diff --git a/README.md b/README.md
index cd25412..0e1d30d 100644
--- a/README.md
+++ b/README.md
@@ -6,10 +6,10 @@ A simple Django web app for searching the Paradise Papers dataset backed by Neo4
 
 # Requirements
 
-- Python 3.7+
-- Django 2.2+
-- neo4j 5.x, 4.4
-- django-neomodel 0.1.1
+- Python 3.8+
+- Django 4.2.8+ (LTS)
+- neo4j 5.x, 4.4 (LTS)
+- django-neomodel 0.2.0
 
 # Quickstart
 
diff --git a/docs/tutorial/part03.rst b/docs/tutorial/part03.rst
index d1138ca..cf8fd8d 100644
--- a/docs/tutorial/part03.rst
+++ b/docs/tutorial/part03.rst
@@ -25,7 +25,7 @@ of it is: ::
 Now we need to create a file called `urls.py` inside the application we just created. Right now we
 are only going to add the following code::
 
-    from django.conf.urls import url
+    from django.urls import path
 
     urlpatterns = []
 
@@ -33,15 +33,16 @@ As we go on in this tutorial, we will start adding the endpoint urls, but for no
 have the empty urlpattern list.
 
 The next step is to register the fetch_api URLconf into the root project URLconf.  We need to open
-the file paradise_papers_search/urls.py. Afterwards, we have to add ``url(r'^fetch/',
+the file paradise_papers_search/urls.py. Afterwards, we have to add ``path('fetch/',
 include('fetch_api.urls', namespace='fetch_api')),``   inside the urlpatterns list. After completing
 these steps the file should look like this::
 
-    from django.conf.urls import url, include from django.contrib import admin from
-    django.views.generic import TemplateView
+    from django.urls import include, path
+    from django.contrib import admin
+    from django.views.generic import TemplateView
 
-    urlpatterns = [ url(r'^admin/', admin.site.urls), url(r'^$',
-    TemplateView.as_view(template_name='index.html'), name='index'), url(r'^fetch/',
+    urlpatterns = [ path('admin/', admin.site.urls), path('',
+    TemplateView.as_view(template_name='index.html'), name='index'), path('fetch/',
     include('fetch_api.urls', namespace='fetch_api')), ]
 
 
diff --git a/docs/tutorial/part05.rst b/docs/tutorial/part05.rst
index cd2630b..7e37d58 100644
--- a/docs/tutorial/part05.rst
+++ b/docs/tutorial/part05.rst
@@ -47,11 +47,11 @@ Let's clean our ``fetch_api/views.py`` file and add the following code::
 
 Now we create this file ``fetch_api/urls.py`` and fill it with this::
 
-    from django.conf.urls import url
+    from django.urls import path
     from .views import GetNodesData
 
     urlpatterns = [
-        url(r'^nodes[/]?$', GetNodesData.as_view(), name='get_nodes_data'),
+        path('nodes/', GetNodesData.as_view(), name='get_nodes_data'),
     ]
 
 Now we can hit the endpoint with a method of our preference, for this example, we are going to use
@@ -107,7 +107,7 @@ When we finish our ``fetch_api/views.py`` file should look like this::
 
 And the ``fetch_api/urls.py`` should look like this::
 
-    from django.conf.urls import url
+    from django.urls import path
     from .views import (
         GetNodesCount,
         GetNodesData,
@@ -118,10 +118,10 @@ And the ``fetch_api/urls.py`` should look like this::
     )
 
     urlpatterns = [
-        url(r'^count[/]?$', GetNodesCount.as_view(), name='get_nodes_count'),
-        url(r'^nodes[/]?$', GetNodesData.as_view(), name='get_nodes_data'),
-        url(r'^node[/]?$', GetNodeData.as_view(), name='get_node_data'),
-        url(r'^countries[/]?$', GetCountries.as_view(), name='get_countries'),
-        url(r'^jurisdictions[/]?$', GetJurisdictions.as_view(), name='get_jurisdictions'),
-        url(r'^datasource[/]?$', GetDataSource.as_view(), name='get_data_source'),
+        path('count/', GetNodesCount.as_view(), name='get_nodes_count'),
+        path('nodes/', GetNodesData.as_view(), name='get_nodes_data'),
+        path('node/', GetNodeData.as_view(), name='get_node_data'),
+        path('countries/', GetCountries.as_view(), name='get_countries'),
+        path('jurisdictions/', GetJurisdictions.as_view(), name='get_jurisdictions'),
+        path('datasource/', GetDataSource.as_view(), name='get_data_source'),
     ]
diff --git a/paradise_papers_search/fetch_api/urls.py b/paradise_papers_search/fetch_api/urls.py
index 1b3070f..58fc159 100644
--- a/paradise_papers_search/fetch_api/urls.py
+++ b/paradise_papers_search/fetch_api/urls.py
@@ -1,4 +1,4 @@
-from django.conf.urls import url
+from django.urls import path
 
