diff --git a/.renku/workflow/e516f4782fbf46198f95f09a443ab7bc.cwl b/.renku/workflow/e516f4782fbf46198f95f09a443ab7bc.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..274898149f542535a07b77c86dec9ba172f193c3
--- /dev/null
+++ b/.renku/workflow/e516f4782fbf46198f95f09a443ab7bc.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: out_folder
+    streamable: false
+    type: string
+  input_3:
+    default: data/covidtracking
+    streamable: false
+    type: string
+  input_4:
+    default:
+      class: File
+      path: ../../notebooks/process/download-covidtracking-data.ipynb
+    streamable: false
+    type: File
+  input_5:
+    default: runs/download-covidtracking-data.runs.ipynb
+    streamable: false
+    type: string
+  input_6:
+    default: states-metadata.json
+    streamable: false
+    type: string
+outputs:
+  output_0:
+    outputSource: step_2/output_0
+    streamable: false
+    type: File
+  output_2:
+    outputSource: step_2/output_1
+    streamable: false
+    type: Directory
+requirements: []
+steps:
+  step_1:
+    in:
+      filename: input_1
+      input_directory: step_2/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:
+      input_1: input_2
+      input_2: input_3
+      input_3: input_4
+      input_4: input_5
+    out:
+    - output_1
+    - output_0
+    run: a17d560c41a54f5aa307ce5f3c5effe5_papermill.cwl
+  step_3:
+    in:
+      filename: input_6
+      input_directory: step_2/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: []
diff --git a/data/covidtracking/states-daily.json b/data/covidtracking/states-daily.json
index 6dc685941d0b8dde6fd3e54611c3bc560aef39e8..67932f60d0bdfeaca80f10793401f50b9e377b7a 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 sha256:5c9f386beea81d36dc3af3c922a24ca01de76c669cd7d5c82ac7837de10899ca
-size 2386298
+oid sha256:24288640e85b223ff18176af4c03631e5ced4393e3e5c816774f0ffacc466580
+size 2421096
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 15ce8dfe2c1c16490ef9accb754010961de3c41b..3f1652976cdbfb6d310443a7e011f66fab724791 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:a1705de913d3e07ed73e7efa47c85dfece16620a73028c791305ec2ca086dc44
-size 30683
+oid sha256:7a3a85f6ac6d47f4924684d8d366d43341b5e81be1f09b83703fce9545e98eed
+size 32431
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index cb9f4f1f7cacc4598d301e695298c68f205c4741..5529737da2db02aafeba227781c43de3e4976573 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": 2.928467,
-     "end_time": "2020-05-17T07:25:42.908503",
+     "duration": 0.593278,
+     "end_time": "2020-05-18T07:26:09.467232",
      "exception": false,
-     "start_time": "2020-05-17T07:25:39.980036",
+     "start_time": "2020-05-18T07:26:08.873954",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.021843,
-     "end_time": "2020-05-17T07:25:42.941054",
+     "duration": 0.017725,
+     "end_time": "2020-05-18T07:26:09.497760",
      "exception": false,
-     "start_time": "2020-05-17T07:25:42.919211",
+     "start_time": "2020-05-18T07:26:09.480035",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.018345,
-     "end_time": "2020-05-17T07:25:42.971315",
+     "duration": 0.021636,
+     "end_time": "2020-05-18T07:26:09.526773",
      "exception": false,
-     "start_time": "2020-05-17T07:25:42.952970",
+     "start_time": "2020-05-18T07:26:09.505137",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/9wpd3j7s/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/0cj0khu0/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": 0.008496,
-     "end_time": "2020-05-17T07:25:42.988207",
+     "duration": 0.007174,
+     "end_time": "2020-05-18T07:26:09.544389",
      "exception": false,
-     "start_time": "2020-05-17T07:25:42.979711",
+     "start_time": "2020-05-18T07:26:09.537215",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 1.517465,
-     "end_time": "2020-05-17T07:25:44.513111",
+     "duration": 1.054185,
+     "end_time": "2020-05-18T07:26:10.606531",
      "exception": false,
-     "start_time": "2020-05-17T07:25:42.995646",
+     "start_time": "2020-05-18T07:26:09.552346",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.024181,
-     "end_time": "2020-05-17T07:25:44.555995",
+     "duration": 0.022713,
+     "end_time": "2020-05-18T07:26:10.643798",
      "exception": false,
-     "start_time": "2020-05-17T07:25:44.531814",
+     "start_time": "2020-05-18T07:26:10.621085",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.06814,
-     "end_time": "2020-05-17T07:25:44.632953",
+     "duration": 0.064022,
+     "end_time": "2020-05-18T07:26:10.716677",
      "exception": false,
-     "start_time": "2020-05-17T07:25:44.564813",
+     "start_time": "2020-05-18T07:26:10.652655",
      "status": "completed"
     },
     "tags": []
@@ -246,10 +246,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007891,
-     "end_time": "2020-05-17T07:25:44.650482",
+     "duration": 0.008369,
+     "end_time": "2020-05-18T07:26:10.736609",
      "exception": false,
-     "start_time": "2020-05-17T07:25:44.642591",
+     "start_time": "2020-05-18T07:26:10.728240",
      "status": "completed"
     },
     "tags": []
@@ -263,10 +263,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 4.727491,
-     "end_time": "2020-05-17T07:25:49.386566",
+     "duration": 4.601402,
+     "end_time": "2020-05-18T07:26:15.346459",
      "exception": false,
-     "start_time": "2020-05-17T07:25:44.659075",
+     "start_time": "2020-05-18T07:26:10.745057",
      "status": "completed"
