tslumen.profile.stats module¶
Descriptive statistics.
-
tslumen.profile.stats.cov(data: pandas.core.series.Series) → Any[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Coefficient of variation of
data.- Return type
float
-
tslumen.profile.stats.iqr(data: pandas.core.series.Series) → float[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Interquartile range of
data.- Return type
float
-
tslumen.profile.stats.kurtosis(data: pandas.core.series.Series) → float[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Kurtosis of
data.- Return type
float
-
tslumen.profile.stats.mad(data: pandas.core.series.Series) → float[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Median absolute deviation of
data.- Return type
float
-
tslumen.profile.stats.maximum(data: pandas.core.series.Series) → float[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Maximum value in
data.- Return type
float
-
tslumen.profile.stats.mean(data: pandas.core.series.Series) → float[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Arithmetic mean of
data.- Return type
float
-
tslumen.profile.stats.median(data: pandas.core.series.Series) → Any[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Median of
data.- Return type
float
-
tslumen.profile.stats.minimum(data: pandas.core.series.Series) → float[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Minimum value in
data.- Return type
float
-
tslumen.profile.stats.q25(data: pandas.core.series.Series) → Any[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Quantile 0.25 of
data.- Return type
float
-
tslumen.profile.stats.q50(data: pandas.core.series.Series) → Any[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Quantile 0.5 of
data.- Return type
float
-
tslumen.profile.stats.q75(data: pandas.core.series.Series) → Any[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Quantile 0.75 of
data.- Return type
float
-
tslumen.profile.stats.skew(data: pandas.core.series.Series) → float[source]¶ - Parameters
data (pd.Series) – Time series.
- Returns
Sample skewness of
data.- Return type
float