how to choose columns in pandas code example

Example 1: python: select specific columns in a data frame

df = df[["Column_Name1", "Column_Name2"]]

Example 2: python select columns names from dataframe

# Import pandas package  
import pandas as pd  
    
# making data frame  
data = pd.read_csv("nba.csv")  
  
# iterating the columns 
for col in data.columns: 
    print(col)

Example 3: select columns to include in new dataframe in python

new = old[['A', 'C', 'D']].copy()

Example 4: select columns to include in new dataframe in python

new = old.filter(['A','B','D'], axis=1)

Example 5: selecting items in a column of a dataframe

df.loc[df['column_name'] == some_value]