The world population data spans from 1960 to 2017. We'd like to build a predictive model that can give us the best guess at what the future or past population of a particular country was or might be. First, however, we need to formulate our data such that sklearn's Ridge regression class can train on our data. To do this, we will write a function that takes as input a country name and return a 2-d numpy array that contains the year and the measured population. Function Specifications: Should take a str as input and return a numpy array type as output. The array should only have two columns containing the year and the population, in other words, it should have a shape (?, 2) where ? is the length of the data. The values within the array should be of type int. Hint: You'll need to use both the the population and country map dataframes given above. ### START FUNCTION def get_year_pop(country_name):     # your code here     return

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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The world population data spans from 1960 to 2017. We'd like to build a predictive model that can give us the best guess at what the future or past population of a particular country was or might be.

First, however, we need to formulate our data such that sklearn's Ridge regression class can train on our data. To do this, we will write a function that takes as input a country name and return a 2-d numpy array that contains the year and the measured population.

Function Specifications:

  • Should take a str as input and return a numpy array type as output.
  • The array should only have two columns containing the year and the population, in other words, it should have a shape (?, 2) where ? is the length of the data.
  • The values within the array should be of type int.

Hint: You'll need to use both the the population and country map dataframes given above.

### START FUNCTION
def get_year_pop(country_name):
    # your code here
    return

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