how to filter columns by name in pandas code example
Example 1: pandas filter dataframe
In [96]: df
Out[96]:
A B C D
a 1 4 9 1
b 4 5 0 2
c 5 5 1 0
d 1 3 9 6
In [99]: df[(df.A == 1) & (df.D == 6)]
Out[99]:
A B C D
d 1 3 9 6
Example 2: pandas column filter
filter = df['column']!= 0
df = df[filter]
Example 3: pandas filter
df[(df['year'] > 2012) & (df['reports'] < 30)]
Example 4: pandas filter
#To select rows whose column value is in list
years = [1952, 2007]
gapminder.year.isin(years)