diff --git a/.renku/workflow/95900e3b5544477fa36891fe80b71e6a.cwl b/.renku/workflow/95900e3b5544477fa36891fe80b71e6a.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..b611ac623c5d5e6d0474e0bbd43bb2fa2581deef
--- /dev/null
+++ b/.renku/workflow/95900e3b5544477fa36891fe80b71e6a.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_1
+    streamable: false
+    type: Directory
+  output_1:
+    outputSource: step_2/output_0
+    streamable: false
+    type: File
+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_0
+    - output_1
+    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 451bde44e36499342a97eae629aec58f0f98a7b1..2f095ef2fd735027e9f3c9f814347edd3edc0852 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 sha256:0e93551218f4f81392d24f6ff17007b5121303ee9eb8dbc1559da7bec33c93b2
-size 7659954
+oid sha256:4a21497c9679604fb3a884b4621c552a77c070b108edf4d11427545366900bf5
+size 7712627
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index e561fa9622cfa022eda83539c390478cb223efc6..66087951a2b07b53031cc9d4ffe76fc1d9dfe823 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 sha256:97f32e3b08ceb5019605543e0a90d8b53c0933ad0950677c58fd868943bd2f38
-size 56338
+oid sha256:7bdcbea46addae2bd6392349d71b66545282603a1f4362689f95ef337a232937
+size 57221
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index 9d0290c1e293d065698885606d17b3adc6af9559..66a52f842934a53ddcdeb638c118fb416e2d5dac 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": 0.636339,
-     "end_time": "2020-07-31T07:31:38.916840",
+     "duration": 3.677738,
+     "end_time": "2020-08-01T07:32:36.765169",
      "exception": false,
-     "start_time": "2020-07-31T07:31:38.280501",
+     "start_time": "2020-08-01T07:32:33.087431",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.017811,
-     "end_time": "2020-07-31T07:31:38.947335",
+     "duration": 0.024832,
+     "end_time": "2020-08-01T07:32:36.806906",
      "exception": false,
-     "start_time": "2020-07-31T07:31:38.929524",
+     "start_time": "2020-08-01T07:32:36.782074",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.019772,
-     "end_time": "2020-07-31T07:31:38.974996",
+     "duration": 0.022172,
+     "end_time": "2020-08-01T07:32:36.839469",
      "exception": false,
-     "start_time": "2020-07-31T07:31:38.955224",
+     "start_time": "2020-08-01T07:32:36.817297",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/z_m8yogb/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/xpfpy1ny/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": 0.006274,
-     "end_time": "2020-07-31T07:31:38.988972",
+     "duration": 0.00615,
+     "end_time": "2020-08-01T07:32:36.854666",
      "exception": false,
-     "start_time": "2020-07-31T07:31:38.982698",
+     "start_time": "2020-08-01T07:32:36.848516",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.31111,
-     "end_time": "2020-07-31T07:31:39.306628",
+     "duration": 0.184244,
+     "end_time": "2020-08-01T07:32:37.044786",
      "exception": false,
-     "start_time": "2020-07-31T07:31:38.995518",
+     "start_time": "2020-08-01T07:32:36.860542",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.019968,
-     "end_time": "2020-07-31T07:31:39.336696",
+     "duration": 0.032584,
+     "end_time": "2020-08-01T07:32:37.098311",
      "exception": false,
-     "start_time": "2020-07-31T07:31:39.316728",
+     "start_time": "2020-08-01T07:32:37.065727",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.058807,
-     "end_time": "2020-07-31T07:31:39.403115",
+     "duration": 0.076098,
+     "end_time": "2020-08-01T07:32:37.188818",
      "exception": false,
-     "start_time": "2020-07-31T07:31:39.344308",
+     "start_time": "2020-08-01T07:32:37.112720",
      "status": "completed"
     },
     "tags": []
@@ -249,10 +249,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007059,
-     "end_time": "2020-07-31T07:31:39.417766",
+     "duration": 0.00836,
+     "end_time": "2020-08-01T07:32:37.211485",
      "exception": false,
-     "start_time": "2020-07-31T07:31:39.410707",
+     "start_time": "2020-08-01T07:32:37.203125",
      "status": "completed"
     },
     "tags": []
@@ -266,10 +266,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.234612,
-     "end_time": "2020-07-31T07:31:39.659826",
+     "duration": 0.24849,
+     "end_time": "2020-08-01T07:32:37.467781",
      "exception": false,
-     "start_time": "2020-07-31T07:31:39.425214",
+     "start_time": "2020-08-01T07:32:37.219291",
      "status": "completed"
     },
     "tags": []
@@ -286,10 +286,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.029778,
