diff --git a/.renku/workflow/c77734ebae3c46bcadc6b53a6eb5286c.cwl b/.renku/workflow/c77734ebae3c46bcadc6b53a6eb5286c.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..48589879bcac5b24368e1a3d40250e7d9a039e73
--- /dev/null
+++ b/.renku/workflow/c77734ebae3c46bcadc6b53a6eb5286c.cwl
@@ -0,0 +1,120 @@
+class: Workflow
+cwlVersion: v1.0
+hints: []
+inputs:
+  input_1:
+    default: states-daily.json
+    streamable: false
+    type: string
+  input_2:
+    default: states-metadata.json
+    streamable: false
+    type: string
+  input_3:
+    default: out_folder
+    streamable: false
+    type: string
+  input_4:
+    default: data/covidtracking
+    streamable: false
+    type: string
+  input_5:
+    default:
+      class: File
+      path: ../../notebooks/process/download-covidtracking-data.ipynb
+    streamable: false
+    type: File
+  input_6:
+    default: runs/download-covidtracking-data.runs.ipynb
+    streamable: false
+    type: string
+outputs:
+  output_0:
+    outputSource: step_3/output_1
+    streamable: false
+    type: Directory
+  output_1:
+    outputSource: step_3/output_0
+    streamable: false
+    type: File
+requirements: []
+steps:
+  step_1:
+    in:
+      filename: input_1
+      input_directory: step_3/output_1
+    out:
+    - output_file
+    run:
+      arguments: []
+      baseCommand:
+      - 'true'
+      class: CommandLineTool
+      cwlVersion: v1.0
+      hints: []
+      inputs:
+        filename:
+          default: states-daily.json
+          streamable: false
+          type: string
+        input_directory:
+          streamable: false
+          type: Directory
+      outputs:
+        output_file:
+          outputBinding:
+            glob: $(inputs.filename)
+          streamable: false
+          type: File
+      permanentFailCodes: []
+      requirements:
+      - &id001
+        class: InlineJavascriptRequirement
+      - &id002
+        class: InitialWorkDirRequirement
+        listing: $(inputs.input_directory.listing)
+      successCodes: []
+      temporaryFailCodes: []
+  step_2:
+    in:
+      filename: input_2
+      input_directory: step_3/output_1
+    out:
+    - output_file
+    run:
+      arguments: []
+      baseCommand:
+      - 'true'
+      class: CommandLineTool
+      cwlVersion: v1.0
+      hints: []
+      inputs:
+        filename:
+          default: states-metadata.json
+          streamable: false
+          type: string
+        input_directory:
+          streamable: false
+          type: Directory
+      outputs:
+        output_file:
+          outputBinding:
+            glob: $(inputs.filename)
+          streamable: false
+          type: File
+      permanentFailCodes: []
+      requirements:
+      - *id001
+      - *id002
+      successCodes: []
+      temporaryFailCodes: []
+  step_3:
+    in:
+      input_1: input_3
+      input_2: input_4
+      input_3: input_5
+      input_4: input_6
+    out:
+    - output_0
+    - output_1
+    run: a17d560c41a54f5aa307ce5f3c5effe5_papermill.cwl
diff --git a/data/covidtracking/states-daily.json b/data/covidtracking/states-daily.json
index 7ecda5208e31b672b45929bce69e45505b953c3b..a06ba913e983e40c3864760723f51607ecb44b13 100644
--- a/data/covidtracking/states-daily.json
+++ b/data/covidtracking/states-daily.json
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3f6acacbc371f762e084fd9d48c2e9737a72b1ffd5fef4123ce595aacd2068d6
-size 1078477
+oid sha256:54d82c1f244f0c66878d1374b1697fac778b9974e13ea78f9f9a4fd098bdc17d
+size 1109673
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index e15c0084ce5c906c55a759b45fd323ea3cb7af4c..0dfcfbcf04fd813eab1ed2b998c64cb2dc0bd391 100644
--- a/data/covidtracking/states-metadata.json
+++ b/data/covidtracking/states-metadata.json
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8f28e386e08c74c818f7d4202080468c77d192b4277025324e85b38b60f42396
-size 27670
+oid sha256:624512e2ac298106608d022e9db30c1e463045310bfe289f7ed0347d21761ea1
+size 28017
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index ad24299b9c0bcc36963f8596440a22826232d66d..de317c9b788315c2989d366db35daaaadfe6a344 100644
--- a/runs/download-covidtracking-data.runs.ipynb
+++ b/runs/download-covidtracking-data.runs.ipynb
@@ -5,10 +5,10 @@
    "execution_count": 1,
    "metadata": {
     "papermill": {
-     "duration": 3.370891,
-     "end_time": "2020-04-15T09:29:48.938163",
+     "duration": 4.850931,
