From b15718ec88e4ba471a2d3c4059218e946882d4d6 Mon Sep 17 00:00:00 2001
From: fordprefect <fordprefect@dukun.de>
Date: Mon, 21 Dec 2020 16:59:47 +0100
Subject: [PATCH] add a separate page for each country with information on
 testing and hospitalization, link these pages in the index. also required
 some fixing in the data aquisition

---
 .gitignore         |   2 +
 coronavis.py       |  16 +-
 country_details.py | 177 +++++++++++++++
 index.html         | 530 ++++++++++++++++++++++-----------------------
 4 files changed, 451 insertions(+), 274 deletions(-)
 create mode 100644 country_details.py

diff --git a/.gitignore b/.gitignore
index ca42f8f..9a578c6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,3 +2,5 @@
 *png
 *xz
 __pycache__
+img/*
+data/*
diff --git a/coronavis.py b/coronavis.py
index 129b0b6..adea930 100644
--- a/coronavis.py
+++ b/coronavis.py
@@ -40,7 +40,6 @@ metadata_fields = [
     "hospital_beds_per_thousand",
     "life_expectancy",
     "human_development_index",
-    "tests_units",
 ]
 
 ### manual data
@@ -128,6 +127,7 @@ def get_data():
             total_tests = tofloat(total_tests)
             positive_rate = tofloat(positive_rate)
             tests_per_case = tofloat(tests_per_case)
+            tests_units = tests_units
 
             if location not in data:
                 data[location] = []
@@ -138,7 +138,7 @@ def get_data():
                     new_cases, new_deaths, total_cases, total_deaths, total_vaccinations,
                     stringency_index, reproduction_rate, icu_patients, hosp_patients,
                     weekly_icu_admissions, weekly_hosp_admissions, new_tests,
-                    total_tests, positive_rate, tests_per_case,]
+                    total_tests, positive_rate, tests_per_case, tests_units,]
                     )
 
 
@@ -152,7 +152,6 @@ def get_data():
                     else:
                         if metadata[location][field] != row[n]:
                             print(f"{location}: {field} seems not to be a constant ({metadata[location][field]} vs {row[n]})")
-
     # reorganize data
     data2 = {}
     for loc in data:
@@ -167,8 +166,9 @@ def get_data():
         total_tests = []
         positive_rate = []
         tests_per_case = []
+        tests_units = []
         for entry in data[loc]:
-            t_, new_cases_, new_deaths_, total_cases_, total_deaths_, total_vaccinations_, stringency_index_, reproduction_rate_, icu_patients_, hosp_patients_, weekly_icu_admissions_, weekly_hosp_admissions_, new_tests_, total_tests_, positive_rate_, tests_per_case = entry
+            t_, new_cases_, new_deaths_, total_cases_, total_deaths_, total_vaccinations_, stringency_index_, reproduction_rate_, icu_patients_, hosp_patients_, weekly_icu_admissions_, weekly_hosp_admissions_, new_tests_, total_tests_, positive_rate_, tests_per_case_, tests_units_ = entry
 
             time.append(t_)
             new_cases.append(toint(new_cases_))
@@ -177,15 +177,16 @@ def get_data():
             total_deaths.append(toint(total_deaths_))
             total_vaccinations.append(toint(total_vaccinations_))
             stringency_index.append(toint(stringency_index_))
-            reproduction_rate.append(toint(reproduction_rate_))
+            reproduction_rate.append(reproduction_rate_)
             icu_patients.append(toint(icu_patients_))
             hosp_patients.append(toint(hosp_patients_))
             weekly_icu_admissions.append(toint(weekly_icu_admissions_))
             weekly_hosp_admissions.append(toint(weekly_hosp_admissions_))
             new_tests.append(toint(new_tests_))
             total_tests.append(toint(total_tests_))
-            positive_rate.append(toint(positive_rate_))
-            tests_per_case.append(toint(tests_per_case_))
+            positive_rate.append(positive_rate_)
+            tests_per_case.append(tests_per_case_)
+            tests_units.append(tests_units_)
         data2[loc] = {'time': time,
                     'new_cases': new_cases,
                     'new_deaths': new_deaths,
@@ -202,6 +203,7 @@ def get_data():
                     'total_tests': total_tests,
                     'positive_rate': positive_rate,
                     'tests_per_case': tests_per_case,
+                    'tests_units': tests_units,
         }
     return data2, metadata
 
diff --git a/country_details.py b/country_details.py
new file mode 100644
index 0000000..a212bf3
--- /dev/null
+++ b/country_details.py
@@ -0,0 +1,177 @@
+"""
+Plot detailed figures for each country
+"""
+import matplotlib.pyplot as pp
+from mpl_toolkits.axisartist.parasite_axes import HostAxes, ParasiteAxes
+import numpy as np
+import time as time_module
+import pickle
+import logging
+logging.getLogger().setLevel(logging.CRITICAL)
+import os
+
+def plot(data, countries, pop, **kwargs):
+    figsize = (10,5)
+
+    for loc in data:
+        if loc == "International":
+            continue
+        if loc == "World":
+            continue
+
+        path = "img/"+f"{loc}".replace(" ", "_").replace("'", "").replace("/", "")
+        
+        if not os.path.isdir(path):
+            os.mkdir(path)
+
+        if not os.path.isfile(path+"/index.html") or True: # TODO enable html file generation
+            with open(path+"/index.html", "w") as f:
+                f.write(f"""
+<html>
+<head>
+<meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
+<link rel="stylesheet" type="text/css" href="https://dukun.de/corona/style.css">
+<link rel="icon" type="image/vnd.microsoft.icon" href="favicon.ico">
+<meta name="robots" content="noindex,nofollow" />
+<title>CoVid19 in {loc}</title>
+</head>
+<body class=box>
+<div class=head>
+<h3>Details zu {loc}</h3>
+</div>
+<a href=https://dukun.de/corona>Zurück</a><br><br>
+
+<details open><summary><h4>Landesspezifische Kennzahlen</h4></summary>
+<table>
+ <tr><td>ISO Code</td><td>{metadata[loc]["iso_code"]}</td></tr>
+ <tr><td>Continent</td><td>{metadata[loc]["continent"]}</td></tr>
+ <tr><td>Country name</td><td>{metadata[loc]["location"]}</td></tr>
+ <tr><td>Population</td><td>{metadata[loc]["population"]}</td></tr>
+ <tr><td>Population density</td><td>{metadata[loc]["population_density"]}</td></tr>
+ <tr><td>Median age</td><td>{metadata[loc]["median_age"]}</td></tr>
+ <tr><td>% older than 65</td><td>{metadata[loc]["aged_65_older"]}</td></tr>
+ <tr><td>% older than 70</td><td>{metadata[loc]["aged_70_older"]}</td></tr>
+ <tr><td>GDP per capita</td><td>{metadata[loc]["gdp_per_capita"]}</td></tr>
+ <tr><td>Extreme poverty</td><td>{metadata[loc]["extreme_poverty"]}</td></tr>
+ <tr><td>Cardiovascular death rate</td><td>{metadata[loc]["cardiovasc_death_rate"]}</td></tr>
+ <tr><td>Diabetes prevalence</td><td>{metadata[loc]["diabetes_prevalence"]}</td></tr>
+ <tr><td>female smokers (%)</td><td>{metadata[loc]["female_smokers"]}</td></tr>
+ <tr><td>male smokers (%)</td><td>{metadata[loc]["male_smokers"]}</td></tr>
+ <tr><td>Handwashing facilities</td><td>{metadata[loc]["handwashing_facilities"]}</td></tr>
+ <tr><td>hospital beds per thousand inhabitants</td><td>{metadata[loc]["hospital_beds_per_thousand"]}</td></tr>
+ <tr><td>life expectancy</td><td>{metadata[loc]["life_expectancy"]}</td></tr>
+ <tr><td>human development index</td><td>{metadata[loc]["human_development_index"]}</td></tr>
+</table>
+</details>
+
+<details open><summary>Übersicht</summary><img src=https://dukun.de/corona/img/ac_all_{loc}.png /></details>
+<details open><summary>Krankenhaussituation</summary><img src=https://dukun.de/corona/{path}/hospitals.png /></details>
+<details open><summary>Testsituation</summary><img src=https://dukun.de/corona/{path}/tests.png /></details>
+
+<br><br>
+<a href=https://dukun.de/corona>Zurück</a><br>
+</div>
+<div class=foot>
+Ein Infoservice von <a href=dukun.de>dukun.de</a>; Anregungen gern <a href="mailto:&#099;&#111;&#114;&#111;&#110;&#097;&#105;&#110;&#112;&#117;&#116;&#064;&#100;&#117;&#107;&#117;&#110;&#046;&#100;&#101;">per Mail</a>; Proudly made with Python, Matplotlib, Numpy
+</div>
+</body>
+</html>""")
+
+        # extract data
+        time = data[loc]['time']
+        new_cases = data[loc]['new_cases']
+        new_deaths = data[loc]['new_deaths']
+        total_cases = data[loc]['total_cases']
+        total_deaths = data[loc]['total_deaths']
+        total_vaccinations = data[loc]['total_vaccinations']
+        stringency_index = data[loc]['stringency_index']
+        reproduction_rate = data[loc]['reproduction_rate']
+        icu_patients = data[loc]['icu_patients']
