Based on the data available

USAGE SUMMARY

The phrase "Based on the data available" is correct and usable in written English.
You can use it when introducing a conclusion, analysis, or decision that relies on the data at hand. Example: "Based on the data available, we can conclude that the new marketing strategy has significantly improved sales."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Based on the data available, one input variable was used in the analysis: number of health workers, which in the case of HPs are auxiliary nurses.

Global Health Action

Based on the data available, this most recent report suggests that the number of "justifiable" police killings has not increased since 1976, averaging 373 a year, despite a growth in both the population and the number of police officers.

The New York Times

Based on the data available, we know that small businesses create the majority of new jobs.

TechCrunch

Based on the data available so far, mineralisation of plastics appears to be an extremely slow process [25, 116].

Environmental Sciences Europe

Based on the data available and due to the rarity of these events, the benefits of antiresorptive therapy outweigh the risk.

Journal of Orthopaedics and Traumatology

Based on the data available on the datasheet [9], the T0 of this commercial laser diode is estimated to be 89 K, which comes close to the value reported here for the GaInNAs laser.

Nanoscale Research Letters

Based on the data available, we calculated a cumulative failure to capture at least 434×106 t of carbon due to habitat loss since the 1920s.

Plosone

Based on the data available it appears that intervening with a nursing and physiotherapy assessment and then following up after discharge is a sensible decision on economic grounds.

Plosone

Based on the data available now, Schenk's conclusion on Schmeissneria (Stachyopitys) has been proven erroneous.

BMC Evolutionary Biology

Based on the data available in the literature, we expected older children to perform better than younger ones.

Animal Cognition

Based on the data available, Nepal has made very good progress in terms of reducing child and infant mortality [ 3].

BMC Public Health

Expert writing Tips

Best practice

Clearly state the specific dataset you are referencing to avoid ambiguity. For instance, "Based on the data available from the 2024 census..."

Common error

Avoid drawing sweeping generalizations without acknowledging the limitations of the "data available". Always consider potential biases, sample sizes, and the scope of the dataset.

Linguistic Context

The phrase "Based on the data available" functions as a prepositional phrase, serving as an adverbial modifier. It introduces a statement or conclusion that is derived from and supported by the information that is currently accessible. As Ludwig AI points out, it sets the context for subsequent claims.

Expression frequency: Very common

Frequent in

Science

66%

News & Media

27%

Formal & Business

3%

Less common in

Wiki

2%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "Based on the data available" is a versatile prepositional phrase that signals a conclusion or statement is derived from existing evidence. Ludwig AI confirms its grammatical correctness and high frequency across diverse fields like science, news, and business. When using this phrase, it is a best practice to specify the dataset to reduce ambiguity and avoid overgeneralizing your conclusion beyond the data's limitations. Consider alternatives such as "According to the data available" or "Given the data available" to add variety to your writing. Overall, the phrase is useful to increase credibility and objectivity to your claims.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

According to the data available

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

Given the data available

Substitutes "based on" with "given", focusing on the data as a condition or premise.

In light of the data available

Uses "in light of" instead of "based on", suggesting that the data sheds light on a situation.

From the data available

Replaces "based on" with "from", highlighting the data as the origin of the conclusion.

Using the data available

Changes "based on" to "using", emphasizing the action of employing the data.

Considering the data available

Substitutes "based on" with "considering", focusing on the act of taking the data into account.

As per the data available

Replaces "based on" with "as per", indicating adherence to the data.

Drawing from the data available

Substitutes "based on" with "drawing from", highlighting the act of extracting information.

In view of the data available

Similar to "in light of", but slightly more formal.

The data suggests

Streamlines the phrase to focus on the data's implication directly.

FAQs

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

You can use "Based on the data available" to introduce a conclusion, analysis, or decision that is derived from the information at hand. For example: "Based on the data available, we can conclude that sales have significantly increased."

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

Some alternatives include "According to the "data available"", "Given the "data available"", or "In light of the "data available"".

Is it always necessary to use "Based on the data available"?

No, it's not always necessary. If the context makes it clear that your statement is based on data, you can omit the phrase. However, using it can add clarity and emphasize the evidence-based nature of your statement.

What's the difference between "Based on the data available" and "Based on the information available"?

While similar, "Based on the data available" implies a more structured and quantifiable source of information, whereas "Based on the information available" is more general and can include qualitative sources.