Python Exercise: Visualize the state/province wise death cases of Novel Coronavirus in USA
Write a Python program to visualize the state/province wise death cases of Novel Coronavirus (COVID-19) in USA.
Sample Solution:
Python Code:
import pandas as pd
import plotly.express as px
covid_data= pd.read_csv('https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_daily_reports/03-17-2020.csv')
us_data = covid_data[covid_data['Country/Region']=='US'].drop(['Country/Region','Latitude', 'Longitude'], axis=1)
us_data = us_data[us_data.sum(axis = 1) > 0]
us_data = us_data.groupby(['Province/State'])['Deaths'].sum().reset_index()
us_data_death = us_data[us_data['Deaths'] > 0]
state_fig = px.bar(us_data_death, x='Province/State', y='Deaths', title='State wise deaths reported of COVID-19 in USA', text='Deaths')
state_fig.show()
Jupyter Notebook:
Have another way to solve this solution? Contribute your code (and comments) through Disqus.
Previous: Write a Python program to create a plot (lines) of total deaths, confirmed, recovered and active cases Country wise where deaths greater than 150.
Next: Write a Python program to visualize the state/province wise Active cases of Novel Coronavirus (COVID-19) in USA.
Download the above Notebook from here.
What is the difficulty level of this exercise?