python dataframe filter rows code example
Example 1: filter dataframe with list
df[df['Your_Column'].isin([3, 6])]
Example 2: filter data in a dataframe python on a if condition of a value
python by Testy Toucan
on May 22 2020 Donate
Comment
df_filtered = df.loc[df['column'] == value]
Example 3: pandas column filter
filter = df['column']!= 0
df = df[filter]
Example 4: how to apply filters in pandas
>gapminder_2002 = gapminder[gapminder.year.eq(2002)]
>print(gapminder_2002.shape)
(142, 6)
Example 5: pandas filter
>continents = ['Asia','Africa', 'Americas', 'Europe']
>gapminder_Ocean = gapminder[~gapminder.continent.isin(continents)]
>gapminder_Ocean.shape
(24,6)
Example 6: pandas filter
years = [1952, 2007]
gapminder.year.isin(years)