pandas filter dataframe where condition code example

Example 1: pandas filter rows by value in list

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

Example 2: pandas column filter

filter = df['column']!= 0
df = df[filter]

Example 3: how to apply filters in pandas

# filter rows for year 2002 using  the boolean expression
>gapminder_2002 = gapminder[gapminder.year.eq(2002)]
>print(gapminder_2002.shape)
(142, 6)

Example 4: pandas filter

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