new data source for population: from same datasource, now in separate file
This commit is contained in:
fordprefect
199
coronavis.py
199
coronavis.py
@@ -8,6 +8,7 @@ import matplotlib.pyplot as pp
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import numpy as np
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import numpy as np
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import sys
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import sys
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import importlib
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import importlib
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import time
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sys.path.append(".")
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sys.path.append(".")
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#### config
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#### config
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@@ -20,201 +21,33 @@ plots = ["basics", "death_per_case",
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"all_countries",
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"all_countries",
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]
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]
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### manual data
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### manual data
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# population: sourced from wikidata and manually adjusted. not complete wrt the ECDC data!
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# population: sourced ECDC data
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pop = {'Afghanistan': {'wd_key': 'Afghanistan', 'pop': 34940837},
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from population_repository import pop
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'Albania': {'wd_key': 'Albania', 'pop': 3020209},
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'Algeria': {'wd_key': 'Algeria', 'pop': 41318142},
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'Andorra': {'wd_key': 'Andorra', 'pop': 76177},
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'Angola': {'wd_key': 'Angola', 'pop': 29784193},
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'Antigua and Barbuda': {'wd_key': 'Antigua and Barbuda', 'pop': 102012},
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'Argentina': {'wd_key': 'Argentina', 'pop': 44938712},
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'Armenia': {'wd_key': 'Armenia', 'pop': 2930450},
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'Australia': {'wd_key': 'Australia', 'pop': 24511800},
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'Austria': {'wd_key': 'Austria', 'pop': 8809212},
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'Azerbaijan': {'wd_key': 'Azerbaijan', 'pop': 10000000},
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'Bahamas': {'wd_key': 'The Bahamas', 'pop': 395361},
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'Bahrain': {'wd_key': 'Bahrain', 'pop': 1492584},
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'Bangladesh': {'wd_key': 'Bangladesh', 'pop': 164669751},
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'Barbados': {'wd_key': 'Barbados', 'pop': 285719},
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'Belarus': {'wd_key': 'Belarus', 'pop': 9408400},
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'Belgium': {'wd_key': 'Belgium', 'pop': 11431406},
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'Belize': {'wd_key': 'Belize', 'pop': 374681},
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'Benin': {'wd_key': 'Benin', 'pop': 11175692},
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'Bhutan': {'wd_key': 'Bhutan', 'pop': 807610},
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'Bolivia': {'wd_key': 'Bolivia', 'pop': 11051600},
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'Bosnia and Herzegovina': {'wd_key': 'Bosnia and Herzegovina', 'pop': 3507017},
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'Botswana': {'wd_key': 'Botswana', 'pop': 2291661},
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'Brazil': {'wd_key': 'Brazil', 'pop': 210147125},
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'Brunei': {'wd_key': 'Brunei', 'pop': 428697},
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'Bulgaria': {'wd_key': 'Bulgaria', 'pop': 7000039},
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'Burkina Faso': {'wd_key': 'Burkina Faso', 'pop': 19193382},
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'Burundi': {'wd_key': 'Burundi', 'pop': 10864245},
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'Cambodia': {'wd_key': 'Cambodia', 'pop': 16005373},
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'Cameroon': {'wd_key': 'Cameroon', 'pop': 24053727},
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'Canada': {'wd_key': 'Canada', 'pop': 37894799},
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'Cape Verde': {'wd_key': 'Cape Verde', 'pop': 546388},
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'Central African Republic': {'wd_key': 'Central African Republic', 'pop': 4659080},
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'Chad': {'wd_key': 'Chad', 'pop': 15477751},
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'Chile': {'wd_key': 'Chile', 'pop': 18054726},
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'China': {'wd_key': "People's Republic of China", 'pop': 1409517397},
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'Colombia': {'wd_key': 'Colombia', 'pop': 49065615},
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'Comoros': {'wd_key': 'Comoros', 'pop': 823652},
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'Costa Rica': {'wd_key': 'Costa Rica', 'pop': 4905769},
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'Croatia': {'wd_key': 'Croatia', 'pop': 4105493},
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'Cuba': {'wd_key': 'Cuba', 'pop': 11484636},
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'Cyprus': {'wd_key': 'Cyprus', 'pop': 1141166},
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'Czech Republic': {'wd_key': 'Czech Republic', 'pop': 10693939},
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'Denmark': {'wd_key': 'Denmark', 'pop': 5827463},
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'Djibouti': {'wd_key': 'Djibouti', 'pop': 956985},
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'Dominica': {'wd_key': 'Dominica', 'pop': 73925},
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'Dominican Republic': {'wd_key': 'Dominican Republic', 'pop': 10403761},
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'Ecuador': {'wd_key': 'Ecuador', 'pop': 16624858},
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'Egypt': {'wd_key': 'Egypt', 'pop': 94798827},
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'El Salvador': {'wd_key': 'El Salvador', 'pop': 6420746},
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'Equatorial Guinea': {'wd_key': 'Equatorial Guinea', 'pop': 1267689},
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'Eritrea': {'wd_key': 'Eritrea', 'pop': 3497000},
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'Estonia': {'wd_key': 'Estonia', 'pop': 1324820},
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'Ethiopia': {'wd_key': 'Ethiopia', 'pop': 104957438},
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'Fiji': {'wd_key': 'Fiji', 'pop': 905502},
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'Finland': {'wd_key': 'Finland', 'pop': 5501043},
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'France': {'wd_key': 'France', 'pop': 66628000},
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'Gabon': {'wd_key': 'Gabon', 'pop': 2025137},
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'Gambia': {'wd_key': 'The Gambia', 'pop': 2100568},
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'Georgia': {'wd_key': 'Georgia', 'pop': 3717100},
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'Germany': {'wd_key': 'Germany', 'pop': 83149300},
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'Ghana': {'wd_key': 'Ghana', 'pop': 26908262},
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'Greece': {'wd_key': 'Greece', 'pop': 10760421},
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'Grenada': {'wd_key': 'Grenada', 'pop': 107825},
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'Guatemala': {'wd_key': 'Guatemala', 'pop': 17263239},
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'Guinea': {'wd_key': 'Equatorial Guinea', 'pop': 1267689},
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'Guinea-Bissau': {'wd_key': 'Guinea-Bissau', 'pop': 1861283},
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'Guyana': {'wd_key': 'Guyana', 'pop': 777859},
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'Haiti': {'wd_key': 'Haiti', 'pop': 10981229},
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'Honduras': {'wd_key': 'Honduras', 'pop': 9265067},
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'Hungary': {'wd_key': 'Hungary', 'pop': 9937628},
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'Iceland': {'wd_key': 'Iceland', 'pop': 357050},
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'India': {'wd_key': 'India', 'pop': 1326093247},
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'Indonesia': {'wd_key': 'Indonesia', 'pop': 263991379},
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'Iran': {'wd_key': 'Iran', 'pop': 79966230},
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'Iraq': {'wd_key': 'Iraq', 'pop': 38274618},
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'Ireland': {'wd_key': 'Ireland', 'pop': 4761865},
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'Israel': {'wd_key': 'Israel', 'pop': 9093000},
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'Italy': {'wd_key': 'Italy', 'pop': 60317000},
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'Jamaica': {'wd_key': 'Jamaica', 'pop': 2890299},
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'Japan': {'wd_key': 'Japan', 'pop': 126785797},
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'Jordan': {'wd_key': 'Jordan', 'pop': 10428241},
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'Kazakhstan': {'wd_key': 'Kazakhstan', 'pop': 18276500},
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'Kenya': {'wd_key': 'Kenya', 'pop': 48468138},
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'Kuwait': {'wd_key': 'Kuwait', 'pop': 4600000},
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'Kyrgyzstan': {'wd_key': 'Kyrgyzstan', 'pop': 6201500},
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'Laos': {'wd_key': 'Laos', 'pop': 6858160},
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'Latvia': {'wd_key': 'Latvia', 'pop': 1909000},
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'Lebanon': {'wd_key': 'Lebanon', 'pop': 6100075},
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'Lesotho': {'wd_key': 'Lesotho', 'pop': 2233339},
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'Liberia': {'wd_key': 'Liberia', 'pop': 4731906},
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'Libya': {'wd_key': 'Libya', 'pop': 6678567},
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'Liechtenstein': {'wd_key': 'Liechtenstein', 'pop': 37922},
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'Lithuania': {'wd_key': 'Lithuania', 'pop': 2790842},
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'Luxembourg': {'wd_key': 'Luxembourg', 'pop': 626108},
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'Macedonia': {'wd_key': 'North Macedonia', 'pop': 2075301},
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'Madagascar': {'wd_key': 'Madagascar', 'pop': 25570895},
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'Malawi': {'wd_key': 'Malawi', 'pop': 18622104},
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'Malaysia': {'wd_key': 'Malaysia', 'pop': 31624264},
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'Maldives': {'wd_key': 'Maldives', 'pop': 436330},
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'Mali': {'wd_key': 'Mali', 'pop': 18541980},
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'Malta': {'wd_key': 'Malta', 'pop': 465292},
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'Mauritania': {'wd_key': 'Mauritania', 'pop': 4420184},
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'Mauritius': {'wd_key': 'Mauritius', 'pop': 1264613},
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'Mexico': {'wd_key': 'Mexico', 'pop': 130526945},
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'Moldova': {'wd_key': 'Moldova', 'pop': 2550900},
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'Monaco': {'wd_key': 'Monaco', 'pop': 38695},
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'Mongolia': {'wd_key': 'Mongolia', 'pop': 3075647},
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'Montenegro': {'wd_key': 'Montenegro', 'pop': 622359},
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'Morocco': {'wd_key': 'Morocco', 'pop': 36029138},
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'Mozambique': {'wd_key': 'Mozambique', 'pop': 29668834},
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'Myanmar': {'wd_key': 'Myanmar', 'pop': 53370609},
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'Namibia': {'wd_key': 'Namibia', 'pop': 2533794},
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'Nepal': {'wd_key': 'Nepal', 'pop': 29400000},
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'Netherlands': {'wd_key': 'Kingdom of the Netherlands', 'pop': 17100715},
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'New Zealand': {'wd_key': 'New Zealand', 'pop': 4942500},
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'Nicaragua': {'wd_key': 'Nicaragua', 'pop': 6217581},
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'Niger': {'wd_key': 'Niger', 'pop': 21477348},
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'Nigeria': {'wd_key': 'Nigeria', 'pop': 190886311},
