diff --git a/package.json b/package.json
index 99658c9..afef0bf 100644
--- a/package.json
+++ b/package.json
@@ -20,6 +20,7 @@
     "@tailwindcss/forms": "^0.5.7",
     "@tailwindcss/typography": "^0.5.10",
     "asciidoctor": "^3.0.4",
+    "d3": "^7.9.0",
     "he": "^1.2.0",
     "markdown-it": "^14.0.0",
     "markdown-it-plain-text": "^0.3.0",
diff --git a/src/lib/components/EventNetwork.svelte b/src/lib/components/EventNetwork.svelte
new file mode 100644
index 0000000..8ad44b6
--- /dev/null
+++ b/src/lib/components/EventNetwork.svelte
@@ -0,0 +1,395 @@
+<script lang="ts">
+  import { onMount } from "svelte";
+  import * as d3 from "d3";
+  import type { NDKEvent } from "@nostr-dev-kit/ndk";
+
+  export let events: NDKEvent[] = [];
+
+  let svg;
+  let isDarkMode = false;
+  const width = 1200;
+  const height = 600;
+  const nodeRadius = 20;
+  const dragRadius = 45;
+  const linkDistance = 120;
+
+  function updateTheme() {
+    isDarkMode = !isDarkMode;
+    document.body.classList.toggle("dark");
+    if (svg) drawNetwork();
+  }
+
+  function getEventColor(eventId: string): string {
+    const num = parseInt(eventId.slice(0, 4), 16);
+    const hue = num % 360;
+    const saturation = 70;
+    const lightness = 75;
+    return `hsl(${hue}, ${saturation}%, ${lightness}%)`;
+  }
+
+  function generateGraph(events: NDKEvent[]) {
+    const nodes = [];
+    const links = [];
+    const nodeMap = new Map();
+
+    function getNode(id: string, event?: NDKEvent, index?: number) {
+      if (!id) return null;
+
+      if (!nodeMap.has(id)) {
+        const node = {
+          id,
+          event,
+          index,
+          isContainer: event?.kind === 30040,
+          title: event?.getMatchingTags("title")?.[0]?.[1] || "Untitled",
+          content: event?.content || "",
+          author: event?.pubkey,
+          type: event?.kind === 30040 ? "Index" : "Content",
+        };
+        nodes.push(node);
+        nodeMap.set(id, node);
+      }
+      return nodeMap.get(id);
+    }
+
+    // Process index events first
+    const indexEvents = events.filter((e) => e.kind === 30040);
+
+    indexEvents.forEach((index) => {
+      if (!index.id) return;
+
+      const contentRefs = index.getMatchingTags("e");
+      const sourceNode = getNode(index.id, index);
+      if (!sourceNode) return;
+
+      // Create a linear chain of content events
+      contentRefs.forEach((tag, idx) => {
+        if (!tag[1]) return;
+
+        const targetEvent = events.find((e) => e.id === tag[1]);
+        if (!targetEvent) return;
+
+        const targetNode = getNode(tag[1], targetEvent, idx);
+        if (!targetNode) return;
+
+        const prevNodeId =
+          idx === 0 ? sourceNode.id : contentRefs[idx - 1]?.[1];
+        const prevNode = nodeMap.get(prevNodeId);
+
+        if (prevNode && targetNode) {
+          links.push({
+            source: prevNode,
+            target: targetNode,
+            isSequential: true,
+          });
+        }
+      });
+    });
+
+    return { nodes, links };
+  }
+
+  function drawNetwork() {
+    if (!svg || !events?.length) return;
+
+    d3.select(svg).selectAll("*").remove();
+
+    const { nodes, links } = generateGraph(events);
+    if (!nodes.length) return;
+
+    const svgElement = d3
+      .select(svg)
+      .attr(
+        "class",
+        "network-leather w-full border border-gray-300 dark:border-gray-700 rounded",
+      )
+      .attr("viewBox", [0, 0, width, height]);
+
+    // Set up zoom behavior
+    const zoom = d3
+      .zoom()
+      .scaleExtent([0.1, 4])
+      .on("zoom", (event) => {
+        g.attr("transform", event.transform);
+      });
+
+    svgElement.call(zoom);
+
+    const g = svgElement.append("g");
+
+    // Force simulation setup
+    const simulation = d3
+      .forceSimulation(nodes)
+      .force(
+        "link",
+        d3
+          .forceLink(links)
+          .id((d) => d.id)
+          .distance(linkDistance),
+      )
+      .force("charge", d3.forceManyBody().strength(-500))
+      .force("center", d3.forceCenter(width / 2, height / 2))
+      .force("x", d3.forceX(width / 2).strength(0.1))
+      .force("y", d3.forceY(height / 2).strength(0.1))
+      .force("collision", d3.forceCollide().radius(nodeRadius * 2.5));
+
+    // Define arrow marker with black fill
+    const marker = g
+      .append("defs")
+      .selectAll("marker")
+      .data(["arrowhead"])
+      .join("marker")
+      .attr("id", "arrowhead")
+      .attr("viewBox", "0 -5 20 20")
+      .attr("refX", nodeRadius + 10)
+      .attr("refY", 0)
+      .attr("markerWidth", 8)
+      .attr("markerHeight", 8)
+      .attr("orient", "auto");
+
+    marker
+      .append("path")
+      .attr("d", "M -8,-5 L 0, 0 L -8, 5 Z")
+      .attr("class", "network-link-leather"); // Black fill for arrowhead
+
+    // Create links
+    const link = g
+      .selectAll("path")
+      .data(links)
+      .join("path")
+      .attr("class", "network-link-leather")
+      .attr("stroke-width", 2)
+      .attr("fill", "none")
+      .attr("marker-end", "url(#arrow)")
+      .attr("fill", "none");
+
+    // Create nodes
+    const node = g
+      .selectAll("g")
+      .data(nodes)
+      .join("g")
+      .attr("class", "node network-node-leather")
+      .call(
+        d3
+          .drag()
+          .on("start", dragstarted)
+          .on("drag", dragged)
+          .on("end", dragended),
+      );
+
+    // Add invisible larger circle for better drag handling
+    node
+      .append("circle")
+      .attr("r", dragRadius)
+      .attr("fill", "transparent")
+      .style("cursor", "move");
+
+    // Add visible node circle
+    node
+      .append("circle")
+      .attr("r", nodeRadius)
+      .attr("fill", (d) => {
+        if (!d.isContainer) {
+          return isDarkMode ? "#342718" : "#d6c1a8"; // primary-800 : primary-100
+        }
+        return getEventColor(d.id);
+      })
+      .attr("stroke", "#000000") // Black outline for all nodes
+      .attr("stroke-width", 2);
+
+    // Add text labels
+    node
+      .append("text")
+      .attr("dy", "0.35em")
+      .attr("text-anchor", "middle")
+      .attr("fill", "#000000") // Always black
+      .attr("font-size", "12px")
+      .attr("font-weight", "bold") // Making it bold for better contrast
+      .text((d) => (d.isContainer ? "I" : "C"));
+
+    // Add tooltips
+    const tooltip = d3
+      .select("body")
+      .append("div")
+      .attr(
+        "class",
+        "fixed hidden bg-primary-0 dark:bg-primary-1000 " +
+          "text-gray-800 dark:text-gray-300 " +
+          "p-4 rounded shadow-lg border border-gray-200 dark:border-gray-800 " +
+          "transition-colors duration-200",
+      )
+      .style("z-index", 1000);
+
+    node
+      .on("mouseover", function (event, d) {
+        tooltip
+          .style("display", "block")
+          .html(
+            `
+            <div class="space-y-2">
+              <div class="font-bold text-base">${d.title}</div>
+              <div class="text-gray-600 dark:text-gray-400 text-sm">
+                ${d.type} (${d.isContainer ? "30040" : "30041"})
+              </div>
+              <div class="text-gray-600 dark:text-gray-400 text-sm overflow-hidden text-ellipsis">
+                ID: ${d.id}
+              </div>
+              ${
+                d.content
+                  ? `
+                <div class="mt-2 text-xs bg-gray-100 dark:bg-gray-800 p-2 rounded overflow-auto max-h-40">
+                  ${d.content}
+                </div>
+              `
+                  : ""
+              }
+            </div>
+          `,
+          )
+          .style("left", event.pageX + 10 + "px")
+          .style("top", event.pageY - 10 + "px");
+      })
+      .on("mousemove", function (event) {
+        tooltip
+          .style("left", event.pageX + 10 + "px")
+          .style("top", event.pageY - 10 + "px");
+      })
+      .on("mouseout", () => {
+        tooltip.style("display", "none");
+      });
+
+    // Handle simulation ticks
+    simulation.on("tick", () => {
+      link.attr("d", (d) => {
+        const dx = d.target.x - d.source.x;
+        const dy = d.target.y - d.source.y;
+        const angle = Math.atan2(dy, dx);
+
+        // Adjust start and end points to prevent overlap with nodes
+        const startX = d.source.x + nodeRadius * Math.cos(angle);
+        const startY = d.source.y + nodeRadius * Math.sin(angle);
+        const endX = d.target.x - nodeRadius * Math.cos(angle);
+        const endY = d.target.y - nodeRadius * Math.sin(angle);
+
+        return `M${startX},${startY}L${endX},${endY}`;
+      });
+      node.attr("transform", (d) => `translate(${d.x},${d.y})`);
+    });
+
+    // Drag handlers
+    function dragstarted(event, d) {
+      if (!event.active) simulation.alphaTarget(0.3).restart();
+      d.fx = d.x;
+      d.fy = d.y;
+    }
+
+    function dragged(event, d) {
+      d.fx = event.x;
+      d.fy = event.y;
+    }
+
+    function dragended(event, d) {
+      if (!event.active) simulation.alphaTarget(0);
+      d.fx = null;
+      d.fy = null;
+    }
+  }
+
+  $: {
+    if (svg && events?.length) {
+      drawNetwork();
+    }
+  }
+
+  onMount(() => {
+    isDarkMode = document.body.classList.contains("dark");
+
+    // Watch for theme changes
+    const observer = new MutationObserver((mutations) => {
+      mutations.forEach((mutation) => {
+        if (mutation.attributeName === "class") {
+          const newIsDarkMode = document.body.classList.contains("dark");
+          if (newIsDarkMode !== isDarkMode) {
+            isDarkMode = newIsDarkMode;
+            drawNetwork();
+          }
+        }
+      });
+    });
+
+    observer.observe(document.documentElement, {
+      attributes: true,
+      attributeFilter: ["class"],
+    });
+
+    return () => observer.disconnect();
+  });
+</script>
+
+# /lib/components/EventNetwork.svelte
+<div class="w-full">
+  <svg
+    bind:this={svg}
+    class="w-full border border-gray-300 dark:border-gray-700 rounded"
+    {width}
+    {height}
+  />
+  <div
+    class="mt-4 p-4 bg-primary-0 dark:bg-primary-1000 rounded-lg shadow border border-gray-200 dark:border-gray-800"
+  >
+    <h3 class="text-lg font-bold mb-2 text-gray-800 dark:text-gray-300">
+      Legend
+    </h3>
+    <ul class="list-disc pl-5 space-y-2 text-gray-800 dark:text-gray-300">
+      <li class="flex items-center">
+        <div class="relative w-6 h-6 mr-2">
+          <!-- Increased size to match network -->
+          <span
+            class="absolute inset-0 rounded-full border-2 border-black"
+            style="background-color: hsl(200, 70%, 75%)"
+          />
+          <span
+            class="absolute inset-0 flex items-center justify-center text-black"
+            style="font-size: 12px;">I</span
+          >
+        </div>
+        <span>Index events (kind 30040) - Each with a unique pastel color</span>
+      </li>
+      <li class="flex items-center">
+        <div class="relative w-6 h-6 mr-2">
+          <span
+            class="absolute inset-0 rounded-full border-2 border-black bg-gray-700 dark:bg-gray-300"
+            style="background-color: #d6c1a8"
+          />
+          <span
+            class="absolute inset-0 flex items-center justify-center text-black"
+            style="font-size: 12px;  ">C</span
+          >
+        </div>
+        <span>Content events (kind 30041) - Publication sections</span>
+      </li>
+      <li class="flex items-center">
+        <svg class="w-6 h-6 mr-2" viewBox="0 0 24 24">
+          <path
+            d="M4 12h16M16 6l6 6-6 6"
+            class="network-link-leather"
+            stroke-width="2"
+            stroke-linecap="round"
+            marker-end="url(#arrowhead)"
+          />
+        </svg>
+        <span>Arrows indicate reading/sequence order</span>
+      </li>
+    </ul>
+  </div>
+</div>
+
+<style>
+  :global(.network-link-leather) {
+    @apply stroke-gray-400 dark:stroke-gray-600 fill-gray-400 dark:fill-gray-600;
+  }
+
+  :global(.text-leather) {
+    @apply fill-gray-800 dark:fill-gray-300;
+  }
+</style>
diff --git a/src/routes/visualize/+page.svelte b/src/routes/visualize/+page.svelte
index 9afab24..3bf515e 100644
--- a/src/routes/visualize/+page.svelte
+++ b/src/routes/visualize/+page.svelte
@@ -1,12 +1,92 @@
-<script lang='ts'>
-  import { Heading } from "flowbite-svelte";
+<script lang="ts">
+  import { onMount } from "svelte";
+  import EventNetwork from "$lib/components/EventNetwork.svelte";
+  import { ndk } from "$lib/ndk";
+  import type { NDKEvent } from "@nostr-dev-kit/ndk";
+  import { filterValidIndexEvents } from "$lib/utils";
 
-  
+  let events: NDKEvent[] = [];
+  let loading = true;
+  let error: string | null = null;
+
+  async function fetchEvents() {
+    try {
+      loading = true;
+      error = null;
+
+      // Fetch both index and content events
+      const indexEvents = await $ndk.fetchEvents(
+        { kinds: [30040] },
+        {
+          groupable: true,
+          skipVerification: false,
+          skipValidation: false,
+        },
+      );
+
+      // Filter valid index events according to NIP-62
+      const validIndexEvents = filterValidIndexEvents(indexEvents);
+
+      // Get all the content event IDs referenced by the index events
+      const contentEventIds = new Set<string>();
+      validIndexEvents.forEach((event) => {
+        event.getMatchingTags("e").forEach((tag) => {
+          contentEventIds.add(tag[1]);
+        });
+      });
+
+      // Fetch the referenced content events
+      const contentEvents = await $ndk.fetchEvents(
+        {
+          kinds: [30041],
+          ids: Array.from(contentEventIds),
+        },
+        {
+          groupable: true,
+          skipVerification: false,
+          skipValidation: false,
+        },
+      );
+
+      // Combine both sets of events
+      events = [...Array.from(validIndexEvents), ...Array.from(contentEvents)];
+    } catch (e) {
+      console.error("Error fetching events:", e);
+      error = e.message;
+    } finally {
+      loading = false;
+    }
+  }
+
+  onMount(() => {
+    fetchEvents();
+  });
 </script>
 
-<div class='w-full flex justify-center'>
-  <main class='main-leather flex flex-col space-y-4 max-w-2xl w-full mt-4 mb-4'>
-    <Heading tag='h1' class='h-leather mb-2'>Visualize</Heading>
-    <p>Coming soon.</p>
-  </main>
-</div>
\ No newline at end of file
+<div class="leather w-full p-4">
+  <h1 class="h-leather text-2xl font-bold mb-4">Publication Network</h1>
+
+  {#if loading}
+    <div class="flex justify-center items-center h-64">
+      <p class="text-gray-600 dark:text-gray-400">Loading network data...</p>
+    </div>
+  {:else if error}
+    <div
+      class="bg-red-100 dark:bg-red-900 border border-red-400 dark:border-red-600
+                text-red-700 dark:text-red-300 px-4 py-3 rounded"
+    >
+      <p>Error loading network: {error}</p>
+      <button class="btn-leather mt-2 px-4 py-2 rounded" on:click={fetchEvents}>
+        Retry
+      </button>
+    </div>
+  {:else}
+    <EventNetwork {events} />
+
+    <div class="mt-8 prose dark:prose-invert max-w-none">
+      <!-- Legend section with proper styling -->
+      <h2 class="h-leather">About This Visualization</h2>
+      <!-- ... rest of the content ... -->
+    </div>
+  {/if}
+</div>