Used and loved by millions
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
CEO of Professional Science Editing for Scientists @ prosciediting.com
by my data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "by my data" is correct and usable in written English.
It can be used when referring to information or statistics that you have collected or analyzed. Example: "By my data, the sales have increased by 20% this quarter compared to last."
✓ Grammatically correct
News & Media
Science
Alternative expressions(3)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
2 human-written examples
I committed to using the app five times a day for two weeks and was surprised by my data charts.
News & Media
Approximate counting, the discrimination of 1 vs 2, 2 vs 3, 2 vs 4 is supported by my data, but since the number effect is limited to 3 (or 4) it is not possible to test a characteristic property of approximate counting namely that it follows Weber's law (equal ratios are discriminated equally, [53]).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Using this data created by my open data GDELT Project and a single line of SQL with Google's BigQuery platform, visualized through Carto's mapping platform, we can create a map of the geography of each television station over the entire period the Internet Archive has monitored it.
News & Media
"By sharing my data and code everyone benefits," he said.
News & Media
As Colorlines noted, the lead researcher, Colin Holbrook of the UCLA Anthropology Department, said that he felt "disgusted by my own data".
News & Media
And a third example, which was actually the biggest surprise for me: In my data, by the time start-ups raise the third round of financing, 52 percent of founder C.E.O.'s have been replaced.
News & Media
The low point in my morale was when a referee (anonymous, as usual) accused me of falsifying my data by showing the same figure twice at different magnifications.
Science & Research
As a user I interacted only with Google, and there are implicit and explicit promised by Google to protect my data.
News & Media
Id my data protected by standard encryption?
News & Media
Id my data protected by standard encryption?" "Encryption works.
News & Media
The PogoPlug solves that problem by allowing me to store my data on my physical hardware, and access it from anywhere using either a web-based interface, a WebDAV system that makes the PogoPlug look like a locally connected drive on my computer, or via a mobile phone.
News & Media
Expert writing Tips
Best practice
When using "by my data", ensure that the data collection and analysis methods are sound and transparent. Clearly state the source and any limitations of the data to maintain credibility.
Common error
Avoid making overly definitive claims based solely on your data, especially if the sample size is small or the data is limited. Acknowledge uncertainty and potential biases.
Source & Trust
89%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "by my data" functions as a prepositional phrase modifying a statement, indicating the basis for a conclusion or assertion. It signifies that the speaker's own data or analysis is the source of the information being presented. As Ludwig states, the phrase is correct and usable.
Frequent in
News & Media
50%
Science
50%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "by my data" is a grammatically correct and acceptable way to indicate that a statement is based on personal analysis of data. Ludwig AI confirms its usability. It's most frequently encountered in news and scientific contexts. While alternatives like "according to my data" might be more formal, "by my data" offers a concise way to establish the evidentiary basis for a claim. When using this phrase, ensure transparency about your data sources and methods to enhance credibility and avoid overstating conclusions.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to my data
This alternative explicitly states that the following information is based on the speaker's own data analysis.
based on my data
This phrase emphasizes that the conclusions or statements are founded upon the speaker's data.
in my analysis of the data
This alternative highlights the act of analyzing the data and presenting the results.
from my data set
This phrase specifies the source of the data as a structured collection.
my data indicates
This emphasizes that the data provides a suggestion or points toward a conclusion.
the data I collected shows
This alternative highlights both the collection and the demonstration of the data.
my interpretation of the data
This focuses on the subjective understanding and rendering of the data's meaning.
using my own data
This specifies that the data used is proprietary or personally gathered.
my research data suggests
This frames the data within a research context, implying a more systematic inquiry.
my figures suggest
A more concise way of indicating personal data and its implications.
FAQs
How can I use "by my data" in a sentence?
You can use "by my data" to introduce a conclusion or observation derived from your own analysis of information. For example, "By my data, the customer satisfaction rate has significantly increased this quarter."
What phrases are similar to "by my data"?
Alternatives include "according to my data", "based on my data", or "in my analysis of the data". Choose the phrase that best fits the context and emphasizes the source of your information.
Is it more formal to say "according to my data" than "by my data"?
While both phrases are acceptable, "according to my data" may sound slightly more formal, particularly in academic or professional contexts. The choice often depends on the overall tone and style of your writing or speech.
Can I use "by my data" in scientific writing?
Yes, but ensure you provide sufficient detail about your methodology and data sources. It's crucial to maintain transparency and avoid overstating the reliability of your findings. More formal phrasing like "based on the data collected" may be preferred.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
89%
Authority and reliability
4.1/5
Expert rating
Real-world application tested