Update app.py

app.py

@@ -1,7 +1,7 @@
 """
 This application enables exploration with data from the paper:
 
-4.5 Million (Suspected) Fake Stars in GitHub: A Growing Spiral of Popularity Contests, Scams, and Malware
+Six Million (Suspected) Fake Stars in GitHub: A Growing Spiral of Popularity Contests, Spams, and Malware
 https://arxiv.org/abs/2412.13459
 
 Requires the following packages
@@ -36,7 +36,7 @@ class Application:
         """
 
         # Read data
-        version = "241001"
+        version = "250101"
         clustered = pd.read_csv(f"https://github.com/hehao98/StarScout/raw/refs/heads/main/data/{version}/fake_stars_clustered_stars_by_month.csv")
         activity = pd.read_csv(f"https://github.com/hehao98/StarScout/raw/refs/heads/main/data/{version}/fake_stars_low_activity_stars_by_month.csv")
         data = pd.merge(clustered, activity, how="outer", on=["repo", "month"])
@@ -133,19 +133,19 @@ if __name__ == "__main__":
     os.environ["TOKENIZERS_PARALLELISM"] = "false"
 
     st.set_page_config(
-        page_title="4.5 Million (Suspected) Fake Stars in GitHub",
+        page_title="Six Million (Suspected) Fake Stars in GitHub",
         page_icon="⭐",
         layout="centered",
         initial_sidebar_state="auto",
         menu_items=None,
     )
-    st.markdown("## 4.5 Million (Suspected) Fake ⭐'s in GitHub")
+    st.markdown("## Six Million (Suspected) Fake ⭐'s in GitHub")
 
     st.markdown(
         """
 This application explores the data provided by the paper titled: 
 
-_4.5 Million (Suspected) Fake Stars in GitHub: A Growing Spiral of Popularity Contests, Scams, and Malware_
+_Six Million (Suspected) Fake Stars in GitHub: A Growing Spiral of Popularity Contests, Scams, and Malware_
 
 _[Paper](https://arxiv.org/abs/2412.13459) | [GitHub Project](https://github.com/hehao98/StarScout)_