diff --git a/borgweb/borg/models/repo.py b/borgweb/borg/models/repo.py
index 94ad1f7..904a6e5 100644
--- a/borgweb/borg/models/repo.py
+++ b/borgweb/borg/models/repo.py
@@ -1,7 +1,7 @@
 from django.db import models
 from datetime import datetime, timedelta
 from ..utility.time import seconds_to_string
-from ..utility.data import bytes_to_string
+from ..utility.data import bytes_to_string, convert_bytes
 from . import Label
 
 
@@ -46,12 +46,15 @@ class Repo(models.Model):
     def size(self):
         if self.archive_set.all().exists():
             cache = self.latest_archive().cache
-            return f"{bytes_to_string(cache.unique_csize)}"
+            return cache.unique_csize
         else:
-            return "No archives stored"
+            return 0
 
-    def recent_errors(self):
-        days = 7
+    def size_string(self):
+        size = self.size()
+        return bytes_to_string(size)
+
+    def recent_errors(self, days: int = 7):
         days_ago = (datetime.utcnow() - timedelta(days=days))
         errors = self.label.errors.all().filter(time__gt=days_ago)
         return errors
@@ -71,21 +74,57 @@ class Repo(models.Model):
                 days.append(len(cday_archives) > 0)
         return days
 
-    def get_archive_hours_dict(self):
-        if self.archive_set.all().exists():
-            return {"id": self.id,
-                    "label": self.label.label,
-                    "hours": self.get_archive_hours()}
-        else:
-            return {"id": self.id,
-                    "label": self.label.label,
-                    "hours": []}
+    def daily_dict(self, units, n_hours: int = 24):
+        archives = self.daily_archives(n_hours)
+        return {
+            "id": self.id,
+            "label": self.label.label,
+            "daily_size": list(reversed(self.series_csize(archives, units)))
+        }
 
-    def get_archive_hours(self):
-        hours = []
-        for hour in range(24):
-            chour = datetime.utcnow() - timedelta(hours=hour)
-            cday_archives = self.archive_set.all().filter(start__date=chour.date()).filter(start__hour=chour.hour)
-            hours.append(len(cday_archives) > 0)
-        hours = ''.join(['H' if hour is True else '-' for hour in hours])
-        return hours
+    @staticmethod
+    def series_times(archives):
+        return [archive.start if archive is not None else None for archive in archives]
+
+    @staticmethod
+    def series_csize(archives, units=None):
+        return [convert_bytes(archive.cache.unique_csize, units)[0]
+                if archive is not None else None for archive in archives]
+
+    @staticmethod
+    def series_csize_pretty(archives):
+        return [archive.cache.unique_csize if archive is not None else None for archive in archives]
+
+    @staticmethod
+    def series_success_string(archives):
+        return ''.join(['H' if archive is not None else '-' for archive in archives])
+
+    def hourly_archive_string(self):
+        return ''.join(['H' if archive is not None else '-' for archive in self.hourly_archives(24)])
+
+    def daily_archives(self, n_days: int = 24):
+        archives = []
+        for day in range(n_days):
+            current_date = (datetime.utcnow() - timedelta(days=day)).date()
+            archive_current_date = self.archive_set.all()\
+                .filter(start__date=current_date)\
+                .order_by('-start')
+            if len(archive_current_date) > 0:
+                archives.append(archive_current_date[0])
+            else:
+                archives.append(None)
+        return archives
+
+    def hourly_archives(self, n_hours: int = 24):
+        archives = []
+        for hour in range(n_hours):
+            current_hour = datetime.utcnow() - timedelta(hours=hour)
+            archives_hour = self.archive_set.all()\
+                .filter(start__date=current_hour.date())\
+                .filter(start__hour=current_hour.hour)\
+                .order_by('-start')
+            if len(archives_hour) > 0:
+                archives.append(archives_hour[0])
+            else:
+                archives.append(None)
+        return archives
diff --git a/borgweb/borg/static/js/index.js b/borgweb/borg/static/js/index.js
index a329642..a89abc7 100644
--- a/borgweb/borg/static/js/index.js
+++ b/borgweb/borg/static/js/index.js
@@ -1,7 +1,46 @@
 window.addEventListener("DOMContentLoaded", function () {
+    const repoDict = JSON.parse(document.getElementById('hour_list').textContent);
+    set_daily_graph(repoDict)
+}, false);
 
