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Mixed type DataFrame.diff converts to object #1896

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changhiskhan opened this issue Sep 11, 2012 · 0 comments
Closed

Mixed type DataFrame.diff converts to object #1896

changhiskhan opened this issue Sep 11, 2012 · 0 comments
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@changhiskhan
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In [68]: df = DataFrame(np.random.randn(5, 3))

In [69]: df
Out[69]:
          0         1         2
0 -1.102224  0.395433 -0.112327
1 -0.025758  2.810779 -0.823856
2  1.100939  0.741825  1.016203
3  0.452166 -1.914473  1.439475
4  0.030840 -0.690666 -0.346612

In [70]: df.diff().dtypes
Out[70]:
0    float64
1    float64
2    float64

In [71]: df['A'] = np.array([1, 2, 3, 4, 5], dtype=object)

In [72]: df.dtypes
Out[72]:
0    float64
1    float64
2    float64
A     object

In [73]: df.diff().dtypes
Out[73]:
0    object
1    object
2    object
A    object
@wesm wesm closed this as completed in 7526823 Sep 13, 2012
yarikoptic added a commit to neurodebian/pandas that referenced this issue Sep 27, 2012
* commit 'v0.8.1-203-g67121af': (193 commits)
  BUG: DataFrame column formatting issue in length-truncated column close pandas-dev#1906
  BUG: override min/max in DatetimeIndex to function as expected close pandas-dev#1895
  BUG: DataFrame mixed-type arithmetic column-wise, fix DataFrame.diff upcasting->object bug close pandas-dev#1896
  BUG: treat nobs=1 >= min_periods case in rolling_std/variance as 0 trivially. close pandas-dev#1884
  TST: skip to_file test if URLError occurs on some systems
  VB: resolve test name conflict and update make script
  DOC: minor change to build script to help auto build process
  DOC: fixed extlinks in sphinx conf
  TST: oops import in wrong place
  TST: skip test_console_encode if sys.stdin.encoding is None
  TST: unit test for pandas-dev#1902 and default to csv.QUOTE_MINIMAL
  Make it possible to set quoting for to_csv
  ENH: clean up pandas-dev#1691 changes, rls note
  ENH: add more possible bool values to read_csv pandas-dev#1295
  BUG: fix rolling_max/min for small inputs and large windows. Add a check that the min_period <= window size. Fixes pandas-dev#1897.
  Mention Ubuntu for NeuroDebian repository
  BUG: don't clobber color keyword in Series.plot, close pandas-dev#1890
  DOC: add intersphinx mapping for python library, close pandas-dev#1556
  BUG: fix mixed-integer .ix indexing bugs. close#1799
  BUG: unicode sheet name in to_excel pandas-dev#1828
  ...
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