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working with mysql database in pandas

AICipher answered on January 27, 2021 Popularity 9/10 Helpfulness 6/10

answer working with mysql database in pandas

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working with mysql database in pandas

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Importing data from a MySQL database into a Pandas data frame including column names:-
import mysql.connector as sql.
import pandas as pd.
db_connection = sql.connect(host='hostname', database='db_name', user='username', password='password')
db_cursor = db_connection.cursor()
db_cursor.execute('SELECT * FROM table_name')

Popularity 9/10 Helpfulness 6/10 Language sql

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Tags: database mysql pandas sql

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Contributed on Jan 27 2021

AICipher

0 Answers Avg Quality 2/10

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# make sure to install mysql_connector library
import mysql.connector
import pandas as pd

def execute_query(sql_query, host='localhost', database='mydatabase', user='root', password='your_password'):
    # Establish a connection to the MySQL database
    conn = mysql.connector.connect(
        host=host,
        database=database,
        user=user,
        password=password
    )
    cursor = conn.cursor() # Create a cursor object to execute SQL queries
    cursor.execute(sql_query) # Execute the SQL query
    rows = cursor.fetchall() # Fetch all rows from the result set
    columns = [column[0] for column in cursor.description] # Get the column names from the cursor description
    df = pd.DataFrame(rows, columns=columns) # Create a DataFrame from the fetched rows and column names
    cursor.close() # Close the cursor 
    conn.close() # Close the database connection
    return df # Return the DataFrame


result = execute_query("SELECT * FROM table_name")
result.head()

Popularity 9/10 Helpfulness 5/10 Language sql

Source: Grepper

Tags: mysql mysq

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Contributed on Feb 11 2024

Innocent Iguana

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working with mysql database in pandas

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