diff --git a/packages/libs/components/src/plots/BipartiteNetwork.tsx b/packages/libs/components/src/plots/BipartiteNetwork.tsx
new file mode 100755
index 0000000000..577099871d
--- /dev/null
+++ b/packages/libs/components/src/plots/BipartiteNetwork.tsx
@@ -0,0 +1,158 @@
+import { BipartiteNetworkData, NodeData } from '../types/plots/network';
+import { partition } from 'lodash';
+import { LabelPosition, Link, NodeWithLabel } from './Network';
+import { Graph } from '@visx/network';
+import { Text } from '@visx/text';
+import { CSSProperties } from 'react';
+import { DEFAULT_CONTAINER_HEIGHT } from './PlotlyPlot';
+import Spinner from '../components/Spinner';
+
+export interface BipartiteNetworkProps {
+  /** Bipartite network data */
+  data: BipartiteNetworkData;
+  /** Name of column 1 */
+  column1Name?: string;
+  /** Name of column 2 */
+  column2Name?: string;
+  /** styling for the plot's container */
+  containerStyles?: CSSProperties;
+  /** container name */
+  containerClass?: string;
+  /** shall we show the loading spinner? */
+  showSpinner?: boolean;
+  /** plot width */
+  width?: number;
+}
+
+// The BipartiteNetwork function draws a two-column network using visx. This component handles
+// the positioning of each column, and consequently the positioning of nodes and links.
+export function BipartiteNetwork(props: BipartiteNetworkProps) {
+  const {
+    data,
+    column1Name,
+    column2Name,
+    containerStyles = { width: '100%', height: DEFAULT_CONTAINER_HEIGHT },
+    containerClass = 'web-components-plot',
+    showSpinner = false,
+    width,
+  } = props;
+
+  // Defaults
+  // Many of the below can get optional props in the future as we figure out optimal layouts
+  const DEFAULT_WIDTH = 400;
+  const DEFAULT_NODE_VERTICAL_SPACE = 30;
+  const DEFAULT_TOP_PADDING = 40;
+  const DEFAULT_COLUMN1_X = 100;
+  const DEFAULT_COLUMN2_X = (width ?? DEFAULT_WIDTH) - DEFAULT_COLUMN1_X;
+
+  // In order to assign coordinates to each node, we'll separate the
+  // nodes based on their column, then will use their order in the column
+  // (given by columnXNodeIDs) to finally assign the coordinates.
+  const nodesByColumn: NodeData[][] = partition(data.nodes, (node) => {
+    return data.column1NodeIDs.includes(node.id);
+  });
+
+  const nodesByColumnWithCoordinates = nodesByColumn.map(
+    (column, columnIndex) => {
+      const columnWithCoordinates = column.map((node) => {
+        // Find the index of the node in the column
+        type ColumnName = keyof typeof data;
+        const columnName = ('column' +
+          (columnIndex + 1) +
+          'NodeIDs') as ColumnName;
+        const indexInColumn = data[columnName].findIndex(
+          (id) => id === node.id
+        );
+
+        return {
+          // columnIndex of 0 refers to the left-column nodes whereas 1 refers to right-column nodes
+          x: columnIndex === 0 ? DEFAULT_COLUMN1_X : DEFAULT_COLUMN2_X,
+          y: DEFAULT_TOP_PADDING + DEFAULT_NODE_VERTICAL_SPACE * indexInColumn,
+          labelPosition:
+            columnIndex === 0 ? 'left' : ('right' as LabelPosition),
+          ...node,
+        };
+      });
+      return columnWithCoordinates;
+    }
+  );
+
+  // Assign coordinates to links based on the newly created node coordinates
+  const linksWithCoordinates = data.links.map((link) => {
+    const sourceNode = nodesByColumnWithCoordinates[0].find(
+      (node) => node.id === link.source.id
+    );
+    const targetNode = nodesByColumnWithCoordinates[1].find(
+      (node) => node.id === link.target.id
+    );
+    return {
+      ...link,
+      source: {
+        x: sourceNode?.x,
+        y: sourceNode?.y,
+        ...link.source,
+      },
+      target: {
+        x: targetNode?.x,
+        y: targetNode?.y,
+        ...link.target,
+      },
+    };
+  });
+
+  return (
+    <div
+      className={containerClass}
+      style={{ ...containerStyles, position: 'relative' }}
+    >
+      <svg
+        width={width ?? DEFAULT_WIDTH}
+        height={
+          Math.max(data.column1NodeIDs.length, data.column2NodeIDs.length) *
+            DEFAULT_NODE_VERTICAL_SPACE +
+          DEFAULT_TOP_PADDING
+        }
+      >
+        {/* Draw names of node colums if they exist */}
+        {column1Name && (
+          <Text
+            x={DEFAULT_COLUMN1_X}
+            y={DEFAULT_TOP_PADDING / 2}
+            textAnchor="end"
+          >
+            {column1Name}
+          </Text>
+        )}
+        {column2Name && (
+          <Text
+            x={DEFAULT_COLUMN2_X}
+            y={DEFAULT_TOP_PADDING / 2}
+            textAnchor="start"
+          >
+            {column2Name}
+          </Text>
+        )}
+
+        <Graph
+          graph={{
+            nodes: nodesByColumnWithCoordinates[0].concat(
+              nodesByColumnWithCoordinates[1]
+            ),
+            links: linksWithCoordinates,
+          }}
+          // Using our Link component so that it uses our nice defaults and
+          // can better expand to handle more complex events (hover and such).
+          linkComponent={({ link }) => <Link link={link} />}
+          nodeComponent={({ node }) => {
+            const nodeWithLabelProps = {
+              node: node,
+              labelPosition: node.labelPosition,
+            };
+            return <NodeWithLabel {...nodeWithLabelProps} />;
+          }}
+        />
+      </svg>
+      {showSpinner && <Spinner />}
+    </div>
+  );
+}
diff --git a/packages/libs/components/src/plots/Network.tsx b/packages/libs/components/src/plots/Network.tsx
index c9e2702f18..66243bb1cf 100755
--- a/packages/libs/components/src/plots/Network.tsx
+++ b/packages/libs/components/src/plots/Network.tsx
@@ -2,13 +2,15 @@ import { DefaultNode } from '@visx/network';
 import { Text } from '@visx/text';
 import { LinkData, NodeData } from '../types/plots/network';
 
+export type LabelPosition = 'right' | 'left';
+
 interface NodeWithLabelProps {
   /** Network node */
   node: NodeData;
   /** Function to run when a user clicks either the node or label */
   onClick?: () => void;
   /** Should the label be drawn to the left or right of the node? */
-  labelPosition?: 'right' | 'left';
+  labelPosition?: LabelPosition;
   /** Font size for the label. Ex. "1em" */
   fontSize?: string;
   /** Font weight for the label */
@@ -20,9 +22,10 @@ interface NodeWithLabelProps {
 // NodeWithLabel draws one node and an optional label for the node. Both the node and
 // label can be styled.
 export function NodeWithLabel(props: NodeWithLabelProps) {
-  const DEFAULT_NODE_RADIUS = 4;
-  const DEFAULT_NODE_COLOR = '#aaa';
+  const DEFAULT_NODE_RADIUS = 6;
+  const DEFAULT_NODE_COLOR = '#fff';
   const DEFAULT_STROKE_WIDTH = 1;
+  const DEFAULT_STROKE = '#111';
 
   const {
     node,
@@ -58,7 +61,7 @@ export function NodeWithLabel(props: NodeWithLabelProps) {
         r={nodeRadius}
         fill={color ?? DEFAULT_NODE_COLOR}
         onClick={onClick}
-        stroke={stroke}
+        stroke={stroke ?? DEFAULT_STROKE}
         strokeWidth={strokeWidth ?? DEFAULT_STROKE_WIDTH}
       />
       {/* Note that Text becomes a tspan */}
diff --git a/packages/libs/components/src/stories/plots/BipartiteNetwork.stories.tsx b/packages/libs/components/src/stories/plots/BipartiteNetwork.stories.tsx
new file mode 100755
index 0000000000..2fdbb6afe6
--- /dev/null
+++ b/packages/libs/components/src/stories/plots/BipartiteNetwork.stories.tsx
@@ -0,0 +1,116 @@
+import { Story, Meta } from '@storybook/react/types-6-0';
+import {
+  NodeData,
+  LinkData,
+  BipartiteNetworkData,
+} from '../../types/plots/network';
+import {
+  BipartiteNetwork,
+  BipartiteNetworkProps,
+} from '../../plots/BipartiteNetwork';
+import { twoColorPalette } from '../../types/plots';
+
+export default {
+  title: 'Plots/Network/BipartiteNetwork',
+  component: BipartiteNetwork,
+} as Meta;
+
+interface TemplateProps {
+  data: BipartiteNetworkData;
+  column1Name?: string;
+  column2Name?: string;
+  loading?: boolean;
+}
+
+// Template for showcasing our BipartiteNetwork component.
+const Template: Story<TemplateProps> = (args) => {
+  const bipartiteNetworkProps: BipartiteNetworkProps = {
+    data: args.data,
+    column1Name: args.column1Name,
+    column2Name: args.column2Name,
+    showSpinner: args.loading,
+    width: 500,
+  };
+  return <BipartiteNetwork {...bipartiteNetworkProps} />;
+};
+
+/**
+ * Stories
+ */
+
+// A basic bipartite network
+const simpleData = genBipartiteNetwork(20, 10);
+export const Simple = Template.bind({});
+Simple.args = {
+  data: simpleData,
+};
+
+// A network with lots and lots of points!
+const manyPointsData = genBipartiteNetwork(1000, 100);
+export const ManyPoints = Template.bind({});
+ManyPoints.args = {
+  data: manyPointsData,
+};
+
+// With column names
+export const WithColumnNames = Template.bind({});
+WithColumnNames.args = {
+  data: simpleData,
+  column1Name: 'Column 1',
+  column2Name: 'Column 2',
+};
+
+// Loading with a spinner
+export const Loading = Template.bind({});
+Loading.args = {
+  data: simpleData,
+  column1Name: 'Column 1',
+  column2Name: 'Column 2',
+  loading: true,
+};
+
+// Gerenate a bipartite network with a given number of nodes and random edges
+function genBipartiteNetwork(
+  column1nNodes: number,
+  column2nNodes: number
+): BipartiteNetworkData {
+  // Create the first column of nodes
+  const column1Nodes: NodeData[] = [...Array(column1nNodes).keys()].map((i) => {
+    return {
+      id: String(i),
+      label: 'Node ' + String(i),
+    };
+  });
+
+  // Create the second column of nodes
+  const column2Nodes: NodeData[] = [...Array(column2nNodes).keys()].map((i) => {
+    return {
+      id: String(i + column1nNodes),
+      label: 'Node ' + String(i + column1nNodes),
+    };
+  });
+
+  // Create links
+  // Not worried about exactly how many edges we're adding just yet since this is
+  // used for stories only. Adding color here to mimic what the visualization
+  // will do.
+  const links: LinkData[] = [...Array(column1nNodes * 2).keys()].map(() => {
+    return {
+      source: column1Nodes[Math.floor(Math.random() * column1nNodes)],
+      target: column2Nodes[Math.floor(Math.random() * column2nNodes)],
+      strokeWidth: Math.random() * 2,
+      color: Math.random() > 0.5 ? twoColorPalette[0] : twoColorPalette[1],
+    };
+  });
+
+  const nodes = column1Nodes.concat(column2Nodes);
+  const column1NodeIDs = column1Nodes.map((node) => node.id);
+  const column2NodeIDs = column2Nodes.map((node) => node.id);
+
+  return {
+    nodes,
+    links,
+    column1NodeIDs,
+    column2NodeIDs,
+  };
+}
diff --git a/packages/libs/components/src/stories/plots/NodeWithLabel.stories.tsx b/packages/libs/components/src/stories/plots/NodeWithLabel.stories.tsx
index f69368b550..5581465b64 100755
--- a/packages/libs/components/src/stories/plots/NodeWithLabel.stories.tsx
+++ b/packages/libs/components/src/stories/plots/NodeWithLabel.stories.tsx
@@ -4,7 +4,7 @@ import { NodeWithLabel } from '../../plots/Network';
 import { Group } from '@visx/group';
 
 export default {
-  title: 'Plots/Network',
+  title: 'Plots/Network/NodeWithLabel',
   component: NodeWithLabel,
 } as Meta;
 
diff --git a/packages/libs/components/src/types/plots/addOns.ts b/packages/libs/components/src/types/plots/addOns.ts
index 00480ff4bb..27b97bdb3f 100644
--- a/packages/libs/components/src/types/plots/addOns.ts
+++ b/packages/libs/components/src/types/plots/addOns.ts
@@ -339,6 +339,9 @@ export const significanceColors: SignificanceColors = {
   low: '#007F5C',
 };
 
+// Color palette optimized for two colors
+export const twoColorPalette: string[] = ['#0EADA5', '#AD3C00'];
+
 /** truncated axis flags */
 export type AxisTruncationAddon = {
   /** truncation config (flags) to show truncated axis (true) or not (false) */
diff --git a/packages/libs/components/src/types/plots/network.ts b/packages/libs/components/src/types/plots/network.ts
index fadf279582..a8cfb8a5c4 100755
--- a/packages/libs/components/src/types/plots/network.ts
+++ b/packages/libs/components/src/types/plots/network.ts
@@ -1,14 +1,11 @@
 // Types required for creating networks
 export type NodeData = {
-  /** For now x and y are required. Eventually the network should have a default layout so that
-   * these become unnecessary in certain situations.
-   */
-  /** The x coordinate of the node */
-  x: number;
-  /** The y coordinate of the node */
-  y: number;
   /** Node ID. Must be unique in the network! */
   id: string;
+  /** The x coordinate of the node */
+  x?: number;
+  /** The y coordinate of the node */
+  y?: number;
   /** Node color */
   color?: string;
   /** Node radius */