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pv8473h12Mateusz Górski
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Mateusz Górski
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GH:11670: possible bug when calculating mean of DataFrame? (pandas-dev#29369)
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pandas/tests/frame/test_analytics.py

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@@ -1,4 +1,5 @@
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from datetime import timedelta
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from decimal import Decimal
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import operator
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from string import ascii_lowercase
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import warnings
@@ -1075,6 +1076,29 @@ def test_mean_excludeds_datetimes(self, tz):
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expected = pd.Series()
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tm.assert_series_equal(result, expected)
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def test_mean_mixed_string_decimal(self):
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# GH 11670
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# possible bug when calculating mean of DataFrame?
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d = [
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{"A": 2, "B": None, "C": Decimal("628.00")},
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{"A": 1, "B": None, "C": Decimal("383.00")},
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{"A": 3, "B": None, "C": Decimal("651.00")},
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{"A": 2, "B": None, "C": Decimal("575.00")},
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{"A": 4, "B": None, "C": Decimal("1114.00")},
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{"A": 1, "B": "TEST", "C": Decimal("241.00")},
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{"A": 2, "B": None, "C": Decimal("572.00")},
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{"A": 4, "B": None, "C": Decimal("609.00")},
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{"A": 3, "B": None, "C": Decimal("820.00")},
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{"A": 5, "B": None, "C": Decimal("1223.00")},
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]
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df = pd.DataFrame(d)
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result = df.mean()
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expected = pd.Series([2.7, 681.6], index=["A", "C"])
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tm.assert_series_equal(result, expected)
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def test_var_std(self, datetime_frame):
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result = datetime_frame.std(ddof=4)
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expected = datetime_frame.apply(lambda x: x.std(ddof=4))

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