based on data given

USAGE SUMMARY

The phrase "based on data given" is correct and usable in written English.
It is often used to indicate that decisions or conclusions are drawn from facts and information that have already been presented. For example, "Based on data given, we can conclude that customer satisfaction has improved by 15% over the past quarter."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

In this section, a baseline scenario is first presented based on data given in Section 3.

Journal of Modern Power Systems and Clean Energy

A screw press is assumed with separation efficiency based on data given by [12, 15] (Table 13).

Energy, Sustainability and Society

The app works using an algorithm based on data given by women using the app, such as daily body temperature and monthly menstrual cycles.

TechCrunch

The base reservoirs in this research are synthesis reservoirs, which are generated based on data given in the literature (Permadi et al. 2004).

Journal of Petroleum Exploration and Production Technology

The WSJ reports that the FAA approved the 787 based on data given to it by Boeing that showed the batteries were "essentially foolproof".

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

This model-based deep reinforcement learning system gives it the ability to learn to drive like a human in new environments based on data either given or learned from past experience.

Forbes

At that time, the absorbed dose calculations using DCAL and IDAC-Dose1.0 were based on the stylised family anatomical phantoms described by Cristy and Eckerman [16] and based on the data given in ICRP Publication 23 for the "Reference Man" [17].

EJNMMI Research

The researchers cautioned that trends for charter teachers and students are based on partial data, given that up to one-third of new charters failed to report their retention rates for students or teachers to district officials toward the end of the study period.

University of California, Berkeley

This map has been constructed based on the data given in Table 2. Experimental data on chromosomal DNA cleavage [ 13] are given on a left side of Fig. 4.

BMC Genomics

Based on experimental data given by X-ray tomography or by scanning electron microscopy, we can have a good description of some of the features of the foam (average cell aperture and strut diameter).

Chemical Engineering and Processing: Process Intensification

Accordingly, based on the data given in Table 1, subtracting minimum + 2nd derivative was the selected data pre-treatment.

Chemistry Central Journal

Expert writing Tips

Best practice

When using "based on data given", ensure the data source is clearly identified and accessible to your audience. This enhances transparency and credibility.

Common error

Avoid making broad statements "based on data given" without specifying which data you are referring to. Always cite the specific source or dataset to prevent ambiguity.

Linguistic Context

The phrase "based on data given" functions as a prepositional phrase, modifying a verb or noun to indicate the evidentiary basis for a statement or action. As Ludwig AI confirms, it shows that the statement is directly related to the data. It connects information to its source.

Expression frequency: Rare

Frequent in

Science

40%

News & Media

40%

Formal & Business

20%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "based on data given" is a grammatically sound and functionally clear way to indicate that a statement or decision is rooted in specific information. While relatively infrequent, as shown by Ludwig, it maintains a neutral-to-professional tone suitable for various settings. According to Ludwig AI analysis, it's used to provide justification or support for a claim or decision. Ensuring the data source is clearly referenced enhances the phrase's impact and credibility. While not exceptionally sophisticated, its directness ensures clarity, making it a reliable choice.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

on the basis of the provided data

A more formal way of saying "based on data given".

according to the information provided

Emphasizes the source of the information as the basis for the statement.

derived from the presented data

Highlights that the information comes directly from the presented data.

as indicated by the data supplied

Highlights that the data is pointing to a specific conclusion.

from the supplied information

Highlights the act of using the information to draw conclusions.

informed by the data presented

Suggests a more thoughtful and considered analysis of the data.

taking into account the data shared

Implies a more comprehensive consideration of the data.

drawing from the given data set

Emphasizes the action of extracting insights from a specific data set.

using the data available

Focuses on the data being accessible and utilized.

with the data at hand

Focuses on what can be achieved with existing information.

FAQs

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

Use "based on data given" to introduce a conclusion or decision that is directly supported by previously presented information. For example, "Based on data given, we recommend increasing the marketing budget."

What phrases are similar to "based on data given"?

You can use alternatives like "according to the information provided", "as indicated by the data supplied", or "informed by the data presented" depending on the specific context.

Is "based on data given" formal or informal?

"Based on data given" is generally suitable for both formal and informal contexts, though more formal alternatives may be preferred in highly academic or professional settings.

What's the difference between "based on data given" and "based on available data"?

"Based on data given" implies that the data has already been presented, while "based on available data" suggests that the data is accessible but may not have been explicitly shown. The first has a stronger connection with the context of an existing speech or document, while the second is valid as a general expression.