diff --git a/.renku/workflow/ec866df5f2c0429ca86f04829489e0b0.cwl b/.renku/workflow/ec866df5f2c0429ca86f04829489e0b0.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..4dd78826e1abf9a4aee255083a983b5e736fe094
--- /dev/null
+++ b/.renku/workflow/ec866df5f2c0429ca86f04829489e0b0.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: states-daily.json
+    streamable: false
+    type: string
+  input_3:
+    default: out_folder
+    streamable: false
+    type: string
+  input_4:
+    default: data/covidtracking
+    streamable: false
+    type: string
+  input_5:
+    default:
+      class: File
+      path: ../../notebooks/process/download-covidtracking-data.ipynb
+    streamable: false
+    type: File
+  input_6:
+    default: runs/download-covidtracking-data.runs.ipynb
+    streamable: false
+    type: string
+outputs:
+  output_0:
+    outputSource: step_3/output_1
+    streamable: false
+    type: Directory
+  output_3:
+    outputSource: step_3/output_0
+    streamable: false
+    type: File
+requirements: []
+steps:
+  step_1:
+    in:
+      filename: input_1
+      input_directory: step_3/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:
+      filename: input_2
+      input_directory: step_3/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: []
+  step_3:
+    in:
+      input_1: input_3
+      input_2: input_4
+      input_3: input_5
+      input_4: input_6
+    out:
+    - output_0
+    - output_1
+    run: a17d560c41a54f5aa307ce5f3c5effe5_papermill.cwl
diff --git a/data/covidtracking/states-daily.json b/data/covidtracking/states-daily.json
index 6dd10404fcaf8e8605e0ee12aef3000125ea7a40..b24a82eabb5b0aa649b2221efebad0a4006c571f 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 sha256:1db64bf05ba50bd7a87d3ac5ec39cbdffabac74019e66066ad6d869f7a961ea0
-size 6818612
+oid sha256:07d8fb27d4370ea29687e03981bd732cfbf647dbd1aed89256d1a4e489ab49c7
+size 6871224
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 3fc6339f8e675720db62256fd26449bf198b286e..04e820843efef880c4eb84cffea4a56cc6c06423 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 sha256:6d6512ed1bdfcac4a24fa5fccbdf9b06e76d9187eb6a707766831fc7589382ca
-size 48897
+oid sha256:45a2572bd641eeac8a4bda332023f0fc319b6507dc49b3fb819bc85897f9c65e
+size 49640
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index 8caf4186af28774fd4aca1c7b4a8832cc8a40bcd..4aae90d032e087a4d8fa5b84645f8af43a496307 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": 2.265336,
-     "end_time": "2020-07-15T07:31:11.645868",
+     "duration": 5.211328,
+     "end_time": "2020-07-16T07:36:32.349184",
      "exception": false,
-     "start_time": "2020-07-15T07:31:09.380532",
+     "start_time": "2020-07-16T07:36:27.137856",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.021481,
-     "end_time": "2020-07-15T07:31:11.681445",
+     "duration": 0.020238,
+     "end_time": "2020-07-16T07:36:32.380757",
      "exception": false,
-     "start_time": "2020-07-15T07:31:11.659964",
+     "start_time": "2020-07-16T07:36:32.360519",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.025026,
-     "end_time": "2020-07-15T07:31:11.715032",
+     "duration": 0.020212,
+     "end_time": "2020-07-16T07:36:32.412094",
      "exception": false,
-     "start_time": "2020-07-15T07:31:11.690006",
+     "start_time": "2020-07-16T07:36:32.391882",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/5hekzgtt/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/z5hwmmrn/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": 0.007207,
-     "end_time": "2020-07-15T07:31:11.734576",
+     "duration": 0.009151,
+     "end_time": "2020-07-16T07:36:32.432210",
      "exception": false,
-     "start_time": "2020-07-15T07:31:11.727369",
+     "start_time": "2020-07-16T07:36:32.423059",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.094813,
-     "end_time": "2020-07-15T07:31:11.835983",
+     "duration": 0.193284,
+     "end_time": "2020-07-16T07:36:32.634328",
      "exception": false,
-     "start_time": "2020-07-15T07:31:11.741170",
+     "start_time": "2020-07-16T07:36:32.441044",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.023474,
-     "end_time": "2020-07-15T07:31:11.867961",
+     "duration": 0.021824,
+     "end_time": "2020-07-16T07:36:32.667175",
      "exception": false,
-     "start_time": "2020-07-15T07:31:11.844487",
+     "start_time": "2020-07-16T07:36:32.645351",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.078157,
-     "end_time": "2020-07-15T07:31:11.953010",
+     "duration": 0.071576,
+     "end_time": "2020-07-16T07:36:32.749621",
      "exception": false,
-     "start_time": "2020-07-15T07:31:11.874853",
+     "start_time": "2020-07-16T07:36:32.678045",
      "status": "completed"
     },
     "tags": []
@@ -249,10 +249,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.009274,
-     "end_time": "2020-07-15T07:31:11.974426",
+     "duration": 0.008642,
+     "end_time": "2020-07-16T07:36:32.769476",
      "exception": false,
-     "start_time": "2020-07-15T07:31:11.965152",
+     "start_time": "2020-07-16T07:36:32.760834",
      "status": "completed"
     },
     "tags": []
@@ -266,10 +266,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.260704,
-     "end_time": "2020-07-15T07:31:12.243305",
