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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
heap of data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "heap of data" is correct and usable in written English.
It can be used to describe a large amount of data that is unorganized or piled together, often in a casual or informal context. Example: "The researchers found a heap of data that needed to be analyzed before drawing any conclusions."
✓ Grammatically correct
News & Media
Academia
Science
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
5 human-written examples
Now that the results for quality have been unbundled from those for finance, trusts can no longer blame a poor overall rating on a dodgy financial performance.The headline ratings are supposed to summarise a heap of data.
News & Media
If we are going to contain every heap of data plutonium for 200 years, that means that every single person who will ever be in a position to see, copy, handle, store, or manipulate that data will have to be vetted and trained every bit as carefully as the folks in the rubber suits down at the local fast-breeder reactor.
News & Media
Now, that process of wading through stacks of records to find the best blend of songs, burning them to your computer and burning them again back onto a single CD has become a heap of data.
News & Media
Scientists are now sifting through the heap of data beamed back by Messenger.
News & Media
However, that image was created using a heap of data and some algorithm or workflow to analyze that data.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
We have heaps of data about the struggling schools.
News & Media
Google has used a similar approach — immense computing power, heaps of data and statistics — to tackle other complex problems.
News & Media
In this book, Hector Levesque shifts the conversation to "good old fashioned artificial intelligence," which is based not on heaps of data but on understanding commonsense intelligence.
Macrosense applies complex statistical algorithms to sift through the growing heaps of data about location and to make predictions or recommendations on various questions — where a company should put its next store, for example.
News & Media
Cornell Tech's Master's in Operations Research and Information Engineering (ORIE) will provide you with the mathematical modeling, large-scale computation and data analytics skills you need to turn heaps of data into effective business decisions.
Academia
Now that it dominates the field, Google is throwing its burly computing power and heaps of data at new problems specific to mobile phones — like translating phone calls on the fly and recognizing photos of things like plants and items of clothing.
News & Media
Expert writing Tips
Best practice
Use "heap of data" when you want to convey that the data is voluminous but potentially unorganized or overwhelming.
Common error
In formal reports or academic papers, consider using alternatives like "large volume of data" or "extensive dataset" to maintain a professional tone. "Heap of data" is better suited for less formal writing.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "heap of data" functions primarily as a noun phrase, acting as a direct object or subject in a sentence. As confirmed by Ludwig, this expression is valid in English.
Frequent in
News & Media
40%
Academia
40%
Science
20%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "heap of data" is a grammatically correct and understandable way to describe a large quantity of information. As Ludwig AI confirms, it is appropriate for use in written English. While its frequency is relatively rare, it finds its place across News & Media, Academic and Science contexts. When aiming for a more formal tone, alternatives like "large volume of data" or "extensive dataset" may be more suitable. In essence, "heap of data" is a versatile phrase best used when conveying volume and potential disorganization.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
mass of data
Replaces "heap" with "mass", indicating a large, unorganized quantity.
pile of data
Substitutes "heap" with "pile", suggesting a disorganized collection.
large volume of data
Replaces "heap" with "large volume", offering a more formal tone.
mountain of data
Uses "mountain" as a metaphor for a vast amount of data.
abundance of data
Emphasizes the plentiful nature of the data.
wealth of data
Suggests a valuable and extensive collection of data.
extensive data set
More formal term referring to a comprehensive collection of data.
vast quantities of data
Highlights the immensity of the data available.
significant amount of data
A more neutral way to describe a considerable quantity of data.
treasure trove of data
Highlights the value and richness found in the data.
FAQs
How can I use "heap of data" in a sentence?
You can use "heap of data" to describe a large quantity of information, for example: "The researchers found a "heap of data" that needed to be analyzed."
What's a more formal alternative to "heap of data"?
For a more formal tone, consider using phrases like "large volume of data" or "extensive dataset".
Is "heap of data" appropriate for academic writing?
While understandable, "heap of data" might be considered too informal for some academic contexts. It's often better to use more precise and formal language, depending on your audience.
What's the difference between "heap of data" and "pile of data"?
Both phrases suggest a large, disorganized collection of data. However, "heap of data" might imply a slightly larger or more overwhelming quantity than "pile of data".
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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
4.1/5
Expert rating
Real-world application tested