based on my data

USAGE SUMMARY

The phrase "based on my data" is correct and usable in written English.
You can use it when you want to present conclusions, opinions, or decisions that are derived from specific data you have collected or analyzed. Example: "Based on my data, the sales have increased by 20% over the last quarter."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

"It might not be a popular conclusion but, based on my data, chief executives are receiving rewards based on their actual performance," explains Farmer, who worked as a pay consultant in the City after graduating from Coventry University in 1995.

The Guardian

Based on my data, that tactic wouldn't do much good.

BBC

Whether writing a paper based on my data or filling a canvas with paint, both processes told a story.

Science Magazine

And I even went back and redid some of the old stuff, based on my data.

Genome Medicine

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

Not that ads targeted based on my Facebook data are going to get me buy a product, but that's for another day.

TechCrunch

I'd like a control in settings to have the OS dynamically arrange apps on my home screen which I spend the most time in based on my usage data.

TechCrunch

This paper explores the ecological effects of the top-down Ganges Basin water management systems in Chapra, Bangladesh, based on my ethnographic fieldworka data collected in 2011-12.

Bandung: Journal of the Global South

Based on my company's data, offering a coupon for 20percentt off any purchase historically outperforms any other offer.

Huffington Post

This unit may extend over a kilometer along strike based on my field reconnaissance; published data on this unit is otherwise lacking.

Progress in Earth and Planetary Science

The work reported here appeals strongly to a wide variety of scientists, based on my experience presenting the data publically for the last seven months.

eLife

And my hunt for 2009 data based on my last life insurance application, which was in 2006, would yield nothing.

The New York Times

Expert writing Tips

Best practice

When using "based on my data", clearly state the source and scope of your data to enhance credibility. This helps your audience understand the context and limitations of your conclusions.

Common error

Avoid making sweeping claims or extrapolating beyond the scope of your data. Ensure your conclusions are directly supported by the data you've collected, and acknowledge any potential biases or limitations.

Linguistic Context

The phrase "based on my data" functions as a prepositional phrase that introduces a statement or conclusion derived from personal information or research. As Ludwig AI confirms, this phrase is correct and usable. It commonly prefaces an assertion grounded in empirical evidence, as seen in various contexts.

Expression frequency: Uncommon

Frequent in

News & Media

50%

Science

40%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "based on my data" serves to introduce a statement or conclusion that is derived from personal data, lending credibility to the assertion. As Ludwig AI confirms, the phrase is grammatically correct and usable in various contexts, including news, science, and business. While the phrase appears mostly in neutral to professional registers, the source of information and scope of data should be clearly stated to avoid overgeneralization. Alternative phrases like "according to my data" and "from my data analysis" can be used for variety or to adjust the formality of the statement. Overall, "based on my data" is a valuable way to ground arguments in empirical evidence.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to my data

Replaces "based on" with "according to", offering a slightly different emphasis on the data's role.

from my data analysis

Specifies that the conclusion is derived from a data analysis process.

my data suggests

Attributes the suggestion directly to the data, implying a less definitive conclusion.

my findings indicate

Highlights the research aspect, framing the data as findings.

the data I collected shows

Emphasizes the personal effort in gathering the data.

in light of my data

Suggests the data provides context or understanding.

drawing from my data

Implies the conclusion is extracted or inferred from the data.

my data leads me to believe

Expresses a personal belief influenced by the data.

my research indicates

Reframes the "data" as "research" to indicate results.

the evidence suggests

Replaces the first person with a statement of evidence, focusing on objectivity.

FAQs

How can I rephrase "based on my data" to sound more formal?

For a more formal tone, consider using phrases such as "according to my data", "analysis of my data indicates", or "my research suggests".

What's a less assertive way to say "based on my data"?

To soften the assertion, you could say "my data suggests", "the data I collected indicates", or "from what I've gathered".

Is it appropriate to use "based on my data" in academic writing?

Yes, "based on my data" is appropriate, especially when presenting your own research. However, ensure you provide sufficient context about your data collection and analysis methods. More formal alternatives, like "according to my analysis", may also be suitable.

What's the difference between "based on my data" and "from my data"?

"Based on my data" implies that your data is the foundation for your conclusion. "From my data", in contrast, suggests the conclusion was derived or extracted from your data. The phrase "based on my data" emphasizes the supportive role of the data more strongly.