based on these data

USAGE SUMMARY

The phrase "based on these data" is correct and usable in written English.
It is typically used to indicate that a conclusion or statement is derived from the information provided. Example: "Based on these data, we can conclude that the new marketing strategy has been effective in increasing sales."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Based on these data, a phase diagram is built.

Acta Materialia

Based on these data, the calculated N O ratios are 0.51 and 0.59, respectively.

Nature

Based on these data, the U.S. income tax system looks truly progressive.

The Washington Post

Based on these data, we reviewed the published studies.

Clínica e Investigación en Arteriosclerosis

But again, I'm giving you my honest opinion based on these data.

Cornell University

Based on these data, Yale and Flatiron School will determine plans for 2020.

Yale University

Based on these data for this strain, were we exposed to anthrax, we would take ciprofloxacin or doxycycline, but not penicillin.

The New York Times

Risk stratification based on these data can assist in the design of VTE prophylaxis guidelines for ESS patients.

Stanford University

Based on these data, events from flight grades 24, 66, 107, 214, and 255 are routinely discarded on-board.

Harvard University

Other figures based on these data appear in Creating More Effective Graphs.

Forbes

Based on these data, a randomized study of a larger group of patients is warranted.

Duke University

Expert writing Tips

Best practice

When using "based on these data", ensure the data you're referring to is clearly identified and accessible to your audience. This enhances transparency and credibility.

Common error

Avoid assuming a causal relationship solely "based on these data". Correlation does not equal causation; further investigation may be required to establish causality.

Linguistic Context

The phrase "based on these data" functions as a prepositional phrase, modifying a verb or clause to indicate the foundation or justification for a statement or conclusion. As Ludwig AI states, the phrase is typically used to indicate that a conclusion or statement is derived from the information provided.

Expression frequency: Very common

Frequent in

Science

58%

Academia

22%

News & Media

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "based on these data" is a versatile phrase used to indicate that a statement or conclusion is derived from specific information. Ludwig AI confirms its correctness and common usage. It's most frequently found in scientific and academic contexts, lending credibility to arguments by grounding them in factual evidence. When using this phrase, ensure the data is clearly identified and that your conclusions are logically supported to maintain transparency and avoid misinterpretations. Alternatives such as "according to these data" or "drawing from these data" can add nuance depending on the desired emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to these data

Replaces "based on" with "according to", shifting the emphasis slightly to the source of the information.

drawing from these data

Uses "drawing from" to emphasize the act of extracting information from the data.

informed by these data

Indicates that the data has influenced or shaped a particular conclusion or decision.

using these data as a foundation

Highlights the data's role as a base or starting point for further analysis or conclusions.

relying on these data

Emphasizes the dependence on the data for accuracy and validity.

in light of these data

Suggests that the data provides context or clarification for a particular understanding.

given these data

Implies that the data is a pre-existing condition that influences subsequent statements.

with these data as a basis

Similar to "using these data as a foundation", but slightly more formal.

as these data suggest

Directly attributes a suggestion or implication to the data.

these data indicate that

Clearly states that the data points towards a specific conclusion or direction.

FAQs

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

Use "based on these data" to introduce a conclusion, recommendation, or analysis that is directly supported by the information you're citing. For example, "Based on these data, we recommend increasing investment in renewable energy".

What are some alternatives to "based on these data"?

You can use alternatives like "according to these data", "drawing from these data", or "informed by these data" depending on the context.

Is it ever incorrect to use "based on these data"?

It's generally correct, but ensure the data truly supports your statement. Avoid using it if the connection is weak or speculative. The statement should have logical reasoning to support it. Also, consider using stronger verbs and sentence structuring to enhance readability and professionalism.

What is the difference between "based on these data" and "according to these data"?

"Based on these data" implies a conclusion or action derived from the data, whereas "according to these data" simply attributes information to the data source. The former suggests analysis, while the latter emphasizes sourcing.