 from .views import (
     GetNodesCount,
@@ -11,10 +11,10 @@
 
 
 urlpatterns = [
-    url(r'^count[/]?$', GetNodesCount.as_view(), name='get_nodes_count'),
-    url(r'^nodes[/]?$', GetNodesData.as_view(), name='get_nodes_data'),
-    url(r'^node[/]?$', GetNodeData.as_view(), name='get_node_data'),
-    url(r'^countries[/]?$', GetCountries.as_view(), name='get_countries'),
-    url(r'^jurisdictions[/]?$', GetJurisdictions.as_view(), name='get_jurisdictions'),
-    url(r'^datasource[/]?$', GetDataSource.as_view(), name='get_data_source'),
+    path("count/", GetNodesCount.as_view(), name="get_nodes_count"),
+    path("nodes/", GetNodesData.as_view(), name="get_nodes_data"),
+    path("node/", GetNodeData.as_view(), name="get_node_data"),
+    path("countries/", GetCountries.as_view(), name="get_countries"),
+    path("jurisdictions/", GetJurisdictions.as_view(), name="get_jurisdictions"),
+    path("datasource/", GetDataSource.as_view(), name="get_data_source"),
 ]
diff --git a/paradise_papers_search/papers.db b/paradise_papers_search/papers.db
index 9afda68..7b2ff98 100644
Binary files a/paradise_papers_search/papers.db and b/paradise_papers_search/papers.db differ
diff --git a/paradise_papers_search/paradise_papers_search/urls.py b/paradise_papers_search/paradise_papers_search/urls.py
index eb69709..efd0e02 100644
--- a/paradise_papers_search/paradise_papers_search/urls.py
+++ b/paradise_papers_search/paradise_papers_search/urls.py
@@ -5,20 +5,21 @@
 Examples:
 Function views
     1. Add an import:  from my_app import views
-    2. Add a URL to urlpatterns:  url(r'^$', views.home, name='home')
+    2. Add a URL to urlpatterns:  path('', views.home, name='home')
 Class-based views
     1. Add an import:  from other_app.views import Home
-    2. Add a URL to urlpatterns:  url(r'^$', Home.as_view(), name='home')
+    2. Add a URL to urlpatterns:  path('', Home.as_view(), name='home')
 Including another URLconf
     1. Import the include() function: from django.conf.urls import url, include
-    2. Add a URL to urlpatterns:  url(r'^blog/', include('blog.urls'))
+    2. Add a URL to urlpatterns:  path('blog/', include('blog.urls'))
 """
-from django.conf.urls import url, include
+
+from django.urls import include, path
 from django.views.generic import TemplateView
 from django.contrib import admin
 
 urlpatterns = [
-    url(r'^$', TemplateView.as_view(template_name='index.html'), name='index'),
-    url(r'^fetch/', include('fetch_api.urls')),
-    url(r"^admin/", admin.site.urls)
+    path("", TemplateView.as_view(template_name="index.html"), name="index"),
+    path("fetch/", include("fetch_api.urls")),
+    path("admin/", admin.site.urls),
 ]
diff --git a/paradise_papers_search/templates/base.html b/paradise_papers_search/templates/base.html
index bbf2a9b..462423f 100644
--- a/paradise_papers_search/templates/base.html
+++ b/paradise_papers_search/templates/base.html
@@ -1,4 +1,4 @@
-{% load staticfiles %}
+{% load static %}
 <!doctype html>
 <html lang="en">
   <head>
diff --git a/requirements.txt b/requirements.txt
index 2c631f0..f43726b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,4 @@
-django==2.2.24
 gunicorn==20.0.4
-django-neomodel==0.1.1
-neomodel==5.1.0
-djangorestframework==3.11.2
+django-neomodel==0.2.0
+djangorestframework==3.15.1
 whitenoise==3.3.1