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'Norway': {'wd_key': 'Norway', 'pop': 5367580},
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'Oman': {'wd_key': 'Oman', 'pop': 4829480},
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'Pakistan': {'wd_key': 'Pakistan', 'pop': 197015955},
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'Panama': {'wd_key': 'Panama', 'pop': 4098587},
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'Papua New Guinea': {'wd_key': 'Papua New Guinea', 'pop': 8251162},
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'Paraguay': {'wd_key': 'Paraguay', 'pop': 6811297},
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'Peru': {'wd_key': 'Peru', 'pop': 29381884},
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'Philippines': {'wd_key': 'Philippines', 'pop': 104918090},
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'Poland': {'wd_key': 'Poland', 'pop': 38433600},
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'Portugal': {'wd_key': 'Portugal', 'pop': 10600000},
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'Qatar': {'wd_key': 'Qatar', 'pop': 2639211},
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'Romania': {'wd_key': 'Romania', 'pop': 19586539},
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'Russia': {'wd_key': 'Russia', 'pop': 146804372},
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'Rwanda': {'wd_key': 'Rwanda', 'pop': 12208407},
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'Saint Kitts and Nevis': {'wd_key': 'Saint Kitts and Nevis', 'pop': 55345},
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'Saint Lucia': {'wd_key': 'Saint Lucia', 'pop': 178844},
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'Saint Vincent and the Grenadines': {'wd_key': 'Saint Vincent and the Grenadines', 'pop': 109897},
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'San Marino': {'wd_key': 'San Marino', 'pop': 33400},
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'Saudi Arabia': {'wd_key': 'Saudi Arabia', 'pop': 33000000},
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'Senegal': {'wd_key': 'Senegal', 'pop': 15850567},
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'Serbia': {'wd_key': 'Serbia', 'pop': 7022268},
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'Seychelles': {'wd_key': 'Seychelles', 'pop': 95843},
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'Sierra Leone': {'wd_key': 'Sierra Leone', 'pop': 7557212},
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'Singapore': {'wd_key': 'Singapore', 'pop': 5888926},
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'Slovakia': {'wd_key': 'Slovakia', 'pop': 5397036},
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'Slovenia': {'wd_key': 'Slovenia', 'pop': 2066880},
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'Somalia': {'wd_key': 'Somalia', 'pop': 11031386},
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'South Africa': {'wd_key': 'South Africa', 'pop': 57725600},
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'South Korea': {'wd_key': 'South Korea', 'pop': 51466201},
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'South Sudan': {'wd_key': 'South Sudan', 'pop': 12575714},
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'Spain': {'wd_key': 'Spain', 'pop': 46733038},
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'Sri Lanka': {'wd_key': 'Sri Lanka', 'pop': 21444000},
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'Sudan': {'wd_key': 'Sudan', 'pop': 40533330},
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'Suriname': {'wd_key': 'Suriname', 'pop': 563402},
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'Sweden': {'wd_key': 'Sweden', 'pop': 10343403},
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'Switzerland': {'wd_key': 'Switzerland', 'pop': 8466017},
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'Syria': {'wd_key': 'Syria', 'pop': 18269868},
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'Tajikistan': {'wd_key': 'Tajikistan', 'pop': 8921343},
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'Tanzania': {'wd_key': 'Tanzania', 'pop': 57310019},
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'Thailand': {'wd_key': 'Thailand', 'pop': 65931550},
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'Timor': {'wd_key': 'East Timor', 'pop': 1296311},
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'Togo': {'wd_key': 'Togo', 'pop': 7797694},
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'Trinidad and Tobago': {'wd_key': 'Trinidad and Tobago', 'pop': 1369125},
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'Tunisia': {'wd_key': 'Tunisia', 'pop': 11565204},
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'Turkey': {'wd_key': 'Turkey', 'pop': 82003882},
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'Uganda': {'wd_key': 'Uganda', 'pop': 42862958},
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'Ukraine': {'wd_key': 'Ukraine', 'pop': 42558328},
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'United Arab Emirates': {'wd_key': 'United Arab Emirates', 'pop': 9400145},
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'United Kingdom': {'wd_key': 'United Kingdom', 'pop': 66022273},
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'United States': {'wd_key': 'United States of America', 'pop': 325145963},
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'Uruguay': {'wd_key': 'Uruguay', 'pop': 3456750},
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'Uzbekistan': {'wd_key': 'Uzbekistan', 'pop': 32387200},
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'Vatican': {'wd_key': 'Vatican City', 'pop': 1000},
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'Venezuela': {'wd_key': 'Venezuela', 'pop': 28515829},
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'Vietnam': {'wd_key': 'Vietnam', 'pop': 94660000},
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'Yemen': {'wd_key': 'Yemen', 'pop': 28250420},
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'Zambia': {'wd_key': 'Zambia', 'pop': 17094130},
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'Zimbabwe': {'wd_key': 'Zimbabwe', 'pop': 16529904},
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'World': {'wd_key': 'entered by hand', 'pop': 7713468000},
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'Taiwan': {'wd_key': 'entered by hand', 'pop': 23574274},
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'Palestine': {'wd_key': 'entered by hand', 'pop': 4976684},
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}
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###
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###
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def get_data():
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def get_data():
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"""fetch data from remote, cache locally and reorganize internal data
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"""fetch data from remote, cache locally and reorganize internal data
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not beautiful (at all), but effective!!"""
