diff --git a/components.d.ts b/components.d.ts
index c424b4e..6e5f75b 100644
--- a/components.d.ts
+++ b/components.d.ts
@@ -8,13 +8,20 @@ export {}
 declare module '@vue/runtime-core' {
   export interface GlobalComponents {
     LoginMenu: typeof import('./src/components/LoginMenu.vue')['default']
+    NetworkSubsetter: typeof import('./src/components/NetworkSubsetter.vue')['default']
     VAvatar: typeof import('vuetify/lib')['VAvatar']
     VBtn: typeof import('vuetify/lib')['VBtn']
     VCard: typeof import('vuetify/lib')['VCard']
+    VCardText: typeof import('vuetify/lib')['VCardText']
+    VCardTitle: typeof import('vuetify/lib')['VCardTitle']
+    VDivider: typeof import('vuetify/lib')['VDivider']
     VIcon: typeof import('vuetify/lib')['VIcon']
     VList: typeof import('vuetify/lib')['VList']
     VListItem: typeof import('vuetify/lib')['VListItem']
     VListItemAction: typeof import('vuetify/lib')['VListItemAction']
     VMenu: typeof import('vuetify/lib')['VMenu']
+    VOverlay: typeof import('vuetify/lib')['VOverlay']
+    VRow: typeof import('vuetify/lib')['VRow']
+    VSlider: typeof import('vuetify/lib')['VSlider']
   }
 }
diff --git a/src/components/NetworkSubsetter.vue b/src/components/NetworkSubsetter.vue
new file mode 100644
index 0000000..d0ec356
--- /dev/null
+++ b/src/components/NetworkSubsetter.vue
@@ -0,0 +1,82 @@
+<template>
+  <div>
+    <v-row
+      align="center"
+      justify="center"
+    >
+      <v-overlay
+        absolute
+      >
+        <v-card>
+          <v-card-title>Network Too Large</v-card-title>
+          <v-card-text>
+            The network you are loading is too large to visualize in this tool. Please select one of the following options:
+          </v-card-text>
+          <v-card>
+            <v-divider />
+            <v-card-text>
+              <div>Choose a random subset of nodes</div>
+              <v-slider
+                v-model="subsetAmount"
+                :max="maxSubsetSize"
+                :min="minSubsetSize"
+                step="10"
+                ticks
+                thumb-label
+                thumb-color="primary"
+              >
+                <template v-slot:append>
+                  <v-btn
+                    color="primary"
+                    class="mt-0 pt-0"
+                    @click="subset"
+                  >subset</v-btn>
+                </template>
+              </v-slider>
+            </v-card-text>
+            <v-divider />
+          </v-card>
+        </v-card>
+      </v-overlay>
+    </v-row>
+  </div>
+</template>
+
+<script setup lang="ts">
+import { multinetApi } from 'multinet';
+import { ref } from 'vue';
+import { LoadError, Network } from '../types';
+import { subsetNetwork } from '../utils/queryUtils';
+
+const props = defineProps<{
+  workspaceName: string;
+  minSubsetSize: number;
+  maxSubsetSize: number;
+  nodeTableNames: string[];
+  edgeTableName: string;
+  loadError: LoadError;
+  setLoadError: (a: LoadError) => void;
+  networkName: string;
+  api: ReturnType<typeof multinetApi>;
+}>();
+
+const emit = defineEmits<{
+  (e: 'networkUpdated', network: Network): void
+}>()
+
+const subsetAmount = ref(0);
+
+async function subset() {
+  const newNetwork = await subsetNetwork(
+    props.workspaceName,
+    subsetAmount.value,
+    props.nodeTableNames,
+    props.edgeTableName,
+    props.loadError,
+    props.setLoadError,
+    props.networkName,
+    props.api,
+  );
+  emit('networkUpdated', newNetwork);
+}
+</script>
diff --git a/src/main.ts b/src/main.ts
index c36b180..3e06984 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -1,5 +1,7 @@
 import LoginMenu from './components/LoginMenu.vue';
+import NetworkSubsetter from './components/NetworkSubsetter.vue';
 
 export {
   LoginMenu,
+  NetworkSubsetter,
 };
\ No newline at end of file
diff --git a/src/types.ts b/src/types.ts
new file mode 100644
index 0000000..a754d1f
--- /dev/null
+++ b/src/types.ts
@@ -0,0 +1,26 @@
+import { TableRow } from 'multinet';
+
+export interface Node extends TableRow {
+  type: string;
+  neighbors: string[];
+  degreeCount: number;
+  children?: Node[];
+  parentPosition?: number;
+  [propName: string]: unknown;
+}
+
+export interface Edge extends TableRow {
+  _from: string;
+  _to: string;
+  [propName: string]: unknown;
+}
+
+export interface Network {
+  nodes: Node[];
+  edges: Edge[];
+}
+
+export interface LoadError {
+  message: string;
+  href: string;
+}
diff --git a/src/utils/queryUtils.ts b/src/utils/queryUtils.ts
new file mode 100644
index 0000000..c078322
--- /dev/null
+++ b/src/utils/queryUtils.ts
@@ -0,0 +1,46 @@
+import { LoadError, Network } from '../types';
+import { multinetApi } from 'multinet';
+
+export async function subsetNetwork(
+  workspaceName: string,
+  subsetAmount: number,
+  nodeTableNames: string[],
+  edgeTableName: string,
+  loadError: LoadError,
+  setLoadError: (a: LoadError) => void,
+  networkName: string,
+  api: ReturnType<typeof multinetApi>
+) {
+  const aqlQuery = `let nodes = (FOR n in [${nodeTableNames}][**] LIMIT ${subsetAmount} RETURN n) let edges = (FOR e in ${edgeTableName} filter e._from in nodes[**]._id && e._to in nodes[**]._id RETURN e)
+      RETURN {"nodes": nodes[**], edges}`;
+
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  let newAQLNetwork: Network = { nodes: [], edges: []};
+
+  try {
+    newAQLNetwork = (await api.aql(workspaceName, { query: aqlQuery, bind_vars: {} }) as Network[])[0];
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  } catch (error: any) {
+    if (error.status === 400) {
+      setLoadError({
+        message: error.statusText,
+        href: 'https://multinet.app',
+      });
+    } else {
+      setLoadError({
+        message: 'An unexpected error ocurred',
+        href: 'https://multinet.app',
+      });
+    }
+  } finally {
+    if (loadError.message === 'The network you are loading is too large' && typeof newAQLNetwork === 'undefined') {
+      // Catches CORS errors, issues when DB/API are down, etc.
+      setLoadError({
+        message: 'There was a network issue when getting data',
+        href: `./?workspace=${workspaceName}&network=${networkName}`,
+      });
+    }
+  }
+
+  return newAQLNetwork;
+}
\ No newline at end of file