diff --git a/.semversioner/next-release/patch-20250430001238698062.json b/.semversioner/next-release/patch-20250430001238698062.json
new file mode 100644
index 0000000000..c0b54982b0
--- /dev/null
+++ b/.semversioner/next-release/patch-20250430001238698062.json
@@ -0,0 +1,4 @@
+{
+  "type": "patch",
+  "description": "Fix graph creation missing edge weights."
+}
diff --git a/graphrag/index/operations/finalize_entities.py b/graphrag/index/operations/finalize_entities.py
index 45536ab639..4539e53b79 100644
--- a/graphrag/index/operations/finalize_entities.py
+++ b/graphrag/index/operations/finalize_entities.py
@@ -24,7 +24,7 @@ def finalize_entities(
     layout_enabled: bool = False,
 ) -> pd.DataFrame:
     """All the steps to transform final entities."""
-    graph = create_graph(relationships)
+    graph = create_graph(relationships, edge_attr=["weight"])
     graph_embeddings = None
     if embed_config is not None and embed_config.enabled:
         graph_embeddings = embed_graph(
diff --git a/graphrag/index/operations/finalize_relationships.py b/graphrag/index/operations/finalize_relationships.py
index 78d2c14e14..21ba413667 100644
--- a/graphrag/index/operations/finalize_relationships.py
+++ b/graphrag/index/operations/finalize_relationships.py
@@ -19,7 +19,7 @@ def finalize_relationships(
     relationships: pd.DataFrame,
 ) -> pd.DataFrame:
     """All the steps to transform final relationships."""
-    graph = create_graph(relationships)
+    graph = create_graph(relationships, edge_attr=["weight"])
     degrees = compute_degree(graph)
 
     final_relationships = relationships.drop_duplicates(subset=["source", "target"])
diff --git a/graphrag/index/workflows/create_communities.py b/graphrag/index/workflows/create_communities.py
index 03c7eebfc4..b19eb18113 100644
--- a/graphrag/index/workflows/create_communities.py
+++ b/graphrag/index/workflows/create_communities.py
@@ -52,7 +52,7 @@ def create_communities(
     seed: int | None = None,
 ) -> pd.DataFrame:
     """All the steps to transform final communities."""
-    graph = create_graph(relationships)
+    graph = create_graph(relationships, edge_attr=["weight"])
 
     clusters = cluster_graph(
         graph,
diff --git a/tests/verbs/data/communities.parquet b/tests/verbs/data/communities.parquet
index ea04328c8a..37d8cafb44 100644
Binary files a/tests/verbs/data/communities.parquet and b/tests/verbs/data/communities.parquet differ
diff --git a/tests/verbs/data/community_reports.parquet b/tests/verbs/data/community_reports.parquet
index d41b98a8dd..2e32151a8d 100644
Binary files a/tests/verbs/data/community_reports.parquet and b/tests/verbs/data/community_reports.parquet differ
diff --git a/tests/verbs/data/covariates.parquet b/tests/verbs/data/covariates.parquet
index 3906e9bc4d..a9d1439d1a 100644
Binary files a/tests/verbs/data/covariates.parquet and b/tests/verbs/data/covariates.parquet differ
diff --git a/tests/verbs/data/documents.parquet b/tests/verbs/data/documents.parquet
index b8a40153f6..acf8ca2d85 100644
Binary files a/tests/verbs/data/documents.parquet and b/tests/verbs/data/documents.parquet differ
diff --git a/tests/verbs/data/entities.parquet b/tests/verbs/data/entities.parquet
index 4df6a73a24..b0b9cfb7fb 100644
Binary files a/tests/verbs/data/entities.parquet and b/tests/verbs/data/entities.parquet differ
diff --git a/tests/verbs/data/relationships.parquet b/tests/verbs/data/relationships.parquet
index 8c913e5584..75557d32ad 100644
Binary files a/tests/verbs/data/relationships.parquet and b/tests/verbs/data/relationships.parquet differ
diff --git a/tests/verbs/data/text_units.parquet b/tests/verbs/data/text_units.parquet
index 453dd14adf..0cefa7abe4 100644
Binary files a/tests/verbs/data/text_units.parquet and b/tests/verbs/data/text_units.parquet differ
diff --git a/tests/verbs/test_finalize_graph.py b/tests/verbs/test_finalize_graph.py
index 40e9269bae..7ff25ca35d 100644
--- a/tests/verbs/test_finalize_graph.py
+++ b/tests/verbs/test_finalize_graph.py
@@ -28,8 +28,8 @@ async def test_finalize_graph():
     nodes_actual = await load_table_from_storage("entities", context.storage)
     edges_actual = await load_table_from_storage("relationships", context.storage)
 
-    assert len(nodes_actual) == 251
-    assert len(edges_actual) == 372
+    assert len(nodes_actual) == 291
+    assert len(edges_actual) == 452
 
     # x and y will be zero with the default configuration, because we do not embed/umap
     assert nodes_actual["x"].sum() == 0
@@ -54,8 +54,8 @@ async def test_finalize_graph_umap():
     nodes_actual = await load_table_from_storage("entities", context.storage)
     edges_actual = await load_table_from_storage("relationships", context.storage)
 
-    assert len(nodes_actual) == 251
-    assert len(edges_actual) == 372
+    assert len(nodes_actual) == 291
+    assert len(edges_actual) == 452
 
     # x and y should have some value other than zero due to umap
     assert nodes_actual["x"].sum() != 0
diff --git a/tests/verbs/test_prune_graph.py b/tests/verbs/test_prune_graph.py
index 3801dd27c0..b30546bc92 100644
--- a/tests/verbs/test_prune_graph.py
+++ b/tests/verbs/test_prune_graph.py
@@ -28,4 +28,4 @@ async def test_prune_graph():
 
     nodes_actual = await load_table_from_storage("entities", context.storage)
 
-    assert len(nodes_actual) == 20
+    assert len(nodes_actual) == 21