From be0cb6dc73bbbde45d4aab4e59d2d01e09801f11 Mon Sep 17 00:00:00 2001
From: Chandrasekhar Ramakrishnan <cramakri@ethz.ch>
Date: Thu, 9 Apr 2020 04:43:13 +0000
Subject: [PATCH] renku run papermill -p ts_folder ./data/covid-19_jhu-csse/ -p
 worldmap_path ./data/atlas/worldmap/country_centroids.csv -p out_folder
 ./data/geodata/ --inject-paths notebooks/process/CompileGeoData.ipynb
 runs/CompileGeoData.run.ipynb

---
 ...aa66107b435e8abc83727b9e496b_papermill.cwl | 115 ++++++
 data/geodata/geo_data.csv                     |   4 +-
 runs/CompileGeoData.run.ipynb                 | 390 +++++++++++++-----
 3 files changed, 402 insertions(+), 107 deletions(-)
 create mode 100644 .renku/workflow/296eaa66107b435e8abc83727b9e496b_papermill.cwl

diff --git a/.renku/workflow/296eaa66107b435e8abc83727b9e496b_papermill.cwl b/.renku/workflow/296eaa66107b435e8abc83727b9e496b_papermill.cwl
new file mode 100644
index 000000000..6d557f3f4
--- /dev/null
+++ b/.renku/workflow/296eaa66107b435e8abc83727b9e496b_papermill.cwl
@@ -0,0 +1,115 @@
+arguments: []
+baseCommand:
+- papermill
+class: CommandLineTool
+cwlVersion: v1.0
+hints: []
+inputs:
+  input_1:
+    default: ts_folder
+    inputBinding:
+      position: 1
+      prefix: -p
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_2:
+    default:
+      class: Directory
+      listing: []
+      path: ../../data/covid-19_jhu-csse
+    inputBinding:
+      position: 2
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: Directory
+  input_3:
+    default: worldmap_path
+    inputBinding:
+      position: 3
+      prefix: -p
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_4:
+    default:
+      class: File
+      path: ../../data/atlas/worldmap/country_centroids.csv
+    inputBinding:
+      position: 4
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: File
+  input_5:
+    default: out_folder
+    inputBinding:
+      position: 5
+      prefix: -p
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_6:
+    default: data/geodata
+    inputBinding:
+      position: 6
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+  input_7:
+    default:
+      class: File
+      path: ../../notebooks/process/CompileGeoData.ipynb
+    inputBinding:
+      position: 7
+      prefix: --inject-paths
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: File
+  input_8:
+    default: runs/CompileGeoData.run.ipynb
+    inputBinding:
+      position: 8
+      separate: true
+      shellQuote: true
+    streamable: false
+    type: string
+outputs:
+  output_0:
+    outputBinding:
+      glob: $(inputs.input_8)
+    streamable: false
+    type: File
+  output_1:
+    outputBinding:
+      glob: $(inputs.input_6)
+    streamable: false
+    type: Directory
+permanentFailCodes: []
+requirements:
+- class: InlineJavascriptRequirement
+- class: InitialWorkDirRequirement
+  listing:
+  - entry: '$({"listing": [], "class": "Directory"})'
+    entryname: runs
+    writable: true
+  - entry: '$({"listing": [], "class": "Directory"})'
+    entryname: data/geodata
+    writable: true
+  - entry: $(inputs.input_2)
+    entryname: data/covid-19_jhu-csse
+    writable: false
+  - entry: $(inputs.input_4)
+    entryname: data/atlas/worldmap/country_centroids.csv
+    writable: false
+  - entry: $(inputs.input_7)
+    entryname: notebooks/process/CompileGeoData.ipynb
+    writable: false
+successCodes: []
+temporaryFailCodes: []
diff --git a/data/geodata/geo_data.csv b/data/geodata/geo_data.csv
index 37d63a788..b5eafe26d 100644
--- a/data/geodata/geo_data.csv
+++ b/data/geodata/geo_data.csv
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:10381a7c8b37736eb65cf9c510c8a3fb3cdbd11b3c3c7a53f5a1d5a9e8e5074a
-size 34026
+oid sha256:2cec6d17f546b453688f37dc481df2104f5224eb09831bb29ce1cfc349519cc6
