diff --git a/mwmbl/crawler/stats.py b/mwmbl/crawler/stats.py
new file mode 100644
index 0000000..c71973c
--- /dev/null
+++ b/mwmbl/crawler/stats.py
@@ -0,0 +1,77 @@
+import gzip
+import json
+from datetime import datetime
+from glob import glob
+from itertools import islice
+from logging import getLogger
+from urllib.parse import urlparse
+
+from redis import Redis
+
+from mwmbl.crawler.batch import HashedBatch
+from mwmbl.indexer.update_urls import get_datetime_from_timestamp
+
+logger = getLogger(__name__)
+
+URL_DATE_COUNT_KEY = "url-count-{date}"
+URL_HOUR_COUNT_KEY = "url-count-hour-{hour}"
+USER_COUNT_KEY = "user-count-{date}"
+HOST_COUNT_KEY = "host-count-{date}"
+EXPIRE_SECONDS = 60*60*24
+
+
+class StatsManager:
+    def __init__(self, redis: Redis):
+        self.redis = redis
+
+    def record_batch(self, hashed_batch: HashedBatch):
+        date_time = get_datetime_from_timestamp(hashed_batch.timestamp)
+
+        num_crawled_urls = sum(1 for item in hashed_batch.items if item.content is not None)
+
+        url_count_key = URL_DATE_COUNT_KEY.format(date=date_time.date)
+        self.redis.incrby(url_count_key, num_crawled_urls)
+        self.redis.expire(url_count_key, EXPIRE_SECONDS)
+
+        hour = datetime(date_time.year, date_time.month, date_time.day, date_time.hour)
+        hour_key = URL_HOUR_COUNT_KEY.format(hour=hour)
+        self.redis.incrby(hour_key, num_crawled_urls)
+        self.redis.expire(hour_key, EXPIRE_SECONDS)
+
+        user_count_key = USER_COUNT_KEY.format(date=date_time.date)
+        self.redis.zincrby(user_count_key, num_crawled_urls, hashed_batch.user_id_hash)
+        self.redis.expire(user_count_key, EXPIRE_SECONDS)
+
+        host_key = HOST_COUNT_KEY.format(date=date_time.date)
+        for item in hashed_batch.items:
+            if item.content is None:
+                continue
+
+            host = urlparse(item.url).netloc
+            self.redis.zincrby(host_key, 1, host)
+        self.redis.expire(host_key, EXPIRE_SECONDS)
+
+    def get_stats(self):
+        pass
+
+
+def get_test_batches():
+    for path in glob("./devdata/batches/**/*.json.gz", recursive=True):
+        print("Processing path", path)
+        with gzip.open(path) as gzip_file:
+            yield HashedBatch.parse_raw(gzip_file.read())
+
+
+if __name__ == '__main__':
+    redis = Redis(host='localhost', port=6379, decode_responses=True)
+    stats = StatsManager(redis)
+    batches = get_test_batches()
+    start = datetime.now()
+    processed = 0
+    for batch in islice(batches, 100):
+        stats.record_batch(batch)
+        processed += 1
+    total_time = (datetime.now() - start).total_seconds()
+    print("Processed", processed)
+    print("Total time", total_time)
+    print("Time per batch", total_time/processed)
diff --git a/poetry.lock b/poetry.lock
index 6c15500..f2e3102 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -40,6 +40,18 @@ typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
 [package.extras]
 tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
 
+[[package]]
+name = "async-timeout"
+version = "4.0.3"
+description = "Timeout context manager for asyncio programs"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
+    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
+]
+
 [[package]]
 name = "attrs"
 version = "23.1.0"
@@ -538,6 +550,105 @@ files = [
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
 ]
 
