diff --git a/djangoldp/tests/fixtures/test.json b/djangoldp/tests/fixtures/test.json
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+++ b/djangoldp/tests/fixtures/test.json
@@ -0,0 +1 @@
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"0370f5dc-2be7-4eb7-86c5-a60cdabc8f5f", "email": "0370f5dc-2be7-4eb7-86c5-a60cdabc8f5f@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 87, "fields": {"username": "e638154f-4b3f-4ddb-b232-7dc863d1cd24", "email": "e638154f-4b3f-4ddb-b232-7dc863d1cd24@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 88, "fields": {"username": "6c14a693-07ca-4320-a0bc-0a9a2eb34fd5", "email": "6c14a693-07ca-4320-a0bc-0a9a2eb34fd5@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 89, "fields": {"username": "8de347cf-7d58-4786-9c42-23e123338a58", "email": "8de347cf-7d58-4786-9c42-23e123338a58@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 90, "fields": {"username": "6417a54c-4387-4a0c-b2f2-ea810580be6e", "email": "6417a54c-4387-4a0c-b2f2-ea810580be6e@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 91, "fields": {"username": "47c2c5c4-d652-494b-8a40-977967833c4b", "email": "47c2c5c4-d652-494b-8a40-977967833c4b@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 92, "fields": {"username": "38804e9f-706a-4e5f-b0de-0093fa594985", "email": "38804e9f-706a-4e5f-b0de-0093fa594985@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 93, "fields": {"username": "af695126-59ed-4011-85fc-fe273e2baa3f", "email": "af695126-59ed-4011-85fc-fe273e2baa3f@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 94, "fields": {"username": "42661749-8625-4226-a079-d5bf37a6a82e", "email": "42661749-8625-4226-a079-d5bf37a6a82e@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 95, "fields": {"username": "1b0c858e-8ba2-455c-b279-ae9aa3006204", "email": "1b0c858e-8ba2-455c-b279-ae9aa3006204@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 96, "fields": {"username": "6aa5798b-06f5-4d3c-94d1-e8accd0d671a", "email": "6aa5798b-06f5-4d3c-94d1-e8accd0d671a@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 97, "fields": {"username": "6442d706-3f40-4b5e-8224-3e26533a4e75", "email": "6442d706-3f40-4b5e-8224-3e26533a4e75@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 98, "fields": {"username": "37253c37-5c52-4644-9a9a-abcd3fc63a13", "email": "37253c37-5c52-4644-9a9a-abcd3fc63a13@c.coop", "password": "glass onion"}}, {"model": "tests.user", "pk": 99, "fields": {"username": "ad9f4d89-609a-40f7-8d3c-09a20f650e97", "email": "ad9f4d89-609a-40f7-8d3c-09a20f650e97@c.coop", "password": "glass onion"}}, {"model": "tests.project", "pk": 0, "fields": {"description": "Test", "team": [70, 22, 9, 97, 92, 47, 98, 80]}}, {"model": "tests.project", "pk": 1, "fields": {"description": "Test", "team": [22, 29, 34, 27]}}, {"model": "tests.project", "pk": 2, "fields": {"description": "Test", "team": [5, 38, 81, 15, 48, 11, 9, 34, 41]}}, {"model": "tests.project", "pk": 3, "fields": {"description": "Test", "team": [36]}}, {"model": "tests.project", "pk": 4, "fields": {"description": "Test", "team": [9, 22, 49, 6, 77, 64, 73, 81, 83]}}, {"model": "tests.project", "pk": 5, "fields": {"description": "Test", "team": [30, 69, 54, 28, 75, 47, 82, 15, 65, 72]}}, {"model": "tests.project", "pk": 6, "fields": {"description": "Test", "team": [74, 18, 54, 78]}}, {"model": "tests.project", "pk": 7, "fields": {"description": "Test", "team": [22, 85, 47, 92]}}, {"model": "tests.project", "pk": 8, "fields": {"description": "Test", "team": [4, 46, 59, 99, 7]}}, {"model": "tests.project", "pk": 9, "fields": {"description": "Test", "team": [86, 20, 61, 87, 36, 1, 36, 61, 32]}}, {"model": "tests.project", "pk": 10, "fields": {"description": "Test", "team": [86, 28, 49, 31, 41, 57, 36]}}, {"model": "tests.project", "pk": 11, "fields": {"description": "Test", "team": [4, 76, 71, 89, 99, 31, 20]}}, {"model": "tests.project", "pk": 12, "fields": {"description": "Test", "team": [90, 67, 70, 62]}}, {"model": "tests.project", "pk": 13, "fields": {"description": "Test", "team": [61, 33, 55, 68, 12, 20, 38, 13, 72, 73]}}, {"model": "tests.project", "pk": 14, "fields": {"description": "Test", "team": [46, 46, 11, 88]}}, {"model": "tests.project", "pk": 15, "fields": {"description": "Test", "team": [49, 98, 15, 21, 62]}}, {"model": "tests.project", "pk": 16, "fields": {"description": "Test", "team": [51, 9, 11, 78, 6, 31, 15]}}, {"model": "tests.project", "pk": 17, "fields": {"description": "Test", "team": [71, 3, 53, 93, 32, 30, 45, 24, 45, 36]}}, {"model": "tests.project", "pk": 18, "fields": {"description": "Test", "team": [21, 87, 36, 34]}}, {"model": "tests.project", "pk": 19, "fields": {"description": "Test", "team": [51, 44, 27, 12, 67, 35, 37]}}, {"model": "tests.project", "pk": 20, "fields": {"description": "Test", "team": [23]}}, {"model": "tests.project", "pk": 21, "fields": {"description": "Test", "team": [56, 79, 93, 87, 65, 1, 20, 32]}}, {"model": "tests.project", "pk": 22, "fields": {"description": "Test", "team": [61, 43, 77, 26]}}, {"model": "tests.project", "pk": 23, "fields": {"description": "Test", "team": [10, 72, 57, 13, 85, 53]}}, {"model": "tests.project", "pk": 24, "fields": {"description": "Test", "team": [80, 1, 8, 50, 16, 16, 87, 89, 32]}}, {"model": "tests.project", "pk": 25, "fields": {"description": "Test", "team": [76, 65, 74, 62, 37, 33, 56, 13, 93, 2]}}, {"model": "tests.project", "pk": 26, "fields": {"description": "Test", "team": [38, 81]}}, {"model": "tests.project", "pk": 27, "fields": {"description": "Test", "team": [58, 82, 97, 81, 31, 70, 78, 55]}}, {"model": "tests.project", "pk": 28, "fields": {"description": "Test", "team": [76, 40, 22, 67, 2, 94]}}, {"model": "tests.project", "pk": 29, "fields": {"description": "Test", "team": [26, 43, 2, 81, 25, 57, 10, 65, 42, 45]}}, {"model": "tests.project", "pk": 30, "fields": {"description": "Test", "team": [6, 87, 38, 33, 88, 25, 64]}}, {"model": "tests.project", "pk": 31, "fields": {"description": "Test", "team": [91, 53, 82, 8, 34, 43, 19, 52, 92]}}, {"model": "tests.project", "pk": 32, "fields": {"description": "Test", "team": [93, 79, 40, 47, 81, 7]}}, {"model": "tests.project", "pk": 33, "fields": {"description": "Test", "team": [59, 43]}}, {"model": "tests.project", "pk": 34, "fields": {"description": "Test", "team": [73, 69]}}, {"model": "tests.project", "pk": 35, "fields": {"description": "Test", "team": [19, 41, 85, 39, 79, 6]}}, {"model": "tests.project", "pk": 36, "fields": {"description": "Test", "team": [10, 40, 89, 50, 18, 16]}}, {"model": "tests.project", "pk": 37, "fields": {"description": "Test", "team": [28, 17, 48, 52, 24, 69, 16, 21]}}, {"model": "tests.project", "pk": 38, "fields": {"description": "Test", "team": [37, 44, 18, 82, 23, 87, 63, 82, 19, 19]}}, {"model": "tests.project", "pk": 39, "fields": {"description": "Test", "team": [88, 69, 30, 66, 7]}}, {"model": "tests.project", "pk": 40, "fields": {"description": "Test", "team": [68]}}, {"model": "tests.project", "pk": 41, "fields": {"description": "Test", "team": [3, 83]}}, {"model": "tests.project", "pk": 42, "fields": {"description": "Test", "team": [52, 59, 88, 50]}}, {"model": "tests.project", "pk": 43, "fields": {"description": "Test", "team": [59, 83, 60, 64, 54, 59, 2, 68, 14]}}, {"model": "tests.project", "pk": 44, "fields": {"description": "Test", "team": [13, 37, 72, 40, 75, 14, 93, 73, 93, 96]}}, {"model": "tests.project", "pk": 45, "fields": {"description": "Test", "team": [36]}}, {"model": "tests.project", "pk": 46, "fields": {"description": "Test", "team": [94, 95, 32, 73, 68, 28, 7, 39, 56, 88]}}, {"model": "tests.project", "pk": 47, "fields": {"description": "Test", "team": [40, 88, 9, 5, 44, 35]}}, {"model": "tests.project", "pk": 48, "fields": {"description": "Test", "team": [15, 97, 88, 84, 46, 6, 34, 3, 39]}}, {"model": "tests.project", "pk": 49, "fields": {"description": "Test", "team": [46, 76, 14]}}, {"model": "tests.project", "pk": 50, "fields": {"description": "Test", "team": [15, 2, 75, 29]}}, {"model": "tests.project", "pk": 51, "fields": {"description": "Test", "team": [36, 54, 9, 79, 99, 2, 11, 49, 72, 69]}}, {"model": "tests.project", "pk": 52, "fields": {"description": "Test", "team": [60, 15, 93]}}, {"model": "tests.project", "pk": 53, "fields": {"description": "Test", "team": [1]}}, {"model": "tests.project", "pk": 54, "fields": {"description": "Test", "team": [78]}}, {"model": "tests.project", "pk": 55, "fields": {"description": "Test", "team": [86, 71, 86, 27, 71, 88, 67, 21]}}, {"model": "tests.project", "pk": 56, "fields": {"description": "Test", "team": [11, 62, 50, 65, 70, 68, 89, 96]}}, {"model": "tests.project", "pk": 57, "fields": {"description": "Test", "team": [21, 40, 62]}}, {"model": "tests.project", "pk": 58, "fields": {"description": "Test", "team": [58, 96, 54, 70, 49, 37, 4, 88, 92, 70]}}, {"model": "tests.project", "pk": 59, "fields": {"description": "Test", "team": [37, 34, 16, 14, 63]}}, {"model": "tests.project", "pk": 60, "fields": {"description": "Test", "team": [17, 25, 94, 36]}}, {"model": "tests.project", "pk": 61, "fields": {"description": "Test", "team": [81]}}, {"model": "tests.project", "pk": 62, "fields": {"description": "Test", "team": [78, 43]}}, {"model": "tests.project", "pk": 63, "fields": {"description": "Test", "team": [93, 55, 16, 90, 60]}}, {"model": "tests.project", "pk": 64, "fields": {"description": "Test", "team": [32, 84]}}, {"model": "tests.project", "pk": 65, "fields": {"description": "Test", "team": [11, 34, 88, 76, 38, 17, 43]}}, {"model": "tests.project", "pk": 66, "fields": {"description": "Test", "team": [2, 97, 17, 94, 43, 80, 23, 14, 16, 95]}}, {"model": "tests.project", "pk": 67, "fields": {"description": "Test", "team": [5, 96, 49, 36, 27, 74, 30]}}, {"model": "tests.project", "pk": 68, "fields": {"description": "Test", "team": [33, 34, 2, 7, 20, 9, 90, 2]}}, {"model": "tests.project", "pk": 69, "fields": {"description": "Test", "team": [60, 21, 87]}}, {"model": "tests.project", "pk": 70, "fields": {"description": "Test", "team": [35, 57, 41, 27, 2]}}, {"model": "tests.project", "pk": 71, "fields": {"description": "Test", "team": [96, 7, 68, 43, 2, 1, 47]}}, {"model": "tests.project", "pk": 72, "fields": {"description": "Test", "team": [81, 68]}}, {"model": "tests.project", "pk": 73, "fields": {"description": "Test", "team": [77, 83, 35, 97, 30, 27, 69, 91, 33, 80]}}, {"model": "tests.project", "pk": 74, "fields": {"description": "Test", "team": [8]}}, {"model": "tests.project", "pk": 75, "fields": {"description": "Test", "team": [6, 41, 42, 43, 94, 48]}}, {"model": "tests.project", "pk": 76, "fields": {"description": "Test", "team": [53]}}, {"model": "tests.project", "pk": 77, "fields": {"description": "Test", "team": [99, 7, 63, 18, 64, 30]}}, {"model": "tests.project", "pk": 78, "fields": {"description": "Test", "team": [5, 78, 12, 76, 60, 61, 62, 93, 38, 65]}}, {"model": "tests.project", "pk": 79, "fields": {"description": "Test", "team": [57, 73, 55, 43, 38, 73, 10, 15, 44, 98]}}, {"model": "tests.project", "pk": 80, "fields": {"description": "Test", "team": [56, 67, 82, 24, 42, 51, 88, 80, 27, 20]}}, {"model": "tests.project", "pk": 81, "fields": {"description": "Test", "team": [87, 87, 35]}}, {"model": "tests.project", "pk": 82, "fields": {"description": "Test", "team": [28, 28, 21, 23, 94]}}, {"model": "tests.project", "pk": 83, "fields": {"description": "Test", "team": [98]}}, {"model": "tests.project", "pk": 84, "fields": {"description": "Test", "team": [96, 66, 31, 80, 69, 97, 55, 59]}}, {"model": "tests.project", "pk": 85, "fields": {"description": "Test", "team": [60]}}, {"model": "tests.project", "pk": 