df1 = pandas.DataFrame(numpy.random.randn(6, 3), columns=["a", "b", "c"])
df2 = pandas.DataFrame(numpy.random.randn(7, 4), columns=["g", "h", "a", "c"])
df2['h'] = pandas.Series(pandas.Categorical(["one", "one", "two", "one", "two", "two", "one"]))
df = pandas.concat((df1, df2))
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