diff --git a/.renku/workflow/1e225dfd73f14eefa9a98769403b2963.cwl b/.renku/workflow/1e225dfd73f14eefa9a98769403b2963.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..4105b2e4b7864a8c984c0fb6a1ce3eb1cd63e3e3
--- /dev/null
+++ b/.renku/workflow/1e225dfd73f14eefa9a98769403b2963.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_1:
+    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_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 c39e7cb93cd9b2e8dabda54c0e28ac5900c24a01..551a9727a6090c9f3a304341d39ab87bd8fa1400 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 sha256:620d7a5960bd2efd7502001d04f38d2cf630a5937e9b5b30ee59edecab5b7a3a
-size 451064
+oid sha256:801b058f6d058226e08bf7199653a1684747727adcb9c15864858faf6d76ad09
+size 471445
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index f3ede08085838e9f0060fc88168e3e6a24620316..ce67df1e5fe13b40b7edb398717f42f91edfd7f5 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 sha256:9ee2bb71091d1976a748e75088484a079c32f959736aefb777262beef24b71d5
-size 25321
+oid sha256:306bc64b6fee54d73398efe54f01497474cbf76b0c2ddbd38a86f5a4652f8f46
+size 25348
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index f64569502a12438646fd6e18212f3b4bb56a8b2c..1f78abb390d756bce4b657a3f175d0da8733171d 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": 0.466467,
-     "end_time": "2020-03-29T08:22:31.907089",
+     "duration": 0.492815,
+     "end_time": "2020-03-30T08:27:40.229411",
      "exception": false,
-     "start_time": "2020-03-29T08:22:31.440622",
+     "start_time": "2020-03-30T08:27:39.736596",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.018031,
-     "end_time": "2020-03-29T08:22:31.938653",
+     "duration": 0.021021,
+     "end_time": "2020-03-30T08:27:40.266638",
      "exception": false,
-     "start_time": "2020-03-29T08:22:31.920622",
+     "start_time": "2020-03-30T08:27:40.245617",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.018359,
-     "end_time": "2020-03-29T08:22:31.964788",
+     "duration": 0.021844,
+     "end_time": "2020-03-30T08:27:40.297532",
      "exception": false,
-     "start_time": "2020-03-29T08:22:31.946429",
+     "start_time": "2020-03-30T08:27:40.275688",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/bdf81mi5/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/d1j8kx27/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": 0.008065,
-     "end_time": "2020-03-29T08:22:31.981763",
+     "duration": 0.00787,
+     "end_time": "2020-03-30T08:27:40.314046",
      "exception": false,
-     "start_time": "2020-03-29T08:22:31.973698",
+     "start_time": "2020-03-30T08:27:40.306176",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.063028,
-     "end_time": "2020-03-29T08:22:32.052258",
+     "duration": 0.203713,
+     "end_time": "2020-03-30T08:27:40.523793",
      "exception": false,
-     "start_time": "2020-03-29T08:22:31.989230",
+     "start_time": "2020-03-30T08:27:40.320080",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.020595,
-     "end_time": "2020-03-29T08:22:32.084858",
+     "duration": 0.027624,
+     "end_time": "2020-03-30T08:27:40.565900",
      "exception": false,
-     "start_time": "2020-03-29T08:22:32.064263",
+     "start_time": "2020-03-30T08:27:40.538276",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.062439,
-     "end_time": "2020-03-29T08:22:32.156029",
+     "duration": 0.06934,
+     "end_time": "2020-03-30T08:27:40.645200",
      "exception": false,
-     "start_time": "2020-03-29T08:22:32.093590",
+     "start_time": "2020-03-30T08:27:40.575860",
      "status": "completed"
     },
     "tags": []
@@ -246,10 +246,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007936,
-     "end_time": "2020-03-29T08:22:32.175985",
+     "duration": 0.008708,
+     "end_time": "2020-03-30T08:27:40.669585",
      "exception": false,
-     "start_time": "2020-03-29T08:22:32.168049",
+     "start_time": "2020-03-30T08:27:40.660877",
      "status": "completed"
     },
     "tags": []
@@ -263,10 +263,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.16391,
-     "end_time": "2020-03-29T08:22:32.348092",
+     "duration": 0.189596,
+     "end_time": "2020-03-30T08:27:40.865837",
      "exception": false,
-     "start_time": "2020-03-29T08:22:32.184182",
+     "start_time": "2020-03-30T08:27:40.676241",
      "status": "completed"
     },
     "tags": []
@@ -283,10 +283,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.021284,
-     "end_time": "2020-03-29T08:22:32.380284",
+     "duration": 0.028367,
+     "end_time": "2020-03-30T08:27:40.910685",
      "exception": false,
-     "start_time": "2020-03-29T08:22:32.359000",
+     "start_time": "2020-03-30T08:27:40.882318",
      "status": "completed"
     },
     "tags": []
@@ -305,10 +305,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.076359,
