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
every single data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "every single data" is not commonly used in written English. It may be grammatically correct, but it is more natural to use "every single piece of data" or simply "all the data." Example: The computer system was able to analyze every single piece of data from the study in just a few minutes.
News & Media
Science
Academia
Alternative expressions(20)
comprehensive data set
every single product
every single person
on a yearly basis
year after year
each and every year
every single bit
each passing year
every single family
every single month
every single detail
of every year
every single week
every single way
every single component
every single night
every single element
every single day
every single year
consistently every year
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
19 human-written examples
If he was right, every single data point they had on their map was wrong, by at least 10 miles.
News & Media
Their being forced to report every single data point would lead to less transparency, not more, he says.
News & Media
Skeptics (19% of the executives we polled) are highly suspicious of every single data point, especially any information that challenges their worldview.
News & Media
Nonparametric kernel density estimator doesn't assume a fixed number of mixture components, what it does is it takes some kernel, some fixed kernel, and it places it over every single data point.
The alternative is to use combinatorial analysis, to take every single data point and compare it to every other data point, looking for the best fit, unblinded by a hypothesis.
News & Media
The only way you can shut down cryptographic distributed networks today is to either arrest the vast majority of (or in the case of a blockchain database, all) persons running a node and ensure that every single data store containing a copy of that application database is destroyed; or shut down the Internet".
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
41 human-written examples
Thus, we built a classic classifier with an evolutionary Bayes kernel and adjusted the kernel with a small sample set for the changed production model rather than training every product and every production line with a single data set.
Every single day, data is being opened up that is relevant.
News & Media
"If you didn't trust the person you were working with, you'd have to check every single raw data point.
News & Media
A copy of an article published by the researchers outlines how every single Medicare data code was able to be reidentified by linking the dataset with other available information.
News & Media
"When you have advanced analytics tools and strong computational power, it's tempting to capture every single possible data point to 'get a better understanding' or 'make the most of the tool'," Le says.
News & Media
Expert writing Tips
Best practice
When aiming for precision, specify "every single data point" to highlight individual data elements.
Common error
While "every single data" isn't strictly incorrect, it can sound repetitive. Opt for more concise phrasing like "all data" or "every data point" when appropriate.
Source & Trust
84%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "every single data" functions primarily as a determiner followed by a noun. It aims to specify that no data is excluded. Ludwig indicates this phrase, while understandable, may not be the most conventional.
Frequent in
News & Media
40%
Science
30%
Academia
30%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "every single data" is used to convey a sense of completeness and inclusivity regarding data. While understandable, Ludwig suggests it's not the most conventional or grammatically sound phrasing. Alternatives like "every single piece of data", "every data point", or simply "all data" often provide greater clarity and impact. This phrase appears across various contexts including news, science, and academic texts, however, focusing on more common alternatives will improve overall clarity and conciseness in writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
every individual data point
Replaces 'single' with 'individual' and clarifies 'data' as a 'point' for emphasis.
each and every data element
Uses 'each and every' for heightened emphasis on the inclusiveness of the data.
all data points without exception
Explicitly states that no data points are excluded.
the entirety of the data
Focuses on the complete set of data, emphasizing its wholeness.
every last piece of data
Adds an informal emphasis on completeness.
every bit of data
Uses 'bit' to refer to a small piece of data, highlighting the attention to detail.
all available data
Highlights the inclusion of all data that is accessible or obtainable.
comprehensive data set
Indicates that the data set is complete and thorough.
the complete data set
Directly states that the data set is whole and lacking nothing.
no data left out
Emphasizes the absence of omission, ensuring every piece of data is included.
FAQs
Is it grammatically correct to say "every single data"?
While understandable, the phrasing "every single data" isn't the most common or natural. Consider using alternatives like "every single piece of data" or simply "all data" for better clarity.
What are some alternatives to "every single data"?
Depending on the context, you can use alternatives such as "every data point", "each and every data element", or "the entirety of the data".
How can I use "every single data" in a sentence?
Example usage: "The algorithm processes "every single data" point to identify patterns.". However, using "every single piece of data" would be more common.
Which is better, "every single data" or "every single piece of data"?
"Every single piece of data" is generally preferred for its clearer and more natural phrasing. While the meaning is similar, the latter is more grammatically sound and widely accepted. Alternatively, "all the data" may be another possibility.
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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
3.8/5
Expert rating
Real-world application tested