+        hosp_patients = data[loc]['hosp_patients']
+        weekly_icu_admissions = data[loc]['weekly_icu_admissions']
+        weekly_hosp_admissions = data[loc]['weekly_hosp_admissions']
+        new_tests = data[loc]['new_tests']
+        total_tests = data[loc]['total_tests']
+        positive_rate = data[loc]['positive_rate']
+        tests_per_case = data[loc]['tests_per_case']
+        tests_units = data[loc]['tests_units']
+
+        # plots
+
+        ############### hospital occupation
+        if True:
+            fig, ax1 = pp.subplots(num=loc+"_hospitalization", figsize=figsize)
+            ax2 = ax1.twinx()
+
+            icu_map = ~np.isnan(weekly_icu_admissions)
+            hosp_map = ~np.isnan(weekly_hosp_admissions)
+
+            if not np.isnan(icu_patients).all() :
+                ax2.plot(time, icu_patients, color="blue", label="ICU patients")
+            if not np.isnan(hosp_patients).all() :
+                ax2.plot(time, hosp_patients, color="green", label="Hospitalized patients")
+            if not np.isnan(weekly_icu_admissions).all() :
+                ax1.plot(np.array(time)[icu_map], np.array(weekly_icu_admissions)[icu_map], color="blue", linestyle="--", label="weekly ICU admissions")
+            if not np.isnan(weekly_hosp_admissions).all() :
+                ax1.plot(np.array(time)[hosp_map], np.array(weekly_hosp_admissions)[hosp_map], color="green", linestyle="--", label="weekly hospital admissions")
+            
+            axbounds = ax2.axis()
+
+            if metadata[loc]["hospital_beds_per_thousand"] == "" or metadata[loc]["population"] == "":
+                pass
+            else:
+                hospital_beds = float(metadata[loc]["hospital_beds_per_thousand"]) * float(metadata[loc]["population"]) / 1000
+                ax2.plot([axbounds[0], axbounds[1]], [hospital_beds]*2, color="k", label=f"total hospital beds: {hospital_beds:1.0f}")
+
+            ax2.axis(axbounds)
+
+            ax1.set_ylabel("admissions")
+            ax2.set_ylabel("patients")
+            fig.legend(frameon=False, loc="upper left", bbox_to_anchor=(0,1), bbox_transform=ax1.transAxes)
+            ax1.set_title(f"Hospital situation in {loc}")
+            
+            pp.text(0.002,0.005, f"plot generated {time_module.strftime('%Y-%m-%d %H:%M')}, CC-by-sa-nc, origin: dukun.de/corona, datasource: ourworldindata.org/coronavirus-source-data", color="dimgrey", fontsize=8, transform=fig.transFigure)
+            pp.savefig(path+"/hospitals.png")
+            pp.close(fig)
+    
+        ############## test situation
+        if True:
+            fig, ax1 = pp.subplots(num=loc+"_tests", figsize=figsize)
+            ax2 = ax1.twinx()
+
+            if set(tests_units) == {''}:
+                testunit = "unknown"
+            elif len(set(tests_units).difference({''})) == 1:
+                testunit = set(tests_units).difference({''}) .pop()
+            else:
+                testunit = "changing"
+                print(loc, set(tests_units))
+            
+            if np.isnan(new_tests).all() and not np.isnan(total_tests).all():
+                ttest_map = ~np.isnan(total_tests)
+                total_tests = np.array(total_tests)
+                new_tests = (total_tests[ttest_map][1:] - total_tests[ttest_map][:-1])/7.
+                ax1.plot(np.array(time)[ttest_map][1:], new_tests, color="blue", linestyle="-", linewidth=2, label="new tests")
+
+            elif not np.isnan(new_tests).all() :
+                ntest_map = ~np.isnan(new_tests)
+                ax1.plot(np.array(time)[ntest_map], np.array(new_tests)[ntest_map]/7, color="grey", linestyle="--", label="new tests")
+                ax1.plot(np.array(time)[ntest_map][3:-3], np.convolve(np.array(new_tests)[ntest_map], np.ones((7,))/7, mode="valid")/7, color="blue", linewidth=2, label="new tests 7day mean")
+            if not np.isnan(positive_rate).all():
+                prate_map = ~np.isnan(positive_rate)
+                ax2.plot(np.array(time)[prate_map], np.array(positive_rate)[prate_map]*100, color="black", linestyle="-", linewidth=2, label="positive rate (%)")
+            
+            ax1.set_ylabel(f"tests (unit: {testunit})")
+            ax2.set_ylabel("positive rate")
+            fig.legend(frameon=False, loc="upper left", bbox_to_anchor=(0,1), bbox_transform=ax1.transAxes)
+            ax1.set_title(f"Test situation in {loc}")
+            
+            pp.text(0.002,0.005, f"plot generated {time_module.strftime('%Y-%m-%d %H:%M')}, CC-by-sa-nc, origin: dukun.de/corona, datasource: ourworldindata.org/coronavirus-source-data", color="dimgrey", fontsize=8, transform=fig.transFigure)
+            pp.savefig(path+"/tests.png")
+            pp.close(fig)
+
+if __name__ == "__main__":
+    import pickle
+    with open("20201221-data-metadata.dmp", "rb") as f:
+        data, metadata = pickle.load(f)
+    plot(data, [], {}, metadata=metadata)
diff --git a/index.html b/index.html
index d968f75..2b53ba6 100644
--- a/index.html
+++ b/index.html
@@ -29,28 +29,6 @@ Von den extrem reichhaltigen Daten dort verarbeite ich nur die Zahl der Neufäll
 <br><br>
 Aktuelle Daten aus Deutschland mit vielen Hintergründen finden sich im <a href="https://www.rki.de/DE/Content/InfAZ/N/Neuartiges_Coronavirus/Situationsberichte/Gesamt.html">Lagebericht des RKI</a>.
 
-<details>
-<summary><h2>Basics</h2></summary>
-    <details open>
-    <summary>Absolute Fälle</summary>
-    <img src=img/total_cases.png />
-    </details>
-
-    <details open><summary>Neue Fälle</summary>
-    <img src=img/new_cases.png />
-    </details>
-
-    <details open>
-    <summary>Absolute Todesfälle</summary>
-    <img src=img/total_deaths.png />
-    </details>
-
-    <details open>
-    <summary>Neue Todesfälle</summary>
-    <img src=img/new_deaths.png />
-    </details>
-</details>
-<br>
 
 <details open>
 <summary><h2>Ausgewählte Länder</h2></summary>
@@ -70,44 +48,44 @@ Di Plots werden immer komplexer, daher hier eine kurze Zusammenfassung der sicht
 <br>
     <details open>
     <summary>Deutschland und europäische Nachbarn</summary>
-        <details open><summary>Germany</summary><img src=img/ac_all_Germany.png /></details>
-        <details open><summary>Austria</summary><img src=img/ac_all_Austria.png /></details>
-        <details open><summary>Belgium</summary><img src=img/ac_all_Belgium.png /></details>
-        <details open><summary>Czech Republic</summary><img src=img/ac_all_Czechia.png /></details>
-        <details open><summary>Denmark</summary><img src=img/ac_all_Denmark.png /></details>
-        <details open><summary>France</summary><img src=img/ac_all_France.png /></details>
-        <details open><summary>Italy</summary><img src=img/ac_all_Italy.png /></details>
-        <details open><summary>Liechtenstein</summary><img src=img/ac_all_Liechtenstein.png /></details>
-        <details open><summary>Luxembourg</summary><img src=img/ac_all_Luxembourg.png /></details>
-        <details open><summary>Netherlands</summary><img src=img/ac_all_Netherlands.png /></details>
-        <details open><summary>Norway</summary><img src=img/ac_all_Norway.png /></details>
-        <details open><summary>Poland</summary><img src=img/ac_all_Poland.png /></details>
-        <details open><summary>Russia</summary><img src=img/ac_all_Russia.png /></details>
-        <details open><summary>Spain</summary><img src=img/ac_all_Spain.png /></details>
-        <details open><summary>Sweden</summary><img src=img/ac_all_Sweden.png /></details>
-        <details open><summary>Switzerland</summary><img src=img/ac_all_Switzerland.png /></details>
+        <details open><summary><a href=img/Germany>Germany</a></summary><img src=img/ac_all_Germany.png /></details>
+        <details open><summary><a href=img/Austria>Austria</a></summary><img src=img/ac_all_Austria.png /></details>
+        <details open><summary><a href=img/Belgium>Belgium</a></summary><img src=img/ac_all_Belgium.png /></details>
+        <details open><summary><a href=img/Czechia>Czech Republic</a></summary><img src=img/ac_all_Czechia.png /></details>
+        <details open><summary><a href=img/Denmark>Denmark</a></summary><img src=img/ac_all_Denmark.png /></details>
+        <details open><summary><a href=img/France>France</a></summary><img src=img/ac_all_France.png /></details>
+        <details open><summary><a href=img/Italy>Italy</a></summary><img src=img/ac_all_Italy.png /></details>
+        <details open><summary><a href=img/Liechtenstein>Liechtenstein</a></summary><img src=img/ac_all_Liechtenstein.png /></details>