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not beautiful (at all), but effective!!"""
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tries = 10
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delay = 10
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dataurl = "https://covid.ourworldindata.org/data/ecdc/full_data.csv"
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dataurl = "https://covid.ourworldindata.org/data/ecdc/full_data.csv"
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date = datetime.date.today()
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date = datetime.date.today()
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datafile = f"{date}-full-data.csv"
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datafile = f"{date}-full-data.csv"
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if not os.path.isfile(datafile):
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if not os.path.isfile(datafile):
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r = requests.get(dataurl)
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for n in tries:
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try:
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r = requests.get(dataurl)
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except:
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print(f"==> download failed, retrying after {delay}s up to another {tries-n} times…")
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time.sleep(delay)
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continue
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break
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with open(datafile, "wb") as f:
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with open(datafile, "wb") as f:
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f.write(r.content)
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f.write(r.content)
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else:
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else:
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200
population_repository.py
Normal file
200
population_repository.py
Normal file
@@ -0,0 +1,200 @@
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pop = {'Afghanistan': {'key': 'Afghanistan', 'pop': 38928341, 'year': 2020},
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'Albania': {'key': 'Albania', 'pop': 2877800, 'year': 2020},
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'Algeria': {'key': 'Algeria', 'pop': 43851043, 'year': 2020},
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'Andorra': {'key': 'Andorra', 'pop': 77265, 'year': 2020},
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'Angola': {'key': 'Angola', 'pop': 32866268, 'year': 2020},
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'Anguilla': {'key': 'Anguilla', 'pop': 15002, 'year': 2020},
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'Antigua and Barbuda': {'key': 'Antigua_and_Barbuda', 'pop': 97928, 'year': 2020},
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'Argentina': {'key': 'Argentina', 'pop': 45195777, 'year': 2020},
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'Armenia': {'key': 'Armenia', 'pop': 2963234, 'year': 2020},
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'Aruba': {'key': 'Aruba', 'pop': 106766, 'year': 2020},
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'Australia': {'key': 'Australia', 'pop': 25499881, 'year': 2020},
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'Austria': {'key': 'Austria', 'pop': 9006400, 'year': 2020},
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'Azerbaijan': {'key': 'Azerbaijan', 'pop': 10139175, 'year': 2020},
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'Bahamas': {'key': 'Bahamas', 'pop': 393248, 'year': 2020},
