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
introduces novel data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "introduces novel data" is correct and usable in written English.
It can be used in contexts where new or original information is being presented or discussed, particularly in academic or research settings. Example: "The study introduces novel data that challenges existing theories on climate change."
✓ Grammatically correct
Science
Science & Research
News & Media
Academia
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
PuReMD introduces novel data structures to store three-body and four-body interactions in a compact form.
Science & Research
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
This article introduces novel and fundamental improvements of fMRI data analysis.
Science
The present monograph significantly advances the state of the art and introduces novel concepts and algorithms for content-based analysis and retrieval for music data (Part I) and motion data (Part II).
Science & Research
The rationale behind SDN is twofold: it separates the data plane from the control plane and it introduces novel network control functionality based on abstract network representation.
To fill this research gap, this paper introduces a novel data integration framework for developing an evacuation decision support system for wildfire, Integrated Wildfire Evacuation Decision Support System (IWEDSS).
This paper introduces a novel data driven control method to suppress vibrations of flexible structures and experimentally validates the suppression performance.
Science
We then introduce a novel data structure (SWCX) to represent temporal branching dynamics.
Science & Research
"We introduce a novel data set of manipulated videos that exceeds all existing publicly available forensic data sets by orders of magnitude," says Rossler and co.
News & Media
In this paper, we explore the mathematical regularities underlying the similarity formulas, introduce a novel data structure, and design linear time algorithms to calculate the similarities.
Science
We have therefore introduced a novel data representation based on a matrix of contact duration distributions.
Science
We introduce a novel data integration framework, Anduril, for translating fragmented large-scale data into testable predictions.
Science
Expert writing Tips
Best practice
When describing research findings, use "introduces novel data" to highlight the originality and potential impact of your findings.
Common error
Avoid using "introduces novel data" if the data is only slightly different from existing datasets. Ensure the data truly offers a unique perspective or enables new insights.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "introduces novel data" functions as a verb phrase that highlights the act of presenting new and original information. According to Ludwig AI, this expression is usable in academic and research settings.
Frequent in
Science
50%
Science & Research
30%
News & Media
10%
Less common in
Academia
10%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
The phrase "introduces novel data" is a grammatically correct and frequently used expression, particularly in scientific and academic writing, to emphasize the originality and significance of new information. As Ludwig AI confirms, it's well-suited for contexts where presenting groundbreaking findings is crucial. When using this phrase, ensure the data truly offers a unique perspective and avoid overstating its novelty. Alternative expressions such as "presents new data" or "offers original data" can be used to convey similar meanings with slight variations in emphasis. The phrase aims to highlight originality and new insights.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
presents new data
Focuses on the act of showing or displaying new information.
offers original data
Emphasizes the uniqueness and source of the data.
unveils innovative data
Highlights the groundbreaking nature of the data.
launches groundbreaking data
Implies a significant introduction of data with far-reaching implications.
reveals novel data
Suggests uncovering previously unknown information.
establishes unique datasets
Emphasizes the creation and validation of original data.
introduces a new dataset
A more straightforward alternative, focusing on the novelty of the dataset itself.
presents a novel dataset
Combines the act of presenting with the novelty of the data.
unveils a novel approach
Shifts focus from data to a new methodology.
offers a unique perspective
Highlights the originality of the viewpoint or analysis.
FAQs
How can I use "introduces novel data" in a sentence?
You can use "introduces novel data" when you want to emphasize the originality and newness of the information you are presenting. For example: "This study "introduces novel data" that challenges existing theories."
What are some alternatives to "introduces novel data"?
Some alternatives include "presents new data", "offers original data", or "unveils innovative data", depending on the specific context and the nuance you want to convey.
Is it appropriate to use "introduces novel data" in formal writing?
Yes, "introduces novel data" is appropriate for formal writing, especially in scientific and academic contexts where the novelty of data is a significant factor.
What distinguishes "introduces novel data" from simply "introduces data"?
The word "novel" emphasizes that the data being introduced is not only new but also original and unique, offering a fresh perspective or insights that were previously unavailable. Using just "introduces data" does not carry the same weight of originality.
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
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested