diff --git a/.renku/workflow/88764c64ec20413f9fe790b1dfd1dd87.cwl b/.renku/workflow/88764c64ec20413f9fe790b1dfd1dd87.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..cacd35c4a592c048d98a6ecf615ea774ca905c47
--- /dev/null
+++ b/.renku/workflow/88764c64ec20413f9fe790b1dfd1dd87.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_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-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 6233cbf3a78a4505d6b847484014f515fdcd2f38..71f4aed23cdbb041211dbdef016bb654508d640e 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:e6086cb19690e6a1a340496a347395b5659b0d571e797e56fe75f22382cfe0de
-size 18253505
+oid sha256:621c2db64408ecf998235e836a602f6c6a428267262c19563696f02874c0d98d
+size 18350031
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 531ba2ba232bcb533d06058af5477d1d5d9f08a1..22c5f5f3c2d6c09aca2c88e8cb5051aa673b90dd 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 sha256:2a42c427de85fd5f0b2dca4993f4ec06a324f092e0b703bcded87c50defc65b7
-size 104080
+oid sha256:a90c02b00607993b7b37368d4e79437d9d58b24ed000a36668e4fe39d718def8
+size 107425
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index 38226a095b7648d1ba32e851fa06d24c436d1617..8f5a19e97b24ebd7cc76379cfd36f9c007ea79ea 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": 4.537249,
-     "end_time": "2020-10-29T07:39:06.222092",
+     "duration": 4.322888,
+     "end_time": "2020-10-30T07:38:40.349844",
      "exception": false,
-     "start_time": "2020-10-29T07:39:01.684843",
+     "start_time": "2020-10-30T07:38:36.026956",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.021881,
-     "end_time": "2020-10-29T07:39:06.258241",
+     "duration": 0.021903,
+     "end_time": "2020-10-30T07:38:40.384648",
      "exception": false,
-     "start_time": "2020-10-29T07:39:06.236360",
+     "start_time": "2020-10-30T07:38:40.362745",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.027575,
-     "end_time": "2020-10-29T07:39:06.297922",
+     "duration": 0.022912,
+     "end_time": "2020-10-30T07:38:40.415858",
      "exception": false,
-     "start_time": "2020-10-29T07:39:06.270347",
+     "start_time": "2020-10-30T07:38:40.392946",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/42lwuooh/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/it23r6lx/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": 0.007823,
-     "end_time": "2020-10-29T07:39:06.317748",
+     "duration": 0.008181,
+     "end_time": "2020-10-30T07:38:40.434413",
      "exception": false,
-     "start_time": "2020-10-29T07:39:06.309925",
+     "start_time": "2020-10-30T07:38:40.426232",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.384563,
-     "end_time": "2020-10-29T07:39:06.710425",
+     "duration": 0.570667,
+     "end_time": "2020-10-30T07:38:41.013127",
      "exception": false,
-     "start_time": "2020-10-29T07:39:06.325862",
+     "start_time": "2020-10-30T07:38:40.442460",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.023132,
-     "end_time": "2020-10-29T07:39:06.744099",
+     "duration": 0.025008,
+     "end_time": "2020-10-30T07:38:41.047633",
      "exception": false,
-     "start_time": "2020-10-29T07:39:06.720967",
+     "start_time": "2020-10-30T07:38:41.022625",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.110546,
-     "end_time": "2020-10-29T07:39:06.864298",
+     "duration": 0.077261,
+     "end_time": "2020-10-30T07:38:41.133806",
      "exception": false,
-     "start_time": "2020-10-29T07:39:06.753752",
+     "start_time": "2020-10-30T07:38:41.056545",
      "status": "completed"
     },
     "tags": []
@@ -280,10 +280,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.009476,
-     "end_time": "2020-10-29T07:39:06.883639",
+     "duration": 0.008744,
+     "end_time": "2020-10-30T07:38:41.155983",
      "exception": false,
-     "start_time": "2020-10-29T07:39:06.874163",
+     "start_time": "2020-10-30T07:38:41.147239",
      "status": "completed"
     },
     "tags": []
@@ -297,10 +297,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 30.429905,
-     "end_time": "2020-10-29T07:39:37.322953",
+     "duration": 30.457404,
+     "end_time": "2020-10-30T07:39:11.621966",
      "exception": false,
-     "start_time": "2020-10-29T07:39:06.893048",
+     "start_time": "2020-10-30T07:38:41.164562",
      "status": "completed"
     },
     "tags": []
@@ -317,10 +317,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.053599,
-     "end_time": "2020-10-29T07:39:37.390618",
+     "duration": 0.053966,
+     "end_time": "2020-10-30T07:39:11.689178",
      "exception": false,
-     "start_time": "2020-10-29T07:39:37.337019",
+     "start_time": "2020-10-30T07:39:11.635212",
      "status": "completed"
     },
     "tags": []
@@ -339,10 +339,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.701681,
-     "end_time": "2020-10-29T07:39:38.103517",
+     "duration": 0.692648,
+     "end_time": "2020-10-30T07:39:12.392023",
      "exception": false,
-     "start_time": "2020-10-29T07:39:37.401836",
+     "start_time": "2020-10-30T07:39:11.699375",
      "status": "completed"
     },
     "tags": []
@@ -352,7 +352,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "13416 data points\n"
+      "13476 data points\n"
      ]
     },
     {
@@ -402,21 +402,21 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20201028</td>\n",
+       "      <td>20201029</td>\n",
        "      <td>AK</td>\n",
-       "      <td>15155.0</td>\n",
+       "      <td>15522.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>565444.0</td>\n",
+       "      <td>568746.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>totalTestsViral</td>\n",
-       "      <td>580599.0</td>\n",
-       "      <td>80.0</td>\n",
+       "      <td>584268.0</td>\n",
+       "      <td>89.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>580599</td>\n",
-       "      <td>1</td>\n",
+       "      <td>584268</td>\n",
+       "      <td>6</td>\n",
        "      <td>0</td>\n",
-       "      <td>f0f48cae1ff48cce0b1dfa2a67c30709261bf7f5</td>\n",
+       "      <td>01d32bd4e56cdbdb3ce1f28f13f4d195e46fc6af</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>20201028</td>\n",
+       "      <td>20201029</td>\n",
        "      <td>AL</td>\n",
-       "      <td>187706.0</td>\n",
-       "      <td>27326.0</td>\n",
-       "      <td>1159926.0</td>\n",
+       "      <td>189149.0</td>\n",
+       "      <td>27612.0</td>\n",
+       "      <td>1165898.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>totalTestsViral</td>\n",
-       "      <td>1320306.0</td>\n",
+       "      <td>1327435.0</td>\n",
        "      <td>1013.0</td>\n",
-       "      <td>20116.0</td>\n",
+       "      <td>20246.0</td>\n",
        "      <td>...</td>\n",
-       "      <td>1347632</td>\n",
-       "      <td>19</td>\n",
-       "      <td>142</td>\n",
-       "      <td>c713ea2c14a2c1435e7c7cbada7a09af31a376a6</td>\n",
+       "      <td>1355047</td>\n",
+       "      <td>3</td>\n",
+       "      <td>130</td>\n",
+       "      <td>cbe87bb193799153fdc2dd806e04fe810f982227</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  20201028    AK   15155.0            NaN   565444.0      NaN   \n",
-       "1  20201028    AL  187706.0        27326.0  1159926.0      NaN   \n",
+       "0  20201029    AK   15522.0            NaN   568746.0      NaN   \n",
+       "1  20201029    AL  189149.0        27612.0  1165898.0      NaN   \n",
        "\n",
        "  totalTestResultsSource  totalTestResults  hospitalizedCurrently  \\\n",
-       "0        totalTestsViral          580599.0                   80.0   \n",
-       "1        totalTestsViral         1320306.0                 1013.0   \n",
+       "0        totalTestsViral          584268.0                   89.0   \n",
+       "1        totalTestsViral         1327435.0                 1013.0   \n",
        "\n",
        "   hospitalizedCumulative  ...   posNeg  deathIncrease  hospitalizedIncrease  \\\n",
-       "0                     NaN  ...   580599              1                     0   \n",
-       "1                 20116.0  ...  1347632             19                   142   \n",
+       "0                     NaN  ...   584268              6                     0   \n",
+       "1                 20246.0  ...  1355047              3                   130   \n",
        "\n",
        "                                       hash  commercialScore  \\\n",
-       "0  f0f48cae1ff48cce0b1dfa2a67c30709261bf7f5                0   \n",
-       "1  c713ea2c14a2c1435e7c7cbada7a09af31a376a6                0   \n",
+       "0  01d32bd4e56cdbdb3ce1f28f13f4d195e46fc6af                0   \n",
+       "1  cbe87bb193799153fdc2dd806e04fe810f982227                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": 39.630647,
-   "end_time": "2020-10-29T07:39:38.423262",
+   "duration": 38.511335,
+   "end_time": "2020-10-30T07:39:12.714574",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/42lwuooh/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/it23r6lx/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/42lwuooh/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/it23r6lx/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-10-29T07:38:58.792615",
+   "start_time": "2020-10-30T07:38:34.203239",
    "version": "1.1.0"
   }
  },