diff --git a/.renku/workflow/20c86d3d7885417b805f91afd932a627.cwl b/.renku/workflow/20c86d3d7885417b805f91afd932a627.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..a8e35b68b1209ea481386bf236383679302cee0b
--- /dev/null
+++ b/.renku/workflow/20c86d3d7885417b805f91afd932a627.cwl
@@ -0,0 +1,120 @@
+class: Workflow
+cwlVersion: v1.0
+hints: []
+inputs:
+  input_1:
+    default: out_folder
+    streamable: false
+    type: string
+  input_2:
+    default: data/covidtracking
+    streamable: false
+    type: string
+  input_3:
+    default:
+      class: File
+      path: ../../notebooks/process/download-covidtracking-data.ipynb
+    streamable: false
+    type: File
+  input_4:
+    default: runs/download-covidtracking-data.runs.ipynb
+    streamable: false
+    type: string
+  input_5:
+    default: states-daily.json
+    streamable: false
+    type: string
+  input_6:
+    default: states-metadata.json
+    streamable: false
+    type: string
+outputs:
+  output_0:
+    outputSource: step_1/output_1
+    streamable: false
+    type: Directory
+  output_1:
+    outputSource: step_1/output_0
+    streamable: false
+    type: File
+requirements: []
+steps:
+  step_1:
+    in:
+      input_1: input_1
+      input_2: input_2
+      input_3: input_3
+      input_4: input_4
+    out:
+    - output_0
+    - output_1
+    run: a17d560c41a54f5aa307ce5f3c5effe5_papermill.cwl
+  step_2:
+    in:
+      filename: input_5
+      input_directory: step_1/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_3:
+    in:
+      filename: input_6
+      input_directory: step_1/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 1be11444642e4f974ac224f70975e82fec993ad0..ce3fa2695f12f9b0422fac3d113a07d005108b7c 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 sha256:8c1ab862b0edc7d2ec86cb1515e0ef920fa2ce0c5fd5b4a7fd928e9c54c8868e
-size 8291546
+oid sha256:5acd8695ad7773e3784bbabfb54e3e6a3379c968894f5c37e545b88d92bd676b
+size 8344111
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 1394cf3fd636295c7c3611c72b850bed9ac7cb61..9c523018f35660e2eb6afa8ae6fc8726a55ce041 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 sha256:5eb6e8452ea20eac3ffa209e980ad6bc8feedcc70773855978038d614336ef2a
-size 59497
+oid sha256:4ce25de8d46e9a0c7f96e7ab57cbc6fcf3a943ff2fd37a183678b83f428f36ec
+size 60597
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index 3a6a7edd3d2602bf2bd8350b7a6a429d14635676..b9510f70402cb5c1738a99a8f3775328e6623b47 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": 4.909303,
-     "end_time": "2020-08-12T07:32:52.940667",
+     "duration": 2.138843,
+     "end_time": "2020-08-13T07:32:08.076759",
      "exception": false,
-     "start_time": "2020-08-12T07:32:48.031364",
+     "start_time": "2020-08-13T07:32:05.937916",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.020786,
-     "end_time": "2020-08-12T07:32:52.974199",
+     "duration": 0.019514,
+     "end_time": "2020-08-13T07:32:08.109425",
      "exception": false,
-     "start_time": "2020-08-12T07:32:52.953413",
+     "start_time": "2020-08-13T07:32:08.089911",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.018808,
-     "end_time": "2020-08-12T07:32:53.002848",
+     "duration": 0.020546,
+     "end_time": "2020-08-13T07:32:08.138868",
      "exception": false,
-     "start_time": "2020-08-12T07:32:52.984040",
+     "start_time": "2020-08-13T07:32:08.118322",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/fa34vlpr/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/8ktvuu43/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": 0.007114,
-     "end_time": "2020-08-12T07:32:53.017421",
+     "duration": 0.007322,
+     "end_time": "2020-08-13T07:32:08.155663",
      "exception": false,
-     "start_time": "2020-08-12T07:32:53.010307",
+     "start_time": "2020-08-13T07:32:08.148341",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.253919,
-     "end_time": "2020-08-12T07:32:53.278771",
+     "duration": 0.288666,
+     "end_time": "2020-08-13T07:32:08.451980",
      "exception": false,
-     "start_time": "2020-08-12T07:32:53.024852",
+     "start_time": "2020-08-13T07:32:08.163314",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.023702,
-     "end_time": "2020-08-12T07:32:53.315338",
+     "duration": 0.021771,
+     "end_time": "2020-08-13T07:32:08.485568",
      "exception": false,
-     "start_time": "2020-08-12T07:32:53.291636",
+     "start_time": "2020-08-13T07:32:08.463797",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.112023,
-     "end_time": "2020-08-12T07:32:53.437535",
+     "duration": 0.075526,
+     "end_time": "2020-08-13T07:32:08.570959",
      "exception": false,
-     "start_time": "2020-08-12T07:32:53.325512",
+     "start_time": "2020-08-13T07:32:08.495433",
      "status": "completed"
     },
     "tags": []
@@ -249,10 +249,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.010012,
-     "end_time": "2020-08-12T07:32:53.458945",
+     "duration": 0.008029,
+     "end_time": "2020-08-13T07:32:08.591772",
      "exception": false,
-     "start_time": "2020-08-12T07:32:53.448933",
+     "start_time": "2020-08-13T07:32:08.583743",
      "status": "completed"
     },
     "tags": []
@@ -266,10 +266,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.847674,
-     "end_time": "2020-08-12T07:32:54.316583",
+     "duration": 0.912442,
+     "end_time": "2020-08-13T07:32:09.512304",
      "exception": false,
-     "start_time": "2020-08-12T07:32:53.468909",
+     "start_time": "2020-08-13T07:32:08.599862",
      "status": "completed"
     },
     "tags": []
@@ -286,10 +286,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.034853,
-     "end_time": "2020-08-12T07:32:54.363904",
+     "duration": 0.032626,
+     "end_time": "2020-08-13T07:32:09.560190",
      "exception": false,
-     "start_time": "2020-08-12T07:32:54.329051",
+     "start_time": "2020-08-13T07:32:09.527564",
      "status": "completed"
     },
     "tags": []
@@ -308,10 +308,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.359212,
-     "end_time": "2020-08-12T07:32:54.737206",
+     "duration": 0.363787,
+     "end_time": "2020-08-13T07:32:09.935148",
      "exception": false,
-     "start_time": "2020-08-12T07:32:54.377994",
+     "start_time": "2020-08-13T07:32:09.571361",
      "status": "completed"
     },
     "tags": []
@@ -321,7 +321,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "8921 data points\n"
+      "8977 data points\n"
      ]
     },
     {
@@ -371,21 +371,21 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200811</td>\n",
+       "      <td>20200812</td>\n",
        "      <td>AK</td>\n",
-       "      <td>4589.0</td>\n",
-       "      <td>286155.0</td>\n",
+       "      <td>4655.0</td>\n",
+       "      <td>287927.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>39.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>4.0</td>\n",
+       "      <td>3.0</td>\n",
        "      <td>...</td>\n",
-       "      <td>290744</td>\n",
-       "      <td>0</td>\n",
+       "      <td>292582</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>75189f7e45df3d19bc61fc8790a6df68e33c41e4</td>\n",
+       "      <td>04d3f681722d466f15660e1ded53888693484520</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -395,21 +395,21 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200811</td>\n",
+       "      <td>20200812</td>\n",
        "      <td>AL</td>\n",
-       "      <td>103851.0</td>\n",
-       "      <td>679838.0</td>\n",
+       "      <td>104786.0</td>\n",
+       "      <td>690985.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1506.0</td>\n",
-       "      <td>12070.0</td>\n",
+       "      <td>1372.0</td>\n",
+       "      <td>12292.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1270.0</td>\n",
+       "      <td>1282.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>783689</td>\n",
-       "      <td>50</td>\n",
-       "      <td>0</td>\n",
-       "      <td>d775daf03cf949c25340db800bb25f4eec3c5fda</td>\n",
+       "      <td>795771</td>\n",
+       "      <td>35</td>\n",
+       "      <td>222</td>\n",
+       "      <td>3b8e75d37adb9ba3951ec8b2aae85ba1fa9b02f1</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -424,20 +424,20 @@
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalizedCurrently  \\\n",
-       "0  20200811    AK    4589.0  286155.0      NaN                   39.0   \n",
-       "1  20200811    AL  103851.0  679838.0      NaN                 1506.0   \n",
+       "0  20200812    AK    4655.0  287927.0      NaN                   39.0   \n",
+       "1  20200812    AL  104786.0  690985.0      NaN                 1372.0   \n",
        "\n",
        "   hospitalizedCumulative  inIcuCurrently  inIcuCumulative  \\\n",
        "0                     NaN             NaN              NaN   \n",
-       "1                 12070.0             NaN           1270.0   \n",
+       "1                 12292.0             NaN           1282.0   \n",
        "\n",
        "   onVentilatorCurrently  ...  posNeg  deathIncrease hospitalizedIncrease  \\\n",
-       "0                    4.0  ...  290744              0                    0   \n",
-       "1                    NaN  ...  783689             50                    0   \n",
+       "0                    3.0  ...  292582              1                    0   \n",
+       "1                    NaN  ...  795771             35                  222   \n",
        "\n",
        "                                       hash commercialScore  \\\n",
-       "0  75189f7e45df3d19bc61fc8790a6df68e33c41e4               0   \n",
-       "1  d775daf03cf949c25340db800bb25f4eec3c5fda               0   \n",
+       "0  04d3f681722d466f15660e1ded53888693484520               0   \n",
+       "1  3b8e75d37adb9ba3951ec8b2aae85ba1fa9b02f1               0   \n",
        "\n",
        "  negativeRegularScore  negativeScore  positiveScore score  grade  \n",
        "0                    0              0              0     0         \n",
@@ -477,18 +477,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 8.638524,
-   "end_time": "2020-08-12T07:32:55.057745",
+   "duration": 5.465167,
+   "end_time": "2020-08-13T07:32:10.255042",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/fa34vlpr/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/8ktvuu43/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/fa34vlpr/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/8ktvuu43/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-08-12T07:32:46.419221",
+   "start_time": "2020-08-13T07:32:04.789875",
    "version": "1.1.0"
   }
  },