can pandas fetch data from sql
import pandas as pd
import sqlite3
con = sqlite3.connect("data/portal_mammals.sqlite")
# Load the data into a DataFrame
surveys_df = pd.read_sql_query("SELECT * from surveys", con)
# Select only data for 2002
surveys2002 = surveys_df[surveys_df.year == 2002]
# Write the new DataFrame to a new SQLite table
surveys2002.to_sql("surveys2002", con, if_exists="replace")
con.close()