diff --git a/.renku/workflow/8da137e532e245ab9b4eec02a551f756.cwl b/.renku/workflow/8da137e532e245ab9b4eec02a551f756.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..a282305da7d1840f2b9bdbd9a9d7b649221ef14c
--- /dev/null
+++ b/.renku/workflow/8da137e532e245ab9b4eec02a551f756.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_2:
+    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_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-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 99d721ed2bb48353d1b37776794212205bd6dc5d..d26ad32fdd684cb80a899cff9b7ab9f51609d694 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:df4a48da05c6878a61511c2021a5d411742ae4073d16763f803115cf8900784d
-size 15810522
+oid sha256:8ebad7d955d752aceb574fc1350ef6a762ee12ab5c260ab3c6dd4afec3d49f5c
+size 15885953
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 77e163455bff354a0cb4b4fb0b377271170fabfa..0c501462c1b934af65e781c2be8da86c8a436be5 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 sha256:2868a9d42f7c9acf305bbb3fb7b2cb1bc8da99abdeb0414c9ab0bfaf1d7e03c3
-size 88112
+oid sha256:332734a3fad7b29d49cbc3275b1a653f2a41fb67abc9cb4916d4923e6c826ceb
+size 88234
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index 1961076cc5bb56c6465cb1040dfc1a8bff986b3f..9f40ab1cca538923e249ec6f660c18e8ceb9a0d5 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": 4.046085,
-     "end_time": "2020-10-02T07:38:06.758857",
+     "duration": 5.253052,
+     "end_time": "2020-10-03T07:35:25.026066",
      "exception": false,
-     "start_time": "2020-10-02T07:38:02.712772",
+     "start_time": "2020-10-03T07:35:19.773014",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.025391,
-     "end_time": "2020-10-02T07:38:06.803555",
+     "duration": 0.022596,
+     "end_time": "2020-10-03T07:35:25.064552",
      "exception": false,
-     "start_time": "2020-10-02T07:38:06.778164",
+     "start_time": "2020-10-03T07:35:25.041956",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.02627,
-     "end_time": "2020-10-02T07:38:06.839437",
+     "duration": 0.020122,
+     "end_time": "2020-10-03T07:35:25.093667",
      "exception": false,
-     "start_time": "2020-10-02T07:38:06.813167",
+     "start_time": "2020-10-03T07:35:25.073545",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/el6ip4bh/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/zy0hkj0c/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": 0.008354,
-     "end_time": "2020-10-02T07:38:06.861958",
+     "duration": 0.006778,
+     "end_time": "2020-10-03T07:35:25.108259",
      "exception": false,
-     "start_time": "2020-10-02T07:38:06.853604",
+     "start_time": "2020-10-03T07:35:25.101481",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.758127,
-     "end_time": "2020-10-02T07:38:07.627135",
+     "duration": 0.532189,
+     "end_time": "2020-10-03T07:35:25.645896",
      "exception": false,
-     "start_time": "2020-10-02T07:38:06.869008",
+     "start_time": "2020-10-03T07:35:25.113707",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.02875,
-     "end_time": "2020-10-02T07:38:07.669426",
+     "duration": 0.022618,
+     "end_time": "2020-10-03T07:35:25.681256",
      "exception": false,
-     "start_time": "2020-10-02T07:38:07.640676",
+     "start_time": "2020-10-03T07:35:25.658638",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.109723,
-     "end_time": "2020-10-02T07:38:07.793523",
+     "duration": 0.091493,
+     "end_time": "2020-10-03T07:35:25.780175",
      "exception": false,
-     "start_time": "2020-10-02T07:38:07.683800",
+     "start_time": "2020-10-03T07:35:25.688682",
      "status": "completed"
     },
     "tags": []
@@ -280,10 +280,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007719,
-     "end_time": "2020-10-02T07:38:07.814061",
+     "duration": 0.006967,
+     "end_time": "2020-10-03T07:35:25.803168",
      "exception": false,
-     "start_time": "2020-10-02T07:38:07.806342",
+     "start_time": "2020-10-03T07:35:25.796201",
      "status": "completed"
     },
     "tags": []
@@ -297,10 +297,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 26.639647,
-     "end_time": "2020-10-02T07:38:34.460276",
+     "duration": 26.252126,
+     "end_time": "2020-10-03T07:35:52.061529",
      "exception": false,
-     "start_time": "2020-10-02T07:38:07.820629",
+     "start_time": "2020-10-03T07:35:25.809403",
      "status": "completed"
     },
     "tags": []
@@ -317,10 +317,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.045923,
-     "end_time": "2020-10-02T07:38:34.525196",
+     "duration": 0.06406,
+     "end_time": "2020-10-03T07:35:52.143430",
      "exception": false,
-     "start_time": "2020-10-02T07:38:34.479273",
