diff --git a/src/data/roadmaps/data-analyst/data-analyst.json b/src/data/roadmaps/data-analyst/data-analyst.json
index 7f17b6f7d..2d2db4639 100644
--- a/src/data/roadmaps/data-analyst/data-analyst.json
+++ b/src/data/roadmaps/data-analyst/data-analyst.json
@@ -5017,174 +5017,6 @@
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       "resizing": false
     },
-    {
-      "id": "cNHT9S13pLinAI8snYcRj",
-      "type": "vertical",
-      "position": {
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-        "y": 4570.871616221306
-      },
-      "selected": false,
-      "data": {
-        "label": "vertical node",
-        "style": {
-          "stroke": "#2B78E4",
-          "strokeDasharray": "0.8 8",
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-          "strokeWidth": 3.5
-        }
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-      "width": 20,
-      "height": 79,
-      "positionAbsolute": {
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-        "y": 4570.871616221306
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-      "style": {
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-        "height": 79
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-      "focusable": true,
-      "selectable": true
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-      "type": "paragraph",
-      "position": {
-        "x": -131.52142387891513,
-        "y": 4457.871616221306
-      },
-      "selected": false,
-      "data": {
-        "label": "Have a look at the following relevant tracks",
-        "style": {
-          "fontSize": 17,
-          "justifyContent": "flex-start",
-          "textAlign": "center",
-          "borderColor": "#000000"
-        },
-        "oldId": "jXtqI8k4Abz-vr01IcpWL"
-      },
-      "zIndex": 999,
-      "width": 401,
-      "height": 113,
-      "positionAbsolute": {
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-        "y": 4457.871616221306
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-      "dragging": false,
-      "style": {
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-        "height": 113
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-      "resizing": false,
-      "selectable": true,
-      "focusable": true
-    },
-    {
-      "id": "4fauwiq2CJnzDA7Z9Pmeo",
-      "type": "button",
-      "position": {
-        "x": -119.18102870413122,
-        "y": 4511.679985574316
-      },
-      "selected": false,
-      "data": {
-        "label": "Android",
-        "href": "https://roadmap.sh/android",
-        "color": "#ffffff",
-        "backgroundColor": "#2a79e4",
-        "style": {
-          "fontSize": 17
-        },
-        "oldId": "eYziHRN-gsg9qr8Yddu2K"
-      },
-      "zIndex": 999,
-      "width": 119,
-      "height": 49,
-      "positionAbsolute": {
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-        "y": 4511.679985574316
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-      "selectable": true,
-      "focusable": true,
-      "style": {
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-        "height": 49
-      },
-      "resizing": false
-    },
-    {
-      "id": "eYziHRN-gsg9qr8Yddu2K",
-      "type": "button",
-      "position": {
-        "x": 4.958673919434659,
-        "y": 4511.679985574316
-      },
-      "selected": false,
-      "data": {
-        "label": "Flutter",
-        "href": "https://roadmap.sh/flutter",
-        "color": "#ffffff",
-        "backgroundColor": "#2a79e4",
-        "style": {
-          "fontSize": 17
-        }
-      },
-      "zIndex": 999,
-      "width": 103,
-      "height": 49,
-      "positionAbsolute": {
-        "x": 4.958673919434659,
-        "y": 4511.679985574316
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-      "dragging": false,
-      "selectable": true,
-      "focusable": true,
-      "style": {
-        "width": 103,
-        "height": 49
-      },
-      "resizing": false
-    },
-    {
-      "id": "kcOaZuvgtQ1ptjTvKfd2l",
-      "type": "button",
-      "position": {
-        "x": 113.09837654300054,
-        "y": 4511.679985574316
-      },
-      "selected": false,
-      "data": {
-        "label": "React Native",
-        "href": "https://roadmap.sh/flutter",
-        "color": "#ffffff",
-        "backgroundColor": "#2a79e4",
-        "style": {
-          "fontSize": 17
-        },
-        "oldId": "eYziHRN-gsg9qr8Yddu2K"
-      },
-      "zIndex": 999,
-      "width": 146,
-      "height": 49,
-      "positionAbsolute": {
-        "x": 113.09837654300054,
-        "y": 4511.679985574316
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-      "dragging": false,
-      "selectable": true,
-      "focusable": true,
-      "style": {
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-        "height": 49
-      },
-      "resizing": false
-    },
     {
       "id": "ma5qE4EbrnFqnWm8-koQX",
       "type": "linksgroup",
@@ -6430,4 +6262,4 @@
       "selected": false
     }
   ]
-}
\ No newline at end of file
+}
diff --git a/src/data/roadmaps/mlops/mlops.json b/src/data/roadmaps/mlops/mlops.json
index 6d4dbfb26..e062bb5da 100644
--- a/src/data/roadmaps/mlops/mlops.json
+++ b/src/data/roadmaps/mlops/mlops.json
@@ -196,75 +196,6 @@
       "selectable": true,
       "focusable": true
     },
-    {
-      "id": "xwpc_KxehAruFM0pCQnie",
-      "type": "vertical",
-      "position": {
-        "x": 16.051288453857865,
-        "y": 2891.946022458241
-      },
-      "selected": false,
-      "data": {
-        "label": "vertical node",
-        "style": {
-          "strokeDasharray": "0.8 8",
-          "strokeLinecap": "round",
-          "strokeWidth": 3.5,
-          "stroke": "#4136D4"
-        },
-        "oldId": "Ju00mr0KLGN2BV6yEQGPt"
-      },
-      "zIndex": 999,
-      "width": 20,
-      "height": 104,
-      "positionAbsolute": {
-        "x": 16.051288453857865,
-        "y": 2891.946022458241
-      },
-      "dragging": false,
-      "style": {
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-        "height": 104
-      },
-      "resizing": false,
-      "focusable": true,
-      "selectable": true
-    },
-    {
-      "width": 443,
-      "height": 119,
-      "id": "GV_zWF6rSWg5bqgiXhOEf",
-      "type": "paragraph",
-      "position": {
-        "x": -195.44871154614214,
-        "y": 2801.355271941364
-      },
-      "selected": false,
-      "data": {
-        "label": "Visit the following relevant roadmaps",
-        "style": {
-          "fontSize": 17,
-          "justifyContent": "flex-start",
-          "textAlign": "center",
-          "borderColor": "#000000",
-          "backgroundColor": "#ffffff"
-        },
-        "oldId": "sVXZrBCsiSzWBBYWTm-nQ"
-      },
-      "zIndex": 999,
-      "positionAbsolute": {
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-        "y": 2801.355271941364
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-      "dragging": false,
-      "style": {
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-        "height": 119
-      },
-      "resizing": false,
-      "focusable": true,
-      "selectable": true
-    },
     {
       "id": "_7uvOebQUI4xaSwtMjpEd",
       "type": "topic",
@@ -367,41 +298,6 @@
       "selectable": true,
       "focusable": true
     },
-    {
-      "width": 134,
-      "height": 49,
-      "id": "ZSrQoNGKiR484uALMWO9F",
-      "type": "button",
-      "position": {
-        "x": 101.89840193478477,
-        "y": 2859.0445538530157
-      },
-      "selected": false,
-      "data": {
-        "label": "API Design",
-        "href": "https://roadmap.sh/api-design",
-        "color": "#FFFFFf",
-        "backgroundColor": "#4136D4",
-        "style": {
-          "fontSize": 17
-        },
-        "borderColor": "#4136D4",
-        "oldId": "dlGf3ZdFXYx0Z6Viu2x-l"
-      },
-      "zIndex": 999,
-      "dragging": false,
-      "positionAbsolute": {
-        "x": 101.89840193478477,
-        "y": 2859.0445538530157
-      },
-      "style": {
-        "width": 134,
-        "height": 49
-      },
-      "focusable": true,
-      "resizing": false,
-      "selectable": true
-    },
     {
       "id": "Vh81GnOUOZvDOlOyI5PwT",
       "type": "subtopic",
@@ -434,38 +330,6 @@
       "selectable": true,
       "resizing": false
     },
-    {
-      "width": 283,
-      "height": 49,
-      "id": "P5IZjP0g1_fnvHy3YTR4q",
-      "type": "button",
-      "position": {
-        "x": -185.10159806521517,
-        "y": 2859.0445538530157
-      },
-      "selected": false,
-      "data": {
-        "label": "Client-side game Development",
-        "href": "https://roadmap.sh/backend",
-        "color": "#FFFFFf",
-        "backgroundColor": "#4136D4",
-        "style": {
-          "fontSize": 17
-        },
-        "borderColor": "#4136D4",
-        "oldId": "dlGf3ZdFXYx0Z6Viu2x-l"
-      },
-      "zIndex": 999,
-      "dragging": false,
-      "positionAbsolute": {
-        "x": -185.10159806521517,
-        "y": 2859.0445538530157
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-      "style": {},
-      "focusable": true,
-      "resizing": false,
-      "selectable": true
-    },
     {
       "id": "vdVq3RQvQF3mF8PQc6DMg",
       "type": "subtopic",
@@ -2140,4 +2004,4 @@
       "focusable": true
     }
   ]
-}
\ No newline at end of file
+}