-    const hour_json = JSON.parse(document.getElementById('hour_list').textContent);
-    hour_json.forEach(function (repo) {
-        console.log(repo.hours);
+function set_daily_graph(repoDict) {
+    const labels = repoDict.date_labels;
+    const y_units = repoDict.units
+
+    var datasets = []
+    repoDict.repos.forEach(function (repo) {
+        datasets.push({label: repo.label,
+            data: repo.daily_size,
+            fill: false,
+            tension: 0.1,
+            borderColor: 'rgb(75, 192, 192)'});
     })
-}, false);
\ No newline at end of file
+
+    const data = {
+      labels: labels,
+      datasets: datasets
+    };
+
+    const config = {
+        type: 'line',
+        data,
+        options: {
+            scales: {
+            y: {
+                ticks: {
+                    display: true,
+                    grid: false,
+                    callback: function(value, index, values) {
+                        return  value + " " + y_units;
+                    }
+                }
+            }
+        }
+        }
+    };
+
+    var myChart = new Chart(
+        document.getElementById('backup_csize_hourly'),
+        config
+    );
+}
\ No newline at end of file
diff --git a/borgweb/borg/templates/borg/index.html b/borgweb/borg/templates/borg/index.html
index 1f50022..7055a99 100644
--- a/borgweb/borg/templates/borg/index.html
+++ b/borgweb/borg/templates/borg/index.html
@@ -31,11 +31,11 @@
                 </dl>
                 <dl class="row">
                     <dt class="col-sm-3">Hourly backups:</dt>
-                    <dd class="col-sm-9">{{ repo.get_archive_hours }}</dd>
+                    <dd class="col-sm-9">{{ repo.hourly_archive_string }}</dd>
                 </dl>
                 <dl class="row">
                     <dt class="col-sm-3">Size:</dt>
-                    <dd class="col-sm-9">{{ repo.size }}</dd>
+                    <dd class="col-sm-9">{{ repo.size_string }}</dd>
                 </dl>
                 {% if repo.recent_errors|length > 0 %}
                 <dl class="row">
@@ -53,6 +53,9 @@
     {% else %}
         <p>No repos found.</p>
     {% endif %}
+    <div class="col-md-4 rounded float-xl-left">
+    <canvas id="backup_csize_hourly" width="200" height="100"></canvas>
+    </div>
 </div>
 </body>
 </html>
\ No newline at end of file
diff --git a/borgweb/borg/utility/data.py b/borgweb/borg/utility/data.py
index 8862f58..e9e0802 100644
--- a/borgweb/borg/utility/data.py
+++ b/borgweb/borg/utility/data.py
@@ -1,11 +1,24 @@
 from math import floor, log
 
+bytes_in_unit = 1024    # Kibibyte
+units = ("B", "KiB", "MiB", "GiB", "TiB", "PiB", "EiB", "ZiB", "YiB", "HiB")
+# bytes_in_unit = 1000  # Kilobyte
+# units = ("B", "KB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB", "HB")
 
-def bytes_to_string(bytes: int):
-    suffixes = ("B", "KB", "MB", "GB", "TB", "PB", "EB", "ZB", "YB", "HB")
-    if bytes == 0:
-        return f"0{suffixes[0]}"
+
+def convert_bytes(c_bytes: int, unit: str = None) -> (float, str):
+    if c_bytes == 0:
+        return 0, units[0] if unit is None else unit
+
+    if unit is None:
+        index = int(floor(log(c_bytes, bytes_in_unit)))
     else:
-        index = int(floor(log(bytes, 1024)))
-        s = round(bytes / pow(1024, index), 2)
-        return f"{s}{suffixes[index]}"
+        index = units.index(unit)
+
+    result = round(c_bytes / pow(bytes_in_unit, index), 2)
+    return result, units[index]
+
+
+def bytes_to_string(c_bytes: int, unit: str = None) -> str:
+    n_bytes, unit = convert_bytes(c_bytes, unit)
+    return f"{n_bytes} {unit}"
diff --git a/borgweb/borg/views.py b/borgweb/borg/views.py
index 18d0ad5..18dd5bb 100644
--- a/borgweb/borg/views.py
+++ b/borgweb/borg/views.py
@@ -5,19 +5,36 @@ from .models import Repo, Label, Archive, Cache, Error
 from django.urls import reverse
 from .forms import RepoForm, ArchiveForm, ErrorForm
 from django.contrib.auth.decorators import permission_required
+from .utility import data
+from datetime import datetime, timedelta
 
 
 def index(request):
     repo_list = Repo.objects.all()
 
-    hour_list = [repo.get_archive_hours_dict() for repo in repo_list]
+    repo_dict = repo_daily_dict(repo_list, 24)
+
     context = {
         'repo_list': repo_list,
-        'hour_list': hour_list
+        'hour_list': repo_dict
     }
     return render(request, 'borg/index.html', context)
 
 
+def repo_daily_dict(repo_list, n_days=14):
+    date_labels = list(reversed([(datetime.utcnow() - timedelta(days=day)).strftime("%d %b") for day in range(n_days)]))
+    max_repo_size = max(repo.latest_archive().cache.unique_csize for repo in repo_list)
+    _, max_unit = data.convert_bytes(max_repo_size)
+
+    repo_dicts = [repo.daily_dict(max_unit, n_days) for repo in repo_list]
+
+    return {
+        "date_labels": date_labels,
+        "repos": repo_dicts,
+        "units": max_unit
+    }
+
+
 @permission_required("borg.add_repo")
 def get_repo(request):
     if request.method == 'POST':