update 26-mar

paaatcha · Mar 26, 2020 · 65b57ad · 65b57ad
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diff --git a/README.md b/README.md
@@ -5,7 +5,7 @@ On March 11, 2020, the World Health Organization (WHO) declared the Covid-19 (a.
 
 For Portuguese speakers, I wrote a post in my blog about this analysis: [O que os dados dizem sobre o Coronavírus?](http://computacaointeligente.com.br/coolstuffs/analisando-coronavirus/)
 
-## Some plots and tables got during the analysis (updated on March 23, 2020)
+## Some plots and tables got during the analysis (updated on March 26, 2020)
 ### Covid-19 worldwide (without China):
 ![covid-19-wo-chinha](figures/en/conf_cases_worldwide_no_china.png)
 
@@ -14,18 +14,18 @@ For Portuguese speakers, I wrote a post in my blog about this analysis: [O que o
 
 
 ### Top 10 infected countries
-| Country/Region   |   Confirmed |   Deaths |   Recovered |   % Deaths  |    % Population |
-|:-----------------|------------:|---------:|------------:|------------:|-----------:|
-| China            |       81397 |     3265 |       72362 |     4.0112  | 0.00584442 |
-| Italy            |       59138 |     5476 |        7024 |     9.2597  | 0.0978599  |
-| US               |       33272 |      417 |           0 |     1.25331 | 0.0101697  |
-| Spain            |       28768 |     1772 |        2575 |     6.15962 | 0.0615704  |
-| Germany          |       24873 |       94 |         266 |     0.37792 | 0.0299935  |
-| Iran             |       21638 |     1685 |        7931 |     7.78723 | 0.0264522  |
-| France           |       16176 |      674 |        2206 |     4.16667 | 0.0241479  |
-| Korea, South     |        8897 |      104 |        2909 |     1.16893 | 0.0172305  |
-| Switzerland      |        7245 |       98 |         131 |     1.35266 | 0.0850697  |
-| United Kingdom   |        5741 |      282 |          67 |     4.91204 | 0.00863451 |
+| Country/Region   |   Confirmed |   Deaths |   % Deaths  |% Population|
+|:-----------------|------------:|---------:|------------:|-----------:|
+| China            |       81661 |     3285 |    4.02273  | 0.00586338 |
+| Italy            |       74386 |     7503 |   10.0866   | 0.123092   |
+| US               |       65778 |      942 |    1.43209  | 0.0201053  |
+| Spain            |       49515 |     3647 |    7.36544  | 0.105974   |
+| Germany          |       37323 |      206 |    0.551938 | 0.0450066  |
+| Iran             |       27017 |     2077 |    7.68775  | 0.033028   |
+| France           |       25600 |     1333 |    5.20703  | 0.0382162  |
+| Switzerland      |       10897 |      153 |    1.40406  | 0.127951   |
+| United Kingdom   |        9640 |      466 |    4.83402  | 0.0144986  |
+| Korea, South     |        9137 |      126 |    1.37901  | 0.0176953  |
 
