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A few minor issues with the tutorial #171

@cboettig

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@cboettig

Just noticed these, thought I'd make a record.

In beginning example, cat mydata.csv should be cat sample.csv I think.

Almost all examples seem to use subsetting with square brackets (t["letter"]) rather than subsetting with the values method, t.values("letter"). Maybe that's fine but my understanding was that the course was intending to emphasize teaching the latter, at least to start?

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