filter out rows in dataframe python code example

Example 1: filter data in a dataframe python on a if condition of a value python by Testy Toucan on May 22 2020 Donate Comment

# filter rows in a dataframe by a condition on a column

df_filtered = df.loc[df['column'] == value]

Example 2: pandas filter rows by value in list

df.loc[df['col name'].isin(ls_conditions)]

Example 3: pandas filter

>continents = ['Asia','Africa', 'Americas', 'Europe']
>gapminder_Ocean = gapminder[~gapminder.continent.isin(continents)]
>gapminder_Ocean.shape 
(24,6)

Example 4: pandas filter

#To select rows whose column value is in list 
years = [1952, 2007]
gapminder.year.isin(years)