Python CSV write to file unreadable in Excel (Chinese characters)

Question

I am trying to performing text analysis on Chinese texts. The program is provided below. I got the result with unreadable characters such as 浜烘皯鏃ユ姤绀捐. And if I change the output file result.csv to result.txt, the characters are correct as 人民日报社论. So what’s wrong with this? I can not figure out. I tried several ways including add decoder and encoder.

    # -*- coding: utf-8 -*-
    import os
    import glob
    import jieba
    import jieba.analyse
    import csv
    import codecs  

    segList = []
    raw_data_path = 'monthly_raw_data/'
    file_name = ["201010", "201011", "201012", "201101", "201103", "201105", "201107", "201109", "201110", "201111", "201112", "201201", "201202", "201203", "201205", "201206", "201208", "201210", "201211"]

    jieba.load_userdict("customized_dict.txt")

    for name in file_name:
        all_text = ""
        multi_line_text = ""
        with open(raw_data_path + name + ".txt", "r") as file:
            for line in file:
                if line != 'n':
                    multi_line_text += line
            templist = multi_line_text.split('n')
            for text in templist:
                all_text += text
            seg_list = jieba.cut(all_text,cut_all=False)
            temp_text = []
            for item in seg_list:
                temp_text.append(item.encode('utf-8'))

            stop_list = []
            with open("stopwords.txt", "r") as stoplistfile:
                for item in stoplistfile:
                    stop_list.append(item.rstrip('rn'))

            text_without_stopwords = []
            for word in temp_text:
                if word not in stop_list:
                    text_without_stopwords.append(word)

            segList.append(text_without_stopwords)


    with open("results/result.csv", 'wb') as f:
        writer = csv.writer(f)
        writer.writerows(segList)

Asked By: flyingmouse

||

Source

Answer 1

For UTF-8 encoding, Excel requires a BOM (byte order mark) codepoint written at the start of the file or it will assume an ANSI encoding, which is locale-dependent. U+FEFF is the Unicode BOM. Here’s an example that will open in Excel correctly:

#!python2
#coding:utf8
import csv

data = [[u'American', u'美国人'],
        [u'Chinese', u'中国人']]

with open('results.csv','wb') as f:
    f.write(u'ufeff'.encode('utf8'))
    w = csv.writer(f)
    for row in data:
        w.writerow([item.encode('utf8') for item in row])

Python 3 makes this easier. Use 'w', newline='', encoding='utf-8-sig' parameters instead of 'wb' which will accept Unicode strings directly and automatically write a BOM:

#!python3
#coding:utf8
import csv

data = [['American', '美国人'],
        ['Chinese', '中国人']]

with open('results.csv', 'w', newline='', encoding='utf-8-sig') as f:
    w = csv.writer(f)
    w.writerows(data)

There is also a 3rd–party unicodecsv module that makes Python 2 easier to use as well:

#!python2
#coding:utf8
import unicodecsv

data = [[u'American', u'美国人'],
        [u'Chinese', u'中国人']]

with open('results.csv', 'wb') as f:
    w = unicodecsv.writer(f ,encoding='utf-8-sig')
    w.writerows(data)

Answered By: Mark Tolonen

Answer 2

Here is another way kinda tricky:

#!python2
#coding:utf8
import csv

data = [[u'American',u'美国人'],
        [u'Chinese',u'中国人']]

with open('results.csv','wb') as f:
    f.write(u'ufeff'.encode('utf8'))
    w = csv.writer(f)
    for row in data:
        w.writerow([item.encode('utf8') for item in row])

This code block generate csv file encoded utf-8 .

open file with notepad++ (or other Editor with encode feature)
Encoding -> convert to ANSI
save

Open file with Excel, it’s OK.

Answered By: masonshu

Python CSV write to file unreadable in Excel (Chinese characters)

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