Data Analysis and Create a Linear Model - Computer Science Assignment Help

Assignment Task

You are a Data Analyst working for a consulting firm and you have been assigned to work on two unrelated projects. You are supposed to present a report to the senior consultant that he will review before presenting the clients.
 

This assessment maps to the following objectives:

1. Select from data analysis and visualisation techniques in order to create a linear model.
2. Interpret data within a linear model to make predictions from the model.
3. Execute techniques to transform, reduce and summarise data in order to visualise it.
4. Articulate the ideas that data scientists consider when looking at data.
5. Communicate professionally on the application of linear models through the use of real-world case studies.

Project 1 

Masthead Media, based in the United States, are currently reviewing the direction of their flagship newspaper, the Boston Sun?Times. The Boston Sun?Times is known for investigative journalism, for which it has won a number of Pulitzer Prizes. The newspaper's editorial staff believe that this unrelenting focus on truth and justice is responsible for the newspaper's sterling reputation. The Boston Sun?Times has received, on average, a Pulitzer Prize every year for the past 25 years.
Masthead Media is deciding whether to continue to invest in the Sun?Times' investigative journalism, or to encourage the newspaper to take a more populist, tabloid slant, in a bid to arrest a recent decline in readership. The Boston Sun?Times currently has a circulation of 453,869.
 

Masthead Media wants the data science team to investigate three key questions:
 

1. Whether publications that win more Pulitzer Prizes have a smaller, or a larger, average circulation;
2. Whether publications that win more Pulitzer Prizes see a percentage increase, or decrease, in circulation, during the period that they win the prizes; and
3. If these relationships exist, how might the trajectory of the Boston Sun-Times's circulation change depending on the newspapers strategic direction?

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