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
sample percentage
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "sample percentage" is correct and usable in written English.
It can be used when discussing statistical data, surveys, or research to indicate the proportion of a sample in relation to a whole. Example: "In our study, the sample percentage of participants who reported satisfaction was 75%."
✓ Grammatically correct
Science
Formal & Business
News & Media
Alternative expressions(20)
proportion of the sample
percentage of respondents
sample proportion
representation in the sample
fraction of the sample
rate within the sample
size percentage
standard percentage
survey percentage
harvest percentage
example percentage
list percentage
model percentage
testing percentage
material percentage
instance percentage
water percentage
test percentage
random percentage
specimen percentage
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
14 human-written examples
Table 8 Percentage of dispersion (spot test method) of the lube oil without and with 2 wt% of the prepared additive and 0.5 wt% of antioxidant (B31) after different oxidation hours Sample Percentage of dispersion Time (h) 244872B31878991 89 91 Oil + antioxidant 64 68 71 Oil 35 35 35.
Table 6 Percentage of dispersion (spot test method) of the lube oil sample and it is blends with additives after different oxidation times (h) Sample Percentage of dispersion time (h) 24 48 72 Blank 35 33 32 A1 80 81 93 92 67 A3 60 64 83 B1 85 89 92 B2 84 91 91 B3 82 88 91 88 93 92 67 A3 60 64 83 B1 85 89 92 B2 84 91 91 B3 82 88 91
where n1 (n2) represents the size of the sample taken from population 1 (2), P ^ 1 ( P ^ 2 ) represents the percentage of sample 1 (2), and P ^ = n 1 P ^ 1 + n 2 P ^ 2 n 1 + n 2 is the pooled sample percentage.
Table 9 Percentage of dispersion of the lube oil sample and it is blends with the prepared additives Sample Percentage of dispersion, Time (h) 24 48 72 Blank 35 33 32 Mixture X 75 83 80 Mixture X 1 92 85 84 Mixture X 2 95 91 90 Mixture Y 71 86 82 Mixture Y 1 97 87 86 Mixture Y 2 97 93 93 Mixture Z 91 90 90 Mixture Z 1 95 90 92 Mixture Z 2 97 94 97.
Table 3 Percentage of cell viability by MTT assay Sample Percentage of viability Control 100 ± 0 CaP 98 ± 3 CaP-AgNP-0.25 97 ± 2 CaP-AgNP-0.5 94 ± 4 CaP-AgNP-1 86 ± 7 Open image in new window Fig. 9 Growth of L929 fibroblast cells in the presence of fabricated scaffolds CaP (a), CaP-AgNP-0.25 (b), CaP-AgNP-0.5 (c), CaP-AgNP-1 (d) and a control plate (e).
Science
Deep sequencing yielded reads corresponding to 2009 H1N1 influenza in each sample (percentage of aligned sequences corresponding to 2009 H1N1 ranging from 0.0011% to 10.9%), with up to 97% coverage of the influenza genome in one sample.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
46 human-written examples
b The curve of OA obtained by different layers for the Salinas data set with different training sample percentages.
Fig. 4 a The curve of OA obtained by different training sample percentages for the Indian Pines data set.
ns for unweighted sample, percentages for weighted sample.
Science
For each sample percentages of cells that were viable, early apoptotic, late apoptotic and necrotic were calculated (Illustrated in Additional file 2).
In making of these samples percentage of superplastysizer in 0 and 5%% polymer were constantly considered.
Expert writing Tips
Best practice
When reporting a "sample percentage", always specify the total sample size to provide context and allow for accurate interpretation of the data.
Common error
Avoid assuming that a high "sample percentage" automatically indicates statistical significance. Always conduct appropriate statistical tests to confirm the findings are not due to random chance.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "sample percentage" primarily functions as a noun phrase, acting as a statistical term. It defines the proportion of a sample exhibiting a particular attribute. Ludwig AI validates its appropriate usage, as seen in multiple scientific examples.
Frequent in
Science
80%
Formal & Business
10%
Encyclopedias
10%
Less common in
News & Media
0%
Reference
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "sample percentage" is a noun phrase used to express the proportion of a specific characteristic within a defined group. As confirmed by Ludwig AI, this term is grammatically correct and most frequently used in scientific and academic contexts. When using "sample percentage", it is important to provide context by specifying the sample size and avoid misinterpreting statistical significance. Alternatives such as "proportion of the sample" and "sample proportion" can be used to convey similar meanings, depending on the context.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
proportion of the sample
Focuses on the relative amount without explicitly using a percentage.
sample proportion
A more concise and statistically oriented term.
percentage of respondents
Specifically refers to survey participants and their representation.
representation in the sample
Focuses on how well the sample reflects a specific characteristic.
fraction of the sample
Uses a different term for ratio, implying a part of a whole.
rate within the sample
Highlights a specific measure calculated from the sample data.
percentage composition of the sample
Highlights the constituents and their proportions within the sample.
incidence in the sample
Emphasizes the rate of occurrence within the studied group.
sample share
Implies a division or allotment within the sample group.
distribution within the sample
Refers to how elements are spread or allocated within the sample.
FAQs
How do I correctly use "sample percentage" in a sentence?
Use "sample percentage" to describe the proportion of a characteristic found within a defined sample. For instance, "The "sample percentage" of respondents who agreed with the statement was 65%."
What are some alternatives to using the term "sample percentage"?
Alternatives include "proportion of the sample", "percentage of respondents", or "sample proportion", depending on the specific context.
Is there a difference between "sample percentage" and "population percentage"?
"Sample percentage" refers to a specific subset, while "population percentage" describes the entire group. The "sample percentage" is often used to estimate the population percentage.
How is the "sample percentage" calculated?
The "sample percentage" is calculated by dividing the number of items with a specific characteristic by the total sample size, then multiplying by 100 to express it as a percentage.
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
4.1/5
Expert rating
Real-world application tested