diff --git a/.renku/workflow/97375c4905074c489d8b19ef5d8c1cd9.cwl b/.renku/workflow/97375c4905074c489d8b19ef5d8c1cd9.cwl
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--- /dev/null
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@@ -0,0 +1,198 @@
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+cwlVersion: v1.0
+hints: []
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+      path: ../../data/atlas
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+      input_6: input_7
+      input_7: input_8
+      input_8: input_9
+      input_9: input_10
+    out:
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+  step_2:
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+      input_2: input_12
+      input_3: input_13
+      input_4: input_14
+      input_5: input_15
+      input_6: input_16
+    out:
+    - output_0
+    run: 2fba4568d8784fb99872b6c8a35f66b9_papermill.cwl
+  step_3:
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+      input_1: input_17
+      input_10: input_18
+      input_2: input_19
+      input_3: input_20
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+      input_5: input_22
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+      input_7: input_24
+      input_8: input_25
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diff --git a/runs/Dashboard.run.ipynb b/runs/Dashboard.run.ipynb
index 9f490163d8b51685eae057b697555b1e6c600085..111b46f694408ef277d5bb28e84affa2f448c43c 100644
--- a/runs/Dashboard.run.ipynb
+++ b/runs/Dashboard.run.ipynb
@@ -8,10 +8,10 @@
      "source_hidden": true
     },
     "papermill": {
-     "duration": 0.050309,
-     "end_time": "2020-04-28T21:22:43.138191",
+     "duration": 0.086904,
+     "end_time": "2020-04-29T07:34:56.140976",
      "exception": false,
-     "start_time": "2020-04-28T21:22:43.087882",
+     "start_time": "2020-04-29T07:34:56.054072",
      "status": "completed"
     },
     "tags": []
@@ -30,10 +30,10 @@
      "source_hidden": true
     },
     "papermill": {
-     "duration": 0.532438,
-     "end_time": "2020-04-28T21:22:43.689647",
+     "duration": 0.476086,
+     "end_time": "2020-04-29T07:34:56.638137",
      "exception": false,
-     "start_time": "2020-04-28T21:22:43.157209",
+     "start_time": "2020-04-29T07:34:56.162051",
      "status": "completed"
     },
     "tags": []
@@ -56,10 +56,10 @@
      "source_hidden": true
     },
     "papermill": {
-     "duration": 0.041788,
-     "end_time": "2020-04-28T21:22:43.748186",
+     "duration": 0.050007,
+     "end_time": "2020-04-29T07:34:56.709067",
      "exception": false,
-     "start_time": "2020-04-28T21:22:43.706398",
+     "start_time": "2020-04-29T07:34:56.659060",
      "status": "completed"
     },
     "tags": [
@@ -84,10 +84,10 @@
      "source_hidden": true
     },
     "papermill": {
-     "duration": 0.041847,
-     "end_time": "2020-04-28T21:22:43.804870",
+     "duration": 0.047323,
+     "end_time": "2020-04-29T07:34:56.775709",
      "exception": false,
-     "start_time": "2020-04-28T21:22:43.763023",
+     "start_time": "2020-04-29T07:34:56.728386",
      "status": "completed"
     },
     "tags": [
@@ -97,12 +97,12 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/9y8cpqtj/notebooks/Dashboard.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"/tmp/jipc4njv/notebooks/Dashboard.ipynb\"\n",
     "PAPERMILL_OUTPUT_PATH = \"runs/Dashboard.run.ipynb\"\n",
-    "ts_folder = \"/tmp/9y8cpqtj/data/covid-19_jhu-csse\"\n",
-    "rates_folder = \"/tmp/9y8cpqtj/data/covid-19_rates\"\n",
-    "geodata_path = \"/tmp/9y8cpqtj/data/geodata/geo_data.csv\"\n",
-    "atlas_path = \"/tmp/9y8cpqtj/data/atlas\"\n"
+    "ts_folder = \"/tmp/jipc4njv/data/covid-19_jhu-csse\"\n",
+    "rates_folder = \"/tmp/jipc4njv/data/covid-19_rates\"\n",
+    "geodata_path = \"/tmp/jipc4njv/data/geodata/geo_data.csv\"\n",
+    "atlas_path = \"/tmp/jipc4njv/data/atlas\"\n"
    ]
   },
   {
@@ -113,10 +113,10 @@
