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Covid-19 India : Data Analysis

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, Hubei, China, and has resulted in an ongoing pandemic. As of 16 September 2020, more than 29.6 million cases have been reported across 188 countries and territories with more than 936,000 deaths; more than 20.1 million people have recovered.

The COVID-19 pandemic in India is part of the worldwide pandemic of coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The first case of COVID-19 in India, which originated from China, was reported on 30 January 2020. India currently has the largest number of confirmed cases in Asia, and has the second-highest number of confirmed cases in the world after the United States with more than 10.3 million reported cases of COVID-19 infection and more than 150,000 deaths as of January 06, 2021.The per day cases peaked mid-September in India with over 90,000 cases reported per day and have since come down to below 40,000 in December.

In July 2020, India's Ministry of Information and Broadcasting claimed the country's case fatality rate was among the lowest in the world at 2.41% and "steadily declining". By mid-May 2020, six cities accounted for around half of all reported cases in the country – Mumbai, Delhi, Ahmedabad, Chennai, Pune and Kolkata. The last region to report its first case was Lakshwadeep, on 19 January 2021, nearly a year after the first reported case in India. On 10 June, India's recoveries exceeded active cases for the first time. Infection rates started to drop significantly in September, and the number of daily new cases and active cases started to decline rapidly. A Government panel on COVID-19 announced in October that the pandemic had peaked in India, and may come under control by February 2021. India has over 30 anti-COVID vaccines in various stages of development and a national vaccination drive was started on 16 January 2021.

Importing required libraries

import pandas as pd
import numpy as np 
import missingno
import matplotlib.pyplot as plt
%matplotlib inline
import seaborn as sns
import bar_chart_race as bcr
import plotly
import plotly.express as px
import plotly.graph_objects as go
import cufflinks as cf
import plotly.offline as pyo
from plotly.offline import init_notebook_mode,plot,iplot
plt.rcParams['figure.figsize'] = 10, 12
import warnings
warnings.filterwarnings('ignore')
pyo.init_notebook_mode(connected=True)  # Required to use plotly offline in jupyter notebook
cf.go_offline()