sqlite3 OperationalError: near "m": syntax error

Question

import pandas as pd
import sqlite3
df = pd.read_csv('liked_songs.csv')
!sqlite3 spotify.db < spotify.sql
connection = sqlite3.connect('spotify.db')
df.columns = df.columns.str.replace(' ','_')
cursor = connection.cursor()
for index in df.index:
 sr = df.iloc[index]
 cursor = cursor.execute(f"""INSERT INTO spotify (SpotifyID, ArtistID, Track_Name, 
 Album_Name, Artist_Name, Release_Date, Duration,Popularity, Genres)
 VALUES ('{sr.SpotifyID}', '{sr.Artist_ID}', '{sr.Track_Name}', 
 '{sr.Album_Name}', '{sr.Artist_Name}', '{sr.Release_Date}',
 '{sr.Duration}', '{sr.Popularity}', '{sr.Genres}')""")

I'm using pandas to import a .csv file and sqlite3 to enter data into a database made from a SQL script.Image of SQL script

• snakecharmerb: Probably one of the values contains an embedded quote. This is why you should always use parameter subtitution when passing values to cursor.execute.

Answer 1

You can directly use to_sql:

import pandas as pd
import sqlite3
df = pd.read_csv('liked_songs.csv')
connection = sqlite3.connect('spotify.db')
df.columns = df.columns.str.replace(' ','_')
df.to_sql('spotify', connection, if_exists='replace', index=None)