ANALYSIS REPORT ON Covid-19 PANDEMIC INIDA

[Pages:36]ANALYSIS REPORT ON

"Covid-19 PANDEMIC INIDA"

2019-2020 SUBMITTED BY

AKASH KUNDU ( 11001 ) AKSHAY KALE ( 11004 ) SHUBHAM RAJPUT ( 11023 ) SIDDHANT FULZELE ( 11024 ) TEJAS AKADKAR ( 11027 ) VINAY KUMAR KUSHWAHA ( 11030 )

Submitted in partial fulfillment of the requirements for qualifying

M.Sc.(Data Science) ? SEM II Department of Computer Science

DECCAN EDUCATION SOCIETY'S

FERGUSSON COLLEGE (AUTONOMOUS), PUNE:- 411 004

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Deccan Education Society's Fergusson College (Autonomous), Pune

Department Of Computer Science

CERTIFICATE

This is to certify that the project entitled _____ Covid-19 PANDEMIC INIDA ______________________ submitted by

1. _Aakash Kundu (11001)______________ 2. _Akshay Kale (11004)________________ 3. _Shubham Rajput (11023)____________ 4. _Siddhant Fulzele (11024)____________ 5. _Tejas Akadkar (11027)______________ 5. _Vinay Khushwaha (11030)______________

in partial fulfillment of the requirement of the completion of M.Sc.(Data Science)-I [Semester-II], has been carried out by them under our guidance satisfactorily during the academic year 2019-2020.

Place: Pune Date: / /2020

Project Guide: 1. ______________

Head of Department

Department Of Computer Science Fergusson College, Pune

Examiners Name 1. ___________________________ 2. ___________________________

Sign _______________ ____________________

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ACKNOWLEDGEMENT

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ACKNOWLEDGEMENT

Words fall short to express our deep sense of gratitude towards them all who have imparted their valuable time, energy and intellect towards the beautification of our Analysis project entitled as, "Covid-19 Pandemic India". It gives us a great pleasure in presenting this report. Its justification will never sound good if we do not express our vote of thanks to our guide Prof. Swati Satpute without whose help our Analysis & its thesis would have neither began nicely nor would have reached a fine ending. Never can we forget the hard labor & pain taken by our H.O.D. & All Professors who's hard ? working nature, sophisticated teaching & guidance helped us framing & building this project & lastly we are also thankful to and their Research Team for being directly or indirectly helpful to us to build our project to be presented to the college. By:-

AKASH JAGDISH KUNDU AKSHAY PARSHURAM KALE SHUBHAM RAJENDRA RAJPUT SIDDHANT BALIRAM FULZELE TEJAS PRADEEP AKADKAR VINAY KHUSHWAHA

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Content

Sr. No.

Content

1 Introduction

1.1

Introduction Covid-19

1.2

Pandemic

1.3

Problem Statement

2 Literature Survey

2.1

Research Papers Referred

2.2

Data Source

3 Data & Preprocessing

3.1

Data Description

3.2

Technologies Used

3.3

Data Pre-Processing

3.4

Data Exploration

4 Analysis

4.1

Analysis

4.2

R Factor

4.3

Doubling Rate

4.4

Death Rate

4.5

Recovery Rate

4.6

Cluster Analysis

4.7

Lockdown Analysis

5 Conclusion And Future Work

5.1 Conclusion

5.2 Future Enhancement

6 Bibliography

Page No.

07 07 08

10 10

12 14 14 15

17 22 23 24 25 26 29

32 33 35

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LIST OF DIAGRAM

Sr.No.

1 2 3 4 5 6 7 8 9 10 11 12 13 14

Figure No.

Chart Name

4.1

Total Cases Time Series

4.2

Percentage Rate

4.3

Gender Rate

4.4

Global Test Rate

4.5

Lockdown Phase Time Series

4.6

State Comparison

4.7

Confirm Cases Map

4.8

R0 Factor

4.9

Doubling Rate

4.10

Death Rate

4.11

Recovery Rate

4.12

Urban Population Map

4.13

GDP India Map

4.14

Lockdown Comparison

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CHAPTER 1

INTRODUCTION

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1.1 INTRODUCTION:

Coronavirus disease 2019 (COVID-19) is an infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). It was first identified in December 2019 in Wuhan, China, and has resulted in an ongoing pandemic. The first case may be traced back to 17 November 2019. As of 8 June 2020, more than 6.98 million cases have been reported across 188 countries and territories, resulting in more than 401,000 deaths. More than 3.13 million people have recovered.

The virus is primarily spread between people during close contact, most often via small droplets produced by coughing, sneezing, and talking. The droplets usually fall to the ground or onto surfaces rather than travelling through air over long distances. Less commonly, people may become infected by touching a contaminated surface and then touching their face. It is most contagious during the first three days after the onset of symptoms, although spread is possible before symptoms appear, and from people who do not show symptoms

The virus is primarily spread between people during close contact, most often via small droplets produced by coughing, sneezing, and talking. The droplets usually fall to the ground or onto surfaces rather than travelling through air over long distances. Less commonly, people may become infected by touching a contaminated surface and then touching their face. It is most contagious during the first three days after the onset of symptoms, although spread is possible before symptoms appear, and from people who do not show symptoms.

1.2 PANDEMIC :

The COVID-19 pandemic, also known as the coronavirus pandemic, is an ongoing pandemic of coronavirus disease 2019 (COVID19), caused by severe acute respiratory syndrome coronavirus 2 (SARSCoV2). The outbreak was first identified in Wuhan, China, in December 2019. The World Health Organization declared the outbreak a Public Health Emergency of International Concern on 30 January, and a pandemic on 11 March.

A global coordinated effort is needed to stop the further spread of the virus. A pandemic is defined as "occurring over a wide geographic area and affecting an exceptionally high proportion of the population." The last pandemic reported in the world was the H1N1 flu pandemic in 2009.

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