based on data available

USAGE SUMMARY

The phrase "based on data available" is correct and usable in written English.
It can be used when referring to conclusions, decisions, or analyses that rely on the data that is currently accessible. Example: "The recommendations provided in this report are based on data available from the last five years."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Based on data available from our crumbling economy, market-based competition and greed have not improved accountability on Wall Street.

The New York Times

In order to simulate the potential effect of mutations on malignant transformation, one genetic alteration is assumed to occur at every cell division based on data available in the literature [5].

Plosone

The study is based on data available in census and other government reports.

Princeton University

Outcome data have been updated for the present study based on data available as of April 2002.

Nature

Also closely watched is the World Meteorological Organisation, which in July made a prediction that this year would be the hottest, based on data available to that date.

The Guardian

If they ran their model based on data available on USA Spending, they would only have seven applicable metrics with less accuracy, she said.

The Washington Post

The study proposes a new, rational design of vitamin D analogs based on data available in the Protein Data Bank.

Steroids

The composition of the blends has been determined based on data available for two F T fuel samples obtained from different sources, using a systematic optimization approach.

Combustion and Flame

The agency said it followed standard operating procedure and made the call to "end" the warning based on data available from the closest tidal sensor, around 200km from Palu.

The Guardian

The agency said it followed standard operating procedure and made the call to "end" the warning based on data available from the closest tidal sensor, about 125 miles (200km) from Palu.

The Guardian

The agency lifted its tsunami warning 34 minutes after it was first issued following the earthquake based on data available from the closest tidal sensor, around 200 km (125 miles) from Palu.

The Guardian

Expert writing Tips

Best practice

When using "based on data available", clearly specify the source and limitations of the data to maintain transparency and credibility.

Common error

Avoid making definitive claims or generalizations solely "based on data available" if the data set is incomplete or not fully representative. Acknowledge the potential for further insights with additional data.

Linguistic Context

The phrase "based on data available" functions as a prepositional phrase, modifying a verb or noun to indicate the foundation or justification for a statement, conclusion, or action. Ludwig examples show it's used to explain the reasoning behind decisions, predictions, or analyses.

Expression frequency: Very common

Frequent in

Science

45%

News & Media

35%

Formal & Business

20%

Less common in

Academia

1%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "based on data available" is a versatile prepositional phrase used to indicate that a statement, conclusion, or action is justified by the information currently accessible. As Ludwig AI confirms, it is grammatically correct and very common across diverse fields like science, news, and business. When using this phrase, it is important to specify the data source and acknowledge potential limitations. Alternatives include "according to the available data" and "given the available data". To enhance credibility, specify the source of data and the date it was accessed.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to the available data

Replaces the preposition "based on" with "according to", emphasizing the source of the information.

as per the data available

Substitutes "based on" with "as per", providing a slightly more formal tone.

given the available data

Uses "given" to indicate that the data is the foundation for a conclusion.

informed by the available data

Highlights that the data has influenced or shaped a decision or understanding.

drawing from the available data

Emphasizes the process of extracting information from the data.

relying on the available data

Focuses on the dependence on the data for support or justification.

using the available data

Simplifies the phrase to highlight the act of using the data.

from the perspective of available data

Highlights that the data is a lens used to examine a phenomenon.

with respect to available data

Adds formality emphasizing consideration of the data.

on the strength of available data

Emphasizes the reliability and the impact of available data.

FAQs

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

Use "based on data available" to indicate that a conclusion or decision is derived from the information that is currently accessible. For example, "The recommendations are based on data available as of July 2025".

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

You can use alternatives like "according to the available data", "as per the data available", or "given the available data".

Is it always necessary to specify the date when using "based on data available"?

Specifying the date when using "based on data available" can be beneficial, especially in rapidly changing fields, to provide context and acknowledge that newer data may exist.

What does it mean when a decision is "based on data available"?

It means that the decision or conclusion is derived from the information accessible at the time, acknowledging that the available dataset may not be exhaustive, but is sufficient for an informed decision.