diff --git a/docs/index.md b/docs/index.md
index b59615a..bbc22a0 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -3,7 +3,7 @@
 
 # storysniffer
 
-Inspect a URL and estimate if it links to news story.
+Inspect a URL and estimate if it contains a news story.
 
 ## Getting started
 
@@ -48,7 +48,7 @@ However, because its training sample is limited to links published on news homep
 
 ## Credits
 
-Past work on this project was sponosored by The Reynolds Journalism Institute and the University of Missouri.
+Past work on this project was sponsored by The Reynolds Journalism Institute and the University of Missouri.
 
 ## Links
 
diff --git a/setup.py b/setup.py
index d324f24..fd566f8 100644
--- a/setup.py
+++ b/setup.py
@@ -43,7 +43,7 @@ def local_version(version):
 
 setup(
     name="storysniffer",
-    description="Inspect a URL and estimate if it links to news story",
+    description="Inspect a URL and estimate if it contains a news story",
     long_description=read("README.md"),
     long_description_content_type="text/markdown",
     author="Ben Welsh",
@@ -77,7 +77,7 @@ def local_version(version):
     use_scm_version={"version_scheme": version_scheme, "local_scheme": local_version},
     project_urls={
         "Documentation": "https://palewi.re/docs/storysniffer/",
-        "Source": "https://github.com/datadesk/storysniffer/",
-        "Tracker": "https://github.com/datadesk/storysniffer/issues",
+        "Source": "https://github.com/palewire/storysniffer/",
+        "Tracker": "https://github.com/palewire/storysniffer/issues",
     },
 )