Based on the data contained

USAGE SUMMARY

The phrase "Based on the data contained" is correct and usable in written English.
You can use it when introducing conclusions, analyses, or decisions that are derived from specific data or information. Example: "Based on the data contained in the report, we can conclude that sales have increased significantly this quarter."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Graph search, Mr. Zuckerberg explained, is aimed at answering questions based on the data contained in your social network, not serving you a list of links to other Web sites.

The New York Times

The model development was largely based on the data contained in the Swedish database.

Accident Analysis & Prevention

There have been a wide variety of publications based on the data contained within MIMIC-II and its public availability encourages reproducible research and permits comparison of results.

BMC Medical Informatics and Decision Making

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

And the third principle is based on the information contained in each data set of the designing stage.

EURASIP Journal on Advances in Signal Processing

Initially, the Gramene QTL ontology was constructed to define the data model based on the current data contained in the Gramene QTL class and those data types our services would provide.

BioData Mining

Council leader Mr Mansbridge said the figure of 322 new homes a year was based on the "historic data" contained in the South East Plan and was an "interim" target.

BBC

The final model based on the development data contains 19 unique predictors and 4 interaction terms (Table 2).

Depression and Anxiety

Based on orbital data contained in the DISCOS database, the situation on the geostationary ring is analysed.

Advances in Space Research

As compared with the KF-based tracking scheme, the speed estimate of the FOSB-based tracking scheme is based on the additional information contained in the future data.

EURASIP Journal on Advances in Signal Processing

In addition to the various descriptive parameters, Table 1 contains columns reporting the outcome criteria used in the various studies, the original outcome ratings, and the outcome (in%) divided into the three categories of "good," "moderate," and "poor," as calculated and rated by the us, which we based on the data in the preceding column containing the original outcome ratings.

BMC Psychiatry

Based on the data, a Markov model with each chain containing seven states (no component state, four isolated states, 2-component state, and MS state) was built.

BMC Public Health

Expert writing Tips

Best practice

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

Common error

Avoid using "based on the data contained" without specifying where the data comes from. Always provide context or a citation to ensure transparency and credibility.

Linguistic Context

The phrase "based on the data contained" functions as a prepositional phrase, modifying a clause by specifying the evidentiary basis for a statement, conclusion, or action. Ludwig AI suggests this phrase is usable in written English. Examples from Ludwig illustrate its use in scientific and business contexts.

Expression frequency: Uncommon

Frequent in

Science

67%

News & Media

22%

Formal & Business

11%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "based on the data contained" is a prepositional phrase used to indicate that a statement, conclusion, or action is supported by specific data. Ludwig AI confirms its usability and correctness. It is most frequently found in scientific and formal business contexts, demonstrating its role in providing evidence-based justifications. While relatively uncommon, the phrase is valuable for enhancing the credibility of claims by explicitly linking them to their factual basis. Alternative phrases, such as "according to the data included", may be used to achieve similar communicative goals.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

According to the data included

Changes the preposition and verb for a more direct tone.

Using the data provided

Focuses on the action of using the data, rather than the data itself.

From the information available

Emphasizes the availability of the information.

Based on the information included

Substitutes "data" with "information", a broader term.

Drawing from the data presented

Highlights the act of drawing a conclusion or inference.

In light of the data analyzed

Introduces a sense of analysis and evaluation.

Considering the data at hand

Emphasizes the immediacy and accessibility of the data.

Given the data examined

Stresses that the data has been carefully scrutinized.

Following a review of the data

Adds a sense of formal assessment.

As indicated by the data

Highlights the data as a direct indicator.

FAQs

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

This phrase introduces conclusions or actions derived from specific data. For example: "Based on the data contained in the sales report, we project a 15% increase in revenue next quarter."

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

You can use alternatives such as "according to the data included", "using the data provided", or "from the information available", depending on the specific context.

Is it better to say "Based on the data contained" or "According to the data"?

Both phrases are grammatically correct, but "based on the data contained" emphasizes that the conclusion is directly derived from the information within the dataset. "According to the data" is a more general statement.

What is the difference between "Based on the data contained" and "In light of the data"?

"Based on the data contained" directly refers to drawing conclusions from a specific dataset. "In light of the data"/"in light of the information" suggests a broader consideration of data or information when making a decision or forming an opinion.