 ### Comparing confirmed cases around the world
 

diff --git a/analysis.ipynb b/analysis.ipynb
diff --git a/data/clean_data.csv b/data/clean_data.csv
diff --git a/data/raw/new_Confirmed_cases.csv b/data/raw/new_Confirmed_cases.csv
diff --git a/data/raw/new_Deaths_cases.csv b/data/raw/new_Deaths_cases.csv
diff --git a/figures/en/conf_cases_countries.png b/figures/en/conf_cases_countries.png
diff --git a/figures/en/conf_cases_in_USA.png b/figures/en/conf_cases_in_USA.png
diff --git a/figures/en/conf_cases_in_brazil.png b/figures/en/conf_cases_in_brazil.png
diff --git a/figures/en/conf_cases_in_canada.png b/figures/en/conf_cases_in_canada.png
diff --git a/figures/en/conf_cases_in_china.png b/figures/en/conf_cases_in_china.png
diff --git a/figures/en/conf_cases_in_france.png b/figures/en/conf_cases_in_france.png
diff --git a/figures/en/conf_cases_in_germany.png b/figures/en/conf_cases_in_germany.png
diff --git a/figures/en/conf_cases_in_iran.png b/figures/en/conf_cases_in_iran.png
diff --git a/figures/en/conf_cases_in_italy.png b/figures/en/conf_cases_in_italy.png
diff --git a/figures/en/conf_cases_in_span.png b/figures/en/conf_cases_in_span.png
diff --git a/figures/en/conf_cases_worldwide.png b/figures/en/conf_cases_worldwide.png
diff --git a/figures/en/conf_cases_worldwide_no_china.png b/figures/en/conf_cases_worldwide_no_china.png
diff --git a/figures/en/deaths_in_USA.png b/figures/en/deaths_in_USA.png
diff --git a/figures/en/deaths_in_brazil.png b/figures/en/deaths_in_brazil.png
diff --git a/figures/en/deaths_in_canada.png b/figures/en/deaths_in_canada.png
diff --git a/figures/en/deaths_in_france.png b/figures/en/deaths_in_france.png
diff --git a/figures/en/deaths_in_germany.png b/figures/en/deaths_in_germany.png
diff --git a/figures/en/deaths_in_iran.png b/figures/en/deaths_in_iran.png
diff --git a/figures/en/deaths_in_italy.png b/figures/en/deaths_in_italy.png
diff --git a/figures/en/deaths_in_korea.png b/figures/en/deaths_in_korea.png
diff --git a/figures/en/deaths_in_spain.png b/figures/en/deaths_in_spain.png
diff --git a/figures/en/deaths_worldwide.png b/figures/en/deaths_worldwide.png
diff --git a/figures/en/deaths_worldwide_no_china.png b/figures/en/deaths_worldwide_no_china.png
diff --git a/figures/en/mortes_in_china.png b/figures/en/mortes_in_china.png
diff --git a/figures/pt/casos_conf_EUA.png b/figures/pt/casos_conf_EUA.png
diff --git a/figures/pt/casos_conf_alemanha.png b/figures/pt/casos_conf_alemanha.png
diff --git a/figures/pt/casos_conf_brasil.png b/figures/pt/casos_conf_brasil.png
diff --git a/figures/pt/casos_conf_canada.png b/figures/pt/casos_conf_canada.png
diff --git a/figures/pt/casos_conf_coreia.png b/figures/pt/casos_conf_coreia.png
diff --git a/figures/pt/casos_conf_espanha.png b/figures/pt/casos_conf_espanha.png
diff --git a/figures/pt/casos_conf_france.png b/figures/pt/casos_conf_france.png
diff --git a/figures/pt/casos_conf_iran.png b/figures/pt/casos_conf_iran.png
diff --git a/figures/pt/casos_conf_italia.png b/figures/pt/casos_conf_italia.png
diff --git a/figures/pt/casos_conf_mundo.png b/figures/pt/casos_conf_mundo.png
diff --git a/figures/pt/casos_conf_mundo_sem_china.png b/figures/pt/casos_conf_mundo_sem_china.png
diff --git a/figures/pt/casos_conf_na_china.png b/figures/pt/casos_conf_na_china.png
diff --git a/figures/pt/casos_confirmados_paises.png b/figures/pt/casos_confirmados_paises.png
diff --git a/figures/pt/mortes_china.png b/figures/pt/mortes_china.png
diff --git a/figures/pt/mortes_mundo.png b/figures/pt/mortes_mundo.png
diff --git a/figures/pt/mortes_mundo_sem_china.png b/figures/pt/mortes_mundo_sem_china.png
diff --git a/figures/pt/mortes_na_EUA.png b/figures/pt/mortes_na_EUA.png
diff --git a/figures/pt/mortes_na_alemanha.png b/figures/pt/mortes_na_alemanha.png
diff --git a/figures/pt/mortes_na_brasil.png b/figures/pt/mortes_na_brasil.png
diff --git a/figures/pt/mortes_na_canada.png b/figures/pt/mortes_na_canada.png
diff --git a/figures/pt/mortes_na_coreia.png b/figures/pt/mortes_na_coreia.png
diff --git a/figures/pt/mortes_na_espanha.png b/figures/pt/mortes_na_espanha.png
diff --git a/figures/pt/mortes_na_franca.png b/figures/pt/mortes_na_franca.png
diff --git a/figures/pt/mortes_na_iran.png b/figures/pt/mortes_na_iran.png
diff --git a/figures/pt/mortes_na_italia.png b/figures/pt/mortes_na_italia.png
diff --git a/get_data.ipynb b/get_data.ipynb
@@ -44,7 +44,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -88,7 +88,6 @@
        "      <th>1/26/20</th>\n",
        "      <th>1/27/20</th>\n",
        "      <th>...</th>\n",
-       "      <th>3/15/20</th>\n",
        "      <th>3/16/20</th>\n",
        "      <th>3/17/20</th>\n",
        "      <th>3/18/20</th>\n",
@@ -98,6 +97,7 @@
        "      <th>3/22/20</th>\n",
