diff --git a/.renku/workflow/db6c2fe5b1f44106bc265c2928eeca5e.cwl b/.renku/workflow/db6c2fe5b1f44106bc265c2928eeca5e.cwl
new file mode 100644
index 0000000000000000000000000000000000000000..4c042a796eb6371d0cbf0207a26898e8de4d3413
--- /dev/null
+++ b/.renku/workflow/db6c2fe5b1f44106bc265c2928eeca5e.cwl
@@ -0,0 +1,148 @@
+class: Workflow
+cwlVersion: v1.0
+hints: []
+inputs:
+  input_1:
+    default: states-daily.json
+    streamable: false
+    type: string
+  input_10:
+    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: out_folder
+    streamable: false
+    type: string
+  input_7:
+    default: data/covidtracking
+    streamable: false
+    type: string
+  input_8:
+    default:
+      class: File
+      path: ../../notebooks/process/download-covidtracking-data.ipynb
+    streamable: false
+    type: File
+  input_9:
+    default: runs/download-covidtracking-data.runs.ipynb
+    streamable: false
+    type: string
+outputs:
+  output_0:
+    outputSource: step_2/output_1
+    streamable: false
+    type: Directory
+  output_2:
+    outputSource: step_2/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-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:
+      input_1: input_6
+      input_2: input_7
+      input_3: input_8
+      input_4: input_9
+    out:
+    - output_0
+    - output_1
+    run: a17d560c41a54f5aa307ce5f3c5effe5_papermill.cwl
+  step_4:
+    in:
+      filename: input_10
+      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 5163fa67705c919d9c516bb5cc88cc18a235d587..c39e7cb93cd9b2e8dabda54c0e28ac5900c24a01 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 sha256:49daa3567fbddb38f172831d9a251fdf13847222e00514f939f8b237a65b05cd
-size 430713
+oid sha256:620d7a5960bd2efd7502001d04f38d2cf630a5937e9b5b30ee59edecab5b7a3a
+size 451064
diff --git a/data/covidtracking/states-metadata.json b/data/covidtracking/states-metadata.json
index 3e63c62941ff156f8e95f8ce0f1522ae00ead654..f3ede08085838e9f0060fc88168e3e6a24620316 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:a2de8c05ab448b3f0eb44787afeb88b313332f50271c9a76bba6c7949ee90520
-size 27083
+oid sha256:9ee2bb71091d1976a748e75088484a079c32f959736aefb777262beef24b71d5
+size 25321
diff --git a/runs/download-covidtracking-data.runs.ipynb b/runs/download-covidtracking-data.runs.ipynb
index 93cbcae5c2d4607e36101aa9a75820b95d6edf60..f64569502a12438646fd6e18212f3b4bb56a8b2c 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": 4.191695,
-     "end_time": "2020-03-28T20:12:31.515945",
+     "duration": 0.466467,
+     "end_time": "2020-03-29T08:22:31.907089",
      "exception": false,
-     "start_time": "2020-03-28T20:12:27.324250",
+     "start_time": "2020-03-29T08:22:31.440622",
      "status": "completed"
     },
     "tags": []
@@ -25,10 +25,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.017506,
-     "end_time": "2020-03-28T20:12:31.548018",
+     "duration": 0.018031,
+     "end_time": "2020-03-29T08:22:31.938653",
      "exception": false,
-     "start_time": "2020-03-28T20:12:31.530512",
+     "start_time": "2020-03-29T08:22:31.920622",
      "status": "completed"
     },
     "tags": [
@@ -46,10 +46,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.013182,
-     "end_time": "2020-03-28T20:12:31.569039",
+     "duration": 0.018359,
+     "end_time": "2020-03-29T08:22:31.964788",
      "exception": false,
-     "start_time": "2020-03-28T20:12:31.555857",
+     "start_time": "2020-03-29T08:22:31.946429",
      "status": "completed"
     },
     "tags": [
@@ -59,7 +59,7 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/wjmbqwda/notebooks/process/download-covidtracking-data.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/bdf81mi5/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": 0.005359,
-     "end_time": "2020-03-28T20:12:31.579757",
+     "duration": 0.008065,
+     "end_time": "2020-03-29T08:22:31.981763",
      "exception": false,
-     "start_time": "2020-03-28T20:12:31.574398",
+     "start_time": "2020-03-29T08:22:31.973698",
      "status": "completed"
     },
     "tags": []
@@ -87,10 +87,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.245025,
-     "end_time": "2020-03-28T20:12:31.830246",
+     "duration": 0.063028,
