using "based on our observations", clearly state what observations you are referring to. This provides context and strengthens your argument.
Common error
Avoid making sweeping generalizations using "based on our observations" without sufficient evidence. Ensure your observations are representative and support your claims.
Source & Trust
86%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on our observations" functions as a prepositional phrase introducing a statement or conclusion derived from empirical evidence or experiences. As Ludwig AI states, it is correct and usable in written English. It serves to ground claims in observable reality.
Frequent in
Science
74%
News & Media
15%
Formal & Business
4%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "based on our observations" is a grammatically correct and frequently used phrase, primarily in scientific and formal contexts, to introduce conclusions drawn from empirical data. Ludwig AI confirms its validity and usability. The phrase serves to justify claims by grounding them in observable facts, thereby enhancing credibility. While alternatives like "according to our observations" and "from our perspective" exist, "based on our observations" remains a standard and effective choice for formal writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to our observations
Replaces "based on" with "according to", emphasizing the source of the information.
as we have observed
Changes the structure to emphasize the act of observing.
from our perspective
Shifts the focus to a viewpoint or interpretation.
in our assessment
Highlights a formal evaluation or judgment.
our findings suggest
Focuses on the results and their implications.
our analysis indicates
Highlights a more detailed examination of the data.
we've concluded
Simplifies the phrase, directly stating the conclusion.
our understanding is that
Emphasizes comprehension and interpretation.
it appears to us that
Introduces a degree of uncertainty or subjectivity.
from what we can see
Highlights the limitations of the information available.
FAQs
How can I use "based on our observations" in a sentence?
You can use "based on our observations" to introduce a conclusion or statement derived from collected data or experiences. For example, "Based on our observations, we recommend implementing the new safety protocols."
What are some alternatives to "based on our observations"?
Alternatives include "according to our observations", "from our perspective", or "as we have observed".
Is "based off our observations" grammatically correct?
While "based off" is sometimes used colloquially, "based on" is generally considered more grammatically correct and appropriate for formal writing.
What's the difference between "based on our observations" and "in our opinion"?
"Based on our observations" implies a conclusion drawn from evidence or data, while "in our opinion" expresses a personal belief or judgment that may not be supported by empirical findings.
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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
86%
Authority and reliability
4.6/5
Expert rating
Real-world application tested