based on the data given

USAGE SUMMARY

The phrase "based on the data given" is correct and usable in written English.
It can be used when referring to conclusions, analyses, or decisions that are derived from specific data provided in a context. Example: "Based on the data given, we can conclude that the new marketing strategy has significantly improved sales."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

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

Chemistry Central Journal

The adsorption potential of rock to the chemicals was based on the data given in the software templates.

Journal of Petroleum Exploration and Production Technology

Steel materials for steel components and bolts are as well defined based on the data given in Table 2 using bilinear material models with 15% strain hardening.

International Journal of Advanced Structural Engineering

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

Hence, no case fatality was assumed in this analysis (Table  2, Assumption i; although negligible four cases were modeled based on the data given) because every other assumption would be inferred without underlying epidemiological information.

Environmental Health: A Global Access Science Source

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

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

The impossibility to calculate exposure data based on the information given by Monsanto [12] was not flagged by EFSA in its two positive opinions on the NK603 dossier.

Environmental Sciences Europe

"They won't need to maintain the current 'hit and hope' approach of spear phishing, instead only attacking specific users and computers based on the data these give away about their owners".

The Guardian - Tech

The accuracy of the model was checked based on the statistical data given in Table 7.

Applied Water Science

In this study, based on the SR data given in Table 2, the regression model is developed using MINITAB software.

Journal of Industrial Engineering International

T-scores (according to age) were calculated for all the raw scores based on the normative data given in the manual.

Child and Adolescent Psychiatry and Mental Health

Expert writing Tips

Best practice

When using "based on the data given", ensure the data source is clearly identified either within the same sentence or in close proximity. This enhances clarity and credibility.

Common error

Avoid using "based on the data given" without providing specific references or details about the data. Overgeneralizing can weaken your argument and make your statement seem unfounded.

Linguistic Context

The phrase "based on the data given" functions as a prepositional phrase that introduces a statement or conclusion derived from specific information. It serves to ground an assertion in factual evidence. Ludwig examples show its use in scientific articles and news reports.

Expression frequency: Uncommon

Frequent in

Science

77%

News & Media

15%

Formal & Business

8%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "based on the data given" is a prepositional phrase used to ground statements and conclusions in factual evidence. Ludwig AI confirms it is grammatically correct and can be found in several contexts such as science and news reports. While alternatives like "according to the data provided" exist, "based on the data given" is a suitable choice for formal to neutral settings. Always ensure that the data source is clearly identified to maintain clarity and credibility. While relatively uncommon in overall frequency, this phrase serves an important function in academic, professional, and journalistic writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

given the data at hand

Uses a more concise structure, replacing "based on" with "given", while retaining the original meaning.

according to the data provided

Replaces 'based on' with 'according to' and 'given' with 'provided', emphasizing the source of the data.

from the data available

Shortens the phrase, focusing on the data's availability as the basis.

drawing from the information supplied

Uses 'drawing from' to indicate inference and 'supplied' instead of 'given', offering a more formal tone.

on the basis of the data shown

Replaces 'based on' with 'on the basis of' and 'given' with 'shown', maintaining a similar level of formality.

relying on the data presented

Substitutes 'based on' with 'relying on' and 'given' with 'presented', highlighting the reliance on the data.

taking into account the data shared

Replaces "based on the data given" with a more explanatory phrase that highlights considering the data.

as indicated by the data furnished

Rephrases the sentence to emphasize indication from the data, using 'furnished' for a formal tone.

utilizing the data set forth

Employs 'utilizing' to express use and 'set forth' instead of 'given', creating a more sophisticated tone.

informed by the evidence presented

Replaces 'based on the data' with 'informed by the evidence', shifting the focus to evidence.

FAQs

What are some alternatives to "based on the data given"?

You can use alternatives like "according to the data provided", "drawing from the information supplied", or "relying on the data presented" to express the same idea.

How do I properly cite data when using the phrase "based on the data given"?

Ensure you provide a clear citation or reference to the specific dataset you are referring to. This could be a table number, a URL, or a bibliographic entry, depending on the context.

Is it better to use "based on the data given" or "according to the data"?

Both phrases are acceptable, but "according to the data" is often more concise. The best choice depends on the desired level of formality and the specific context.

What is the difference between "based on the data given" and "in light of the data"?

"Based on the data given" implies a direct derivation or conclusion from the data. "In light of the data" suggests that the data provides context or helps to understand a situation, but the connection might be less direct.