update 22-mar

paaatcha · Mar 22, 2020 · 92eca03 · 92eca03
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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 21, 2020)
+## Some plots and tables got during the analysis (updated on March 22, 2020)
 ### Covid-19 worldwide (without China):
 ![covid-19-wo-chinha](figures/en/conf_cases_worldwide_no_china.png)
 
@@ -16,16 +16,16 @@ 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            |       81250 |     3253 |       71266 |    4.00369  | 0.00583387 |
-| Italy            |       47021 |     4032 |        4440 |    8.57489  | 0.077809   |
-| Spain            |       20410 |     1043 |        1588 |    5.11024  | 0.0436823  |
-| Germany          |       19848 |       67 |         180 |    0.337565 | 0.023934   |
-| Iran             |       19644 |     1433 |        6745 |    7.29485  | 0.0240146  |
-| US               |       19100 |      244 |           0 |    1.27749  | 0.00583799 |
-| France           |       12726 |      450 |          12 |    3.53607  | 0.0189976  |
-| Korea, South     |        8652 |       94 |        1540 |    1.08645  | 0.016756   |
-| Switzerland      |        5294 |       54 |          15 |    1.02002  | 0.0621614  |
-| United Kingdom   |        4014 |      178 |          67 |    4.43448  | 0.00603709 |
+| China            |       81305 |     3259 |       71857 |    4.00836  | 0.00583781 |
+| Italy            |       53578 |     4825 |        6072 |    9.00556  | 0.0886594  |
+| US               |       25489 |      307 |           0 |    1.20444  | 0.00779081 |
+| Spain            |       25374 |     1375 |        2125 |    5.41893  | 0.0543064  |
+| Germany          |       22213 |       84 |         233 |    0.378157 | 0.0267859  |
+| Iran             |       20610 |     1556 |        7635 |    7.54973  | 0.0251955  |
+| France           |       14431 |      562 |          12 |    3.89439  | 0.0215429  |
+| Korea, South     |        8799 |      102 |        1540 |    1.15922  | 0.0170407  |
+| Switzerland      |        6575 |       75 |          15 |    1.14068  | 0.0772027  |
+| United Kingdom   |        5067 |      234 |          67 |    4.61812  | 0.00762081 |
 
 ### 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/Confirmed_cases.csv b/data/raw/Confirmed_cases.csv
diff --git a/data/raw/Deaths_cases.csv b/data/raw/Deaths_cases.csv
diff --git a/data/raw/Recovered_cases.csv b/data/raw/Recovered_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/early_cases_conf_brazil.png b/figures/en/early_cases_conf_brazil.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/figures/pt/prim_casos_conf_brasil.png b/figures/pt/prim_casos_conf_brasil.png
diff --git a/get_data.ipynb b/get_data.ipynb
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -35,7 +35,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -80,7 +80,6 @@
        "      <th>1/26/20</th>\n",
        "      <th>1/27/20</th>\n",
        "      <th>...</th>\n",
-       "      <th>3/11/20</th>\n",
        "      <th>3/12/20</th>\n",
        "      <th>3/13/20</th>\n",
        "      <th>3/14/20</th>\n",
@@ -90,6 +89,7 @@
        "      <th>3/18/20</th>\n",
        "      <th>3/19/20</th>\n",
        "      <th>3/20/20</th>\n",
+       "      <th>3/21/20</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
@@ -106,7 +106,6 @@
        "      <td>8</td>\n",
        "      <td>8</td>\n",
        "      <td>...</td>\n",
-       "      <td>59</td>\n",
        "      <td>70</td>\n",
        "      <td>75</td>\n",
        "      <td>82</td>\n",
@@ -116,6 +115,7 @@
        "      <td>212</td>\n",
        "      <td>272</td>\n",
        "      <td>322</td>\n",
+       "      <td>411</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
@@ -131,7 +131,6 @@
        "      <td>4</td>\n",
        "      <td>...</td>\n",
        "      <td>639</td>\n",
-       "      <td>639</td>\n",
        "      <td>701</td>\n",
        "      <td>773</td>\n",
        "      <td>839</td>\n",
@@ -140,6 +139,7 @@
        "      <td>889</td>\n",
        "      <td>924</td>\n",
        "      <td>963</td>\n",
+       "      <td>1007</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
@@ -155,7 +155,6 @@
        "      <td>5</td>\n",
        "      <td>...</td>\n",
        "      <td>178</td>\n",
-       "      <td>178</td>\n",
        "      <td>200</td>\n",
        "      <td>212</td>\n",
        "      <td>226</td>\n",
@@ -164,6 +163,7 @@
        "      <td>313</td>\n",
        "      <td>345</td>\n",
        "      <td>385</td>\n",
+       "      <td>432</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
@@ -203,7 +203,6 @@
        "      <td>4</td>\n",
        "      <td>...</td>\n",
        "      <td>149</td>\n",
-       "      <td>149</td>\n",
        "      <td>197</td>\n",
        "      <td>238</td>\n",
        "      <td>428</td>\n",
@@ -212,10 +211,11 @@
        "      <td>790</td>\n",
        "      <td>900</td>\n",
        "      <td>1030</td>\n",
+       "      <td>1183</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>5 rows × 63 columns</p>\n",
+       "<p>5 rows × 64 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -226,24 +226,24 @@
        "3            NaN          Nepal  28.1667   84.2500        0        0        0   \n",
        "4            NaN       Malaysia   2.5000  112.5000        0        0        0   \n",
        "\n",
-       "   1/25/20  1/26/20  1/27/20  ...  3/11/20  3/12/20  3/13/20  3/14/20  \\\n",
-       "0        7        8        8  ...       59       70       75       82   \n",
-       "1        2        4        4  ...      639      639      701      773   \n",
-       "2        3        4        5  ...      178      178      200      212   \n",
+       "   1/25/20  1/26/20  1/27/20  ...  3/12/20  3/13/20  3/14/20  3/15/20  \\\n",
+       "0        7        8        8  ...       70       75       82      114   \n",
+       "1        2        4        4  ...      639      701      773      839   \n",
+       "2        3        4        5  ...      178      200      212      226   \n",
        "3        1        1        1  ...        1        1        1        1   \n",
-       "4        3        4        4  ...      149      149      197      238   \n",
+       "4        3        4        4  ...      149      197      238      428   \n",
        "\n",
-       "   3/15/20  3/16/20  3/17/20  3/18/20  3/19/20  3/20/20  \n",
-       "0      114      147      177      212      272      322  \n",
-       "1      839      825      878      889      924      963  \n",
-       "2      226      243      266      313      345      385  \n",
+       "   3/16/20  3/17/20  3/18/20  3/19/20  3/20/20  3/21/20  \n",
+       "0      147      177      212      272      322      411  \n",
+       "1      825      878      889      924      963     1007  \n",
+       "2      243      266      313      345      385      432  \n",
        "3        1        1        1        1        1        1  \n",
-       "4      428      566      673      790      900     1030  \n",
+       "4      566      673      790      900     1030     1183  \n",
        "\n",
-       "[5 rows x 63 columns]"
+       "[5 rows x 64 columns]"
       ]
      },
-     "execution_count": 27,
+     "execution_count": 31,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -279,7 +279,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 32,
    "metadata": {
     "scrolled": false
    },
@@ -391,7 +391,7 @@
        "4          0       0  "
       ]
      },
-     "execution_count": 28,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -420,7 +420,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [],
    "source": [