+size 34997
diff --git a/runs/CompileGeoData.run.ipynb b/runs/CompileGeoData.run.ipynb
index 42ced54c8..cf5a62911 100644
--- a/runs/CompileGeoData.run.ipynb
+++ b/runs/CompileGeoData.run.ipynb
@@ -4,10 +4,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.022323,
-     "end_time": "2020-03-26T13:22:44.646598",
+     "duration": 0.018874,
+     "end_time": "2020-04-09T04:43:11.776832",
      "exception": false,
-     "start_time": "2020-03-26T13:22:44.624275",
+     "start_time": "2020-04-09T04:43:11.757958",
      "status": "completed"
     },
     "tags": []
@@ -23,10 +23,10 @@
    "execution_count": 1,
    "metadata": {
     "papermill": {
-     "duration": 0.337871,
-     "end_time": "2020-03-26T13:22:44.995055",
+     "duration": 0.41067,
+     "end_time": "2020-04-09T04:43:12.197808",
      "exception": false,
-     "start_time": "2020-03-26T13:22:44.657184",
+     "start_time": "2020-04-09T04:43:11.787138",
      "status": "completed"
     },
     "tags": []
@@ -42,10 +42,10 @@
    "execution_count": 2,
    "metadata": {
     "papermill": {
-     "duration": 0.024696,
-     "end_time": "2020-03-26T13:22:45.036188",
+     "duration": 0.021561,
+     "end_time": "2020-04-09T04:43:12.233066",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.011492",
+     "start_time": "2020-04-09T04:43:12.211505",
      "status": "completed"
     },
     "tags": []
@@ -53,7 +53,7 @@
    "outputs": [],
    "source": [
     "ts_folder = \"../../data/covid-19_jhu-csse/\"\n",
-    "worldmap_path = \"../../data/worldmap/country_centroids.csv\"\n",
+    "worldmap_path = \"../../data/atlas/worldmap/country_centroids.csv\"\n",
     "out_folder = None\n",
     "PAPERMILL_OUTPUT_PATH = None"
    ]
@@ -62,10 +62,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.008821,
-     "end_time": "2020-03-26T13:22:45.057062",
+     "duration": 0.009177,
+     "end_time": "2020-04-09T04:43:12.254264",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.048241",
+     "start_time": "2020-04-09T04:43:12.245087",
      "status": "completed"
     },
     "tags": [
@@ -81,10 +81,10 @@
    "execution_count": 3,
    "metadata": {
     "papermill": {
-     "duration": 0.024941,
-     "end_time": "2020-03-26T13:22:45.090116",
+     "duration": 0.02583,
+     "end_time": "2020-04-09T04:43:12.289381",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.065175",
+     "start_time": "2020-04-09T04:43:12.263551",
      "status": "completed"
     },
     "tags": [
@@ -94,11 +94,11 @@
    "outputs": [],
    "source": [
     "# Parameters\n",
-    "PAPERMILL_INPUT_PATH = \"/tmp/g3lga9o8/notebooks/process/CompileGeoData.ipynb\"\n",
+    "PAPERMILL_INPUT_PATH = \"notebooks/process/CompileGeoData.ipynb\"\n",
     "PAPERMILL_OUTPUT_PATH = \"runs/CompileGeoData.run.ipynb\"\n",
-    "ts_folder = \"/tmp/g3lga9o8/data/covid-19_jhu-csse\"\n",
-    "worldmap_path = \"/tmp/g3lga9o8/data/worldmap/country_centroids.csv\"\n",
-    "out_folder = \"/tmp/g3lga9o8/data/geodata\"\n"
+    "ts_folder = \"./data/covid-19_jhu-csse/\"\n",
+    "worldmap_path = \"./data/atlas/worldmap/country_centroids.csv\"\n",
+    "out_folder = \"./data/geodata/\"\n"
    ]
   },
   {
@@ -106,10 +106,10 @@
    "execution_count": 4,
    "metadata": {
     "papermill": {
-     "duration": 0.025233,
-     "end_time": "2020-03-26T13:22:45.135369",
+     "duration": 0.032837,
+     "end_time": "2020-04-09T04:43:12.334854",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.110136",
+     "start_time": "2020-04-09T04:43:12.302017",
      "status": "completed"
     },
     "tags": []
@@ -130,10 +130,10 @@
    "execution_count": 5,
    "metadata": {
     "papermill": {
-     "duration": 0.054123,
-     "end_time": "2020-03-26T13:22:45.202307",
+     "duration": 0.070968,
+     "end_time": "2020-04-09T04:43:12.426434",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.148184",
+     "start_time": "2020-04-09T04:43:12.355466",
      "status": "completed"
     },
     "tags": []
@@ -147,10 +147,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.007699,
-     "end_time": "2020-03-26T13:22:45.217884",
+     "duration": 0.008782,
+     "end_time": "2020-04-09T04:43:12.443641",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.210185",
+     "start_time": "2020-04-09T04:43:12.434859",
      "status": "completed"
     },
     "tags": []
@@ -164,10 +164,10 @@
    "execution_count": 6,
    "metadata": {
     "papermill": {
-     "duration": 0.031588,
-     "end_time": "2020-03-26T13:22:45.257211",
+     "duration": 0.050305,
+     "end_time": "2020-04-09T04:43:12.506795",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.225623",
+     "start_time": "2020-04-09T04:43:12.456490",
      "status": "completed"
     },
     "tags": []
@@ -175,7 +175,7 @@
    "outputs": [],
    "source": [
     "country_centroids_df = pd.read_csv(worldmap_path)\n",
-    "country_centroids_df = country_centroids_df[['name', 'name_long', 'region_un', 'subregion', 'region_wb', 'pop_est', 'gdp_md_est', 'income_grp', 'Longitude', 'Latitude']]\n",
+    "country_centroids_df = country_centroids_df[['name', 'name_long', 'sov_a3', 'region_un', 'subregion', 'region_wb', 'pop_est', 'gdp_md_est', 'income_grp', 'Longitude', 'Latitude']]\n",
     "country_centroids_df['name_jhu'] = country_centroids_df['name_long'] "
    ]
   },
@@ -184,10 +184,10 @@
    "execution_count": 7,
    "metadata": {
     "papermill": {
-     "duration": 0.037705,
-     "end_time": "2020-03-26T13:22:45.303604",
+     "duration": 0.062057,
+     "end_time": "2020-04-09T04:43:12.587879",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.265899",
+     "start_time": "2020-04-09T04:43:12.525822",
      "status": "completed"
     },
     "tags": []
@@ -195,10 +195,140 @@
    "outputs": [
     {
      "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>name</th>\n",
+       "      <th>name_long</th>\n",
+       "      <th>sov_a3</th>\n",
+       "      <th>region_un</th>\n",
+       "      <th>subregion</th>\n",
+       "      <th>region_wb</th>\n",
+       "      <th>pop_est</th>\n",
+       "      <th>gdp_md_est</th>\n",
+       "      <th>income_grp</th>\n",
+       "      <th>Longitude</th>\n",
+       "      <th>Latitude</th>\n",
+       "      <th>name_jhu</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>Aruba</td>\n",
+       "      <td>Aruba</td>\n",
+       "      <td>NL1</td>\n",
+       "      <td>Americas</td>\n",
+       "      <td>Caribbean</td>\n",
+       "      <td>Latin America &amp; Caribbean</td>\n",
+       "      <td>103065</td>\n",
+       "      <td>2258.0</td>\n",
+       "      <td>2. High income: nonOECD</td>\n",
+       "      <td>-69.982677</td>\n",
+       "      <td>12.520880</td>\n",
+       "      <td>Aruba</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>Afghanistan</td>\n",
+       "      <td>Afghanistan</td>\n",
+       "      <td>AFG</td>\n",
+       "      <td>Asia</td>\n",
+       "      <td>Southern Asia</td>\n",
+       "      <td>South Asia</td>\n",
+       "      <td>28400000</td>\n",
+       "      <td>22270.0</td>\n",
+       "      <td>5. Low income</td>\n",
+       "      <td>66.004734</td>\n",
+       "      <td>33.835231</td>\n",
+       "      <td>Afghanistan</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>Angola</td>\n",
+       "      <td>Angola</td>\n",
+       "      <td>AGO</td>\n",
+       "      <td>Africa</td>\n",
+       "      <td>Middle Africa</td>\n",
+       "      <td>Sub-Saharan Africa</td>\n",
+       "      <td>12799293</td>\n",
+       "      <td>110300.0</td>\n",
+       "      <td>3. Upper middle income</td>\n",
+       "      <td>17.537368</td>\n",
+       "      <td>-12.293361</td>\n",
+       "      <td>Angola</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>Anguilla</td>\n",
+       "      <td>Anguilla</td>\n",
+       "      <td>GB1</td>\n",
+       "      <td>Americas</td>\n",
+       "      <td>Caribbean</td>\n",
+       "      <td>Latin America &amp; Caribbean</td>\n",
+       "      <td>14436</td>\n",
+       "      <td>108.9</td>\n",
+       "      <td>3. Upper middle income</td>\n",
+       "      <td>-63.064989</td>\n",
+       "      <td>18.223959</td>\n",
+       "      <td>Anguilla</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>Albania</td>\n",
+       "      <td>Albania</td>\n",
+       "      <td>ALB</td>\n",
+       "      <td>Europe</td>\n",
+       "      <td>Southern Europe</td>\n",
+       "      <td>Europe &amp; Central Asia</td>\n",
+       "      <td>3639453</td>\n",
+       "      <td>21810.0</td>\n",
+       "      <td>4. Lower middle income</td>\n",
+       "      <td>20.049834</td>\n",
+       "      <td>41.142450</td>\n",
+       "      <td>Albania</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
       "text/plain": [
-       "Index(['name', 'name_long', 'region_un', 'subregion', 'region_wb', 'pop_est',\n",
-       "       'gdp_md_est', 'income_grp', 'Longitude', 'Latitude', 'name_jhu'],\n",
-       "      dtype='object')"
+       "          name    name_long sov_a3 region_un        subregion  \\\n",
+       "0        Aruba        Aruba    NL1  Americas        Caribbean   \n",
+       "1  Afghanistan  Afghanistan    AFG      Asia    Southern Asia   \n",
+       "2       Angola       Angola    AGO    Africa    Middle Africa   \n",
+       "3     Anguilla     Anguilla    GB1  Americas        Caribbean   \n",
+       "4      Albania      Albania    ALB    Europe  Southern Europe   \n",
+       "\n",
+       "                   region_wb   pop_est  gdp_md_est               income_grp  \\\n",
+       "0  Latin America & Caribbean    103065      2258.0  2. High income: nonOECD   \n",
+       "1                 South Asia  28400000     22270.0            5. Low income   \n",
+       "2         Sub-Saharan Africa  12799293    110300.0   3. Upper middle income   \n",
+       "3  Latin America & Caribbean     14436       108.9   3. Upper middle income   \n",
+       "4      Europe & Central Asia   3639453     21810.0   4. Lower middle income   \n",
+       "\n",
+       "   Longitude   Latitude     name_jhu  \n",
+       "0 -69.982677  12.520880        Aruba  \n",
+       "1  66.004734  33.835231  Afghanistan  \n",
+       "2  17.537368 -12.293361       Angola  \n",
+       "3 -63.064989  18.223959     Anguilla  \n",
+       "4  20.049834  41.142450      Albania  "
       ]
      },
      "execution_count": 7,
@@ -206,6 +336,38 @@
      "output_type": "execute_result"
     }
    ],
+   "source": [
+    "country_centroids_df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {
+    "papermill": {
+     "duration": 0.030014,
+     "end_time": "2020-04-09T04:43:12.637571",
+     "exception": false,
+     "start_time": "2020-04-09T04:43:12.607557",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Index(['name', 'name_long', 'sov_a3', 'region_un', 'subregion', 'region_wb',\n",
+       "       'pop_est', 'gdp_md_est', 'income_grp', 'Longitude', 'Latitude',\n",
+       "       'name_jhu'],\n",
+       "      dtype='object')"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "country_centroids_df.columns"
    ]
@@ -214,10 +376,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.009762,
-     "end_time": "2020-03-26T13:22:45.332521",
+     "duration": 0.009729,
+     "end_time": "2020-04-09T04:43:12.661687",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.322759",