+        <details open><summary><a href=img/Luxembourg>Luxembourg</a></summary><img src=img/ac_all_Luxembourg.png /></details>
+        <details open><summary><a href=img/Netherlands>Netherlands</a></summary><img src=img/ac_all_Netherlands.png /></details>
+        <details open><summary><a href=img/Norway>Norway</a></summary><img src=img/ac_all_Norway.png /></details>
+        <details open><summary><a href=img/Poland>Poland</a></summary><img src=img/ac_all_Poland.png /></details>
+        <details open><summary><a href=img/Russia>Russia</a></summary><img src=img/ac_all_Russia.png /></details>
+        <details open><summary><a href=img/Spain>Spain</a></summary><img src=img/ac_all_Spain.png /></details>
+        <details open><summary><a href=img/Sweden>Sweden</a></summary><img src=img/ac_all_Sweden.png /></details>
+        <details open><summary><a href=img/Switzerland>Switzerland</a></summary><img src=img/ac_all_Switzerland.png /></details>
     </details>
 
-    <details open><summary>Argentina</summary><img src=img/ac_all_Argentina.png /></details>
-    <details open><summary>Australia</summary><img src=img/ac_all_Australia.png /></details>
-    <details open><summary>Bolivia</summary><img src=img/ac_all_Bolivia.png /></details>
-    <details open><summary>Brazil</summary><img src=img/ac_all_Brazil.png /></details>
-    <details open><summary>Canada</summary><img src=img/ac_all_Canada.png /></details>
-    <details open><summary>Chile</summary><img src=img/ac_all_Chile.png /></details>
-    <details open><summary>China</summary><img src=img/ac_all_China.png /></details>
-    <details open><summary>Ecuador</summary><img src=img/ac_all_Ecuador.png /></details>
-    <details open><summary>India</summary><img src=img/ac_all_India.png /></details>
-    <details open><summary>Indonesia</summary><img src=img/ac_all_Indonesia.png /></details>
-    <details open><summary>Iran</summary><img src=img/ac_all_Iran.png /></details>
-    <details open><summary>Israel</summary><img src=img/ac_all_Israel.png /></details>
-    <details open><summary>Japan</summary><img src=img/ac_all_Japan.png /></details>
-    <details open><summary>New Zealand</summary><img src=img/ac_all_New%20Zealand.png /></details>
-    <details open><summary>Nigeria</summary><img src=img/ac_all_Nigeria.png /></details>
-    <details open><summary>Singapore</summary><img src=img/ac_all_Singapore.png /></details>
-    <details open><summary>South Korea</summary><img src=img/ac_all_South%20Korea.png /></details>
-    <details open><summary>Turkey</summary><img src=img/ac_all_Turkey.png /></details>
-    <details open><summary>United Kingdom</summary><img src=img/ac_all_United%20Kingdom.png /></details>
-    <details open><summary>United States</summary><img src=img/ac_all_United%20States.png /></details>
+    <details open><summary><a href=img/Argentina>Argentina</a></summary><img src=img/ac_all_Argentina.png /></details>
+    <details open><summary><a href=img/Australia>Australia</a></summary><img src=img/ac_all_Australia.png /></details>
+    <details open><summary><a href=img/Bolivia>Bolivia</a></summary><img src=img/ac_all_Bolivia.png /></details>
+    <details open><summary><a href=img/Brazil>Brazil</a></summary><img src=img/ac_all_Brazil.png /></details>
+    <details open><summary><a href=img/Canada>Canada</a></summary><img src=img/ac_all_Canada.png /></details>
+    <details open><summary><a href=img/Chile>Chile</a></summary><img src=img/ac_all_Chile.png /></details>
+    <details open><summary><a href=img/China>China</a></summary><img src=img/ac_all_China.png /></details>
+    <details open><summary><a href=img/Ecuador>Ecuador</a></summary><img src=img/ac_all_Ecuador.png /></details>
+    <details open><summary><a href=img/India>India</a></summary><img src=img/ac_all_India.png /></details>
+    <details open><summary><a href=img/Indonesia>Indonesia</a></summary><img src=img/ac_all_Indonesia.png /></details>
+    <details open><summary><a href=img/Iran>Iran</a></summary><img src=img/ac_all_Iran.png /></details>
+    <details open><summary><a href=img/Israel>Israel</a></summary><img src=img/ac_all_Israel.png /></details>
+    <details open><summary><a href=img/Japan>Japan</a></summary><img src=img/ac_all_Japan.png /></details>
+    <details open><summary><a href=img/New_Zealand>New Zealand</a></summary><img src=img/ac_all_New%20Zealand.png /></details>
+    <details open><summary><a href=img/Nigeria>Nigeria</a></summary><img src=img/ac_all_Nigeria.png /></details>
+    <details open><summary><a href=img/Singapore>Singapore</a></summary><img src=img/ac_all_Singapore.png /></details>
+    <details open><summary><a href=img/South_Korea>South Korea</a></summary><img src=img/ac_all_South%20Korea.png /></details>
+    <details open><summary><a href=img/Turkey>Turkey</a></summary><img src=img/ac_all_Turkey.png /></details>
+    <details open><summary><a href=img/United_Kingdom>United Kingdom</a></summary><img src=img/ac_all_United%20Kingdom.png /></details>
+    <details open><summary><a href=img/United_States>United States</a></summary><img src=img/ac_all_United%20States.png /></details>
     <details open><summary>World</summary><img src=img/ac_all_World.png /></details>
 </details>
 
@@ -116,216 +94,215 @@ Di Plots werden immer komplexer, daher hier eine kurze Zusammenfassung der sicht
 
     <b>Achtung! Die Datenqualität variiert zwischen den Ländern enorm, damit sind einzelne Länder auch nur schwer miteinander zu vergleichen!</b>
     <br>
-    <details open><summary>Afghanistan</summary><img src=img/ac_all_Afghanistan.png /></details>
-    <details open><summary>Albania</summary><img src=img/ac_all_Albania.png /></details>
-    <details open><summary>Algeria</summary><img src=img/ac_all_Algeria.png /></details>
-    <details open><summary>Andorra</summary><img src=img/ac_all_Andorra.png /></details>
-    <details open><summary>Angola</summary><img src=img/ac_all_Angola.png /></details>
-    <details open><summary>Anguilla</summary><img src=img/ac_all_Anguilla.png /></details>
-    <details open><summary>Antigua and Barbuda</summary><img src=img/ac_all_Antigua%20and%20Barbuda.png /></details>
-    <details open><summary>Argentina</summary><img src=img/ac_all_Argentina.png /></details>
-    <details open><summary>Armenia</summary><img src=img/ac_all_Armenia.png /></details>
-    <details open><summary>Aruba</summary><img src=img/ac_all_Aruba.png /></details>
-    <details open><summary>Australia</summary><img src=img/ac_all_Australia.png /></details>
-    <details open><summary>Austria</summary><img src=img/ac_all_Austria.png /></details>
-    <details open><summary>Azerbaijan</summary><img src=img/ac_all_Azerbaijan.png /></details>
-    <details open><summary>Bahamas</summary><img src=img/ac_all_Bahamas.png /></details>
-    <details open><summary>Bahrain</summary><img src=img/ac_all_Bahrain.png /></details>
-    <details open><summary>Bangladesh</summary><img src=img/ac_all_Bangladesh.png /></details>
-    <details open><summary>Barbados</summary><img src=img/ac_all_Barbados.png /></details>
-    <details open><summary>Belarus</summary><img src=img/ac_all_Belarus.png /></details>
-    <details open><summary>Belgium</summary><img src=img/ac_all_Belgium.png /></details>
-    <details open><summary>Belize</summary><img src=img/ac_all_Belize.png /></details>
-    <details open><summary>Benin</summary><img src=img/ac_all_Benin.png /></details>
-    <details open><summary>Bermuda</summary><img src=img/ac_all_Bermuda.png /></details>
-    <details open><summary>Bhutan</summary><img src=img/ac_all_Bhutan.png /></details>
-    <details open><summary>Bolivia</summary><img src=img/ac_all_Bolivia.png /></details>
-    <details open><summary>Bonaire Sint Eustatius and Saba</summary><img src=img/ac_all_Bonaire%20Sint%20Eustatius%20and%20Saba.png /></details>
-    <details open><summary>Bosnia and Herzegovina</summary><img src=img/ac_all_Bosnia%20and%20Herzegovina.png /></details>
-    <details open><summary>Botswana</summary><img src=img/ac_all_Botswana.png /></details>
-    <details open><summary>Brazil</summary><img src=img/ac_all_Brazil.png /></details>
-    <details open><summary>British Virgin Islands</summary><img src=img/ac_all_British%20Virgin%20Islands.png /></details>
-    <details open><summary>Brunei</summary><img src=img/ac_all_Brunei.png /></details>
-    <details open><summary>Bulgaria</summary><img src=img/ac_all_Bulgaria.png /></details>
-    <details open><summary>Burkina Faso</summary><img src=img/ac_all_Burkina%20Faso.png /></details>