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'Bahrain': {'key': 'Bahrain', 'pop': 1701583, 'year': 2020},
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'Bangladesh': {'key': 'Bangladesh', 'pop': 164689383, 'year': 2020},
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'Barbados': {'key': 'Barbados', 'pop': 287371, 'year': 2020},
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'Belarus': {'key': 'Belarus', 'pop': 9449321, 'year': 2020},
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'Belgium': {'key': 'Belgium', 'pop': 11589616, 'year': 2020},
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'Belize': {'key': 'Belize', 'pop': 397621, 'year': 2020}, 'Benin': {'key': 'Benin', 'pop': 12123198, 'year': 2020},
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'Bermuda': {'key': 'Bermuda', 'pop': 62273, 'year': 2020},
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'Bhutan': {'key': 'Bhutan', 'pop': 771612, 'year': 2020},
|
||||||
|
'Bolivia': {'key': 'Bolivia', 'pop': 11673029, 'year': 2020},
|
||||||
|
'Bonaire Sint Eustatius and Saba': {'key': 'Bonaire, Saint Eustatius and Saba', 'pop': 26221, 'year': 2020},
|
||||||
|
'Bosnia and Herzegovina': {'key': 'Bosnia_and_Herzegovina', 'pop': 3280815, 'year': 2020},
|
||||||
|
'Botswana': {'key': 'Botswana', 'pop': 2351625, 'year': 2020},
|
||||||
|
'Brazil': {'key': 'Brazil', 'pop': 212559409, 'year': 2020},
|
||||||
|
'British Virgin Islands': {'key': 'British_Virgin_Islands', 'pop': 30237, 'year': 2020},
|
||||||
|
'Brunei': {'key': 'Brunei_Darussalam', 'pop': 437483, 'year': 2020},
|
||||||
|
'Bulgaria': {'key': 'Bulgaria', 'pop': 6948445, 'year': 2020},
|
||||||
|
'Burkina Faso': {'key': 'Burkina_Faso', 'pop': 20903278, 'year': 2020},
|
||||||
|
'Burundi': {'key': 'Burundi', 'pop': 11890781, 'year': 2020},
|
||||||
|
'Cambodia': {'key': 'Cambodia', 'pop': 16718971, 'year': 2020},
|
||||||
|
'Cameroon': {'key': 'Cameroon', 'pop': 26545864, 'year': 2020},
|
||||||
|
'Canada': {'key': 'Canada', 'pop': 37742157, 'year': 2020},
|
||||||
|
'Cape Verde': {'key': 'Cape_Verde', 'pop': 555988, 'year': 2020},
|
||||||
|
'Cayman Islands': {'key': 'Cayman_Islands', 'pop': 65720, 'year': 2020},
|
||||||
|
'Central African Republic': {'key': 'Central_African_Republic', 'pop': 4829764, 'year': 2020},
|
||||||
|
'Chad': {'key': 'Chad', 'pop': 16425859, 'year': 2020}, 'Chile': {'key': 'Chile', 'pop': 19116209, 'year': 2020},
|
||||||
|
'China': {'key': 'China', 'pop': 1439323774, 'year': 2020},
|
||||||
|
'Colombia': {'key': 'Colombia', 'pop': 50882884, 'year': 2020},
|
||||||
|
'Comoros': {'key': 'Comoros', 'pop': 869595, 'year': 2020},
|
||||||
|
'Congo': {'key': 'Congo', 'pop': 5518092, 'year': 2020},
|
||||||
|
'Costa Rica': {'key': 'Costa_Rica', 'pop': 5094114, 'year': 2020},
|
||||||
|
"Cote d'Ivoire": {'key': 'Cote_dIvoire', 'pop': 26378275, 'year': 2020},
|
||||||
|
'Croatia': {'key': 'Croatia', 'pop': 4105268, 'year': 2020},
|
||||||
|
'Cuba': {'key': 'Cuba', 'pop': 11326616, 'year': 2020}, 'Curacao': {'key': 'Curaçao', 'pop': 164100, 'year': 2020},
|
||||||
|
'Cyprus': {'key': 'Cyprus', 'pop': 875899, 'year': 2020},
|
||||||
|
'Czech Republic': {'key': 'Czechia', 'pop': 10708982, 'year': 2020},
|
||||||
|
'Democratic Republic of Congo': {'key': 'Democratic_Republic_of_the_Congo', 'pop': 89561404, 'year': 2020},
|
||||||
|
'Denmark': {'key': 'Denmark', 'pop': 5792203, 'year': 2020},
|
||||||
|
'Djibouti': {'key': 'Djibouti', 'pop': 988002, 'year': 2020},
|
||||||
|
'Dominica': {'key': 'Dominica', 'pop': 71991, 'year': 2020},
|
||||||
|
'Dominican Republic': {'key': 'Dominican_Republic', 'pop': 10847904, 'year': 2020},
|
||||||
|
'Ecuador': {'key': 'Ecuador', 'pop': 17643060, 'year': 2020},
|
||||||
|
