Upload 2 files

app_hierarchical.py

@@ -528,13 +528,10 @@ if uploaded is not None:
 
                 df = df.sort_values(["needs_review", "overall_confidence"], ascending=[True, False])
 
-                compact_df = df[[text_col, cat_col, "predicted_party", "predicted_stakeholder", "predicted_party_name", "predicted_stakeholder_name", "confidence_level", "overall_confidence", "needs_review", "keywords"]].copy()
+                compact_df = df[[text_col, cat_col, "predicted_party_name", "predicted_stakeholder_name", "confidence_level", "overall_confidence", "needs_review", "keywords"]].copy()
                 compact_df = compact_df.rename(columns={
                     text_col: "Text",
                     cat_col: "Category",
-                    # Keep code/id columns and readable name columns distinct to avoid duplicate names
-                    "predicted_party": "Predicted Party (code)",
-                    "predicted_stakeholder": "Predicted Stakeholder (code)",
                     "predicted_party_name": "Predicted Party",
                     "predicted_stakeholder_name": "Predicted Stakeholder",
                     "confidence_level": "Confidence",
@@ -688,4 +685,4 @@ st.caption(
     "Hayri Burak Altuntaş · Hasan Basri Başağa  \n"
     "Department of Civil Engineering, Karadeniz Technical University, Trabzon 61080, Türkiye  \n"
     "_This work was supported by the Scientific and Technological Research Council of Türkiye (TÜBİTAK)._"
-)
+)

responsibility_data.xlsx

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d754ff0cc624c50cd0bee8b1a6f2c5e481bd81b9eaf3ea01935b28bebfbec6bb
-size 140985
+oid sha256:981ff62c685e4fcd9e18699bd16bacfdfd492d531325ef160f6c5cb390db4412
+size 206355