-    <details open><summary>Burundi</summary><img src=img/ac_all_Burundi.png /></details>
-    <details open><summary>Cambodia</summary><img src=img/ac_all_Cambodia.png /></details>
-    <details open><summary>Cameroon</summary><img src=img/ac_all_Cameroon.png /></details>
-    <details open><summary>Canada</summary><img src=img/ac_all_Canada.png /></details>
-    <details open><summary>Cape Verde</summary><img src=img/ac_all_Cape%20Verde.png /></details>
-    <details open><summary>Cayman Islands</summary><img src=img/ac_all_Cayman%20Islands.png /></details>
-    <details open><summary>Central African Republic</summary><img src=img/ac_all_Central%20African%20Republic.png /></details>
-    <details open><summary>Chad</summary><img src=img/ac_all_Chad.png /></details>
-    <details open><summary>Chile</summary><img src=img/ac_all_Chile.png /></details>
-    <details open><summary>China</summary><img src=img/ac_all_China.png /></details>
-    <details open><summary>Colombia</summary><img src=img/ac_all_Colombia.png /></details>
-    <details open><summary>Comoros</summary><img src=img/ac_all_Comoros.png /></details>
-    <details open><summary>Congo</summary><img src=img/ac_all_Congo.png /></details>
-    <details open><summary>Costa Rica</summary><img src=img/ac_all_Costa%20Rica.png /></details>
-    <details open><summary>Croatia</summary><img src=img/ac_all_Croatia.png /></details>
-    <details open><summary>Cuba</summary><img src=img/ac_all_Cuba.png /></details>
-    <details open><summary>Curacao</summary><img src=img/ac_all_Curacao.png /></details>
-    <details open><summary>Cyprus</summary><img src=img/ac_all_Cyprus.png /></details>
-    <details open><summary>Czech Republic</summary><img src=img/ac_all_Czechia.png /></details>
-    <details open><summary>Democratic Republic of Congo</summary><img src=img/ac_all_Democratic%20Republic%20of%20Congo.png /></details>
-    <details open><summary>Denmark</summary><img src=img/ac_all_Denmark.png /></details>
-    <details open><summary>Djibouti</summary><img src=img/ac_all_Djibouti.png /></details>
-    <details open><summary>Dominican Republic</summary><img src=img/ac_all_Dominican%20Republic.png /></details>
-    <details open><summary>Dominica</summary><img src=img/ac_all_Dominica.png /></details>
-    <details open><summary>Ecuador</summary><img src=img/ac_all_Ecuador.png /></details>
-    <details open><summary>Egypt</summary><img src=img/ac_all_Egypt.png /></details>
-    <details open><summary>El Salvador</summary><img src=img/ac_all_El%20Salvador.png /></details>
-    <details open><summary>Equatorial Guinea</summary><img src=img/ac_all_Equatorial%20Guinea.png /></details>
-    <details open><summary>Eritrea</summary><img src=img/ac_all_Eritrea.png /></details>
-    <details open><summary>Estonia</summary><img src=img/ac_all_Estonia.png /></details>
-    <details open><summary>Ethiopia</summary><img src=img/ac_all_Ethiopia.png /></details>
-    <details open><summary>Faeroe Islands</summary><img src=img/ac_all_Faeroe%20Islands.png /></details>
-    <details open><summary>Falkland Islands</summary><img src=img/ac_all_Falkland%20Islands.png /></details>
-    <details open><summary>Fiji</summary><img src=img/ac_all_Fiji.png /></details>
-    <details open><summary>Finland</summary><img src=img/ac_all_Finland.png /></details>
-    <details open><summary>France</summary><img src=img/ac_all_France.png /></details>
-    <details open><summary>French Polynesia</summary><img src=img/ac_all_French%20Polynesia.png /></details>
-    <details open><summary>Gabon</summary><img src=img/ac_all_Gabon.png /></details>
-    <details open><summary>Gambia</summary><img src=img/ac_all_Gambia.png /></details>
-    <details open><summary>Georgia</summary><img src=img/ac_all_Georgia.png /></details>
-    <details open><summary>Germany</summary><img src=img/ac_all_Germany.png /></details>
-    <details open><summary>Ghana</summary><img src=img/ac_all_Ghana.png /></details>
-    <details open><summary>Gibraltar</summary><img src=img/ac_all_Gibraltar.png /></details>
-    <details open><summary>Greece</summary><img src=img/ac_all_Greece.png /></details>
-    <details open><summary>Greenland</summary><img src=img/ac_all_Greenland.png /></details>
-    <details open><summary>Grenada</summary><img src=img/ac_all_Grenada.png /></details>
-    <details open><summary>Guam</summary><img src=img/ac_all_Guam.png /></details>
-    <details open><summary>Guatemala</summary><img src=img/ac_all_Guatemala.png /></details>
-    <details open><summary>Guernsey</summary><img src=img/ac_all_Guernsey.png /></details>
-    <details open><summary>Guinea-Bissau</summary><img src=img/ac_all_Guinea-Bissau.png /></details>
-    <details open><summary>Guinea</summary><img src=img/ac_all_Guinea.png /></details>
-    <details open><summary>Guyana</summary><img src=img/ac_all_Guyana.png /></details>
-    <details open><summary>Haiti</summary><img src=img/ac_all_Haiti.png /></details>
-    <details open><summary>Honduras</summary><img src=img/ac_all_Honduras.png /></details>
-    <details open><summary>Hungary</summary><img src=img/ac_all_Hungary.png /></details>
-    <details open><summary>Iceland</summary><img src=img/ac_all_Iceland.png /></details>
-    <details open><summary>India</summary><img src=img/ac_all_India.png /></details>
-    <details open><summary>Indonesia</summary><img src=img/ac_all_Indonesia.png /></details>
-    <!--details open><summary>International</summary><img src=img/ac_all_International.png /></details-->
-    <details open><summary>Iran</summary><img src=img/ac_all_Iran.png /></details>
-    <details open><summary>Iraq</summary><img src=img/ac_all_Iraq.png /></details>
-    <details open><summary>Ireland</summary><img src=img/ac_all_Ireland.png /></details>
-    <details open><summary>Isle of Man</summary><img src=img/ac_all_Isle%20of%20Man.png /></details>
-    <details open><summary>Israel</summary><img src=img/ac_all_Israel.png /></details>
-    <details open><summary>Italy</summary><img src=img/ac_all_Italy.png /></details>
-    <details open><summary>Jamaica</summary><img src=img/ac_all_Jamaica.png /></details>
-    <details open><summary>Japan</summary><img src=img/ac_all_Japan.png /></details>
-    <details open><summary>Jersey</summary><img src=img/ac_all_Jersey.png /></details>
-    <details open><summary>Jordan</summary><img src=img/ac_all_Jordan.png /></details>
-    <details open><summary>Kazakhstan</summary><img src=img/ac_all_Kazakhstan.png /></details>
-    <details open><summary>Kenya</summary><img src=img/ac_all_Kenya.png /></details>
-    <details open><summary>Kosovo</summary><img src=img/ac_all_Kosovo.png /></details>
-    <details open><summary>Kuwait</summary><img src=img/ac_all_Kuwait.png /></details>
-    <details open><summary>Kyrgyzstan</summary><img src=img/ac_all_Kyrgyzstan.png /></details>
-    <details open><summary>Laos</summary><img src=img/ac_all_Laos.png /></details>
-    <details open><summary>Latvia</summary><img src=img/ac_all_Latvia.png /></details>
-    <details open><summary>Lebanon</summary><img src=img/ac_all_Lebanon.png /></details>
-    <details open><summary>Lesotho</summary><img src=img/ac_all_Lesotho.png /></details>
-    <details open><summary>Liberia</summary><img src=img/ac_all_Liberia.png /></details>
-    <details open><summary>Libya</summary><img src=img/ac_all_Libya.png /></details>
-    <details open><summary>Liechtenstein</summary><img src=img/ac_all_Liechtenstein.png /></details>
-    <details open><summary>Lithuania</summary><img src=img/ac_all_Lithuania.png /></details>
-    <details open><summary>Luxembourg</summary><img src=img/ac_all_Luxembourg.png /></details>
-    <details open><summary>North Macedonia</summary><img src=img/ac_all_North%20Macedonia.png /></details>
-    <details open><summary>Madagascar</summary><img src=img/ac_all_Madagascar.png /></details>
-    <details open><summary>Malawi</summary><img src=img/ac_all_Malawi.png /></details>
-    <details open><summary>Malaysia</summary><img src=img/ac_all_Malaysia.png /></details>
-    <details open><summary>Maldives</summary><img src=img/ac_all_Maldives.png /></details>
-    <details open><summary>Mali</summary><img src=img/ac_all_Mali.png /></details>
-    <details open><summary>Malta</summary><img src=img/ac_all_Malta.png /></details>
-    <details open><summary>Mauritania</summary><img src=img/ac_all_Mauritania.png /></details>
-    <details open><summary>Mauritius</summary><img src=img/ac_all_Mauritius.png /></details>
