示例#1
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def test_numeric_frequencies():
    test_series = df['col1']
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["frequencies"] == [(3, 3), (2, 3), (4, 1), (1, 1)]
示例#2
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def test_numeric_range():
    test_series = df['col1']
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["range"] == (test_series.max() - test_series.min())
示例#3
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def test_numeric_unique_count():
    test_series = df['col1']
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["unique_count"] == 4
示例#4
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def test_numeric_upperQ():
    test_series = df['col1']
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["75%"] == test_series.quantile(0.75)
示例#5
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def test_numeric_middleQ():
    test_series = df['col1']
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["50%"] == test_series.quantile(0.50)
def test_numeric_mean():
    test_series = df["col1"]
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["mean"] == test_series.mean()
示例#7
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def test_numeric_mean():
    test_series = df['col1']
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["mean"] == test_series.mean()
def test_numeric_mode():
    test_series = df["col1"]
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["mode"] == [3]
def test_numeric_mode_count():
    test_series = df["col1"]
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["mode_frequency"] == 3
示例#10
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def test_numeric_unique_count():
    test_series = df["col1"]
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["unique_count"] == 4
示例#11
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def test_numeric_frequencies():
    test_series = df["col1"]
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["frequencies"] == [(3, 3), (2, 3), (4, 1), (1, 1)]
示例#12
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def test_numeric_range():
    test_series = df["col1"]
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["range"] == (test_series.max() - test_series.min())
示例#13
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def test_numeric_middleQ():
    test_series = df["col1"]
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["50%"] == test_series.quantile(0.50)
示例#14
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def test_numeric_upperQ():
    test_series = df["col1"]
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["75%"] == test_series.quantile(0.75)
示例#15
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def test_numeric_mode():
    test_series = df['col1']
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["mode"] == [3]
示例#16
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def test_numeric_sd():
    test_series = df['col1']
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["std"] == test_series.std()
示例#17
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def test_numeric_mode_count():
    test_series = df['col1']
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["mode_frequency"] == 3
示例#18
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def test_numeric_sd():
    test_series = df["col1"]
    test_analysis = analyze.numericalAnalysis(test_series)
    assert test_analysis["std"] == test_series.std()