+     "duration": 0.308814,
+     "end_time": "2020-07-16T07:36:33.087074",
      "exception": false,
-     "start_time": "2020-07-15T07:31:11.982601",
+     "start_time": "2020-07-16T07:36:32.778260",
      "status": "completed"
     },
     "tags": []
@@ -286,10 +286,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.037799,
-     "end_time": "2020-07-15T07:31:12.298355",
+     "duration": 0.0299,
+     "end_time": "2020-07-16T07:36:33.129622",
      "exception": false,
-     "start_time": "2020-07-15T07:31:12.260556",
+     "start_time": "2020-07-16T07:36:33.099722",
      "status": "completed"
     },
     "tags": []
@@ -308,10 +308,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.29273,
-     "end_time": "2020-07-15T07:31:12.605093",
+     "duration": 0.274984,
+     "end_time": "2020-07-16T07:36:33.418558",
      "exception": false,
-     "start_time": "2020-07-15T07:31:12.312363",
+     "start_time": "2020-07-16T07:36:33.143574",
      "status": "completed"
     },
     "tags": []
@@ -321,7 +321,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "7353 data points\n"
+      "7409 data points\n"
      ]
     },
     {
@@ -371,21 +371,21 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200714</td>\n",
+       "      <td>20200715</td>\n",
        "      <td>AK</td>\n",
-       "      <td>1579.0</td>\n",
-       "      <td>147894.0</td>\n",
+       "      <td>1631.0</td>\n",
+       "      <td>154462.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>25.0</td>\n",
+       "      <td>32.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1.0</td>\n",
+       "      <td>0.0</td>\n",
        "      <td>...</td>\n",
-       "      <td>149473</td>\n",
+       "      <td>156093</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>14ec620d73185257a210b3f634cca1a8024dabe0</td>\n",
+       "      <td>94f51a21cc1532dde7387df47013f567fb56d967</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -395,21 +395,21 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200714</td>\n",
+       "      <td>20200715</td>\n",
        "      <td>AL</td>\n",
-       "      <td>57255.0</td>\n",
-       "      <td>471834.0</td>\n",
+       "      <td>59067.0</td>\n",
+       "      <td>481982.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1353.0</td>\n",
-       "      <td>7123.0</td>\n",
+       "      <td>1362.0</td>\n",
+       "      <td>7291.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>931.0</td>\n",
+       "      <td>941.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>529089</td>\n",
-       "      <td>40</td>\n",
-       "      <td>378</td>\n",
-       "      <td>820cd0cab43d1d4994f54d9f80d70d3ce3257dbe</td>\n",
+       "      <td>541049</td>\n",
+       "      <td>47</td>\n",
+       "      <td>168</td>\n",
+       "      <td>115a76b81b0c3c59d334b5de8180c2e10899dddc</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
@@ -424,20 +424,20 @@
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalizedCurrently  \\\n",
-       "0  20200714    AK    1579.0  147894.0      NaN                   25.0   \n",
-       "1  20200714    AL   57255.0  471834.0      NaN                 1353.0   \n",
+       "0  20200715    AK    1631.0  154462.0      NaN                   32.0   \n",
+       "1  20200715    AL   59067.0  481982.0      NaN                 1362.0   \n",
        "\n",
        "   hospitalizedCumulative  inIcuCurrently  inIcuCumulative  \\\n",
        "0                     NaN             NaN              NaN   \n",
-       "1                  7123.0             NaN            931.0   \n",
+       "1                  7291.0             NaN            941.0   \n",
        "\n",
        "   onVentilatorCurrently  ...  posNeg  deathIncrease hospitalizedIncrease  \\\n",
-       "0                    1.0  ...  149473              0                    0   \n",
-       "1                    NaN  ...  529089             40                  378   \n",
+       "0                    0.0  ...  156093              0                    0   \n",
+       "1                    NaN  ...  541049             47                  168   \n",
        "\n",
        "                                       hash commercialScore  \\\n",
-       "0  14ec620d73185257a210b3f634cca1a8024dabe0               0   \n",
-       "1  820cd0cab43d1d4994f54d9f80d70d3ce3257dbe               0   \n",
+       "0  94f51a21cc1532dde7387df47013f567fb56d967               0   \n",
+       "1  115a76b81b0c3c59d334b5de8180c2e10899dddc               0   \n",
        "\n",
        "  negativeRegularScore  negativeScore  positiveScore score  grade  \n",
        "0                    0              0              0     0         \n",
@@ -477,18 +477,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 5.225562,
-   "end_time": "2020-07-15T07:31:12.927967",
+   "duration": 8.748295,
+   "end_time": "2020-07-16T07:36:33.741465",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/5hekzgtt/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/z5hwmmrn/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/5hekzgtt/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/z5hwmmrn/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-07-15T07:31:07.702405",
+   "start_time": "2020-07-16T07:36:24.993170",
    "version": "1.1.0"
   }
  },