diff --git a/.travis.yml b/.travis.yml
index bbeeb80e0..f1ca20128 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -5,10 +5,10 @@ dist: xenial
 install:
   - pip install tox tox-travis
 
-script: 
+script:
   - tox
 
-after_success: 
+after_success:
   - pip install coveralls
   - coveralls
 
@@ -24,24 +24,8 @@ jobs:
     - env: DJANGO=master
 
   include:
-    - python: 2.7
-      env: DJANGO=1.11
-
-    - python: 3.5
-      env: DJANGO=1.11
-    - python: 3.5
-      env: DJANGO=2.0
-    - python: 3.5
-      env: DJANGO=2.1
-    - python: 3.5
-      env: DJANGO=2.2
-
     - python: 3.6
       env: DJANGO=1.11
-    - python: 3.6
-      env: DJANGO=2.0
-    - python: 3.6
-      env: DJANGO=2.1
     - python: 3.6
       env: DJANGO=2.2
     - python: 3.6
@@ -51,10 +35,6 @@ jobs:
 
     - python: 3.7
       env: DJANGO=1.11
-    - python: 3.7
-      env: DJANGO=2.0
-    - python: 3.7
-      env: DJANGO=2.1
     - python: 3.7
       env: DJANGO=2.2
     - python: 3.7
@@ -62,12 +42,21 @@ jobs:
     - python: 3.7
       env: DJANGO=master
 
-    - python: 3.7
+    - python: 3.8
+      env: DJANGO=1.11
+    - python: 3.8
+      env: DJANGO=2.2
+    - python: 3.8
+      env: DJANGO=3.0
+    - python: 3.8
+      env: DJANGO=master
+
+    - python: 3.8
       env: TOXENV=black,flake8
 
     - stage: deploy
       script: skip
-      python: 3.7
+      python: 3.8
       after_success: true
       deploy:
         provider: pypi
diff --git a/docs/authorization.rst b/docs/authorization.rst
index 63123b0b4..7e09c3781 100644
--- a/docs/authorization.rst
+++ b/docs/authorization.rst
@@ -184,4 +184,4 @@ For Django 2.0 and above:
       path('graphql', PrivateGraphQLView.as_view(graphiql=True, schema=schema)),
     ]
 
-.. _LoginRequiredMixin: https://docs.djangoproject.com/en/1.10/topics/auth/default/#the-loginrequired-mixin
+.. _LoginRequiredMixin: https://docs.djangoproject.com/en/dev/topics/auth/default/#the-loginrequired-mixin
diff --git a/docs/conf.py b/docs/conf.py
index a485d5be7..b83e0f061 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -60,18 +60,18 @@
 master_doc = "index"
 
 # General information about the project.
-project = u"Graphene Django"
-copyright = u"Graphene 2017"
-author = u"Syrus Akbary"
+project = "Graphene Django"
+copyright = "Graphene 2017"
+author = "Syrus Akbary"
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
 # built documents.
 #
 # The short X.Y version.
-version = u"1.0"
+version = "1.0"
 # The full version, including alpha/beta/rc tags.
-release = u"1.0.dev"
+release = "1.0.dev"
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
@@ -276,7 +276,7 @@
 # (source start file, target name, title,
 #  author, documentclass [howto, manual, or own class]).
 latex_documents = [
-    (master_doc, "Graphene.tex", u"Graphene Documentation", u"Syrus Akbary", "manual")
+    (master_doc, "Graphene.tex", "Graphene Documentation", "Syrus Akbary", "manual")
 ]
 
 # The name of an image file (relative to this directory) to place at the top of
@@ -317,7 +317,7 @@
 # One entry per manual page. List of tuples
 # (source start file, name, description, authors, manual section).
 man_pages = [
-    (master_doc, "graphene_django", u"Graphene Django Documentation", [author], 1)
+    (master_doc, "graphene_django", "Graphene Django Documentation", [author], 1)
 ]
 
 # If true, show URL addresses after external links.
@@ -334,7 +334,7 @@
     (
         master_doc,
         "Graphene-Django",
-        u"Graphene Django Documentation",
+        "Graphene Django Documentation",
         author,
         "Graphene Django",
         "One line description of project.",
diff --git a/docs/filtering.rst b/docs/filtering.rst
index 6fe7cabaa..fb737446d 100644
--- a/docs/filtering.rst
+++ b/docs/filtering.rst
@@ -2,8 +2,7 @@ Filtering
 =========
 
