Based on the data generated

USAGE SUMMARY

The phrase "Based on the data generated" is correct and usable in written English.
You can use it when introducing conclusions, analyses, or decisions that are derived from specific data that has been collected or produced. Example: "Based on the data generated from our recent survey, we can conclude that customer satisfaction has significantly improved."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

22 human-written examples

Based on the data generated, germination speed index (GSI) was calculated (AOSA, 1983) with some modifications.

Rice

Based on the data generated from the parametric study, expressions for dynamic impact factors for moment, reaction, and deflection for such bridges are proposed.

Engineering Structures

Based on the data generated in the study, the MITFs are now required to be completed by all pharmacists as part of their daily duties.

BMC Health Services Research

Based on the data generated, we discuss the respective performances of the different protocols in detecting the non-polyadenylated and non-coding fractions of the transcriptome, and their impact for analyzing the transcriptome landscape in general.

BMC Genomics

Based on the data generated by the proton, carbon and COSY NMR spectroscopy and electroscopy ionisation mass spectroscopy the structure of the active compound was identified as 7′-hydroxy-3′,4′,5,9,9′-pentamethoxy-3,4-methylene dioxy lignan with a formula indicated in.

British Journal of Cancer

Based on the data generated from chromatin immunoprecipitation followed by sequencing, the global DNA binding of transcription factors including retinoid x receptor α (RXRα) along with its partners i.e. retinoic acid receptor α (RARα), pregnane x receptor (PXR), liver x receptor (LXR), farnesoid x receptor (FXR), and peroxisome proliferator-activated receptor α (PPARα) has been established.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

38 human-written examples

The NCBI's pig Unigene database release 34 [57], based mainly on the data generated by the Sino-Danish Pig Genome Sequencing Project [58], the Refseq vertebrate mammalian mRNA database release 27 [57], and the Sus scrofa version 6, May 2008 release (http://www.sanger.ac.uk/Projects/S_scrofa/) was implemented to run on a DeCypher computer (http://www.timelogic.com).

Plosone

Moreover, BioTriangle also provides a BioModel script to construct the prediction models based on the data matrix generated by BioTriangle.

Journal of Cheminformatics

The UP is determined based on the data type generated by nodes, such as background data, video data, and emergency reports.

EURASIP Journal on Wireless Communications and Networking

Based on the data, we generated a three-factor model using Varimax rotation.

BMC Medical Education

These reports were directly reused for data analysis, and a heat map based on the data was generated.

BMC Medical Informatics and Decision Making

Expert writing Tips

Best practice

When using the phrase "Based on the data generated", ensure that the data source is clearly identified and that the conclusions drawn are directly and logically supported by the data.

Common error

Avoid drawing broad or unsupported conclusions that go beyond what the "data generated" actually demonstrates. Always limit your statements to what the data explicitly supports.

Linguistic Context

The phrase "Based on the data generated" functions as a prepositional phrase that introduces the foundation for a subsequent statement or conclusion. It establishes that the information presented is derived directly from empirical evidence. This is supported by Ludwig AI, which confirms its correct usage.

Expression frequency: Uncommon

Frequent in

Science

85%

News & Media

8%

Formal & Business

7%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "Based on the data generated" is a grammatically correct and widely accepted way to introduce findings or conclusions derived from empirical evidence. Ludwig AI confirms this assessment, indicating the phrase's validity in written English. While predominantly used in formal and scientific contexts to lend credibility to statements, it's crucial to ensure that conclusions are directly and logically supported by the referenced data. Alternatives such as "According to the data obtained" or "In light of the data produced" can be used to vary expression, but the core principle of grounding claims in evidence remains paramount.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

According to the data obtained

Replaces "based on" with "according to" and "generated" with "obtained", focusing on the source of the data.

In light of the data produced

Uses "in light of" to indicate consideration of the data, and "produced" instead of "generated", changing the emphasis slightly.

From the data collected

Emphasizes the act of gathering data, using "collected" to highlight the data acquisition process.

Drawing from the data analyzed

Highlights the analytical aspect, suggesting a more in-depth review of the data.

Based upon the information derived

Substitutes "data" with "information" and "generated" with "derived", offering a more formal tone.

Using the resultant data

Focuses on the data as a result of a process, using "resultant" for emphasis.

Considering the evidence presented

Shifts the focus to the evidence aspect of the data, suitable for persuasive contexts.

Following data analysis

A more concise way to express the sequence of events, with data analysis preceding the conclusion.

With the data at hand

Implies readily available data influencing a decision or conclusion.

Given the available data

Emphasizes the availability of the data as the basis for the subsequent statement.

FAQs

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

This phrase typically introduces a conclusion or analysis that directly stems from collected data. For instance, "Based on the data generated, we can conclude that the new strategy is effective."

What are some alternatives to "Based on the data generated"?

You could use phrases like "According to the data obtained", "In light of the data produced", or "From the data collected". See more alternatives "according to the data obtained".

Is it always necessary to specify the source of "the data" when using "Based on the data generated"?

While not always grammatically required, specifying the data source enhances credibility and allows readers to assess the validity of your conclusions. For example, "Based on the data generated by the survey..."

Can "Based on the data generated" be used in informal writing?

While grammatically sound, this phrase tends to be more suitable for formal or scientific writing. For informal contexts, consider simpler alternatives like "The data shows..." or "From what we found..."