Ошибка при использовании команды sql "OVER PARTITION" с использованием панд

Question

Я пытался изучить команду SQL over partition с использованием sqlite3 и pandas.

Вот база данных и запрос:

import sqlite3
import numpy as np
import pandas as pd

# create db if does not exist
con = sqlite3.connect("student.db")

data = [ ('Jolly', 'Female', 20, 500), 
('Jon', 'Male', 22, 545), 
('Sara', 'Female', 25, 600), 
('Laura', 'Female', 18, 400), 
('Alan', 'Male', 20, 500), 
('Kate', 'Female', 22, 500), 
('Joseph', 'Male', 18, 643), 
('Mice', 'Male', 23, 543), 
('Wise', 'Male', 21, 499), 
('Elis', 'Female', 27, 400)]

df = pd.DataFrame(data,columns=['name','gender','age','total_score'])
df['id'] = range(len(df))
df_copy = df.copy()


# load df to database
df.to_sql("student", con, if_exists='replace',index=False)


# join
# This method is memory inefficient
q = """ SELECT id, name, 
Aggregation.gender, Aggregation.Total_students, 
Aggregation.Average_Age, Aggregation.Total_Score
FROM student
INNER JOIN
(SELECT gender, count(gender) AS Total_students, AVG(age) AS Average_Age, SUM(total_score) AS Total_Score
FROM student
GROUP BY gender) AS Aggregation
on Aggregation.gender = student.gender
"""

display(pd.read_sql_query(q,con))

Я получаю вывод, подобный этому:

Теперь, когда я пытаюсь выполнить ту же команду, используя OVER PARTITION, я получаю OperationalError: near "(": синтаксическая ошибка.

Код, который создаетошибки следующие:

# over partition
q3 = """ SELECT id, name, gender,
COUNT(gender) OVER (PARTITION BY gender) AS Total_students,
AVG(age) OVER (PARTITION BY gender) AS Average_Age,
SUM(total_score) OVER (PARTITION BY gender) AS Total_Score
FROM student
"""
pd.read_sql_query(q3,con)

Как решить проблему?