        "      <th>3/23/20</th>\n",
        "      <th>3/24/20</th>\n",
+       "      <th>3/25/20</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
@@ -114,7 +114,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>...</td>\n",
-       "      <td>16</td>\n",
        "      <td>21</td>\n",
        "      <td>22</td>\n",
        "      <td>22</td>\n",
@@ -124,6 +123,7 @@
        "      <td>40</td>\n",
        "      <td>40</td>\n",
        "      <td>74</td>\n",
+       "      <td>84</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
@@ -138,7 +138,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>...</td>\n",
-       "      <td>42</td>\n",
        "      <td>51</td>\n",
        "      <td>55</td>\n",
        "      <td>59</td>\n",
@@ -148,6 +147,7 @@
        "      <td>89</td>\n",
        "      <td>104</td>\n",
        "      <td>123</td>\n",
+       "      <td>146</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
@@ -162,7 +162,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>...</td>\n",
-       "      <td>48</td>\n",
        "      <td>54</td>\n",
        "      <td>60</td>\n",
        "      <td>74</td>\n",
@@ -172,6 +171,7 @@
        "      <td>201</td>\n",
        "      <td>230</td>\n",
        "      <td>264</td>\n",
+       "      <td>302</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
@@ -186,7 +186,6 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>...</td>\n",
-       "      <td>1</td>\n",
        "      <td>2</td>\n",
        "      <td>39</td>\n",
        "      <td>39</td>\n",
@@ -196,6 +195,7 @@
        "      <td>113</td>\n",
        "      <td>133</td>\n",
        "      <td>164</td>\n",
+       "      <td>188</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
@@ -214,16 +214,16 @@
        "      <td>0</td>\n",
        "      <td>0</td>\n",
        "      <td>0</td>\n",
-       "      <td>0</td>\n",
        "      <td>1</td>\n",
        "      <td>2</td>\n",
        "      <td>2</td>\n",
        "      <td>3</td>\n",
        "      <td>3</td>\n",
+       "      <td>3</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>5 rows × 67 columns</p>\n",
+       "<p>5 rows × 68 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -234,24 +234,24 @@
        "3            NaN        Andorra  42.5063   1.5218        0        0        0   \n",
        "4            NaN         Angola -11.2027  17.8739        0        0        0   \n",
        "\n",
-       "   1/25/20  1/26/20  1/27/20  ...  3/15/20  3/16/20  3/17/20  3/18/20  \\\n",
-       "0        0        0        0  ...       16       21       22       22   \n",
-       "1        0        0        0  ...       42       51       55       59   \n",
-       "2        0        0        0  ...       48       54       60       74   \n",
-       "3        0        0        0  ...        1        2       39       39   \n",
+       "   1/25/20  1/26/20  1/27/20  ...  3/16/20  3/17/20  3/18/20  3/19/20  \\\n",
+       "0        0        0        0  ...       21       22       22       22   \n",
+       "1        0        0        0  ...       51       55       59       64   \n",
+       "2        0        0        0  ...       54       60       74       87   \n",
+       "3        0        0        0  ...        2       39       39       53   \n",
        "4        0        0        0  ...        0        0        0        0   \n",
        "\n",
-       "   3/19/20  3/20/20  3/21/20  3/22/20  3/23/20  3/24/20  \n",
-       "0       22       24       24       40       40       74  \n",
-       "1       64       70       76       89      104      123  \n",
-       "2       87       90      139      201      230      264  \n",
-       "3       53       75       88      113      133      164  \n",
-       "4        0        1        2        2        3        3  \n",
+       "   3/20/20  3/21/20  3/22/20  3/23/20  3/24/20  3/25/20  \n",
+       "0       24       24       40       40       74       84  \n",
+       "1       70       76       89      104      123      146  \n",
+       "2       90      139      201      230      264      302  \n",
+       "3       75       88      113      133      164      188  \n",
+       "4        1        2        2        3        3        3  \n",
        "\n",
-       "[5 rows x 67 columns]"
+       "[5 rows x 68 columns]"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -285,7 +285,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 3,
    "metadata": {
     "scrolled": false
    },
@@ -384,7 +384,7 @@
        "4            NaN         Angola -11.2027  17.8739  1/22/20          0       0"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -410,7 +410,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [