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CEO of Professional Science Editing for Scientists @ prosciediting.com

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datasets up to

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "datasets up to" is correct and usable in written English.
It can be used to refer to datasets that are current or relevant until a certain point in time. Example: "The analysis includes datasets up to the year 2022, ensuring that the findings reflect the most recent trends."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

17 human-written examples

We also demonstrate out-of-core reconstruction for large-scale datasets, up to 10243-voxel volume.

While most of the studies report smaller datasets (typically <50 eyes), some of the recent multicenter studies have reported large datasets (up to 300 eyes).

To analyze the quality of their proposed approach, the authors run the experiments over three datasets up to 6 million instances from the UCI repository [57].

The numerical tests on seven real datasets (up to 5,000 dimensions and 389 classes) show that our proposal has very high accuracy and outperforms state-of-the-art algorithms.

We extended the comparison among the three GPS-RO datasets up to 30-km altitude considering the top height of WO used in rishfsi2013 is 30 km (figure is not shown).

Skyline plot analyses of larger datasets (up to 200 HVRI+II sequences) gave the same results as the 81 sequence datasets (data not shown).

Science

Plosone
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Human-verified similar examples from authoritative sources

Similar Expressions

43 human-written examples

However, this study is the first to use the extended dataset up to the year 2012 to derive long-term trends in foF2 (we assume the trend is a long-term linear change in foF2 over the period between 1957 and 2012).

Additionally, we conducted the same bootstrap analysis for subsets of the planetary dataset up to the end of the years 2001 2010 (prior to this, there is not enough data to yield robust estimates).

Science

Plosone

In our dataset, up to 44% of all CTLP chromosomes involved telomere regions.

It was designed for processing large input dataset up to 50 Mb.

For dataset up to several thousand connections, clustering is usually fast (several minutes or less) – however for larger sets, clustering may require considerable time or memory.

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Expert writing Tips

Best practice

When specifying a data range, ensure that the upper limit is clearly defined and relevant to your analysis. For example, use "datasets up to December 2024" instead of just "recent datasets".

Common error

Avoid using vague temporal references like "current datasets" without a specific endpoint. This can lead to confusion about the scope of your data. Always define "up to" when detailing the upper limit of data collection periods.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "datasets up to" functions as a prepositional phrase that modifies a noun, specifying a boundary or limit. As noted by Ludwig, the phrase is valid and usable in written English. Examples show it defining temporal or quantitative limits of the data.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, the phrase "datasets up to" is a grammatically correct and commonly used prepositional phrase, primarily in formal and scientific contexts, to define the scope of data inclusion. Ludwig AI confirms the validity of this phrase. While alternatives exist, "datasets up to" clearly specifies the temporal or quantitative boundaries. Best practices include precise definition of the upper limit to avoid ambiguity. The phrase appears frequently in sources such as ScienceDirect, Plosone, and Springer, solidifying its place in academic and scientific writing.

FAQs

How can I use "datasets up to" in a sentence?

You can use "datasets up to" to specify the temporal or quantitative boundary of the data you're referencing. For example, "The study analyzed datasets up to the year 2022" indicates that the analysis included all available data until that point.

What's the difference between "datasets up to" and "datasets until"?

While both phrases indicate a limit, "datasets up to" is more common and generally implies inclusion of the endpoint, while "datasets until" may suggest exclusion. However, the difference is subtle and context-dependent. For better clarity consider using "data extending to".

What are some alternatives to using "datasets up to"?

Depending on the context, you can use alternatives such as "data extending to", "datasets encompassing", or "data ranging up to".

Is it grammatically correct to say "datasets up to"?

Yes, the phrase "datasets up to" is grammatically correct and commonly used, especially in academic and scientific writing, to define the boundaries of a dataset. Ludwig AI confirms this.

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Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: