basis of data

USAGE SUMMARY

The phrase "basis of data" is correct and usable in written English.
It can be used when referring to the foundational information or underlying data that supports a conclusion or analysis. Example: "The basis of data for this research study was collected from various reputable sources to ensure accuracy."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Or perhaps that we can draw no valid conclusions about the racial distribution of abilities on the basis of data like these.

The New York Times

What concerns me here is Nussbaum's private zeal to judge my personal character on the basis of data in the poems.

The New York Times - Books

But on the basis of data from just a few regions, he says it appears that the overlap between media and police reports is diminishing.

The New York Times - Magazine

The contribution of money transfers to development is analysed on the basis of data pertaining to 57 countries.

Princeton University

"I am convinced there is a positive story," he said, "but you can only report on the basis of data".

The New York Times

State-specific sampling fractions were defined on the basis of data from Species Fungorum44 (see Accounting for random and incomplete taxon sampling).

Nature

To develop products and services on the basis of data, companies need a capable discovery platform for data exploration along with the requisite skills and processes.

Harvard Business Review

The sample size for this study was estimated using a power calculation conducted on the basis of data obtained from earlier tocotrienol studies20.

Nature

On the basis of data from this study, we recommend CHEOPS as a valid, reliable and practical tool.

British Journal of Anaesthesia

Predictor variables for digital soil mapping are often chosen on the basis of data availability and the researcher's expert knowledge.

Geoderma

For this purpose, multivariate statistics were applied on the basis of data gathered with the Design of Experiment (DoE) methodology.

Journal of Chromatography A

Expert writing Tips

Best practice

Clearly specify the type of data being referenced to enhance clarity and avoid ambiguity.

Common error

Avoid drawing broad conclusions on the "basis of data" from a small or unrepresentative sample. Ensure the data is sufficient to support your claims.

Linguistic Context

The phrase "basis of data" functions primarily as a prepositional phrase modifying a verb or noun. It clarifies that an action, decision, or conclusion is justified or founded on factual evidence. Ludwig's examples confirm this usage across various contexts.

Expression frequency: Very common

Frequent in

Science

44%

News & Media

37%

Academia

10%

Less common in

Formal & Business

8%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "basis of data" is a common and grammatically sound way to indicate that something is supported by factual evidence. As confirmed by Ludwig, it is primarily used to provide justification and increase credibility, especially in scientific, academic, and professional contexts. While alternatives like "based on data" exist, "basis of data" maintains a formal tone, suitable for reports and analytical discussions. Remember to ensure that your data sources are credible and sufficiently representative when using this phrase.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on data

Slightly shorter and more direct.

on the strength of data

Emphasizes the reliability and power of the data.

grounded in data

Highlights the data as a solid foundation.

with data as the foundation

Rephrases to emphasize the foundational role of data.

according to data

Presents data as the authority for a statement.

drawing from data

Focuses on the extraction and utilization of information from data.

using data as a starting point

Highlights the data as an initial point for analysis.

founded upon data

Emphasizes the establishment of a concept or idea on factual data.

informed by data

Highlights how the data influenced or shaped the outcome.

with data as justification

Highlights the use of data to support a claim.

FAQs

How can I use "basis of data" in a sentence?

You can use "basis of data" to indicate that a conclusion, decision, or analysis is supported by factual information. For example: "The decision was made on the "basis of data" collected over the past year".

What are some alternatives to "basis of data"?

Some alternatives include "based on data", "according to data", or "grounded in data". The best choice depends on the specific context.

Is it better to say "based on data" or "on the basis of data"?

Both phrases are grammatically correct, but ""based on data"" is generally more concise and preferred in modern English. "On the "basis of data"" can sound slightly more formal.

What does it mean to make a decision "on the basis of data"?

To make a decision "on the "basis of data"" means that the decision is informed and justified by factual evidence rather than speculation, intuition, or personal opinion.