Python Pandas 7 examples of filters and lambda apply

Python Pandas 7 examples of filters and lambda apply https://blog.softhints.com/python-pandas-examples-filters-lambda/ Python pandas dataframes * show all * count values in pandas dataframe * count rows of pandas dataframe * filter pandas dataframe * python apply lambda expression on pandas dataframe Example import pandas as pd foo = [{ 'Language': 'Python', 'Percent grow': 56 }, { 'Language': 'Java', 'Percent grow': 34 }, { 'Language': 'C', 'Percent grow': 25 }, { 'Language': 'C++', 'Percent grow': 12 }, { 'Language': 'go', 'Percent grow': 5 }] df = pd.DataFrame(foo, index=pd.RangeIndex(0, len(foo))) print(df) print('--------------') print(df['Language']) print('--------------') print(df['Language'] == 'Java') print('--------------') print(df.loc[df['Language'].isin(['Java','C'])]) print('--------------') mylambda = lambda x: x in ['C', 'C++'] print(df.loc[df['Language'].apply(mylambda)]) print('--------------') print(df.loc[df['Language'].apply(lambda x: x in ['C', 'C++'] )]) --------------------------------------------------------------------------------------------------------------------------------------------------------------- Code store https://bitbucket.org/softhints/ Socials Facebook: https://www.facebook.com/groups/435421910242028/ Facebook: https://www.facebook.com/Softhints/ Twitter: https://twitter.com/SoftwareHints Discord: https://discord.gg/KRqxza If you really find this channel useful and enjoy the content, you're welcome to support me and this channel with a small donation via PayPal. PayPal donation https://www.paypal.me/fantasyan