diff --git a/apiserver/.gitignore b/apiserver/.gitignore
index cd3de99..9ba3c0e 100644
--- a/apiserver/.gitignore
+++ b/apiserver/.gitignore
@@ -114,3 +114,4 @@ missing_paypal/
 backups/
 secrets.py
 old_counts.csv
+scans.csv
diff --git a/apiserver/apiserver/api/models.py b/apiserver/apiserver/api/models.py
index 983c8d9..449b797 100644
--- a/apiserver/apiserver/api/models.py
+++ b/apiserver/apiserver/api/models.py
@@ -141,6 +141,10 @@ class StatsSignupCount(models.Model):
     retain_count = models.IntegerField(default=0)
     vetted_count = models.IntegerField(default=0)
 
+class StatsSpaceActivity(models.Model):
+    date = models.DateField(default=today_alberta_tz)
+    card_scans = models.IntegerField()
+
 class HistoryIndex(models.Model):
     content_type = models.ForeignKey(ContentType, null=True, on_delete=models.SET_NULL)
     object_id = models.PositiveIntegerField()
diff --git a/apiserver/import_card_scans.py b/apiserver/import_card_scans.py
new file mode 100644
index 0000000..9774eaf
--- /dev/null
+++ b/apiserver/import_card_scans.py
@@ -0,0 +1,43 @@
+# Expects a scans.csv of the historical scans in format:
+# date,card_number
+
+import django, sys, os
+os.environ['DJANGO_SETTINGS_MODULE'] = 'apiserver.settings'
+django.setup()
+
+import csv
+from datetime import datetime
+from apiserver.api import models
+from django.utils.timezone import now, pytz
+
+days = {}
+
+with open('scans.csv', newline='') as csvfile:
+    reader = csv.DictReader(csvfile)
+    for row in reader:
+        datetime_obj = datetime.strptime(row['date'], "%Y-%m-%d %H:%M:%S")
+        datetime_obj_utc = datetime_obj.replace(tzinfo=pytz.timezone('UTC'))
+        date = datetime_obj_utc.astimezone(pytz.timezone('America/Edmonton'))
+
+        card = row['card_number']
+
+        print('Processing', date, card)
+        day = str(date.date())
+
+        if day not in days:
+            days[day] = set()
+
+        days[day].add(card)
+
+print(days)
+
+for day, cards in days.items():
+    print(day, len(cards))
+
+    models.StatsSpaceActivity.objects.update_or_create(
+        date=day,
+        defaults=dict(card_scans=len(cards)),
+    )
+
+print('Done.')
+