diff --git a/.renku/workflow/9f59547fd69f4f239592080ba6152060.cwl b/.renku/workflow/9f59547fd69f4f239592080ba6152060.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..95851678e2d93cdf2268bd0df52b757fccb30963
--- /dev/null
+++ b/.renku/workflow/9f59547fd69f4f239592080ba6152060.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 0008f183c481ec945a48e1ac23f834eda2c97910..f46f8a86647b142c63335408d29918d7e36bf334 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 sha256:7624a1e2c0951c2035a1829476c0773330956c8d75eaba8721497f733d16e617
-size 17510251
+oid sha256:df494539d1f415fa97fa4b797e19b344b77a38a26859da7c18709fa6ef5c3610
+size 17664123
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 8a80f955604ab5cedd1e6c82b7dcfa9a42392e21..3c031130f1a0b00654c6e80fc2ee6ad32f4dfdc1 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:a2a702050c15a7b89f480f9a5985d58a3620ad50b21497614fdaecbfcc82b10d
-size 99417
+oid sha256:47af66a052f4bec5112aa6c8fb497518f1e5824d70ba73e3707e0771e792462b
+size 101226
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index cc45a47e938733399ab45ebe385dc1cb7eca93b7..ac34098ef74cb96128471814005d6eeb2e46f42b 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": 5.449118,
-     "end_time": "2020-10-20T07:38:33.046345",
+     "duration": 3.694958,
+     "end_time": "2020-10-22T07:37:56.023202",
      "exception": false,
-     "start_time": "2020-10-20T07:38:27.597227",
+     "start_time": "2020-10-22T07:37:52.328244",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.02487,
-     "end_time": "2020-10-20T07:38:33.088422",
+     "duration": 0.021365,
+     "end_time": "2020-10-22T07:37:56.058979",
      "exception": false,
-     "start_time": "2020-10-20T07:38:33.063552",
+     "start_time": "2020-10-22T07:37:56.037614",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.020621,
-     "end_time": "2020-10-20T07:38:33.120588",
+     "duration": 0.020356,
+     "end_time": "2020-10-22T07:37:56.091110",
      "exception": false,
-     "start_time": "2020-10-20T07:38:33.099967",
+     "start_time": "2020-10-22T07:37:56.070754",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/m_poq3ob/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/apxgwusv/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": 0.006555,
-     "end_time": "2020-10-20T07:38:33.134837",
+     "duration": 0.008373,
+     "end_time": "2020-10-22T07:37:56.107673",
      "exception": false,
-     "start_time": "2020-10-20T07:38:33.128282",
+     "start_time": "2020-10-22T07:37:56.099300",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.794016,
-     "end_time": "2020-10-20T07:38:33.936386",
+     "duration": 0.597843,
+     "end_time": "2020-10-22T07:37:56.713092",
      "exception": false,
-     "start_time": "2020-10-20T07:38:33.142370",
+     "start_time": "2020-10-22T07:37:56.115249",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.02949,
-     "end_time": "2020-10-20T07:38:33.980536",
+     "duration": 0.024803,
+     "end_time": "2020-10-22T07:37:56.749344",
      "exception": false,
-     "start_time": "2020-10-20T07:38:33.951046",
+     "start_time": "2020-10-22T07:37:56.724541",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.108349,
-     "end_time": "2020-10-20T07:38:34.102052",
+     "duration": 0.078335,
+     "end_time": "2020-10-22T07:37:56.837651",
      "exception": false,
-     "start_time": "2020-10-20T07:38:33.993703",
+     "start_time": "2020-10-22T07:37:56.759316",
      "status": "completed"
     },
     "tags": []
@@ -280,10 +280,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007961,
-     "end_time": "2020-10-20T07:38:34.124356",
+     "duration": 0.008528,
+     "end_time": "2020-10-22T07:37:56.855640",
      "exception": false,
-     "start_time": "2020-10-20T07:38:34.116395",
+     "start_time": "2020-10-22T07:37:56.847112",
      "status": "completed"
     },
     "tags": []
@@ -297,10 +297,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.784791,
-     "end_time": "2020-10-20T07:38:34.915703",
+     "duration": 29.269064,
+     "end_time": "2020-10-22T07:38:26.133112",
      "exception": false,
-     "start_time": "2020-10-20T07:38:34.130912",
+     "start_time": "2020-10-22T07:37:56.864048",
      "status": "completed"
     },
     "tags": []
@@ -317,10 +317,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.069935,
-     "end_time": "2020-10-20T07:38:35.003603",
+     "duration": 0.05645,
+     "end_time": "2020-10-22T07:38:26.205885",
      "exception": false,
-     "start_time": "2020-10-20T07:38:34.933668",
+     "start_time": "2020-10-22T07:38:26.149435",
      "status": "completed"
     },
