UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe1 in position 8: invalid continuation byte code example
Example 1: 'utf-8' codec can't decode byte 0x85 in position 715: invalid start byte
import pandas as pd
data = pd.read_csv(filename, encoding= 'unicode_escape')
Example 2: UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe9 in position 2892: invalid continuation byte
As suggested by Mark Ransom, I found the right encoding for that problem.
The encoding was "ISO-8859-1", so replacing
open("u.item", encoding="utf-8")
with
open('u.item', encoding = "ISO-8859-1")
will solve the problem.