-    <details open><summary>Mexico</summary><img src=img/ac_all_Mexico.png /></details>
-    <details open><summary>Moldova</summary><img src=img/ac_all_Moldova.png /></details>
-    <details open><summary>Monaco</summary><img src=img/ac_all_Monaco.png /></details>
-    <details open><summary>Mongolia</summary><img src=img/ac_all_Mongolia.png /></details>
-    <details open><summary>Montenegro</summary><img src=img/ac_all_Montenegro.png /></details>
-    <details open><summary>Montserrat</summary><img src=img/ac_all_Montserrat.png /></details>
-    <details open><summary>Morocco</summary><img src=img/ac_all_Morocco.png /></details>
-    <details open><summary>Mozambique</summary><img src=img/ac_all_Mozambique.png /></details>
-    <details open><summary>Myanmar</summary><img src=img/ac_all_Myanmar.png /></details>
-    <details open><summary>Namibia</summary><img src=img/ac_all_Namibia.png /></details>
-    <details open><summary>Nepal</summary><img src=img/ac_all_Nepal.png /></details>
-    <details open><summary>Netherlands</summary><img src=img/ac_all_Netherlands.png /></details>
-    <details open><summary>New Caledonia</summary><img src=img/ac_all_New%20Caledonia.png /></details>
-    <details open><summary>New Zealand</summary><img src=img/ac_all_New%20Zealand.png /></details>
-    <details open><summary>Nicaragua</summary><img src=img/ac_all_Nicaragua.png /></details>
-    <details open><summary>Nigeria</summary><img src=img/ac_all_Nigeria.png /></details>
-    <details open><summary>Niger</summary><img src=img/ac_all_Niger.png /></details>
-    <details open><summary>Northern Mariana Islands</summary><img src=img/ac_all_Northern%20Mariana%20Islands.png /></details>
-    <details open><summary>Norway</summary><img src=img/ac_all_Norway.png /></details>
-    <details open><summary>Oman</summary><img src=img/ac_all_Oman.png /></details>
-    <details open><summary>Pakistan</summary><img src=img/ac_all_Pakistan.png /></details>
-    <details open><summary>Palestine</summary><img src=img/ac_all_Palestine.png /></details>
-    <details open><summary>Panama</summary><img src=img/ac_all_Panama.png /></details>
-    <details open><summary>Papua New Guinea</summary><img src=img/ac_all_Papua%20New%20Guinea.png /></details>
-    <details open><summary>Paraguay</summary><img src=img/ac_all_Paraguay.png /></details>
-    <details open><summary>Peru</summary><img src=img/ac_all_Peru.png /></details>
-    <details open><summary>Philippines</summary><img src=img/ac_all_Philippines.png /></details>
-    <details open><summary>Poland</summary><img src=img/ac_all_Poland.png /></details>
-    <details open><summary>Portugal</summary><img src=img/ac_all_Portugal.png /></details>
-    <details open><summary>Puerto Rico</summary><img src=img/ac_all_Puerto%20Rico.png /></details>
-    <details open><summary>Qatar</summary><img src=img/ac_all_Qatar.png /></details>
-    <details open><summary>Romania</summary><img src=img/ac_all_Romania.png /></details>
-    <details open><summary>Russia</summary><img src=img/ac_all_Russia.png /></details>
-    <details open><summary>Rwanda</summary><img src=img/ac_all_Rwanda.png /></details>
-    <details open><summary>Saint Kitts and Nevis</summary><img src=img/ac_all_Saint%20Kitts%20and%20Nevis.png /></details>
-    <details open><summary>Saint Lucia</summary><img src=img/ac_all_Saint%20Lucia.png /></details>
-    <details open><summary>Saint Vincent and the Grenadines</summary><img src=img/ac_all_Saint%20Vincent%20and%20the%20Grenadines.png /></details>
-    <details open><summary>San Marino</summary><img src=img/ac_all_San%20Marino.png /></details>
-    <details open><summary>Sao Tome and Principe</summary><img src=img/ac_all_Sao%20Tome%20and%20Principe.png /></details>
-    <details open><summary>Saudi Arabia</summary><img src=img/ac_all_Saudi%20Arabia.png /></details>
-    <details open><summary>Senegal</summary><img src=img/ac_all_Senegal.png /></details>
-    <details open><summary>Serbia</summary><img src=img/ac_all_Serbia.png /></details>
-    <details open><summary>Seychelles</summary><img src=img/ac_all_Seychelles.png /></details>
-    <details open><summary>Sierra Leone</summary><img src=img/ac_all_Sierra%20Leone.png /></details>
-    <details open><summary>Singapore</summary><img src=img/ac_all_Singapore.png /></details>
-    <details open><summary>Sint Maarten (Dutch part)</summary><img src=img/ac_all_Sint%20Maarten%20(Dutch%20part).png /></details>
-    <details open><summary>Slovakia</summary><img src=img/ac_all_Slovakia.png /></details>
-    <details open><summary>Slovenia</summary><img src=img/ac_all_Slovenia.png /></details>
-    <details open><summary>Somalia</summary><img src=img/ac_all_Somalia.png /></details>
-    <details open><summary>South Africa</summary><img src=img/ac_all_South%20Africa.png /></details>
-    <details open><summary>South Korea</summary><img src=img/ac_all_South%20Korea.png /></details>
-    <details open><summary>South Sudan</summary><img src=img/ac_all_South%20Sudan.png /></details>
-    <details open><summary>Spain</summary><img src=img/ac_all_Spain.png /></details>
-    <details open><summary>Sri Lanka</summary><img src=img/ac_all_Sri%20Lanka.png /></details>
-    <details open><summary>Sudan</summary><img src=img/ac_all_Sudan.png /></details>
-    <details open><summary>Suriname</summary><img src=img/ac_all_Suriname.png /></details>
-    <details open><summary>Swaziland</summary><img src=img/ac_all_Eswatini.png /></details>
-    <details open><summary>Sweden</summary><img src=img/ac_all_Sweden.png /></details>
-    <details open><summary>Switzerland</summary><img src=img/ac_all_Switzerland.png /></details>
-    <details open><summary>Syria</summary><img src=img/ac_all_Syria.png /></details>
-    <details open><summary>Taiwan</summary><img src=img/ac_all_Taiwan.png /></details>
-    <details open><summary>Tajikistan</summary><img src=img/ac_all_Tajikistan.png /></details>
-    <details open><summary>Tanzania</summary><img src=img/ac_all_Tanzania.png /></details>
-    <details open><summary>Thailand</summary><img src=img/ac_all_Thailand.png /></details>
-    <details open><summary>Timor</summary><img src=img/ac_all_Timor.png /></details>
-    <details open><summary>Togo</summary><img src=img/ac_all_Togo.png /></details>
-    <details open><summary>Trinidad and Tobago</summary><img src=img/ac_all_Trinidad%20and%20Tobago.png /></details>
-    <details open><summary>Tunisia</summary><img src=img/ac_all_Tunisia.png /></details>
-    <details open><summary>Turkey</summary><img src=img/ac_all_Turkey.png /></details>
-    <details open><summary>Turks and Caicos Islands</summary><img src=img/ac_all_Turks%20and%20Caicos%20Islands.png /></details>
-    <details open><summary>Uganda</summary><img src=img/ac_all_Uganda.png /></details>
-    <details open><summary>Ukraine</summary><img src=img/ac_all_Ukraine.png /></details>
-    <details open><summary>United Arab Emirates</summary><img src=img/ac_all_United%20Arab%20Emirates.png /></details>
-    <details open><summary>United Kingdom</summary><img src=img/ac_all_United%20Kingdom.png /></details>
-    <details open><summary>United States</summary><img src=img/ac_all_United%20States.png /></details>
-    <details open><summary>United States Virgin Islands</summary><img src=img/ac_all_United%20States%20Virgin%20Islands.png /></details>
-    <details open><summary>Uruguay</summary><img src=img/ac_all_Uruguay.png /></details>
-    <details open><summary>Uzbekistan</summary><img src=img/ac_all_Uzbekistan.png /></details>
-    <details open><summary>Vatican</summary><img src=img/ac_all_Vatican.png /></details>
-    <details open><summary>Venezuela</summary><img src=img/ac_all_Venezuela.png /></details>
-    <details open><summary>Vietnam</summary><img src=img/ac_all_Vietnam.png /></details>
-    <details open><summary>Western Sahara</summary><img src=img/ac_all_Western%20Sahara.png /></details>
+    <details open><summary><a href=img/Afghanistan>Afghanistan</a></summary><img src=img/ac_all_Afghanistan.png /></details>
+    <details open><summary><a href=img/Albania>Albania</a></summary><img src=img/ac_all_Albania.png /></details>
+    <details open><summary><a href=img/Algeria>Algeria</a></summary><img src=img/ac_all_Algeria.png /></details>
+    <details open><summary><a href=img/Andorra>Andorra</a></summary><img src=img/ac_all_Andorra.png /></details>
+    <details open><summary><a href=img/Angola>Angola</a></summary><img src=img/ac_all_Angola.png /></details>
+    <details open><summary><a href=img/Anguilla>Anguilla</a></summary><img src=img/ac_all_Anguilla.png /></details>
+    <details open><summary><a href=img/Antigua_and_Barbuda>Antigua and Barbuda</a></summary><img src=img/ac_all_Antigua%20and%20Barbuda.png /></details>
+    <details open><summary><a href=img/Argentina>Argentina</a></summary><img src=img/ac_all_Argentina.png /></details>
+    <details open><summary><a href=img/Armenia>Armenia</a></summary><img src=img/ac_all_Armenia.png /></details>
+    <details open><summary><a href=img/Aruba>Aruba</a></summary><img src=img/ac_all_Aruba.png /></details>
+    <details open><summary><a href=img/Australia>Australia</a></summary><img src=img/ac_all_Australia.png /></details>
+    <details open><summary><a href=img/Austria>Austria</a></summary><img src=img/ac_all_Austria.png /></details>
+    <details open><summary><a href=img/Azerbaijan>Azerbaijan</a></summary><img src=img/ac_all_Azerbaijan.png /></details>
+    <details open><summary><a href=img/Bahamas>Bahamas</a></summary><img src=img/ac_all_Bahamas.png /></details>
+    <details open><summary><a href=img/Bahrain>Bahrain</a></summary><img src=img/ac_all_Bahrain.png /></details>
+    <details open><summary><a href=img/Bangladesh>Bangladesh</a></summary><img src=img/ac_all_Bangladesh.png /></details>
+    <details open><summary><a href=img/Barbados>Barbados</a></summary><img src=img/ac_all_Barbados.png /></details>
+    <details open><summary><a href=img/Belarus>Belarus</a></summary><img src=img/ac_all_Belarus.png /></details>
+    <details open><summary><a href=img/Belgium>Belgium</a></summary><img src=img/ac_all_Belgium.png /></details>
+    <details open><summary><a href=img/Belize>Belize</a></summary><img src=img/ac_all_Belize.png /></details>
+    <details open><summary><a href=img/Benin>Benin</a></summary><img src=img/ac_all_Benin.png /></details>
+    <details open><summary><a href=img/Bermuda>Bermuda</a></summary><img src=img/ac_all_Bermuda.png /></details>
+    <details open><summary><a href=img/Bhutan>Bhutan</a></summary><img src=img/ac_all_Bhutan.png /></details>
+    <details open><summary><a href=img/Bolivia>Bolivia</a></summary><img src=img/ac_all_Bolivia.png /></details>
+    <details open><summary><a href=img/Bonaire_Sint_Eustatius_and_Saba>Bonaire Sint Eustatius and Saba</a></summary><img src=img/ac_all_Bonaire%20Sint%20Eustatius%20and%20Saba.png /></details>
+    <details open><summary><a href=img/Bosnia_and_Herzegovina>Bosnia and Herzegovina</a></summary><img src=img/ac_all_Bosnia%20and%20Herzegovina.png /></details>
+    <details open><summary><a href=img/Botswana>Botswana</a></summary><img src=img/ac_all_Botswana.png /></details>
+    <details open><summary><a href=img/Brazil>Brazil</a></summary><img src=img/ac_all_Brazil.png /></details>
+    <details open><summary><a href=img/British_Virgin_Islands>British Virgin Islands</a></summary><img src=img/ac_all_British%20Virgin%20Islands.png /></details>
+    <details open><summary><a href=img/Brunei>Brunei</a></summary><img src=img/ac_all_Brunei.png /></details>
+    <details open><summary><a href=img/Bulgaria>Bulgaria</a></summary><img src=img/ac_all_Bulgaria.png /></details>
+    <details open><summary><a href=img/Burkina_Faso>Burkina Faso</a></summary><img src=img/ac_all_Burkina%20Faso.png /></details>
+    <details open><summary><a href=img/Burundi>Burundi</a></summary><img src=img/ac_all_Burundi.png /></details>
+    <details open><summary><a href=img/Cambodia>Cambodia</a></summary><img src=img/ac_all_Cambodia.png /></details>
+    <details open><summary><a href=img/Cameroon>Cameroon</a></summary><img src=img/ac_all_Cameroon.png /></details>
+    <details open><summary><a href=img/Canada>Canada</a></summary><img src=img/ac_all_Canada.png /></details>
+    <details open><summary><a href=img/Cape_Verde>Cape Verde</a></summary><img src=img/ac_all_Cape%20Verde.png /></details>
+    <details open><summary><a href=img/Cayman_Islands>Cayman Islands</a></summary><img src=img/ac_all_Cayman%20Islands.png /></details>
+    <details open><summary><a href=img/Central_African_Republic>Central African Republic</a></summary><img src=img/ac_all_Central%20African%20Republic.png /></details>
+    <details open><summary><a href=img/Chad>Chad</a></summary><img src=img/ac_all_Chad.png /></details>
+    <details open><summary><a href=img/Chile>Chile</a></summary><img src=img/ac_all_Chile.png /></details>
+    <details open><summary><a href=img/China>China</a></summary><img src=img/ac_all_China.png /></details>
+    <details open><summary><a href=img/Colombia>Colombia</a></summary><img src=img/ac_all_Colombia.png /></details>
+    <details open><summary><a href=img/Comoros>Comoros</a></summary><img src=img/ac_all_Comoros.png /></details>
+    <details open><summary><a href=img/Congo>Congo</a></summary><img src=img/ac_all_Congo.png /></details>
+    <details open><summary><a href=img/Costa_Rica>Costa Rica</a></summary><img src=img/ac_all_Costa%20Rica.png /></details>
+    <details open><summary><a href=img/Croatia>roatia</a></summary><img src=img/ac_all_Croatia.png /></details>
+    <details open><summary><a href=img/Cuba>Cuba</a></summary><img src=img/ac_all_Cuba.png /></details>
+    <details open><summary><a href=img/Curacao>Curacao</a></summary><img src=img/ac_all_Curacao.png /></details>
+    <details open><summary><a href=img/Cyprus>Cyprus</a></summary><img src=img/ac_all_Cyprus.png /></details>
+    <details open><summary><a href=img/Czechia>Czech Republic</a></summary><img src=img/ac_all_Czechia.png /></details>
+    <details open><summary><a href=img/Democratic_Republic_of_Congo>Democratic Republic of Congo</a></summary><img src=img/ac_all_Democratic%20Republic%20of%20Congo.png /></details>
+    <details open><summary><a href=img/Denmark>Denmark</a></summary><img src=img/ac_all_Denmark.png /></details>
+    <details open><summary><a href=img/Djibouti>Djibouti</a></summary><img src=img/ac_all_Djibouti.png /></details>
+    <details open><summary><a href=img/Dominican_Republic>Dominican Republic</a></summary><img src=img/ac_all_Dominican%20Republic.png /></details>
+    <details open><summary><a href=img/Dominica>Dominica</a></summary><img src=img/ac_all_Dominica.png /></details>
+    <details open><summary><a href=img/Ecuador>Ecuador</a></summary><img src=img/ac_all_Ecuador.png /></details>
+    <details open><summary><a href=img/Egypt>Egypt</a></summary><img src=img/ac_all_Egypt.png /></details>
+    <details open><summary><a href=img/El_Salvador>El Salvador</a></summary><img src=img/ac_all_El%20Salvador.png /></details>
+    <details open><summary><a href=img/Equatorial_Guinea>Equatorial Guinea</a></summary><img src=img/ac_all_Equatorial%20Guinea.png /></details>
+    <details open><summary><a href=img/Eritrea>Eritrea</a></summary><img src=img/ac_all_Eritrea.png /></details>
+    <details open><summary><a href=img/Estonia>Estonia</a></summary><img src=img/ac_all_Estonia.png /></details>
+    <details open><summary><a href=img/Ethiopia>Ethiopia</a></summary><img src=img/ac_all_Ethiopia.png /></details>
+    <details open><summary><a href=img/Faeroe_Islands>Faeroe Islands</a></summary><img src=img/ac_all_Faeroe%20Islands.png /></details>
+    <details open><summary><a href=img/Falkland_Islands>Falkland Islands</a></summary><img src=img/ac_all_Falkland%20Islands.png /></details>
+    <details open><summary><a href=img/Fiji>Fiji</a></summary><img src=img/ac_all_Fiji.png /></details>
+    <details open><summary><a href=img/Finland>Finland</a></summary><img src=img/ac_all_Finland.png /></details>
+    <details open><summary><a href=img/France>France</a></summary><img src=img/ac_all_France.png /></details>
+    <details open><summary><a href=img/French_Polynesia>French Polynesia</a></summary><img src=img/ac_all_French%20Polynesia.png /></details>
+    <details open><summary><a href=img/Gabon>Gabon</a></summary><img src=img/ac_all_Gabon.png /></details>
+    <details open><summary><a href=img/Gambia>Gambia</a></summary><img src=img/ac_all_Gambia.png /></details>
+    <details open><summary><a href=img/Georgia>Georgia</a></summary><img src=img/ac_all_Georgia.png /></details>
+    <details open><summary><a href=img/Germany>Germany</a></summary><img src=img/ac_all_Germany.png /></details>
+    <details open><summary><a href=img/Ghana>Ghana</a></summary><img src=img/ac_all_Ghana.png /></details>
+    <details open><summary><a href=img/Gibraltar>Gibraltar</a></summary><img src=img/ac_all_Gibraltar.png /></details>
+    <details open><summary><a href=img/Greece>Greece</a></summary><img src=img/ac_all_Greece.png /></details>
