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
overabundance of data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "overabundance of data" is correct and usable in written English.
It can be used when discussing situations where there is an excessive amount of data available, often leading to challenges in processing or analyzing it. Example: "In today's digital age, we often face an overabundance of data, making it difficult to extract meaningful insights."
✓ Grammatically correct
Science
News & Media
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
6 human-written examples
I appreciate the difficult position frequently faced by patients when they confront an overabundance of data and other information.
News & Media
An overabundance of data makes important things harder to find and impedes good decision-making.
News & Media
High-resolution DEMs from active remote sensing form a new basis for geomorphological work, which is moving on from consideration of whether data are accurate enough to how the surface of interest can be defined from an overabundance of data.
Science
Our perception of the Internet is shifting by two main factors, an explosive growth of proactive mobile devices, and an overabundance of data that is growing beyond tractable operation.
Science
Perhaps ironically, the greatest challenge for functional annotation based on similarity searches is an overabundance of data.
Science
Mitigating an overabundance of data with efficient categorization of records is key for the successful future of HIE.> Through our user needs assessment, we were able to identify common themes of clinical drivers for physicians requesting OI and medical decision-making using OI.
Human-verified similar examples from authoritative sources
Similar Expressions
50 human-written examples
The challenge in those cases was instead an overabundance of information.
News & Media
Call it an overabundance of information.
News & Media
Don't overwhelm the reader with an overabundance of information.
Wiki
That's produced a pattern I've seen on a host of similar environmental issues: A paucity of data leads to a overabundance of assertion.
News & Media
In vivo data were consistent with an overabundance of non-specific sirolimus-binding sites relative to the specific receptors and to the delivered dose.
Expert writing Tips
Best practice
When using the phrase "overabundance of data", clearly explain the consequences or challenges this excess creates, such as difficulty in analysis or decision-making. For example, "The overabundance of data from social media requires sophisticated tools for sentiment analysis."
Common error
Avoid using "overabundance of data" when you actually mean a lack of data. The phrase implies that there's too much data, not too little. Ensure your statement reflects the correct situation to maintain clarity.
Source & Trust
91%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "overabundance of data" functions as a noun phrase, typically serving as the subject or object of a sentence. Ludwig AI confirms its grammatical correctness. It denotes a state where the quantity of data exceeds what is manageable or useful, often leading to challenges in processing and analysis.
Frequent in
News & Media
33%
Science
50%
Formal & Business
0%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
17%
Ludwig's WRAP-UP
In summary, "overabundance of data" is a grammatically sound and relatively common noun phrase used to describe situations where the volume of data is excessive. Ludwig AI confirms the expression is suitable for usage. As demonstrated by Ludwig's examples, it appears across various domains, particularly in scientific and news-related content. When writing, keep in mind the phrase’s neutral-to-professional register and ensure it accurately reflects a situation of surplus, not scarcity, to maintain clarity and precision.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
data overload
Focuses on the overwhelming aspect of having too much data.
information explosion
Emphasizes the rapid increase in the amount of available information.
excessive data volume
Highlights the large quantity of data.
data deluge
Uses a metaphor to describe the overwhelming flow of data.
surfeit of data
Indicates an excess or oversupply of data.
glut of information
Similar to 'surfeit', but specifically uses 'information'.
information saturation
Highlights the state of being completely filled with information.
data saturation
Focuses on the idea that adding more data does not add to the analysis.
too much data
A simpler, more direct way to express the same concept.
data surplus
Similar to “overabundance”, indicates more than is needed
FAQs
How can I use "overabundance of data" in a sentence?
You can use "overabundance of data" to describe situations where there is an excessive amount of data, often leading to analysis paralysis or difficulty in extracting meaningful insights. For example: "The researchers struggled to make sense of the overabundance of data collected during the experiment."
What's the difference between "data overload" and "overabundance of data"?
"Overabundance of data" simply refers to a large quantity of data. "Data overload" describes the state of being overwhelmed by this large quantity, often leading to stress or inability to process the information effectively.
Which is a better phrase to use, "excessive amount of data" or "overabundance of data"?
Both phrases are correct and usable. "Overabundance of data" emphasizes the surplus aspect, while "excessive amount of data" simply highlights the quantity. The best choice depends on the specific nuance you want to convey.
What can I say instead of "overabundance of data"?
You can use alternatives like "data deluge", "information explosion", or "data saturation" depending on the context. Each alternative carries a slightly different connotation, so choose the one that best fits your meaning.
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
91%
Authority and reliability
4.5/5
Expert rating
Real-world application tested