 Graphene integrates with
-`django-filter <https://django-filter.readthedocs.io/en/master/>`__ (2.x for
-Python 3 or 1.x for Python 2) to provide filtering of results. See the `usage
+`django-filter <https://django-filter.readthedocs.io/en/master/>`__ to provide filtering of results. See the `usage
 documentation <https://django-filter.readthedocs.io/en/master/guide/usage.html#the-filter>`__
 for details on the format for ``filter_fields``.
 
diff --git a/graphene_django/converter.py b/graphene_django/converter.py
index bd8f79d03..36116ed5a 100644
--- a/graphene_django/converter.py
+++ b/graphene_django/converter.py
@@ -1,4 +1,6 @@
 from collections import OrderedDict
+from functools import singledispatch
+
 from django.db import models
 from django.utils.encoding import force_str
 from django.utils.module_loading import import_string
@@ -26,9 +28,6 @@
 from .settings import graphene_settings
 from .compat import ArrayField, HStoreField, JSONField, RangeField
 from .fields import DjangoListField, DjangoConnectionField
-from .utils import import_single_dispatch
-
-singledispatch = import_single_dispatch()
 
 
 def convert_choice_name(name):
diff --git a/graphene_django/debug/sql/tracking.py b/graphene_django/debug/sql/tracking.py
index a7c9d8db0..aacd1a01c 100644
--- a/graphene_django/debug/sql/tracking.py
+++ b/graphene_django/debug/sql/tracking.py
@@ -5,7 +5,6 @@
 from threading import local
 from time import time
 
-import six
 from django.utils.encoding import force_str
 
 from .types import DjangoDebugSQL
@@ -77,7 +76,7 @@ def __init__(self, cursor, db, logger):
         self.logger = logger
 
     def _quote_expr(self, element):
-        if isinstance(element, six.string_types):
+        if isinstance(element, str):
             return "'%s'" % force_str(element).replace("'", "''")
         else:
             return repr(element)
diff --git a/graphene_django/fields.py b/graphene_django/fields.py
index fb6b98a4a..f0a382814 100644
--- a/graphene_django/fields.py
+++ b/graphene_django/fields.py
@@ -1,6 +1,5 @@
 from functools import partial
 
-import six
 from django.db.models.query import QuerySet
 from graphql_relay.connection.arrayconnection import connection_from_list_slice
 from promise import Promise
diff --git a/graphene_django/filter/filterset.py b/graphene_django/filter/filterset.py
index 7676ea85b..34108aea4 100644
--- a/graphene_django/filter/filterset.py
+++ b/graphene_django/filter/filterset.py
@@ -1,7 +1,7 @@
 import itertools
 
 from django.db import models
-from django_filters import Filter, MultipleChoiceFilter, VERSION
+from django_filters import Filter, MultipleChoiceFilter
 from django_filters.filterset import BaseFilterSet, FilterSet
 from django_filters.filterset import FILTER_FOR_DBFIELD_DEFAULTS
 
@@ -50,36 +50,6 @@ class GrapheneFilterSetMixin(BaseFilterSet):
     )
 
 
-# To support a Django 1.11 + Python 2.7 combination django-filter must be
-# < 2.x.x. To support the earlier version of django-filter, the
-# filter_for_reverse_field method must be present on GrapheneFilterSetMixin and
-# must not be present for later versions of django-filter.
-if VERSION[0] < 2:
-    from django.utils.text import capfirst
-
-    class GrapheneFilterSetMixinPython2(GrapheneFilterSetMixin):
-        @classmethod
-        def filter_for_reverse_field(cls, f, name):
-            """Handles retrieving filters for reverse relationships
-             We override the default implementation so that we can handle
-            Global IDs (the default implementation expects database
-            primary keys)
-            """
-            try:
-                rel = f.field.remote_field
-            except AttributeError:
-                rel = f.field.rel
-            default = {"name": name, "label": capfirst(rel.related_name)}
-            if rel.multiple:
-                # For to-many relationships
-                return GlobalIDMultipleChoiceFilter(**default)
-            else:
-                # For to-one relationships
-                return GlobalIDFilter(**default)
-
-    GrapheneFilterSetMixin = GrapheneFilterSetMixinPython2
-
-
 def setup_filterset(filterset_class):
     """ Wrap a provided filterset in Graphene-specific functionality
     """
diff --git a/graphene_django/filter/utils.py b/graphene_django/filter/utils.py
index c5f18e29c..ea4f8dc60 100644
--- a/graphene_django/filter/utils.py
+++ b/graphene_django/filter/utils.py
@@ -1,5 +1,3 @@
-import six
-
 from django_filters.utils import get_model_field
 from .filterset import custom_filterset_factory, setup_filterset
 
