extract insights

USAGE SUMMARY

'extract insights' is a correct and usable phrase in written English.
It can be used when you want to discuss the process of gathering information or knowledge from the data or evidence available. For example, "After carefully analyzing the survey data, we were able to extract insights into our customer's preferences."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

26 human-written examples

But, right from the beginning of the rehearsal process, the company began to extract insights and surprises from the text.

The Guardian

Once the conversation gets off the ground, Bragg brings in other questions and ideas, continues to extract insights from the academics, draws toward a conclusion, and swiftly wraps up.

The New Yorker

How do you extract insights from it?

Forbes

Developed application that allowed businesses to extract insights from customer profiles stored on huge databases.

Forbes

Companies like Descartes Labs cannot just throw raw satellite imagery into machine learning models to extract insights.

TechCrunch

The company uses machine learning to extract insights and then sells these datasets to a range of customers.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

34 human-written examples

Big data represents a new scale and complexity that might be achieved by combining massive datasets and analysing them to extract insight for charities and social purpose organisations.

The Guardian

Thousands of companies are taking advantage of infrastructure to manage or extract insight from large datasets.

TechCrunch

With analytic tools that support rapid model deployment and refinement, organizations can keep trying different ways to extract insight from the data they do have to make better predictions, even when key information is missing.

TechCrunch

In great companies like Twitter, Uber, Airbnb, Foursquare, and LinkedIn, people already add information to and extract insight from these systems much the same way our hands and brain exchange signals.

TechCrunch

Customer feedback is the best data to understand customer experience and while most companies have a lot of customer feedback, few have the tools to extract insight from it".

TechCrunch

Expert writing Tips

Best practice

Use "extract insights" when you want to emphasize the active process of identifying and understanding valuable information within a larger context.

Common error

Avoid using "extract insights" without specifying the source material. Saying you "extracted insights" is less impactful than saying you "extracted insights from customer feedback data".

Linguistic Context

The phrase "extract insights" primarily functions as a verb phrase. It describes the action of obtaining knowledge or understanding from a source, typically data or information. Ludwig AI confirms its usability in various contexts.

Expression frequency: Very common

Frequent in

News & Media

40%

Science

40%

Formal & Business

20%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "extract insights" is a grammatically sound and frequently used verb phrase that signifies the process of deriving meaningful understanding from data or information. As Ludwig AI confirms, this phrase is commonly used across different domains, including news, science, and business. Usage patterns indicate its prevalence in news and media, and scientific contexts. To maximize clarity, it's crucial to specify the data source and avoid vagueness in your writing. Alternative phrases include "gather insights" and "derive insights", offering subtle nuances in meaning while maintaining semantic similarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

produce insights

Focuses on generating insights as an output, rather than the process of obtaining them.

draw insights

Emphasizes the act of inferring or deducing insights.

gather insights

Highlights the collection or accumulation of insights from various sources.

derive insights

Suggests a more formal or analytical approach to obtaining insights.

glean insights

Implies carefully or painstakingly collecting insights, often from scarce sources.

uncover insights

Suggests revealing or discovering insights that were previously hidden or unknown.

obtain insights

A more general term for acquiring insights.

gain insights

Similar to 'obtain', but suggests a gradual accumulation of understanding.

develop insights

Highlights the creation or evolution of insights over time.

formulate insights

Focuses on expressing insights in a clear and structured manner.

FAQs

How can I use "extract insights" in a sentence?

You can use "extract insights" to describe the process of gaining understanding from data or information. For example, "We used data mining techniques to extract insights from customer profiles".

What are some alternatives to "extract insights"?

Alternatives include "gather insights", "derive insights", or "obtain insights", depending on the specific nuance you wish to convey.

Is it better to say "extracting insights" or "extract insights"?

The choice between "extracting insights" and "extract insights" depends on the grammatical structure of your sentence. "Extract insights" functions as a verb phrase (e.g., "We need to extract insights"), while "extracting insights" can function as a gerund or participle (e.g., "Extracting insights is crucial for decision-making").

What does it mean to "extract insights" from data?

To "extract insights" from data means to analyze the data and identify meaningful patterns, trends, or conclusions that can inform decision-making or provide a deeper understanding of a particular phenomenon.