From 5c2e49d1dcc0b18e39a7cb1f7916e731eda45a09 Mon Sep 17 00:00:00 2001
From: franjsco <33671357+franjsco@users.noreply.github.com>
Date: Sun, 20 Dec 2020 16:19:21 +0100
Subject: [PATCH] Aggiornamento dataset (16/12/2020)
---
...lio_08Dic.csv => CovidDettaglio_16Dic.csv} | 8 ++
notebooks/01-dashboard.ipynb | 82 +++++++++----------
notebooks/02-analisi-7-giorni.ipynb | 12 +--
notebooks/03-analisi-15-giorni.ipynb | 12 +--
notebooks/04-analisi-30-giorni.ipynb | 12 +--
notebooks/05-analisi-3-mesi.ipynb | 12 +--
notebooks/06-analisi-6-mesi.ipynb | 12 +--
notebooks/pre_elaborazione_dati.ipynb | 8 +-
readme.md | 2 +-
9 files changed, 84 insertions(+), 76 deletions(-)
rename data/{CovidDettaglio_08Dic.csv => CovidDettaglio_16Dic.csv} (96%)
diff --git a/data/CovidDettaglio_08Dic.csv b/data/CovidDettaglio_16Dic.csv
similarity index 96%
rename from data/CovidDettaglio_08Dic.csv
rename to data/CovidDettaglio_16Dic.csv
index 21bc105..a9065d4 100644
--- a/data/CovidDettaglio_08Dic.csv
+++ b/data/CovidDettaglio_16Dic.csv
@@ -288,3 +288,11 @@
06/12/2020;Campania;40,83956555;14,25084984;1916;155;2071;99172;101243;-118;1552;62060;1990;0;0;165293;1696550;1153658
07/12/2020;Campania;40,83956555;14,25084984;1840;137;1977;98318;100295;-948;1060;64029;2029;0;0;166353;1708880;1163519
08/12/2020;Campania;40,83956555;14,25084984;1898;140;2038;96727;98765;-1530;1080;66604;2064;0;0;167433;1721240;1171162
+09/12/2020;Campania;40,83956555;14,25084984;1852;138;1990;95223;97213;-1552;1361;69473;2108;0;0;168794;1737112;1181198
+10/12/2020;Campania;40,83956555;14,25084984;1789;140;1929;94236;96165;-1048;1198;71662;2165;-;-;169992;1751218;1191200
+11/12/2020;Campania;40,83956555;14,25084984;1828;144;1972;92508;94480;-1685;1340;74624;2228;-;-;171332;1769241;1204721
+12/12/2020;Campania;40,83956555;14,25084984;1794;137;1931;92158;94089;-391;1414;76382;2275;-;-;172746;1788904;1215755
+13/12/2020;Campania;40,83956555;14,25084984;1804;134;1938;91322;93260;-829;1219;78395;2310;-;-;173965;1806223;1225787
+14/12/2020;Campania;40,83956555;14,25084984;1796;130;1926;90744;92670;-590;1088;80043;2340;-;-;175053;1821695;1237435
+15/12/2020;Campania;40,83956555;14,25084984;1720;123;1843;88399;90242;-2428;647;83068;2390;-;-;175700;1830136;1239599
+16/12/2020;Campania;40,83956555;14,25084984;1701;124;1825;86379;88204;-2038;900;85972;2424;;;176600;1844893;1246562
diff --git a/notebooks/01-dashboard.ipynb b/notebooks/01-dashboard.ipynb
index 562f78e..94961f1 100644
--- a/notebooks/01-dashboard.ipynb
+++ b/notebooks/01-dashboard.ipynb
@@ -23,7 +23,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -45,7 +45,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -81,15 +81,15 @@
" \n",
"
\n",
" \n",
- " 288 | \n",
- " 08/12/2020 | \n",
- " 12360.0 | \n",
- " 1080 | \n",
- " 8.7 | \n",
- " 61.0 | \n",
- " 3.0 | \n",
- " 35.0 | \n",
- " 2575.0 | \n",
+ " 296 | \n",
+ " 16/12/2020 | \n",
+ " 14757.0 | \n",
+ " 900 | \n",
+ " 6.1 | \n",
+ " -18.0 | \n",
+ " 1.0 | \n",
+ " 34.0 | \n",
+ " 2904.0 | \n",
"
\n",
" \n",
"\n",
@@ -97,16 +97,16 @@
],
"text/plain": [
" Data aggiornamento Tamponi giornalieri Nuovi positivi \\\n",
- "288 08/12/2020 12360.0 1080 \n",
+ "296 16/12/2020 14757.0 900 \n",
"\n",
" % Positivi/Tamponi Differenza ospedalizzati \\\n",
- "288 8.7 61.0 \n",
+ "296 6.1 -18.0 \n",
"\n",
" Differenza terapia intensiva Differenza deceduti Differenza guariti \n",
- "288 3.0 35.0 2575.0 "
+ "296 1.0 34.0 2904.0 "
]
},
- "execution_count": 9,
+ "execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@@ -126,7 +126,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -158,11 +158,11 @@
" \n",
" \n",
" \n",
- " 288 | \n",
- " 08/12/2020 | \n",
- " 98765 | \n",
- " 2038 | \n",
- " 140 | \n",
+ " 296 | \n",
+ " 16/12/2020 | \n",
+ " 88204 | \n",
+ " 1825 | \n",
+ " 124 | \n",
"
\n",
" \n",
"\n",
@@ -170,13 +170,13 @@
],
"text/plain": [
" Data aggiornamento Totale positivi Totale ospedalizzati \\\n",
- "288 08/12/2020 98765 2038 \n",
+ "296 16/12/2020 88204 1825 \n",
"\n",
" Terapia Intensiva \n",
- "288 140 "
+ "296 124 "
]
},
- "execution_count": 10,
+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@@ -187,7 +187,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -196,13 +196,13 @@
""
]
},
- "execution_count": 11,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
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