2. Coronavirus Disease 2019
INTRODUCTION
• Coronavirus disease 2019 (COVID-19) is a contagious disease caused
by (SARS-CoV-2) .
• The first case was identified in Wuhan China, in December 2019 .
• It was confirmed as a Pandemic by WHO on 11 march 2020 .
• Data set name as “Coronavirus_full_data” includes the data for approximately
192 countries , 6 continents and overall world data .
• Data is for approximately 1 year .
• The major task is to analyse the Covid-19 situation in different countries and
continents and form a comparative analysis between them .
• The Exploratory Data Analysis (EDA) is being choose to analyse the further
process .
3. Exploratory Data Analysis
Continent Wise
4%
21%
0%
30%
29%
16%
0%
Continents VS Cases
Africa
Asia
Australia
Europe
North America
South America
Antarctica
4%
16%
0%
32%
30%
18%
0%
Continents VS Deaths
Africa
Asia
Australia
Europe
North America
South America
Antarctica
• North America and Europe are leading
continents with highest number of cases as
well as deaths .
• Percentage of Deaths in North America were
highest than percentage of cases .
• Asia have higher percentage of cases as
compare to deaths .
• Australia and Antarctica reports minimum
number of cases and deaths .
4. Country Wise
United
States
India Brazil Russia
United
Kingdom
France Spain Italy Germany Colombia
Total Number of Cases 28759979 11156923 10718630 4230707 4207120 3870144 3136321 2976274 2472913 2262646
0
5000000
10000000
15000000
20000000
25000000
30000000
35000000
Cases
Total Number of Cases
518453
259271
188044
157435
124017
98635 87695 85901 71285 70247
0
100000
200000
300000
400000
500000
600000
United
States
Brazil Mexico India United
Kingdom
Italy France Russia Germany Spain
Deaths
Total Number of Deaths
• This graphs represents the Top 10
countries with highest number of
cases and deaths .
• United States tops in both the position.
.
• Colombia have higher cases but it
didn’t lies in top 10 in number of
deaths .
• Mexico have higher deaths but it
didn’t lies in top 10 in number of
Cases .
• There are 8 countries which have
higher number of cases as well as
deaths .
5. Country Wise
0
500000
1000000
1500000
2000000
2500000
3000000
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41
Number
of
Cases
10 Days Record
Number of Cases in 10 days
Brazil
France
Germa
ny
India
Italy
Russia
UK
US
• US dominates all around the world
in number of cases .
• US curve starts increasing at
increasing rate and then decreases
at increasing rate .
• Indian and Italy curve shows the
normal distribution curve .
6. Country Wise
0
5000
10000
15000
20000
25000
30000
35000
40000
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41
Number
of
Deaths
10 days record
Number of Deaths in 10 days
Brazil
France
Germany
India
Italy
Russia
UK
US
• US again dominates in Number of Deaths .
• Indian Death curve shows the normal
distribution curve .
• UK death rate sees a sudden increase
after 250 days due to New Covid Strain
found in UK .
8. India and it’s Neighbours
• India leads among it’s neighbouring countries
with highest number of Cases as well as Deaths .
• After India , Pakistan and Bangladesh are the
most affected countries .
55770
547930
867 100489
11156923
20280 141984 274381 585435
84226
0
1000000
2000000
3000000
4000000
5000000
6000000
7000000
8000000
9000000
10000000
11000000
12000000
TOTAL NUMBER OF CASES
2446 8428
1 4819
157435
63 3199 2778
13076
484
0
20000
40000
60000
80000
100000
120000
140000
160000
180000
TOTAL NUMBER OF DEATHS
9. Special Case of New Zealand
-20
0
20
40
60
80
100
1
11
21
31
41
51
61
71
81
91
101
111
121
131
141
151
161
171
181
191
201
211
221
231
241
251
261
271
281
291
301
311
321
331
341
351
361
Number
of
cases
Number of days
New Zealand
New Cases
7 days moving average for New
Cases
• New Zealand number of cases and
7- days moving average depicts
normality .
• After around 150 days , there were
zero number of cases .
• On 8 July 2020 ,New Zealand
removes all Covid-19 restrictions.
• It become first country to become
a Covid free country .
10. Conclusion
• Coronavirus 2nd wave is still occurring in many countries .
• US , Brazil , India are still among three top countries affected by Coronavirus .
• Besides a long period of lockdown , India reports highest number of cases on 6th April
2021 as there were 115000 new cases in a single day .
• It may take around 5 years to control the pandemic as per WHO reports .
• UK strain , Brazil strain and SouthAfrica’s strain were recently found in many
countries .
• Around 24000 mutations were found in India itself .
• There are number of vaccines that may prevails but still it is a need of and hour follow
the guidelines strictly .
• New Zealand and China are the best examples to control the virus .
