diff --git a/.renku/workflow/6cc6993066ed4a0b85d39713783f4d3c.cwl b/.renku/workflow/6cc6993066ed4a0b85d39713783f4d3c.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..83e33f7867f7684be36d1d03a70d01b8689f5d6d
--- /dev/null
+++ b/.renku/workflow/6cc6993066ed4a0b85d39713783f4d3c.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_2:
+    outputSource: step_2/output_1
+    streamable: false
+    type: Directory
+  output_3:
+    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_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 088b3b2d51e067d613520d3aeb20273ef1866409..1075cc3f443cc14029bda3433ea3c838baba380e 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:a5c9838e8b91f25fe30aae1a2c60f3a12368ab033f914faf14f2d8df993633df
-size 1172128
+oid sha256:c80b65820b6241c370620a8583e079f6acafd8d9b421e5add6fc9d78220528d6
+size 1203304
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 947c0fec11f84d96a933abde803989339b9d04ee..8d90d68c4f7400ff9ed02bf524bde5ce8ad2448a 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 sha256:27fd69eb445fb8e3ce66f9d1ed73ebc72f24622cff7cbc37edc7651ebd4e331f
-size 27845
+oid sha256:a2e45292b5796ff458d826f6d1f26e8914d89ff5d87d78a5fb91c78f61237cc7
+size 27705
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index fc2535cb4331759a4756ad28d37fdc881b6b939e..b4cc7c18d3d49f7aada623e842f4508bd69b3cf5 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": 0.532269,
-     "end_time": "2020-04-18T18:11:05.616063",
+     "duration": 5.671212,
+     "end_time": "2020-04-19T19:56:23.928932",
      "exception": false,
-     "start_time": "2020-04-18T18:11:05.083794",
+     "start_time": "2020-04-19T19:56:18.257720",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.018483,
-     "end_time": "2020-04-18T18:11:05.645046",
+     "duration": 0.018453,
+     "end_time": "2020-04-19T19:56:23.958250",
      "exception": false,
-     "start_time": "2020-04-18T18:11:05.626563",
+     "start_time": "2020-04-19T19:56:23.939797",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.019301,
-     "end_time": "2020-04-18T18:11:05.674172",
+     "duration": 0.019133,
+     "end_time": "2020-04-19T19:56:23.986818",
      "exception": false,
-     "start_time": "2020-04-18T18:11:05.654871",
+     "start_time": "2020-04-19T19:56:23.967685",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/lvwjkfpt/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/_uzn4el5/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": 0.007258,
-     "end_time": "2020-04-18T18:11:05.690126",
+     "duration": 0.007776,
+     "end_time": "2020-04-19T19:56:24.002340",
      "exception": false,
-     "start_time": "2020-04-18T18:11:05.682868",
+     "start_time": "2020-04-19T19:56:23.994564",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.186003,
-     "end_time": "2020-04-18T18:11:05.883651",
+     "duration": 0.160899,
+     "end_time": "2020-04-19T19:56:24.171242",
      "exception": false,
-     "start_time": "2020-04-18T18:11:05.697648",
+     "start_time": "2020-04-19T19:56:24.010343",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.022463,
-     "end_time": "2020-04-18T18:11:05.916296",
+     "duration": 0.019485,
+     "end_time": "2020-04-19T19:56:24.199510",
      "exception": false,
-     "start_time": "2020-04-18T18:11:05.893833",
+     "start_time": "2020-04-19T19:56:24.180025",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.061515,
-     "end_time": "2020-04-18T18:11:05.986966",
+     "duration": 0.085508,
+     "end_time": "2020-04-19T19:56:24.292339",
      "exception": false,
-     "start_time": "2020-04-18T18:11:05.925451",
+     "start_time": "2020-04-19T19:56:24.206831",
      "status": "completed"
     },
     "tags": []
@@ -246,10 +246,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.008277,
-     "end_time": "2020-04-18T18:11:06.004318",
+     "duration": 0.008133,
+     "end_time": "2020-04-19T19:56:24.309427",
      "exception": false,
-     "start_time": "2020-04-18T18:11:05.996041",
+     "start_time": "2020-04-19T19:56:24.301294",
      "status": "completed"
     },
     "tags": []
@@ -263,10 +263,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.160192,
-     "end_time": "2020-04-18T18:11:06.172926",
+     "duration": 0.35078,
+     "end_time": "2020-04-19T19:56:24.668340",
      "exception": false,
-     "start_time": "2020-04-18T18:11:06.012734",
+     "start_time": "2020-04-19T19:56:24.317560",
      "status": "completed"
     },
     "tags": []
@@ -283,10 +283,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.025967,
-     "end_time": "2020-04-18T18:11:06.211115",
+     "duration": 0.022744,
+     "end_time": "2020-04-19T19:56:24.700667",
      "exception": false,
-     "start_time": "2020-04-18T18:11:06.185148",
+     "start_time": "2020-04-19T19:56:24.677923",
      "status": "completed"
     },
     "tags": []
@@ -305,10 +305,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.111813,
-     "end_time": "2020-04-18T18:11:06.335104",
+     "duration": 0.110746,
+     "end_time": "2020-04-19T19:56:24.819861",
