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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
samples of customers
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "samples of customers" is correct and usable in written English.
It can be used when referring to a selection or subset of customers for analysis, research, or feedback purposes. Example: "We collected samples of customers to better understand their preferences and improve our services."
✓ Grammatically correct
Science
News & Media
Alternative expressions(3)
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
3 human-written examples
A handful of other companies already offer to take samples of customers' DNA and extract information about their ancestry and their susceptibility to certain diseases.
News & Media
Samples of customers were asked to record their viewing activity, and this data was then projected and weighted to determine the market size for radio, and then television.
News & Media
For evaluation of customer-level reach and effectiveness, we conducted interviewer-administered pre-and posttest intercept surveys with convenience samples of customers in the intervention and comparison outlets.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
In this method, random sampling with replacement is performed to take samples of customer records.
Science
The message was posted to the Pastebin and claimed to include a sample of customers' personal details, including email addresses and records of transactions.
News & Media
We designed a questionnaire and used it to survey a randomly selected sample of customers of IB from the Yellow Pages, and obtained 203 usable responses.
Science
Given data on competitive spending from a sample of customers, this study considers the problem of predicting consumer expenditures at competing firms when data is unavailable.
But if you're going for a wide sampling of customers, you won't have that luxury.
News & Media
We undertook a retrospective cohort study among a random sample of customers of Røros and neighbouring Holtålen waterworks.
Science
To assess water as a risk factor, we conducted a retrospective cohort study on a random sample of customers from Røros and Holtålen waterworks.
Science
A forced-choice conjoint analysis questionnaire was administered to a convenience sample of customers (n = 50) recruited from two randomly selected carry-outs in the BHC study, one located in East Baltimore and the other in West Baltimore [ 21].
Science
Expert writing Tips
Best practice
When discussing research or analysis, clearly define how the "samples of customers" were selected (e.g., randomly, stratified) to ensure transparency and validity.
Common error
Avoid making broad generalizations about your entire customer base based on feedback from a small or non-representative "sample of customers". Ensure your sample accurately reflects your target demographic.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "samples of customers" functions as a noun phrase acting as the object of a verb or preposition, denoting a selected subset from a larger group of customers. Ludwig examples show it used in contexts discussing research, surveys, and data analysis.
Frequent in
Science
40%
News & Media
40%
Formal & Business
20%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "samples of customers" is a grammatically sound way to refer to a selection of customers used for analysis or feedback. Ludwig AI confirms its correctness. While not extremely frequent, it appears in diverse contexts like science, news media, and business. When using this phrase, ensure clarity in your selection methods and avoid overgeneralizations from your sample. Consider alternatives such as "customer samples" or "customer segments" based on your specific need. The register is generally neutral, suitable for professional and academic communication.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
customer samples
This alternative uses a compound noun structure instead of a prepositional phrase, making it more concise.
selected customers
This focuses on the action of selecting, rather than the resultant sample.
customer base subsets
This alternative emphasizes that the samples are smaller portions of the entire customer base.
random customer selections
Emphasizes the randomness of the selection process for the customers involved.
representative customer group
This alternative highlights that the sample is chosen to accurately reflect the larger customer population.
customer segments
This alternative focuses on grouping customers based on shared characteristics, rather than a random selection.
customer feedback group
Highlights the purpose of gathering insights from customers, rather than simply selecting them.
survey respondents
This is specific to customers who participate in surveys, narrowing the scope.
trial participants
This refers to customers who are actively participating in a trial or experiment.
focus group attendees
This is more specific, referring to customers participating in focus group discussions.
FAQs
How can I use "samples of customers" in a research context?
In research, "samples of customers" refers to a subset of your customer base selected for study. For example, "We analyzed "samples of customers" to understand their purchasing habits".
What is a good alternative to "samples of customers"?
Depending on the context, you could use alternatives like "customer samples" or "customer segments".
How do you ensure "samples of customers" are representative?
To ensure representativeness, employ appropriate sampling techniques such as random sampling or stratified sampling to mirror the overall customer demographic.
What biases might affect the selection of "samples of customers"?
Selection bias can occur if the "samples of customers" are not randomly selected. For instance, surveying only loyal customers might skew results positively.
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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
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested