Canada.csv [VERIFIED]

: Specific region (e.g., Southern Asia, Western Europe).

The dataset typically contains 195 rows (countries) and 43 columns, including: : The name of the country of origin. AreaName : Continent of origin (e.g., Asia, Africa).

import pandas as pd # Direct link to the official practice dataset url = 'https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/Canada.csv' df_can = pd.read_csv(url) # Display the first few rows print(df_can.head()) Use code with caution. Copied to clipboard 3. Essential Data Cleaning CANADA.csv

Before analysis, it is standard practice to perform these steps:

: Often used to compare the top 5 countries that contributed the most immigrants. : Specific region (e

: Various learning modules use a W.H.O. COVID-19 Canada CSV for cleaning exercises.

: Drop columns like Area , Reg , and Dev that use numerical codes instead of names. import pandas as pd # Direct link to

The file is a widely used practice dataset in data science, most notably featured in IBM's Data Visualization with Python course on Coursera and edX. It tracks immigration to Canada from 1980 to 2013 , broken down by country of origin. 1. Data Overview