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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
from what I've observed
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "from what I've observed" is correct and usable in written English
It can be used when sharing insights or conclusions based on personal observations or experiences. Example: "From what I've observed, the team has improved its communication significantly over the past few months."
✓ Grammatically correct
News & Media
Science
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
15 human-written examples
But from what I've observed of his progress at pickup, it certainly hasn't hurt.
News & Media
From what I've observed, having friends of any age can be just as important as having kids.
News & Media
From what I've observed, a flight is the perfect environment to meet someone and have an unofficial first date.
News & Media
"It's a wordless custom, from what I've observed," wrote Beth J. Harpaz, the mother of two boys, 11 and 16, and a parenting columnist for The Associated Press, in a new book, "13 Is the New 18".
News & Media
From what I've observed, Brat has not talked like a forty-seven-per-cent conservative complaining about how tax dollars are being shovelled to the undeserving poor (although maybe he does believe that and didn't emphasize it in the campaign).
News & Media
But, from what I've observed, it is incorrect to portray it — as the government's supporters, and some eminent intellectual observers, do — either as a movement for radical or violent Communist revolution or else as an unfocussed mass of rabble-rousers who think that merely marching constitutes a movement.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
43 human-written examples
From what I have observed over the years, Goldman has a fascinating culture.
News & Media
Generally, at least from what I have observed, Indian employers who do not follow laws in the United States do not think they are doing something wrong.
News & Media
Why do you think players in the N.B.A. don't use the shot today? A. From what I have observed, that shot is not being taught to young players as they start their playing careers.
News & Media
Generally, at least from what I have observed, when Indians coming directly from India hire other recent immigrants from India to work for them in their homes in New York City, they pay them far below the going rate of $10 to $18 an hour.
News & Media
From what I have observed, I'm afraid that I will not have nearly as much time to spend with my daughter.
Science & Research
Expert writing Tips
Best practice
When using "from what I've observed", be sure to support your statement with specific examples or evidence to enhance credibility.
Common error
Avoid making broad generalizations based on limited observations. Instead, acknowledge the scope of your experience and frame your statements as personal perspectives.
Source & Trust
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "from what I've observed" serves as an introductory element that frames a statement as a personal conclusion drawn from direct sensory experience. It adds a subjective viewpoint to an assertion, influencing how the information is perceived. As Ludwig AI suggests, it's usable in sharing insights or conclusions based on personal observations or experiences.
Frequent in
News & Media
60%
Science
30%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "from what I've observed" is a versatile introductory phrase used to preface statements based on personal experience and observations. As Ludwig AI points out, it’s grammatically correct and useful for sharing insights. It's most commonly found in news and media but is suitable for various contexts. To ensure clarity and credibility, back up your observations with specific examples and avoid over-generalizations. Alternatives such as "based on my observations" or "in my experience" can be used for stylistic variation.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
Based on my observations
Replaces the introductory phrase with a more direct statement of reliance on personal observation.
From my perspective
Shifts the focus to a personal viewpoint rather than general observation.
In my experience
Emphasizes personal encounters and direct involvement.
As I see it
Highlights a subjective interpretation or understanding.
According to my understanding
Presents the statement as being based on comprehension and interpretation.
What I've come to understand
Suggests a gradual process of gaining insight or knowledge.
From my vantage point
Implies a unique position or viewpoint influencing the observation.
My understanding is that
Formalizes the expression of personal comprehension.
If I'm not mistaken
Introduces a degree of uncertainty or possibility of error.
As far as I can tell
Indicates a tentative conclusion based on available information.
FAQs
How can I use "from what I've observed" in a sentence?
You can use "from what I've observed" to introduce a statement that is based on your personal observations. For example, "From what I've observed, the new policy has improved employee morale."
What are some alternatives to "from what I've observed"?
Some alternatives to "from what I've observed" include "based on my observations", "in my experience", or "from my perspective".
Is it better to say "from what I've observed" or "based on what I've observed"?
Both phrases are grammatically correct and can be used interchangeably. "From what I've observed" is slightly more conversational, while "based on what I've observed" may sound more formal.
How can I make my observations more credible when using "from what I've observed"?
To enhance credibility, provide specific examples or supporting details to back up your observations. For instance, instead of saying "From what I've observed, customer service has declined", provide examples of specific instances where customer service was lacking.
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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
4.5/5
Expert rating
Real-world application tested