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
by fuel type
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "by fuel type" is correct and usable in written English.
It can be used when categorizing or analyzing data based on different types of fuel. Example: "The report breaks down energy consumption by fuel type, highlighting the reliance on renewable sources."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(2)
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
32 human-written examples
Figure 1 shows the total installed power capacity by fuel type for Bangladesh.
Projected Norwegian passenger car fleet at year-end 2030, by fuel type, kg curb weight and year of first registration.
First is an inventory of passenger car emissions, by fuel type: gasoline, diesel, liquefied petroleum gas (LPG) and electricity.
For the former, the Australian Greenhouse Emissions Information System provided emission data by sector and by fuel type.
The amount of carbon dioxide emitted per gallon of fuel burned varies by fuel type, since each contains a different amount of carbon per gallon.
News & Media
Table 3 CO2emissionsns by fuel type (GWP100) [8, 15, 28] Heating energy source Carbon emissions (gCO2e / kWh heat) Electricity 40 Natural gas 215 Furnace oil 351.
Human-verified similar examples from authoritative sources
Similar Expressions
28 human-written examples
Open image in new window Fig. 2 Percentage of China's energy consumption structure by fuel types, 1965 2015.
Science
The properties of the materials prepared by SCS are essentially governed by the fuel type and by the reducer/oxidizer molar ratio, the so called "Φ" ratio [24, 26, 27].
About three-fourths of the data were disaggregated by individual fuel type and approximately two-thirds of the data by urban and rural residency.
These parameters and their values are based on 10 20 years of research in Northern Australia and vary by vegetation fuel type, fuel components (size classes), fire season, fire interval and climatic condition [65, 75 78].
Further classification by specific fuel type identified 3,888 predominant coal users and 2,252 predominant wood users.
Expert writing Tips
Best practice
When writing about fuel types, be specific. Instead of just stating "by fuel type", consider specifying the fuel types involved (e.g., "by fuel type: gasoline, diesel, and electric").
Common error
Avoid vague references to "fuel". Always clarify the specific types of fuel being discussed to prevent ambiguity.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "by fuel type" primarily functions as a prepositional phrase that modifies a noun or verb, indicating a method of categorization or analysis. It specifies that something is classified or differentiated based on the kind of fuel involved. Ludwig provides many examples demonstrating this usage.
Frequent in
Science
75%
News & Media
15%
Formal & Business
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "by fuel type" is a grammatically correct and commonly used prepositional phrase for categorizing or analyzing data based on different kinds of fuel. As Ludwig AI confirms, its function is to specify a method of classification, often seen in formal contexts like science and news. To enhance clarity, be as specific as possible about the fuel types being referenced. For alternatives, consider using "according to fuel type" or "based on fuel type" to add nuance to your writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to fuel type
Changes the preposition to indicate a source of information or a basis for classification.
based on fuel type
Emphasizes that the fuel type is the foundation for the analysis or categorization.
categorized by fuel type
Highlights the act of classifying items based on their fuel type.
differentiated by fuel type
Focuses on how different items are distinguished from each other based on their fuel type.
with respect to fuel type
Formal and emphasizes a specific aspect under consideration.
in terms of fuel type
Similar to "with respect to", indicating a specific lens through which something is being examined.
depending on the fuel type
Highlights the variability or changes that occur based on the fuel type used.
fuel-type-specific
Uses an adjective to describe something that is unique to a certain fuel type.
by means of fuel type
Indicates the method or resource used to classify data.
fuel source dependent
Focuses on the reliance or connection between a process and fuel source.
FAQs
How is "by fuel type" used in a sentence?
The phrase "by fuel type" is used to categorize, classify, or analyze data based on the different kinds of fuel. For example: "The report breaks down carbon emissions "by fuel type"."
What can I say instead of "by fuel type"?
You can use alternatives like "according to "fuel type"", "based on "fuel type"", or "categorized "by fuel type" depending on the context.
Is it better to say "by fuel type" or "based on fuel type"?
Both "by fuel type" and "based on "fuel type"" are grammatically correct. The choice depends on the specific nuance you want to convey. "By fuel type" suggests a direct classification, while "based on fuel type" implies a dependence or foundation.
What does it mean to analyze something "by fuel type"?
Analyzing something "by fuel type" means examining different aspects or characteristics while distinguishing between various categories of fuel, such as gasoline, diesel, electric, or natural gas. This allows for comparison and a deeper understanding of how each fuel type contributes to the overall analysis.
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
4.5/5
Expert rating
Real-world application tested