+     "end_time": "2020-03-29T08:22:32.052258",
      "exception": false,
-     "start_time": "2020-03-28T20:12:31.585221",
+     "start_time": "2020-03-29T08:22:31.989230",
      "status": "completed"
     },
     "tags": []
@@ -107,10 +107,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.022778,
-     "end_time": "2020-03-28T20:12:31.866438",
+     "duration": 0.020595,
+     "end_time": "2020-03-29T08:22:32.084858",
      "exception": false,
-     "start_time": "2020-03-28T20:12:31.843660",
+     "start_time": "2020-03-29T08:22:32.064263",
      "status": "completed"
     },
     "tags": []
@@ -129,10 +129,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.047291,
-     "end_time": "2020-03-28T20:12:31.922933",
+     "duration": 0.062439,
+     "end_time": "2020-03-29T08:22:32.156029",
      "exception": false,
-     "start_time": "2020-03-28T20:12:31.875642",
+     "start_time": "2020-03-29T08:22:32.093590",
      "status": "completed"
     },
     "tags": []
@@ -201,7 +201,7 @@
        "      <td>@alpublichealth</td>\n",
        "      <td>No data</td>\n",
        "      <td>False</td>\n",
-       "      <td>Negatives = Totals - Positives. Positives seem...</td>\n",
+       "      <td>Negatives = (Totals - Positives) \\nPositives o...</td>\n",
        "      <td>1</td>\n",
        "      <td>Alabama</td>\n",
        "    </tr>\n",
@@ -224,7 +224,7 @@
        "\n",
        "        pui    pum                                              notes  fips  \\\n",
        "0  All data  False  Total tests are taken from the annotations on ...     2   \n",
-       "1   No data  False  Negatives = Totals - Positives. Positives seem...     1   \n",
+       "1   No data  False  Negatives = (Totals - Positives) \\nPositives o...     1   \n",
        "\n",
        "      name  \n",
        "0   Alaska  \n",
@@ -246,10 +246,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.006017,
-     "end_time": "2020-03-28T20:12:31.935616",
+     "duration": 0.007936,
+     "end_time": "2020-03-29T08:22:32.175985",
      "exception": false,
-     "start_time": "2020-03-28T20:12:31.929599",
+     "start_time": "2020-03-29T08:22:32.168049",
      "status": "completed"
     },
     "tags": []
@@ -263,10 +263,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.22026,
-     "end_time": "2020-03-28T20:12:32.162099",
+     "duration": 0.16391,
+     "end_time": "2020-03-29T08:22:32.348092",
      "exception": false,
-     "start_time": "2020-03-28T20:12:31.941839",
+     "start_time": "2020-03-29T08:22:32.184182",
      "status": "completed"
     },
     "tags": []
@@ -283,10 +283,10 @@
    "execution_count": 8,
    "metadata": {
     "papermill": {
-     "duration": 0.024935,
-     "end_time": "2020-03-28T20:12:32.202190",
+     "duration": 0.021284,
+     "end_time": "2020-03-29T08:22:32.380284",
      "exception": false,
-     "start_time": "2020-03-28T20:12:32.177255",
+     "start_time": "2020-03-29T08:22:32.359000",
      "status": "completed"
     },
     "tags": []
@@ -305,10 +305,10 @@
    "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.067003,
-     "end_time": "2020-03-28T20:12:32.277906",
+     "duration": 0.076359,
+     "end_time": "2020-03-29T08:22:32.467959",
      "exception": false,
-     "start_time": "2020-03-28T20:12:32.210903",
+     "start_time": "2020-03-29T08:22:32.391600",
      "status": "completed"
     },
     "tags": []
@@ -318,7 +318,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1205 data points\n"
+      "1261 data points\n"
      ]
     },
     {
@@ -364,43 +364,43 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>20200327</td>\n",
+       "      <td>20200328</td>\n",
        "      <td>AK</td>\n",
-       "      <td>69.0</td>\n",
-       "      <td>2319.0</td>\n",
-       "      <td>13.0</td>\n",
-       "      <td>3.0</td>\n",
-       "      <td>1.0</td>\n",
-       "      <td>2401</td>\n",
-       "      <td>588f633d59494e4d58466fccfa9628c98568396b</td>\n",
-       "      <td>2020-03-27T20:00:00Z</td>\n",
-       "      <td>2388</td>\n",
+       "      <td>85.0</td>\n",
+       "      <td>2836.0</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2921</td>\n",
