Add likes

changelog.md

@@ -3,6 +3,11 @@ Changelog
 Planned
 - Allow filtering just for the new models (no way to get this atm)
 
+v0.3 - Nov 25
+- Rename Social Features tab
+- Add chart of number of likes
+- Add chart of rate of change for likes
+
 v0.2 - Oct 24
 - Languages
     - Allow filtering for modality 

models.py

@@ -55,7 +55,7 @@ def main():
 
     tab = st.selectbox(
             'Topic of interest',
-            ["Language","License",  "Pipeline", "Discussion Features", "Libraries", "Model Cards", "Super Users", "Raw Data"])
+            ["Language","License",  "Pipeline", "Social Features", "Libraries", "Model Cards", "Super Users", "Raw Data"])
 
     if tab == "Language":
         st.header("Languages info")
@@ -462,8 +462,8 @@ def main():
 
 
     #with tab4:
-    if tab == "Discussion Features":
-        st.header("Discussions Tab info")
+    if tab == "Social Features":
+        st.header("Social Features")
 
         columns_of_interest = ["prs_count", "prs_open", "prs_merged", "prs_closed", "discussions_count", "discussions_open", "discussions_closed"]
         sums = data[columns_of_interest].sum()
@@ -513,9 +513,41 @@ def main():
             curr_change, delta = change_and_delta(sums_old_old["discussions_closed"], sums_old["discussions_closed"], sums["discussions_closed"])
             st.metric(label="Discussions closed change", value=curr_change,delta=delta)
 
+        likes = []
+        for r in supported_revisions:
+            likes.append(process_dataset(r)["likes"].sum()) 
+
+        source = pd.DataFrame({
+            'revision': supported_revisions[::-1],
+            'likes': likes[::-1],
+        })
+
+        st.subheader("Total likes")
+        st.write(alt.Chart(source).mark_bar().encode(
+            x=alt.X('revision', sort=alt.EncodingSortField(field="revision", op="count", order='ascending')),
+            y='likes'
+        ))
+
+        st.subheader("Likes Rate of Change")
+        diffs = source["likes"].pct_change()
+        source = pd.DataFrame({
+            'revision': supported_revisions[::-1][1:],
+            'likes_change': diffs[1:],
+        })
+
+        print(source[["revision", "likes_change"]])
+        st.write(alt.Chart(source).mark_bar().encode(
+            x=alt.X('revision', sort=alt.EncodingSortField(field="revision", op="count", order='ascending')),
+            y='likes_change'
+        ))
+        
+
+
+        st.subheader("Raw Data")
         filtered_data = data[["repo_id", "prs_count", "prs_open", "prs_merged", "prs_closed", "discussions_count", "discussions_open", "discussions_closed"]].sort_values("prs_count", ascending=False).reset_index(drop=True)
         st.dataframe(filtered_data)
 
+
     #with tab5:
     if tab == "Libraries":
         st.header("Library info")