diff --git a/src/gameservers/admin.py b/src/gameservers/admin.py
index 78378a0..90e300d 100644
--- a/src/gameservers/admin.py
+++ b/src/gameservers/admin.py
@@ -1,16 +1,10 @@
 from django.contrib import admin
 
-from .models import Server, PopulationHistory
+from .models import Server
 
 class ServerAdmin(admin.ModelAdmin):
     list_display = ['title', 'site_url']
     search_fields = ['title']
 
-class PopulationHistoryAdmin(admin.ModelAdmin):
-    list_display = ['timestamp', 'players', 'server']
-    list_filter = ['timestamp']
-    search_fields = ['server__title']
-
 admin.site.register(Server, ServerAdmin)
-admin.site.register(PopulationHistory, PopulationHistoryAdmin)
 
diff --git a/src/gameservers/migrations/0008_auto_20150223_1713.py b/src/gameservers/migrations/0008_auto_20150223_1713.py
new file mode 100644
index 0000000..2ba771d
--- /dev/null
+++ b/src/gameservers/migrations/0008_auto_20150223_1713.py
@@ -0,0 +1,21 @@
+# -*- coding: utf-8 -*-
+from __future__ import unicode_literals
+
+from django.db import models, migrations
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('gameservers', '0007_auto_20150218_2107'),
+    ]
+
+    operations = [
+        migrations.RemoveField(
+            model_name='populationhistory',
+            name='server',
+        ),
+        migrations.DeleteModel(
+            name='PopulationHistory',
+        ),
+    ]
diff --git a/src/gameservers/models.py b/src/gameservers/models.py
index 624787e..209fd50 100644
--- a/src/gameservers/models.py
+++ b/src/gameservers/models.py
@@ -1,5 +1,11 @@
+
+import datetime
+
 from django.db import models
 
+import redis
+
+
 class Server(models.Model):
     title = models.CharField(max_length=255)
     game_url = models.URLField()
@@ -12,14 +18,29 @@ class Server(models.Model):
     def __str__(self):
         return self.title
 
-class PopulationHistory(models.Model):
-    timestamp = models.DateTimeField(auto_now_add=True)
-    server = models.ForeignKey(Server)
-    players = models.PositiveIntegerField()
 
-    class Meta:
-        ordering = ['-timestamp', 'server']
+class PlayerHistory(object):
+    def __init__(self, redis_settings=dict(host='localhost', port=6379, db=0)):
+        self.redis = redis.StrictRedis(**redis_settings)
 
-    def __str__(self):
-        return '{} {}'.format(self.timestamp, self.server.title)
+        # 2688 = 4 times per hour * 24 hours * 7 days * 4 weeks
+        self.max_points = 2688
+
+    def add_point(self, server, time, players):
+        '''Add a new point in the player history.'''
+        self.redis.lpush(server, '{},{}'.format(time, players))
+
+    def trim_points(self, server):
+        '''Trim away too old points in the player history.'''
+        self.redis.ltrim(server, 0, self.max_points)
+
+    def get_points(self, server):
+        '''Get a range of points from the player history.'''
+        # TODO: not memory efficient, turn into a generator instead?
+        points = []
+        for tmp in self.redis.lrange(server, 0, self.max_points):
+            time, players = tmp.split(',')
+            time, players = datetime.datetime.fromtimestamp(float(time)), int(players)
+            points.append((time, players))
+        return points