diff --git a/.renku/workflow/b8aae4992da54f598cd745a0ba9e7af6.cwl b/.renku/workflow/b8aae4992da54f598cd745a0ba9e7af6.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..eafaad35cba09d933087bc589d45c9bef3a35098
--- /dev/null
+++ b/.renku/workflow/b8aae4992da54f598cd745a0ba9e7af6.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: states-metadata.json
+    streamable: false
+    type: string
+  input_3:
+    default: out_folder
+    streamable: false
+    type: string
+  input_4:
+    default: data/covidtracking
+    streamable: false
+    type: string
+  input_5:
+    default:
+      class: File
+      path: ../../notebooks/process/download-covidtracking-data.ipynb
+    streamable: false
+    type: File
+  input_6:
+    default: runs/download-covidtracking-data.runs.ipynb
+    streamable: false
+    type: string
+outputs:
+  output_2:
+    outputSource: step_3/output_0
+    streamable: false
+    type: File
+  output_3:
+    outputSource: step_3/output_1
+    streamable: false
+    type: Directory
+requirements: []
+steps:
+  step_1:
+    in:
+      filename: input_1
+      input_directory: step_3/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:
+      filename: input_2
+      input_directory: step_3/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: []
+  step_3:
+    in:
+      input_1: input_3
+      input_2: input_4
+      input_3: input_5
+      input_4: input_6
+    out:
+    - output_0
+    - output_1
+    run: ff5f474d38144c5d882c0036bd1059c2_papermill.cwl
diff --git a/data/covidtracking/states-daily.json b/data/covidtracking/states-daily.json
index 70b3261901cd75e0d3ed45d069399c0d0158a3cd..3b8367f5b9aca6f2044c5a5ac677a2d5e176abea 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 sha256:0c3c20afab79ee8a58c86d9e5e874ece8d14ade025471f38b055ce2fbe9e7a19
-size 134255
+oid sha256:cf9f11314c54abdddbb58fc07a2df986bb85d68437223dbe1052203c2505a9ca
+size 142982
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index e1e43bbd54952f47853b1e9542c150f5cd3f0cca..d0bee96e2baf67ae73b9f2103ca757df8509fd1f 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 sha256:7f58c89f6e95859ad0e56742374bd2aa45e76b2e2e13b3a657066459ccd619c4
-size 25781
+oid sha256:e66567f0258fc7582c4a18e8a1aef3a27182f902aa94121222468c8504ec830f
+size 25452
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index 6eadb6a64498ea6dfa0dd37e5b33ed4114f1b2fb..158c4445193789ec1ef307b85c72ca0f68c5399f 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": 0.527885,
-     "end_time": "2020-03-22T08:22:00.825645",
+     "duration": 2.276469,
+     "end_time": "2020-03-23T08:22:22.453561",
      "exception": false,
-     "start_time": "2020-03-22T08:22:00.297760",
+     "start_time": "2020-03-23T08:22:20.177092",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.016824,
-     "end_time": "2020-03-22T08:22:00.852469",
+     "duration": 0.020852,
+     "end_time": "2020-03-23T08:22:22.488968",
      "exception": false,
-     "start_time": "2020-03-22T08:22:00.835645",
+     "start_time": "2020-03-23T08:22:22.468116",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.018322,
-     "end_time": "2020-03-22T08:22:00.878621",
+     "duration": 0.02465,
+     "end_time": "2020-03-23T08:22:22.522182",
      "exception": false,
-     "start_time": "2020-03-22T08:22:00.860299",
+     "start_time": "2020-03-23T08:22:22.497532",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/mhe9_fx8/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/iocfjzox/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": 0.01311,
-     "end_time": "2020-03-22T08:22:00.900103",
+     "duration": 0.005919,
+     "end_time": "2020-03-23T08:22:22.536991",
      "exception": false,
-     "start_time": "2020-03-22T08:22:00.886993",
+     "start_time": "2020-03-23T08:22:22.531072",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 1.439286,
-     "end_time": "2020-03-22T08:22:02.347578",
+     "duration": 0.683247,
+     "end_time": "2020-03-23T08:22:23.226480",
      "exception": false,
-     "start_time": "2020-03-22T08:22:00.908292",
+     "start_time": "2020-03-23T08:22:22.543233",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.018345,
-     "end_time": "2020-03-22T08:22:02.374606",
+     "duration": 0.02999,
+     "end_time": "2020-03-23T08:22:23.270771",
      "exception": false,
