pandas choose columns by name code example

Example 1: pandas iloc select certain columns

dataframe.iloc[:,[1,2]]

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 pandas

df1 = df.iloc[:,0:2] # Remember that Python does not slice inclusive of the ending index.

Example 4: python pandas return column name of a specific column

# Basic syntax:
list(df.columns)[column_number]
# This returns the column name of the column of interest