diff --git a/.travis.yml b/.travis.yml
index 324b044..4379243 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -4,21 +4,21 @@ language: python
 
 matrix:
   include:
+    - python: 3.8
+      env: TOX_ENV=py38
+    - python: 3.7
+      env: TOX_ENV=py37
     - python: 3.6
       env: TOX_ENV=py36
     - python: 3.5
       env: TOX_ENV=py35
-    - python: 3.4
-      env: TOX_ENV=py34
-    - python: 2.7
-      env: TOX_ENV=py27
     - python: pypy
       env: TOX_ENV=pypy
-    - python: 3.6
+    - python: 3.8
       env: TOX_ENV=flake8
 
 # Use tox to run tests on Travis-CI to keep one unified method of running tests in any environment
-install: 
+install:
   - pip install coverage coveralls tox
 
 # Command to run tests, e.g. python setup.py test
diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index e6ae58a..092e73a 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -99,7 +99,7 @@ Before you submit a pull request, check that it meets these guidelines:
 2. If the pull request adds functionality, the docs should be updated. Put
    your new functionality into a function with a docstring, and add the
    feature to the list in README.rst.
-3. The pull request should work for Python 2.7, 3.4, 3.5, 3.6, and PyPy. Check
+3. The pull request should work for Python 3.5, 3.6, 3.7, 3.8 and PyPy. Check
    https://travis-ci.org/bndr/pipreqs/pull_requests and make sure that the
    tests pass for all supported Python versions.
 
diff --git a/setup.py b/setup.py
index 1afa42f..171f2c5 100755
--- a/setup.py
+++ b/setup.py
@@ -44,12 +44,11 @@ setup(
         'Intended Audience :: Developers',
         'License :: OSI Approved :: Apache Software License',
         'Natural Language :: English',
-        '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',
     ],
     test_suite='tests',
     entry_points={
diff --git a/tox.ini b/tox.ini
index 28a1dfa..a9bd69e 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist = py27, py34, py35, py36, pypy, flake8
+envlist = py35, py36, py37, py38, pypy, flake8
 
 [testenv]
 setenv =
@@ -9,7 +9,7 @@ deps =
     -r{toxinidir}/requirements.txt
 
 [testenv:flake8]
-basepython = python3.6
+basepython = python3.8
 commands = flake8 pipreqs
 deps =
     -r{toxinidir}/requirements.txt