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
analysis was based on
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "analysis was based on" is correct and usable in written English.
It can be used when explaining the foundation or sources of an analysis in a report, research paper, or academic context. Example: "The analysis was based on data collected from various surveys conducted over the past year."
✓ Grammatically correct
Science
News & Media
Academia
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
TalkSport's analysis was based on a second-by-second classification.
News & Media
The analysis was based on data from 1,946 veterans participating in a continuing study.
News & Media
The analysis was based on Goldman's closing share price of $160.46 on Wednesday.
News & Media
The court documents say the analysis was based on Medco's internal electronic records and spreadsheets.
News & Media
The analysis was based on cuts to a portion of the total taxpayer funding for research.
News & Media
Analysis was based on a proportional odds model.
Academia
The analysis was based on nucleotides 10 2241.
Science
Statistical analysis was based on an intention-to-treat principle.
Data analysis was based on the data of 263 participants.
Data analysis was based on at least four independent experiments.
Science
Quantitative analysis was based on social network analysis.
Expert writing Tips
Best practice
When using "analysis was based on", clearly state the specific data, methodology, or theory that the analysis relies upon for clarity and credibility.
Common error
Avoid vague statements like "the analysis was based on research" without specifying the research. Always provide specific details about the sources or foundations of your analysis to enhance its validity.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "analysis was based on" functions as a declarative statement identifying the foundational elements upon which an analytical process is constructed. As evidenced by Ludwig, this phrase is frequently used to establish the credibility and context of research or findings.
Frequent in
Science
54%
News & Media
27%
Academia
19%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "analysis was based on" is a grammatically correct and frequently used expression, as affirmed by Ludwig AI. It serves to clarify the foundations of an analysis, providing transparency and credibility. Predominantly found in scientific and academic contexts, it signals a formal and objective tone. To enhance clarity, always specify the precise sources or methodologies the analysis relies on. Remember, a vague statement weakens the validity of your claims. Alternatives like "analysis stemmed from" or "analysis drew upon" offer subtle nuances, but the core function remains consistent: to establish the basis of analytical work.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
analysis was grounded in
Implies a strong and fundamental connection to a specific set of principles or data.
analysis was derived from
Highlights that the analysis was obtained or extracted from a particular origin or method.
analysis drew upon
Suggests that the analysis utilized or extracted information from various sources.
analysis rested on
Emphasizes that the analysis is supported or dependent on a specific basis or evidence.
analysis stemmed from
Implies that the analysis originated or developed from a specific source or idea.
analysis incorporated
Highlights the inclusion of various elements or data points within the analysis.
analysis was predicated on
Indicates that the analysis was founded or established on certain assumptions or conditions.
analysis utilized
Focuses on the practical application of specific resources or methods in the analysis.
analysis considered
Indicates that the analysis took into account certain factors or information.
analysis hinged on
Suggests that the outcome or validity of the analysis depended critically on a particular factor.
FAQs
How can I use "analysis was based on" in a sentence?
You can use "analysis was based on" to introduce the foundation of your analysis. For instance, "The analysis was based on /s/data+collected from+surveys" or "The analysis was based on /s/theories+of+quantum+mechanics".
What are some alternatives to "analysis was based on"?
Some alternatives include "analysis stemmed from", "analysis drew upon", or "analysis was derived from". Consider /s/analysis+was+grounded+in if you need a more grounded alternative.
Is it better to say "analysis was based on" or "analysis relied on"?
Both phrases are acceptable and grammatically correct. "Analysis was based on" is more commonly used, while "analysis relied on" emphasizes dependence on the source material.
What's the difference between "analysis was based on" and "analysis concluded"?
"Analysis was based on" describes the foundation or source of information used, while "analysis concluded" refers to the findings or results of the analytical process. The /s/analysis+concluded is what came out after processing the /s/analysis+was+based+on.
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
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested