diff --git a/jazzmin/settings.py b/jazzmin/settings.py
index c5f7d65a..bf57f336 100644
--- a/jazzmin/settings.py
+++ b/jazzmin/settings.py
@@ -1,6 +1,6 @@
 import copy
 import logging
-from typing import Dict, Any
+from typing import Any, Dict
 
 from django.conf import settings
 from django.templatetags.static import static
@@ -61,7 +61,8 @@
     "custom_links": {},
     # Custom icons for side menu apps/models See the link below
     # https://fontawesome.com/icons?d=gallery&m=free&v=5.0.0,5.0.1,5.0.10,5.0.11,5.0.12,5.0.13,5.0.2,5.0.3,5.0.4,5.0.5,5.0.6,5.0.7,5.0.8,5.0.9,5.1.0,
-    # 5.1.1,5.2.0,5.3.0,5.3.1,5.4.0,5.4.1,5.4.2,5.13.0,5.12.0,5.11.2,5.11.1,5.10.0,5.9.0,5.8.2,5.8.1,5.7.2,5.7.1,5.7.0,5.6.3,5.5.0,5.4.2
+    # 5.1.1,5.2.0,5.3.0,5.3.1,5.4.0,5.4.1,5.4.2,5.13.0,5.12.0,
+    # 5.11.2,5.11.1,5.10.0,5.9.0,5.8.2,5.8.1,5.7.2,5.7.1,5.7.0,5.6.3,5.5.0,5.4.2
     # for the full list of 5.13.0 free icon classes
     "icons": {"auth": "fas fa-users-cog", "auth.user": "fas fa-user", "auth.Group": "fas fa-users"},
     # Icons that are used when one is not manually specified
@@ -229,11 +230,11 @@ def get_settings() -> Dict:
             jazzmin_settings["search_models_parsed"].append(jazzmin_search_model)
 
     # Deal with single strings in hide_apps/hide_models and make sure we lower case 'em
-    if type(jazzmin_settings["hide_apps"]) == str:
+    if isinstance(jazzmin_settings["hide_apps"], str):
         jazzmin_settings["hide_apps"] = [jazzmin_settings["hide_apps"]]
     jazzmin_settings["hide_apps"] = [x.lower() for x in jazzmin_settings["hide_apps"]]
 
-    if type(jazzmin_settings["hide_models"]) == str:
+    if isinstance(jazzmin_settings["hide_models"], str):
         jazzmin_settings["hide_models"] = [jazzmin_settings["hide_models"]]
     jazzmin_settings["hide_models"] = [x.lower() for x in jazzmin_settings["hide_models"]]
 
diff --git a/jazzmin/templatetags/jazzmin.py b/jazzmin/templatetags/jazzmin.py
index d73fd6e8..aa4ff145 100644
--- a/jazzmin/templatetags/jazzmin.py
+++ b/jazzmin/templatetags/jazzmin.py
@@ -28,7 +28,13 @@
 
 from .. import version
 from ..settings import CHANGEFORM_TEMPLATES, get_settings, get_ui_tweaks
-from ..utils import get_admin_url, get_filter_id, has_fieldsets_check, make_menu, order_with_respect_to
+from ..utils import (
+    get_admin_url,
+    get_filter_id,
+    has_fieldsets_check,
+    make_menu,
+    order_with_respect_to,
+)
 
 User = get_user_model()
 register = Library()
@@ -118,7 +124,13 @@ def get_user_menu(user: AbstractUser, admin_site: str = "admin") -> List[Dict]:
     Produce the menu for the user dropdown
     """
     options = get_settings()
-    return make_menu(user, options.get("usermenu_links", []), options, allow_appmenus=False, admin_site=admin_site)
+    return make_menu(
+        user,
+        options.get("usermenu_links", []),
+        options,
+        allow_appmenus=False,
+        admin_site=admin_site,
+    )
 
 
 @register.simple_tag
@@ -179,7 +191,7 @@ def get_user_avatar(user: AbstractUser) -> str:
     # If we find the property directly on the user model (imagefield or URLfield)
     avatar_field = getattr(user, avatar_field_name, None)
     if avatar_field:
-        if type(avatar_field) == str:
+        if isinstance(avatar_field, str):
             return avatar_field
         elif hasattr(avatar_field, "url"):
             return avatar_field.url
@@ -208,18 +220,14 @@ def jazzmin_paginator_number(change_list: ChangeList, i: int) -> SafeText:
         <li class="page-item previous {disabled}">
             <a class="page-link" href="{link}" data-dt-idx="0" tabindex="0">«</a>
         </li>
-        """.format(
-            link=link, disabled="disabled" if link == "#" else ""
-        )
+        """.format(link=link, disabled="disabled" if link == "#" else "")
 
     if current_page:
         html_str += """
         <li class="page-item active">
             <a class="page-link" href="javascript:void(0);" data-dt-idx="3" tabindex="0">{num}</a>
         </li>
-        """.format(
-            num=i
-        )
+        """.format(num=i)
     elif spacer:
         html_str += """
         <li class="page-item">
@@ -233,9 +241,7 @@ def jazzmin_paginator_number(change_list: ChangeList, i: int) -> SafeText:
             <li class="page-item">
             <a href="{query_string}" class="page-link {end}" data-dt-idx="3" tabindex="0">{num}</a>
             </li>
-        """.format(
-            num=i, query_string=query_string, end=end
-        )
+        """.format(num=i, query_string=query_string, end=end)
 
     if end:
         link = change_list.get_query_string({PAGE_VAR: change_list.page_num + 1}) if change_list.page_num < i else "#"
@@ -243,9 +249,7 @@ def jazzmin_paginator_number(change_list: ChangeList, i: int) -> SafeText:
         <li class="page-item next {disabled}">
             <a class="page-link" href="{link}" data-dt-idx="7" tabindex="0">»</a>
         </li>
-        """.format(
-            link=link, disabled="disabled" if link == "#" else ""
-        )
+        """.format(link=link, disabled="disabled" if link == "#" else "")
 
     return format_html(html_str)
 
@@ -256,7 +260,7 @@ def admin_extra_filters(cl: ChangeList) -> Dict:
     Return the dict of used filters which is not included in list_filters form
     """
     used_parameters = list(itertools.chain(*(s.used_parameters.keys() for s in cl.filter_specs)))
-    return dict((k, v) for k, v in cl.params.items() if k not in used_parameters)
+    return {k: v for k, v in cl.params.items() if k not in used_parameters}
 
 
 @register.simple_tag
@@ -330,7 +334,7 @@ def get_sections(
     """
     Get and sort all of the sections that need rendering out in a change form
     """
-    fieldsets = [x for x in admin_form]
+    fieldsets = list(admin_form)
 
     # Make inlines behave like formsets
     for fieldset in inline_admin_formsets:
@@ -457,7 +461,7 @@ def app_is_installed(app: str) -> bool:
 
 
 @register.simple_tag
-def action_message_to_list(action: LogEntry) -> List[Dict]:
+def action_message_to_list(action: LogEntry) -> List[Dict]:  # noqa: C901
     """
     Retrieves a formatted list with all actions taken by a user given a log entry object
     """
@@ -528,7 +532,7 @@ def style_bold_first_word(message: str) -> SafeText:
 
     message_words[0] = "<strong>{}</strong>".format(message_words[0])
 
-    message = " ".join([word for word in message_words])
+    message = " ".join(list(message_words))
 
     return mark_safe(message)
 
diff --git a/jazzmin/utils.py b/jazzmin/utils.py
index dd1c0ea1..c1fe8099 100644
--- a/jazzmin/utils.py
+++ b/jazzmin/utils.py
@@ -1,12 +1,12 @@
 import logging
-from typing import List, Union, Dict, Set, Callable, Any
+from typing import Any, Callable, Dict, List, Set, Union
 from urllib.parse import urlencode
 
 from django.apps import apps
 from django.contrib.admin import ListFilter
 from django.contrib.admin.helpers import AdminForm
 from django.contrib.auth.models import AbstractUser
-from django.db.models.base import ModelBase, Model
+from django.db.models.base import Model, ModelBase
 from django.db.models.options import Options
 from django.utils.translation import gettext
 
@@ -40,8 +40,7 @@ def get_admin_url(instance: Any, admin_site: str = "admin", from_app: bool = Fal
     url = "#"
 
     try:
-
-        if type(instance) == str:
+        if isinstance(instance, str):
             app_label, model_name = instance.split(".")
             model_name = model_name.lower()
             url = reverse(
@@ -165,7 +164,6 @@ def make_menu(
 
     menu = []
     for link in links:
-
         perm_matches = []
         for perm in link.get("permissions", []):
             perm_matches.append(user.has_perm(perm))
diff --git a/tests/test_admin_views.py b/tests/test_admin_views.py
index 1eb3a84a..7a7b9e12 100644
--- a/tests/test_admin_views.py
+++ b/tests/test_admin_views.py
@@ -1,6 +1,8 @@
 import re
+
 import django
 import pytest
+
 from jazzmin.compat import reverse
 
 from .test_app.library.books.models import Book
diff --git a/tests/test_app/library/books/admin.py b/tests/test_app/library/books/admin.py
index e38b9a4d..d3135b54 100644
--- a/tests/test_app/library/books/admin.py
+++ b/tests/test_app/library/books/admin.py
@@ -4,6 +4,7 @@
 from django.contrib.auth.models import User
 from django.utils.html import format_html
 from django.utils.timesince import timesince
+
 from jazzmin.utils import attr
 
 from ..loans.admin import BookLoanInline
diff --git a/tests/test_app/library/books/management/commands/reset.py b/tests/test_app/library/books/management/commands/reset.py
index 14dbb91c..4118ad3c 100644
--- a/tests/test_app/library/books/management/commands/reset.py
+++ b/tests/test_app/library/books/management/commands/reset.py
@@ -1,18 +1,18 @@
 from random import choice
 
-from django.contrib.auth.models import User, Group
+from django.contrib.auth.models import Group, User
 from django.core.management import BaseCommand
 
-from ...models import Book, Author, Genre
 from ....factories import (
-    BookLoanFactory,
-    UserFactory,
     AuthorFactory,
     BookFactory,
+    BookLoanFactory,
     GroupFactory,
     LibraryFactory,
+    UserFactory,
 )
-from ....loans.models import Library, BookLoan
+from ....loans.models import BookLoan, Library
+from ...models import Author, Book, Genre
 
 
 class Command(BaseCommand):
diff --git a/tests/test_app/library/loans/views.py b/tests/test_app/library/loans/views.py
index 794d0699..0fe9b04e 100644
--- a/tests/test_app/library/loans/views.py
+++ b/tests/test_app/library/loans/views.py
@@ -1,5 +1,5 @@
-from django.views.generic import TemplateView
 from django.contrib.admin.sites import site
+from django.views.generic import TemplateView
 
 
 class CustomView(TemplateView):
diff --git a/tests/test_app/library/settings.py b/tests/test_app/library/settings.py
index c170c189..6f4897fb 100644
--- a/tests/test_app/library/settings.py
+++ b/tests/test_app/library/settings.py
@@ -185,7 +185,8 @@
     },
     # Custom icons for side menu apps/models See the link below
     # https://fontawesome.com/icons?d=gallery&m=free&v=5.0.0,5.0.1,5.0.10,5.0.11,5.0.12,5.0.13,5.0.2,5.0.3,5.0.4,5.0.5,5.0.6,5.0.7,5.0.8,5.0.9,5.1.0,
-    # 5.1.1,5.2.0,5.3.0,5.3.1,5.4.0,5.4.1,5.4.2,5.13.0,5.12.0,5.11.2,5.11.1,5.10.0,5.9.0,5.8.2,5.8.1,5.7.2,5.7.1,5.7.0,5.6.3,5.5.0,5.4.2
+    # 5.1.1,5.2.0,5.3.0,5.3.1,5.4.0,5.4.1,5.4.2,5.13.0,5.12.0,
+    # 5.11.2,5.11.1,5.10.0,5.9.0,5.8.2,5.8.1,5.7.2,5.7.1,5.7.0,5.6.3,5.5.0,5.4.2
     # for the full list of 5.13.0 free icon classes
     "icons": {
         "auth": "fas fa-users-cog",
diff --git a/tests/test_customisation.py b/tests/test_customisation.py
index add01f98..657c4e04 100644
--- a/tests/test_customisation.py
+++ b/tests/test_customisation.py
@@ -1,6 +1,7 @@
 import pytest
 from bs4 import BeautifulSoup
 from django.urls import reverse
+
 from jazzmin.settings import CHANGEFORM_TEMPLATES
 from jazzmin.templatetags.jazzmin import get_sections
 
@@ -37,7 +38,7 @@ def test_update_login_logo(client, custom_jazzmin_settings):
 
 
 @pytest.mark.django_db
-@pytest.mark.parametrize("config_value,template", [(k, v) for k, v in CHANGEFORM_TEMPLATES.items()])
+@pytest.mark.parametrize("config_value,template", list(CHANGEFORM_TEMPLATES.items()))
 def test_changeform_templates(config_value, template, admin_client, custom_jazzmin_settings):
     """
     All changeform config values use the correct templates
diff --git a/tests/test_templatetags.py b/tests/test_templatetags.py
index 46947f28..03da7a7b 100644
--- a/tests/test_templatetags.py
+++ b/tests/test_templatetags.py
@@ -3,6 +3,7 @@
 
 import pytest
 from django.contrib.admin.models import CHANGE, LogEntry
+
 from jazzmin.templatetags import jazzmin
 
 
diff --git a/tests/test_utils.py b/tests/test_utils.py
index 2861a973..cc237de0 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -1,19 +1,20 @@
-from unittest.mock import patch, MagicMock, Mock
+from unittest.mock import MagicMock, Mock, patch
 
 import pytest
 from django.db.models.functions import Upper
 from django.urls import reverse
 
 from jazzmin.utils import (
-    order_with_respect_to,
     get_admin_url,
+    get_app_admin_urls,
     get_custom_url,
     get_model_meta,
-    get_app_admin_urls,
     get_view_permissions,
+    order_with_respect_to,
 )
-from .test_app.library.factories import BookFactory, UserFactory
+
 from .test_app.library.books.models import Book
+from .test_app.library.factories import BookFactory, UserFactory
 
 
 def test_order_with_respect_to():