according to my data

USAGE SUMMARY

The phrase "according to my data" is correct and can be used in written English.
You can use this phrase to introduce evidence or information you have gathered. For example, "According to my data, the average temperature has been increasing steadily over the last 10 years."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

Direct intervention may be most effective, but it's not likely, at least not according to my data.

TechCrunch

According to my data, monetary support to older parents is influenced not only by reciprocity and gender but also by whether the provider's parents have a pension and by the number of children the provider has.

The Journal of Chinese Sociology

"According to my data, economists are the 'rapiest' profession going," Stewart concluded.

Huffington Post

In 2008, registered Republicans had a 12 percentage point lead among mail ballots (according to my data).

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

According to my research data, only a small number of households actually try to get additional income as drivers or plan to open a restaurant or guest accommodation.

Pastoralism: Research, Policy and Practice

According to my qualitative data, the practice of filial obligation is treated as a process of displaying xiao to multiple audiences, such as parents, relatives, friends and colleagues and is closely bound up with maintaining mianzi.

The Journal of Chinese Sociology

In Denmark, Canada and Finland, close to half of top earners are in managerial occupations, according to my analysis of data from the Luxembourg Income Study.

The New York Times

The company employed just 10 lobbyists in state capitals around the country in 2012, according to my analysis of data collected by the National Institute on Money in Politics.

The New York Times - Magazine

(The percentages are 53 percent to 33 percent, according to my calculations using data from the 2004 General Social Survey, and almost none of the gap is due to the fact that liberals tend to be younger than conservatives).

The New York Times

According to my analysis of data compiled by the United States military, close air support sorties, which in Afghanistan are almost always unplanned and in aid of troops on the ground who are under intense fire, increased by just 27 percent during that same period.

The New York Times

While more than 15,000 are currently raising an adopted child under age 18 (according to my analyses of data from the 2010 American Community Survey), nearly 74,000 same-sex couples are raising a biological or stepchild.

Huffington Post

Expert writing Tips

Best practice

Use "according to my data" to present your original findings. This will give the reader confidence that what you're sharing is trustworthy and well-researched.

Common error

Avoid using "according to my data" to make broad generalizations from limited data. Ensure your conclusions are proportionate to the scope and reliability of your data.

Linguistic Context

The phrase "according to my data" functions as a discourse marker, introducing information derived from personal research or analysis. This phrase indicates that the following statement is substantiated by specific data. As Ludwig AI confirms, the phrase is correct and can be used in written English.

Expression frequency: Uncommon

Frequent in

News & Media

40%

Science

40%

Formal & Business

20%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "according to my data" is a grammatically correct phrase used to introduce information derived from personal analysis or research. Ludwig AI confirms its validity in written English. It functions to establish credibility and justify claims, fitting a neutral to professional register and appearing frequently in news, scientific, and formal business contexts. While uncommon, using the phrase effectively involves ensuring data accessibility for verification and proportionality in conclusions. Alternatives include "based on the data I analyzed" or "my data suggests".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the data I analyzed

Emphasizes the analysis performed on the data.

my data suggests

Presents the data as a suggestion rather than a definitive conclusion.

the data I have collected indicates

Highlights the collection process and the indicative nature of the data.

from my analysis of the data

Focuses on the analytical aspect and the source of the information.

the data shows, in my assessment

Combines objective data with personal assessment.

my research data indicates

Highlights the research nature and indicative quality of the finding.

the evidence I have gathered suggests

Uses "evidence" instead of "data" and emphasizes the suggestive nature of findings.

my figures indicate

Replaces "data" with "figures", implying numerical information.

in light of my findings

Shifts focus to the findings derived from the data.

my information suggests

Uses "information" instead of "data", broadening the scope of sources.

FAQs

How can I use "according to my data" in a sentence?

Use "according to my data" to introduce a statement that is based on your analysis or collection of data. For instance, "According to my data, there has been a 15% increase in sales this quarter".

What are some alternatives to saying "according to my data"?

You can use alternatives like "based on the data I analyzed", "my data suggests", or "from my analysis of the data" depending on the context.

Is it always necessary to specify "according to my data"?

No, specifying "according to my data" is not always necessary. If the context already implies that the information is based on your own data, you can simply state the information directly. However, it adds clarity and transparency when you want to emphasize the source of your information.

Which is more formal, "according to my data" or "my data suggests"?

"According to my data" is generally more formal and assertive, while "my data suggests" is slightly less direct and implies a degree of uncertainty or interpretation.