+     "end_time": "2020-04-16T07:25:50.648244",
      "exception": false,
-     "start_time": "2020-04-15T09:29:45.567272",
+     "start_time": "2020-04-16T07:25:45.797313",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.025216,
-     "end_time": "2020-04-15T09:29:48.977787",
+     "duration": 0.023441,
+     "end_time": "2020-04-16T07:25:50.686536",
      "exception": false,
-     "start_time": "2020-04-15T09:29:48.952571",
+     "start_time": "2020-04-16T07:25:50.663095",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.018894,
-     "end_time": "2020-04-15T09:29:49.005279",
+     "duration": 0.019484,
+     "end_time": "2020-04-16T07:25:50.714489",
      "exception": false,
-     "start_time": "2020-04-15T09:29:48.986385",
+     "start_time": "2020-04-16T07:25:50.695005",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/a08m4hk2/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/0f1d1bh8/notebooks/process/download-covidtracking-data.ipynb\"\n",
     "PAPERMILL_OUTPUT_PATH = \"runs/download-covidtracking-data.runs.ipynb\"\n",
     "out_folder = \"data/covidtracking\"\n"
    ]
@@ -68,10 +68,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.006272,
-     "end_time": "2020-04-15T09:29:49.019358",
+     "duration": 0.005952,
+     "end_time": "2020-04-16T07:25:50.727458",
      "exception": false,
-     "start_time": "2020-04-15T09:29:49.013086",
+     "start_time": "2020-04-16T07:25:50.721506",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.189619,
-     "end_time": "2020-04-15T09:29:49.214833",
+     "duration": 0.280782,
+     "end_time": "2020-04-16T07:25:51.013940",
      "exception": false,
-     "start_time": "2020-04-15T09:29:49.025214",
+     "start_time": "2020-04-16T07:25:50.733158",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.025798,
-     "end_time": "2020-04-15T09:29:49.259176",
+     "duration": 0.024615,
+     "end_time": "2020-04-16T07:25:51.052542",
      "exception": false,
-     "start_time": "2020-04-15T09:29:49.233378",
+     "start_time": "2020-04-16T07:25:51.027927",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.101309,
-     "end_time": "2020-04-15T09:29:49.368407",
+     "duration": 0.08431,
+     "end_time": "2020-04-16T07:25:51.144413",
      "exception": false,
-     "start_time": "2020-04-15T09:29:49.267098",
+     "start_time": "2020-04-16T07:25:51.060103",
      "status": "completed"
     },
     "tags": []
@@ -246,10 +246,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007654,
-     "end_time": "2020-04-15T09:29:49.387684",
+     "duration": 0.007502,
+     "end_time": "2020-04-16T07:25:51.166315",
      "exception": false,
-     "start_time": "2020-04-15T09:29:49.380030",
+     "start_time": "2020-04-16T07:25:51.158813",
      "status": "completed"
     },
     "tags": []
@@ -263,10 +263,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.390614,
-     "end_time": "2020-04-15T09:29:49.784808",
+     "duration": 0.347787,
+     "end_time": "2020-04-16T07:25:51.520681",
      "exception": false,
-     "start_time": "2020-04-15T09:29:49.394194",
+     "start_time": "2020-04-16T07:25:51.172894",
      "status": "completed"
     },
     "tags": []
@@ -283,10 +283,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.030431,
-     "end_time": "2020-04-15T09:29:49.830306",
+     "duration": 0.033695,
+     "end_time": "2020-04-16T07:25:51.571002",
      "exception": false,
-     "start_time": "2020-04-15T09:29:49.799875",
+     "start_time": "2020-04-16T07:25:51.537307",
      "status": "completed"
     },
     "tags": []
@@ -305,10 +305,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.11653,
-     "end_time": "2020-04-15T09:29:49.958509",
+     "duration": 0.102035,
+     "end_time": "2020-04-16T07:25:51.684796",
      "exception": false,
-     "start_time": "2020-04-15T09:29:49.841979",
+     "start_time": "2020-04-16T07:25:51.582761",
      "status": "completed"
     },
     "tags": []
@@ -318,7 +318,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2228 data points\n"
+      "2284 data points\n"
      ]
     },
     {
@@ -368,51 +368,51 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200414</td>\n",
+       "      <td>20200415</td>\n",
        "      <td>AK</td>\n",
-       "      <td>285.0</td>\n",
-       "      <td>8063.0</td>\n",
+       "      <td>293.0</td>\n",
+       "      <td>8371.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>32.0</td>\n",