+       "      <td>edb7e6bcde715f8bbea31547e99aa8b4712ea5fb</td>\n",
+       "      <td>2020-03-28T20:00:00Z</td>\n",
+       "      <td>2921</td>\n",
        "      <td>2</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>518.0</td>\n",
-       "      <td>10.0</td>\n",
-       "      <td>528.0</td>\n",
+       "      <td>1.0</td>\n",
+       "      <td>2.0</td>\n",
+       "      <td>517.0</td>\n",
+       "      <td>16.0</td>\n",
+       "      <td>533.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>20200327</td>\n",
+       "      <td>20200328</td>\n",
        "      <td>AL</td>\n",
-       "      <td>587.0</td>\n",
+       "      <td>696.0</td>\n",
        "      <td>4184.0</td>\n",
        "      <td>NaN</td>\n",
        "      <td>NaN</td>\n",
        "      <td>3.0</td>\n",
-       "      <td>4771</td>\n",
-       "      <td>c3883f10c8760fdd9d196c5e2483205434bc4e0f</td>\n",
-       "      <td>2020-03-27T20:00:00Z</td>\n",
-       "      <td>4771</td>\n",
+       "      <td>4880</td>\n",
+       "      <td>c9986a845bd2f8f9c9a4294a8e5d66a01ee6aadf</td>\n",
+       "      <td>2020-03-28T20:00:00Z</td>\n",
+       "      <td>4880</td>\n",
        "      <td>1</td>\n",
-       "      <td>2.0</td>\n",
        "      <td>0.0</td>\n",
-       "      <td>591.0</td>\n",
-       "      <td>81.0</td>\n",
-       "      <td>672.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>109.0</td>\n",
+       "      <td>109.0</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
@@ -408,20 +408,20 @@
       ],
       "text/plain": [
        "       date state  positive  negative  pending  hospitalized  death  total  \\\n",
-       "0  20200327    AK      69.0    2319.0     13.0           3.0    1.0   2401   \n",
-       "1  20200327    AL     587.0    4184.0      NaN           NaN    3.0   4771   \n",
+       "0  20200328    AK      85.0    2836.0      NaN           5.0    2.0   2921   \n",
+       "1  20200328    AL     696.0    4184.0      NaN           NaN    3.0   4880   \n",
        "\n",
        "                                       hash           dateChecked  \\\n",
-       "0  588f633d59494e4d58466fccfa9628c98568396b  2020-03-27T20:00:00Z   \n",
-       "1  c3883f10c8760fdd9d196c5e2483205434bc4e0f  2020-03-27T20:00:00Z   \n",
+       "0  edb7e6bcde715f8bbea31547e99aa8b4712ea5fb  2020-03-28T20:00:00Z   \n",
+       "1  c9986a845bd2f8f9c9a4294a8e5d66a01ee6aadf  2020-03-28T20:00:00Z   \n",
        "\n",
        "   totalTestResults  fips  deathIncrease  hospitalizedIncrease  \\\n",
-       "0              2388     2            0.0                   0.0   \n",
-       "1              4771     1            2.0                   0.0   \n",
+       "0              2921     2            1.0                   2.0   \n",
+       "1              4880     1            0.0                   0.0   \n",
        "\n",
        "   negativeIncrease  positiveIncrease  totalTestResultsIncrease  \n",
-       "0             518.0              10.0                     528.0  \n",
-       "1             591.0              81.0                     672.0  "
+       "0             517.0              16.0                     533.0  \n",
+       "1               0.0             109.0                     109.0  "
       ]
      },
      "execution_count": 9,
@@ -455,18 +455,18 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 6.835148,
-   "end_time": "2020-03-28T20:12:32.619791",
+   "duration": 2.185859,
+   "end_time": "2020-03-29T08:22:32.791063",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/wjmbqwda/notebooks/process/download-covidtracking-data.ipynb",
+   "input_path": "/tmp/bdf81mi5/notebooks/process/download-covidtracking-data.ipynb",
    "output_path": "runs/download-covidtracking-data.runs.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/wjmbqwda/notebooks/process/download-covidtracking-data.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/bdf81mi5/notebooks/process/download-covidtracking-data.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/download-covidtracking-data.runs.ipynb",
     "out_folder": "data/covidtracking"
    },
-   "start_time": "2020-03-28T20:12:25.784643",
+   "start_time": "2020-03-29T08:22:30.605204",
    "version": "1.1.0"
   }
  },