'Egypt': {'key': 'Egypt', 'pop': 102334403, 'year': 2020},
|
||||||
|
'El Salvador': {'key': 'El_Salvador', 'pop': 6486201, 'year': 2020},
|
||||||
|
'Equatorial Guinea': {'key': 'Equatorial_Guinea', 'pop': 1402985, 'year': 2020},
|
||||||
|
'Eritrea': {'key': 'Eritrea', 'pop': 3546427, 'year': 2020},
|
||||||
|
'Estonia': {'key': 'Estonia', 'pop': 1326539, 'year': 2020},
|
||||||
|
'Swaziland': {'key': 'Eswatini', 'pop': 1160164, 'year': 2020},
|
||||||
|
'Ethiopia': {'key': 'Ethiopia', 'pop': 114963583, 'year': 2020},
|
||||||
|
'Falkland Islands': {'key': 'Falkland_Islands_(Malvinas)', 'pop': 3483, 'year': 2020},
|
||||||
|
'Faeroe Islands': {'key': 'Faroe_Islands', 'pop': 48865, 'year': 2020},
|
||||||
|
'Fiji': {'key': 'Fiji', 'pop': 896444, 'year': 2020}, 'Finland': {'key': 'Finland', 'pop': 5540718, 'year': 2020},
|
||||||
|
'France': {'key': 'France', 'pop': 65273512, 'year': 2020},
|
||||||
|
'French Polynesia': {'key': 'French_Polynesia', 'pop': 280904, 'year': 2020},
|
||||||
|
'Gabon': {'key': 'Gabon', 'pop': 2225728, 'year': 2020}, 'Gambia': {'key': 'Gambia', 'pop': 2416664, 'year': 2020},
|
||||||
|
'Georgia': {'key': 'Georgia', 'pop': 3989175, 'year': 2020},
|
||||||
|
'Germany': {'key': 'Germany', 'pop': 83783945, 'year': 2020},
|
||||||
|
'Ghana': {'key': 'Ghana', 'pop': 31072945, 'year': 2020},
|
||||||
|
'Gibraltar': {'key': 'Gibraltar', 'pop': 33691, 'year': 2020},
|
||||||
|
'Greece': {'key': 'Greece', 'pop': 10423056, 'year': 2020},
|
||||||
|
'Greenland': {'key': 'Greenland', 'pop': 56772, 'year': 2020},
|
||||||
|
'Grenada': {'key': 'Grenada', 'pop': 112519, 'year': 2020}, 'Guam': {'key': 'Guam', 'pop': 168783, 'year': 2020},
|
||||||
|
'Guatemala': {'key': 'Guatemala', 'pop': 17915567, 'year': 2020},
|
||||||
|
'Guernsey': {'key': 'Guernsey', 'pop': 67052, 'year': 2020},
|
||||||
|
'Guinea': {'key': 'Guinea', 'pop': 13132792, 'year': 2020},
|
||||||
|
'Guinea-Bissau': {'key': 'Guinea_Bissau', 'pop': 1967998, 'year': 2020},
|
||||||
|
'Guyana': {'key': 'Guyana', 'pop': 786559, 'year': 2020}, 'Haiti': {'key': 'Haiti', 'pop': 11402533, 'year': 2020},
|
||||||
|
'Vatican': {'key': 'Holy_See', 'pop': 809, 'year': 2020},
|
||||||
|
'Honduras': {'key': 'Honduras', 'pop': 9904608, 'year': 2020},
|
||||||
|
'Hungary': {'key': 'Hungary', 'pop': 9660350, 'year': 2020},
|
||||||
|
'Iceland': {'key': 'Iceland', 'pop': 341250, 'year': 2020},
|
||||||
|
'India': {'key': 'India', 'pop': 1380004385, 'year': 2020},
|
||||||
|
'Indonesia': {'key': 'Indonesia', 'pop': 273523621, 'year': 2020},
|
||||||
|
'Iran': {'key': 'Iran', 'pop': 83992953, 'year': 2020}, 'Iraq': {'key': 'Iraq', 'pop': 40222503, 'year': 2020},
|
||||||
|
'Ireland': {'key': 'Ireland', 'pop': 4937796, 'year': 2020},
|
||||||
|
'Isle of Man': {'key': 'Isle_of_Man', 'pop': 85032, 'year': 2020},
|
||||||
|
'Israel': {'key': 'Israel', 'pop': 8655541, 'year': 2020},
|
||||||
|
'Italy': {'key': 'Italy', 'pop': 60461828, 'year': 2020},
|
||||||
|
'Jamaica': {'key': 'Jamaica', 'pop': 2961161, 'year': 2020},
|
||||||
|
'Japan': {'key': 'Japan', 'pop': 126476458, 'year': 2020},
|
||||||
|
'Jersey': {'key': 'Jersey', 'pop': 101073, 'year': 2020},
|
||||||
|
'Jordan': {'key': 'Jordan', 'pop': 10203140, 'year': 2020},
|
||||||
|
'Kazakhstan': {'key': 'Kazakhstan', 'pop': 18776707, 'year': 2020},
|
||||||
|
'Kenya': {'key': 'Kenya', 'pop': 53771300, 'year': 2020},
|
||||||
|
'Kosovo': {'key': 'Kosovo', 'pop': 1932774, 'year': 2020},
|
||||||
|
'Kuwait': {'key': 'Kuwait', 'pop': 4270563, 'year': 2020},
|
||||||
|
'Kyrgyzstan': {'key': 'Kyrgyzstan', 'pop': 6524191, 'year': 2020},
|
||||||
|
'Laos': {'key': 'Laos', 'pop': 7275556, 'year': 2020}, 'Latvia': {'key': 'Latvia', 'pop': 1886202, 'year': 2020},
|
||||||
|
'Lebanon': {'key': 'Lebanon', 'pop': 6825442, 'year': 2020},
|
||||||
|
'Lesotho': {'key': 'Lesotho', 'pop': 2142252, 'year': 2020},