@@ -13,7 +11,7 @@ def get_filtering_args_from_filterset(filterset_class, type):
 
     args = {}
     model = filterset_class._meta.model
-    for name, filter_field in six.iteritems(filterset_class.base_filters):
+    for name, filter_field in filterset_class.base_filters.items():
         form_field = None
 
         if name in filterset_class.declared_filters:
diff --git a/graphene_django/forms/converter.py b/graphene_django/forms/converter.py
index 891645618..7b154b4ca 100644
--- a/graphene_django/forms/converter.py
+++ b/graphene_django/forms/converter.py
@@ -1,13 +1,11 @@
+from functools import singledispatch
+
 from django import forms
 from django.core.exceptions import ImproperlyConfigured
 
 from graphene import ID, Boolean, Float, Int, List, String, UUID, Date, DateTime, Time
 
 from .forms import GlobalIDFormField, GlobalIDMultipleChoiceField
-from ..utils import import_single_dispatch
-
-
-singledispatch = import_single_dispatch()
 
 
 @singledispatch
diff --git a/graphene_django/rest_framework/serializer_converter.py b/graphene_django/rest_framework/serializer_converter.py
index 82a113a29..b26e5e67e 100644
--- a/graphene_django/rest_framework/serializer_converter.py
+++ b/graphene_django/rest_framework/serializer_converter.py
@@ -1,3 +1,5 @@
+from functools import singledispatch
+
 from django.core.exceptions import ImproperlyConfigured
 from rest_framework import serializers
 
@@ -5,11 +7,8 @@
 
 from ..registry import get_global_registry
 from ..converter import convert_choices_to_named_enum_with_descriptions
-from ..utils import import_single_dispatch
 from .types import DictType
 
-singledispatch = import_single_dispatch()
-
 
 @singledispatch
 def get_graphene_type_from_serializer_field(field):
diff --git a/graphene_django/settings.py b/graphene_django/settings.py
index 666ad8a14..07cbba1ec 100644
--- a/graphene_django/settings.py
+++ b/graphene_django/settings.py
@@ -13,7 +13,6 @@
 """
 from __future__ import unicode_literals
 
-import six
 from django.conf import settings
 from django.test.signals import setting_changed
 
@@ -55,7 +54,7 @@ def perform_import(val, setting_name):
     """
     if val is None:
         return None
-    elif isinstance(val, six.string_types):
+    elif isinstance(val, str):
         return import_from_string(val, setting_name)
     elif isinstance(val, (list, tuple)):
         return [import_from_string(item, setting_name) for item in val]
diff --git a/graphene_django/tests/models.py b/graphene_django/tests/models.py
index 44a5d8a5c..708fe579a 100644
--- a/graphene_django/tests/models.py
+++ b/graphene_django/tests/models.py
@@ -1,7 +1,7 @@
 from __future__ import absolute_import
 
 from django.db import models
-from django.utils.translation import ugettext_lazy as _
+from django.utils.translation import gettext_lazy as _
 
 CHOICES = ((1, "this"), (2, _("that")))
 
@@ -46,7 +46,7 @@ class Reporter(models.Model):
         "Reporter Type",
         null=True,
         blank=True,
-        choices=[(1, u"Regular"), (2, u"CNN Reporter")],
+        choices=[(1, "Regular"), (2, "CNN Reporter")],
     )
 
     def __str__(self):  # __unicode__ on Python 2
@@ -105,7 +105,7 @@ class Article(models.Model):
         "Importance",
         null=True,
         blank=True,
-        choices=[(1, u"Very important"), (2, u"Not as important")],
+        choices=[(1, "Very important"), (2, "Not as important")],
     )
 
     def __str__(self):  # __unicode__ on Python 2
diff --git a/graphene_django/tests/test_command.py b/graphene_django/tests/test_command.py
index 8b0a8e6a0..6dfe330a6 100644
--- a/graphene_django/tests/test_command.py
+++ b/graphene_django/tests/test_command.py
@@ -1,8 +1,8 @@
 from textwrap import dedent
 
 from django.core import management
+from io import StringIO
 from mock import mock_open, patch
-from six import StringIO
 
 from graphene import ObjectType, Schema, String
 
diff --git a/graphene_django/tests/test_converter.py b/graphene_django/tests/test_converter.py
index 7f84de3ae..f1d1b9bb0 100644
--- a/graphene_django/tests/test_converter.py
+++ b/graphene_django/tests/test_converter.py
@@ -1,7 +1,7 @@
 import pytest
 from collections import namedtuple
 from django.db import models
-from django.utils.translation import ugettext_lazy as _
+from django.utils.translation import gettext_lazy as _
 from graphene import NonNull
 from py.test import raises
 
diff --git a/graphene_django/types.py b/graphene_django/types.py
index 0c0cb1cf5..9bb47b992 100644
--- a/graphene_django/types.py
+++ b/graphene_django/types.py
@@ -1,7 +1,7 @@
 import warnings
 from collections import OrderedDict
+from typing import Type
 
-import six
 from django.db.models import Model
 from django.utils.functional import SimpleLazyObject
 
@@ -21,9 +21,6 @@
     is_valid_django_model,
 )
 
-if six.PY3:
-    from typing import Type
-
 
 ALL_FIELDS = "__all__"
 
diff --git a/graphene_django/utils/__init__.py b/graphene_django/utils/__init__.py
index 9d8658b1f..671b0609a 100644
--- a/graphene_django/utils/__init__.py
+++ b/graphene_django/utils/__init__.py
@@ -4,7 +4,6 @@
     camelize,
     get_model_fields,
     get_reverse_fields,
-    import_single_dispatch,
     is_valid_django_model,
     maybe_queryset,
 )
@@ -16,6 +15,5 @@
     "get_model_fields",
     "camelize",
     "is_valid_django_model",
-    "import_single_dispatch",
     "GraphQLTestCase",
 ]
diff --git a/graphene_django/utils/utils.py b/graphene_django/utils/utils.py
index c1d3572f0..c5ea85bf5 100644
--- a/graphene_django/utils/utils.py
+++ b/graphene_django/utils/utils.py
@@ -1,9 +1,8 @@
 import inspect
 
-import six
 from django.db import models
 from django.db.models.manager import Manager
-from django.utils.encoding import force_text
+from django.utils.encoding import force_str
 from django.utils.functional import Promise
 
 from graphene.utils.str_converters import to_camel_case
@@ -26,14 +25,14 @@ def isiterable(value):
 
 def _camelize_django_str(s):
     if isinstance(s, Promise):
-        s = force_text(s)
-    return to_camel_case(s) if isinstance(s, six.string_types) else s
+        s = force_str(s)
+    return to_camel_case(s) if isinstance(s, str) else s
 
 
 def camelize(data):
     if isinstance(data, dict):
         return {_camelize_django_str(k): camelize(v) for k, v in data.items()}
-    if isiterable(data) and not isinstance(data, (six.string_types, Promise)):
+    if isiterable(data) and not isinstance(data, (str, Promise)):
         return [camelize(d) for d in data]
     return data
 
