diff --git a/.renku/workflow/be48b573811f4258a795df4ae2c84937.cwl b/.renku/workflow/be48b573811f4258a795df4ae2c84937.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..c1d52485f0a8275ece82b8069c705bec920f23b3
--- /dev/null
+++ b/.renku/workflow/be48b573811f4258a795df4ae2c84937.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_0
+    streamable: false
+    type: File
+  output_2:
+    outputSource: step_3/output_1
+    streamable: false
+    type: Directory
+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 dcfd7c8fab42dace95badaad423216980b4a0652..de414172519031b93cbaf992183832158654c5a6 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 sha256:85e01cdb4e2eebfca29eaa4b8ee54a1118d83a07fe0aeb850c5a06128cece782
-size 1719955
+oid sha256:70474d63b9aafdc369d2143b9051b0dee786afc00eb29a4bc3a44666975032a7
+size 2005796
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbd2a5489c5504a9b5d7823fa0c800f8059b9fa2
--- /dev/null
+++ b/data/covidtracking/states-metadata.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3792fa70653138f0f689985f9444a90e7e3e55c318758a810ad70ee5ec992b94
+size 30347
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index e78530ceb31f2d682b4f1d26e896a8291140661c..5eaafae07e5a58966ccdd9f43270715fd2b4ba91 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": 1.763764,
-     "end_time": "2020-05-05T07:26:12.036013",
+     "duration": 3.753366,
+     "end_time": "2020-05-06T16:45:40.992104",
      "exception": false,
-     "start_time": "2020-05-05T07:26:10.272249",
+     "start_time": "2020-05-06T16:45:37.238738",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.018638,
-     "end_time": "2020-05-05T07:26:12.069244",
+     "duration": 0.025891,
+     "end_time": "2020-05-06T16:45:41.033145",
      "exception": false,
-     "start_time": "2020-05-05T07:26:12.050606",
+     "start_time": "2020-05-06T16:45:41.007254",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.021118,
-     "end_time": "2020-05-05T07:26:12.097585",
+     "duration": 0.026262,
+     "end_time": "2020-05-06T16:45:41.075071",
      "exception": false,
-     "start_time": "2020-05-05T07:26:12.076467",
+     "start_time": "2020-05-06T16:45:41.048809",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/1thbz0bs/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/3ek7e62r/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": 0.007639,
-     "end_time": "2020-05-05T07:26:12.113215",
+     "duration": 0.008412,
+     "end_time": "2020-05-06T16:45:41.097518",
      "exception": false,
-     "start_time": "2020-05-05T07:26:12.105576",
+     "start_time": "2020-05-06T16:45:41.089106",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.596509,
-     "end_time": "2020-05-05T07:26:12.715280",
+     "duration": 0.872244,
+     "end_time": "2020-05-06T16:45:41.976828",
      "exception": false,
-     "start_time": "2020-05-05T07:26:12.118771",
+     "start_time": "2020-05-06T16:45:41.104584",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.028099,
-     "end_time": "2020-05-05T07:26:12.759016",
+     "duration": 0.027952,
+     "end_time": "2020-05-06T16:45:42.019412",
      "exception": false,
-     "start_time": "2020-05-05T07:26:12.730917",
+     "start_time": "2020-05-06T16:45:41.991460",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.093068,
-     "end_time": "2020-05-05T07:26:12.862312",
+     "duration": 0.080357,
+     "end_time": "2020-05-06T16:45:42.106205",
      "exception": false,
-     "start_time": "2020-05-05T07:26:12.769244",
+     "start_time": "2020-05-06T16:45:42.025848",
      "status": "completed"
     },
     "tags": []
@@ -246,10 +246,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007759,
-     "end_time": "2020-05-05T07:26:12.885178",
+     "duration": 0.008296,
+     "end_time": "2020-05-06T16:45:42.127234",
      "exception": false,
-     "start_time": "2020-05-05T07:26:12.877419",
+     "start_time": "2020-05-06T16:45:42.118938",
      "status": "completed"
     },
     "tags": []
@@ -263,10 +263,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.1244,
-     "end_time": "2020-05-05T07:26:13.016330",
+     "duration": 0.129224,
+     "end_time": "2020-05-06T16:45:42.262961",
      "exception": false,
-     "start_time": "2020-05-05T07:26:12.891930",
+     "start_time": "2020-05-06T16:45:42.133737",
      "status": "completed"
     },
     "tags": []
@@ -283,10 +283,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.029959,
-     "end_time": "2020-05-05T07:26:13.059745",
+     "duration": 0.036773,
+     "end_time": "2020-05-06T16:45:42.318840",
      "exception": false,
-     "start_time": "2020-05-05T07:26:13.029786",
+     "start_time": "2020-05-06T16:45:42.282067",
      "status": "completed"
     },
     "tags": []
@@ -305,10 +305,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.124383,
-     "end_time": "2020-05-05T07:26:13.194313",
+     "duration": 0.130893,
+     "end_time": "2020-05-06T16:45:42.463122",
      "exception": false,
-     "start_time": "2020-05-05T07:26:13.069930",
+     "start_time": "2020-05-06T16:45:42.332229",
      "status": "completed"
     },
     "tags": []
