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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
aggregate insights
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "aggregate insights" is correct and usable in written English.
It can be used when referring to the process of collecting and summarizing information or data to draw conclusions or understand trends. Example: "The team worked diligently to aggregate insights from various sources to inform their strategy moving forward."
✓ Grammatically correct
News & Media
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
3 human-written examples
With a list of their names, Ark could bring back aggregate insights about their demographics, locations, interests, and more.
News & Media
However, the Wildfire suite offers some additional features beyond the new Facebook Insights, including the ability to track and aggregate Insights across multiple fan pages, for example.
News & Media
Leverage the aggregate insights of its own users to root out false or deceptive news, and then, remove the profit motive by charging publishers who try to promote it.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
Together we all seek to create a Big Bat 21 for the public that funds a World Brain and Global Game such that every public everywhere has better information and more aggregate insight than any government or corporation or international organization.
News & Media
Plus, users can see aggregated insights over different periods of time, like a week, month, two months, etc.
News & Media
We funded Fabric Genomics [whose software aggregates insights about cancer and pediatric genomics from around the world, then spits out an actionable report for lab technicians to send off to clinicians].
News & Media
Hence, the levels and scales at which results are aggregated and insights are produced can not ignore the levels and scales at which most relevant decisions are being taken (Cash et al. 2003).
Science
The in vitro cardiac FPD on MEA has been shown to correlate with QT interval properties in the ECG, and FPD recordings of beating cell aggregates give insight into the electrical function of myocardial tissue in vitro (Caspi et al., 2008).
Looking forward, Ewan highlights the issue of data and the many insights aggregated data will provide NGOs.
News & Media
After doing so, they'll have access to aggregated and anonymous insights about their online customers, including conversion rates, devices used and a set of recommendations to help increase conversions and loyalty.
News & Media
Looking at the data in aggregate provides further insight regarding these samples.
Science
Expert writing Tips
Best practice
When presenting "aggregate insights", ensure that the data sources and aggregation methods are clearly explained to maintain transparency and credibility.
Common error
Avoid presenting "aggregate insights" as definitive conclusions without acknowledging potential limitations or biases in the underlying data or aggregation process.
Source & Trust
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "aggregate insights" functions as a noun phrase, where "aggregate" acts as an adjective modifying the noun "insights". It describes a type of understanding or knowledge derived from combined data, as shown in Ludwig's examples.
Frequent in
News & Media
30%
Science
30%
Formal & Business
15%
Less common in
Academia
10%
Reference
10%
Social Media
5%
Ludwig's WRAP-UP
The phrase "aggregate insights" refers to understandings gained by combining multiple pieces of information. Ludwig AI confirms it's grammatically correct and suitable for various contexts, particularly in news, media, and science. While not exceedingly common, it effectively conveys a deeper understanding derived from compiled data. For alternative phrasing, consider "compiled knowledge" or "synthesized understanding". When using "aggregate insights", ensure clarity in data sources and aggregation methods, while avoiding overstatement of significance. Overall, the phrase is a valuable tool for conveying comprehensive understandings derived from combined information.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
unified understanding
Emphasizes the end result of combining information, resulting in a comprehensive grasp.
synthesized understanding
Emphasizes the act of combining different pieces of information into a coherent whole for better understanding.
holistic view
Highlights a perspective that takes into account all aspects of a subject or issue.
compiled knowledge
Focuses on gathering knowledge from diverse sources and creating a comprehensive collection.
integrated perspectives
Highlights merging various viewpoints to achieve a broader understanding of a subject.
consolidated data analysis
Focuses on combining various data points for a more thorough examination.
collective intelligence
Stresses insights derived from group collaboration and shared knowledge.
comprehensive assessment
Focuses on thorough and complete evaluation by bringing together various pieces of information.
amalgamated knowledge
Suggests a blend of different knowledge types to enhance overall understanding.
clustered insights
Implies that insights have been grouped to reveal a more prominent theme or trend.
FAQs
How can I effectively use "aggregate insights" in a report?
Start by clearly defining the data sources and methodologies used to gather and "aggregate" the information. Then, present the insights in a structured manner, using visuals like charts and graphs to enhance understanding. Always acknowledge any limitations in the data.
What are some alternatives to using the phrase "aggregate insights"?
Consider using phrases like "compiled knowledge", "synthesized understanding", or "integrated perspectives" depending on the context.
What's the difference between "aggregate insights" and "raw data"?
"Raw data" refers to unprocessed, original information, while "aggregate insights" are the conclusions or understandings derived from analyzing and summarizing that raw data. Aggregate insights provide a higher-level overview, whereas raw data offers granular detail.
Why is it important to properly cite sources when presenting "aggregate insights"?
Citing sources adds credibility to your analysis and allows readers to verify the accuracy and reliability of the data used to generate the "aggregate insights". It also helps to avoid plagiarism and gives credit to the original researchers or data providers.
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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
82%
Authority and reliability
4.1/5
Expert rating
Real-world application tested