+     "start_time": "2020-10-03T07:35:52.079370",
      "status": "completed"
     },
     "tags": []
@@ -339,10 +339,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.702638,
-     "end_time": "2020-10-02T07:38:35.242651",
+     "duration": 0.575261,
+     "end_time": "2020-10-03T07:35:52.733021",
      "exception": false,
-     "start_time": "2020-10-02T07:38:34.540013",
+     "start_time": "2020-10-03T07:35:52.157760",
      "status": "completed"
     },
     "tags": []
@@ -352,7 +352,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "11858 data points\n"
+      "11914 data points\n"
      ]
     },
     {
@@ -402,21 +402,21 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20201001</td>\n",
+       "      <td>20201002</td>\n",
        "      <td>AK</td>\n",
-       "      <td>8912.0</td>\n",
-       "      <td>453411.0</td>\n",
+       "      <td>9040.0</td>\n",
+       "      <td>460250.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>462323.0</td>\n",
-       "      <td>42.0</td>\n",
+       "      <td>469290.0</td>\n",
+       "      <td>41.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>462323</td>\n",
-       "      <td>1</td>\n",
+       "      <td>469290</td>\n",
+       "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>6fce5edde2805fba8ccfabc0232b39bb079a0c0a</td>\n",
+       "      <td>77ea689d232f21d7c3e86721a92703f37b818df6</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>20201001</td>\n",
+       "      <td>20201002</td>\n",
        "      <td>AL</td>\n",
-       "      <td>155744.0</td>\n",
-       "      <td>1000570.0</td>\n",
+       "      <td>156698.0</td>\n",
+       "      <td>1006612.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1138732.0</td>\n",
-       "      <td>760.0</td>\n",
-       "      <td>17257.0</td>\n",
+       "      <td>1145601.0</td>\n",
+       "      <td>752.0</td>\n",
+       "      <td>17420.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1832.0</td>\n",
+       "      <td>1840.0</td>\n",
        "      <td>...</td>\n",
-       "      <td>1156314</td>\n",
-       "      <td>8</td>\n",
-       "      <td>0</td>\n",
-       "      <td>d7277459136bf4c2075ceaea9cd64c6a193a9e80</td>\n",
+       "      <td>1163310</td>\n",
+       "      <td>2</td>\n",
+       "      <td>163</td>\n",
+       "      <td>38da52ec54bc8d9114fc1ef392985f137e8c9e1f</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -455,20 +455,20 @@
       ],
       "text/plain": [
        "       date state  positive   negative  pending  totalTestResults  \\\n",
-       "0  20201001    AK    8912.0   453411.0      NaN          462323.0   \n",
-       "1  20201001    AL  155744.0  1000570.0      NaN         1138732.0   \n",
+       "0  20201002    AK    9040.0   460250.0      NaN          469290.0   \n",
+       "1  20201002    AL  156698.0  1006612.0      NaN         1145601.0   \n",
        "\n",
        "   hospitalizedCurrently  hospitalizedCumulative  inIcuCurrently  \\\n",
-       "0                   42.0                     NaN             NaN   \n",
-       "1                  760.0                 17257.0             NaN   \n",
+       "0                   41.0                     NaN             NaN   \n",
+       "1                  752.0                 17420.0             NaN   \n",
        "\n",
        "   inIcuCumulative  ...   posNeg  deathIncrease  hospitalizedIncrease  \\\n",
-       "0              NaN  ...   462323              1                     0   \n",
-       "1           1832.0  ...  1156314              8                     0   \n",
+       "0              NaN  ...   469290              0                     0   \n",
+       "1           1840.0  ...  1163310              2                   163   \n",
        "\n",
        "                                       hash commercialScore  \\\n",
-       "0  6fce5edde2805fba8ccfabc0232b39bb079a0c0a               0   \n",
-       "1  d7277459136bf4c2075ceaea9cd64c6a193a9e80               0   \n",
+       "0  77ea689d232f21d7c3e86721a92703f37b818df6               0   \n",
+       "1  38da52ec54bc8d9114fc1ef392985f137e8c9e1f               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": 34.808625,
-   "end_time": "2020-10-02T07:38:35.670354",
+   "duration": 36.095374,
+   "end_time": "2020-10-03T07:35:53.164442",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/el6ip4bh/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/zy0hkj0c/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/el6ip4bh/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/zy0hkj0c/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-10-02T07:38:00.861729",
+   "start_time": "2020-10-03T07:35:17.069068",
    "version": "1.1.0"
   }
  },