Question

In: Computer Science

{PYTHON }You have a CSV file containing the location and population of various cities around the...

{PYTHON }You have a CSV file containing the location and population of various cities around the world. For this question you'll be given a list of cities and return the total population across all those cities.

Write a function named "total_population" that takes a string then a list as parameters where the string represents the name of a CSV file containing city data in the format "CountryCode,CityName,Region,Population,Latitude,Longitude" and the second parameter is a list where each element is itself a list containing 3 strings as elements representing the CountryCode, CityName, and Region in this order. Return the total population of all cities in the list. Note that the city must match the country, name, and region to ensure that the correct city is being read.

Solutions

Expert Solution

import pandas as pd         #to read csv into a dataset
    
def total_population(file_name, city_list):             #function definition with required parameters
    data = pd.read_csv(file_name)           #reading a csv file
    pop = 0             #for storing population
    for i in city_list:         #looping through the list
        temp =  data.loc[(data.CountryCode == int(i[0])) & (data.CityName == i[1]) & (data.Region == i[2])]         #selecting row matching the conditions
        pop += int(temp['Population'])          #summing population for each city
    return pop              #returning total population

#sample test run
print('Total Population =',total_population('hello.csv', [['013','Mumbai','West'],['014','Dun','North']]))

Screenshot of output:


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