diff --git a/quiz/admin.py b/quiz/admin.py
index 9e73d92..34e9453 100644
--- a/quiz/admin.py
+++ b/quiz/admin.py
@@ -23,7 +23,7 @@ def view_on_site(self, obj):
 
 
 class UsersAnswerAdmin(admin.ModelAdmin):
-    list_display = ('question', 'result', 'answer', 'correct', 'ip', 'date_time')
+    list_display = ('question', 'result', 'answer', 'correct', 'date_time')
     list_filter = ('question',)
 
 
diff --git a/quiz/answer.py b/quiz/answer.py
index 3e06d1b..4a7512e 100644
--- a/quiz/answer.py
+++ b/quiz/answer.py
@@ -1,5 +1,4 @@
 from quiz.models import UsersAnswer
-from quiz.util import get_client_ip
 
 
 class Answer:
@@ -9,12 +8,10 @@ def __init__(self, question, request):
         self.given_result = request.GET.get('result', '').strip()
         self.correct = self.given_result == self.question.result and\
             (self.question.result != 'OK' or self.given_answer == self.question.answer.strip())
-        self.ip = get_client_ip(request)
 
     def register_given_answer(self):
         UsersAnswer.objects.create(
             question=self.question,
             answer=self.given_answer,
             result=self.given_result,
-            correct=self.correct,
-            ip=self.ip)
+            correct=self.correct)
diff --git a/quiz/integration_tests/test_fixed_quiz.py b/quiz/integration_tests/test_fixed_quiz.py
index 0cfe0e1..0fc02c2 100644
--- a/quiz/integration_tests/test_fixed_quiz.py
+++ b/quiz/integration_tests/test_fixed_quiz.py
@@ -1,11 +1,10 @@
-import datetime
 import re
 
 from django.test import TestCase
 from django.urls import reverse
 from django.utils import timezone
 
-from quiz.models import Quiz, Question, UsersAnswer
+from quiz.models import Quiz, UsersAnswer
 from quiz.test_helpers import *
 from quiz import fixed_quiz
 
diff --git a/quiz/migrations/0021_remove_usersanswer_ip.py b/quiz/migrations/0021_remove_usersanswer_ip.py
new file mode 100644
index 0000000..39c0ab6
--- /dev/null
+++ b/quiz/migrations/0021_remove_usersanswer_ip.py
@@ -0,0 +1,17 @@
+# Generated by Django 4.1.7 on 2023-03-19 14:01
+
+from django.db import migrations
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('quiz', '0020_auto_20230308_0904'),
+    ]
+
+    operations = [
+        migrations.RemoveField(
+            model_name='usersanswer',
+            name='ip',
+        ),
+    ]
diff --git a/quiz/models.py b/quiz/models.py
index 722463d..715b194 100644
--- a/quiz/models.py
+++ b/quiz/models.py
@@ -87,7 +87,6 @@ class UsersAnswer(models.Model):
     question = models.ForeignKey('Question', on_delete=models.PROTECT)
     result = models.CharField(max_length=2, default='OK', choices=Question.RESULT_CHOICES)
     answer = models.CharField(max_length=200, default='', blank=True)
-    ip = models.CharField(max_length=45, default='', blank=True)
     date_time = models.DateTimeField(auto_now_add=True)
     correct = models.BooleanField(default=False)
 
diff --git a/quiz/quiz_in_progress.py b/quiz/quiz_in_progress.py
index 13030d9..4133ad9 100644
--- a/quiz/quiz_in_progress.py
+++ b/quiz/quiz_in_progress.py
@@ -1,8 +1,4 @@
-import logging
-
 from quiz.answer import Answer
-from quiz.models import Quiz
-from quiz import util
 
 
 class QuestionStats:
@@ -53,20 +49,12 @@ def get_total_nof_questions(self):
         return self.quiz.questions.count()
 
     def is_finished(self, request):
-        debug_string = "IP:%s, quiz:%s, is finished? (%d/%d/%d)" % \
-            (util.get_client_ip(request), self.quiz.key, self.nof_answered_questions(),
-             len(self.answers), self.quiz.questions.count())
-        logging.getLogger('quiz').debug(debug_string)
         return self.quiz.questions.count() == self.nof_answered_questions()
 
     def score(self):
         return float(sum([q.score() for q in self.answers]))
 
     def answer(self, request):
-        debug_string = "IP:%s, quiz:%s, result:%s, answer:%s, answers:%d" %\
-            (util.get_client_ip(request), self.quiz.key, request.GET.get(
-                'result', ''), request.GET.get('answer', ''), len(self.answers))
-        logging.getLogger('quiz').debug(debug_string)
         answer = Answer(self.get_current_question(), request)
         answer.register_given_answer()
         if answer.correct:
@@ -77,10 +65,6 @@ def answer(self, request):
         else:
             self.previous_result = 'incorrect'
             self.attempts += 1
-        debug_string = "IP:%s, quiz:%s, question:#%d (%d/%d), given_result:%s, given_answer:%s, correct:%s" % \
-            (answer.ip, self.quiz.key, answer.question.pk, len(self.answers),
-             self.quiz.questions.count(), answer.given_result, answer.given_answer, answer.correct)
-        logging.getLogger('quiz').debug(debug_string)
         return
 
     def use_hint(self):
diff --git a/quiz/views.py b/quiz/views.py
index 9c067d6..705ca2f 100644
--- a/quiz/views.py
+++ b/quiz/views.py
@@ -1,9 +1,7 @@
 import difflib
-import logging
 import random
 
 from django.http import HttpResponse, HttpResponseRedirect, Http404
-from django.template import RequestContext
 from django.shortcuts import render, get_object_or_404
 from django.core.mail import mail_admins
 from django.contrib.admin.views.decorators import staff_member_required
@@ -11,9 +9,7 @@
 from django.views.decorators.cache import never_cache
 
 from quiz import fixed_quiz
-from quiz.models import *
 from quiz.forms import QuestionForm
-from quiz.answer import Answer
 from quiz.game_data import *
 from quiz.quiz_in_progress import *
 from quiz.util import get_published_questions
@@ -150,9 +146,6 @@ def quiz(request, quiz_key):
         quiz_in_progress.use_hint()
         d['hint'] = True
     if quiz_in_progress.is_finished(request):
-        debug_string = "IP:%s, quiz:%s was served the finished-screen " % (
-            util.get_client_ip(request), quiz_in_progress.quiz.key)
-        logging.getLogger('quiz').debug(debug_string)
         return render(request, 'quiz/finished.html', d)
     d['question'] = quiz_in_progress.get_current_question()
     d['question'].mark_viewed()