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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
per type
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "per type" is correct and usable in written English.
It is often used in a context when discussing different types of something, and it means for each type, or for every type. For example, "We will need to design a new logo per type of product we offer."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(5)
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
58 human-written examples
User availability shows to vary per type of misconfiguration.
Science
In the second experiment, four types of pictures are trained, with four distorted variations per type.
This means that the hygienic requirements can differ per type of application.
Open image in new window Fig. 1 Distribution of survey respondents per type of hospitals.
Science
Surprisingly low differences are further observed between performances per type among valence and arousal.
Table 1 Length of trips per type of vehicle Vehicle type Freq.
Fig. 12 Distribution of houses as per type of roof in Kaski.
Science
This is shown in Table 2, which gives an overview of the network partners consulted per type of innovation.
In Fig. 10, we can see the progress of the fitness function over each iteration for one example per type.
Human-verified similar examples from authoritative sources
Similar Expressions
2 human-written examples
This work illustrates the dissemination of bacteria carrying PER-type ESBL and VIM-type MBL enzymes.
Cell soma depth is modeled as a cell-type-dependent Gaussian distribution with latent (unknown) per-type mean and variance.
Science
Expert writing Tips
Best practice
Use "per type" to clearly indicate that instructions, costs, or characteristics vary based on the category or classification of an item or process. For example, "The shipping costs vary per type of product."
Common error
Avoid using "per type" when a simpler preposition like "by" or "for" is more appropriate. For instance, instead of "payment per type of user", prefer "payment by user type" for conciseness.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "per type" functions as a prepositional phrase, modifying a noun or verb to indicate a rate, distribution, or characteristic specific to each category or kind. Ludwig AI shows its use across diverse contexts, further illustrating its function as a descriptor of differentiation.
Frequent in
Science
83%
News & Media
8%
Formal & Business
6%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "per type" is a grammatically sound and frequently used prepositional phrase that means "for each type" or "according to type". Ludwig AI confirms that its primary function is to specify distinctions or variations based on categorization. It appears most commonly in scientific contexts, with a neutral to formal register. When using "per type", ensure that it clearly indicates a rate, distribution, or characteristic specific to each category or kind. Be mindful of potential redundancy and consider simpler alternatives when appropriate.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
for each type
Emphasizes individual consideration within each category.
by category
Highlights arrangement or analysis based on distinct categories.
according to type
Stresses adherence to a pre-defined classification system.
for every kind
Broadens the scope to include all varieties within the group.
in each category
Focuses on actions or attributes that occur within specified groupings.
on a type basis
Suggests a systematic approach where type is a determining factor.
classified by type
Emphasizes a formal classification process.
depending on the type
Highlights the influence of type on a subsequent outcome or characteristic.
with respect to type
Signals a detailed examination or consideration of differences in type.
as regards type
Indicates a specific focus on matters related to type distinctions.
FAQs
How can I use "per type" in a sentence?
Use "per type" to specify that something is calculated, distributed, or varies according to different categories. For instance, "The pricing is structured per type of subscription".
What does "per type" mean?
The phrase "per type" means "for each type" or "for every type", indicating that something is considered individually for each distinct category.
Which is correct, "per type" or "by type"?
Both "per type" and /s/by+type are generally correct, but "per type" emphasizes a more detailed or itemized breakdown for each category, while "by type" can be more general.
Are there alternatives to "per type"?
Yes, you can use alternatives like "for each type", /s/according+to+type or /s/by+category depending on the specific context and the level of formality you want to convey.
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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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested