diff --git a/.renku/workflow/f2dbb09e70314ed4b235c8bf9cdd94a1.cwl b/.renku/workflow/f2dbb09e70314ed4b235c8bf9cdd94a1.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..44b232a29518b43908e2d30f2a9f0b608e260ba1
--- /dev/null
+++ b/.renku/workflow/f2dbb09e70314ed4b235c8bf9cdd94a1.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_1:
+    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: ff5f474d38144c5d882c0036bd1059c2_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 3b8367f5b9aca6f2044c5a5ac677a2d5e176abea..a6234d1e50b88259af3c1cf2b985c31f29b74f22 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:cf9f11314c54abdddbb58fc07a2df986bb85d68437223dbe1052203c2505a9ca
-size 142982
+oid sha256:04a4bbec05fc52248512469d41ee013fdce83b6fef928e9562dfe801ad82aff9
+size 151715
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index d0bee96e2baf67ae73b9f2103ca757df8509fd1f..55645103119e9298e27d5465aebaac61a453d438 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:e66567f0258fc7582c4a18e8a1aef3a27182f902aa94121222468c8504ec830f
-size 25452
+oid sha256:7eaff61b1c975bf893a6e7e35a694980140435ce8cb5afc02164ce685cfa5baa
+size 25218
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index 158c4445193789ec1ef307b85c72ca0f68c5399f..24fe640f5e06eaf3a6958be870a9f8836ce9564e 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": 2.276469,
-     "end_time": "2020-03-23T08:22:22.453561",
+     "duration": 1.484962,
+     "end_time": "2020-03-24T11:08:51.882283",
      "exception": false,
-     "start_time": "2020-03-23T08:22:20.177092",
+     "start_time": "2020-03-24T11:08:50.397321",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.020852,
-     "end_time": "2020-03-23T08:22:22.488968",
+     "duration": 0.034224,
+     "end_time": "2020-03-24T11:08:51.927200",
      "exception": false,
-     "start_time": "2020-03-23T08:22:22.468116",
+     "start_time": "2020-03-24T11:08:51.892976",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.02465,
-     "end_time": "2020-03-23T08:22:22.522182",
+     "duration": 0.024298,
+     "end_time": "2020-03-24T11:08:51.965529",
      "exception": false,
-     "start_time": "2020-03-23T08:22:22.497532",
+     "start_time": "2020-03-24T11:08:51.941231",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/iocfjzox/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/kq4860jy/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": 0.005919,
-     "end_time": "2020-03-23T08:22:22.536991",
+     "duration": 0.007354,
+     "end_time": "2020-03-24T11:08:51.981277",
      "exception": false,
-     "start_time": "2020-03-23T08:22:22.531072",
+     "start_time": "2020-03-24T11:08:51.973923",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.683247,
-     "end_time": "2020-03-23T08:22:23.226480",
+     "duration": 1.994092,
+     "end_time": "2020-03-24T11:08:53.981279",
      "exception": false,
-     "start_time": "2020-03-23T08:22:22.543233",
+     "start_time": "2020-03-24T11:08:51.987187",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.02999,
-     "end_time": "2020-03-23T08:22:23.270771",
+     "duration": 0.028446,
+     "end_time": "2020-03-24T11:08:54.020108",
      "exception": false,
-     "start_time": "2020-03-23T08:22:23.240781",
+     "start_time": "2020-03-24T11:08:53.991662",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.075074,
-     "end_time": "2020-03-23T08:22:23.356315",
+     "duration": 0.080991,
+     "end_time": "2020-03-24T11:08:54.110615",
      "exception": false,
-     "start_time": "2020-03-23T08:22:23.281241",
+     "start_time": "2020-03-24T11:08:54.029624",
      "status": "completed"
     },
     "tags": []
@@ -187,7 +187,7 @@
        "      <td>@Alaska_DHSS</td>\n",
        "      <td>All data</td>\n",
        "      <td>False</td>\n",
-       "      <td>Unclear if their reported number means \"person...</td>\n",
+       "      <td>We count the reported number as \"persons teste...</td>\n",
        "      <td>Alaska</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -220,7 +220,7 @@
        "1                                               None  @alpublichealth   \n",
        "\n",
        "        pui    pum                                              notes     name  \n",
