diff --git a/content/tutorials/react-publish-data-set.md b/content/tutorials/react-publish-data-set.md
index c4e52b70..0f38e3fd 100644
--- a/content/tutorials/react-publish-data-set.md
+++ b/content/tutorials/react-publish-data-set.md
@@ -18,36 +18,67 @@ To do that, we need to add the following code after `window.ethereum.enable()` l
 ```js
 const asset = {
   base: {
-    name: 'Office Humidity',
-    description: 'Weather information of UK including temperature and humidity',
-    dateCreated: '2012-02-01T10:55:11+00:00',
-    author: 'Met Office',
-    size: '3.1bg',
-    license: 'Public Domain',
-    copyrightHolder: 'Met Office',
-    contentUrls: [
-      'https://testocnfiles.blob.core.windows.net/testfiles/testzkp.zip'
-    ],
-    contentType: 'text/csv',
-    links: [
+    name: "10 Monkey Species Small",
+    dateCreated: "2012-02-01T10:55:11Z",
+    author: "Mario",
+    license: "CC0: Public Domain",
+    contentType: "jpg/txt",
+    price: 10,
+    files: [
       {
-        name: 'Dataset sample',
-        type: 'sample',
-        url:
-          'http://data.ceda.ac.uk/badc/ukcp09/data/gridded-land-obs/gridded-land-obs-daily/'
+        checksum: "2bf9d229d110d1976cdf85e9f3256c7f",
+        checksumType: "MD5",
+        contentLength: 12057507,
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/assets/training.zip"
+      },
+      {
+        checksum: "354d19c0733c47ef3a6cce5b633116b0",
+        checksumType: "MD5",
+        contentLength: 928,
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/assets/monkey_labels.txt"
+      },
+      {
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/assets/validation.zip"
       }
     ],
-    tags: 'weather, uk, 2011, temperature, humidity',
-    price: 5,
-    type: 'dataset'
-  },
-  curation: {
-    rating: 0,
-    numVotes: 0,
-    schema: 'Binary Voting'
-  },
-  additionalInformation: {
-    updateFrequency: 'yearly'
+    checksum: "",
+    categories: [
+      "image"
+    ],
+    tags: [
+      "image data",
+      "classification",
+      "animals"
+    ],
+    type: "dataset",
+    description: "EXAMPLE ONLY ",
+    size: "3.1gb",
+    copyrightHolder: "Unknown",
+    encoding: "UTF-8",
+    compression: "zip",
+    workExample: "image path, id, label",
+    links: [
+      {
+        name: "example model",
+        url: "https://drive.google.com/open?id=1uuz50RGiAW8YxRcWeQVgQglZpyAebgSM"
+      },
+      {
+        name: "example code",
+        type: "example code",
+        url: "https://github.com/slothkong/CNN_classification_10_monkey_species"
+      },
+      {
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/links/discovery/n5151.jpg",
+        name: "n5151.jpg",
+        type: "discovery"
+      },
+      {
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/links/sample/sample.zip",
+        name: "sample.zip",
+        type: "sample"
+      }
+    ],
+    inLanguage: "en"
   }
 }
 ```
@@ -60,7 +91,7 @@ Now that we have an asset to submit, we need a function to handle it. Just befor
 async submitAsset() {
   const accounts = await this.ocean.getAccounts()
   const ddo = await this.ocean.registerAsset(asset, accounts[0])
-  alert('Asset successfully submited: ', JSON.stringify(ddo))
+  alert('Asset successfully submitted: ', JSON.stringify(ddo))
 }
 ```
 
@@ -87,36 +118,67 @@ window.ethereum.enable()
 
 const asset = {
   base: {
-    name: 'Office Humidity',
-    description: 'Weather information of UK including temperature and humidity',
-    dateCreated: '2012-02-01T10:55:11+00:00',
-    author: 'Met Office',
-    size: '3.1bg',
-    license: 'Public Domain',
-    copyrightHolder: 'Met Office',
-    contentUrls: [
-      'https://testocnfiles.blob.core.windows.net/testfiles/testzkp.zip'
-    ],
-    contentType: 'text/csv',
-    links: [
+    name: "10 Monkey Species Small",
+    dateCreated: "2012-02-01T10:55:11Z",
+    author: "Mario",
+    license: "CC0: Public Domain",
+    contentType: "jpg/txt",
+    price: 10,
+    files: [
       {
-        name: 'Dataset sample',
-        type: 'sample',
-        url:
-          'http://data.ceda.ac.uk/badc/ukcp09/data/gridded-land-obs/gridded-land-obs-daily/'
+        checksum: "2bf9d229d110d1976cdf85e9f3256c7f",
+        checksumType: "MD5",
+        contentLength: 12057507,
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/assets/training.zip"
+      },
+      {
+        checksum: "354d19c0733c47ef3a6cce5b633116b0",
+        checksumType: "MD5",
+        contentLength: 928,
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/assets/monkey_labels.txt"
+      },
+      {
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/assets/validation.zip"
       }
     ],
-    tags: 'weather, uk, 2011, temperature, humidity',
-    price: 5,
-    type: 'dataset'
-  },
-  curation: {
-    rating: 0,
-    numVotes: 0,
-    schema: 'Binary Voting'
-  },
-  additionalInformation: {
-    updateFrequency: 'yearly'
+    checksum: "",
+    categories: [
+      "image"
+    ],
+    tags: [
+      "image data",
+      "classification",
+      "animals"
+    ],
+    type: "dataset",
+    description: "EXAMPLE ONLY ",
+    size: "3.1gb",
+    copyrightHolder: "Unknown",
+    encoding: "UTF-8",
+    compression: "zip",
+    workExample: "image path, id, label",
+    links: [
+      {
+        name: "example model",
+        url: "https://drive.google.com/open?id=1uuz50RGiAW8YxRcWeQVgQglZpyAebgSM"
+      },
+      {
+        name: "example code",
+        type: "example code",
+        url: "https://github.com/slothkong/CNN_classification_10_monkey_species"
+      },
+      {
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/links/discovery/n5151.jpg",
+        name: "n5151.jpg",
+        type: "discovery"
+      },
+      {
+        url: "https://s3.amazonaws.com/datacommons-seeding-us-east/10_Monkey_Species_Small/links/sample/sample.zip",
+        name: "sample.zip",
+        type: "sample"
+      }
+    ],
+    inLanguage: "en"
   }
 }
 
@@ -139,7 +201,7 @@ class App extends Component {
   async submitAsset() {
     const accounts = await this.ocean.getAccounts()
     const ddo = await this.ocean.registerAsset(asset, accounts[0])
-    alert('Asset successfully submited: ', JSON.stringify(ddo))
+    alert('Asset successfully submitted: ', JSON.stringify(ddo))
   }
 
   render() {