Based on the collected data

USAGE SUMMARY

The phrase "Based on the collected data" is correct and usable in written English.
It can be used when introducing conclusions, analyses, or decisions that are derived from data that has been gathered. Example: "Based on the collected data, we can conclude that the new marketing strategy has significantly improved sales."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

44 human-written examples

Based on the collected data, the adhesion energy is calculated via Gent's equation.

Polymer Testing

Based on the collected data, preliminary analyses were firstly conducted to identify the features of the RLR and comparison groups.

Transportation Research Part F: Traffic Psychology and Behaviour

Based on the collected data, the precipitation deficit in relation to water demand in various phenological phases of crop development was calculated.

Advances in Space Research

Based on the collected data, the similarity and differences in the solid-state structures and properties between PHB-HV copolymers and cocrystallizable PHB/PHB-HV blends were discussed.

Polymer

Based on the collected data, the time spent on sending views in NavisWorks was quite short, averaging less than half a minute, which almost constitutes synchronous collaboration.

Visualization in Engineering

Based on the collected data, researcher explored how products designed and marketed for male are different from those for female workers.

Fashion and Textiles

Human-verified similar examples from authoritative sources

Similar Expressions

16 human-written examples

It is a kind of fusion based on the collected raw data directly.

EURASIP Journal on Information Security

Based on the collected experimental data, a modified RAC stress-strain model was proposed.

Journal of Cleaner Production

The results indicate that the procedure allows to discriminate among different models, based on the collected experimental data.

Procedia Engineering

Based on the collected QoS data, a context-aware approach is designed for personalized service QoS value prediction.

Signal Processing

Based on the collected FISH data, scoring guidelines were established for future use.

BMC Cancer

Expert writing Tips

Best practice

Use "Based on the collected data" to clearly introduce insights, conclusions, or actions derived directly from analyzed information. This ensures transparency and strengthens the logical flow of your writing.

Common error

Avoid starting multiple consecutive sentences or paragraphs with "Based on the collected data". Vary your sentence structure to maintain reader engagement. Use alternatives like "According to the data" or "The analysis indicates" to prevent repetition.

Linguistic Context

The phrase "Based on the collected data" functions as a prepositional phrase that introduces a statement or conclusion derived from analyzed information. Ludwig AI confirms its correct usage, showcasing its role in establishing a clear link between evidence and inference.

Expression frequency: Common

Frequent in

Science

70%

News & Media

15%

Formal & Business

15%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "Based on the collected data" is a grammatically correct and commonly used phrase that serves to introduce conclusions or analyses derived from information. According to Ludwig AI, its usage is appropriate in formal contexts, particularly in scientific and academic writing. While versatile, it's advisable to avoid overuse and consider alternatives for stylistic variation. The phrase effectively grounds statements in evidence, enhancing credibility and clarity. This makes it a valuable tool for presenting well-supported arguments and findings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

According to the data gathered

Replaces "based on" with "according to" emphasizing the source of the information.

From the data collected

Shortens the phrase while retaining the core meaning.

Using the collected data

Focuses on the action of using the data for analysis.

The analysis of the collected data indicates

More explicitly mentions the analysis process and its outcome.

Data analysis suggests

More concise and direct, implying the data collection.

Based upon the data obtained

Substitutes "on" with "upon" and "collected" with "obtained", offering a slightly more formal tone.

In light of the data gathered

Emphasizes considering the data when forming a conclusion.

With the collected data as a foundation

Highlights the role of the data as a basis for further analysis or conclusions.

The evidence suggests

Replaces the phrase entirely, focusing on the implication of the data.

Data implies

Very concise, focusing on the inherent meaning of the data itself.

FAQs

How can I use "Based on the collected data" in a sentence?

You can use "Based on the collected data" to introduce a conclusion or analysis derived from information you have gathered. For example, "Based on the collected data, we can conclude that there is a strong correlation between exercise and improved mood."

What can I say instead of "Based on the collected data"?

You can use alternatives like "according to the data gathered", "from the data collected", or "using the collected data" depending on the context.

Is it grammatically correct to say "Based off the collected data"?

While some may use "based off", it's generally more accepted and grammatically correct to say "based on the collected data". "Based on" is the standard prepositional phrase.

What's the difference between "According to the data" and "Based on the collected data"?

"According to the data" emphasizes the data as the source of information, while "Based on the collected data" highlights that a conclusion or analysis is derived from that data. They are often interchangeable, but the latter implies a more active interpretation of the information.