diff --git a/lib/datasource/pypi.js b/lib/datasource/pypi.js
index 8ea65da41b6144b8b1975d4259842c106f1e0753..e52e4b18e0c72f9b6b940301109e4561dd413183 100644
--- a/lib/datasource/pypi.js
+++ b/lib/datasource/pypi.js
@@ -16,6 +16,7 @@ function normalizeName(input) {
 const changelogUrls = {
   'pytest-django':
     'https://pytest-django.readthedocs.io/en/latest/changelog.html#changelog',
+  django: 'https://github.com/django/django/tree/master/docs/releases',
 };
 
 async function getPkgReleases(purl, config = {}) {
@@ -59,6 +60,7 @@ async function getPkgReleases(purl, config = {}) {
     }
     const manualRepositories = {
       mkdocs: 'https://github.com/mkdocs/mkdocs',
+      pillow: 'https://github.com/python-pillow/Pillow',
     };
     dependency.repositoryUrl =
       dependency.repositoryUrl || manualRepositories[depName.toLowerCase()];