data conditions

USAGE SUMMARY

The phrase "data conditions" is correct and usable in written English.
It can be used when referring to the specific requirements or circumstances related to data, such as in data analysis or data management contexts. Example: "Before proceeding with the analysis, we need to ensure that all data conditions are met to guarantee accurate results."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

39 human-written examples

There is no best model among all data conditions.

Health Economics Review

Based on the data, conditions for smooth fluidisation are suggested.

Chemical Engineering Science

Based on the findings, we developed guidelines for identifying social-ecological hotspots under variable data conditions.

Applied Geography

Three methods were proposed for quantifying CO2 emission reduction under different data conditions.

Journal of Cleaner Production

Finally, data conditions are given to assess a physically admissible identification of the unknown parameters.

Journal of Sound and Vibration

Therefore, the general motivation of this research is to reduce over-smoothness in HMMSS under limited data conditions.

EURASIP Journal on Audio, Speech, and Music Processing

Human-verified similar examples from authoritative sources

Similar Expressions

20 human-written examples

It is typically difficult to calculate the distribution of missing data conditioned on the observed ones.

Complex & Intelligent Systems

For small perturbations of the spectral data, Condition S is fulfilled automatically.

Boundary Value Problems

The combination of the MVDR beamformer with SE 3 yields the largest improvement: absolute WER improvement up to 44.28 % for the simulated data (condition "S2, far") and up to 29.48 % for the real data (condition "R1, near").

EURASIP Journal on Advances in Signal Processing

d We used K-fold cross validation because we tested the HMM parameters for gesture recognition under an open data condition.

EURASIP Journal on Audio, Speech, and Music Processing

Firstly, the availability of input data conditioned our analysis.

ClinicoEconomics and Outcomes Research

Expert writing Tips

Best practice

When using "data conditions", clearly define what specific factors or criteria you are referring to for better understanding and clarity. For instance, specify whether you are referring to environmental factors, data quality, or collection methods.

Common error

Avoid using "data conditions" without specifying the specific conditions. Be clear about which variables or criteria you are discussing to prevent ambiguity.

Linguistic Context

The phrase "data conditions" functions primarily as a noun phrase, serving to identify specific requirements or circumstances related to data. According to Ludwig AI, it is used to refer to specific requirements or circumstances related to data.

Expression frequency: Common

Frequent in

Science

85%

News & Media

7%

Formal & Business

5%

Less common in

Academia

1%

Encyclopedias

1%

Wiki

1%

Ludwig's WRAP-UP

The phrase "data conditions" is a commonly used noun phrase, primarily found in formal and scientific contexts. Ludwig AI confirms that it correctly refers to the specific requirements or circumstances related to data. The phrase is grammatically correct and well-suited for academic, scientific, and technical discussions. When using this phrase, clarity is key; it's important to specify the exact parameters or criteria being discussed to avoid ambiguity. Alternative phrases include "data circumstances" or "data parameters", offering slightly different nuances depending on the intended emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data circumstances

Replaces "conditions" with "circumstances", emphasizing the surrounding factors affecting the data.

data parameters

Substitutes "conditions" with "parameters", focusing on specific measurable factors defining the data.

data states

Uses "states" instead of "conditions", highlighting the specific configurations or modes of the data.

data environments

Replaces "conditions" with "environments", focusing on the surrounding context in which the data exists.

data attributes

Emphasizes specific characteristics of the data by using "attributes" instead of "conditions".

data limitations

Highlights the constraints or restrictions affecting the data's applicability.

data requirements

Focuses on the necessary criteria that the data must meet.

data specifications

Replaces "conditions" with "specifications", highlighting technical requirements related to data.

data constraints

Highlights restrictions or boundaries influencing the data.

data qualifications

Emphasizes the specific attributes or criteria that make the data suitable for a particular purpose.

FAQs

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

You can use "data conditions" to refer to the circumstances or requirements under which data is collected, processed, or analyzed. For example: "The accuracy of the model depends on the data conditions at the time of collection."

What are some alternatives to "data conditions"?

Alternatives include "data circumstances", "data parameters", or "data requirements" depending on the context.

When is it appropriate to use the term "data conditions"?

"Data conditions" is appropriate when discussing the specific factors or requirements that affect the quality, reliability, or applicability of data. It's often used in scientific research, data analysis, and engineering contexts.

What's the difference between "data conditions" and "data limitations"?

"Data conditions" refers to the circumstances or factors affecting the data, while "data limitations" refers to the restrictions or constraints on the data's use or interpretation. "Data conditions" sets the stage, while "data limitations" defines the boundaries.