diff --git a/analysis.py b/analysis.py
index af477da..43a5b45 100644
--- a/analysis.py
+++ b/analysis.py
@@ -67,25 +67,32 @@ def graph_json():
             subquery, (C.user == subquery.c.user) & (C.time == subquery.c.latest)
         )
         for c in session.exec(statement2):
-            for p in c.love:
+            for i, p in enumerate(c.love):
                 edges.append(
                     {
                         "id": f"{c.user}->{p}",
                         "source": c.user,
                         "target": p,
-                        "relation": "likes",
+                        "size": max(1.0 - 0.1 * i, 0.3),
+                        "data": {"relation": 2},
                     }
                 )
-            continue
             for p in c.hate:
                 edges.append(
                     {
-                        id: f"{c.user}-x>{p}",
+                        "id": f"{c.user}-x>{p}",
                         "source": c.user,
                         "target": p,
-                        "relation": "dislikes",
+                        "size": 0.3,
+                        "data": {"relation": 0},
+                        "fill": "#ff7c7c",
                     }
                 )
+
+    G = nx.DiGraph()
+    G.add_weighted_edges_from([(e["source"], e["target"], e["size"]) for e in edges])
+    in_degrees = G.in_degree(weight="weight")
+    nodes = [dict(node, **{"inDegree": in_degrees[node["id"]]}) for node in nodes]
     return JSONResponse({"nodes": nodes, "edges": edges})
 
 
diff --git a/src/App.css b/src/App.css
index ed1b8c0..98518f6 100644
--- a/src/App.css
+++ b/src/App.css
@@ -23,28 +23,38 @@ footer {
   font-size: x-small;
 }
 
+/*=========Network Controls=========*/
+
 .controls {
   z-index: 9;
   position: absolute;
-  top: 24;
-  left: 24;
+  width: 240px;
+  right: 24px;
+  top: 1vh;
   padding: 16px;
 
   .control {
     display: flex;
     flex-direction: row;
+    margin: 4px 2px;
+    background-color: aliceblue;
 
     * {
-      margin: 0 4px;
+      margin: 4px;
     }
   }
+
+  #three-slider {
+    display: flex;
+    flex-direction: row;
+  }
 }
 
 /* The switch - the box around the slider */
 .switch {
   position: relative;
   width: 68px;
-  height: 34px;
+  height: 42px;
 }
 
 /* Hide default HTML checkbox */
@@ -239,13 +249,19 @@ button,
   #control-panel {
     grid-template-columns: repeat(2, 1fr);
   }
+
 }
 
+
 @media only screen and (max-width: 768px) {
   #control-panel {
     grid-template-columns: 1fr;
   }
 
+  .networkroute {
+    display: none;
+  }
+
   .submit_text {
     display: none;
   }
@@ -312,6 +328,8 @@ button,
   font-size: 150%;
 }
 
+/*======LOGO=======*/
+
 .logo {
   position: relative;
   text-align: center;
@@ -339,6 +357,15 @@ button,
   }
 }
 
+.networkroute {
+  z-index: 10;
+  position: absolute;
+  top: 24px;
+  left: 48px;
+}
+
+/*======SPINNER=======*/
+
 .loader {
   display: block;
   position: relative;
diff --git a/src/Header.tsx b/src/Header.tsx
index cf9d832..5ce0ea1 100644
--- a/src/Header.tsx
+++ b/src/Header.tsx
@@ -1,7 +1,5 @@
-import { baseUrl } from "./api";
-
 export default function Header() {
-  return <div className="logo">
+  return <div className="logo" id="logo">
     <a href={"/"}>
       <img alt="logo" height="66%" src="logo.svg" />
       <h3 className="centered">cutt</h3>
diff --git a/src/Network.tsx b/src/Network.tsx
index e51f1da..a73da07 100644
--- a/src/Network.tsx
+++ b/src/Network.tsx
@@ -1,17 +1,31 @@
-import { ChangeEvent, useEffect, useRef, useState } from "react";
+import { useEffect, useRef, useState } from "react";
 import { apiAuth } from "./api";
-import { GraphCanvas, GraphCanvasRef, GraphEdge, GraphNode, recommendLayout, useSelection } from "reagraph";
+import { GraphCanvas, GraphCanvasRef, GraphEdge, GraphNode, SelectionProps, SelectionResult, useSelection } from "reagraph";
 import { customTheme } from "./NetworkTheme";
 
 interface NetworkData {
   nodes: GraphNode[],
   edges: GraphEdge[],
 }
+interface CustomSelectionProps extends SelectionProps {
+  ignore: string[];
+}
+
+const useCustomSelection = (props: CustomSelectionProps): SelectionResult => {
+  var result = useSelection(props);
+  result.actives = result.actives.filter((s) => !props.ignore.includes(s))
+  return result
+}
 
 export const GraphComponent = () => {
   const [data, setData] = useState({ nodes: [], edges: [] } as NetworkData);
   const [loading, setLoading] = useState(true);
   const [threed, setThreed] = useState(false);
+  const [likes, setLikes] = useState(2);
+  const logo = document.getElementById("logo")
+  if (logo) {
+    logo.className = "logo networkroute";
+  }
 
   async function loadData() {
     setLoading(true);
@@ -24,12 +38,6 @@ export const GraphComponent = () => {
 
   const graphRef = useRef<GraphCanvasRef | null>(null);
 
-  const { selections, actives, onNodeClick, onCanvasClick } = useSelection({
-    ref: graphRef,
-    nodes: data.nodes,
-    edges: data.edges,
-    pathSelectionType: 'out',
-  });
 
   function handleThreed() {
     setThreed(!threed)
@@ -38,9 +46,28 @@ export const GraphComponent = () => {
     graphRef.current?.resetControls();
   }
 
+  function showLabel() {
+    switch (likes) {
+      case 0: return "dislike";
+      case 1: return "both";
+      case 2: return "like";
+    }
+  }
+
+  const { selections, actives, onNodeClick, onCanvasClick } = useCustomSelection({
+    ref: graphRef,
+    nodes: data.nodes,
+    edges: data.edges.filter((edge) => edge.data.relation === likes),
+    ignore: data.edges.map((edge) => { return (likes === 1 && edge.data.relation !== 2) ? edge.id : "" }),
+    pathSelectionType: 'out',
+    type: 'multiModifier'
+  });
+
+
   return (
     <div style={{ position: 'absolute', top: 0, bottom: 0, left: 0, right: 0 }}>
       <div className="controls" >
+
         <div className="control" onClick={handleThreed}>
           <span>2D</span>
           <div className="switch">
@@ -49,26 +76,56 @@ export const GraphComponent = () => {
           </div>
           <span>3D</span>
         </div>
+
+        <div className="control">
+          <div className="stack column">
+            <datalist id="markers">
+              <option value="0"></option>
+              <option value="1"></option>
+              <option value="2"></option>
+            </datalist>
+            <div id="three-slider">
+              <label>😬</label>
+              <input
+                type="range"
+                list="markers"
+                min="0"
+                max="2"
+                step="1"
+                width="16px"
+                onChange={(evt) => setLikes(Number(evt.target.value))}
+              />
+              <label>😍</label>
+            </div>
+            {showLabel()}
+          </div>
+        </div>
+
       </div>
-      <GraphCanvas
-        draggable
-        cameraMode={threed ? "rotate" : "pan"}
-        layoutType={threed ? "forceDirected3d" : "forceDirected2d"}
-        layoutOverrides={{
-          linkDistance: 200
-        }}
-        labelType="auto"
-        ref={graphRef}
-        theme={customTheme}
-        nodes={data.nodes}
-        edges={data.edges}
-        selections={selections}
-        actives={actives}
-        onCanvasClick={onCanvasClick}
-        onNodeClick={onNodeClick}
-      />
+
+      {loading ? <span className="loader" /> :
+        <GraphCanvas
+          draggable
+          cameraMode={threed ? "rotate" : "pan"}
+          layoutType={threed ? "forceDirected3d" : "forceDirected2d"}
+          layoutOverrides={{
+            nodeStrength: -200,
+            linkDistance: 100
+          }}
+          defaultNodeSize={1}
+          labelType="nodes"
+          sizingType="attribute"
+          sizingAttribute="inDegree"
+          ref={graphRef}
+          theme={customTheme}
+          nodes={data.nodes}
+          edges={data.edges.filter((edge) => edge.data.relation === likes || likes === 1)}
+          selections={selections}
+          actives={actives}
+          onCanvasClick={onCanvasClick}
+          onNodeClick={onNodeClick}
+        />}
     </div>
   );
-
 }
 
diff --git a/src/NetworkTheme.tsx b/src/NetworkTheme.tsx
index 0527313..08f5099 100644
--- a/src/NetworkTheme.tsx
+++ b/src/NetworkTheme.tsx
@@ -34,7 +34,7 @@ export const customTheme: Theme = {
     activeFill: '#36C',
     opacity: 1,
     selectedOpacity: 1,
-    inactiveOpacity: 0.2,
+    inactiveOpacity: 0.333,
     label: {
       stroke: '#fff',
       color: '#2A6475',