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
an initial set of
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "an initial set of" is correct and usable in written English.
It can be used when referring to a preliminary collection or group of items, ideas, or data that will be expanded or modified later. Example: "We will start with an initial set of requirements before finalizing the project specifications."
✓ Grammatically correct
Science
Academia
News & Media
Alternative expressions(17)
a first batch of
an initial production of
an extraordinary set of
an initial run of
an integrated set of
a primary batch of
an initial group of
an initial rate of
an initial period of
a first series of
a second series of
a first round of
a first bundle of
a bundle of
a first bunch of
a first grouping of
a starting assortment of
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
This group has also proposed an initial set of goals.
News & Media
The system returns an initial set of retrieval results.
Academia
The teams began by attempting to identify an initial set of bots in the data.
News & Media
Care must be taken in selecting an initial set of parameter values.
Academia
FA is employed to extract the underlying latent factors using an initial set of affective dimensions.
Science
One of the outcomes of this study is an initial set of generic functional scenarii.
Science
Most notably, the Kilobots require no micromanagement or intervention once an initial set of instructions has been delivered.
Academia
(3) Full datset (initial release): we provide an initial set of shapes that contain the full information about the dataset.
When constructing an initial set of clusters, this procedure explicitly addresses the tradeoff between exploiting parallelism and incurring communication cost.
Minimizing efforts to define an initial set of policies.
As with Android, Web Intents documents an initial set of intent actions (edit, view, share, etc).
News & Media
Expert writing Tips
Best practice
When using "an initial set of", specify what criteria determined the inclusion of items in that set. This provides context and clarity for your reader.
Common error
Avoid using "an initial set of" without indicating whether this set will be expanded or modified later. Be specific about its role and purpose within the context.
Source & Trust
88%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "an initial set of" functions as a determiner phrase, modifying a noun to indicate a starting or preliminary collection. Ludwig examples confirm this usage across various contexts.
Frequent in
Science
40%
Academia
30%
News & Media
15%
Less common in
Formal & Business
5%
Encyclopedias
5%
Wiki
5%
Ludwig's WRAP-UP
In summary, "an initial set of" is a versatile phrase used to denote a preliminary collection or group, often implying further expansion or modification. Ludwig AI's analysis reveals its common usage across diverse fields, including science, academia, and news media. The phrase maintains grammatical correctness and is suitable for both formal and neutral registers. When using this phrase, ensure clarity by specifying the context and purpose of the set. Alternatives like "a preliminary group of" or "a starting point collection of" can be employed depending on the specific nuance you wish to convey.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
a preliminary group of
Emphasizes the tentative nature and potential for later modification more strongly.
a starting point collection of
Highlights the idea of beginning a collection, rather than just a set.
an introductory selection of
Implies that the set is meant to be representative or educational.
a basic assortment of
Suggests a more diverse range within the initial collection.
an early compilation of
Focuses on the gathering or assembling aspect of the set.
a first batch of
Suitable when referring to items produced or processed in groups.
an original array of
Highlights the novelty or uniqueness of the initial collection.
a primary cluster of
Conveys the idea of elements being grouped or concentrated together.
a nascent assortment of
Emphasizes the emerging or developing nature of the collection.
a foundational grouping of
Highlights the role of the set as a base or starting point.
FAQs
How can I use "an initial set of" in a sentence?
You can use "an initial set of" to describe a starting collection or group of items, ideas, or data. For example, "The researchers began their analysis with an initial set of data points."
What are some alternatives to using "an initial set of"?
Depending on the context, you could use alternatives like "a preliminary group of", "a starting point collection of", or "an introductory selection of".
Is there a difference between "an initial set of" and "a final set of"?
Yes. "An initial set of" refers to a collection that is likely to be modified or expanded, while "a final set of" implies that the collection is complete and not subject to further changes.
When is it appropriate to use "an initial set of" in formal writing?
It is appropriate to use "an initial set of" in formal writing when you need to describe the starting point of a process or analysis, particularly in academic or scientific contexts.
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
88%
Authority and reliability
4.5/5
Expert rating
Real-world application tested