indicative data

USAGE SUMMARY

'indicative data' is an appropriate phrase to use in written English.
It can be used to refer to data that provides information or clues about a particular situation, but is not necessarily conclusive. For example, "The indicative data suggests that the products are not as popular as they used to be."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

14 human-written examples

It also provides some broadly indicative data to use in preliminary assessments.

Managing Risk and Reliability of Process Plants

The department is responsible for building and maintaining the Bloomberg Professional service, the world's most trusted source for real-time and historical pricing, indicative data, reporting, research, estimates and analytics, as well as other financial, legal, government, energy and news applications.

Massachusetts Institute of Technology

The map based on species richness has a weaker compliance with the botanical quality of nature, however, the model can more easily be applied to a wider area of the world, since indicative data about species richness is available on a global scale.

Journal of Cleaner Production

Biotransformations with 5-chloroindole and 5-bromoindole were performed with selected strains to generate indicative data.

AMB Express

Osiris measurements are not equivalent to EU reference measurements for PM10 and PM2.5 but they can provide good indicative data.

Journal of Applied Volcanology

Table 1 gives some indicative data for the performance a user can expect from LICSS functionality. Figure 5 Sammon Projection of part of the Welcome Anti-Malarials data set calculated by LICSS.

Journal of Cheminformatics

Human-verified similar examples from authoritative sources

Similar Expressions

46 human-written examples

Data from 26.1% of non-significant meta-analytic effects were indicative of data insensitivity, rather than statistical equivalence.

Psychoneuroendocrinology

Fig. 4 Indicative GDP Data for the Wetland Creation Project.

Journal of Shipping and Trade

Using Indicative that data is visible in near-real-time to see what users are actually experiencing when they interact with a site.

TechCrunch

The team addressed and deleted extreme outliers in dosing (e.g., clinically implausible doses indicative of data entry errors).

BMC Psychiatry

The value for CFI, IFI, NFI and NNFI could range between '0 to 1' and values closer to 1 are indicative of data fitness [ 34].

BMC Public Health

Expert writing Tips

Best practice

Use "indicative data" when you want to convey that the data offers insights or suggests a trend, but is not definitive proof. For instance, you might say, "The early results provided "indicative data" of a positive trend", signaling further investigation is necessary.

Common error

Avoid drawing firm conclusions solely based on "indicative data". The term implies preliminary findings, not definitive proof. Always acknowledge the limitations of the data and suggest further research or analysis to confirm initial trends or insights.

Linguistic Context

The phrase "indicative data" functions as an adjective + noun combination. "Indicative" modifies "data", describing its quality of suggesting or pointing towards something. Ludwig AI confirms this usage with examples showing data offering insights or suggesting trends, but not providing definitive proof.

Expression frequency: Uncommon

Frequent in

Science

60%

Academia

20%

News & Media

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, "indicative data" is a grammatically sound phrase used to describe data that points toward a conclusion or trend, but does not offer definitive proof. Ludwig AI's analysis, based on various real-world examples, confirms its common usage in scientific, academic, and news contexts. While "indicative data" is appropriate for formal writing, it's crucial to avoid overstating conclusions based solely on this type of data. Alternatives such as "informative data" or "suggestive data" can be used to express similar meanings, depending on the specific nuance you wish to convey. Therefore, using "indicative data" responsibly involves acknowledging its limitations and encouraging further investigation to confirm initial insights.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

informative data

Replaces "indicative" with a more direct synonym focusing on the provision of information.

suggestive data

Emphasizes the data's ability to suggest or hint at a particular conclusion.

telling data

Highlights the data's capacity to reveal important or significant information.

instructive data

Focuses on the data's capacity to provide instruction or guidance.

illustrative data

Replaces "indicative" to highlight data that serves as an example.

preliminary data

Highlights the data's role as initial or early information.

approximate data

Focuses on the data's estimated or rough nature.

prescriptive data

Highlights the data's ability to dictate or recommend specific actions.

symptomatic data

Focuses on the data's capacity to serve as a symptom or sign of something else.

reflective data

Emphasizes that data is a reflection of an underlying phenomenon.

FAQs

How can I effectively use "indicative data" in a sentence?

Use "indicative data" to show that some data points toward a particular conclusion or trend, but aren't conclusive on their own. For instance: "The survey's "indicative data" suggests a growing interest in sustainable products."

What are some alternatives to using "indicative data"?

Depending on the context, you could use terms like "informative data", "suggestive data", or "preliminary data" to convey a similar meaning.

Is it appropriate to use "indicative data" in formal writing?

Yes, "indicative data" is suitable for formal writing, especially in scientific, academic, or business contexts where preliminary insights are being discussed.

What is the difference between "indicative data" and conclusive data?

"Indicative data" points toward a potential conclusion, while conclusive data provides definitive proof. Use "indicative data" when the evidence suggests a trend but requires further validation.