How Can I Retrieve SQL Query Results as a Pandas DataFrame?

Retrieving SQL Query Results as Pandas Data Structure

To retrieve the results of an SQL query into a Pandas data structure, follow these steps:

1. Establish a Connection

Use sqlalchemy.create_engine() to connect to the database and create an engine object.

2. Execute the Query

Use connection.execute() to execute the SQL query and store the results in a variable.

3. Convert to Pandas DataFrame

a. Fetch all rows from the query result using resoverall.fetchall().
b. Create a Pandas DataFrame by passing the result to pandas.DataFrame.
c. Set the DataFrame column names using resoverall.keys().

Example Code:

import pandas as pd
from sqlalchemy import create_engine

engine = create_engine('mysql://DATABASE_ADDRESS')
connection = engine.connect()
query_result = connection.execute("SQL_QUERY")
df = pd.DataFrame(query_result.fetchall())
df.columns = query_result.keys()

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