Modeling django model statistics - django

Question

I'm working on a questionnaire model for django that should be maintainable by someone with no programming experience, so I've spent a lot of time crafting my models to compensate for minor details.. Now I want to unlock the potential of SQL database queries to be able to generate statistics about the responses and feedback given.
One of my question types is a 5 star rating, so I would like to be able to gather statistics about the question like:
How many responses for question q were 5 star (, 4star, 3star, etc.)?
What was the average rating response?
Ideally I would like to record these statistic questions in a model, and create a view that shows all the statistics asked and keep the entire thing programmatic.
Should this be a carefully crafted model or set of models like feedback, or is there already some framework or module that handles these situations for me?
My questionnaire/models.py:
class QuestionType(models.Model):
name = models.CharField(max_length=256, blank=True, default="")
class Question(models.Model):
text = models.TextField()
type = models.ForeignKey(QuestionType)
class Response(models.Model):
question = models.ForeignKey(Question)
answer = models.TextField()
class Feedback(models.Model):
user = models.ForeignKey(User)
responses = models.ManyToManyField(Response)
response_time = models.DateTimeField(auto_now_add=True)

Answer 1

This would cover your requirements:
class QuestionType(models.Model):
name = models.CharField(max_length=256, blank=True, default="")
class Question(models.Model):
text = models.TextField()
type = models.ForeignKey(QuestionType)
def how_many_ratings_where_x_stars(self, stars):
return self.rating_set.filter(stars=stars).count()
def average_rating(self, stars):
return self.rating_set.aggregate(models.Avg('stars'))['stars__avg']
class Response(models.Model):
question = models.ForeignKey(Question)
answer = models.TextField()
user = models.ForeignKey(User)
timestamp = models.DateTimeField(auto_now_add=True)
class Rating(models.Model):
question = models.ForeignKey(Question)
stars = models.PositiveIntegerField(min_value=1, max_value=5)
user = models.ForeignKey(User)
timestamp = models.DateTimeField(auto_now_add=True)
class Meta:
unique_together = [('question', 'user')]