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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

according to my analysis

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "according to my analysis" is correct and usable in written English.
You can use it to introduce an opinion or statement that you have formed after examining and analyzing the evidence or facts. For example, "According to my analysis, the best choice for this project is to hire a professional contractor."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

According to my analysis, these tabulations reveal a wide partisan disparity in income growth.

According to my analysis, even if every black person in America had stayed home on Election Day, Obama would still be president.

News & Media

The New York Times

For example, according to my analysis of YouGov polls, 83 percent of Democrats view Mr. Obama as empathetic, but only 14 percent see Mr. Romney this way.

News & Media

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.

News & Media

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

The basic problem of these Martin/Russell/Koonin papers is that they conflate three independent problems: precellular evolution, the nature of the last common ancestor (clearly cellular, clearly negibacterial), and the nature of the eubacterium/archaebacterium transition, none of which has anything to do with any of the others, according to my phylogenetic analysis [ 1, 31].

According to my office's analysis, better-educated officers have fewer civilian complaints, higher performance ratings and are more racially and ethnically tolerant.

News & Media

The New York Times

According to their analysis, my constituents in Jefferson County will face premiums more than $1,400 higher on average than they did under the ACA.

News & Media

Huffington Post

The University of Mississippi has the best professors in the country, according to an analysis from Rate My Professors.

News & Media

Huffington Post

The campaign produced a clear reduction in articles of more than 1,800 words during its first 10 weeks, but the impact has faded significantly in the past 10 weeks, according to an analysis by Joseph Plambeck, my assistant.

News & Media

The New York Times

My genetic background, according to DNA analysis is 33percentt West African and 66 percent European.

News & Media

Huffington Post

According to new analysis by Free Press (my employer), only 35percentt of U.S. homes with less than $50,000 in annual income have a high-speed Internet connection.

News & Media

Huffington Post
Show more...

Expert writing Tips

Best practice

When presenting your analysis, clearly state the data or methods you used to reach your conclusions to enhance credibility.

Common error

Avoid presenting your analysis as an absolute truth. Qualify your statements to acknowledge potential limitations or alternative interpretations.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

95%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "according to my analysis" serves as a discourse marker introducing a statement or conclusion that is derived from one's own analytical process. It signals that the speaker or writer has evaluated available information and is about to present the result of that evaluation. As supported by Ludwig AI, the phrase is correct and usable in written English.

Expression frequency: Rare

Frequent in

News & Media

50%

Science

25%

Formal & Business

25%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "according to my analysis" is a grammatically correct and usable way to introduce conclusions based on a systematic evaluation, which is confirmed by Ludwig AI. The phrase is commonly found in News & Media and Science contexts. It serves to assert the validity and authority of a statement, grounding it in a reasoned assessment. While not overly frequent, it's appropriate for professional and formal communications. When using this phrase, it is important to clearly state the data and methods used for credibility. The best alternatives include phrases that emphasize personal estimation or assessment, such as "in my estimation" or "based on my assessment".

FAQs

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

You can use "according to my analysis" to introduce a conclusion or opinion derived from your examination of specific data or information. For example, "According to my analysis, the company's profits will increase next quarter."

What are some alternatives to "according to my analysis"?

You can use alternatives such as "in my estimation", "based on my assessment", or "from my perspective", depending on the specific nuance you want to convey. Each alternative slightly alters the emphasis of the statement.

Is it better to say "according to my analysis" or "in my opinion"?

The choice depends on the context. "According to my analysis" suggests a conclusion reached through a systematic evaluation of evidence, whereas "in my opinion" implies a more subjective viewpoint. Using "in my opinion" is less formal and may not be suitable in professional contexts.

What is the difference between "according to my analysis" and "based on my research"?

"According to my analysis" suggests a focused examination of specific data, while "based on my research" implies a broader investigation involving multiple sources and methods. The phrase "according to my research" often indicates a more extensive study.

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Source & Trust

95%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: