proportionate data

USAGE SUMMARY

The phrase "proportionate data" is correct and usable in written English.
It can be used when discussing data that is balanced or corresponds appropriately to a certain context or criteria. Example: "In our analysis, we need to ensure that we are working with proportionate data to accurately reflect the demographics of the population."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

However, he said the new study's use of proportionate data was misleading, as in absolute terms there are more Asian and white people exposed to high NO2 levels.

The Guardian

However there are still tricky judgements to be made on determining what is proportionate data retention, and assessing and managing how data retention impacts fundamental privacy rights — and how the "essence" of those rights can be protected when bulk collection is occurring.

TechCrunch

He described the notion that there is an either/or dichotomy between security and privacy as a falsehood — arguing that targeted surveillance and proportionate data capture processes are more effective counter-terrorism measures, and reiterating Snowden's argument that gathering "haystacks" of information hinders rather than helps the cause of tracking down a few interesting "needles".

TechCrunch

Fisher's exact test was used for all comparisons of proportionate data.

BJU International

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

As such, if SMDs were re-expressed based on US children's data, proportionate and absolute changes from baseline values would again be larger than among UK children (that is, a SMD of 0.2 would be re-expressed as equivalent to a 45.7% (251 g) increase in average daily SSB consumption among US children).

Cochrane Database of Systematic Reviews

There has to be … proportionate rules on the data retention.

The Guardian

Each subchannel sends a proportionate fraction of the data.

The Economist

To ensure that access application systems are appropriately harmonized across the globe, funders could take the lead, informed by policy developed through the ELSI 2.0 infrastructure, in implementing a system that is more proportionate for lower risk data.

Genome Medicine

We used only GeoSentinel data, so proportionate frequency of diagnoses for long-term travelers compared with short-term travelers in this database can be derived, but not risk for illness.

Emerging Infectious Diseases

These interests must be proportionate with the right of data subjects for privacy protection in the light of the possible harm done by the processing.

EURASIP Journal on Information Security

Quality-aware incentive policy seeks to reward the efforts of participants in a manner that is proportionate to the quality of data contributed.

Human-centric Computing and Information Sciences

Expert writing Tips

Best practice

When using "proportionate data", ensure that the context clearly defines what the data is proportionate to. Providing the basis for the proportion clarifies the data's meaning and relevance.

Common error

Avoid using "proportionate data" without explaining why the data is considered proportional. Simply labeling data as such without context can lead to misinterpretations and invalidate your analysis.

Linguistic Context

The phrase "proportionate data" functions as a descriptor, specifying a characteristic of the data being discussed. It emphasizes that the data is appropriately scaled or balanced in relation to some other factor, as evidenced by the Ludwig examples.

Expression frequency: Rare

Frequent in

Science

40%

News & Media

30%

Formal & Business

30%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "proportionate data" describes information scaled or balanced accurately in its context. Ludwig AI confirms its grammatical correctness. It's relatively rare, mainly appearing in science, news, and business contexts. When using this phrase, be clear about what the data is proportionate to. Alternatives include "commensurate data" and "appropriately scaled data". Ensuring proportionality is key for unbiased analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

commensurate data

Replaces "proportionate" with "commensurate", indicating a similar idea of data that is appropriately related or equivalent.

appropriately scaled data

Focuses on the scaling aspect of proportionality, highlighting that the data is adjusted to an appropriate level.

balanced data

Emphasizes the equilibrium and fairness in the data distribution or representation.

relevant data

Highlights the data's pertinence and significance to a particular context or purpose.

corresponding data

Indicates data that aligns or agrees with something else, suggesting a matching relationship.

equivalent data

Suggests data that is equal in value or meaning to another set of data, implying a balanced representation.

calibrated data

Highlights that the data has been adjusted or corrected to ensure accuracy and proportionality.

ratio-based data

Focuses on data structured as ratios or proportions, emphasizing the comparative relationship between data points.

right-sized data

Implies that the data is neither too much nor too little but perfectly suited for the intended use.

adjusted data

Suggests that the data has been modified to reflect a proper relationship or comparison.

FAQs

How can I use "proportionate data" in a sentence?

You can use "proportionate data" to describe information that is scaled or balanced appropriately to the context it represents. For example, "The study used "proportionate data" to reflect the demographic distribution of the population".

What does "proportionate data" mean?

"Proportionate data" refers to information that is adjusted or scaled in a way that accurately represents the underlying relationships or distributions being studied. It ensures fairness and representativeness in analyses.

Which is more appropriate, "proportionate data" or "representative data"?

Both phrases have their place, but ""proportionate data"" specifically implies scaling and balancing data to maintain correct ratios, while "representative data" focuses on how well the data mirrors a larger population or phenomenon.

What's the difference between "proportionate data" and "adjusted data"?

"Adjusted data" is a broader term that means the data has been modified in some way, while ""proportionate data"" specifically means it has been adjusted to maintain or reflect a correct ratio or proportion.