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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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coded based on

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "coded based on" is correct and usable in written English.
It can be used when describing how something is created or developed according to specific criteria or guidelines. Example: "The software was coded based on the latest industry standards to ensure compatibility."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

45 human-written examples

The individual loan documents were racially coded, based on state motor vehicle records, and then were subjected to a statistical analysis by Debby A. Lindsey, a professor of business at Howard University.

News & Media

The New York Times

Locations on a map (see above) will be color coded based on density.

News & Media

TechCrunch

The responses were coded based on micro (17 categories) and macro (7 categories) coding scales.

Science

System

A computational software has been coded based on the dynamic explicit finite element method.

Use of hands was coded based on Goldin-Meadow and Feldman's (1975) guidelines for gesture identification.

The in-class observations were coded based on BOSS terminology to report active engagement.

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Human-verified similar examples from authoritative sources

Similar Expressions

15 human-written examples

The books were color-coded based on their genre for example, fiction covers were orange, crime was green, or biographies were dark blue.

News & Media

Vice

*Some items reverse-coded based on consistency of the measurement.

Huge woks, fire belching from below, line one whole row and here the workers, their hats color-coded based on skill and experience, prepare meals.

News & Media

TechCrunch

Since 1979, the subway lines have been color-coded based on the avenue they follow in Manhattan.

News & Media

The New York Times

Z-effective images- are colour-coded based on the effective atomic number of tissues (Fig. 2c).

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Expert writing Tips

Best practice

In scientific writing, precisely specify the methodology and standards "coded based on" to support reproducibility and validation.

Common error

Avoid using "coded based on" without clearly stating the underlying criteria or standards. Vague references can confuse readers and undermine the credibility of your analysis. Provide concrete details and examples.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "coded based on" functions as a descriptive element, often modifying a noun or pronoun, to indicate the criteria or methodology used in the coding process. It specifies how something was classified or structured. Ludwig AI confirms its accurate usage across various contexts.

Expression frequency: Common

Frequent in

Science

72%

News & Media

21%

Formal & Business

7%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "coded based on" serves to describe the methodological foundation upon which information is organized or classified. Ludwig AI indicates that the phrase is correct. Common in science, formal and business contexts, it highlights the specific criteria used in the coding process. To ensure clarity, you must specify those criteria. While alternatives exist, "coded based on" provides directness and precision, essential for academic and professional communication. Remembering its function and purpose will lead to using this phrase effectively.

FAQs

How do I use "coded based on" in a sentence?

The phrase "coded based on" is used to describe something that has been classified or structured according to a specific set of rules or criteria. For example, "The data was "coded based on" the themes identified in the interviews".

What are some alternatives to "coded based on"?

You can use alternatives such as "programmed according to", "classified according to", or "designed according to" depending on the context.

Is it better to say "coded according to" or "coded based on"?

Both "coded according to" and ""coded based on"" are grammatically correct and commonly used. The choice depends on stylistic preference, although ""coded based on"" might be slightly more common in certain contexts.

What does it mean when something is "color-coded based on" something else?

When something is "color-coded based on" something else, it means that colors are used to represent different categories or values related to that other thing, making it easier to visually distinguish and understand the data. For example, "The map was "color-coded based on" population density".

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Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: