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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
datasets up to
Grammar usage guide and real-world examplesUSAGE 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
Alternative expressions(20)
updates up to
coordinates up to
results covering
data up to
dates up to
accomplishments up to
measures up to
classifications up to
determinations up to
measurements up to
insights until
statistics ending
information until
databases up to
communications up to
data limited to
results up to
circumstances up to
instructions up to
records through
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
17 human-written examples
We also demonstrate out-of-core reconstruction for large-scale datasets, up to 10243-voxel volume.
Science
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).
Science
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
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).
Science
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
In our dataset, up to 44% of all CTLP chromosomes involved telomere regions.
Science
It was designed for processing large input dataset up to 50 Mb.
Science
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.
Science
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.
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.
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.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
data extending to
This alternative emphasizes the reach of the data to a certain limit.
datasets encompassing
Highlights the inclusion of data within a defined scope.
data ranging up to
Focuses on the range or span of the datasets.
datasets concluding with
Indicates a specific end point for the data included.
data limited to
Emphasizes a restriction on the scope of the data.
datasets spanning to
Indicates the breadth of the datasets over a certain limit.
data concluding in
Signifies the final inclusion point in a dataset's scope.
datasets reaching
Focuses on the maximum extent or limit of the data.
data covering until
Specifies a temporal boundary for the data's relevance.
datasets going as far as
This alternative means data that can reach until
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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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested