collective data for

USAGE SUMMARY

The phrase "collective data for" is correct and usable in written English.
It can be used when referring to the gathering or accumulation of data from a group or multiple sources for a specific purpose or analysis. Example: "The research team aims to collect collective data for their study on community health trends."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

The history of the confidence gap between men and women in tech is no secret, and we were there to support the growth of authentic confidence in women by providing the attendees a confidence evaluation, development workbooks tailored to their areas of opportunity, and providing collective data for use in a session.

HuffPost

The collective data for the domain IV mutants suggest that the C-terminal portion of HCCS is required for the proper folding and/or stability of the protein.

Biochemistry

The Nexus algorithm only considers single samples for CNV calling and does not draw on collective data for greater call confidence.

BMC Medical Genomics

By analyzing the collective data for a group of genes, rather than any single gene alone, we effectively increased the statistical power of our analysis.

BMC Systems Biology

Importantly, the collective data for this mutant show that there may be several ways to manipulate the allosteric site of the interface to populate the inactive states of caspase 3, apart from mutations at Val.

Bioscience Reports

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

Based on the collective data regarding inhibitory activities and photophysical properties, the 7-hydroxycoumarin derivative 4 was chosen for use in cellular imaging experiments.

Bioconjugate Chemistry

Twitter's near real-time search capabilities and the ability for them and third parties to mine the collective data from user messages for indicators of what's buzzing online is the intrinsic core value of the company now that it has grown to the size it is at the moment.

TechCrunch

We analysed our collective data of patients surgically treated for DD to evaluate the timing and indication for the necessity of surgical intervention.

BMC Musculoskeletal Disorders

We highlight that the mobility data published after the privacy transformation strategy, described in the following, is suitable for collective data analyses useful for extracting knowledge describing the collective mobility behavior of a population.

EPJ Data Science

A first pilot (2009) served as a basis for a collective data collection (2011 201212011 2012

Comparative Migration Studies

The PFC is completely open-source and it is intended to become a tool that can be used for collective data sharing and plant growth analysis.

Massachusetts Institute of Technology

Expert writing Tips

Best practice

When using "collective data for", clearly specify the purpose or analysis for which the data is being gathered. This provides context and enhances clarity.

Common error

Avoid using "collective data for" without specifying the type of data or its intended use. This can lead to ambiguity and misinterpretation.

Linguistic Context

The phrase "collective data for" functions as a prepositional phrase modifying a noun or verb. It specifies the purpose or context for which collective data is being used. Ludwig indicates that the phrase is correct and usable in written English.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "collective data for" is a grammatically correct and usable phrase, as confirmed by Ludwig. It serves to specify the purpose or context in which combined data from various sources is utilized. Predominantly found in scientific, academic, and news contexts, the phrase emphasizes the application of aggregated data. While grammatically sound, ensuring clarity by specifying the data type and its intended use is crucial. Alternative phrases such as "aggregate data for" or "pooled data for" can be used, depending on the desired emphasis. In conclusion, the phrase is versatile and useful in scenarios requiring the analysis or application of data drawn from multiple sources.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

aggregate data for

Focuses on the process of combining data from multiple sources.

pooled data for

Highlights the shared nature of the data being used.

combined data for

Emphasizes the act of bringing data together.

shared data for

Underscores the collaborative aspect of data utilization.

collaborative data for

Stresses the joint effort in gathering and using data.

integrated data for

Suggests a seamless combination of data sources.

unified data for

Implies a consolidation of data into a single, coherent set.

cumulative data for

Highlights the accumulating nature of the data.

overall data for

Focuses on the comprehensive view provided by the data.

holistic data for

Emphasizes a comprehensive and interconnected view of the data.

FAQs

How can I use "collective data for" in a sentence?

You can use "collective data for" to describe the use of combined information from multiple sources, as in "The researchers analyzed the "collective data for" trends in consumer behavior".

What phrases are similar to "collective data for"?

Alternatives include "aggregate data for", "pooled data for", or "combined data for", each with slightly different emphasis.

Is "collective data for" grammatically correct?

Yes, "collective data for" is grammatically sound and commonly used in various contexts, although specifying the purpose adds clarity.

What is the best way to describe "collective data for" in a research paper?

In a research paper, clearly define what "collective data" refers to and its significance in your analysis. For instance, "The "collective data for" this study includes demographic information, survey responses, and behavioral metrics".