Breaking News: Grepper is joining You.com. Read the official announcement!

function for getting the basic statistic of our Dataframe in one go

DON-PECH answered on June 14, 2022 Popularity 1/10 Helpfulness 1/10

answer function for getting the basic statistic of our Dataframe in one go

function for getting the basic statistic of our Dataframe in one go

Comment

#Creating a function that does all of the above tasks in one go:

def get_basic_stats(dfname):
    print("Shape of dataframe is " + str(dfname.shape))
    print("Below are datatypes of columns in DF")
    print(dfname.dtypes.sort_values())
    print("Below are missing values in each column")
    print(dfname.isna().sum().sort_values())
    print("Below are percentage of the missing values in each column")
    print(dfname.isna().sum().sort_values(ascending=False) / len(dfname))
    print("Below are the number of unique values taken by a column")
    print(dfname.nunique().sort_values())
    print("Below are some records in DF")
    print("Below is distribution of numeric variables")
    print(dfname.describe())
    print(dfname.head())
    
    
get_basic_stats(df) #df here is the dataframe we wants to get it's statistic

Popularity 1/10 Helpfulness 1/10 Language python

Source: Grepper

Tags: basic dataframe function go python

Link to this answer
Share Copy Link

Contributed on Jun 14 2022

DON-PECH

0 Answers Avg Quality 2/10

Continue with Google

By continuing, I agree that I have read and agree to Greppers's Terms of Service and Privacy Policy.

function for getting the basic statistic of our Dataframe in one go

Contents

More Related Answers

function for getting the basic statistic of our Dataframe in one go

Grepper

Documentation

Social

Legal

Contact

Oops, You will need to install Grepper and log-in to perform this action.