according to the collected data

USAGE SUMMARY

The phrase "according to the collected data" is correct and usable in written English.
It can be used when referencing information or conclusions drawn from data that has been gathered or analyzed. Example: "According to the collected data, the majority of participants preferred option A over option B."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

However, the sink adjusts the trajectory dynamically according to the collected data, distribution of nodes, remaining energy of sensor nodes, and the number of travelling times in a region.

EURASIP Journal on Wireless Communications and Networking

In this case study according to the collected data from Isfahan Kashani hospital, it is found that regular capacity of each OR in period t is 8 h, and the number of available ORs is same in all periods over the planning horizon.

Journal of Industrial Engineering International

According to the collected data irisin levels show two peaks, one during the summer and the other during the winter period.

BMC Pulmonary Medicine

According to the collected data, the colorants were classified as belonging to the following groups: soft yellow, deep yellow/orange, red, and blue, and for their detection the following wavelengths were chosen: 370, 430, 500, 550, and 600 nm, respectively.

Analytical and Bioanalytical Chemistry

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

In one moving cycle, the mobile sink parks in different moving belt grids for different durations according to the collected sensory data.

EURASIP Journal on Wireless Communications and Networking

Simulated scenarios were derived from real critical events and according to the collected needs assessment data.

BMC Medical Education

The conclusions and important summaries were also presented according to the data collected.

International Communications in Heat and Mass Transfer

According to the data collected so far, 66% of those who have appeared in court are aged under 25 – with 17% aged between 11 and 17.

The Guardian

The centre of its estimated range of death tolls the most probable number according to the data collected and the statistics used is almost 100,000.

The Economist

Similarly, the irrigation for tomato crop was initiated and terminated according to the data collected and processed by the intelligent system.

Applied Water Science

What typifies the Republican base, according to the data collected by Pew?

Huffington Post

Expert writing Tips

Best practice

When using the phrase "according to the collected data", ensure that the data collection methodology is sound and transparent. This adds credibility to your statement.

Common error

Avoid making overly definitive claims based on the data without acknowledging potential limitations or biases in the collection process. Temper assertions with appropriate qualifiers.

Linguistic Context

The phrase "according to the collected data" functions as a reporting expression. It introduces information or conclusions that are derived from a set of data that has been gathered and analyzed. Ludwig AI confirms its grammatically correct usage in various contexts.

Expression frequency: Uncommon

Frequent in

News & Media

50%

Science

25%

Formal & Business

25%

Less common in

Academia

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "according to the collected data" is a grammatically sound and neutral expression used to introduce findings or conclusions based on analyzed data. It's common across News & Media, Science, and Formal & Business contexts. Ludwig AI confirms its appropriate usage. To enhance credibility, always ensure your data collection methods are transparent and avoid overstating conclusions without acknowledging potential limitations. Consider alternatives such as "based on the data gathered" or "as indicated by the collected data" for stylistic variation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the data gathered

Replaces "according to" with "based on" for a more direct indication of reliance on the data. It alters the sentence structure slightly.

according to the information obtained

Substitutes "data" with "information" and "collected" with "obtained", offering a synonymously similar expression.

in accordance with the data collected

Uses "in accordance with" to emphasize conformity to the collected data, adding a touch of formality.

as indicated by the collected data

Introduces "as indicated by" to highlight the data's role in pointing towards a conclusion.

the data suggests that

Shifts the focus to the data's suggestive power, simplifying the phrasing and highlighting the data's implications.

the evidence shows that

Emphasizes the data as evidence, changing the introductory structure for a stronger assertive tone.

from the analyzed data

Focuses on the analyzed aspect of the data, shortening the phrase and placing emphasis on the analysis.

the findings indicate

Replaces the phrase with a shorter and more direct statement, emphasizing the results of the data analysis.

data analysis reveals

Highlights the analytical process and its revealing nature, altering the focus of the sentence.

the compiled data suggests

Replaces "collected" with "compiled" and highlights the implication of the data with "suggests".

FAQs

What does "according to the collected data" mean?

It means that the information or conclusion being presented is based on data that has been gathered and analyzed.

How can I use "according to the collected data" in a sentence?

You can use it to introduce findings or conclusions derived from data. For example, "According to the collected data, there was a significant increase in sales last quarter."

What can I say instead of "according to the collected data"?

You can use alternatives like "based on the data gathered", "according to the information obtained", or "as indicated by the collected data".

Is it necessary to cite the source when using "according to the collected data"?

Yes, especially in formal or academic writing, citing the source of the data is important to ensure credibility and allow readers to verify the information.