+     "start_time": "2020-04-09T04:43:12.651958",
      "status": "completed"
     },
     "tags": []
@@ -228,13 +390,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {
     "papermill": {
-     "duration": 0.030831,
-     "end_time": "2020-03-26T13:22:45.371494",
+     "duration": 0.032216,
+     "end_time": "2020-04-09T04:43:12.702670",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.340663",
+     "start_time": "2020-04-09T04:43:12.670454",
      "status": "completed"
     },
     "tags": []
@@ -257,13 +419,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {
     "papermill": {
-     "duration": 0.026196,
-     "end_time": "2020-03-26T13:22:45.411424",
+     "duration": 0.022579,
+     "end_time": "2020-04-09T04:43:12.740950",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.385228",
+     "start_time": "2020-04-09T04:43:12.718371",
      "status": "completed"
     },
     "tags": []
@@ -278,10 +440,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.009748,
-     "end_time": "2020-03-26T13:22:45.435849",
+     "duration": 0.00939,
+     "end_time": "2020-04-09T04:43:12.761503",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.426101",
+     "start_time": "2020-04-09T04:43:12.752113",
      "status": "completed"
     },
     "tags": []
@@ -292,13 +454,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {
     "papermill": {
-     "duration": 0.04638,
-     "end_time": "2020-03-26T13:22:45.491053",
+     "duration": 0.037251,
+     "end_time": "2020-04-09T04:43:12.807860",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.444673",
+     "start_time": "2020-04-09T04:43:12.770609",
      "status": "completed"
     },
     "tags": []
@@ -325,8 +487,8 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>2020-03-24</th>\n",
-       "      <th>2020-03-25</th>\n",
+       "      <th>2020-04-06</th>\n",
+       "      <th>2020-04-07</th>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Country/Region</th>\n",
@@ -336,19 +498,24 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
+       "      <th>Burma</th>\n",
+       "      <td>22</td>\n",
+       "      <td>22</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>Cabo Verde</th>\n",
-       "      <td>3</td>\n",
-       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Congo (Brazzaville)</th>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Congo (Kinshasa)</th>\n",
-       "      <td>45</td>\n",
-       "      <td>48</td>\n",
+       "      <td>161</td>\n",
+       "      <td>180</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Diamond Princess</th>\n",
@@ -357,54 +524,67 @@
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Eswatini</th>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
+       "      <td>10</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Gambia</th>\n",
-       "      <td>3</td>\n",
-       "      <td>3</td>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Holy See</th>\n",
-       "      <td>4</td>\n",
-       "      <td>4</td>\n",
+       "      <td>7</td>\n",
+       "      <td>7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>Laos</th>\n",
-       "      <td>2</td>\n",
-       "      <td>3</td>\n",
+       "      <td>12</td>\n",
+       "      <td>14</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>MS Zaandam</th>\n",
+       "      <td>9</td>\n",
+       "      <td>9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>North Macedonia</th>\n",
-       "      <td>148</td>\n",
-       "      <td>177</td>\n",
+       "      <td>570</td>\n",
+       "      <td>599</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>Sao Tome and Principe</th>\n",
+       "      <td>4</td>\n",
+       "      <td>4</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>West Bank and Gaza</th>\n",
