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"these data includes" is correct and can be used in written English.
You can use it when you are referring to a group of data points that you are including in your discussion. For example, "These data includes the sales figures for the past five years."
Exact(2)
One of the past efforts to leverage these data includes the Construction Material Library (CML) that was created for inferring construction progress by automatically detecting construction materials.
A typical analysis of these data includes determining eQTLs, i.e. regions in the genome for which the genotype across strains associates well with RNA transcript levels.
Similar(58)
These data include test retest, inter-rater, and internal consistency.
These data include important multi-wavelength observations taken during the solar storms in October November 2003.
These data include birth certificates, business licences, liens, convictions and so on.
These data include refuse from commercial, institutional, and industrial as well as residential sources.
These data include neutron cross sections of various plutonium isotopes and other minor actinides.
These data include the local effects of Hurricane Irene in 2011.
Income Segregation Data: These data include all estimates of income segregation both uncorrected and bias-corrected used in the paper.
Some of these data include addresses, watersheds, aerial photography, municipal boundaries, district boundaries, tax map parcels, and road networks.
These data, including a vegetation chronosequence spanning over 500 years, were used to examine channel and landscape dynamics.
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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