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The phrase "dataset was compiled" is correct and usable in written English.
You can use it when you want to explain that data has been collected, organized, and presented in a systematic way. For example, "The researchers compiled a large dataset that was used to measure the effectiveness of the new drug."
Exact(28)
The road dataset was compiled and imported into ArcGIS software to generate a road network dataset.
The dataset was compiled from the NCBI nucleotide database using curation steps designed to exclude incomplete plasmid sequences, and chromosomal sequences misannotated as plasmids.
A dataset was compiled on the diameter growth rates of nearly 1800 trees from a wide range of published and unpublished sources for the middle North Island.
The dataset was compiled by the Climatic Data Center of the National Meteorological Information Center at the China Meteorological Administration.1 The quality of the data was controlled before its release (Zhang et al. 2013).
To achieve these results, a large proxy series dataset was compiled from public databases or collaborations.
The final dataset was compiled into a relational database (2P2IDB) that was used to further analyze the general properties of protein/protein interfaces (PPIs) with a known inhibitor.
Similar(32)
The dataset is compiled by the Disaster Prevention Research Institute (DPRI), Kyoto University.
This method cannot be used in this paper because the ISMU dataset is compiled on the basis of pooled cross-sections.
This dataset is compiled of toxicity data for the unicellular ciliated protozoa Tetrahymena pyriformis (see [38]) and was published in [39].
The dataset is compiled in Supplementary information (Table S1).
The dataset is compiled by Kato et al. [ 13].
More suggestions(19)
information was compiled
file was compiled
dataset was computed
dataset was collected
dataset was assembled
dataset was composed
set was compiled
evidence was compiled
dataset was categorized
dataset was implemented
dataset was completed
figures was compiled
data was compiled
database was compiled
dataset prepared
dataset were established
dataset was established that
dataset is established
dataset was generated
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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