I'm attempting to import data (tweets and other twitter text information) into a database using Pandas and MySQL. I received the following error:
166: Warning: (1366, "Incorrect string value: 'xF0x9Fx92x9CxF0x9F...' for column 'text' at row 3")
result = self._query(query)
166: Warning: (1366, "Incorrect string value: 'xF0x9Fx98x8D t...' for column 'text' at row 5")
result = self._query(query)
After a thorough search it seems as if there's something wrong in the way my database columns are set up. I've tried setting the database charset to UTF8 and collating it to utf_unicode_ci but I still receive the same error.
The following is the code that imports the data to the database:
#To create connection and write table into MySQL
engine = create_engine("mysql+pymysql://{user}:{pw}@{lh}/{db}?charset=utf8"
.format(user="user",
pw="pass",
db="blahDB",
lh="bla.com/aald/"))
df.to_sql(con=engine, name='US_tweets', if_exists='replace')
The data I'm importing consist of the following data types: 'int64', 'object' and 'datetime64[ns]'. I found out these data types by printing the data to the console with
print(df['tweett']) >>> returns dtype 'object'
I'd appreciate any help, thanks!
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