-     "end_time": "2020-07-31T07:31:39.701277",
+     "duration": 0.033347,
+     "end_time": "2020-08-01T07:32:37.518652",
      "exception": false,
-     "start_time": "2020-07-31T07:31:39.671499",
+     "start_time": "2020-08-01T07:32:37.485305",
      "status": "completed"
     },
     "tags": []
@@ -308,10 +308,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.346106,
-     "end_time": "2020-07-31T07:31:40.058722",
+     "duration": 0.307833,
+     "end_time": "2020-08-01T07:32:37.837752",
      "exception": false,
-     "start_time": "2020-07-31T07:31:39.712616",
+     "start_time": "2020-08-01T07:32:37.529919",
      "status": "completed"
     },
     "tags": []
@@ -321,7 +321,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "8249 data points\n"
+      "8305 data points\n"
      ]
     },
     {
@@ -371,21 +371,21 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200730</td>\n",
+       "      <td>20200731</td>\n",
        "      <td>AK</td>\n",
-       "      <td>3559.0</td>\n",
-       "      <td>221498.0</td>\n",
+       "      <td>3677.0</td>\n",
+       "      <td>229429.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>45.0</td>\n",
+       "      <td>40.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>3.0</td>\n",
        "      <td>...</td>\n",
-       "      <td>225057</td>\n",
-       "      <td>1</td>\n",
+       "      <td>233106</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>d66445af73028a02a5d6713580a4c470cc603322</td>\n",
+       "      <td>435bc6d4686226ba3a508751129be8b2ef723836</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>20200730</td>\n",
+       "      <td>20200731</td>\n",
        "      <td>AL</td>\n",
-       "      <td>85762.0</td>\n",
-       "      <td>594346.0</td>\n",
+       "      <td>87723.0</td>\n",
+       "      <td>601744.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1595.0</td>\n",
-       "      <td>10070.0</td>\n",
+       "      <td>1596.0</td>\n",
+       "      <td>10521.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1129.0</td>\n",
+       "      <td>1144.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>680108</td>\n",
-       "      <td>27</td>\n",
-       "      <td>177</td>\n",
-       "      <td>5776f9724a3452e48705a9b2c73f52d3e631229d</td>\n",
+       "      <td>689467</td>\n",
+       "      <td>15</td>\n",
+       "      <td>451</td>\n",
+       "      <td>310a029041a6b87a179110674657ee90aac288c0</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  20200730    AK    3559.0  221498.0      NaN                   45.0   \n",
-       "1  20200730    AL   85762.0  594346.0      NaN                 1595.0   \n",
+       "0  20200731    AK    3677.0  229429.0      NaN                   40.0   \n",
+       "1  20200731    AL   87723.0  601744.0      NaN                 1596.0   \n",
        "\n",
        "   hospitalizedCumulative  inIcuCurrently  inIcuCumulative  \\\n",
        "0                     NaN             NaN              NaN   \n",
-       "1                 10070.0             NaN           1129.0   \n",
+       "1                 10521.0             NaN           1144.0   \n",
        "\n",
        "   onVentilatorCurrently  ...  posNeg  deathIncrease hospitalizedIncrease  \\\n",
-       "0                    3.0  ...  225057              1                    0   \n",
-       "1                    NaN  ...  680108             27                  177   \n",
+       "0                    3.0  ...  233106              0                    0   \n",
+       "1                    NaN  ...  689467             15                  451   \n",
        "\n",
        "                                       hash commercialScore  \\\n",
-       "0  d66445af73028a02a5d6713580a4c470cc603322               0   \n",
-       "1  5776f9724a3452e48705a9b2c73f52d3e631229d               0   \n",
+       "0  435bc6d4686226ba3a508751129be8b2ef723836               0   \n",
+       "1  310a029041a6b87a179110674657ee90aac288c0               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": 3.000062,
-   "end_time": "2020-07-31T07:31:40.379070",
+   "duration": 6.732796,
+   "end_time": "2020-08-01T07:32:38.164781",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/z_m8yogb/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/xpfpy1ny/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/z_m8yogb/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/xpfpy1ny/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-07-31T07:31:37.379008",
+   "start_time": "2020-08-01T07:32:31.431985",
    "version": "1.1.0"
   }
  },