|
||||||
|
'Liberia': {'key': 'Liberia', 'pop': 5057677, 'year': 2020},
|
||||||
|
'Libya': {'key': 'Libya', 'pop': 6871287, 'year': 2020},
|
||||||
|
'Liechtenstein': {'key': 'Liechtenstein', 'pop': 38137, 'year': 2020},
|
||||||
|
'Lithuania': {'key': 'Lithuania', 'pop': 2722291, 'year': 2020},
|
||||||
|
'Luxembourg': {'key': 'Luxembourg', 'pop': 625976, 'year': 2020},
|
||||||
|
'Madagascar': {'key': 'Madagascar', 'pop': 27691019, 'year': 2020},
|
||||||
|
'Malawi': {'key': 'Malawi', 'pop': 19129955, 'year': 2020},
|
||||||
|
'Malaysia': {'key': 'Malaysia', 'pop': 32365998, 'year': 2020},
|
||||||
|
'Maldives': {'key': 'Maldives', 'pop': 540542, 'year': 2020},
|
||||||
|
'Mali': {'key': 'Mali', 'pop': 20250834, 'year': 2020}, 'Malta': {'key': 'Malta', 'pop': 441539, 'year': 2020},
|
||||||
|
'Mauritania': {'key': 'Mauritania', 'pop': 4649660, 'year': 2020},
|
||||||
|
'Mauritius': {'key': 'Mauritius', 'pop': 1271767, 'year': 2020},
|
||||||
|
'Mexico': {'key': 'Mexico', 'pop': 128932753, 'year': 2020},
|
||||||
|
'Moldova': {'key': 'Moldova', 'pop': 4033963, 'year': 2020},
|
||||||
|
'Monaco': {'key': 'Monaco', 'pop': 39244, 'year': 2020},
|
||||||
|
'Mongolia': {'key': 'Mongolia', 'pop': 3278292, 'year': 2020},
|
||||||
|
'Montenegro': {'key': 'Montenegro', 'pop': 628062, 'year': 2020},
|
||||||
|
'Montserrat': {'key': 'Montserrat', 'pop': 4999, 'year': 2020},
|
||||||
|
'Morocco': {'key': 'Morocco', 'pop': 36910558, 'year': 2020},
|
||||||
|
'Mozambique': {'key': 'Mozambique', 'pop': 31255435, 'year': 2020},
|
||||||
|
'Myanmar': {'key': 'Myanmar', 'pop': 54409794, 'year': 2020},
|
||||||
|
'Namibia': {'key': 'Namibia', 'pop': 2540916, 'year': 2020},
|
||||||
|
'Nepal': {'key': 'Nepal', 'pop': 29136808, 'year': 2020},
|
||||||
|
'Netherlands': {'key': 'Netherlands', 'pop': 17134873, 'year': 2020},
|
||||||
|
'New Caledonia': {'key': 'New_Caledonia', 'pop': 285491, 'year': 2020},
|
||||||
|
'New Zealand': {'key': 'New_Zealand', 'pop': 4822233, 'year': 2020},
|
||||||
|
'Nicaragua': {'key': 'Nicaragua', 'pop': 6624554, 'year': 2020},
|
||||||
|
'Niger': {'key': 'Niger', 'pop': 24206636, 'year': 2020},
|
||||||
|
'Nigeria': {'key': 'Nigeria', 'pop': 206139587, 'year': 2020},
|
||||||
|
'Macedonia': {'key': 'North_Macedonia', 'pop': 2083380, 'year': 2020},
|
||||||
|
'Northern Mariana Islands': {'key': 'Northern_Mariana_Islands', 'pop': 57557, 'year': 2020},
|
||||||
|
'Norway': {'key': 'Norway', 'pop': 5421242, 'year': 2020}, 'Oman': {'key': 'Oman', 'pop': 5106622, 'year': 2020},
|
||||||
|
'Pakistan': {'key': 'Pakistan', 'pop': 220892331, 'year': 2020},
|
||||||
|
'Palestine': {'key': 'Palestine', 'pop': 5101416, 'year': 2020},
|
||||||
|
'Panama': {'key': 'Panama', 'pop': 4314768, 'year': 2020},
|
||||||
|
'Papua New Guinea': {'key': 'Papua_New_Guinea', 'pop': 8947027, 'year': 2020},
|
||||||
|
'Paraguay': {'key': 'Paraguay', 'pop': 7132530, 'year': 2020},
|
||||||
|
'Peru': {'key': 'Peru', 'pop': 32971846, 'year': 2020},
|
||||||
|
'Philippines': {'key': 'Philippines', 'pop': 109581085, 'year': 2020},
|
||||||
|
'Poland': {'key': 'Poland', 'pop': 37846605, 'year': 2020},
|
||||||
|
'Portugal': {'key': 'Portugal', 'pop': 10196707, 'year': 2020},
|
||||||
|
'Puerto Rico': {'key': 'Puerto_Rico', 'pop': 2860840, 'year': 2020},
|
||||||
|
'Qatar': {'key': 'Qatar', 'pop': 2881060, 'year': 2020},
|
||||||
|
'Romania': {'key': 'Romania', 'pop': 19237682, 'year': 2020},
|
||||||
|
'Russia': {'key': 'Russia', 'pop': 145934460, 'year': 2020},
|
||||||
|
'Rwanda': {'key': 'Rwanda', 'pop': 12952209, 'year': 2020},
|
||||||
|
'Saint Kitts and Nevis': {'key': 'Saint_Kitts_and_Nevis', 'pop': 53192, 'year': 2020},
|
||||||
|
'Saint Lucia': {'key': 'Saint_Lucia', 'pop': 183629, 'year': 2020},
|
||||||
|