     },
     "tags": []
@@ -283,10 +283,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.024029,
-     "end_time": "2020-05-17T07:25:49.425475",
+     "duration": 0.027366,
+     "end_time": "2020-05-18T07:26:15.388220",
      "exception": false,
-     "start_time": "2020-05-17T07:25:49.401446",
+     "start_time": "2020-05-18T07:26:15.360854",
      "status": "completed"
     },
     "tags": []
@@ -305,10 +305,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.150687,
-     "end_time": "2020-05-17T07:25:49.586734",
+     "duration": 0.171187,
+     "end_time": "2020-05-18T07:26:15.569770",
      "exception": false,
-     "start_time": "2020-05-17T07:25:49.436047",
+     "start_time": "2020-05-18T07:26:15.398583",
      "status": "completed"
     },
     "tags": []
@@ -318,7 +318,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "4049 data points\n"
+      "4105 data points\n"
      ]
     },
     {
@@ -368,51 +368,51 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200516</td>\n",
+       "      <td>20200517</td>\n",
        "      <td>AK</td>\n",
-       "      <td>392.0</td>\n",
-       "      <td>32889.0</td>\n",
+       "      <td>396.0</td>\n",
+       "      <td>34255.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>10.0</td>\n",
+       "      <td>13.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>33281</td>\n",
-       "      <td>33281</td>\n",
-       "      <td>33281</td>\n",
+       "      <td>34651</td>\n",
+       "      <td>34651</td>\n",
+       "      <td>34651</td>\n",
        "      <td>2</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>859.0</td>\n",
+       "      <td>1366.0</td>\n",
        "      <td>4.0</td>\n",
-       "      <td>863.0</td>\n",
+       "      <td>1370.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200516</td>\n",
+       "      <td>20200517</td>\n",
        "      <td>AL</td>\n",
-       "      <td>11523.0</td>\n",
-       "      <td>141971.0</td>\n",
+       "      <td>11771.0</td>\n",
+       "      <td>144579.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1387.0</td>\n",
+       "      <td>1392.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>501.0</td>\n",
+       "      <td>504.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>1387.0</td>\n",
-       "      <td>153494</td>\n",
-       "      <td>153494</td>\n",
-       "      <td>153494</td>\n",
+       "      <td>1392.0</td>\n",
+       "      <td>156350</td>\n",
+       "      <td>156350</td>\n",
+       "      <td>156350</td>\n",
        "      <td>1</td>\n",
-       "      <td>9.0</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>7124.0</td>\n",
-       "      <td>307.0</td>\n",
-       "      <td>7431.0</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>2608.0</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>2856.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -421,24 +421,24 @@
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalizedCurrently  \\\n",
-       "0  20200516    AK     392.0   32889.0      NaN                   10.0   \n",
-       "1  20200516    AL   11523.0  141971.0      NaN                    NaN   \n",
+       "0  20200517    AK     396.0   34255.0      NaN                   13.0   \n",
+       "1  20200517    AL   11771.0  144579.0      NaN                    NaN   \n",
        "\n",
        "   hospitalizedCumulative  inIcuCurrently  inIcuCumulative  \\\n",
        "0                     NaN             NaN              NaN   \n",
-       "1                  1387.0             NaN            501.0   \n",
+       "1                  1392.0             NaN            504.0   \n",
        "\n",
        "   onVentilatorCurrently  ...  hospitalized   total totalTestResults  posNeg  \\\n",
-       "0                    NaN  ...           NaN   33281            33281   33281   \n",
-       "1                    NaN  ...        1387.0  153494           153494  153494   \n",
+       "0                    NaN  ...           NaN   34651            34651   34651   \n",
+       "1                    NaN  ...        1392.0  156350           156350  156350   \n",
        "\n",
        "  fips deathIncrease  hospitalizedIncrease  negativeIncrease  \\\n",
-       "0    2           0.0                   0.0             859.0   \n",
-       "1    1           9.0                  10.0            7124.0   \n",
+       "0    2           0.0                   0.0            1366.0   \n",
+       "1    1           3.0                   5.0            2608.0   \n",
        "\n",
        "   positiveIncrease  totalTestResultsIncrease  \n",
-       "0               4.0                     863.0  \n",
-       "1             307.0                    7431.0  \n",
+       "0               4.0                    1370.0  \n",
+       "1             248.0                    2856.0  \n",
        "\n",
        "[2 rows x 27 columns]"
       ]
@@ -474,18 +474,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 11.296286,
-   "end_time": "2020-05-17T07:25:49.910797",
+   "duration": 8.010656,
+   "end_time": "2020-05-18T07:26:15.893269",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/9wpd3j7s/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/0cj0khu0/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/9wpd3j7s/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/0cj0khu0/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-05-17T07:25:38.614511",
+   "start_time": "2020-05-18T07:26:07.882613",
    "version": "1.1.0"
   }
  },