-       "0  All data  False  Unclear if their reported number means \"person...   Alaska  \n",
+       "0  All data  False  We count the reported number as \"persons teste...   Alaska  \n",
        "1   No data  False  Last negative count from 3/16. Last update tim...  Alabama  "
       ]
      },
@@ -239,10 +239,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.008205,
-     "end_time": "2020-03-23T08:22:23.377337",
+     "duration": 0.010469,
+     "end_time": "2020-03-24T11:08:54.132051",
      "exception": false,
-     "start_time": "2020-03-23T08:22:23.369132",
+     "start_time": "2020-03-24T11:08:54.121582",
      "status": "completed"
     },
     "tags": []
@@ -256,10 +256,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.216238,
-     "end_time": "2020-03-23T08:22:23.599867",
+     "duration": 0.162493,
+     "end_time": "2020-03-24T11:08:54.304650",
      "exception": false,
-     "start_time": "2020-03-23T08:22:23.383629",
+     "start_time": "2020-03-24T11:08:54.142157",
      "status": "completed"
     },
     "tags": []
@@ -276,10 +276,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.030954,
-     "end_time": "2020-03-23T08:22:23.651293",
+     "duration": 0.02792,
+     "end_time": "2020-03-24T11:08:54.344357",
      "exception": false,
-     "start_time": "2020-03-23T08:22:23.620339",
+     "start_time": "2020-03-24T11:08:54.316437",
      "status": "completed"
     },
     "tags": []
@@ -298,10 +298,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.066839,
-     "end_time": "2020-03-23T08:22:23.732970",
+     "duration": 0.06445,
+     "end_time": "2020-03-24T11:08:54.419822",
      "exception": false,
-     "start_time": "2020-03-23T08:22:23.666131",
+     "start_time": "2020-03-24T11:08:54.355372",
      "status": "completed"
     },
     "tags": []
@@ -311,7 +311,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "925 data points\n"
+      "981 data points\n"
      ]
     },
     {
@@ -349,7 +349,7 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200322</td>\n",
+       "      <td>20200323</td>\n",
        "      <td>AK</td>\n",
        "      <td>22.0</td>\n",
        "      <td>946.0</td>\n",
@@ -357,19 +357,19 @@
        "      <td>0.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>968</td>\n",
-       "      <td>2020-03-22T20:00:00Z</td>\n",
+       "      <td>2020-03-23T20:00:00Z</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200322</td>\n",
+       "      <td>20200323</td>\n",
        "      <td>AL</td>\n",
-       "      <td>138.0</td>\n",
-       "      <td>1464.0</td>\n",
+       "      <td>167.0</td>\n",
+       "      <td>1665.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>1602</td>\n",
-       "      <td>2020-03-22T20:00:00Z</td>\n",
+       "      <td>1832</td>\n",
+       "      <td>2020-03-23T20:00:00Z</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -377,12 +377,12 @@
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalized  death  total  \\\n",
-       "0  20200322    AK      22.0     946.0      NaN           0.0    NaN    968   \n",
-       "1  20200322    AL     138.0    1464.0      NaN           NaN    0.0   1602   \n",
+       "0  20200323    AK      22.0     946.0      NaN           0.0    NaN    968   \n",
+       "1  20200323    AL     167.0    1665.0      NaN           NaN    0.0   1832   \n",
        "\n",
        "            dateChecked  \n",
-       "0  2020-03-22T20:00:00Z  \n",
-       "1  2020-03-22T20:00:00Z  "
+       "0  2020-03-23T20:00:00Z  \n",
+       "1  2020-03-23T20:00:00Z  "
       ]
      },
      "execution_count": 9,
@@ -416,18 +416,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 4.883343,
-   "end_time": "2020-03-23T08:22:24.072161",
+   "duration": 5.713541,
+   "end_time": "2020-03-24T11:08:54.762805",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/iocfjzox/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/kq4860jy/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/iocfjzox/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/kq4860jy/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-03-23T08:22:19.188818",
+   "start_time": "2020-03-24T11:08:49.049264",
    "version": "1.1.0"
   }
  },