diff --git a/package-lock.json b/package-lock.json
index 65e8bf6da..1d98792f3 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,3565 +1,8 @@
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@@ -3685,8 +128,7 @@
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-      "dev": true,
-      "requires": {}
+      "dev": true
     },
     "@octokit/plugin-rest-endpoint-methods": {
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@@ -5368,6 +1810,101 @@
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     },
+    "ngraph.events": {
+      "version": "1.2.2",
+      "resolved": "https://registry.npmjs.org/ngraph.events/-/ngraph.events-1.2.2.tgz",
+      "integrity": "sha512-JsUbEOzANskax+WSYiAPETemLWYXmixuPAlmZmhIbIj6FH/WDgEGCGnRwUQBK0GjOnVm8Ui+e5IJ+5VZ4e32eQ=="
+    },
+    "ngraph.expose": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/ngraph.expose/-/ngraph.expose-1.0.0.tgz",
+      "integrity": "sha512-xQXBvaN8cuNucgHuOK1aOWb6q6Yn5QcTWzI1XR5+SBPYuJhIDeO3Z8pm7/WdM1dS+ys4mofA5D0MpTDIxP+d5A=="
+    },
+    "ngraph.forcelayout3d": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/ngraph.forcelayout3d/-/ngraph.forcelayout3d-1.2.0.tgz",
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+      "requires": {
+        "ngraph.expose": "^1.0.0",
+        "ngraph.forcelayout": "^1.2.0",
+        "ngraph.merge": "^1.0.0",
+        "ngraph.quadtreebh3d": "^1.0.0",
+        "ngraph.random": "^1.0.0"
+      },
+      "dependencies": {
+        "ngraph.forcelayout": {
+          "version": "1.2.0",
+          "resolved": "https://registry.npmjs.org/ngraph.forcelayout/-/ngraph.forcelayout-1.2.0.tgz",
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+          "requires": {
+            "ngraph.events": "^1.0.0",
+            "ngraph.expose": "^1.0.0",
+            "ngraph.merge": "^1.0.0",
+            "ngraph.quadtreebh": "^1.0.0",
+            "ngraph.random": "^1.0.0"
+          }
+        }
+      }
+    },
+    "ngraph.graph": {
+      "version": "20.0.1",
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+      "requires": {
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+      }
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+    },
+    "ngraph.offline.layout": {
+      "version": "1.3.0",
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+      "requires": {
+        "mkdirp": "^0.5.1",
+        "ngraph.forcelayout3d": "^1.2.0"
+      }
+    },
+    "ngraph.quadtreebh": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/ngraph.quadtreebh/-/ngraph.quadtreebh-1.0.0.tgz",
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+      "requires": {
+        "ngraph.random": "^1.0.0"
+      }
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+    "ngraph.quadtreebh3d": {
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+      "requires": {
+        "ngraph.random": "^1.0.0"
+      }
+    },
+    "ngraph.random": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/ngraph.random/-/ngraph.random-1.1.0.tgz",
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+    },
+    "ngraph.tobinary": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/ngraph.tobinary/-/ngraph.tobinary-1.0.2.tgz",
+      "integrity": "sha512-UAUpW7vaox880jC413cvrvCUDGjvO8v5iIm5yLIMnfRO8cJELJM1HxPWbWox1Z+g4H57p2xh0GYz2g8vuuoiEw==",
+      "requires": {
+        "mkdirp": "^0.5.0",
+        "ngraph.merge": "0.0.1"
+      },
+      "dependencies": {
+        "ngraph.merge": {
+          "version": "0.0.1",
+          "resolved": "https://registry.npmjs.org/ngraph.merge/-/ngraph.merge-0.0.1.tgz",
+          "integrity": "sha512-iXchI5xMjYzA96mee//O7I7gtd4cCakWaSTu11aMTxRDbvBK2qpDDytYg58jO3usAUkjFxBdy1gxYppKmBDuRQ=="
+        }
+      }
+    },
     "node-abort-controller": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/node-abort-controller/-/node-abort-controller-3.0.1.tgz",
@@ -5900,14 +2437,6 @@
       "resolved": "https://registry.npmjs.org/stream-wormhole/-/stream-wormhole-1.1.0.tgz",
       "integrity": "sha512-gHFfL3px0Kctd6Po0M8TzEvt3De/xu6cnRrjlfYNhwbhLPLwigI2t1nc6jrzNuaYg5C4YF78PPFuQPzRiqn9ew=="
     },
-    "string_decoder": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
-      "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
-      "requires": {
-        "safe-buffer": "~5.2.0"
-      }
-    },
     "string-width": {
       "version": "4.2.3",
