panda dataframe to csv code example

Example 1: code how pandas save csv file

df.to_csv('out.csv')

Example 2: save pandas into csv

df.to_csv(r'Path where you want to store the exported CSV file\File Name.csv', index = False)

Example 3: save dataframe to csv

df.to_csv(file_name, sep='\t')

Example 4: df to csv

>>> df = pd.DataFrame({'name': ['Raphael', 'Donatello'],
...                    'mask': ['red', 'purple'],
...                    'weapon': ['sai', 'bo staff']})
>>> df.to_csv(index=False)

Example 5: convert csv to pandas dataframe

import pandas as pd
df = pd.read_csv("sample_data.csv")

# .csv file format
column1,column2
1,2
3,4
5,6

# pandas dataframe
   column1  column2
0        1        2
1        3        4
2        5        6

Example 6: write to csv pandas

df.to_csv(r'Path where you want to store the exported CSV file\File Name.csv', index = False)
Source:datatofish.com