the data of which

USAGE SUMMARY

The phrase 'the data of which' is correct and usable in written English.
It is used when one needs to refer to a particular piece of information from a specific source. For example: I analyzed the statistics mentioned in the article, the data of which showed a dramatic decrease in sales in the last quarter.

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

22 human-written examples

The Adafruit Mini Remote Control that we used uses the NEC IR encoding type for transferring the data of which button was pressed.

Cornell University

The up-to-date measuring and information technologies allow implementing new systems the data of which is reliable, presented with expedition and comprising large territory.

Procedia Engineering

The method was also executed on real-world instances of 3000 customers, the data of which reflects the actual geographic distribution of customers within four major cities.

Computers & Operations Research

Many sensor nodes are distributed to a measurement field, and these sensors have three main functions: they measure the distance to the other nodes, the data of which are used to determine the position of each node; they communicate with other nodes; and they measure the temperature of each node.

Sensors and Actuators A: Physical

Our group has conducted previous data collection activities of this type, the data of which can be found in [18].

Brain Informatics

To examine the relationship between adsorbed amount of atrazine and equilibrium concentration, sorption isotherm models are widely employed for fitting the data, of which the Freundlich and Langmuir equations are most widely used.

Applied Water Science

Human-verified similar examples from authoritative sources

Similar Expressions

38 human-written examples

Now, Stanford University scientists are calling for a "rigorous scientific exploration of MDMA's effects to identify precisely how the drug works"—the resulting data of which therapeutic compounds could be developed from.

Vice

It will also improve the quality of the data on which the information economy is being built.

The New York Times

This insight has been developed over the decades into sophisticated error-correction codes that ensure the integrity of the data on which society interacts.

The New York Times

Y-86720 is in the right side of the data of 500 °C, which may be caused by the terrestrial weathering.

Earth, Planets and Space

Such "pathways to impact" evidence lies in the qualitative data of which altmetrics are comprised.

Nature

Expert writing Tips

Best practice

Use "the data of which" in formal writing when you need to clearly indicate that the data is derived from a specific source or context that has already been mentioned. It enhances clarity and precision in complex sentences.

Common error

Avoid using "the data of which" in informal or conversational contexts, as it can sound overly formal and stilted. Opt for simpler alternatives like "the data from this" or "this data" for better readability.

Linguistic Context

The phrase "the data of which" functions as a relative clause, connecting information to a previously mentioned noun or noun phrase. It provides additional details about the origin or context of the data. According to Ludwig, the phrase is grammatically correct.

Expression frequency: Rare

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, "the data of which" is a grammatically sound phrase used primarily in formal and scientific writing to establish a clear connection between data and its source. According to Ludwig, the phrase is grammatically correct. While relatively rare, as evidenced by the limited number of examples, its purpose is to provide precision and transparency in complex sentences. Alternatives like "the data from which" may be more suitable in less formal contexts. The analyzed data shows its most frequent usage in the fields of science and academia.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the data pertaining to which

Replaces 'of which' with 'pertaining to which', adding a slightly more formal tone.

the data that it contains

Simplifies the structure by focusing on the data's content rather than its origin relative to something else.

the corresponding data

Highlights the relationship to previously mentioned information.

the information therein

Uses a more concise phrasing to refer to data contained within a specific context or document.

the data related to this

Emphasizes the connection of the data to a specific subject or topic.

the relevant data

Focuses on the pertinence of the data, rather than its origin.

the data in question

Highlights that the data is under consideration or discussion.

the aforementioned data

Refers to data that has been previously mentioned or identified.

the specified data

Indicates data that has been explicitly defined or identified.

data from which

A more direct construction emphasizing the source of the data.

FAQs

How can I use "the data of which" in a sentence?

Use "the data of which" to refer back to a previously mentioned dataset. For example: "The study analyzed several datasets, the data of which showed a significant correlation."

What can I say instead of "the data of which"?

Alternatives include "the data from which", "the relevant data", or "the corresponding data", depending on the specific context.

Is it better to say "the data of which" or "the data that"?

"The data of which" is more formal and emphasizes the source, while "the data that" is more general. Choose based on the desired tone and clarity. For example, in a scientific paper, "the data of which" might be preferred for precision.

When is it appropriate to use "the data of which"?

It's appropriate in formal and academic writing when you want to clearly link the data to a specific, previously mentioned source or context. It's less suitable for casual communication.