data have been sampled

USAGE SUMMARY

The phrase "data have been sampled" is correct and usable in written English.
It can be used in contexts related to research, statistics, or data analysis to indicate that a selection of data points has been collected for examination. Example: "In this study, data have been sampled from various sources to ensure a comprehensive analysis of the trends."

✓ Grammatically correct

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Interpolated data have been sampled using 0.1 s sampling rate.

Earth, Planets and Space

Although not a standard for other scientific areas in health, in a participatory model of research proposed in computer science (Shilton 2012), participants pick and choose which data to share, whether before data collection or after data have been sampled.

Alcohol research : current reviews

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

However, in our models sample sizes are approximately equal between males and females and there is no difference in how data has been sampled.

Plosone

The parametric bootstrap assumes the observed data arose from sampling this fitted model, and considers the variation arising if other data had been sampled from that same model.

Environmental Health: A Global Access Science Source

When 15 data points have been sampled (dataCounter = 15), then there is enough data to form a packet for the XBee to transmit.

Cornell University

The data sets have been sampled on a leave-one-out-cross-validation basis to generate results that are comparable with other reported methods [16].

Journal of Cheminformatics

Data presented in this chapter have been sampled in the period 1996 2005 using approaches to measure the gaseous fluxes of carbon between the surface and the atmosphere.

Advances in Ecological Research

Data from the monitoring devices have been sampled and transmitted synchronously to the host computer at the ER/NCKU through the internet.

Renewables: Wind, Water, and Solar

Jackknifing procedures indicated that our models performed well in predicting genetic and morphological variation, and were robust to omission of data given the localities that have been sampled.

Evolutionary Applications

For a real-time environment, measurements of resource usage that we are interested in were taken after every one new data point has been sampled.Figure 9 illustrates a plot of average execution time per iteration of the algorithm to process a window of one new data point.

EURASIP Journal on Wireless Communications and Networking

We examined data on 17,370 personnel who had been sampled for the first wave of data collection of the Iraq war cohort study.

BMC Medical Research Methodology

Expert writing Tips

Best practice

When describing research methodology, use "data have been sampled" to clearly indicate that a subset of data was chosen for analysis, ensuring readers understand the scope of your study.

Common error

Avoid using "data have been sampled" when you mean that the entire dataset was analyzed. Sampling implies a subset, so be precise in your language to accurately reflect your methods.

Linguistic Context

The phrase "data have been sampled" functions as a passive construction indicating that data has undergone a selection process for analysis. This usage aligns with Ludwig AI's assessment of the phrase as correct and usable.

Expression frequency: Uncommon

Frequent in

Science

60%

Academia

40%

News & Media

0%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "data have been sampled" is a grammatically correct construction primarily used within scientific and academic fields to indicate that a subset of data has been selected for analysis. Ludwig AI confirms its validity, and while not overly common, its usage is clear and precise in describing research methodologies. When using this phrase, ensure you accurately reflect whether the entire dataset or only a portion was used. Remember to consider alternative phrases like "data were subjected to sampling" or "sampling of data occurred" depending on the nuance you want to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data were subjected to sampling

This alternative places emphasis on the action performed on the data.

data underwent sampling

This alternative uses a more concise and formal way to say that the data was subjected to a sampling process.

sampling of data occurred

This alternative uses a more formal tone, emphasizing the action of sampling.

data were extracted through sampling

This alternative highlights the extraction process involved in sampling.

data collection has been performed

This alternative focuses on the collection aspect rather than the specific sampling method.

a data sample was obtained

This alternative uses a slightly different construction, focusing on obtaining a sample.

data were selected for sampling

This alternative emphasizes the selection process as part of sampling.

data were drawn from a sample

This alternative highlights the source of the data.

data was gathered via sampling

This alternative uses 'gathered' instead of 'sampled' emphasizing the acquisition of data.

data were assessed using a sample

This alternative emphasizes the use of a sample in the assessment process.

FAQs

What does "data have been sampled" mean in research?

In research, "data have been sampled" means that a subset of data points was selected from a larger dataset for analysis. This is done to make analysis more manageable and efficient.

How can I use "data have been sampled" in a sentence?

You might say, "In this study, "data have been sampled" from multiple sources to provide a representative overview of the market trends."

What is the difference between "data have been sampled" and "data have been collected"?

"Data have been collected" implies a comprehensive gathering of all available data, while "data have been sampled" suggests that only a portion of the data was selected. Consider using "data have been collected" if the whole data set was used.

What are some alternatives to "data have been sampled"?

Depending on the context, you could use phrases like "data were subjected to sampling", "sampling of data occurred", or "data were extracted through sampling".