I am not getting error here:
def sentiment_analysis(data):
for c in ['?','●','.',',','|','>','<','(',')']:
if c in data:
data=data.replace(c,'')
data_list = data.split()
# printing the data
print(data_list,'\n')
path = 'C:\\Users\\p12m9\\Documents\\Python Coding\\Data Science Projects\\Job Assignment\\Job 2 (Web Crawling)\\StopWords'
os.chdir(path)
for files in os.listdir():
if files.endswith(".txt"):
file_path = f"{path}\{files}"
with open(file_path, 'r') as f:
stop_words = f.read()
c = ['?','●','.',',','|','>','<','(',')']
stop_word_list = [i for i in stop_words if i not in c]
data_list = [x.upper() for x in data_list]
data_list = [i for i in data_list if i not in stop_words]
data_list = [x.lower() for x in data_list]
data_list = [i for i in data_list if i not in stop_words]
# printing the data
print(data_list,'\n')
with open('C:\\Users\\p12m9\\Documents\\Python Coding\\Data Science Projects\\Job Assignment\\Job 2 (Web Crawling)\\MasterDictionary\\positive-words.txt')as f:
plist = f.read().splitlines()
with open('C:\\Users\\p12m9\\Documents\\Python Coding\\Data Science Projects\\Job Assignment\\Job 2 (Web Crawling)\\MasterDictionary\\negative-words.txt')as f:
nlist = f.read().splitlines()
pscore = 0
nscore = 0
for w in data_list:
if w in plist:
pscore = pscore + 1
elif w in nlist:
nscore = nscore + 1
else:
pass
polarity_score = (pscore - nscore) / ((pscore + nscore) + 0.000001)
s_score = (pscore + nscore)/ ((len(data_list)) + 0.000001)
print('Positive Score is',pscore,'\n','Negative Score is',nscore,'\n','Polarity Score is',polarity_score,'\n','Subjectivity Score is', s_score,'\n')
But I am getting error here def words_list(data):
for c in ['?','●','.',',','|','>','<','(',')']:
if c in data:
data=data.replace(c,'')
data_list = data.split()
path = 'C:\\Users\\p12m9\\Documents\\Python Coding\\Data Science Projects\\Job Assignment\\Job 2 (Web Crawling)\\StopWords'
os.chdir(path)
for files in os.listdir():
if files.endswith(".txt"):
file_path = f"{path}\\{files}"
with open(file_path, 'r') as f:
stop_words = f.read()
c = ['?','●','.',',','|','>','<','(',')']
stop_word_list = [i for i in stop_words if i not in c]
data_list = [x.upper() for x in data_list]
data_list = [i for i in data_list if i not in stop_words]
data_list = [x.lower() for x in data_list]
data_list = [i for i in data_list if i not in stop_words]
return data_list
This is the error
Traceback (most recent call last): File "C:\Users\p12m9\Documents\Python Coding\Data Science Projects\Job Assignment\Job 2 (Web Crawling)\Code with Files\code3.py", line 159, in word = words_list(data) File "C:\Users\p12m9\Documents\Python Coding\Data Science Projects\Job Assignment\Job 2 (Web Crawling)\Code with Files\code3.py", line 27, in words_list data_list = [x.upper() for x in data_list] UnboundLocalError: local variable 'data_list' referenced before assignment