diff --git a/nebula3/data/ResultSet.py b/nebula3/data/ResultSet.py
index b9a5954b..2f87a8d9 100644
--- a/nebula3/data/ResultSet.py
+++ b/nebula3/data/ResultSet.py
@@ -8,7 +8,7 @@
 
 from nebula3.common.ttypes import ErrorCode
 
-from nebula3.data.DataObject import DataSetWrapper
+from nebula3.data.DataObject import DataSetWrapper, Node, Relationship, PathWrapper
 
 
 class ResultSet(object):
@@ -191,6 +191,170 @@ def rows(self):
         if self._data_set_wrapper is None:
             return []
         return self._data_set_wrapper.get_rows()
+    
+    def dict_for_vis(self):
+        """Convert result set to a dictionary format suitable for visualization.
+
+        Example:
+        {
+        "nodes":[
+            {
+                "id":"player100",
+                "labels":[
+                    "player"
+                ],
+                "props":{
+                    "name":"Tim Duncan",
+                    "age":"42",
+                    "id":"player100"
+                }
+            },
+            {
+                "id":"player101",
+                "labels":[
+                    "player"
+                ],
+                "props":{
+                    "age":"36",
+                    "name":"Tony Parker",
+                    "id":"player101"
+                }
+            }
+        ],
+        "edges":[
+            {
+                "src":"player100",
+                "dst":"player101",
+                "name":"follow",
+                "rank":0,
+                "props":{
+                    "degree":"95"
+                }
+            }
+        ],
+        "nodes_dict":{
+            "player100":{
+                "id":"player100",
+                "labels":[
+                    "player"
+                ],
+                "props":{
+                    "name":"Tim Duncan",
+                    "age":"42",
+                    "id":"player100"
+                }
+            },
+            "player101":{
+                "id":"player101",
+                "labels":[
+                    "player"
+                ],
+                "props":{
+                    "age":"36",
+                    "name":"Tony Parker",
+                    "id":"player101"
+                }
+            }
+        },
+        "edges_dict":{
+            "(""player100",
+            "player101",
+            0,
+            "follow"")":{
+                "src":"player100",
+                "dst":"player101",
+                "name":"follow",
+                "rank":0,
+                "props":{
+                    "degree":"95"
+                }
+            }
+        },
+        "nodes_count":2,
+        "edges_count":1
+        }
+
+        :return: dict with keys:
+            nodes, edges, nodes_dict, edges_dict, nodes_count, edges_count
+        """
+        def add_to_nodes_or_edges(nodes_dict, edges_dict, item):
+            if isinstance(item, Node):
+                node_id = str(item.get_id().cast())
+                tags = item.tags()  # list of strings
+                props_raw = dict()
+                for tag in tags:
+                    # TODO: handle duplicate keys
+                    props_raw.update(item.properties(tag))
+                props = {
+                    k: str(v.cast()) if hasattr(v, "cast") else str(v)
+                    for k, v in props_raw.items()
+                }
+
+                if "id" not in props:
+                    props["id"] = node_id
+                
+                if node_id not in nodes_dict:
+                    nodes_dict[node_id] = {
+                        "id": node_id,
+                        "labels": tags,
+                        "props": props,
+                    }
+                else:
+                    nodes_dict[node_id]["labels"] = list(set(nodes_dict[node_id]["labels"] + tags))
+                    nodes_dict[node_id]["props"].update(props)
+
+            elif isinstance(item, Relationship):
+                src_id = str(item.start_vertex_id().cast())
+                dst_id = str(item.end_vertex_id().cast())
+                rank = item.ranking()
+                edge_name = item.edge_name()
+                props_raw = item.properties()
+                props = {
+                    k: str(v.cast()) if hasattr(v, "cast") else str(v)
+                    for k, v in props_raw.items()
+                }
+                if (src_id, dst_id, rank, edge_name) not in edges_dict:
+                    edges_dict[(src_id, dst_id, rank, edge_name)] = {
+                        "src": src_id,
+                        "dst": dst_id,
+                        "name": edge_name,
+                        "rank": rank,
+                        "props": props,
+                    }
+                else:
+                    edges_dict[(src_id, dst_id, rank, edge_name)]["props"].update(props)
+                
+            elif isinstance(item, PathWrapper):
+                for node in item.nodes():
+                    add_to_nodes_or_edges(nodes_dict, edges_dict, node)
+                for edge in item.relationships():
+                    add_to_nodes_or_edges(nodes_dict, edges_dict, edge)
+
+            elif isinstance(item, list):
+                for it in item:
+                    add_to_nodes_or_edges(nodes_dict, edges_dict, it)
+
+        nodes_dict = dict()
+        edges_dict = dict()
+
+        columns = self.keys()
+        for col_num in range(self.col_size()):
+            col_name = columns[col_num]
+            col_list = self.column_values(col_name)
+            add_to_nodes_or_edges(
+                nodes_dict, edges_dict, [x.cast() for x in col_list]
+            )
+        nodes = list(nodes_dict.values())
+        edges = list(edges_dict.values())
+
+        return {
+            "nodes": nodes,
+            "edges": edges,
+            "nodes_dict": nodes_dict,
+            "edges_dict": edges_dict,
+            "nodes_count": len(nodes),
+            "edges_count": len(edges),
+        }
 
     def __iter__(self):
         """the iterator for per row