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fixed plot type description in extended summary
Co-authored-by: datapythonista <[email protected]>
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pandas/plotting/_misc.py

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@@ -635,8 +635,8 @@ def autocorrelation_plot(series: Series, ax: Axes | None = None, **kwargs) -> Ax
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This method generates an autocorrelation plot for a given time series,
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which helps to identify any periodic structure or correlation within the
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data across various lags. It shows the correlation of a time series with a delayed
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copy of itself as a function of delay. Autocorrelation plots are useful for
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data across various lags. It shows the correlation of a time series with a
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delayed copy of itself as a function of delay. Autocorrelation plots are useful for
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checking randomness in a data set. If the data are random, the autocorrelations
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should be near zero for any and all time-lag separations. If the data are not
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random, then one or more of the autocorrelations will be significantly

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