df = DataFrame(np.random.randn(7,3))
df.ix[:5,1] = NA
# 報錯 AttributeError: 'DataFrame' object has no attribute 'ix'
# 改為
df.iloc[:5,1] = NA
AttributeError: 'DataFrame' object has no attribute 'ix'
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