Assume you have a sqlite3 database with student records and the result for reading all the data is,
Id Name 0 1 stud1 1 2 stud2 2 3 stud3 3 4 stud4 4 5 stud5
Solution
To solve this, we will follow the steps given below −
Define a new connection. It is shown below,
con = sqlite3.connect("db.sqlite3")
Read sql data from the database using below function,
pd.read_sql_query()
Select all student data from table using read_sql_query with connection,
pd.read_sql_query("SELECT * FROM student", con)
Example
Let us see the complete implementation to get a better understanding −
import pandas as pd import sqlite3 con = sqlite3.connect("db.sqlite3") df = pd.read_sql_query("SELECT * FROM student", con) print(df)
Output
Id Name 0 1 stud1 1 2 stud2 2 3 stud3 3 4 stud4 4 5 stud5