+    <details open><summary><a href=img/Greenland>Greenland</a></summary><img src=img/ac_all_Greenland.png /></details>
+    <details open><summary><a href=img/Grenada>Grenada</a></summary><img src=img/ac_all_Grenada.png /></details>
+    <details open><summary><a href=img/Guam>Guam</a></summary><img src=img/ac_all_Guam.png /></details>
+    <details open><summary><a href=img/Guatemala>Guatemala</a></summary><img src=img/ac_all_Guatemala.png /></details>
+    <details open><summary><a href=img/Guernsey>Guernsey</a></summary><img src=img/ac_all_Guernsey.png /></details>
+    <details open><summary><a href=img/Guinea-Bissau>Guinea-Bissau</a></summary><img src=img/ac_all_Guinea-Bissau.png /></details>
+    <details open><summary><a href=img/Guinea>Guinea</a></summary><img src=img/ac_all_Guinea.png /></details>
+    <details open><summary><a href=img/Guyana>Guyana</a></summary><img src=img/ac_all_Guyana.png /></details>
+    <details open><summary><a href=img/Haiti>Haiti</a></summary><img src=img/ac_all_Haiti.png /></details>
+    <details open><summary><a href=img/Honduras>Honduras</a></summary><img src=img/ac_all_Honduras.png /></details>
+    <details open><summary><a href=img/Hungary>Hungary</a></summary><img src=img/ac_all_Hungary.png /></details>
+    <details open><summary><a href=img/Iceland>Iceland</a></summary><img src=img/ac_all_Iceland.png /></details>
+    <details open><summary><a href=img/India>India</a></summary><img src=img/ac_all_India.png /></details>
+    <details open><summary><a href=img/Indonesia>Indonesia</a></summary><img src=img/ac_all_Indonesia.png /></details>
+    <details open><summary><a href=img/Iran>Iran</a></summary><img src=img/ac_all_Iran.png /></details>
+    <details open><summary><a href=img/Iraq>Iraq</a></summary><img src=img/ac_all_Iraq.png /></details>
+    <details open><summary><a href=img/Ireland>Ireland</a></summary><img src=img/ac_all_Ireland.png /></details>
+    <details open><summary><a href=img/Isle_of_Man>Isle of Man</a></summary><img src=img/ac_all_Isle%20of%20Man.png /></details>
+    <details open><summary><a href=img/Israel>Israel</a></summary><img src=img/ac_all_Israel.png /></details>
+    <details open><summary><a href=img/Italy>Italy</a></summary><img src=img/ac_all_Italy.png /></details>
+    <details open><summary><a href=img/Jamaica>Jamaica</a></summary><img src=img/ac_all_Jamaica.png /></details>
+    <details open><summary><a href=img/Japan>Japan</a></summary><img src=img/ac_all_Japan.png /></details>
+    <details open><summary><a href=img/Jersey>Jersey</a></summary><img src=img/ac_all_Jersey.png /></details>
+    <details open><summary><a href=img/Jordan>Jordan</a></summary><img src=img/ac_all_Jordan.png /></details>
+    <details open><summary><a href=img/Kazakhstan>Kazakhstan</a></summary><img src=img/ac_all_Kazakhstan.png /></details>
+    <details open><summary><a href=img/Kenya>Kenya</a></summary><img src=img/ac_all_Kenya.png /></details>
+    <details open><summary><a href=img/Kosovo>Kosovo</a></summary><img src=img/ac_all_Kosovo.png /></details>
+    <details open><summary><a href=img/Kuwait>Kuwait</a></summary><img src=img/ac_all_Kuwait.png /></details>
+    <details open><summary><a href=img/Kyrgyzstan>Kyrgyzstan</a></summary><img src=img/ac_all_Kyrgyzstan.png /></details>
+    <details open><summary><a href=img/Laos>Laos</a></summary><img src=img/ac_all_Laos.png /></details>
+    <details open><summary><a href=img/Latvia>Latvia</a></summary><img src=img/ac_all_Latvia.png /></details>
+    <details open><summary><a href=img/Lebanon>Lebanon</a></summary><img src=img/ac_all_Lebanon.png /></details>
+    <details open><summary><a href=img/Lesotho>Lesotho</a></summary><img src=img/ac_all_Lesotho.png /></details>
+    <details open><summary><a href=img/Liberia>Liberia</a></summary><img src=img/ac_all_Liberia.png /></details>
+    <details open><summary><a href=img/Libya>Libya</a></summary><img src=img/ac_all_Libya.png /></details>
+    <details open><summary><a href=img/Liechtenstein>Liechtenstein</a></summary><img src=img/ac_all_Liechtenstein.png /></details>
+    <details open><summary><a href=img/Lithuania>Lithuania</a></summary><img src=img/ac_all_Lithuania.png /></details>
+    <details open><summary><a href=img/Luxembourg>Luxembourg</a></summary><img src=img/ac_all_Luxembourg.png /></details>
+    <details open><summary><a href=img/North_Macedonia>North Macedonia</a></summary><img src=img/ac_all_North%20Macedonia.png /></details>
+    <details open><summary><a href=img/Madagascar>Madagascar</a></summary><img src=img/ac_all_Madagascar.png /></details>
+    <details open><summary><a href=img/Malawi>Malawi</a></summary><img src=img/ac_all_Malawi.png /></details>
+    <details open><summary><a href=img/Malaysia>Malaysia</a></summary><img src=img/ac_all_Malaysia.png /></details>
+    <details open><summary><a href=img/Maldives>Maldives</a></summary><img src=img/ac_all_Maldives.png /></details>
+    <details open><summary><a href=img/Mali>Mali</a></summary><img src=img/ac_all_Mali.png /></details>
+    <details open><summary><a href=img/Malta>Malta</a></summary><img src=img/ac_all_Malta.png /></details>
+    <details open><summary><a href=img/Mauritania>Mauritania</a></summary><img src=img/ac_all_Mauritania.png /></details>
+    <details open><summary><a href=img/Mauritius>Mauritius</a></summary><img src=img/ac_all_Mauritius.png /></details>
+    <details open><summary><a href=img/Mexico>Mexico</a></summary><img src=img/ac_all_Mexico.png /></details>
+    <details open><summary><a href=img/Moldova>Moldova</a></summary><img src=img/ac_all_Moldova.png /></details>
+    <details open><summary><a href=img/Monaco>Monaco</a></summary><img src=img/ac_all_Monaco.png /></details>
+    <details open><summary><a href=img/Mongolia>Mongolia</a></summary><img src=img/ac_all_Mongolia.png /></details>
+    <details open><summary><a href=img/Montenegro>Montenegro</a></summary><img src=img/ac_all_Montenegro.png /></details>
+    <details open><summary><a href=img/Montserrat>Montserrat</a></summary><img src=img/ac_all_Montserrat.png /></details>
+    <details open><summary><a href=img/Morocco>Morocco</a></summary><img src=img/ac_all_Morocco.png /></details>
+    <details open><summary><a href=img/Mozambique>Mozambique</a></summary><img src=img/ac_all_Mozambique.png /></details>
+    <details open><summary><a href=img/Myanmar>Myanmar</a></summary><img src=img/ac_all_Myanmar.png /></details>
+    <details open><summary><a href=img/Namibia>Namibia</a></summary><img src=img/ac_all_Namibia.png /></details>
+    <details open><summary><a href=img/Nepal>Nepal</a></summary><img src=img/ac_all_Nepal.png /></details>
+    <details open><summary><a href=img/Netherlands>Netherlands</a></summary><img src=img/ac_all_Netherlands.png /></details>
+    <details open><summary><a href=img/New_Caledonia>New Caledonia</a></summary><img src=img/ac_all_New%20Caledonia.png /></details>
+    <details open><summary><a href=img/New_Zealand>New Zealand</a></summary><img src=img/ac_all_New%20Zealand.png /></details>
+    <details open><summary><a href=img/Nicaragua>Nicaragua</a></summary><img src=img/ac_all_Nicaragua.png /></details>
+    <details open><summary><a href=img/Nigeria>Nigeria</a></summary><img src=img/ac_all_Nigeria.png /></details>
+    <details open><summary><a href=img/Niger>Niger</a></summary><img src=img/ac_all_Niger.png /></details>
+    <details open><summary><a href=img/Northern_Mariana_Islands>Northern Mariana Islands</a></summary><img src=img/ac_all_Northern%20Mariana%20Islands.png /></details>
+    <details open><summary><a href=img/Norway>Norway</a></summary><img src=img/ac_all_Norway.png /></details>
+    <details open><summary><a href=img/Oman>Oman</a></summary><img src=img/ac_all_Oman.png /></details>
+    <details open><summary><a href=img/Pakistan>Pakistan</a></summary><img src=img/ac_all_Pakistan.png /></details>
+    <details open><summary><a href=img/Palestine>Palestine</a></summary><img src=img/ac_all_Palestine.png /></details>
+    <details open><summary><a href=img/Panama>Panama</a></summary><img src=img/ac_all_Panama.png /></details>
+    <details open><summary><a href=img/Papua_New_Guinea>Papua New Guinea</a></summary><img src=img/ac_all_Papua%20New%20Guinea.png /></details>
+    <details open><summary><a href=img/Paraguay>Paraguay</a></summary><img src=img/ac_all_Paraguay.png /></details>
+    <details open><summary><a href=img/Peru>Peru</a></summary><img src=img/ac_all_Peru.png /></details>
