COVID-19 Sandbox report / 16 January 2022¶

Report's data covers a period from '22 January 2020' till '16 January 2022'. Report based on data gathered from Johns Hopkins University and Yandex company.

There are several terms that you will often meet in the report:

  • Today - the last available day in the report's data.
  • This week - the latest available week includes 'Today.' NOTE: Week starts from Monday.
  • SMA - simple moving average. Usually used with number meaning amount of days based on. For instance, SMA-7 means that this is a simple moving average value based on seven days windows.

World stats¶

This day¶

The number in parentheses represents a previous period - yesterday or the last week

  • Today we have:
    • Confirmed: 29 230 people (2 584 942 people)
    • Recovered: 22 731 people (26 584 people)
    • Deaths: 686 people (5 902 people)
  • During this week:
    • Confirmed: 18 667 755 people (17 284 226 people)
    • Recovered: 171 703 people (162 873 people)
    • Deaths: 46 462 people (44 703 people)
  • Total from the beginning of reports data:
    • Confirmed: 326 484 002 people
    • Recovered: 16 293 329 people
    • Deaths: 5 560 385 people

Max values¶

  • Daily
    • Confirmed: 3 701 642 people on 12 January 2022
    • Recovered: 1 504 943 people on 12 December 2020
    • Deaths: 36 702 people on 04 October 2021
  • Weekly
    • Confirmed: 18 667 755 people on a week 10 January 2022 - 16 January 2022
    • Recovered: 4 759 410 people on a week 03 May 2021 - 09 May 2021
    • Deaths: 101 006 people on a week 18 January 2021 - 24 January 2021

World's dynamic¶

Below is the plot of world cases dynamic. And while deaths are pretty steady, the number of new cases increases.

Confirmed cases and Deaths

Another plot to show mean value with a confidence interval of confirmed cases and deaths of all countries.

Confirmed cases and Deaths per country

In addition you can see the world dynamic in the following video:

  • World confirmed cases
  • World confirmed cases per 100 000 people
  • World death cases
  • World death cases per 100 000 people

TOP-10 lists¶

By Confirmed cases¶

Per day¶

You can see the countries list ordered by today's confirmed cases and their confirmed cases history for the last seven days in the table below.

Date 2022-01-10 2022-01-11 2022-01-12 2022-01-13 2022-01-14 2022-01-15 2022-01-16
Country
Russia 15830 17525 17946 21155 23820 27179 29230
Afghanistan 13 77 40 91 37 39 0
Panama 3139 4105 6513 0 18604 8902 0
New Zealand 23 92 39 60 54 68 0
Nicaragua 0 37 0 0 0 0 0
Niger 70 0 184 46 41 0 0
Nigeria 420 422 432 423 0 619 0
North Macedonia 813 1964 1820 1859 1731 1633 0
Norway 6540 9622 11825 11597 12360 8477 0
Oman 539 609 718 750 0 0 0

The next table - is a country list ordered by this week's confirmed cases and their confirmed cases history for the last four weeks.

Date 2021-12-13 2021-12-20 2021-12-27 2022-01-03 2022-01-10
Country
US 163397 1392782 2835251 5142269 5183700
France 107009 490400 1134801 1862681 1787363
India 20789 46495 129549 784845 1414437
Italy 52360 258158 680763 1108863 1112511
Spain 0 262480 576738 870161 928130
Argentina 7417 70335 234888 615914 718780
UK 171253 774077 1109917 1254118 682410
Australia 7893 55796 182085 552728 680825
Brazil 3839 25696 54161 231756 452668
Germany 55062 196902 199142 344953 434467
Total¶

A table below represents a TOP-10 countries list ordered by Confirmed cases in total.

Date 2022-01-16
Country
Russia 10803534
Afghanistan 0
Panama 0
New Zealand 0
Nicaragua 0
Niger 0
Nigeria 0
North Macedonia 0
Norway 0
Oman 0

However, the previous table changes dramatically if we calculate the number of cases per 100 000 people in each country.

Date 2022-01-16
Country
Russia 7403
Afghanistan 0
Panama 0
New Zealand 0
Nicaragua 0
Niger 0
Nigeria 0
North Macedonia 0
Norway 0
Oman 0

By Recovered cases¶

Since the statistics for recovered cases are pretty poor, there are no TOP lists because they will be very misleading.

By Deaths cases¶

Per day¶

You can see the countries list ordered by today's deaths cases and their deaths cases history for the last seven days in the table below.

Date 2022-01-10 2022-01-11 2022-01-12 2022-01-13 2022-01-14 2022-01-15 2022-01-16
Country
Russia 741 783 745 740 739 723 686
Afghanistan 0 1 2 0 0 2 0
Panama 4 10 7 0 14 11 0
New Zealand 0 1 0 0 0 0 0
Nicaragua 0 0 0 0 0 0 0
Niger 1 0 5 0 1 0 0
Nigeria 8 1 6 0 0 3 0
North Macedonia 10 13 7 8 13 9 0
Norway 0 0 22 9 0 0 0
Oman 1 0 0 0 0 0 0

The next table - is a country list ordered by this week's deaths cases and their confirmed cases history for the last four weeks.

Date 2021-12-13 2021-12-20 2021-12-27 2022-01-03 2022-01-10
Country
US 829 9799 8937 11117 12032
Russia 2099 7015 6300 5645 5157
Poland 613 2842 3265 2150 2528
India 685 2443 1896 2043 2130
Italy 220 970 1035 1392 1818
UK 170 658 987 1310 1761
Germany 544 2080 1725 1872 1594
France 160 1149 1303 1497 1432
Vietnam 463 1648 1617 1488 1161
Mexico 479 924 785 790 1000
Total¶

A table below represents a TOP-10 countries list ordered by Confirmed cases in total.

Date 2022-01-16
Country
Russia 321320
Afghanistan 0
Panama 0
New Zealand 0
Nicaragua 0
Niger 0
Nigeria 0
North Macedonia 0
Norway 0
Oman 0

However, the previous table changes dramatically if we calculate number of cases per 100 000 people in each country

Date 2022-01-16
Country
Russia 220
Afghanistan 0
Panama 0
New Zealand 0
Nicaragua 0
Niger 0
Nigeria 0
North Macedonia 0
Norway 0
Oman 0

TOP-5 dynamic¶

Let's build some graphics to see probably interesting TOP-5 countries changes in Confrimed cases and Deaths. I don't show TOP-10 countries because it makes graphs hard to read. All our graphs in this section are started from 01 March 2020.

Confirmed cases per day in TOP-5 countries
Deaths per day in TOP-5 countries

References¶

  • COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University (https://github.com/CSSEGISandData/COVID-19)
  • Data for Russia from March till end of August retrieved from Yandex Datalens Covid Dashboard (https://datalens.yandex/7o7is1q6ikh23)
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com.

Created by Denis Legashov. Source code available on GitHub