Python Exercise: Create a plot of total deaths, confirmed, recovered and active cases Country wise where deaths greater than 150
Python Project: COVID-19 Exercise-10 with Solution
Write a Python program to create a plot (lines) of total deaths, confirmed, recovered and active cases Country wise where deaths greater than 150.
Sample Solution:
Python Code:
import pandas as pd
import matplotlib.pyplot as plt
covid_data= pd.read_csv('https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/csse_covid_19_daily_reports/03-19-2020.csv', usecols = ['Last Update', 'Country/Region', 'Confirmed', 'Deaths', 'Recovered'])
covid_data['Active'] = covid_data['Confirmed'] - covid_data['Deaths'] - covid_data['Recovered']
r_data = covid_data.groupby(["Country/Region"])["Deaths", "Confirmed", "Recovered", "Active"].sum().reset_index()
r_data = r_data.sort_values(by='Deaths', ascending=False)
r_data = r_data[r_data['Deaths']>50]
plt.figure(figsize=(15, 5))
plt.plot(r_data['Country/Region'], r_data['Deaths'],color='red')
plt.plot(r_data['Country/Region'], r_data['Confirmed'],color='green')
plt.plot(r_data['Country/Region'], r_data['Recovered'], color='blue')
plt.plot(r_data['Country/Region'], r_data['Active'], color='black')
plt.title('Total Deaths(>150), Confirmed, Recovered and Active Cases by Country')
plt.show()
Sample Output:
Python Code Editor:
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Previous: Write a Python program to get the top 10 countries data (Last Update, Country/Region, Confirmed, Deaths, Recovered) of Novel Coronavirus (COVID-19).
Next: Write a Python program to visualize the state/province wise death cases of Novel Coronavirus (COVID-19) in USA.
What is the difficulty level of this exercise?
Python: Tips of the Day
Find current directory and file's directory:
To get the full path to the directory a Python file is contained in, write this in that file:
import os dir_path = os.path.dirname(os.path.realpath(__file__))
(Note that the incantation above won't work if you've already used os.chdir() to change your current working directory, since the value of the __file__ constant is relative to the current working directory and is not changed by an os.chdir() call.)
To get the current working directory use
import os cwd = os.getcwd()
Documentation references for the modules, constants and functions used above:
- The os and os.path modules.
- The __file__ constant
- os.path.realpath(path) (returns "the canonical path of the specified filename, eliminating any symbolic links encountered in the path")
- os.path.dirname(path) (returns "the directory name of pathname path")
- os.getcwd() (returns "a string representing the current working directory")
- os.chdir(path) ("change the current working directory to path")
Ref: https://bit.ly/3fy0R6m
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