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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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as positive data

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "as positive data" is correct and usable in written English.
It can be used in contexts where you are referring to data that is considered beneficial or favorable in a particular analysis or discussion. Example: "The results of the survey were analyzed, and we found several trends that can be interpreted as positive data for our marketing strategy."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

17 human-written examples

The stock market rose for a fourth straight day on Thursday, sending the Dow Jones industrial average and the Standard & Poor's 500-stock index to new milestones as positive data on the labor market and an encouraging retail outlook eased recent concerns about economic growth.

News & Media

The New York Times

Therefore, Homo sapiens and Gorilla gorilla were used as positive data to create models with negative data coming from species from the Pisces class or Nematoda genus (Tables 2 and 3).

For example, when set EC50 ≤ 1 as positive data and EC50 > 1 as negative data, the ratio (positive/negative) of training set, testing set and external validation set were all close to 1 (Additional file 5: Table S4).

To train machine learning models, negative data is of importance yet hard to come by; therefore, we recently started to employ pre-miRNAs from one species as positive data versus another species' pre-miRNAs as negative examples based on sequence motifs and k-mers.

Intergenic distances between the genes in the former gene pairs were taken as positive data set, whereas those in the latter were taken as the negative data set.

Science

Plosone

As previously described [24], [28] [31], we regarded the cysteine (C) residues that undergo S-nitrosylation modification as positive data, while all other non-nitrosylated cysteines were taken as negative data.

Science

Plosone
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Human-verified similar examples from authoritative sources

Similar Expressions

42 human-written examples

Economists have been revising up their gloomy predictions for the UK economy in recent days as news as more positive data rolls in.

By using both DS and common homologs as the positive data and non-homologs as the negative data, such as the experiments described in Fig. 2a and Fig. 2d, the abilities of various methods and measures to serve as a general detector for all types of structural homologs were compared.

Science

Plosone

In the training stages, we adopted the training data of the current processing expression as positive sample data, and data from other expressions as negative data.

When only DS-related homologs were used as the positive data while non-homologous proteins were the negative data, their classification performances were good as well (all MCCs = 0.90 <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0013361.e001.PNG" class= inline-graphic"/> 0.03 and all average sensitivities ≥0.89; see Fig. 2e).

Science

Plosone

From the collected data, lysine acetylated sites were used as the positive data of training set, while nonacetylated lysines were used as the negative data of training set, respectively.

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Expert writing Tips

Best practice

When using "as positive data", ensure it clearly indicates data supporting a hypothesis, claim, or improvement, especially in scientific or analytical contexts.

Common error

Avoid using "as positive data" when the data only shows a correlation without a clear causal relationship or when the data's positivity is subjective and not supported by objective measures.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

83%

Authority and reliability

4.4/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "as positive data" functions as an adverbial phrase modifying a verb, often used to qualify how information supports a claim or observation. It's similar to how Ludwig shows data being considered beneficial or encouraging in a particular context.

Expression frequency: Common

Frequent in

Science

75%

News & Media

20%

Formal & Business

5%

Less common in

Ludwig's WRAP-UP

The phrase "as positive data" is deemed grammatically correct by Ludwig AI and is used to indicate information that supports a claim, hypothesis, or improvement. Predominantly found in scientific and news contexts, it's crucial to ensure this label is applied objectively to data that demonstrably supports a conclusion. Alternatives like "as encouraging data" or "as favorable data" can be used depending on the nuanced meaning intended. Using "as positive data" effectively requires understanding its role in validating and reinforcing arguments, ensuring its application is accurate and justified.

FAQs

How can I use "as positive data" in a sentence?

You can use "as positive data" to indicate that certain information supports a claim or theory. For example: "The increasing sales figures can be interpreted "as positive data" for the effectiveness of the new marketing campaign."

What are some alternatives to the phrase "as positive data"?

Depending on the context, alternatives include "as encouraging data", "as favorable data", or "as supportive data".

In what contexts is it appropriate to use the phrase "as positive data"?

This phrase is suitable in contexts where you are discussing research findings, statistical analyses, or any situation where data is being evaluated for its beneficial or supportive qualities. It's often found in scientific and business reports.

What is the difference between "as positive data" and "positive results"?

"As positive data" typically refers to data points or sets of information that collectively support a particular conclusion or outcome. "Positive results", on the other hand, usually refer to the outcome itself being favorable or successful.

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Source & Trust

83%

Authority and reliability

4.4/5

Expert rating

Real-world application tested

Most frequent sentences: