Resampling#
pandas.api.typing.Resampler
instances are returned by
resample calls: pandas.DataFrame.resample()
, pandas.Series.resample()
.
Indexing, iteration#
Groupby iterator. |
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Dict {group name -> group labels}. |
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Dict {group name -> group indices}. |
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Construct DataFrame from group with provided name. |
Function application#
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Aggregate using one or more operations over the specified axis. |
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Aggregate using one or more operations over the specified axis. |
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Call function producing a like-indexed Series on each group. |
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Apply a |
Upsampling#
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Forward fill the values. |
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Backward fill the new missing values in the resampled data. |
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Resample by using the nearest value. |
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Fill missing values introduced by upsampling. |
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Return the values at the new freq, essentially a reindex. |
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Interpolate values between target timestamps according to different methods. |
Computations / descriptive stats#
Compute count of group, excluding missing values. |
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Return number of unique elements in the group. |
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Compute the first entry of each column within each group. |
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Compute the last entry of each column within each group. |
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Compute max value of group. |
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Compute mean of groups, excluding missing values. |
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Compute median of groups, excluding missing values. |
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Compute min value of group. |
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Compute open, high, low and close values of a group, excluding missing values. |
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Compute prod of group values. |
Compute group sizes. |
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Compute standard error of the mean of groups, excluding missing values. |
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Compute standard deviation of groups, excluding missing values. |
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Compute sum of group values. |
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Compute variance of groups, excluding missing values. |
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Return value at the given quantile. |