diff --git a/__mocks__/neo4j.js b/__mocks__/neo4j.js
index 7ff5d53e26c..998ff141428 100644
--- a/__mocks__/neo4j.js
+++ b/__mocks__/neo4j.js
@@ -18,4 +18,22 @@
  * along with this program.  If not, see <http://www.gnu.org/licenses/>.
  */
 
-module.exports = {}
+var out = {
+  v1: {
+    types: {
+      Node: function Node (id) {
+        this.identity = id
+      },
+      Relationship: function Relationship (id) {
+        this.identity = id
+      },
+      Path: function Path () {}
+    }
+  }
+}
+
+out.v1.types.Node.prototype.toString = function () { return 'node' }
+out.v1.types.Relationship.prototype.toString = function () { return 'rel' }
+out.v1.types.Path.prototype.toString = function () { return 'path' }
+
+module.exports = out
diff --git a/src/shared/services/bolt/boltMappings.js b/src/shared/services/bolt/boltMappings.js
index a97adfd346d..7cddd7fe448 100644
--- a/src/shared/services/bolt/boltMappings.js
+++ b/src/shared/services/bolt/boltMappings.js
@@ -142,6 +142,7 @@ export function extractNodesAndRelationshipsFromRecordsForOldVis (records, types
   } else {
     records.forEach((record) => {
       let graphItems = keys.map((key) => record.get(key))
+      graphItems = flattenArray(recursivelyExtractGraphItems(types, graphItems)).filter((item) => item !== false)
       rawNodes = [...rawNodes, ...graphItems.filter((item) => item instanceof types.Node)]
       rawRels = [...rawRels, ...graphItems.filter((item) => item instanceof types.Relationship)]
       let paths = graphItems.filter((item) => item instanceof types.Path)
@@ -161,6 +162,26 @@ export function extractNodesAndRelationshipsFromRecordsForOldVis (records, types
   return { nodes: nodes, relationships: relationships }
 }
 
+const recursivelyExtractGraphItems = (types, item) => {
+  if (item instanceof types.Node) return item
+  if (item instanceof types.Relationship) return item
+  if (item instanceof types.Path) return item
+  if (Array.isArray(item)) return item.map((i) => recursivelyExtractGraphItems(types, i))
+  if (['number', 'string', 'boolean'].indexOf(typeof item) !== -1) return false
+  if (item === null) return false
+  if (typeof item === 'object') {
+    return Object.keys(item).map((key) => recursivelyExtractGraphItems(types, item[key]))
+  }
+  return item
+}
+
+const flattenArray = (arr) => {
+  return arr.reduce((all, curr) => {
+    if (Array.isArray(curr)) return all.concat(flattenArray(curr))
+    return all.concat(curr)
+  }, [])
+}
+
 const extractNodesAndRelationshipsFromPath = (item, rawNodes, rawRels) => {
   let paths = Array.isArray(item) ? item : [item]
   paths.forEach((path) => {
diff --git a/src/shared/services/bolt/boltMappings.test.js b/src/shared/services/bolt/boltMappings.test.js
index 7f7e630dabd..c1bfc51b7ba 100644
--- a/src/shared/services/bolt/boltMappings.test.js
+++ b/src/shared/services/bolt/boltMappings.test.js
@@ -18,12 +18,13 @@
  * along with this program.  If not, see <http://www.gnu.org/licenses/>.
  */
 
-/* global test, expect */
+/* global describe, test, expect */
 import { v1 as neo4j } from 'neo4j-driver-alias'
 import {
   itemIntToString,
   arrayIntToString,
   extractNodesAndRelationshipsFromRecords,
+  extractNodesAndRelationshipsFromRecordsForOldVis,
   extractPlan,
   flattenProperties,
   objIntToString
@@ -329,4 +330,41 @@ describe('boltMappings', () => {
       expect(flattenedProperties).toEqual(result)
     })
   })
+  describe('extractNodesAndRelationshipsFromRecordsForOldVis', () => {
+    test('should recursively look for graph items', () => {
+      // Given
+      const firstNode = new neo4j.types.Node('1', ['Person'], {prop1: 'prop1'})
+      const nodeCollection = [
+        new neo4j.types.Node('2', ['Person'], {prop1: 'prop1'}),
+        new neo4j.types.Node('3', ['Person'], {prop1: 'prop1'}),
+        new neo4j.types.Node('4', ['Person'], {prop1: 'prop1'})
+      ]
+      const boltRecord = {
+        keys: ['n', 'c'],
+        get: (key) => {
+          if (key === 'n') {
+            return firstNode
+          }
+          if (key === 'c') {
+            return nodeCollection
+          }
+        }
+      }
+      const records = [boltRecord]
+
+      // When
+      const out = extractNodesAndRelationshipsFromRecordsForOldVis(
+        records,
+        neo4j.types,
+        false,
+        {
+          intChecker: () => true,
+          intConverter: (a) => a
+        }
+      )
+
+      // Then
+      expect(out.nodes.length).toEqual(4)
+    })
+  })
 })