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Convert CSV to HTML Table in Python

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  • Difficulty Level : Expert
  • Last Updated : 01 Jun, 2021

CSV file is a Comma Separated Value file that uses a comma to separate values. It is basically used for exchanging data between different applications. In this, individual rows are separated by a newline. Fields of data in each row are delimited with a comma.
Example : 

Name, Salary, Age, No.of years employed
Akriti, 90000, 20, 1
Shreya, 100000, 21, 2
Priyanka, 25000, 45, 7
Neha, 46000, 25, 4

Note: For more information, refer to Working with csv files in Python

Converting CSV to HTML Table in Python

Method 1 Using pandas: One of the easiest way to convert CSV file to HTML table is using pandas. Type the below code in the command prompt to install pandas.

pip install pandas 

Example: Suppose the CSV file looks like this – 




# Python program to convert
# CSV to HTML Table
import pandas as pd
# to read csv file named "samplee"
a = pd.read_csv("read_file.csv")
# to save as html file
# named as "Table"
# assign it to a
# variable (string)
html_file = a.to_html()



Method 2 Using PrettyTable: PrettyTable is a simple Python library designed to make it quick and easy to represent tabular data in visually appealing ASCII tables. Type the below command to install this module.

pip install PrettyTable

Example: The above CSV file is used.


from prettytable import PrettyTable
# open csv file
a = open("read_file.csv", 'r')
# read the csv file
a = a.readlines()
# Separating the Headers
l1 = a[0]
l1 = l1.split(',')
# headers for table
t = PrettyTable([l1[0], l1[1]])
# Adding the data
for i in range(1, len(a)) :
code = t.get_html_string()
html_file = open('Tablee.html', 'w')
html_file = html_file.write(code)

Output : 



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