diff --git a/inventory/host_vars/elections01.phx2.fedoraproject.org b/inventory/host_vars/elections01.phx2.fedoraproject.org
index d226074601..99c8b5f66e 100644
--- a/inventory/host_vars/elections01.phx2.fedoraproject.org
+++ b/inventory/host_vars/elections01.phx2.fedoraproject.org
@@ -10,3 +10,8 @@ volgroup: /dev/vg_guests
 eth0_ip: 10.5.126.107
 vmhost: virthost19.phx2.fedoraproject.org
 datacenter: phx2
+
+# GDPR SAR variables - datanommer/datagrepper
+sar_script: /usr/local/bin/elections_sar.py
+sar_script_user: apache
+sar_output_file: elections.json
diff --git a/roles/elections/tasks/main.yml b/roles/elections/tasks/main.yml
index 0d7f552fd7..f848eb291f 100644
--- a/roles/elections/tasks/main.yml
+++ b/roles/elections/tasks/main.yml
@@ -74,3 +74,15 @@
   tags:
   - selinux
   - elections
+
+- name: Install the SAR script for elections
+  template: src={{ item.file }}
+            dest="{{ item.location }}/{{ item.file }}"
+            owner=apache group=apache mode=0700
+  with_items:
+  - { file: elections_sar.py, location: /usr/local/bin/elections_sar.py }
+  tags:
+  - config
+  - elections
+  - SAR
+  - GDPR
diff --git a/roles/elections/templates/elections_sar.py b/roles/elections/templates/elections_sar.py
new file mode 100644
index 0000000000..e788ac7685
--- /dev/null
+++ b/roles/elections/templates/elections_sar.py
@@ -0,0 +1,64 @@
+#!/usr/bin/python
+
+from __future__ import unicode_literals, print_function
+
+import json
+import os
+import sys
+
+import sqlalchemy
+
+
+if 'FEDORA_ELECTIONS_CONFIG' not in os.environ \
+        and os.path.exists('/etc/fedora-elections/fedora-elections.cfg'):
+    os.environ['FEDORA_ELECTIONS_CONFIG'] = '/etc/fedora-elections/'\
+        'fedora-elections.cfg'
+
+
+from fedora_elections import SESSION
+from fedora_elections import models
+
+
+def get_candidate_users(session, username):
+    ''' Return all fedora_elections.models.Candidate related to the username
+    provided
+    '''
+    query = SESSION.query(
+        models.Candidate
+    ).filter(
+        sqlalchemy.or_(
+            models.Candidate.name.ilike('%{0}%'.format(username)),
+            models.Candidate.fas_name.ilike('%s%'.format(username))
+        )
+    )
+
+    return query.all()
+
+
+def main():
+    ''' Prints out all the election involving the username specified in the
+    SAR_USERNAME environment variable.
+    '''
+
+    username = os.getenv('SAR_USERNAME')
+    if not username:
+        print('An username is required to query datagrepper')
+        return 1
+
+    output = {}
+    output['candidates'] = []
+
+    for candidate in get_candidate_users(SESSION, username):
+        tmp = candidate.to_json()
+        tmp['election'] = candidate.election.to_json()
+        output['candidates'].append(tmp)
+
+    SESSION.remove()
+
+    print(json.dumps(
+        output, sort_keys=True, indent=4, separators=(',', ': ')
+    ).encode('utf-8'))
+
+
+if __name__ == '__main__':
+    sys.exit(main())