+       "      <td>34.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>32.0</td>\n",
-       "      <td>8348.0</td>\n",
-       "      <td>8348.0</td>\n",
-       "      <td>8348.0</td>\n",
+       "      <td>34.0</td>\n",
+       "      <td>8664.0</td>\n",
+       "      <td>8664.0</td>\n",
+       "      <td>8664.0</td>\n",
        "      <td>2</td>\n",
-       "      <td>1.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>510.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>308.0</td>\n",
        "      <td>8.0</td>\n",
-       "      <td>518.0</td>\n",
+       "      <td>316.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200414</td>\n",
+       "      <td>20200415</td>\n",
        "      <td>AL</td>\n",
-       "      <td>3876.0</td>\n",
-       "      <td>29241.0</td>\n",
+       "      <td>4113.0</td>\n",
+       "      <td>29964.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>493.0</td>\n",
+       "      <td>525.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>210.0</td>\n",
+       "      <td>219.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>493.0</td>\n",
-       "      <td>33117.0</td>\n",
-       "      <td>33117.0</td>\n",
-       "      <td>33117.0</td>\n",
+       "      <td>525.0</td>\n",
+       "      <td>34077.0</td>\n",
+       "      <td>34077.0</td>\n",
+       "      <td>34077.0</td>\n",
        "      <td>1</td>\n",
        "      <td>11.0</td>\n",
-       "      <td>36.0</td>\n",
-       "      <td>3793.0</td>\n",
-       "      <td>142.0</td>\n",
-       "      <td>3935.0</td>\n",
+       "      <td>32.0</td>\n",
+       "      <td>723.0</td>\n",
+       "      <td>237.0</td>\n",
+       "      <td>960.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -421,24 +421,24 @@
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalizedCurrently  \\\n",
-       "0  20200414    AK     285.0    8063.0      NaN                    NaN   \n",
-       "1  20200414    AL    3876.0   29241.0      NaN                    NaN   \n",
+       "0  20200415    AK     293.0    8371.0      NaN                    NaN   \n",
+       "1  20200415    AL    4113.0   29964.0      NaN                    NaN   \n",
        "\n",
        "   hospitalizedCumulative  inIcuCurrently  inIcuCumulative  \\\n",
-       "0                    32.0             NaN              NaN   \n",
-       "1                   493.0             NaN            210.0   \n",
+       "0                    34.0             NaN              NaN   \n",
+       "1                   525.0             NaN            219.0   \n",
        "\n",
        "   onVentilatorCurrently  ...  hospitalized    total totalTestResults  \\\n",
-       "0                    NaN  ...          32.0   8348.0           8348.0   \n",
-       "1                    NaN  ...         493.0  33117.0          33117.0   \n",
+       "0                    NaN  ...          34.0   8664.0           8664.0   \n",
+       "1                    NaN  ...         525.0  34077.0          34077.0   \n",
        "\n",
        "    posNeg  fips  deathIncrease  hospitalizedIncrease  negativeIncrease  \\\n",
-       "0   8348.0     2            1.0                   0.0             510.0   \n",
-       "1  33117.0     1           11.0                  36.0            3793.0   \n",
+       "0   8664.0     2            0.0                   2.0             308.0   \n",
+       "1  34077.0     1           11.0                  32.0             723.0   \n",
        "\n",
        "   positiveIncrease  totalTestResultsIncrease  \n",
-       "0               8.0                     518.0  \n",
-       "1             142.0                    3935.0  \n",
+       "0               8.0                     316.0  \n",
+       "1             237.0                     960.0  \n",
        "\n",
        "[2 rows x 25 columns]"
       ]
@@ -474,18 +474,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 6.730918,
-   "end_time": "2020-04-15T09:29:50.387368",
+   "duration": 8.922259,
+   "end_time": "2020-04-16T07:25:52.005239",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/a08m4hk2/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/0f1d1bh8/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/a08m4hk2/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/0f1d1bh8/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-04-15T09:29:43.656450",
+   "start_time": "2020-04-16T07:25:43.082980",
    "version": "1.1.0"
   }
  },