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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
a variety of inputs
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'a variety of inputs' is correct and usable in written English.
You can use it to describe a broad range of sources which may be used to complete a task or provide information. For example: The project required us to consider a variety of inputs from a range of different sources.
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
diverse inputs
multiple inputs
various inputs
a range of inputs
an array of inputs
different kinds of inputs
a multitude of inputs
a variety of influences
a variety of techniques
a variety of materials
a variety of outputs
a variety of parameters
a multiplicity of inputs
a plethora of inputs
a variety of entries
a variety of representations
a variety of initiatives
a variety of communications
a mix of inputs
a variety of interventions
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
30 human-written examples
Network training is carried out for a variety of inputs.
Science
So into this box come a variety of inputs x1 through xm.
In these systems, the processes are complicated by a variety of inputs.
Science
The prosthetic arm is similar in size and weight to a natural limb, and it can be controlled by a variety of inputs.
News & Media
The data is proving a bit complex to amass (a variety of inputs including comment sentiment, page load time and social sharing) so I'm at the stage of considering faking it all for the demo.
News & Media
There is growing recognition of our versatility in developing research questions that demand a variety of inputs and which are relevant to health in particular and society in general.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
30 human-written examples
Utilising a transformer cascade, a variety of input voltages are studied for their effect.
Science
A variety of input shaper has been proposed to reduce the residual vibration of flexible structures.
Apple II (1977) from Apple Computer, Inc. (now Apple Inc ., and the IBM Personal Computer (1981) featured colour graphics, flexible storage capacity, and a variety of input devices.
Encyclopedias
Together with a colleague at SRI, William English, he eventually perfected a variety of input devices that became common including joysticks, light pens, and track balls.
Encyclopedias
Each technique encompasses a variety of input information as well as varying calculations or simulation models along with furnishing contrasting outcomes that suggest a variety of usages.
Science
Expert writing Tips
Best practice
When using "a variety of inputs", ensure that the different inputs you're referring to are genuinely distinct and contribute unique perspectives or data.
Common error
Avoid using "a variety of inputs" when you are only referring to minor variations of the same input. It's more accurate to use this phrase when the inputs are fundamentally different in nature.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "a variety of inputs" functions as a noun phrase, typically serving as the object of a verb or preposition. As Ludwig AI points out, it describes the presence of multiple distinct sources of information or data that are being considered.
Frequent in
Science
30%
News & Media
30%
Academia
15%
Less common in
Encyclopedias
5%
Formal & Business
10%
Wiki
0%
Ludwig's WRAP-UP
The phrase "a variety of inputs" is a common and grammatically sound expression used to describe situations where multiple, distinct sources of information or data are considered. As Ludwig AI states, it indicates a broad range of sources contributing to a task or providing information. It is frequently found in science, news, and academic contexts, suggesting its versatility. While alternatives like ""diverse inputs"" or ""various inputs"" offer similar meanings, it's essential to ensure the inputs are genuinely different to justify the use of this phrase. Overstating the variety when inputs are only marginally different should be avoided for accuracy.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
various inputs
Substitutes "variety" with "various", providing a direct synonym with minimal semantic shift.
diverse inputs
Uses a single adjective to replace the phrase "a variety of", offering a more concise alternative.
a range of inputs
Replaces "variety" with "range", focusing on the scope or spectrum of inputs.
multiple inputs
Replaces "variety" with "multiple", indicating several sources without emphasizing diversity.
an array of inputs
Employs "array" to suggest an ordered or impressive collection of inputs.
different kinds of inputs
Replaces "variety" with "different kinds", clarifying the diversity in type.
a multitude of inputs
Replaces "variety" with "multitude", emphasizing a large number of inputs.
diverse data sources
Changes "inputs" to "data sources", specifying the type of input being considered, and "a variety of" to "diverse".
heterogeneous inputs
Uses the more formal term "heterogeneous" to denote a mix of different types of inputs.
varied sources of information
Rephrases the entire expression to highlight the "sources of information" are varied.
FAQs
How can I use "a variety of inputs" in a sentence?
You can use "a variety of inputs" to indicate that a process or system considers multiple different sources of information. For example, "The model uses "a variety of inputs", including customer data, market trends, and economic indicators."
What are some alternatives to saying "a variety of inputs"?
Depending on the context, you could use alternatives such as "diverse inputs", "multiple inputs", or "various inputs".
Is it more accurate to say "a range of inputs" or "a variety of inputs"?
Both phrases are similar, but "a range of inputs" emphasizes the scope or spectrum of inputs, while "a variety of inputs" highlights the diversity of the sources. Choose the phrase that best reflects the specific context.
In what contexts is it appropriate to use the phrase "a variety of inputs"?
The phrase "a variety of inputs" is suitable in any context where multiple, distinct sources of information or data are considered, such as in scientific research, business analysis, or technological development.
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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