-       "      <td>59</td>\n",
-       "      <td>-1</td>\n",
+       "      <td>254</td>\n",
+       "      <td>261</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "                     2020-03-24  2020-03-25\n",
-       "Country/Region                             \n",
-       "Cabo Verde                    3           4\n",
-       "Congo (Brazzaville)           4           4\n",
-       "Congo (Kinshasa)             45          48\n",
-       "Diamond Princess            712         712\n",
-       "Eswatini                      4           4\n",
-       "Gambia                        3           3\n",
-       "Holy See                      4           4\n",
-       "Laos                          2           3\n",
-       "North Macedonia             148         177\n",
-       "West Bank and Gaza           59          -1"
+       "                       2020-04-06  2020-04-07\n",
+       "Country/Region                               \n",
+       "Burma                          22          22\n",
+       "Cabo Verde                      7           7\n",
+       "Congo (Brazzaville)            45          45\n",
+       "Congo (Kinshasa)              161         180\n",
+       "Diamond Princess              712         712\n",
+       "Eswatini                       10          10\n",
+       "Gambia                          4           4\n",
+       "Holy See                        7           7\n",
+       "Laos                           12          14\n",
+       "MS Zaandam                      9           9\n",
+       "North Macedonia               570         599\n",
+       "Sao Tome and Principe           4           4\n",
+       "West Bank and Gaza            254         261"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -419,10 +599,10 @@
    "cell_type": "markdown",
    "metadata": {
     "papermill": {
-     "duration": 0.009932,
-     "end_time": "2020-03-26T13:22:45.518476",
+     "duration": 0.010321,
+     "end_time": "2020-04-09T04:43:12.835387",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.508544",
+     "start_time": "2020-04-09T04:43:12.825066",
      "status": "completed"
     },
     "tags": []
@@ -433,13 +613,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {
     "papermill": {
-     "duration": 0.037962,
-     "end_time": "2020-03-26T13:22:45.565000",
+     "duration": 0.039702,
+     "end_time": "2020-04-09T04:43:12.884774",
      "exception": false,
-     "start_time": "2020-03-26T13:22:45.527038",
+     "start_time": "2020-04-09T04:43:12.845072",
      "status": "completed"
     },
     "tags": []
@@ -471,20 +651,20 @@
    "version": "3.7.3"
   },
   "papermill": {
-   "duration": 2.257336,
-   "end_time": "2020-03-26T13:22:46.017593",
+   "duration": 2.316451,
+   "end_time": "2020-04-09T04:43:13.215707",
    "environment_variables": {},
    "exception": null,
-   "input_path": "/tmp/g3lga9o8/notebooks/process/CompileGeoData.ipynb",
+   "input_path": "notebooks/process/CompileGeoData.ipynb",
    "output_path": "runs/CompileGeoData.run.ipynb",
    "parameters": {
-    "PAPERMILL_INPUT_PATH": "/tmp/g3lga9o8/notebooks/process/CompileGeoData.ipynb",
+    "PAPERMILL_INPUT_PATH": "notebooks/process/CompileGeoData.ipynb",
     "PAPERMILL_OUTPUT_PATH": "runs/CompileGeoData.run.ipynb",
-    "out_folder": "/tmp/g3lga9o8/data/geodata",
-    "ts_folder": "/tmp/g3lga9o8/data/covid-19_jhu-csse",
-    "worldmap_path": "/tmp/g3lga9o8/data/worldmap/country_centroids.csv"
+    "out_folder": "./data/geodata/",
+    "ts_folder": "./data/covid-19_jhu-csse/",
+    "worldmap_path": "./data/atlas/worldmap/country_centroids.csv"
    },
-   "start_time": "2020-03-26T13:22:43.760257",
+   "start_time": "2020-04-09T04:43:10.899256",
    "version": "1.1.0"
   }
  },
-- 
GitLab