+    <details open><summary><a href=img/Philippines>Philippines</a></summary><img src=img/ac_all_Philippines.png /></details>
+    <details open><summary><a href=img/Poland>Poland</a></summary><img src=img/ac_all_Poland.png /></details>
+    <details open><summary><a href=img/Portugal>Portugal</a></summary><img src=img/ac_all_Portugal.png /></details>
+    <details open><summary><a href=img/Puerto_Rico>Puerto Rico</a></summary><img src=img/ac_all_Puerto%20Rico.png /></details>
+    <details open><summary><a href=img/Qatar>Qatar</a></summary><img src=img/ac_all_Qatar.png /></details>
+    <details open><summary><a href=img/Romania>Romania</a></summary><img src=img/ac_all_Romania.png /></details>
+    <details open><summary><a href=img/Russia>Russia</a></summary><img src=img/ac_all_Russia.png /></details>
+    <details open><summary><a href=img/Rwanda>Rwanda</a></summary><img src=img/ac_all_Rwanda.png /></details>
+    <details open><summary><a href=img/Saint_Kitts_and_Nevis>Saint Kitts and Nevis</a></summary><img src=img/ac_all_Saint%20Kitts%20and%20Nevis.png /></details>
+    <details open><summary><a href=img/Saint_Lucia>Saint Lucia</a></summary><img src=img/ac_all_Saint%20Lucia.png /></details>
+    <details open><summary><a href=img/Saint_Vincent_and_the_Grenadines>Saint Vincent and the Grenadines</a></summary><img src=img/ac_all_Saint%20Vincent%20and%20the%20Grenadines.png /></details>
+    <details open><summary><a href=img/San_Marino>San Marino</a></summary><img src=img/ac_all_San%20Marino.png /></details>
+    <details open><summary><a href=img/Sao_Tome_and_Principe>Sao Tome and Principe</a></summary><img src=img/ac_all_Sao%20Tome%20and%20Principe.png /></details>
+    <details open><summary><a href=img/Saudi_Arabia>Saudi Arabia</a></summary><img src=img/ac_all_Saudi%20Arabia.png /></details>
+    <details open><summary><a href=img/Senegal>Senegal</a></summary><img src=img/ac_all_Senegal.png /></details>
+    <details open><summary><a href=img/Serbia>Serbia</a></summary><img src=img/ac_all_Serbia.png /></details>
+    <details open><summary><a href=img/Seychelles>Seychelles</a></summary><img src=img/ac_all_Seychelles.png /></details>
+    <details open><summary><a href=img/Sierra_Leone>Sierra Leone</a></summary><img src=img/ac_all_Sierra%20Leone.png /></details>
+    <details open><summary><a href=img/Singapore>Singapore</a></summary><img src=img/ac_all_Singapore.png /></details>
+    <details open><summary><a href=img/Sint_Maarten_(Dutch_part)>Sint Maarten (Dutch part)</a></summary><img src=img/ac_all_Sint%20Maarten%20(Dutch%20part).png /></details>
+    <details open><summary><a href=img/Slovakia>Slovakia</a></summary><img src=img/ac_all_Slovakia.png /></details>
+    <details open><summary><a href=img/Slovenia>Slovenia</a></summary><img src=img/ac_all_Slovenia.png /></details>
+    <details open><summary><a href=img/Somalia>Somalia</a></summary><img src=img/ac_all_Somalia.png /></details>
+    <details open><summary><a href=img/South_Africa>South Africa</a></summary><img src=img/ac_all_South%20Africa.png /></details>
+    <details open><summary><a href=img/South_Korea>South Korea</a></summary><img src=img/ac_all_South%20Korea.png /></details>
+    <details open><summary><a href=img/South_Sudan>South Sudan</a></summary><img src=img/ac_all_South%20Sudan.png /></details>
+    <details open><summary><a href=img/Spain>Spain</a></summary><img src=img/ac_all_Spain.png /></details>
+    <details open><summary><a href=img/Sri_Lanka>Sri Lanka</a></summary><img src=img/ac_all_Sri%20Lanka.png /></details>
+    <details open><summary><a href=img/Sudan>Sudan</a></summary><img src=img/ac_all_Sudan.png /></details>
+    <details open><summary><a href=img/Suriname>Suriname</a></summary><img src=img/ac_all_Suriname.png /></details>
+    <details open><summary><a href=img/Swaziland>Swaziland</a></summary><img src=img/ac_all_Eswatini.png /></details>
+    <details open><summary><a href=img/Sweden>Sweden</a></summary><img src=img/ac_all_Sweden.png /></details>
+    <details open><summary><a href=img/Switzerland>Switzerland</a></summary><img src=img/ac_all_Switzerland.png /></details>
+    <details open><summary><a href=img/Syria>Syria</a></summary><img src=img/ac_all_Syria.png /></details>
+    <details open><summary><a href=img/Taiwan>Taiwan</a></summary><img src=img/ac_all_Taiwan.png /></details>
+    <details open><summary><a href=img/Tajikistan>Tajikistan</a></summary><img src=img/ac_all_Tajikistan.png /></details>
+    <details open><summary><a href=img/Tanzania>Tanzania</a></summary><img src=img/ac_all_Tanzania.png /></details>
+    <details open><summary><a href=img/Thailand>Thailand</a></summary><img src=img/ac_all_Thailand.png /></details>
+    <details open><summary><a href=img/Timor>Timor</a></summary><img src=img/ac_all_Timor.png /></details>
+    <details open><summary><a href=img/Togo>Togo</a></summary><img src=img/ac_all_Togo.png /></details>
+    <details open><summary><a href=img/Trinidad_and_Tobago>Trinidad and Tobago</a></summary><img src=img/ac_all_Trinidad%20and%20Tobago.png /></details>
+    <details open><summary><a href=img/Tunisia>Tunisia</a></summary><img src=img/ac_all_Tunisia.png /></details>
+    <details open><summary><a href=img/Turkey>Turkey</a></summary><img src=img/ac_all_Turkey.png /></details>
+    <details open><summary><a href=img/Turks_and_Caicos_Islands>Turks and Caicos Islands</a></summary><img src=img/ac_all_Turks%20and%20Caicos%20Islands.png /></details>
+    <details open><summary><a href=img/Uganda>Uganda</a></summary><img src=img/ac_all_Uganda.png /></details>
+    <details open><summary><a href=img/Ukraine>Ukraine</a></summary><img src=img/ac_all_Ukraine.png /></details>
+    <details open><summary><a href=img/United_Arab_Emirates>United Arab Emirates</a></summary><img src=img/ac_all_United%20Arab%20Emirates.png /></details>
+    <details open><summary><a href=img/United_Kingdom>United Kingdom</a></summary><img src=img/ac_all_United%20Kingdom.png /></details>
+    <details open><summary><a href=img/United_States>United States</a></summary><img src=img/ac_all_United%20States.png /></details>
+    <details open><summary><a href=img/United_States_Virgin_Islands>United States Virgin Islands</a></summary><img src=img/ac_all_United%20States%20Virgin%20Islands.png /></details>
+    <details open><summary><a href=img/Uruguay>Uruguay</a></summary><img src=img/ac_all_Uruguay.png /></details>
+    <details open><summary><a href=img/Uzbekistan>Uzbekistan</a></summary><img src=img/ac_all_Uzbekistan.png /></details>
+    <details open><summary><a href=img/Vatican>Vatican</a></summary><img src=img/ac_all_Vatican.png /></details>
+    <details open><summary><a href=img/Venezuela>Venezuela</a></summary><img src=img/ac_all_Venezuela.png /></details>
+    <details open><summary><a href=img/Vietnam>Vietnam</a></summary><img src=img/ac_all_Vietnam.png /></details>
+    <details open><summary><a href=img/Western_Sahara>Western Sahara</a></summary><img src=img/ac_all_Western%20Sahara.png /></details>
     <details open><summary>World</summary><img src=img/ac_all_World.png /></details>
-    <details open><summary>Yemen</summary><img src=img/ac_all_Yemen.png /></details>
-    <details open><summary>Zambia</summary><img src=img/ac_all_Zambia.png /></details>
-    <details open><summary>Zimbabwe</summary><img src=img/ac_all_Zimbabwe.png /></details>
+    <details open><summary><a href=img/Yemen>Yemen</a></summary><img src=img/ac_all_Yemen.png /></details>
+    <details open><summary><a href=img/Zambia>Zambia</a></summary><img src=img/ac_all_Zambia.png /></details>
+    <details open><summary><a href=img/Zimbabwe>Zimbabwe</a></summary><img src=img/ac_all_Zimbabwe.png /></details>
 
 </details>
 
@@ -334,6 +311,25 @@ Di Plots werden immer komplexer, daher hier eine kurze Zusammenfassung der sicht
 <details>
 <summary>Veraltete Plots</summary>
 <b>Achtung! Nicht gepflegt, möglicherweise falsch und sowieso eher fragwürdig.</b>
+    <details open>
+    <summary>Absolute Fälle</summary>
+    <img src=img/total_cases.png />
+    </details>
+
+    <details open><summary>Neue Fälle</summary>
+    <img src=img/new_cases.png />
+    </details>
+
+    <details open>
+    <summary>Absolute Todesfälle</summary>
+    <img src=img/total_deaths.png />
+    </details>
+
+    <details open>
+    <summary>Neue Todesfälle</summary>
+    <img src=img/new_deaths.png />
+    </details>
+<br>
     <details open>
     <summary>Prozentualer Zuwachs</summary>
     Neue Fälle relativ zu absoluten Fällen mit gleitendem Mittelwert von 3 Tagen.