based on data collected

USAGE SUMMARY

The phrase "based on data collected" is grammatically correct and can be used in written English.
You can use it when you want to emphasize that your argument is backed up or supported by reliable data. For example: "Our conclusion is based on data collected over the last five years."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

This presentation will report on early findings, based on data collected at baseline and one-year post enrollment.

University of California, Berkeley

A word of caution on these figures: this study was focused on one sector of the economy and based on data collected without the firms' help.

The New York Times

The report was based on data collected in 2018.

The Washington Post

The analysis was based on data collected by the Russian State Statistical Bureau, Goskomstat.

The New York Times

These recommendations are based on data collected from very large numbers of customers and as a rule work very well.

The Guardian

But he says his decision was based on data collected by the Navajo Nation's own environmental protection agency.

The Guardian

The study, of the 50 largest media markets, was based on data collected by the Scarborough Research Corporation.

The New York Times

The report, from the Washington Area Boards of Education, is based on data collected from surveys of school officials.

The Washington Post

The new study is based on data collected from users who opted to share anonymized information from ProtectMyPrivacy.

MIT Technology Review

But they have found that students are more likely to graduate from high school, based on data collected from families.

The Washington Post

The projections were made by the National Highway Traffic Safety Administration based on data collected from state officials.

The Washington Post

Expert writing Tips

Best practice

When using the phrase "based on data collected", ensure the data source is clearly identified to maintain transparency and credibility.

Common error

Avoid using "based on data collected" without specifying the data source or collection method. This can weaken your argument and raise questions about the validity of your claims.

Linguistic Context

The phrase "based on data collected" functions as an introductory phrase, modifying a statement or conclusion by indicating the foundation upon which it is built. Ludwig AI confirms its grammatical correctness and widespread usage.

Expression frequency: Very common

Frequent in

News & Media

53%

Science

35%

Academia

7%

Less common in

Formal & Business

3%

Reference

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "based on data collected" is a grammatically correct and very common introductory phrase used to establish that a conclusion or statement is supported by empirical evidence. Ludwig AI confirms its validity. It's most frequently found in news, scientific, and academic contexts, indicating its importance in objective reporting and analysis. To enhance clarity and credibility, it is recommended to specify the data source when using this phrase. Alternatives such as "according to collected data" or "derived from collected data" offer similar meanings with subtle differences in emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to collected data

Rephrases the original phrase, placing emphasis on the data as the source of information.

derived from collected data

Indicates that the information originates from the data that has been gathered.

informed by collected data

Highlights that the data influenced or shaped the conclusion or decision.

drawing from collected data

Suggests using collected data as a source of information or inspiration.

as evidenced by collected data

Emphasizes that collected data serves as proof or support for something.

using collected data as a basis

This alternative focuses on the utilization of collected data.

grounded in collected data

Suggests a firm foundation or justification stemming from collected data.

founded on collected data

Similar to grounded, emphasizing establishment or origination from the data.

supported by collected data

Highlights how the collected data gives credence to, or backs up a claim.

in light of the data collected

This alternative emphasizes a more broad examination based on the collected data.

FAQs

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

You can use "based on data collected" to introduce conclusions or findings that are supported by empirical evidence. For example, "The study's findings, based on data collected from 500 participants, suggest a strong correlation between exercise and mental health."

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

Some alternatives include "according to collected data", "derived from collected data", or "informed by collected data". The best choice depends on the specific nuance you want to convey.

Is it necessary to specify the source of the data when using "based on data collected"?

While not always grammatically required, specifying the source of the data adds credibility and transparency to your writing. It allows readers to assess the reliability and validity of the information presented.

What is the difference between "based on data collected" and "informed by data collected"?

"Based on data collected" implies that the conclusions are directly and logically derived from the data. "Informed by data collected" suggests that the data influenced the conclusions, but other factors may have also played a role.