Read Excel with data in Hindi in Python Pandas

Question

I am new to Python Pandas and working on a small application where in i want to read my excel file having data in Hindi Language.

Issue I am facing is , pandas is not able to read hindi words and is placing some arbitary '?' symbol.

I have tried adding encoding to utf-8 but that is also not working.

My Excel Data :

Python Code :

df = pd.read_csv("Vegaretable_List.csv", encoding='utf-8')

Output :

['?? ' '??? ' '???? ' '????? ' '????']

Any help will be appreciable. Thanks in advance.

You need to find out the encoding of your input file. It may be something else. You can also use this tool: https://r12a.github.io/app-conversion/ — Amin Baqershahi, Jan 06 '21 at 06:27
you require language converter like codec. https://docs.python.org/3/library/codecs.html refer this link — harshil suthar, Jan 06 '21 at 06:38
Try opening the file and save as `CSV UTF-8 (Comma delimited) (*.csv)` — Trenton McKinney, Jan 06 '21 at 06:42

score 2 · Answer 1 · edited Jan 06 '21 at 06:54

2

The problem shouldn't occur if the file is read in using the same encoding it was created with.

If you get "???", it means the csv or excel file was saved with a different encoding.

Here is a table of the standard encodings.

Also, you could open your file in an appropriate program, and save it with UTF-8, in order to read with your code.

edited Jan 06 '21 at 06:54

Trenton McKinney

answered Jan 06 '21 at 06:37

Alfredo Maussa

score 0 · Answer 2 · edited Sep 09 '21 at 08:20

0

Do not create csv file, instead use excel file in .xlsx format. Python will read the hindi text. I did this and it worked.

dataset = pd.read_excel("Data.xlsx")

Here the Data.xlsx contains all the hindi text that you gave.

Best of luck

edited Sep 09 '21 at 08:20

Flair

answered Sep 08 '21 at 06:49

Siddharth Gupta

Klein -_0 · Answer 3 · 2021-01-06T06:38:43.707

Assuming that your Excel/CSV file has a content similar to this:

मिशल
बहादुर
मेरी
जेन
जॉन
स्मिथ

The encoding type is correct. It's just that you have to iterate through the data to get it back.

For .CSV

import csv

with open('customers.csv', 'r', encoding='utf-8') as file:
    data = csv.reader(file)
    for row in data:
        print(row)

For .XLSX

with open('customers.xlsx', 'r', encoding='utf-8') as file:
    data = file.readlines()
    for row in data:
        print(row.strip())

3 Answers3