-     "end_time": "2020-03-29T08:22:32.467959",
+     "duration": 0.077961,
+     "end_time": "2020-03-30T08:27:40.998256",
      "exception": false,
-     "start_time": "2020-03-29T08:22:32.391600",
+     "start_time": "2020-03-30T08:27:40.920295",
      "status": "completed"
     },
     "tags": []
@@ -318,7 +318,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1261 data points\n"
+      "1317 data points\n"
      ]
     },
     {
@@ -364,43 +364,43 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200328</td>\n",
+       "      <td>20200329</td>\n",
        "      <td>AK</td>\n",
-       "      <td>85.0</td>\n",
-       "      <td>2836.0</td>\n",
+       "      <td>102.0</td>\n",
+       "      <td>3232.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>5.0</td>\n",
+       "      <td>6.0</td>\n",
        "      <td>2.0</td>\n",
-       "      <td>2921</td>\n",
-       "      <td>edb7e6bcde715f8bbea31547e99aa8b4712ea5fb</td>\n",
-       "      <td>2020-03-28T20:00:00Z</td>\n",
-       "      <td>2921</td>\n",
+       "      <td>3334</td>\n",
+       "      <td>d4c0789e67f59e98176a9ea96200ed348161c6d4</td>\n",
+       "      <td>2020-03-29T20:00:00Z</td>\n",
+       "      <td>3334</td>\n",
        "      <td>2</td>\n",
+       "      <td>0.0</td>\n",
        "      <td>1.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>517.0</td>\n",
-       "      <td>16.0</td>\n",
-       "      <td>533.0</td>\n",
+       "      <td>396.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>413.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200328</td>\n",
+       "      <td>20200329</td>\n",
        "      <td>AL</td>\n",
-       "      <td>696.0</td>\n",
+       "      <td>806.0</td>\n",
        "      <td>4184.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>4880</td>\n",
-       "      <td>c9986a845bd2f8f9c9a4294a8e5d66a01ee6aadf</td>\n",
-       "      <td>2020-03-28T20:00:00Z</td>\n",
-       "      <td>4880</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>4990</td>\n",
+       "      <td>9dbf0b598d35897b1f6857899d0a834990f4ec51</td>\n",
+       "      <td>2020-03-29T20:00:00Z</td>\n",
+       "      <td>4990</td>\n",
        "      <td>1</td>\n",
+       "      <td>1.0</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>109.0</td>\n",
-       "      <td>109.0</td>\n",
+       "      <td>110.0</td>\n",
+       "      <td>110.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -408,20 +408,20 @@
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalized  death  total  \\\n",
-       "0  20200328    AK      85.0    2836.0      NaN           5.0    2.0   2921   \n",
-       "1  20200328    AL     696.0    4184.0      NaN           NaN    3.0   4880   \n",
+       "0  20200329    AK     102.0    3232.0      NaN           6.0    2.0   3334   \n",
+       "1  20200329    AL     806.0    4184.0      NaN           NaN    4.0   4990   \n",
        "\n",
        "                                       hash           dateChecked  \\\n",
-       "0  edb7e6bcde715f8bbea31547e99aa8b4712ea5fb  2020-03-28T20:00:00Z   \n",
-       "1  c9986a845bd2f8f9c9a4294a8e5d66a01ee6aadf  2020-03-28T20:00:00Z   \n",
+       "0  d4c0789e67f59e98176a9ea96200ed348161c6d4  2020-03-29T20:00:00Z   \n",
+       "1  9dbf0b598d35897b1f6857899d0a834990f4ec51  2020-03-29T20:00:00Z   \n",
        "\n",
        "   totalTestResults  fips  deathIncrease  hospitalizedIncrease  \\\n",
-       "0              2921     2            1.0                   2.0   \n",
-       "1              4880     1            0.0                   0.0   \n",
+       "0              3334     2            0.0                   1.0   \n",
+       "1              4990     1            1.0                   0.0   \n",
        "\n",
        "   negativeIncrease  positiveIncrease  totalTestResultsIncrease  \n",
-       "0             517.0              16.0                     533.0  \n",
-       "1               0.0             109.0                     109.0  "
+       "0             396.0              17.0                     413.0  \n",
+       "1               0.0             110.0                     110.0  "
       ]
      },
      "execution_count": 9,
@@ -455,18 +455,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 2.185859,
-   "end_time": "2020-03-29T08:22:32.791063",
+   "duration": 2.53769,
+   "end_time": "2020-03-30T08:27:41.335247",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/bdf81mi5/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/d1j8kx27/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/bdf81mi5/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/d1j8kx27/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-03-29T08:22:30.605204",
+   "start_time": "2020-03-30T08:27:38.797557",
    "version": "1.1.0"
   }
  },