      "source_hidden": true
     },
     "papermill": {
-     "duration": 1.67308,
-     "end_time": "2020-04-28T21:22:45.508535",
+     "duration": 1.429818,
+     "end_time": "2020-04-29T07:34:58.226660",
      "exception": false,
-     "start_time": "2020-04-28T21:22:43.835455",
+     "start_time": "2020-04-29T07:34:56.796842",
      "status": "completed"
     },
     "tags": []
@@ -147,10 +147,10 @@
      "source_hidden": true
     },
     "papermill": {
-     "duration": 0.056172,
-     "end_time": "2020-04-28T21:22:45.583778",
+     "duration": 0.063778,
+     "end_time": "2020-04-29T07:34:58.312970",
      "exception": false,
-     "start_time": "2020-04-28T21:22:45.527606",
+     "start_time": "2020-04-29T07:34:58.249192",
      "status": "completed"
     },
     "tags": []
@@ -172,10 +172,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.013311,
-     "end_time": "2020-04-28T21:22:45.616118",
+     "duration": 0.012108,
+     "end_time": "2020-04-29T07:34:58.348002",
      "exception": false,
-     "start_time": "2020-04-28T21:22:45.602807",
+     "start_time": "2020-04-29T07:34:58.335894",
      "status": "completed"
     },
     "tags": []
@@ -196,10 +196,10 @@
      "source_hidden": true
     },
     "papermill": {
-     "duration": 0.053351,
-     "end_time": "2020-04-28T21:22:45.682795",
+     "duration": 0.059632,
+     "end_time": "2020-04-29T07:34:58.417686",
      "exception": false,
-     "start_time": "2020-04-28T21:22:45.629444",
+     "start_time": "2020-04-29T07:34:58.358054",
      "status": "completed"
     },
     "tags": []
@@ -208,7 +208,7 @@
     {
      "data": {
       "text/html": [
-       "<em>Data up to Apr 27 2020; countries with 500 or more confirmed cases.</em>"
+       "<em>Data up to Apr 28 2020; countries with 500 or more confirmed cases.</em>"
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@@ -948,10 +948,10 @@
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+   "duration": 7.247433,
+   "end_time": "2020-04-29T07:35:02.462106",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/9y8cpqtj/notebooks/Dashboard.ipynb",
+   "input_path": "/tmp/jipc4njv/notebooks/Dashboard.ipynb",
    "output_path": "runs/Dashboard.run.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/9y8cpqtj/notebooks/Dashboard.ipynb",
+    "PAPERMILL_INPUT_PATH": "/tmp/jipc4njv/notebooks/Dashboard.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/Dashboard.run.ipynb",
-    "atlas_path": "/tmp/9y8cpqtj/data/atlas",
-    "geodata_path": "/tmp/9y8cpqtj/data/geodata/geo_data.csv",
-    "rates_folder": "/tmp/9y8cpqtj/data/covid-19_rates",
-    "ts_folder": "/tmp/9y8cpqtj/data/covid-19_jhu-csse"
+    "atlas_path": "/tmp/jipc4njv/data/atlas",
+    "geodata_path": "/tmp/jipc4njv/data/geodata/geo_data.csv",
+    "rates_folder": "/tmp/jipc4njv/data/covid-19_rates",
+    "ts_folder": "/tmp/jipc4njv/data/covid-19_jhu-csse"
    },
-   "start_time": "2020-04-28T21:22:42.245064",
+   "start_time": "2020-04-29T07:34:55.214673",
    "version": "1.1.0"
   }
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diff --git a/runs/covidtracking.run.ipynb b/runs/covidtracking.run.ipynb
index 7ff9ab5f14fc6496e65f72ff8e4fdfa70be2618b..751e5260730554f2d89610521bdd6fb7de4ea200 100644
--- a/runs/covidtracking.run.ipynb
+++ b/runs/covidtracking.run.ipynb
@@ -5,10 +5,10 @@
    "execution_count": 1,
    "metadata": {
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-     "end_time": "2020-04-28T21:22:25.832790",
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      "status": "completed"
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     "tags": []
@@ -29,10 +29,10 @@
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      "status": "completed"
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@@ -53,10 +53,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
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-     "end_time": "2020-04-28T21:22:25.901203",
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      "status": "completed"
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@@ -74,10 +74,10 @@
    "execution_count": 4,
    "metadata": {
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      "exception": false,
-     "start_time": "2020-04-28T21:22:25.914751",
+     "start_time": "2020-04-29T07:34:50.594169",
      "status": "completed"
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     "tags": [
@@ -87,8 +87,8 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "data_path = \"/tmp/1809arsn/data/covidtracking\"\n",
-    "atlas_path = \"/tmp/1809arsn/data/atlas\"\n"
+    "data_path = \"/tmp/xwstcq7w/data/covidtracking\"\n",
+    "atlas_path = \"/tmp/xwstcq7w/data/atlas\"\n"
    ]
   },
   {
@@ -96,10 +96,10 @@
    "execution_count": 5,
    "metadata": {
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      "exception": false,
-     "start_time": "2020-04-28T21:22:25.947520",
+     "start_time": "2020-04-29T07:34:50.631290",
      "status": "completed"
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     "tags": []
@@ -119,10 +119,10 @@
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      "exception": false,
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+     "start_time": "2020-04-29T07:34:51.065365",
      "status": "completed"
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@@ -151,10 +151,10 @@
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      "exception": false,
-     "start_time": "2020-04-28T21:22:26.335736",
+     "start_time": "2020-04-29T07:34:51.203395",
      "status": "completed"
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@@ -169,10 +169,10 @@
    "cell_type": "markdown",
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      "exception": false,
-     "start_time": "2020-04-28T21:22:26.358642",
+     "start_time": "2020-04-29T07:34:51.223827",
      "status": "completed"
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@@ -186,10 +186,10 @@
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      "exception": false,
-     "start_time": "2020-04-28T21:22:26.380243",
+     "start_time": "2020-04-29T07:34:51.240640",
      "status": "completed"
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     "tags": []
@@ -199,10 +199,10 @@
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        "<script type=\"text/javascript\">\n",
        "  (function(spec, embedOpt){\n",
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@@ -391,10 +391,10 @@
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    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/1809arsn/notebooks/covidtracking.ipynb",
+   "input_path": "/tmp/xwstcq7w/notebooks/covidtracking.ipynb",
    "output_path": "runs/covidtracking.run.ipynb",
    "parameters": {
-    "atlas_path": "/tmp/1809arsn/data/atlas",
-    "data_path": "/tmp/1809arsn/data/covidtracking"
+    "atlas_path": "/tmp/xwstcq7w/data/atlas",
+    "data_path": "/tmp/xwstcq7w/data/covidtracking"
    },
-   "start_time": "2020-04-28T21:22:24.516146",
+   "start_time": "2020-04-29T07:34:48.589244",
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diff --git a/runs/openzh-covid-19.run.ipynb b/runs/openzh-covid-19.run.ipynb
index 7dad13c42f21d231392e0a32588da58bd7f703a5..e520b27cdb1d8748a64c7ff11b5695606cb25e57 100644
--- a/runs/openzh-covid-19.run.ipynb
+++ b/runs/openzh-covid-19.run.ipynb
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@@ -30,10 +30,10 @@
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@@ -97,9 +97,9 @@
    "source": [
     "# Parameters\n",
     "save_figures = True\n",
-    "data_path = \"/tmp/xkz_jt26/data/openzh-covid-19\"\n",
+    "data_path = \"/tmp/0h6uuca2/data/openzh-covid-19\"\n",
     "figures_path = \"figures\"\n",
-    "atlas_path = \"/tmp/xkz_jt26/data/atlas\"\n"
+    "atlas_path = \"/tmp/0h6uuca2/data/atlas\"\n"
    ]
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