+[[package]]
+name = "hiredis"
+version = "2.2.3"
+description = "Python wrapper for hiredis"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "hiredis-2.2.3-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:15c2a551f3b8a26f7940d6ee10b837810201754b8d7e6f6b1391655370882c5a"},
+    {file = "hiredis-2.2.3-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:60c4e3c258eafaab21b174b17270a0cc093718d61cdbde8c03f85ec4bf835343"},
+    {file = "hiredis-2.2.3-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:cc36a9dded458d4e37492fe3e619c6c83caae794d26ad925adbce61d592f8428"},
+    {file = "hiredis-2.2.3-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:4ed68a3b1ccb4313d2a42546fd7e7439ad4745918a48b6c9bcaa61e1e3e42634"},
+    {file = "hiredis-2.2.3-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:3bf4b5bae472630c229518e4a814b1b68f10a3d9b00aeaec45f1a330f03a0251"},
+    {file = "hiredis-2.2.3-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:33a94d264e6e12a79d9bb8af333b01dc286b9f39c99072ab5fef94ce1f018e17"},
+    {file = "hiredis-2.2.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3fa6811a618653164f918b891a0fa07052bd71a799defa5c44d167cac5557b26"},
+    {file = "hiredis-2.2.3-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:af33f370be90b48bbaf0dab32decbdcc522b1fa95d109020a963282086518a8e"},
+    {file = "hiredis-2.2.3-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:b9953d87418ac228f508d93898ab572775e4d3b0eeb886a1a7734553bcdaf291"},
+    {file = "hiredis-2.2.3-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:5e7bb4dd524f50b71c20ef5a12bd61da9b463f8894b18a06130942fe31509881"},
+    {file = "hiredis-2.2.3-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:89a258424158eb8b3ed9f65548d68998da334ef155d09488c5637723eb1cd697"},
+    {file = "hiredis-2.2.3-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9f4a65276f6ecdebe75f2a53f578fbc40e8d2860658420d5e0611c56bbf5054c"},
+    {file = "hiredis-2.2.3-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:334f2738700b20faa04a0d813366fb16ed17287430a6b50584161d5ad31ca6d7"},
+    {file = "hiredis-2.2.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:d194decd9608f11c777946f596f31d5aacad13972a0a87829ae1e6f2d26c1885"},
+    {file = "hiredis-2.2.3.tar.gz", hash = "sha256:e75163773a309e56a9b58165cf5a50e0f84b755f6ff863b2c01a38918fe92daa"},
+]
+
 [[package]]
 name = "idna"
 version = "3.3"
@@ -1536,6 +1647,26 @@ files = [
 [package.extras]
 full = ["numpy"]
 
+[[package]]
+name = "redis"
+version = "5.0.1"
+description = "Python client for Redis database and key-value store"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "redis-5.0.1-py3-none-any.whl", hash = "sha256:ed4802971884ae19d640775ba3b03aa2e7bd5e8fb8dfaed2decce4d0fc48391f"},
+    {file = "redis-5.0.1.tar.gz", hash = "sha256:0dab495cd5753069d3bc650a0dde8a8f9edde16fc5691b689a566eda58100d0f"},
+]
+
+[package.dependencies]
+async-timeout = {version = ">=4.0.2", markers = "python_full_version <= \"3.11.2\""}
+hiredis = {version = ">=1.0.0", optional = true, markers = "extra == \"hiredis\""}
+
+[package.extras]
+hiredis = ["hiredis (>=1.0.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
+
 [[package]]
 name = "requests"
 version = "2.31.0"
@@ -2299,4 +2430,4 @@ indexer = ["ujson", "warcio", "idna", "beautifulsoup4", "lxml", "langdetect", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.11"
-content-hash = "0f7cb7135a2dd6ec11e37eb3bbc28071662f80a8ec40398db62c411992bd1b2a"
+content-hash = "fe5f238c57ec2d09acb6bdf8f46f33c7bbe499f68a7e34ab7bca1336e0ae881c"
diff --git a/pyproject.toml b/pyproject.toml
index c52dd5f..4a4a725 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,6 +36,7 @@ Levenshtein = {version= "==0.16.0", optional = true}
 django = "^4.2.4"
 django-ninja = "^0.22.2"
 requests-cache = "^1.1.0"
+redis = {extras = ["hiredis"], version = "^5.0.1"}
 
 [tool.poetry.extras]
 indexer = [