by the data

USAGE SUMMARY

The phrase "by the data" is correct and usable in written English.
It can be used when referring to information or conclusions that are derived from data analysis or research findings. Example: "The conclusions drawn in this report are supported by the data collected during the study."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

It's not borne out by the data.

The Guardian - Tech

Is this hypothesis supported by the data?

The New York Times

"Lives which are described by the data".

The Guardian

This argument is supported by the data.

The Guardian - Business

What FSTs are supported by the data?

Cornell University

This, too, is a belief unsupported by the data.

The New Yorker

(This one is firmly supported by the data).

The New York Times - Magazine

Still, there were small victories revealed by the data.

The New York Times

This model is supported by the data.

Accounting, Organizations and Society

Well, no – at least not judging by the data.

The Guardian - Lifestyle

BLOCH Our designs are largely driven by the data.

The New York Times

Expert writing Tips

Best practice

Use "by the data" to clearly indicate that your conclusions are empirically derived, avoiding subjective interpretations.

Common error

Avoid using "by the data" to make overly definitive claims if the data sample size is small or if the data has limitations. Qualify your statements to reflect the data's scope and potential biases.

Linguistic Context

The phrase "by the data" functions primarily as a prepositional phrase, modifying verbs or adjectives to indicate that information or conclusions are derived from data. Ludwig AI confirms this with numerous examples demonstrating its use in various contexts.

Expression frequency: Very common

Frequent in

News & Media

40%

Science

35%

Academia

15%

Less common in

Formal & Business

5%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "by the data" is a common and grammatically sound way to indicate that information or conclusions are supported by empirical evidence. Ludwig AI confirms its frequent use across various contexts, predominantly in news, scientific, and academic domains. When using "by the data", ensure the data source is reliable and the analysis is accurate to maintain credibility. While alternatives like "according to the data" or "based on the data" exist, "by the data" effectively conveys that data is the foundation for the statement being made.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to the data

Replaces the preposition "by" with "according to", emphasizing the data as a source of information.

based on the data

Uses "based on" to indicate the data is the foundation for a conclusion or action.

as the data shows

Highlights the data's role in revealing or demonstrating something.

the data suggests

Indicates the data hints at a particular conclusion without definitively proving it.

driven by the data

Emphasizes that the data is the main force behind a decision or process.

informed by the data

Implies that the data provides knowledge or insight.

supported by evidence

Uses broader term "evidence" instead of "data", suggesting conclusions are backed up by factual information.

revealed by the data

Emphasizes that data uncovers or makes something known.

determined by the data

Suggests that the data definitively decides the outcome.

in light of the data

Presents the data as context for understanding or interpreting something.

FAQs

How can I use "by the data" in a sentence?

You can use "by the data" to show that a conclusion or decision is based on factual information. For instance, "The research findings are supported "by the data" collected from the survey."

What are some alternatives to saying "by the data"?

Some alternatives include "according to the data", "based on the data", or "as the data shows", depending on the specific nuance you want to convey.

Is it always necessary to explicitly mention "by the data" when presenting data-driven conclusions?

No, it's not always necessary. Sometimes, the context implies that your statements are data-driven. However, explicitly stating ""by the data"" can add clarity and strengthen your argument, especially when presenting to a non-technical audience.

What does it mean when a hypothesis is "not borne out by the data"?

If a hypothesis is "not borne out "by the data"", it means that the data collected does not support the initial prediction or expectation. In other words, the evidence contradicts the hypothesis.