according to available data

USAGE SUMMARY

The phrase "according to available data" is correct and usable in written English.
You can use it when referencing information or conclusions drawn from data that is accessible or has been collected. Example: "According to available data, the population of the city has increased by 10% over the last decade."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

42 human-written examples

On a stretch of Bergen Street two blocks away, farther from the projects, sales prices for single- and multifamily homes generally ranged from a low of $374 per square foot in 2007 to $694 this year, having reached a high of $1,079 at the end of last year, for a fully renovated single-family town house that retained many of its original details, according to available data from Streeteasy.

The New York Times

Our proposed management including the time of PFO closure according to available data is presented.

British Journal of Anaesthesia

According to available data, land use for human activity were divided into five suitability levels.

Environmental Systems Research

"According to available data, nine out of 10 transactions by them are not regulated by our laws".

BBC

The sample period is 1998 2012 according to available data. a Relative interregional migration, b relative international migration.

SERIEs

The 104 chemical species in the inventory have been selected to be relevant with respect to photochemistry modeling according to available data.

Atmospheric Research

Human-verified similar examples from authoritative sources

Similar Expressions

18 human-written examples

According to available growth data, many of the children are short and underweight for their age.

The Guardian

A more reliable model can be obtained by choosing a relevant fractional index according to available real data.

Advances in Difference Equations

According to available chronological data, the formation and occupation of such cultural landscape could be tentatively dated to the Bronze Age.

Journal of Archaeological Science: Reports

Once the geometry is set, the specific values of conductivity are assigned, according to available laboratory data and generalized models (cf. Jones 1999; Palshin 1996).

Earth, Planets and Space

Each individual in the population was assigned age according to available demographic data of Sweden [ 11].

BMC Infectious Diseases

Expert writing Tips

Best practice

When using "according to available data", ensure that the data source is credible and, if possible, explicitly cited to enhance transparency and trustworthiness.

Common error

Avoid assuming that a correlation observed "according to available data" implies a direct causal relationship; further investigation might be needed to confirm causality.

Linguistic Context

The phrase "according to available data" functions as a prepositional phrase introducing information or conclusions that are supported by existing data. As Ludwig AI indicates, it's a grammatically correct way to reference data in various contexts.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

30%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "according to available data" is a grammatically correct phrase used to introduce information or conclusions grounded in existing data. Ludwig AI validates its correctness and usability across diverse contexts. While the phrase appears most frequently in scientific and news-related sources, its neutral to formal register makes it suitable for academic, professional, and general communication. Remember to use this phrase when you want to build credibility and objectivity, and ensure you back it up with reliable sources.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the data available

This alternative places emphasis on the "data" itself as the foundation.

as per the data available

This alternative has a slightly more formal tone than the original phrase.

informed by the data available

This alternative highlights the influence of the "data" on a conclusion or decision.

from the available data

This is a shorter and more direct way to express the same idea.

drawing from the data at hand

This alternative suggests a more active process of analyzing the data.

as the data suggests

This phrase directly connects the "data" to a specific suggestion or conclusion.

the data indicates that

This alternative focuses on the indication or evidence provided by the "data".

the evidence suggests that

This phrase broadens the scope from specific "data" to more general "evidence".

current research suggests

This alternative focuses on information derived from research.

the present figures indicate

This version is more appropriate if you want to talk about "figures".

FAQs

How can I use "according to available data" in a sentence?

You can use "according to available data" to introduce information or conclusions drawn from existing data. For example, "According to available data, sales have increased this quarter."

What are some alternatives to "according to available data"?

Alternatives include "based on the data available", "as per the data available", or "informed by the data available".

Is it necessary to cite the data source when using "according to available data"?

While not always mandatory, citing the data source after using "according to available data" enhances credibility and allows readers to verify the information independently.

What's the difference between "according to available data" and "in my opinion"?

"According to available data" implies an objective statement based on evidence, while "in my opinion" indicates a subjective viewpoint or personal belief.