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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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gathered manually

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "gathered manually" is correct and usable in written English.
It can be used when describing a process where data or information is collected by hand rather than through automated means. Example: "The survey results were gathered manually to ensure accuracy and reliability."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

In the current practice, this information is gathered manually prior to the commencement of the patrol through the use of historical databases, current event repositories, and by conducting a review of records that may be relevant to the area to be patrolled.

Some data even has to be gathered manually.

Some of the deal data is collected through automated means, and other data is gathered manually.

News & Media

TechCrunch

Reports are gathered manually and reviewed by experts in a staged process before being sent out via email and stored in an online database.

Substrate, product and disease information was gathered manually from KEGG and UniProtKB/Swiss-Prot. Official names and PubChem [ 81] Compound IDs (CIDs) for compounds with specific chemical structures, or Substance IDs (SIDs) for those without, were recorded for all substrates and products.

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

The information gathered was manually cross-checked using the relevant references given in the publications included.

The list of differentially expressed miRNAs in CS and of those which have been shown to affect CS was gathered and manually curated from the scientific literature [ 82- 86].

Science

Aging

In our work we selected the probabilistic Stanford NLP tools, where the corpus data is gathered and manually annotated and then a model is trained to try to predict annotations depended on words and their contexts through weights.

The information gathered was manually analysed according to a grounded theory model, resulting in allocation of data into one of three domains: post-suicidal reactions, impact on daily living, and families' need for support.

"Until recently, businesses have gathered their information manually -- through surveys, or from discussions between sales reps and customers, or through their business partners," said Sheryl Kingstone, an analyst with the Yankee Group, a technology consulting firm.

News & Media

The New York Times

We contrast these results to assessments using manually gathered data.

Show more...

Expert writing Tips

Best practice

Use "gathered manually" to clearly indicate that data collection or assembly was performed by a person, not an automated system, emphasizing the human effort and potential for detail.

Common error

Avoid phrasing sentences such as "Data was gathered manually" when active voice ("Researchers gathered data manually") provides more clarity and emphasizes the actor.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "gathered manually" functions as an adverbial modifier, specifying how the information or items were collected. Ludwig AI confirms this usage is correct and applicable in various contexts.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

40%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "gathered manually" is a grammatically correct adverbial phrase that indicates a hands-on, non-automated collection process. While Ludwig indicates it is a correct and usable phrase, its usage is relatively rare, appearing primarily in science and news contexts. Alternatives like "collected by hand" may offer similar clarity. When using this phrase, ensure that it adds value by emphasizing the human element in the collection process. Source quality is generally high, further validating the phrase's appropriate usage.

FAQs

What does "gathered manually" mean?

The phrase "gathered manually" means that information or items were collected by a person, without the use of automated systems or tools. This emphasizes a hands-on approach to data collection or assembly.

What are some alternatives to "gathered manually"?

You can use alternatives like "collected by hand", "manually compiled", or "hand-picked" depending on the specific context.

When is it appropriate to use "gathered manually"?

Use "gathered manually" when you want to emphasize that human effort was involved in the collection process, highlighting the potential for accuracy or detail that might be missed by automated systems.

Is "gathered manually" formal or informal language?

"Gathered manually" is suitable for both formal and informal contexts. The choice depends on the overall tone and register of your writing, but the phrase itself is neutral.

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Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: