diff --git a/package.json b/package.json
index ee66b791..299c899b 100644
--- a/package.json
+++ b/package.json
@@ -21,8 +21,8 @@
     "@vue/eslint-config-typescript": "^11.0.2",
     "d3": "^7.8.0",
     "eslint-import-resolver-alias": "^1.1.2",
-    "multinet": "^0.21.4",
-    "multinet-components": "^0.0.2",
+    "multinet": "^0.21.7",
+    "multinet-components": "^0.0.4",
     "pinia": "^2.0.28",
     "react": "^18.2.0",
     "react-dom": "^18.2.0",
diff --git a/src/components/AlertBanner.vue b/src/components/AlertBanner.vue
index 25873509..8aed1141 100644
--- a/src/components/AlertBanner.vue
+++ b/src/components/AlertBanner.vue
@@ -1,48 +1,7 @@
-<script setup lang="ts">
-import { ref, watchEffect } from 'vue';
-import { useStore } from '@/store';
-import api from '@/api';
-import { storeToRefs } from 'pinia';
-
-const store = useStore();
-const { loadError } = storeToRefs(store);
-
-// Vars to store the selected choices in
-const workspace = ref<string | null>(null);
-const network = ref<string | null>(null);
-
-// Compute the workspace/network options
-const workspaceOptions = ref<string[]>([]);
-watchEffect(async () => {
-  workspaceOptions.value = (await api.workspaces()).results.map((workspaceObj) => workspaceObj.name);
-});
-
-const networkOptions = ref<string[]>([]);
-watchEffect(async () => {
-  if (workspace.value !== null) {
-    networkOptions.value = (await api.networks(workspace.value)).results.map((networkObj) => networkObj.name);
-  }
-});
-
-const buttonHref = ref(loadError.value.href);
-const buttonText = ref('');
-watchEffect(async () => {
-  if (workspace.value !== null) {
-    buttonHref.value = `./?workspace=${workspace.value}&network=${network.value}`;
-    buttonText.value = 'Go To Network';
-  } else if (loadError.value.message === 'There was a network issue when getting data') {
-    buttonHref.value = loadError.value.href;
-    buttonText.value = 'Refresh the page';
-  } else {
-    buttonHref.value = loadError.value.href;
-    buttonText.value = 'Back to MultiNet';
-  }
-});
-</script>
-
 <template>
   <div>
     <v-alert
+      v-if="loadError.message !== 'The network you are loading is too large'"
       type="warning"
       border="left"
       prominent
@@ -98,9 +57,88 @@ watchEffect(async () => {
         </v-col>
       </v-row>
     </v-alert>
+
+    <network-subsetter
+      v-if="loadError.message === 'The network you are loading is too large' && edgeTableName !== null"
+      :workspace-name="workspaceName"
+      :min-subset-size="10"
+      :max-subset-size="100"
+      :node-table-names="nodeTableNames"
+      :edge-table-name="edgeTableName"
+      :load-error="loadError"
+      :set-load-error="setLoadError"
+      :network-name="networkName"
+      :api="api"
+      @networkUpdated="replaceNetworkWithSubset"
+    />
   </div>
 </template>
 
+<script setup lang="ts">
+import { ref, watchEffect } from 'vue';
+import { useStore } from '@/store';
+import api from '@/api';
+import { storeToRefs } from 'pinia';
+import { LoadError, Network } from '@/types';
+import { NetworkSubsetter } from 'multinet-components';
+
+const store = useStore();
+const {
+  loadError,
+  networkName,
+  nodeTableNames,
+  edgeTableName,
+  workspaceName,
+} = storeToRefs(store);
+
+// Vars to store the selected choices in
+const workspace = ref<string | null>(null);
+const network = ref<string | null>(null);
+
+// Compute the workspace/network options
+const workspaceOptions = ref<string[]>([]);
+watchEffect(async () => {
+  workspaceOptions.value = (await api.workspaces()).results.map((workspaceObj) => workspaceObj.name);
+});
+
+const networkOptions = ref<string[]>([]);
+watchEffect(async () => {
+  if (workspace.value !== null) {
+    networkOptions.value = (await api.networks(workspace.value)).results.map((networkObj) => networkObj.name);
+  }
+});
+
+const buttonHref = ref(loadError.value.href);
+const buttonText = ref('');
+watchEffect(async () => {
+  if (workspace.value !== null) {
+    buttonHref.value = `./?workspace=${workspace.value}&network=${network.value}`;
+    buttonText.value = 'Go To Network';
+  } else if (loadError.value.message === 'There was a network issue when getting data') {
+    buttonHref.value = loadError.value.href;
+    buttonText.value = 'Refresh the page';
+  } else {
+    buttonHref.value = loadError.value.href;
+    buttonText.value = 'Back to MultiNet';
+  }
+});
+
+function replaceNetworkWithSubset(newNetwork: Network) {
+  if (newNetwork.nodes.length !== 0) {
+    // Update state with new network
+    store.network = newNetwork;
+    store.loadError = {
+      message: '',
+      href: '',
+    };
+  }
+}
+
+function setLoadError(newError: LoadError) {
+  loadError.value = newError;
+}
+</script>
+
 <style>
 html {
   scrollbar-width: none;
diff --git a/src/store/index.ts b/src/store/index.ts
index 3b4a9981..932af1c0 100644
--- a/src/store/index.ts
+++ b/src/store/index.ts
@@ -2,7 +2,9 @@ import { defineStore, storeToRefs } from 'pinia';
 import {
   forceCollide, Simulation, scaleLinear, scaleOrdinal, scaleSequential, interpolateBlues, interpolateReds, schemeCategory10,
 } from 'd3';
-import { ColumnTypes, NetworkSpec, UserSpec } from 'multinet';
+import {
+  ColumnTypes, NetworkSpec, Table, UserSpec,
+} from 'multinet';
 import api from '@/api';
 import {
   Edge, Node, NestedVariables, AttributeRanges, LoadError, Network, SimulationEdge, AttributeRange,
@@ -58,6 +60,14 @@ export const useStore = defineStore('store', () => {
     height: 0,
     width: 0,
   });
+  const networkTables = ref<Table[]>([]);
+
+  const nodeTableNames = computed(() => networkTables.value.filter((table) => !table.edge).map((table) => table.name));
+  const edgeTableName = computed(() => {
+    const edgeTable = networkTables.value.find((table) => table.edge);
+
+    return edgeTable !== undefined ? edgeTable.name : undefined;
+  });
 
   const nodeColorScale = computed(() => {
     if (columnTypes.value !== null && Object.keys(columnTypes.value).length > 0 && columnTypes.value[nodeColorVariable.value] === 'number') {
@@ -179,6 +189,24 @@ export const useStore = defineStore('store', () => {
       };
     }
 
+    networkTables.value = await api.networkTables(workspaceName.value, networkName.value);
+    // Get the network metadata promises
+    const metadataPromises: Promise<ColumnTypes>[] = [];
+    networkTables.value.forEach((table) => {
+      metadataPromises.push(api.columnTypes(workspaceName.value, table.name));
+    });
+
+    // Resolve network metadata promises
+    const resolvedMetadataPromises = await Promise.all(metadataPromises);
+
+    // Combine all network metadata
+    const columnTypesFromRequests: ColumnTypes = {};
+    resolvedMetadataPromises.forEach((types) => {
+      Object.assign(columnTypesFromRequests, types);
+    });
+
+    columnTypes.value = columnTypesFromRequests;
+
     if (loadError.value.message !== '') {
       return;
     }
@@ -196,24 +224,6 @@ export const useStore = defineStore('store', () => {
     };
     network.value = networkElements;
 
-    const networkTables = await api.networkTables(workspaceName.value, networkName.value);
-    // Get the network metadata promises
-    const metadataPromises: Promise<ColumnTypes>[] = [];
-    networkTables.forEach((table) => {
-      metadataPromises.push(api.columnTypes(workspaceName.value, table.name));
-    });
-
-    // Resolve network metadata promises
-    const resolvedMetadataPromises = await Promise.all(metadataPromises);
-
-    // Combine all network metadata
-    const columnTypesFromRequests: ColumnTypes = {};
-    resolvedMetadataPromises.forEach((types) => {
-      Object.assign(columnTypesFromRequests, types);
-    });
-
-    columnTypes.value = columnTypesFromRequests;
-
     // Guess the best label variable and set it
     const allVars: Set<string> = new Set();
     networkElements.nodes.map((node: Node) => Object.keys(node).forEach((key) => allVars.add(key)));
@@ -366,5 +376,7 @@ export const useStore = defineStore('store', () => {
     setEdgeLength,
     guessLabel,
     applyVariableLayout,
+    nodeTableNames,
+    edgeTableName,
   };
 });
diff --git a/yarn.lock b/yarn.lock
index 14573ccc..12bae0c0 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -3037,15 +3037,15 @@ ms@^2.1.1:
   resolved "https://registry.yarnpkg.com/ms/-/ms-2.1.3.tgz#574c8138ce1d2b5861f0b44579dbadd60c6615b2"
   integrity sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA==
 
-multinet-components@^0.0.2:
-  version "0.0.2"
-  resolved "https://registry.yarnpkg.com/multinet-components/-/multinet-components-0.0.2.tgz#172d6e68217c3089add1e2066a9eccfd5b73cf3e"
-  integrity sha512-D7OsIxzIjQEAEEb4asN9/8GD9NX/uck3w4wAJAkJrrmc46pB58dw3LnwPP4F4OyqHfwRfHdaX5iGYWPBukicJg==
-
-multinet@^0.21.4:
-  version "0.21.4"
-  resolved "https://registry.yarnpkg.com/multinet/-/multinet-0.21.4.tgz#9b9015fdeebd245800833db21b8f8e6d81aa351d"
-  integrity sha512-lYdj11yi5PJblDMg+T1fTih/2RMgIljYoWhpKElUNOdwPCHmc4Z1wFAd7Yo3nf1qKic2qlx0ac45XTcswnl05g==
+multinet-components@^0.0.4:
+  version "0.0.4"
+  resolved "https://registry.yarnpkg.com/multinet-components/-/multinet-components-0.0.4.tgz#26c519733ce72145f5ebf81de1333b294903ee4b"
+  integrity sha512-T3r/UsB4r4OLZXFx8uIbgYKls1CQ2q8yerySCWQHEbJ0Jga57g2sIyHEpdecXo4Rf3yH/9ZcvhAqBIrV1hnF6A==
+
+multinet@^0.21.7:
+  version "0.21.8"
+  resolved "https://registry.yarnpkg.com/multinet/-/multinet-0.21.8.tgz#a8f6d08480c64a1c38e4874922e82f5e707f1518"
+  integrity sha512-9rXHDUa0B6XKjcwJnAijNTPyvxmm3ZaMgdRxYmSt9fMOKboVBG85JGX65sCpSNA64mJ/6ocplIJhcqOgdHRv1Q==
   dependencies:
     axios "^0.21.1"
     django-s3-file-field "^0.1.2"