86, "fields": {"description": "Test", "team": [8, 67, 51, 79, 46, 81]}}, {"model": "tests.project", "pk": 87, "fields": {"description": "Test", "team": [40, 60, 2, 77, 76, 36, 96, 53]}}, {"model": "tests.project", "pk": 88, "fields": {"description": "Test", "team": [63, 32, 81, 24, 18, 12, 35]}}, {"model": "tests.project", "pk": 89, "fields": {"description": "Test", "team": [28, 55, 68, 40, 74, 32, 80, 56]}}, {"model": "tests.project", "pk": 90, "fields": {"description": "Test", "team": [77, 80, 64, 3, 77, 78, 32, 40]}}, {"model": "tests.project", "pk": 91, "fields": {"description": "Test", "team": [77, 83, 74, 83, 43, 67]}}, {"model": "tests.project", "pk": 92, "fields": {"description": "Test", "team": [52, 73, 68, 49, 14, 88, 97, 8, 65, 34]}}, {"model": "tests.project", "pk": 93, "fields": {"description": "Test", "team": [76, 67, 9]}}, {"model": "tests.project", "pk": 94, "fields": {"description": "Test", "team": [32, 45]}}, {"model": "tests.project", "pk": 95, "fields": {"description": "Test", "team": [25, 73, 8, 51]}}, {"model": "tests.project", "pk": 96, "fields": {"description": "Test", "team": [88, 94, 64, 87, 35, 40, 12, 44, 59]}}, {"model": "tests.project", "pk": 97, "fields": {"description": "Test", "team": [84, 53, 16, 45, 26]}}, {"model": "tests.project", "pk": 98, "fields": {"description": "Test", "team": [52, 82, 23, 59, 90, 49, 59, 47, 57, 8]}}, {"model": "tests.project", "pk": 99, "fields": {"description": "Test", "team": [73, 75, 38, 17, 9, 22]}}]
\ No newline at end of file
diff --git a/djangoldp/tests/scripts/test_data_generator.py b/djangoldp/tests/scripts/test_data_generator.py
new file mode 100644
index 0000000000000000000000000000000000000000..8cc20968c6eba7ed11b8b8bcde2164960ff5b6d9
--- /dev/null
+++ b/djangoldp/tests/scripts/test_data_generator.py
@@ -0,0 +1,63 @@
+import uuid
+import json
+import sys
+import random
+from pathlib import Path
+from copy import deepcopy
+
+'''
+A script which generates and outputs random test data, into a file used by the performance unit tests
+'''
+
+count = int(sys.argv[1])
+fixture = list()
+
+user_template = {
+    'model': 'tests.user',
+    'pk': 0,
+    'fields': {
+        'username': 'john',
+        'email': 'jlennon@c.coop',
+        'password':'glass onion'
+    }
+}
+
+project_template = {
+    'model': 'tests.project',
+    'pk': 0,
+    'fields': {
+        'description': 'Test'
+    }
+}
+
+def generate_user(i):
+    user = deepcopy(user_template)
+    user['pk'] = i
+    user['fields']['username'] = str(uuid.uuid4())
+    user['fields']['email'] = user['fields']['username'] + "@c.coop"
+    return user
+
+def generate_project(i):
+    project = deepcopy(project_template)
+    project['pk'] = i
+    project['fields']['team'] = list()
+
+    # append random number of users, max 10 for a single project
+    for j in range(random.randint(1, 10)):
+        project['fields']['team'].append(random.randint(1, count-1))
+    return project
+
+# create N users
+for i in range(count):
+    user = generate_user(i)
+    fixture.append(user)
+
+# create N projects
+for i in range(count):
+    project = generate_project(i)
+    fixture.append(project)
+
+with open(Path(__file__).parent / "../fixtures/test.json", 'w') as output:
+    json.dump(fixture, output)
+
+print(str(count))
diff --git a/djangoldp/tests/tests_performance.py b/djangoldp/tests/tests_performance.py
new file mode 100644
index 0000000000000000000000000000000000000000..44621fd7300bf574c44b00e652f1f5802b015eb4
--- /dev/null
+++ b/djangoldp/tests/tests_performance.py
@@ -0,0 +1,10 @@
+from rest_framework.test import APIClient, APITestCase
+from djangoldp.tests.models import User, Project
+
+
+class TestsInbox(APITestCase):
+    fixtures = ['test.json',]
+
+    def test_populated(self):
+        self.assertEqual(User.objects.count(), 100)
+        self.assertEqual(Project.objects.count(), 100)