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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
cumulative information
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "cumulative information" is correct and can be used in written English.
It is used to refer to information that has been gathered or acquired over a period of time. For example, "The researchers used cumulative information from previous studies to formulate their hypothesis."
✓ Grammatically correct
Science
Academia
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
50 human-written examples
In the future, he said, the "real value creation will come from stitching together photos as a fabric, extracting information and then providing that cumulative information as a totally different package".
News & Media
The novelty of the method and information presented here is in the idea of leveraging the cumulative information available regarding procedures in regulations and standards.
Under SWF, the cumulative information of mining previous partitions is selectively carried over toward the generation of candidate itemsets for the subsequent partitions.
Science
Moreover, energy, ever more available, directed by cumulative information stored in computers, is capable of synthesizing raw materials, of machining and packaging commodities, and of supplying the physical needs of the total global population.
Encyclopedias
On the positive side, he and Healy report that voters armed with yearly and cumulative information on income growth for typical American families do weigh all years, each fairly equally.
The proposed accelerations are mainly based on using the information from the backend database schema and contents, as well as cumulative information produced throughout the different steps in the design.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
10 human-written examples
Network relationships could only be captured once a user had been identified as messaging about H1N1 vaccination, so cumulative network information improves toward the end of the data collection period.
Science
Lenz and Healy maintain that this disconnect can be resolved if government agencies such as the Bureau of Labor Statistics or Bureau of Economic Analysis report cumulative economic information as part of releasing the most recent data.
This year we are fortunate to add the cumulative 1996 information from the Cleveland Ohioo) Clinic to the US survey data.
Academia
Technological progress is cumulative, and information travels fast these days, which helps companies to produce more, better and cheaper goods each year.
News & Media
Vibrational spectra (Raman and IR) contain the cumulative chemical information of all the biochemical molecules present in the sample in terms of intensities at these different wavenumbers (bands).
Expert writing Tips
Best practice
When using "cumulative information", specify the timeframe or process over which the information has been accumulated to provide context and enhance clarity. For example, instead of saying "cumulative information suggests...", specify "cumulative information gathered over the past decade suggests...".
Common error
Avoid using "cumulative information" when you actually mean real-time or current data. "Cumulative information" refers to data gathered over time, not necessarily the most up-to-date information. For example, if you are referring to the latest stock prices, use "current market data" rather than "cumulative market information".
Source & Trust
84%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "cumulative information" primarily functions as a noun phrase, where "cumulative" acts as an adjective modifying the noun "information". As seen in Ludwig, it describes the result of gathering and aggregating information over a period of time.
Frequent in
Science
79%
Academia
11%
News & Media
4%
Less common in
Encyclopedias
2%
Formal & Business
2%
Wiki
0%
Ludwig's WRAP-UP
In summary, "cumulative information" is a grammatically correct and frequently used noun phrase that refers to information gathered and aggregated over time. Ludwig AI confirms its validity and appropriateness across various contexts. Its usage is particularly prevalent in scientific and academic domains, as it effectively conveys the concept of accumulated knowledge. When using this phrase, it's best practice to provide context about the timeframe or process of accumulation to ensure clarity. Alternatives like ""aggregated data"" or ""accumulated knowledge"" may be suitable depending on the specific nuance you want to convey.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
aggregated data
Focuses on the result of combining data points into a summary form.
accumulated knowledge
Emphasizes the growth of knowledge through continuous learning and experience.
composite data
Highlights the combination of different data sources to form a unified view.
collective intelligence
Refers to the shared knowledge and understanding that emerges from a group.
historical data
Points to information gathered and stored from past events or periods.
consolidated information
Implies the streamlining and unification of information from various origins.
integrated data
Highlights the connection and interoperability of distinct datasets.
collated data
Indicates the systematic gathering and arrangement of information.
synthesized knowledge
Stresses the combination of different pieces of information to create new understanding.
longitudinal data
Denotes data collected over a prolonged time to track changes or trends.
FAQs
How is "cumulative information" typically used in academic writing?
In academic writing, "cumulative information" is used to refer to the body of knowledge or data that has been gathered and built upon over time, often through research and study. It's commonly used in literature reviews or when presenting a synthesis of findings from multiple sources.
What are some alternatives to "cumulative information" that I can use in my writing?
Depending on the context, you could use alternatives like "aggregated data", "accumulated knowledge", or "composite data". The best choice depends on the specific nuance you want to convey.
Is it redundant to say "cumulative total information"?
Yes, using "cumulative total information" can be redundant because "cumulative" already implies a total or sum over time. Sticking with just "cumulative information" is generally more concise and clearer.
How does "cumulative information" differ from "real-time data"?
"Cumulative information" refers to data gathered and compiled over a period, reflecting a historical perspective. In contrast, real-time data represents the most current and up-to-date information available at any given moment. They serve different purposes and should not be used interchangeably.
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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
4.6/5
Expert rating
Real-world application tested