based on data derived

USAGE SUMMARY

The phrase "based on data derived" is correct and usable in written English.
It can be used when discussing conclusions, analyses, or decisions that are informed by specific data that has been obtained or extracted. Example: "The report's findings are based on data derived from extensive market research conducted over the past year."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The graph is based on data derived from the records of the Hudson's Bay Company.

Britannica

For HICs and some MICs, subnational values of LEXP were based on data derived from national statistical offices and Eurostat.

Nature

The TA.XT2i Texture Analyser, produced by the Texture Technologies Corporation, performs calculations based on data derived from as many as 250 separate probes.

The Guardian - Books

For HICs and some middle-income countries (MICs), subnational values of LGNIc were based on data derived from national statistical offices and Eurostat.

Nature

The research was based on data derived from simulations of existing drainage systems.

Journal of Hydrology

Therefore, the authors summarise adverse events of greatest prevalence and/or greatest severity based on data derived predominately from studies of geriatric patients with epilepsy and/or other non-psychiatric indications.

Stanford University

The dynamics of channel migration in this and many other large scale tropical river systems might benefit from the investigation based on data derived from DEM-SRTM.

Earth and Planetary Science Letters

Various model variables, including biomass of blade and blade length, were parameterized for rice based on data derived from an outdoor experiment with rice cv.

Journal of Integrative Agriculture

The ability to make strong causal inferences, based on data derived from outside of the laboratory, is largely restricted to data arising from well-designed randomized control trials.

Preventive Veterinary Medicine

Building energy-consumption situations based on data derived from international energy reports are initially compared between the U.S., China and the E.U.

Energy and Buildings

Cognitive work analysis was used to analyze current rail level crossing systems based on data derived from a range of focused data collection activities.

Procedia Manufacturing

Expert writing Tips

Best practice

When using "based on data derived", ensure the source and method of data derivation are clearly referenced to enhance credibility.

Common error

Avoid using "based on data derived" without specifying the data's source or the method of derivation. This can make your statement lack credibility. Always provide context.

Linguistic Context

The phrase "based on data derived" typically functions as a prepositional phrase modifying a noun or clause, indicating the evidentiary foundation or origin of a claim, analysis, or conclusion. Ludwig confirms the usage of this phrase in diverse contexts.

Expression frequency: Very common

Frequent in

Science

65%

Academia

18%

News & Media

7%

Less common in

Formal & Business

5%

Encyclopedias

3%

Social Media

2%

Ludwig's WRAP-UP

In summary, the phrase "based on data derived" is a grammatically sound and frequently used expression that signifies a strong reliance on empirical evidence. As Ludwig AI confirms, it’s particularly prevalent in scientific, academic, and formal writing, where credibility and accuracy are paramount. To ensure clear and effective communication, always specify the source and method of data derivation. While alternatives like "informed by data obtained" or "grounded in data collected" exist, "based on data derived" provides a precise and professional way to indicate that conclusions are firmly rooted in analyzed information.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

informed by data obtained

Replaces "based on" with "informed by", suggesting a guiding influence from the data.

grounded in data collected

Substitutes "based on" with "grounded in", emphasizing a firm foundation in the data.

drawing from data analyzed

Uses "drawing from" instead of "based on", highlighting the extraction of insights from the data.

stemming from data gathered

Replaces "based on" with "stemming from", indicating the data as the origin of the analysis.

predicated on data acquired

Uses "predicated on" instead of "based on", suggesting that the data is a necessary condition.

according to data sourced

Replaces "based on" with "according to", focusing on the data as the authority.

founded on empirical evidence

Substitutes "data derived" with "empirical evidence", emphasizing the factual nature of the information.

resulting from data processing

Highlights the data processing aspect that leads to the final result.

in light of data reviewed

Emphasizes the consideration of data during the process.

ascertained from data assessed

Indicates that the information was determined through careful evaluation of the data.

FAQs

What does "based on data derived" mean?

The phrase "based on data derived" means that a conclusion, analysis, or decision is supported by or originates from specific information that has been collected and processed.

How can I use "based on data derived" in a sentence?

You can use "based on data derived" to indicate that your findings or conclusions are rooted in empirical evidence. For instance, "The study's recommendations are "based on data derived" from a large-scale survey."

What can I say instead of "based on data derived"?

You can use alternatives like "informed by data obtained", "grounded in data collected", or "stemming from data gathered" depending on the context.

Is there a difference between "based on data derived" and "based on data collected"?

While similar, "based on data derived" implies that the data has undergone some form of processing or transformation, whereas "based on data collected" simply indicates that the data has been gathered. The choice depends on whether you want to emphasize the processing aspect.