     "tags": []
@@ -339,10 +339,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.627771,
-     "end_time": "2020-10-20T07:38:35.647579",
+     "duration": 0.688088,
+     "end_time": "2020-10-22T07:38:26.905147",
      "exception": false,
-     "start_time": "2020-10-20T07:38:35.019808",
+     "start_time": "2020-10-22T07:38:26.217059",
      "status": "completed"
     },
     "tags": []
@@ -352,7 +352,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "12877 data points\n"
+      "12989 data points\n"
      ]
     },
     {
@@ -402,21 +402,21 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20201019</td>\n",
+       "      <td>20201021</td>\n",
        "      <td>AK</td>\n",
-       "      <td>12220.0</td>\n",
+       "      <td>12644.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>524003.0</td>\n",
+       "      <td>534496.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>totalTestsViral</td>\n",
-       "      <td>536223.0</td>\n",
-       "      <td>65.0</td>\n",
+       "      <td>547140.0</td>\n",
+       "      <td>41.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>536223</td>\n",
-       "      <td>0</td>\n",
+       "      <td>547140</td>\n",
+       "      <td>1</td>\n",
        "      <td>0</td>\n",
-       "      <td>69b847e0fe9b05ba3cc485d576949b9ea2f59cfb</td>\n",
+       "      <td>4d2eabde0cdfbe86ede9f58509002a80af61be19</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>20201019</td>\n",
+       "      <td>20201021</td>\n",
        "      <td>AL</td>\n",
-       "      <td>173485.0</td>\n",
-       "      <td>21213.0</td>\n",
-       "      <td>1107828.0</td>\n",
+       "      <td>174528.0</td>\n",
+       "      <td>21512.0</td>\n",
+       "      <td>1120507.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>totalTestsViral</td>\n",
-       "      <td>1260100.0</td>\n",
-       "      <td>859.0</td>\n",
-       "      <td>19081.0</td>\n",
+       "      <td>1273523.0</td>\n",
+       "      <td>863.0</td>\n",
+       "      <td>19330.0</td>\n",
        "      <td>...</td>\n",
-       "      <td>1281313</td>\n",
-       "      <td>1</td>\n",
-       "      <td>226</td>\n",
-       "      <td>622efeb21f69f1714609d5c58da3fe7fb9562b13</td>\n",
+       "      <td>1295035</td>\n",
+       "      <td>0</td>\n",
+       "      <td>249</td>\n",
+       "      <td>132b6a5489c29acc31311d7a21bf462b2584f59e</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  20201019    AK   12220.0            NaN   524003.0      NaN   \n",
-       "1  20201019    AL  173485.0        21213.0  1107828.0      NaN   \n",
+       "0  20201021    AK   12644.0            NaN   534496.0      NaN   \n",
+       "1  20201021    AL  174528.0        21512.0  1120507.0      NaN   \n",
        "\n",
        "  totalTestResultsSource  totalTestResults  hospitalizedCurrently  \\\n",
-       "0        totalTestsViral          536223.0                   65.0   \n",
-       "1        totalTestsViral         1260100.0                  859.0   \n",
+       "0        totalTestsViral          547140.0                   41.0   \n",
+       "1        totalTestsViral         1273523.0                  863.0   \n",
        "\n",
        "   hospitalizedCumulative  ...   posNeg  deathIncrease  hospitalizedIncrease  \\\n",
-       "0                     NaN  ...   536223              0                     0   \n",
-       "1                 19081.0  ...  1281313              1                   226   \n",
+       "0                     NaN  ...   547140              1                     0   \n",
+       "1                 19330.0  ...  1295035              0                   249   \n",
        "\n",
        "                                       hash  commercialScore  \\\n",
-       "0  69b847e0fe9b05ba3cc485d576949b9ea2f59cfb                0   \n",
-       "1  622efeb21f69f1714609d5c58da3fe7fb9562b13                0   \n",
+       "0  4d2eabde0cdfbe86ede9f58509002a80af61be19                0   \n",
+       "1  132b6a5489c29acc31311d7a21bf462b2584f59e                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": 11.263281,
-   "end_time": "2020-10-20T07:38:36.075825",
+   "duration": 36.497579,
+   "end_time": "2020-10-22T07:38:27.226206",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/m_poq3ob/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/apxgwusv/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/m_poq3ob/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/apxgwusv/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-10-20T07:38:24.812544",
+   "start_time": "2020-10-22T07:37:50.728627",
    "version": "1.1.0"
   }
  },