'Saint Vincent and the Grenadines': {'key': 'Saint_Vincent_and_the_Grenadines', 'pop': 110947, 'year': 2020},
|
||||||
|
'San Marino': {'key': 'San_Marino', 'pop': 33938, 'year': 2020},
|
||||||
|
'Sao Tome and Principe': {'key': 'Sao_Tome_and_Principe', 'pop': 219161, 'year': 2020},
|
||||||
|
'Saudi Arabia': {'key': 'Saudi_Arabia', 'pop': 34813867, 'year': 2020},
|
||||||
|
'Senegal': {'key': 'Senegal', 'pop': 16743930, 'year': 2020},
|
||||||
|
'Serbia': {'key': 'Serbia', 'pop': 6804596, 'year': 2020},
|
||||||
|
'Seychelles': {'key': 'Seychelles', 'pop': 98340, 'year': 2020},
|
||||||
|
'Sierra Leone': {'key': 'Sierra_Leone', 'pop': 7976985, 'year': 2020},
|
||||||
|
'Singapore': {'key': 'Singapore', 'pop': 5850343, 'year': 2020},
|
||||||
|
'Sint Maarten (Dutch part)': {'key': 'Sint_Maarten', 'pop': 42882, 'year': 2020},
|
||||||
|
'Slovakia': {'key': 'Slovakia', 'pop': 5459643, 'year': 2020},
|
||||||
|
'Slovenia': {'key': 'Slovenia', 'pop': 2078932, 'year': 2020},
|
||||||
|
'Somalia': {'key': 'Somalia', 'pop': 15893219, 'year': 2020},
|
||||||
|
'South Africa': {'key': 'South_Africa', 'pop': 59308690, 'year': 2020},
|
||||||
|
'South Korea': {'key': 'South_Korea', 'pop': 51269183, 'year': 2020},
|
||||||
|
'South Sudan': {'key': 'South_Sudan', 'pop': 11193729, 'year': 2020},
|
||||||
|
'Spain': {'key': 'Spain', 'pop': 46754783, 'year': 2020},
|
||||||
|
'Sri Lanka': {'key': 'Sri_Lanka', 'pop': 21413250, 'year': 2020},
|
||||||
|
'Sudan': {'key': 'Sudan', 'pop': 43849269, 'year': 2020},
|
||||||
|
'Suriname': {'key': 'Suriname', 'pop': 586634, 'year': 2020},
|
||||||
|
'Sweden': {'key': 'Sweden', 'pop': 10099270, 'year': 2020},
|
||||||
|
'Switzerland': {'key': 'Switzerland', 'pop': 8654618, 'year': 2020},
|
||||||
|
'Syria': {'key': 'Syria', 'pop': 17500657, 'year': 2020},
|
||||||
|
'Taiwan': {'key': 'Taiwan', 'pop': 23816775, 'year': 2020},
|
||||||
|
'Tajikistan': {'key': 'Tajikistan', 'pop': 9537642, 'year': 2020},
|
||||||
|
'Thailand': {'key': 'Thailand', 'pop': 69799978, 'year': 2020},
|
||||||
|
'Timor': {'key': 'Timor_Leste', 'pop': 1318442, 'year': 2020},
|
||||||
|
'Togo': {'key': 'Togo', 'pop': 8278737, 'year': 2020},
|
||||||
|
'Trinidad and Tobago': {'key': 'Trinidad_and_Tobago', 'pop': 1399491, 'year': 2020},
|
||||||
|
'Tunisia': {'key': 'Tunisia', 'pop': 11818618, 'year': 2020},
|
||||||
|
'Turkey': {'key': 'Turkey', 'pop': 84339067, 'year': 2020},
|
||||||
|
'Turks and Caicos Islands': {'key': 'Turks_and_Caicos_islands', 'pop': 38718, 'year': 2020},
|
||||||
|
'Uganda': {'key': 'Uganda', 'pop': 45741000, 'year': 2020},
|
||||||
|
'Ukraine': {'key': 'Ukraine', 'pop': 43733759, 'year': 2020},
|
||||||
|
'United Arab Emirates': {'key': 'United_Arab_Emirates', 'pop': 9890400, 'year': 2020},
|
||||||
|
'United Kingdom': {'key': 'United_Kingdom', 'pop': 67886004, 'year': 2020},
|
||||||
|
'Tanzania': {'key': 'United_Republic_of_Tanzania', 'pop': 59734213, 'year': 2020},
|
||||||
|
'United States Virgin Islands': {'key': 'United_States_Virgin_Islands', 'pop': 104423, 'year': 2020},
|
||||||
|
'United States': {'key': 'United_States_of_America', 'pop': 331002647, 'year': 2020},
|
||||||
|
'Uruguay': {'key': 'Uruguay', 'pop': 3473727, 'year': 2020},
|
||||||
|
'Uzbekistan': {'key': 'Uzbekistan', 'pop': 33469199, 'year': 2020},
|
||||||
|
'Venezuela': {'key': 'Venezuela', 'pop': 28435943, 'year': 2020},
|
||||||
|
'Vietnam': {'key': 'Vietnam', 'pop': 97338583, 'year': 2020},
|
||||||
|
'Western Sahara': {'key': 'Western_Sahara', 'pop': 597330, 'year': 2020},
|
||||||
|
'Yemen': {'key': 'Yemen', 'pop': 29825968, 'year': 2020},
|
||||||
|
'Zambia': {'key': 'Zambia', 'pop': 18383956, 'year': 2020},
|
||||||
|
'Zimbabwe': {'key': 'Zimbabwe', 'pop': 14862927, 'year': 2020},
|
||||||
|
'World': {'key': 'entered by hand', 'pop': 7713468000},
|
||||||
|
}
|
||||||
Reference in New Issue
Block a user