According to the collected data

USAGE SUMMARY

The phrase "According to the collected data" is correct and usable in written English.
You can use it 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

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

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

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

Human-verified similar examples from authoritative sources

Similar Expressions

54 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

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

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

International Communications in Heat and Mass Transfer

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 "According to the collected data", ensure that the data source is clearly defined and credible. This strengthens the validity of your statement and prevents ambiguity.

Common error

Avoid making broad generalizations based solely on the collected data without considering potential limitations or biases in the data collection process. Acknowledge possible alternative interpretations.

Linguistic Context

The phrase "According to the collected data" functions as a prepositional phrase, introducing information or conclusions derived from data that has been gathered and analyzed. As Ludwig indicates, it is a grammatically correct and usable phrase in written English.

Expression frequency: Uncommon

Frequent in

Science

50%

News & Media

43%

Formal & Business

7%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "According to the collected data" is a grammatically correct prepositional phrase used to introduce facts or conclusions based on analyzed data. Ludwig confirms its usability and suggests that "Based on the gathered data" or "As per the analyzed data" can be good alternatives. Its frequency is uncommon, primarily appearing in scientific and news contexts. To maximize its effectiveness, ensure you clearly define the data source and avoid oversimplifying the results. All this provides for solid and credible writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Based on the data collected

Changes the introductory preposition to "based on", emphasizing the foundation of the data.

From the data gathered

Replaces "according to" with "from", indicating the data as the origin of the information.

The data indicates

Simplifies the phrase by directly stating that the data reveals something.

Analysis of the collected data shows

Specifies that an analysis was performed on the data, highlighting the analytical process.

The collected data suggests

Uses "suggests" to imply the data points towards a particular conclusion.

Data analysis reveals

Focuses on the analytical outcome, presenting the data's revelations.

The findings indicate

Uses "findings" to refer to the results of the data collection and analysis.

As per the collected data

Uses a more formal tone with "as per", indicating adherence to the data.

In light of the data gathered

Introduces a viewpoint taking into account the information gathered.

The data suggests that

Simplifies to "the data suggests that" to directly state data implications.

FAQs

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

You can use "According to the collected data" to introduce a statement or conclusion that is based on information gathered through a specific process. For example, "According to the collected data, sales increased by 15% last quarter".

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

You can use alternatives like "based on the data collected", "from the data gathered", or "the data indicates" depending on the context.

Is it redundant to say "According to the collected data"?

While not strictly redundant, the phrase can sometimes be simplified depending on the context. If it's already clear that you're referring to data, you might simply say, "The data shows..." or The analysis reveals...

How does "According to the collected data" differ from "According to the data"?

The phrase "According to the data" implies that the information is based on all available data. Adding "collected" emphasizes that the data was specifically gathered for a purpose or study, adding a layer of specificity. Also, adding 'collected' implies that there is a process and time frame associated to the gathering.