@@ -77,26 +76,3 @@ def get_model_fields(model):
 
 def is_valid_django_model(model):
     return inspect.isclass(model) and issubclass(model, models.Model)
-
-
-def import_single_dispatch():
-    try:
-        from functools import singledispatch
-    except ImportError:
-        singledispatch = None
-
-    if not singledispatch:
-        try:
-            from singledispatch import singledispatch
-        except ImportError:
-            pass
-
-    if not singledispatch:
-        raise Exception(
-            "It seems your python version does not include "
-            "functools.singledispatch. Please install the 'singledispatch' "
-            "package. More information here: "
-            "https://pypi.python.org/pypi/singledispatch"
-        )
-
-    return singledispatch
diff --git a/graphene_django/views.py b/graphene_django/views.py
index 4c58839ef..8d57d5088 100644
--- a/graphene_django/views.py
+++ b/graphene_django/views.py
@@ -2,7 +2,6 @@
 import json
 import re
 
-import six
 from django.http import HttpResponse, HttpResponseNotAllowed
 from django.http.response import HttpResponseBadRequest
 from django.shortcuts import render
@@ -314,7 +313,7 @@ def get_graphql_params(request, data):
         variables = request.GET.get("variables") or data.get("variables")
         id = request.GET.get("id") or data.get("id")
 
-        if variables and isinstance(variables, six.text_type):
+        if variables and isinstance(variables, str):
             try:
                 variables = json.loads(variables)
             except Exception:
@@ -331,7 +330,7 @@ def format_error(error):
         if isinstance(error, GraphQLError):
             return format_graphql_error(error)
 
-        return {"message": six.text_type(error)}
+        return {"message": str(error)}
 
     @staticmethod
     def get_content_type(request):
diff --git a/setup.py b/setup.py
index 560549a9d..3639fb147 100644
--- a/setup.py
+++ b/setup.py
@@ -1,5 +1,4 @@
 from setuptools import find_packages, setup
-import sys
 import ast
 import re
 
@@ -19,8 +18,7 @@
     "coveralls",
     "mock",
     "pytz",
-    "django-filter<2;python_version<'3'",
-    "django-filter>=2;python_version>='3'",
+    "django-filter>=2",
     "pytest-django>=3.3.2",
 ] + rest_framework_require
 
@@ -45,22 +43,18 @@
         "Development Status :: 3 - Alpha",
         "Intended Audience :: Developers",
         "Topic :: Software Development :: Libraries",
-        "Programming Language :: Python :: 2",
-        "Programming Language :: Python :: 2.7",
         "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.4",
-        "Programming Language :: Python :: 3.5",
         "Programming Language :: Python :: 3.6",
+        "Programming Language :: Python :: 3.7",
+        "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: Implementation :: PyPy",
     ],
     keywords="api graphql protocol rest relay graphene",
     packages=find_packages(exclude=["tests"]),
     install_requires=[
-        "six>=1.10.0",
         "graphene>=2.1.7,<3",
         "graphql-core>=2.1.0,<3",
-        "Django>=1.11",
-        "singledispatch>=3.4.0.3",
+        "Django>=1.11,!=2.0.*,!=2.1.*",
         "promise>=2.1",
     ],
     setup_requires=["pytest-runner"],
diff --git a/tox.ini b/tox.ini
index e7287ffb9..9354bdb17 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,14 +1,11 @@
 [tox]
 envlist =
-    py{27,35,36,37}-django{111,20,21,22,master},
-    py{36,37}-django30,
+    py{36,37,38}-django{111,django22,django30,master},
     black,flake8
 
 [travis:env]
 DJANGO =
     1.11: django111
-    2.0: django20
-    2.1: django21
     2.2: django22
     3.0: django30
     master: djangomaster
@@ -20,23 +17,21 @@ setenv =
     DJANGO_SETTINGS_MODULE=django_test_settings
 deps =
     -e.[test]
-    psycopg2
+    psycopg2-binary
     django111: Django>=1.11,<2.0
-    django20: Django>=2.0,<2.1
-    django21: Django>=2.1,<2.2
     django22: Django>=2.2,<3.0
     django30: Django>=3.0a1,<3.1
     djangomaster: https://github.com/django/django/archive/master.zip
 commands = {posargs:py.test --cov=graphene_django graphene_django examples}
 
 [testenv:black]
-basepython = python3.7
+basepython = python3.8
 deps = -e.[dev]
 commands  =
     black --exclude "/migrations/" graphene_django examples setup.py --check
 
 [testenv:flake8]
-basepython = python3.7
+basepython = python3.8
 deps = -e.[dev]
 commands =
     flake8 graphene_django examples