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Italy COVID-19 Data Analysis

In this data analysis, we'll be using the datasets file italy-covid-daywise.txt which contains daywise Covid-19 data for Italy in the following format:

date,new_cases,new_deaths,new_tests
2020-04-21,2256.0,454.0,28095.0
2020-04-22,2729.0,534.0,44248.0
2020-04-23,3370.0,437.0,37083.0
2020-04-24,2646.0,464.0,95273.0
2020-04-25,3021.0,420.0,38676.0
2020-04-26,2357.0,415.0,24113.0
2020-04-27,2324.0,260.0,26678.0
2020-04-28,1739.0,333.0,37554.0
...

This format of storing data is known as comma separated values or CSV.

#importing the required libraries
import pandas as pd
from urllib.request import urlretrieve
import matplotlib
import matplotlib.pyplot as plt
import seaborn as sns
import jovian

Retreiving the Data

covid_df = pd.read_csv('datasets/italy-covid-daywise.csv')