diff --git a/setup.py b/setup.py
index c6d698b4d..77ae89cb8 100644
--- a/setup.py
+++ b/setup.py
@@ -161,6 +161,8 @@ def remove_extension(pattern):
         name="torchdata",
         version=VERSION,
         description="Composable data loading modules for PyTorch",
+        long_description=Path("README.md").read_text(encoding="utf-8"),
+        long_description_content_type="text/markdown",
         url="https://github.com/pytorch/data",
         author="PyTorch Team",
         author_email="packages@pytorch.org",
@@ -176,6 +178,7 @@ def remove_extension(pattern):
             "Programming Language :: Python :: 3.8",
             "Programming Language :: Python :: 3.9",
             "Programming Language :: Python :: 3.10",
+            "Programming Language :: Python :: 3.11",
             "Programming Language :: Python :: Implementation :: CPython",
             "Topic :: Scientific/Engineering :: Artificial Intelligence",
         ],