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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
CEO of Professional Science Editing for Scientists @ prosciediting.com
according to segment
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to segment" is not correct and does not convey a clear meaning in written English.
It may be intended to reference a specific segment of data or information, but it lacks context to be usable. Example: "According to segment X of the report, sales have increased significantly this quarter."
⚠ May contain grammatical issues
Science
News & Media
Academia
Alternative expressions(2)
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
6 human-written examples
(B, C) Evolution of segmental contractility after 1 and 2 months according to segment location (MI, border zone or remote area).
Science
The brain is joined by paired connectives to the subesophageal ganglion, which is linked in turn by paired connectives to the three thoracic and eight abdominal ganglia (numbered according to segment).
Encyclopedias
If you want each segment to have just 1 instance of a particular synaptic mechanism, do you plan to adjust synaptic weight according to segment length to reflect the fact that, in a real cell, the number of synapses attached to a particular part of a neurite depends on the length of that piece of neurite?
Academia
Figure 6 Music boundary detection performance according to segment length ( in the figure).
Interestingly, the beneficial effect of CADO on contractile function varied according to segment location, both after 1 month (Figure 2B) and after 2 months (Figure 2C).
Science
(A and B ) NN cryo-EM density for (A ) Kin3 and (B ) Kin1 is shown with their respective docked pseudo-atomic model colour-coded according to segment based cross correlation coefficient (SCCC, see colour key; Pandurangan et al., 2014 ).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
Finally, sequences are annotated according to segments (20 50 amino acids) flanking the EPIYA motifs (segments EPIYA-A, -B, -C, or –D) [20 23], after the identification of the essential CagA phosphorylation sites as confirmed by mutagenesis during infection and transfection [24].
Science
We classified the predicted elements surrounded by ± 30 nt context according to segments of their location.
Science
The modeling is portrayed in text form according to segments for each screen in the Connection Log.
Science
Table 3 represents the average number of statin prescription days filled by participants according to segments and the percentage of patients who completed 120 days of new statin therapy.
Science
The EPIYA segment types were defined according to the segment patterns (Table 2); however the composite amino acids varied slightly within each segment type.
Science
Expert writing Tips
Best practice
Consider replacing the phrase with more precise alternatives like "based on the segment" or "in relation to the segment" for improved readability.
Common error
Avoid using "according to segment" without clearly specifying which segment is being referred to. This lack of specificity can lead to confusion and misinterpretation. Always provide a clear identifier for the segment.
Source & Trust
77%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to segment" acts as a prepositional phrase, introducing information that is sourced or dependent on a particular segment. As Ludwig AI notes, it lacks context and is grammatically questionable without specifying the segment being referenced.
Frequent in
Science
40%
News & Media
30%
Academia
30%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "according to segment" is identified by Ludwig AI as grammatically questionable and lacking sufficient context, especially without specifying the referenced segment. While examples exist across diverse fields like Science, News & Media, and Academia, it's crucial to specify the segment for clarity. Alternatives like "based on the segment" or "in relation to the segment" provide clearer and more grammatically sound options. The phrase's usage is relatively uncommon, and writers should prioritize precision and avoid ambiguity by always defining the specific segment being discussed.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
based on the segment
Replaces "according to" with "based on", focusing on the segment as the foundation for the information.
in relation to the segment
Emphasizes the connection or relationship of the information to the specified segment.
with respect to the segment
Highlights the perspective or viewpoint being considered from the segment.
regarding the segment
Directly addresses what pertains to the segment in question.
in terms of the segment
Focuses on the specific characteristics or qualities of the segment.
as per the segment
This phrase indicates that something is being done or understood in accordance with the segment.
following the segment's guidelines
Highlights the segment's rules or instructions as the guiding principle.
consistent with the segment
Emphasizes that the information aligns or agrees with the segment.
in line with the segment's specifications
Highlights adherence to the segment's defined parameters or requirements.
depending on the segment
Indicates that the outcome or information varies based on the segment being considered.
FAQs
How can I make the phrase "according to segment" grammatically correct?
The phrase "according to segment" is often incomplete. To improve it, specify which segment you're referring to (e.g., "according to segment A") or use a more grammatically sound alternative like "based on the segment" or "in relation to the segment".
What are some alternatives to "according to segment"?
Depending on the context, you can use phrases like "based on the segment", "in relation to the segment", or "with respect to the segment".
Is "according to segment" formal or informal?
The phrase itself doesn't strongly indicate formality. However, given that it's often used in analytical or reporting contexts, a more formal phrasing like "based on the segment" might be preferable in professional settings.
How does the meaning of "according to segment" change with different segments?
The meaning inherently changes based on the content of the specific segment referenced. Always ensure the segment is clearly identified to avoid ambiguity.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
77%
Authority and reliability
2.8/5
Expert rating
Real-world application tested