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Showing content from https://github.com/pandas-dev/pandas/issues/5357 below:

Poor error message passing iterator to DataFrame constructor. · Issue #5357 · pandas-dev/pandas · GitHub

E.g.:

from itertools import izip
df = DataFrame(izip(range(3), range(-3, 1), list('abc')), columns=list('abc'))
---------------------------------------------------------------------------
PandasError                               Traceback (most recent call last)
<ipython-input-3-15234514160e> in <module>()
      1 from itertools import izip
      2
----> 3 df = DataFrame(izip(range(3), range(-3, 1), list('abc')), columns=list('abc'))

../pandas/core/frame.pyc in __init__(self, data, index, columns, dtype, copy)
    270                                          copy=False)
    271             else:
--> 272                 raise PandasError('DataFrame constructor not properly called!')
    273
    274         NDFrame.__init__(self, mgr, fastpath=True)

PandasError: DataFrame constructor not properly called!

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