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Removed Jules error: _detect_seasonality was still used on Time Series data but not implemented.
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pyautoplot/__init__.py

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@@ -151,7 +151,6 @@ def _generate_analysis(self):
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"Mean": data_column.mean(),
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"Median": data_column.median(),
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"Missing Values": data_column.isnull().sum(),
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"Seasonality": self._detect_seasonality(data_column),
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"Autocorrelation": self._calculate_autocorrelation(data_column),
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}
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analysis[column] = stats
@@ -373,7 +372,7 @@ def plot(self, plot_type, x=None, y=None, **kwargs):
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"""
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Generate a specific type of plot manually.
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Args:
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Parameters:
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plot_type (str): Type of plot to generate. Options include:
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- "scatter": Scatter plot (requires x and y).
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- "distribution": Histogram (requires x).

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