- Series.describe() Series #
Generate descriptive statistics that summarize the central tendency, dispersion and shape of a dataset’s distribution, excluding NaN values.
Analyzes both numeric and object series, as well as DataFrame column sets of mixed data types. The output will vary depending on what is provided. Refer to the notes below for more detail.
TODO - add additional arguments (current only numeric values supported)
>>> df = ed.DataFrame('http://localhost:9200', 'flights') # ignoring percentiles as they don't generate consistent results >>> df.AvgTicketPrice.describe() count 13059.000000 mean 628.253689 std 266.386661 min 100.020531 ... ... ... max 1199.729004 Name: AvgTicketPrice, dtype: float64