       "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
@@ -5919,6 +2448,14 @@
         "strip-ansi": "^6.0.1"
       }
     },
+    "string_decoder": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
+      "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
+      "requires": {
+        "safe-buffer": "~5.2.0"
+      }
+    },
     "strip-ansi": {
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
diff --git a/package.json b/package.json
index 4f3c61327..fb7d96bfc 100644
--- a/package.json
+++ b/package.json
@@ -38,6 +38,9 @@
     "js-yaml": "^4.1.0",
     "lodash": "^4.17.21",
     "neo4j-driver": "^4.4.1",
+    "ngraph.graph": "^20.0.1",
+    "ngraph.offline.layout": "^1.3.0",
+    "ngraph.tobinary": "^1.0.2",
     "node-cron": "^3.0.0",
     "p-wait-for": "^3.1.0",
     "parse-neo4j": "^0.6.11",
diff --git a/src/config.ts b/src/config.ts
index 83f8eb6d7..d2aba6694 100644
--- a/src/config.ts
+++ b/src/config.ts
@@ -32,6 +32,7 @@ let config = {
   },
   export: {
     path: '',
+    galaxyPath: '',
     needInit: true,
   },
 };
@@ -43,7 +44,7 @@ export default async () => {
       await import('./local_config').then(localConfig => {
         config = merge(config, localConfig.default);
       });
-    } catch {}
+    } catch { }
   }
   return config;
 }
diff --git a/src/cron/tasks/open_galaxy.ts b/src/cron/tasks/open_galaxy.ts
new file mode 100644
index 000000000..68dadf95a
--- /dev/null
+++ b/src/cron/tasks/open_galaxy.ts
@@ -0,0 +1,164 @@
+import { Task } from "..";
+import { runQueryStream } from "../../db/neo4j";
+import { forEveryMonth } from "../../metrics/basic";
+import getConfig from '../../config';
+import createGraph from 'ngraph.graph';
+import { join } from "path";
+import { existsSync, mkdirSync, readFileSync, rmSync, writeFileSync } from "fs";
+import { getLabelData } from "../../label_data_utils";
+var createLayout = require('ngraph.offline.layout');
+var save = require('ngraph.tobinary');
+
+interface Node {
+  id: string; // id of the node
+  t: string;  // type of the node
+  n: string;  // name of the node
+  or: Number; // OpenRank of the node
+};
+/**
+ * This task is used to generate data for open galaxy
+ * https://github.com/X-lab2017/open-galaxy
+ */
+const task: Task = {
+  cron: '0 0 5 * *',
+  enable: true,
+  immediate: true,
+  callback: async () => {
+    const forceClear = false;
+
+    const config = await getConfig();
+    const exportBasePath = config.export.galaxyPath;
+    const lastMonth = new Date();
+    lastMonth.setMonth(lastMonth.getMonth() - 1);
+
+    const labelsFileName = 'labels.json', originLabelsFileName = 'labels_origin.json', linksFileName = 'links.bin', positionsFileName = 'positions.bin', repoLabelFileName = 'repo_labels.json';
+
+    const labelData = getLabelData();
+
+    const lastPositionMap = new Map<string, Number[]>();
+    const labelMap = new Map<string, Set<string>>();
+    let key = '';
+    const keys: string[] = [];
+
+    await forEveryMonth(2015, 1, lastMonth.getFullYear(), lastMonth.getMonth() + 1, async (y, m) => {
+      key = `${y}-${m.toString().padStart(2, '0')}`;
+      console.log(`Gonna export ${key}`);
+
+      // save the graph
+      const exportPath = join(exportBasePath, key);
+      if (forceClear && existsSync(exportPath)) {
+        rmSync(exportPath, { recursive: true });
+      }
+      if (!existsSync(exportPath)) {
+        mkdirSync(exportPath, { recursive: true });
+      }
+
+      // generate the graph if files not exists or deleted
+      if (![labelsFileName, linksFileName, positionsFileName, repoLabelFileName]
+        .every(f => existsSync(join(exportPath, f)))) {
+        const nodeMap = new Map<string, Node>();
+        const edgeArr: any[] = [];
+
+        // export nodes and edges
+        await runQueryStream(`MATCH (r:Repo)<-[a:ACTION]-(u:User)
+          WHERE
+            r.open_rank_${y}${m} > e() AND
+            u.open_rank_${y}${m} > e() AND
+            a.activity_${y}${m} > 2 
+          RETURN
+            id(r) AS rid,
+            r.name AS repoName,
+            r.id AS repoId,
+            r.org_id AS orgId,
+            ROUND(r.open_rank_${y}${m}, 2) AS ror,
+            id(u) AS uid,
+            u.login AS userName,
+            ROUND(u.open_rank_${y}${m}, 2) AS uor,
+            a.activity_${y}${m} AS activity
