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
each of the clusters
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "each of the clusters" is correct and usable in written English.
It can be used when referring to individual items within a group or collection, emphasizing the distinctiveness of each item. Example: "Each of the clusters in the dataset represents a unique grouping of similar data points."
✓ Grammatically correct
Science
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
60 human-written examples
Each of the clusters is based on Intel microprocessors and runs the Linux operating system.
News & Media
The second one (reholt) performs line detection in each of the clusters previously discovered.
They are chosen as the initial cluster centers for each of the clusters.
The coefficient on Education was positive and significant for the each of the clusters.
There is considerable insight that could be gained from a closer inspection of each of the clusters.
Science
Then, from each of the clusters, we find some frames that are nearest to the center of the cluster.
Moreover, in each of the clusters, women owned livestock, including camels, cattle and small stock, and women were involved in the herding activities.
These relevance weights and the cardinality, mean, and covariance of each of the clusters are then used to initialize the MSCHMM parameters.
After clustering of states, we formed representative time series for each of the clusters, which collectively represent all the time series in that cluster.
Science
This algorithm assigns a probability distribution to each instance, which indicates the probability of it belonging to each of the clusters.
Science
Each of the clusters has nodes, and there are slots in a frame, which implies that each cluster has one dummy node.
Expert writing Tips
Best practice
When using "each of the clusters", ensure that the context clearly defines what constitutes a 'cluster'. This prevents ambiguity and ensures the reader understands the scope of your statement.
Common error
Avoid using "each of the clusters" when you are referring to a subset or specific groups within the clusters. Be precise about which clusters you are discussing to avoid misinterpretations.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "each of the clusters" functions as a prepositional phrase that modifies a noun or verb by specifying which clusters are being referred to. According to Ludwig AI, it's a valid and usable phrase.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Academia
0%
Ludwig's WRAP-UP
In summary, the phrase "each of the clusters" is grammatically sound and highly prevalent, as affirmed by Ludwig AI. Its primary function is to focus attention on individual groupings within a larger set, most often in the scientific and academic spheres. When employing this phrase, ensure clarity regarding the specific groups being referenced to avoid ambiguity. While acceptable in broader contexts, it is particularly suitable for formal and technical discourse. Remember to use a singular verb form. Alternatives such as "every one of the clusters" can offer slight variations in emphasis.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
every one of the clusters
Replaces "each" with "every one", emphasizing the individual consideration of all clusters.
each cluster individually
Adds "individually" to highlight the separate consideration of each cluster.
every cluster
Simplifies the phrase by removing "of the", making it more concise.
for each cluster
Changes the preposition to "for", shifting the focus slightly to the action performed on each cluster.
each individual cluster
Adds "individual" to further emphasize the distinct nature of each cluster.
in each cluster
Replaces "of the" with "in", indicating location or context within each cluster.
each and every cluster
Uses "each and every" for stronger emphasis on every single cluster.
every single cluster
Similar to "each and every cluster", emphasizes the singularity of each cluster.
each separate cluster
Adds "separate" to highlight the distinctness of each cluster from the others.
all clusters individually
Changes the focus to "all clusters" but maintains the emphasis on individual consideration.
FAQs
How do I use "each of the clusters" in a sentence?
Use "each of the clusters" to refer to individual groups within a larger set. For example, "Each of the clusters was analyzed for unique characteristics."
What can I say instead of "each of the clusters"?
You can use alternatives like "every one of the clusters" or "each cluster individually", depending on the desired emphasis.
Which is correct: "each of the clusters is" or "each of the clusters are"?
While "each" typically implies a singular subject, the phrase "each of the clusters" implies that there are several clusters, but you're talking about them one by one. However, the verb form should be singular: "Each of the clusters is..." is grammatically correct.
What's the difference between "each of the clusters" and "all of the clusters"?
"Each of the clusters" focuses on individual analysis or properties, while "all of the clusters" considers the entire group collectively. The choice depends on whether you want to emphasize individual units or the whole.
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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested