bigframes.pandas.Series.describe#

Series.describe()→Series[source]#

Generate descriptive statistics.

Descriptive statistics include those that summarize the centraltendency, dispersion and shape of adataset’s distribution, excludingNaN values.

Note

Percentile values are approximates only.

Note

For numeric data, the result’s index will includecount,mean,std,min,max as well as lower,50 andupper percentiles. By default the lower percentile is25 and theupper percentile is75. The50 percentile is thesame as the median.

Examples:

>>>s=bpd.Series(['A','A','B'])>>>s0    A1    A2    Bdtype: string

>>>s.describe()count      3nunique    2Name: 0, dtype: Int64

Returns:

Summary statistics of the Series.

Return type:

bigframes.pandas.Series