diff --git a/populate.py b/populate.py
new file mode 100644
index 0000000..ba58daa
--- /dev/null
+++ b/populate.py
@@ -0,0 +1,54 @@
+def populate():
+    from polls.models import Poll, Option
+
+    from random import randint
+
+    from faker import Faker
+
+    data_maker = Faker()
+
+    number_of_polls = 100
+    options_per_poll = (2, 5)
+
+    for i in range(number_of_polls):
+        poll = Poll()
+        question = data_maker.sentence()
+        question.replace(".", "?")
+        poll.question = question
+        poll.save()
+
+        for o in range(randint(*options_per_poll)):
+            option = Option()
+            option.poll = poll
+            option.text = data_maker.sentence()
+            option.save()
+
+
+def create_users_and_votes():
+    from django.contrib.auth.models import User
+    from polls.models import Poll, Option, Vote
+
+    from random import choice, shuffle
+
+    from faker import Faker
+
+    data_maker = Faker()
+
+    users_to_create = 16
+    for i in range(users_to_create):
+        user = User.objects.create_user(
+            data_maker.unique.name(),
+        )
+        polls = list(Poll.objects.values_list("pk", flat=True))
+        # Shuffle polls list
+        shuffle(polls)
+        # Vote on 75% of the polls
+        for o in range(int(len(polls) * 0.75)):
+            poll = Poll.objects.get(pk=polls[o])
+            # Select a random option to cast as vote
+            option_id = choice(Option.objects.filter(poll=poll).values_list("pk", flat=True))
+            vote = Vote()
+            vote.poll = poll
+            vote.option = Option.objects.get(pk=option_id)
+            vote.user = user
+            vote.save()
diff --git a/requirements.txt b/requirements.txt
index 8b6f700..a117d8f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,4 +2,5 @@ Django==5.0.2
 gunicorn==21.2.0
 whitenoise==6.6.0
 whitenoise[brotli]
-chartkick==1.0.1
\ No newline at end of file
+chartkick==1.0.1
+faker==23.3.0
\ No newline at end of file