@@ -318,7 +318,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "3377 data points\n"
+      "3433 data points\n"
      ]
     },
     {
@@ -368,79 +368,79 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200504</td>\n",
+       "      <td>20200505</td>\n",
        "      <td>AK</td>\n",
-       "      <td>370.0</td>\n",
-       "      <td>21353.0</td>\n",
+       "      <td>371.0</td>\n",
+       "      <td>22321.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>12.0</td>\n",
+       "      <td>13.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>21723.0</td>\n",
-       "      <td>21723.0</td>\n",
-       "      <td>21723.0</td>\n",
+       "      <td>22692</td>\n",
+       "      <td>22692</td>\n",
+       "      <td>22692</td>\n",
        "      <td>2</td>\n",
        "      <td>0.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>143.0</td>\n",
-       "      <td>2.0</td>\n",
-       "      <td>145.0</td>\n",
+       "      <td>968.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>969.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200504</td>\n",
+       "      <td>20200505</td>\n",
        "      <td>AL</td>\n",
-       "      <td>8025.0</td>\n",
-       "      <td>95092.0</td>\n",
+       "      <td>8285.0</td>\n",
+       "      <td>98481.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>1064.0</td>\n",
+       "      <td>1107.0</td>\n",
        "      <td>NaN</td>\n",
-       "      <td>411.0</td>\n",
+       "      <td>428.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>...</td>\n",
-       "      <td>1064.0</td>\n",
-       "      <td>103117.0</td>\n",
-       "      <td>103117.0</td>\n",
-       "      <td>103117.0</td>\n",
+       "      <td>1107.0</td>\n",
+       "      <td>106766</td>\n",
+       "      <td>106766</td>\n",
+       "      <td>106766</td>\n",
        "      <td>1</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>29.0</td>\n",
-       "      <td>10317.0</td>\n",
-       "      <td>300.0</td>\n",
-       "      <td>10617.0</td>\n",
+       "      <td>17.0</td>\n",
+       "      <td>43.0</td>\n",
+       "      <td>3389.0</td>\n",
+       "      <td>260.0</td>\n",
+       "      <td>3649.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>2 rows × 25 columns</p>\n",
+       "<p>2 rows × 27 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalizedCurrently  \\\n",
-       "0  20200504    AK     370.0   21353.0      NaN                   12.0   \n",
-       "1  20200504    AL    8025.0   95092.0      NaN                    NaN   \n",
+       "0  20200505    AK     371.0   22321.0      NaN                   13.0   \n",
+       "1  20200505    AL    8285.0   98481.0      NaN                    NaN   \n",
        "\n",
        "   hospitalizedCumulative  inIcuCurrently  inIcuCumulative  \\\n",
        "0                     NaN             NaN              NaN   \n",
-       "1                  1064.0             NaN            411.0   \n",
+       "1                  1107.0             NaN            428.0   \n",
        "\n",
-       "   onVentilatorCurrently  ...  hospitalized     total totalTestResults  \\\n",
-       "0                    NaN  ...           NaN   21723.0          21723.0   \n",
-       "1                    NaN  ...        1064.0  103117.0         103117.0   \n",
+       "   onVentilatorCurrently  ...  hospitalized   total totalTestResults  posNeg  \\\n",
+       "0                    NaN  ...           NaN   22692            22692   22692   \n",
+       "1                    NaN  ...        1107.0  106766           106766  106766   \n",
        "\n",
-       "     posNeg  fips  deathIncrease  hospitalizedIncrease  negativeIncrease  \\\n",
-       "0   21723.0     2            0.0                   0.0             143.0   \n",
-       "1  103117.0     1            6.0                  29.0           10317.0   \n",
+       "  fips deathIncrease  hospitalizedIncrease  negativeIncrease  \\\n",
+       "0    2           0.0                   0.0             968.0   \n",
+       "1    1          17.0                  43.0            3389.0   \n",
        "\n",
        "   positiveIncrease  totalTestResultsIncrease  \n",
-       "0               2.0                     145.0  \n",
-       "1             300.0                   10617.0  \n",
+       "0               1.0                     969.0  \n",
+       "1             260.0                    3649.0  \n",
        "\n",
-       "[2 rows x 25 columns]"
+       "[2 rows x 27 columns]"
       ]
      },
      "execution_count": 9,
@@ -474,18 +474,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 4.468313,
-   "end_time": "2020-05-05T07:26:13.523292",
+   "duration": 7.889209,
+   "end_time": "2020-05-06T16:45:42.790180",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/1thbz0bs/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/3ek7e62r/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/1thbz0bs/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/3ek7e62r/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-05-05T07:26:09.054979",
+   "start_time": "2020-05-06T16:45:34.900971",
    "version": "1.1.0"
   }
  },