      "exception": false,
-     "start_time": "2020-04-18T18:11:06.223291",
+     "start_time": "2020-04-19T19:56:24.709115",
      "status": "completed"
     },
     "tags": []
@@ -318,7 +318,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2396 data points\n"
+      "2452 data points\n"
      ]
     },
     {
@@ -368,51 +368,51 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200417</td>\n",
+       "      <td>20200418</td>\n",
        "      <td>AK</td>\n",
-       "      <td>309.0</td>\n",
-       "      <td>9141.0</td>\n",
-       "      <td>NaN</td>\n",
+       "      <td>314.0</td>\n",
+       "      <td>9341.0</td>\n",
        "      <td>NaN</td>\n",
+       "      <td>39.0</td>\n",
        "      <td>36.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
        "      <td>36.0</td>\n",
-       "      <td>9450.0</td>\n",
-       "      <td>9450.0</td>\n",
-       "      <td>9450.0</td>\n",
+       "      <td>9655.0</td>\n",
+       "      <td>9655.0</td>\n",
+       "      <td>9655.0</td>\n",
        "      <td>2</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>706.0</td>\n",
-       "      <td>9.0</td>\n",
-       "      <td>715.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>200.0</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>205.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200417</td>\n",
+       "      <td>20200418</td>\n",
        "      <td>AL</td>\n",
-       "      <td>4530.0</td>\n",
-       "      <td>33318.0</td>\n",
+       "      <td>4655.0</td>\n",
+       "      <td>37883.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>594.0</td>\n",
+       "      <td>620.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>247.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>594.0</td>\n",
-       "      <td>37848.0</td>\n",
-       "      <td>37848.0</td>\n",
-       "      <td>37848.0</td>\n",
+       "      <td>620.0</td>\n",
+       "      <td>42538.0</td>\n",
+       "      <td>42538.0</td>\n",
+       "      <td>42538.0</td>\n",
        "      <td>1</td>\n",
-       "      <td>11.0</td>\n",
-       "      <td>41.0</td>\n",
-       "      <td>1272.0</td>\n",
-       "      <td>185.0</td>\n",
-       "      <td>1457.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>26.0</td>\n",
+       "      <td>4565.0</td>\n",
+       "      <td>125.0</td>\n",
+       "      <td>4690.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -421,24 +421,24 @@
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalizedCurrently  \\\n",
-       "0  20200417    AK     309.0    9141.0      NaN                    NaN   \n",
-       "1  20200417    AL    4530.0   33318.0      NaN                    NaN   \n",
+       "0  20200418    AK     314.0    9341.0      NaN                   39.0   \n",
+       "1  20200418    AL    4655.0   37883.0      NaN                    NaN   \n",
        "\n",
        "   hospitalizedCumulative  inIcuCurrently  inIcuCumulative  \\\n",
        "0                    36.0             NaN              NaN   \n",
-       "1                   594.0             NaN            247.0   \n",
+       "1                   620.0             NaN            247.0   \n",
        "\n",
        "   onVentilatorCurrently  ...  hospitalized    total totalTestResults  \\\n",
-       "0                    NaN  ...          36.0   9450.0           9450.0   \n",
-       "1                    NaN  ...         594.0  37848.0          37848.0   \n",
+       "0                    NaN  ...          36.0   9655.0           9655.0   \n",
+       "1                    NaN  ...         620.0  42538.0          42538.0   \n",
        "\n",
        "    posNeg  fips  deathIncrease  hospitalizedIncrease  negativeIncrease  \\\n",
-       "0   9450.0     2            0.0                   1.0             706.0   \n",
-       "1  37848.0     1           11.0                  41.0            1272.0   \n",
+       "0   9655.0     2            0.0                   0.0             200.0   \n",
+       "1  42538.0     1            2.0                  26.0            4565.0   \n",
        "\n",
        "   positiveIncrease  totalTestResultsIncrease  \n",
-       "0               9.0                     715.0  \n",
-       "1             185.0                    1457.0  \n",
+       "0               5.0                     205.0  \n",
+       "1             125.0                    4690.0  \n",
        "\n",
        "[2 rows x 25 columns]"
       ]
@@ -474,18 +474,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 2.571431,
-   "end_time": "2020-04-18T18:11:06.657430",
+   "duration": 8.208523,
+   "end_time": "2020-04-19T19:56:25.142083",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/lvwjkfpt/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/_uzn4el5/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/lvwjkfpt/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/_uzn4el5/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-04-18T18:11:04.085999",
+   "start_time": "2020-04-19T19:56:16.933560",
    "version": "1.1.0"
   }
  },