diff --git a/.renku/workflow/1c362c8705fa4762b50bb1c5cf955a8d.cwl b/.renku/workflow/1c362c8705fa4762b50bb1c5cf955a8d.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..7fd9f01bd2000218cf16e83ab9cea5f4f2261519
--- /dev/null
+++ b/.renku/workflow/1c362c8705fa4762b50bb1c5cf955a8d.cwl
@@ -0,0 +1,120 @@
+class: Workflow
+cwlVersion: v1.0
+hints: []
+inputs:
+  input_1:
+    default: states-metadata.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-daily.json
+    streamable: false
+    type: string
+outputs:
+  output_0:
+    outputSource: step_2/output_0
+    streamable: false
+    type: File
+  output_3:
+    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-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
+        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-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
+      - *id002
+      successCodes: []
+      temporaryFailCodes: []
diff --git a/data/covidtracking/states-daily.json b/data/covidtracking/states-daily.json
index 6723798333d1d196fc2e3c122a502d2b4f12aa11..5d0f41c7a1527ed3a6a0e9011d9de68ef1c6ac0c 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 sha256:581b2d97d6ae787294c5c3764d6b4803343504cde2d509b8751e70777de4427b
-size 19769722
+oid sha256:731bdd982e2f5f8e7aea6d803b7808533636f12afcd5e2cee4654f8c3751d5ef
+size 19846967
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 0f95736a243bef0bcd994e289776436e69eca25c..fe119668bfb9a733c009637de0996d3028a61d3e 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:ad5953bf232f30a978fd9915c9e87610ace47f93da17b8fd009fcd1c6480f69c
-size 123062
+oid sha256:c7e26340ce97cd48bfd991eb59175aab2eb2846dd5ae9d0571ed22de48ca99fc
+size 123914
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index 137ea109f754078bd09fdaaa0974de00b7996d90..358c216c602355d7f8030f704d62f25afe79474b 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": 5.032173,
-     "end_time": "2020-11-17T07:42:42.936102",
+     "duration": 5.400491,
+     "end_time": "2020-11-18T07:37:20.579115",
      "exception": false,
-     "start_time": "2020-11-17T07:42:37.903929",
+     "start_time": "2020-11-18T07:37:15.178624",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.029006,
-     "end_time": "2020-11-17T07:42:42.981669",
+     "duration": 0.019555,
+     "end_time": "2020-11-18T07:37:20.610448",
      "exception": false,
-     "start_time": "2020-11-17T07:42:42.952663",
+     "start_time": "2020-11-18T07:37:20.590893",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.026,
-     "end_time": "2020-11-17T07:42:43.021237",
+     "duration": 0.021776,
+     "end_time": "2020-11-18T07:37:20.639971",
      "exception": false,
-     "start_time": "2020-11-17T07:42:42.995237",
+     "start_time": "2020-11-18T07:37:20.618195",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/nu8t6zmk/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/bze3xo97/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": 0.007143,
-     "end_time": "2020-11-17T07:42:43.039079",
+     "duration": 0.008125,
+     "end_time": "2020-11-18T07:37:20.659954",
      "exception": false,
-     "start_time": "2020-11-17T07:42:43.031936",
+     "start_time": "2020-11-18T07:37:20.651829",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.399521,
-     "end_time": "2020-11-17T07:42:43.444673",
+     "duration": 0.937612,
+     "end_time": "2020-11-18T07:37:21.604192",
      "exception": false,
-     "start_time": "2020-11-17T07:42:43.045152",
+     "start_time": "2020-11-18T07:37:20.666580",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.028097,
-     "end_time": "2020-11-17T07:42:43.488259",
+     "duration": 0.023584,
+     "end_time": "2020-11-18T07:37:21.641340",
      "exception": false,
-     "start_time": "2020-11-17T07:42:43.460162",
+     "start_time": "2020-11-18T07:37:21.617756",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.10648,
-     "end_time": "2020-11-17T07:42:43.604236",
+     "duration": 0.069813,
+     "end_time": "2020-11-18T07:37:21.720161",
      "exception": false,
-     "start_time": "2020-11-17T07:42:43.497756",
+     "start_time": "2020-11-18T07:37:21.650348",
      "status": "completed"
     },
     "tags": []
@@ -284,10 +284,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007903,
-     "end_time": "2020-11-17T07:42:43.625221",
+     "duration": 0.007773,
+     "end_time": "2020-11-18T07:37:21.741178",
      "exception": false,
-     "start_time": "2020-11-17T07:42:43.617318",
+     "start_time": "2020-11-18T07:37:21.733405",
      "status": "completed"
     },
     "tags": []
@@ -301,10 +301,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.649363,
-     "end_time": "2020-11-17T07:42:44.280699",
+     "duration": 0.602548,
+     "end_time": "2020-11-18T07:37:22.350174",
      "exception": false,
-     "start_time": "2020-11-17T07:42:43.631336",
+     "start_time": "2020-11-18T07:37:21.747626",
      "status": "completed"
     },
     "tags": []
@@ -321,10 +321,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.055423,
-     "end_time": "2020-11-17T07:42:44.355421",
+     "duration": 0.039808,
+     "end_time": "2020-11-18T07:37:22.399695",
      "exception": false,
-     "start_time": "2020-11-17T07:42:44.299998",
+     "start_time": "2020-11-18T07:37:22.359887",
      "status": "completed"
     },
     "tags": []
@@ -343,10 +343,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.811442,
-     "end_time": "2020-11-17T07:42:45.181932",
+     "duration": 0.612183,
+     "end_time": "2020-11-18T07:37:23.026970",
      "exception": false,
-     "start_time": "2020-11-17T07:42:44.370490",
+     "start_time": "2020-11-18T07:37:22.414787",
      "status": "completed"
     },
     "tags": []
@@ -356,7 +356,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "14503 data points\n"
+      "14559 data points\n"
      ]
     },
     {
@@ -406,21 +406,21 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20201116</td>\n",
+       "      <td>20201117</td>\n",
        "      <td>AK</td>\n",
-       "      <td>23240.0</td>\n",
+       "      <td>23874.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>849107.0</td>\n",
+       "      <td>854748.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>totalTestsViral</td>\n",
-       "      <td>872347.0</td>\n",
-       "      <td>143.0</td>\n",
-       "      <td>559.0</td>\n",
+       "      <td>878622.0</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>562.0</td>\n",
        "      <td>...</td>\n",
-       "      <td>872347</td>\n",
-       "      <td>0</td>\n",
-       "      <td>9</td>\n",
-       "      <td>f9555880eaacb39588e3dbdc1822f7fca35ebf82</td>\n",
+       "      <td>878622</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>add5f6d70eaa23eaf0ccf0efc84f91a1a5339805</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -430,21 +430,21 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20201116</td>\n",
+       "      <td>20201117</td>\n",
        "      <td>AL</td>\n",
-       "      <td>219232.0</td>\n",
-       "      <td>34587.0</td>\n",
-       "      <td>1281958.0</td>\n",
+       "      <td>220848.0</td>\n",
+       "      <td>34974.0</td>\n",
+       "      <td>1287672.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>totalTestsViral</td>\n",
-       "      <td>1466603.0</td>\n",
-       "      <td>1262.0</td>\n",
+       "      <td>1473546.0</td>\n",
+       "      <td>1289.0</td>\n",
        "      <td>22716.0</td>\n",
        "      <td>...</td>\n",
-       "      <td>1501190</td>\n",
-       "      <td>1</td>\n",
-       "      <td>441</td>\n",
-       "      <td>6a3bed8bae24c6fd056a322cdf8bdb75b8e91348</td>\n",
+       "      <td>1508520</td>\n",
+       "      <td>52</td>\n",
+       "      <td>0</td>\n",
+       "      <td>c9289d7885721c710a92a383e92c4423ec4d0b2e</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -459,20 +459,20 @@
       ],
       "text/plain": [
        "       date state  positive  probableCases   negative  pending  \\\n",
-       "0  20201116    AK   23240.0            NaN   849107.0      NaN   \n",
-       "1  20201116    AL  219232.0        34587.0  1281958.0      NaN   \n",
+       "0  20201117    AK   23874.0            NaN   854748.0      NaN   \n",
+       "1  20201117    AL  220848.0        34974.0  1287672.0      NaN   \n",
        "\n",
        "  totalTestResultsSource  totalTestResults  hospitalizedCurrently  \\\n",
-       "0        totalTestsViral          872347.0                  143.0   \n",
-       "1        totalTestsViral         1466603.0                 1262.0   \n",
+       "0        totalTestsViral          878622.0                  136.0   \n",
+       "1        totalTestsViral         1473546.0                 1289.0   \n",
        "\n",
        "   hospitalizedCumulative  ...   posNeg  deathIncrease  hospitalizedIncrease  \\\n",
-       "0                   559.0  ...   872347              0                     9   \n",
-       "1                 22716.0  ...  1501190              1                   441   \n",
+       "0                   562.0  ...   878622              2                     3   \n",
+       "1                 22716.0  ...  1508520             52                     0   \n",
        "\n",
        "                                       hash  commercialScore  \\\n",
-       "0  f9555880eaacb39588e3dbdc1822f7fca35ebf82                0   \n",
-       "1  6a3bed8bae24c6fd056a322cdf8bdb75b8e91348                0   \n",
+       "0  add5f6d70eaa23eaf0ccf0efc84f91a1a5339805                0   \n",
+       "1  c9289d7885721c710a92a383e92c4423ec4d0b2e                0   \n",
        "\n",
        "  negativeRegularScore negativeScore positiveScore score  grade  \n",
        "0                    0             0             0     0         \n",
@@ -512,18 +512,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 9.728724,
-   "end_time": "2020-11-17T07:42:45.610567",
+   "duration": 10.16274,
+   "end_time": "2020-11-18T07:37:23.352959",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/nu8t6zmk/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/bze3xo97/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/nu8t6zmk/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/bze3xo97/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-11-17T07:42:35.881843",
+   "start_time": "2020-11-18T07:37:13.190219",
    "version": "1.1.0"
   }
  },