+          `, async r => {
+          nodeMap.set(r.rid, { id: r.rid, t: 'r', n: r.repoName, or: r.ror });
+          nodeMap.set(r.uid, { id: r.uid, t: 'u', n: r.userName, or: r.uor });
+          edgeArr.push({ from: r.uid, to: r.rid, weight: r.activity });
+          labelData.filter(l => l.githubOrgs.includes(parseInt(r.orgId)) || l.githubRepos.includes(parseInt(r.repoId)))
+            .forEach(l => {
+              if (!labelMap.has(l.name)) labelMap.set(l.name, new Set<string>());
+              labelMap.get(l.name)!.add(r.rid);
+            });
+        });
+        console.log(`Load graph done, node size is ${nodeMap.size}, edge size is ${edgeArr.length}`);
+
+        // build graph in ngraph
+        const g = createGraph();
+        for (const n of nodeMap.entries()) {
+          g.addNode(n[0], n[1]);
+        }
+        var maxWeight = 0;
+        for (const e of edgeArr) {
+          const link: any = g.addLink(e.from, e.to);
+          link.length = e.weight;
+          if (e.weight > maxWeight) maxWeight = e.weight;
+        }
+        // adjust link length
+        const maxLength = 30, minLength = 10;
+        g.forEachLink(link => {
+          (link as any).length = maxLength - (((link as any).length / maxWeight) * (maxLength - minLength) + minLength) + minLength;
+        });
+        save(g, {
+          outDir: exportPath,
+          labels: originLabelsFileName,
+        });
+
+        // regenerate label file
+        const nodeIds = JSON.parse(readFileSync(join(exportPath, originLabelsFileName)).toString());
+        writeFileSync(join(exportPath, labelsFileName), JSON.stringify(nodeIds.map(id => nodeMap.get(id))));
+        rmSync(join(exportPath, originLabelsFileName));
+
+        // create layout
+        if (!existsSync(join(exportPath, positionsFileName))) {
+          const layout = createLayout(g, {
+            iterations: 1000,
+            saveEach: 1000,
+            outDir: exportPath,
+            layoutOptions: {
+              nodeMass: id => g.getNode(id)?.data.or,
+            }
+          });
+          // set node position to last month positions
+          nodeIds.forEach(id => {
+            if (lastPositionMap.has(id)) {
+              layout.getLayout().setNodePosition(id, ...lastPositionMap.get(id)!);
+            }
+          });
+          layout.run(true);
+        }
+
+        // export label data
+        writeFileSync(join(exportPath, repoLabelFileName), JSON.stringify(Array.from(labelMap.entries()).map(i => {
+          return {
+            name: i[0],
+            ids: Array.from(i[1]),
+          };
+        })));
+      }
+
+      // load the position info for next month
+      const nodes = JSON.parse(readFileSync(join(exportPath, labelsFileName)).toString());
+      const buf = readFileSync(join(exportPath, positionsFileName));
+      nodes.forEach((node, index) => {
+        const offset = index * 4 * 3;
+        const coordinates = [0, 4, 8].map(i => buf.readInt32LE(offset + i));
+        lastPositionMap.set(node.id, coordinates);
+      });
+      console.log(`Find ${lastPositionMap.size} nodes' positions from ${key}`);
+
+      keys.push(key);
+    });
+
+    writeFileSync(join(exportBasePath, 'manifest.json'), JSON.stringify({
+      all: keys,
+      last: keys[keys.length - 1],
+    }));
+  },
+};
+
+module.exports = task;
diff --git a/src/db/neo4j.ts b/src/db/neo4j.ts
index cfa6bd560..ee04caa64 100644
--- a/src/db/neo4j.ts
+++ b/src/db/neo4j.ts
@@ -16,6 +16,23 @@ export async function query<T = any>(query: string, params?: any): Promise<T[]>
   return parser.parse(r) as T[];
 }
 
+export async function runQueryStream<T = any>(query: string, onRecord: (r: T) => Promise<void>, params?: any): Promise<void> {
+  return new Promise(async (resolve, reject) => {
+    const session = (await getClient()).session();
+    const result = session.run(query, params);
+    result.subscribe({
+      onNext: (r: any) => onRecord(parseRecord(r)),
+      onCompleted: () => session.close().then(() => resolve()),
+      onError: reject,
+    });
+  });
+}
+
 export function parseRecord<T = any>(record: any): T {
-  return parser.parseRecord(record)._fields[0];
+  const item = parser.parseRecord(record);
+  const ret: any = {};
+  for (const key of item.keys) {
+    ret[key] = item._fields[item._fieldLookup[key]];
+  }
+  return ret;
 }