bigframes.pandas.Series.describe

Series.describe() → Series

Generate descriptive statistics.

Descriptive statistics include those that summarize the central tendency, dispersion and shape of a dataset’s distribution, excluding NaN values.

Note

Percentile values are approximates only.

Note

For numeric data, the result’s index will include count, mean, std, min, max as well as lower, 50 and upper percentiles. By default the lower percentile is 25 and the upper percentile is 75. The 50 percentile is the same as the median.

Examples:

>>> s = bpd.Series(['A', 'A', 'B'])
>>> s
0    A
1    A
2    B
dtype: string

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

Returns:

Summary statistics of the Series.

Return type:

bigframes.pandas.Series