diff --git a/docker-compose.yml b/docker-compose.yml
index 55a97a29..d1229d97 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -22,7 +22,9 @@ services:
       - 5123:5123
     volumes:
       - "./data/uploads:/var/cdb/uploads"
+      - "./data/logs:/var/cdb/logs"
       - "./app:/source/app"
+      - "./utils:/source/utils"
       - "./migrations:/source/migrations"
     depends_on:
       - db
diff --git a/utils/import_nginx_logs.py b/utils/import_nginx_logs.py
new file mode 100755
index 00000000..e7f6a5de
--- /dev/null
+++ b/utils/import_nginx_logs.py
@@ -0,0 +1,149 @@
+# ContentDB
+# Copyright (C) 2022 rubenwardy
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Affero General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU Affero General Public License for more details.
+#
+# You should have received a copy of the GNU Affero General Public License
+# along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+import datetime
+import inspect
+import os
+import re
+import sys
+import gzip
+import user_agents
+from urllib.parse import urlparse, parse_qs, unquote
+
+if not "FLASK_CONFIG" in os.environ:
+	os.environ["FLASK_CONFIG"] = "../config.cfg"
+
+logs_dir = sys.argv[1].strip()
+if not os.path.isdir(logs_dir):
+	sys.exit(1)
+
+# Allow finding the `app` module
+currentdir = os.path.dirname(os.path.abspath(inspect.getfile(inspect.currentframe())))
+parentdir = os.path.dirname(currentdir)
+sys.path.insert(0,parentdir)
+
+from app.models import db, Package, PackageDailyStats
+
+url_re = re.compile(r"\/packages\/([^\/]+)\/([^\/]+)\/releases\/[0-9]+\/download\/[^ ]*")
+dt_re = re.compile(r"\[(\d+\/\w+\/[\d: +-]+)\]")
+ua_re = re.compile(r"\"([^\"]+)\"$")
+
+row_lookup = {}
+package_id_by_key = {}
+for package in Package.query.all():
+	package_id_by_key[f"{package.author.username}/{package.name}".lower()] = package.id
+
+log_files = [f for f in os.listdir(logs_dir) if os.path.isfile(os.path.join(logs_dir, f))]
+
+ua_is_bot = {}
+
+
+def my_open(path):
+	if path.endswith(".gz"):
+		return gzip.open(path, "rt")
+	else:
+		return open(path, "r")
+
+
+for log_file in log_files:
+	print(f"Importing from {log_file}")
+	with my_open(os.path.join(logs_dir, log_file)) as infile:
+		line_no = 1
+		for line in infile:
+			if "/download/" not in line:
+				continue
+
+			line_no += 1
+
+			url_match = url_re.search(line)
+			if url_match is None:
+				continue
+
+			url = url_match.group(0)
+			author = unquote(url_match.group(1))
+			name = url_match.group(2)
+
+			parsed_url = urlparse(url)
+			reason = parse_qs(parsed_url.query).get("reason")
+			if reason:
+				reason = reason[0]
+
+			dt_match = dt_re.search(line)
+			assert dt_match
+			dt = datetime.datetime.strptime(dt_match.group(1), "%d/%b/%Y:%H:%M:%S %z")
+			dt = datetime.datetime.utcfromtimestamp(dt.timestamp())
+			date = dt.date()
+
+			if date >= datetime.date(2022, 11, 6):
+				continue
+
+			# print(line)
+
+			ua_match = ua_re.search(line)
+			if ua_match is None:
+				print("No UA: " + line)
+				continue
+
+			ua = ua_match.group(1)
+			is_bot = ua_is_bot.get(ua)
+			if is_bot:
+				continue
+			if is_bot is None:
+				user_agent = user_agents.parse(ua)
+				ua_is_bot[ua] = user_agent.is_bot
+				if user_agent.is_bot:
+					continue
+
+			package_key = f"{author}/{name}".lower()
+			package_id = package_id_by_key.get(package_key)
+			if package_id is None:
+				print(f"Package not found: {package_key}")
+				continue
+
+			key = f"{date.isoformat()}/{package_id}"
+			# print(author, name, reason, ua, date, key)
+
+			row = row_lookup.get(key)
+			if not row:
+				row = PackageDailyStats()
+				row.date = date
+				row.package_id = package_id
+
+				row.platform_minetest = 0
+				row.platform_other = 0
+				row.reason_new = 0
+				row.reason_dependency = 0
+				row.reason_update = 0
+
+				db.session.add(row)
+				row_lookup[key] = row
+
+			if ua.startswith("Minetest/"):
+				row.platform_minetest += 1
+			else:
+				row.platform_other += 1
+
+			if reason == "new":
+				row.reason_new += 1
+			elif reason == "dependency":
+				row.reason_dependency += 1
+			elif reason == "update":
+				row.reason_update += 1
+
+			# if line_no > 1000:
+			# 	break
+
+db.session.commit()