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
which in data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "which in data" is not correct and does not convey a clear meaning in written English.
It may be intended to refer to something specific within a data context, but it lacks clarity and completeness. Example: "The results of the experiment, which in data, were inconclusive."
⚠ May contain grammatical issues
Science
News & Media
Alternative expressions(6)
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
1 human-written examples
That was the Liquid Scintillator Neutrino Detector (LSND) at the Los Alamos National Laboratory in New Mexico, which in data acquired between 1993 and 1998 showed muon antineutrinos to be oscillating into electron antineutrinos far more readily than expected.
Science & Research
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
The correlation coefficient between these variables was 0.33, which in these data was significant, p < 0.0001.
Science
The amount of information gathered so far "is a ridiculous amount of data," said Jeff Lendino, associate general counsel at Ontrack Data International, which specializes in data retrieval.
News & Media
■ MFG Labs, Paris, which specializes in data analytics, was acquired by Havas Media, part of Havas.
News & Media
■ Bitdeli, San Francisco, which specializes in data analytics, was acquired and absorbed by AdRoll, San Francisco.
News & Media
The takeover of Sterling, which specializes in data storage, is valued at $4 billion in stock and should be completed by May.
News & Media
"The most successful scams are when they already have some genuine information on you," says Colin Tankard, managing director of Digital Pathways, which specialises in data security for businesses.
News & Media
They have an Augmented Reality iphone app [iTunes Store link] which pulls in data from the site.
News & Media
In this work, we do not consider the base station selection which results in data traffic at the base station.
Several attempts have been made to analyze degree to which changes in data affect the operation of economic dispatch.
The firm does not disclose its clients, but The Chertoff Group has served as an adviser to at least one cybersecurity firm, Opera Solutions, which specializes in data analysis.
News & Media
Expert writing Tips
Best practice
When describing relationships within data, use precise language to avoid ambiguity. Consider using phrases like "derived from the data" or "based on the data" for clarity.
Common error
Avoid using the phrase "which in data" as it is grammatically awkward and lacks clarity. Instead, opt for more direct and understandable alternatives such as "which relates to the data" or "that is present in the data".
Source & Trust
83%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "which in data" functions as a relative clause attempting to link a preceding noun phrase to information contained within a dataset. However, Ludwig AI indicates that it is not grammatically sound and lacks clarity in standard English.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, the phrase "which in data" is grammatically questionable and lacks clarity in standard English. As Ludwig AI highlights, it is advisable to avoid this phrase in favor of more precise and commonly accepted alternatives such as "which relates to data", "that is present in the data", or "based on the data". These alternatives ensure better communication and are more suitable for formal, scientific, and general writing contexts. While instances of the phrase might appear, their infrequency and questionable grammar make them less desirable for effective communication.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
which relates to data
Changes the preposition to "relates to", providing a more direct connection and clearer meaning.
that is present in the data
Replaces "which in" with "that is present in", focusing on the existence of something within the data.
as found in the data
Emphasizes the source of the information, indicating it's derived directly from the data.
contained within the data
Highlights that the information is an integral part of the dataset.
derived from the data
Focuses on the origin of the information, showing it's a result of processing the data.
based on the data
Indicates a foundation or reliance on the data for support or justification.
according to the data
Attributes the information directly to the data, suggesting it's a factual representation.
identified in the data
Highlights that the information was specifically located or recognized within the data.
as per the data
Presents information in accordance with what the data shows, often used in formal contexts.
supported by the data
Implies that the data provides evidence or confirmation for a particular claim or finding.
FAQs
How can I rephrase "which in data" to improve clarity?
To enhance clarity, replace "which in data" with phrases like "which relates to data", "that is present in the data", or "as found in the data", depending on the specific context.
What are some alternatives to "which in data" for formal writing?
In formal contexts, consider using "contained within the data", "derived from the data", or "as per the data" to maintain a professional tone and ensure precision.
Is "which in data" grammatically correct?
The phrase "which in data" is grammatically awkward and not commonly used. It's better to use more precise and standard phrases like "which is based on data" or "that is included in the data".
How does the meaning change when using "which in data" versus "based on data"?
While "which in data" is vague and grammatically unusual, "based on data" clearly indicates that something is supported or justified by the data. Using the latter provides a more direct and understandable connection.
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
83%
Authority and reliability
2.8/5
Expert rating
Real-world application tested