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
results in data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "results in data" is correct and usable in written English.
It can be used when discussing outcomes or findings that lead to the generation of data in various contexts, such as research or analysis. Example: "The experiment was successful and resulted in data that supported our hypothesis."
✓ 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
34 human-written examples
Sometimes this results in data disproving intuition.
News & Media
This exercise results in data points (coordinates) that you can plot on a skills map.
Science & Research
Impairments occurring on transmission channels usually results in data erasure or data corruption.
The first problem results in data that are not matched in just one direction and the second problem results in data that seem to be rotated a little bit.
Science
In this section, we present our AdOr scheme for the efficient diversification of query results in data exploration platforms.
Science
In this work, we do not consider the base station selection which results in data traffic at the base station.
Human-verified similar examples from authoritative sources
Similar Expressions
25 human-written examples
The Olympics may have been the only news story in town last week and would undoubtedly produce great journalism, but would it result in data journalism?
News & Media
In total, this resulted in data for 325 design alternatives.
Either case may result in data re-transmission.
Moreover, the PHD filter may result in data processing delay.
Variables like these can result in data that is not completely accurate.
News & Media
Expert writing Tips
Best practice
Use "results in data" to clearly indicate a cause-and-effect relationship where a process or action leads to the creation or availability of data. For example: "The new sensor technology results in data that is more accurate and reliable."
Common error
Avoid using "results in data" when you only observe a correlation. Just because two things occur together doesn't mean one caused the other. Ensure a clear causal link before using the phrase.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "results in data" functions as a causal connector, indicating that a preceding action, event, or condition leads to the creation or availability of data. Ludwig AI confirms the phrase's correctness and usability.
Frequent in
Science
75%
News & Media
15%
Formal & Business
5%
Less common in
Wiki
3%
Reference
1%
Social Media
1%
Ludwig's WRAP-UP
In summary, the phrase "results in data" serves as a causal connector, indicating that an action or process leads to the generation of data. Ludwig AI confirms the phrase is grammatically sound and acceptable. It's most frequently found in scientific, technical and news contexts, suggesting a formal to neutral register. While it's important to distinguish correlation from causation, using "results in data" can be an effective way to describe the outcomes of experiments, studies, and other data-driven activities. Remember to consider alternatives like "leads to data" or "produces data" for stylistic variation.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
leads to data
Changes the verb from "results" to "leads", slightly altering the nuance but maintaining the core meaning of causation.
produces data
Replaces "results" with "produces", emphasizing the creation or generation of data.
generates data
Similar to "produces data", but with a stronger emphasis on the automatic or systematic creation of data.
yields data
Offers a more formal alternative to "results", suggesting a return or output.
gives rise to data
Emphasizes the emergence or origination of data as a consequence.
creates data
Focuses on the act of making or forming data.
causes data to be
More verbose, explicitly stating the causal relationship.
contributes to data
Suggests that something is one of several factors leading to data.
is responsible for data
Assigns accountability for the existence of the data.
promotes data
Suggests data are being amplified, and data volume is increasing.
FAQs
How can I use "results in data" in a sentence?
Use "results in data" to show that a specific action or event leads to the creation or availability of data. For example, "The experiment's design "results in data" suitable for statistical analysis."
What are some alternatives to "results in data"?
You can use alternatives like "leads to data", "produces data", or "generates data" depending on the specific context and nuance you want to convey.
Is it correct to say "the results are data"?
While grammatically possible, "the results are data" sounds awkward. It's better to say "the results are the data" or, more commonly, use a phrase like "the experiment "results in data"".
How does "results in data" differ from "is reflected in the data"?
"Results in data" indicates a direct cause-and-effect where something creates data. "Is reflected in the data" implies that existing data shows evidence of something but doesn't necessarily mean the data was caused by it.
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