-     "start_time": "2020-03-22T08:22:02.356261",
+     "start_time": "2020-03-23T08:22:23.240781",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.064418,
-     "end_time": "2020-03-22T08:22:02.448313",
+     "duration": 0.075074,
+     "end_time": "2020-03-23T08:22:23.356315",
      "exception": false,
-     "start_time": "2020-03-22T08:22:02.383895",
+     "start_time": "2020-03-23T08:22:23.281241",
      "status": "completed"
     },
     "tags": []
@@ -239,10 +239,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007933,
-     "end_time": "2020-03-22T08:22:02.465634",
+     "duration": 0.008205,
+     "end_time": "2020-03-23T08:22:23.377337",
      "exception": false,
-     "start_time": "2020-03-22T08:22:02.457701",
+     "start_time": "2020-03-23T08:22:23.369132",
      "status": "completed"
     },
     "tags": []
@@ -256,10 +256,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.840779,
-     "end_time": "2020-03-22T08:22:03.314317",
+     "duration": 0.216238,
+     "end_time": "2020-03-23T08:22:23.599867",
      "exception": false,
-     "start_time": "2020-03-22T08:22:02.473538",
+     "start_time": "2020-03-23T08:22:23.383629",
      "status": "completed"
     },
     "tags": []
@@ -276,10 +276,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.021605,
-     "end_time": "2020-03-22T08:22:03.348671",
+     "duration": 0.030954,
+     "end_time": "2020-03-23T08:22:23.651293",
      "exception": false,
-     "start_time": "2020-03-22T08:22:03.327066",
+     "start_time": "2020-03-23T08:22:23.620339",
      "status": "completed"
     },
     "tags": []
@@ -298,10 +298,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.055687,
-     "end_time": "2020-03-22T08:22:03.415289",
+     "duration": 0.066839,
+     "end_time": "2020-03-23T08:22:23.732970",
      "exception": false,
-     "start_time": "2020-03-22T08:22:03.359602",
+     "start_time": "2020-03-23T08:22:23.666131",
      "status": "completed"
     },
     "tags": []
@@ -311,7 +311,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "869 data points\n"
+      "925 data points\n"
      ]
     },
     {
@@ -349,27 +349,27 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200321</td>\n",
+       "      <td>20200322</td>\n",
        "      <td>AK</td>\n",
-       "      <td>14.0</td>\n",
-       "      <td>758.0</td>\n",
+       "      <td>22.0</td>\n",
+       "      <td>946.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>0.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>772</td>\n",
-       "      <td>2020-03-21T20:00:00Z</td>\n",
+       "      <td>968</td>\n",
+       "      <td>2020-03-22T20:00:00Z</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200321</td>\n",
+       "      <td>20200322</td>\n",
        "      <td>AL</td>\n",
-       "      <td>124.0</td>\n",
-       "      <td>28.0</td>\n",
+       "      <td>138.0</td>\n",
+       "      <td>1464.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>152</td>\n",
-       "      <td>2020-03-21T20:00:00Z</td>\n",
+       "      <td>1602</td>\n",
+       "      <td>2020-03-22T20:00:00Z</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -377,12 +377,12 @@
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalized  death  total  \\\n",
-       "0  20200321    AK      14.0     758.0      NaN           0.0    NaN    772   \n",
-       "1  20200321    AL     124.0      28.0      NaN           NaN    0.0    152   \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",
        "\n",
        "            dateChecked  \n",
-       "0  2020-03-21T20:00:00Z  \n",
-       "1  2020-03-21T20:00:00Z  "
+       "0  2020-03-22T20:00:00Z  \n",
+       "1  2020-03-22T20:00:00Z  "
       ]
      },
      "execution_count": 9,
@@ -416,18 +416,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 4.297689,
-   "end_time": "2020-03-22T08:22:03.739739",
+   "duration": 4.883343,
+   "end_time": "2020-03-23T08:22:24.072161",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/mhe9_fx8/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/iocfjzox/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/mhe9_fx8/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/iocfjzox/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-03-22T08:21:59.442050",
+   "start_time": "2020-03-23T08:22:19.188818",
    "version": "1.1.0"
   }
  },