diff --git a/.renku/workflow/6245936e8bb44ec5b660121c3735a626.cwl b/.renku/workflow/6245936e8bb44ec5b660121c3735a626.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..95851678e2d93cdf2268bd0df52b757fccb30963
--- /dev/null
+++ b/.renku/workflow/6245936e8bb44ec5b660121c3735a626.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_3:
+    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: 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-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 343c8082abb1b6f528857b792579426064b99075..6233cbf3a78a4505d6b847484014f515fdcd2f38 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 sha256:2343ced246db10e9804dceea377803c44955a9910d908be34e31999eb49d44ad
-size 18175761
+oid sha256:e6086cb19690e6a1a340496a347395b5659b0d571e797e56fe75f22382cfe0de
+size 18253505
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 29a4bc5e17a625b813e59444d1f4f61836fb0909..531ba2ba232bcb533d06058af5477d1d5d9f08a1 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:a866180dc4ac2f049894dfba83da40d06ce9d379c946e3f2f9290a0f95049aaf
-size 103619
+oid sha256:2a42c427de85fd5f0b2dca4993f4ec06a324f092e0b703bcded87c50defc65b7
+size 104080
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index aacfac40418f7dcb5192ce3f15d5789f5c9dd054..38226a095b7648d1ba32e851fa06d24c436d1617 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": 4.388415,
-     "end_time": "2020-10-28T07:38:34.502247",
+     "duration": 4.537249,
+     "end_time": "2020-10-29T07:39:06.222092",
      "exception": false,
-     "start_time": "2020-10-28T07:38:30.113832",
+     "start_time": "2020-10-29T07:39:01.684843",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.023367,
-     "end_time": "2020-10-28T07:38:34.542142",
+     "duration": 0.021881,
+     "end_time": "2020-10-29T07:39:06.258241",
      "exception": false,
-     "start_time": "2020-10-28T07:38:34.518775",
+     "start_time": "2020-10-29T07:39:06.236360",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.020044,
-     "end_time": "2020-10-28T07:38:34.570219",
+     "duration": 0.027575,
+     "end_time": "2020-10-29T07:39:06.297922",
      "exception": false,
-     "start_time": "2020-10-28T07:38:34.550175",
+     "start_time": "2020-10-29T07:39:06.270347",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/_0d2bb1o/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/42lwuooh/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": 0.005427,
-     "end_time": "2020-10-28T07:38:34.582403",
+     "duration": 0.007823,
+     "end_time": "2020-10-29T07:39:06.317748",
      "exception": false,
-     "start_time": "2020-10-28T07:38:34.576976",
+     "start_time": "2020-10-29T07:39:06.309925",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.869465,
-     "end_time": "2020-10-28T07:38:35.457664",
+     "duration": 0.384563,
+     "end_time": "2020-10-29T07:39:06.710425",
      "exception": false,
-     "start_time": "2020-10-28T07:38:34.588199",
+     "start_time": "2020-10-29T07:39:06.325862",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.023801,
-     "end_time": "2020-10-28T07:38:35.494930",
+     "duration": 0.023132,
+     "end_time": "2020-10-29T07:39:06.744099",
      "exception": false,
-     "start_time": "2020-10-28T07:38:35.471129",
+     "start_time": "2020-10-29T07:39:06.720967",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.085511,
-     "end_time": "2020-10-28T07:38:35.588944",
+     "duration": 0.110546,
+     "end_time": "2020-10-29T07:39:06.864298",
      "exception": false,
-     "start_time": "2020-10-28T07:38:35.503433",
+     "start_time": "2020-10-29T07:39:06.753752",
      "status": "completed"
     },
     "tags": []
@@ -280,10 +280,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007957,
-     "end_time": "2020-10-28T07:38:35.610958",
+     "duration": 0.009476,
+     "end_time": "2020-10-29T07:39:06.883639",
      "exception": false,
-     "start_time": "2020-10-28T07:38:35.603001",
+     "start_time": "2020-10-29T07:39:06.874163",
      "status": "completed"
     },
     "tags": []
@@ -297,10 +297,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.711259,
-     "end_time": "2020-10-28T07:38:36.329223",
+     "duration": 30.429905,
+     "end_time": "2020-10-29T07:39:37.322953",
      "exception": false,
-     "start_time": "2020-10-28T07:38:35.617964",
+     "start_time": "2020-10-29T07:39:06.893048",
      "status": "completed"
     },
     "tags": []
@@ -317,10 +317,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.060408,
-     "end_time": "2020-10-28T07:38:36.405873",
+     "duration": 0.053599,
+     "end_time": "2020-10-29T07:39:37.390618",
      "exception": false,
-     "start_time": "2020-10-28T07:38:36.345465",
+     "start_time": "2020-10-29T07:39:37.337019",
      "status": "completed"
     },
     "tags": []
@@ -339,10 +339,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.605678,
-     "end_time": "2020-10-28T07:38:37.024275",
+     "duration": 0.701681,
+     "end_time": "2020-10-29T07:39:38.103517",
      "exception": false,
-     "start_time": "2020-10-28T07:38:36.418597",
+     "start_time": "2020-10-29T07:39:37.401836",
      "status": "completed"
     },
     "tags": []
@@ -352,7 +352,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "13360 data points\n"
+      "13416 data points\n"
      ]
     },
     {
@@ -402,21 +402,21 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20201027</td>\n",
+       "      <td>20201028</td>\n",
        "      <td>AK</td>\n",
-       "      <td>14798.0</td>\n",
+       "      <td>15155.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>562631.0</td>\n",
+       "      <td>565444.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>totalTestsViral</td>\n",
-       "      <td>577429.0</td>\n",
-       "      <td>81.0</td>\n",
+       "      <td>580599.0</td>\n",
+       "      <td>80.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>577429</td>\n",
-       "      <td>2</td>\n",
+       "      <td>580599</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>7e2c10c46a59bf7b86096ce9df6bc962cab5cb74</td>\n",
+       "      <td>f0f48cae1ff48cce0b1dfa2a67c30709261bf7f5</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -426,21 +426,21 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20201027</td>\n",
+       "      <td>20201028</td>\n",
        "      <td>AL</td>\n",
-       "      <td>186437.0</td>\n",
-       "      <td>26998.0</td>\n",
-       "      <td>1153448.0</td>\n",
+       "      <td>187706.0</td>\n",
+       "      <td>27326.0</td>\n",
+       "      <td>1159926.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>totalTestsViral</td>\n",
-       "      <td>1312887.0</td>\n",
-       "      <td>1001.0</td>\n",
-       "      <td>19974.0</td>\n",
+       "      <td>1320306.0</td>\n",
+       "      <td>1013.0</td>\n",
+       "      <td>20116.0</td>\n",
        "      <td>...</td>\n",
-       "      <td>1339885</td>\n",
-       "      <td>26</td>\n",
-       "      <td>0</td>\n",
-       "      <td>fcc11dfcba1953aae8cbf7a4a63b867f3a4ec519</td>\n",
+       "      <td>1347632</td>\n",
+       "      <td>19</td>\n",
+       "      <td>142</td>\n",
+       "      <td>c713ea2c14a2c1435e7c7cbada7a09af31a376a6</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -455,20 +455,20 @@
       ],
       "text/plain": [
        "       date state  positive  probableCases   negative  pending  \\\n",
-       "0  20201027    AK   14798.0            NaN   562631.0      NaN   \n",
-       "1  20201027    AL  186437.0        26998.0  1153448.0      NaN   \n",
+       "0  20201028    AK   15155.0            NaN   565444.0      NaN   \n",
+       "1  20201028    AL  187706.0        27326.0  1159926.0      NaN   \n",
        "\n",
        "  totalTestResultsSource  totalTestResults  hospitalizedCurrently  \\\n",
-       "0        totalTestsViral          577429.0                   81.0   \n",
-       "1        totalTestsViral         1312887.0                 1001.0   \n",
+       "0        totalTestsViral          580599.0                   80.0   \n",
+       "1        totalTestsViral         1320306.0                 1013.0   \n",
        "\n",
        "   hospitalizedCumulative  ...   posNeg  deathIncrease  hospitalizedIncrease  \\\n",
-       "0                     NaN  ...   577429              2                     0   \n",
-       "1                 19974.0  ...  1339885             26                     0   \n",
+       "0                     NaN  ...   580599              1                     0   \n",
+       "1                 20116.0  ...  1347632             19                   142   \n",
        "\n",
        "                                       hash  commercialScore  \\\n",
-       "0  7e2c10c46a59bf7b86096ce9df6bc962cab5cb74                0   \n",
-       "1  fcc11dfcba1953aae8cbf7a4a63b867f3a4ec519                0   \n",
+       "0  f0f48cae1ff48cce0b1dfa2a67c30709261bf7f5                0   \n",
+       "1  c713ea2c14a2c1435e7c7cbada7a09af31a376a6                0   \n",
        "\n",
        "  negativeRegularScore negativeScore positiveScore score  grade  \n",
        "0                    0             0             0     0         \n",
@@ -508,18 +508,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 8.602446,
-   "end_time": "2020-10-28T07:38:37.450702",
+   "duration": 39.630647,
+   "end_time": "2020-10-29T07:39:38.423262",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/_0d2bb1o/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/42lwuooh/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/_0d2bb1o/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/42lwuooh/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-10-28T07:38:28.848256",
+   "start_time": "2020-10-29T07:38:58.792615",
    "version": "1.1.0"
   }
  },