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More precisely, sampling can be regarded as reducing the "amount of data" entered into a data analyzing process while dimension reduction can be regarded as "downsizing the whole dataset" because irrelevant dimensions will be discarded before the data analyzing process is carried out.
Surveillance was carried out.
Some demonstrators were carried out.
Some were never carried out.
They were indeed carried out.
carried out the experiments.
carried out the investigations.
are carried out.
I wish them carried out.
Multivariate analysis was carried out.
need to be carried out.
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