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This can also be expressed using .iloc, by explicitly getting locations on the indexers, and using positional indexing to select things. A random selection of rows or columns from a Series or DataFrame with the sample() method. See also the section on reindexing. However, this would still raise if your resulting index is duplicated. You can use callable indexing in Series. Generally, you can intersect the desired labels with the current axis, and then reindex.
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