The earnings of professional athletes in different sports can vary. An athlete can be paid a base salary, earn signing bonuses upon signing a new contract, or even earn money by finishing in a certain position in a race or tournament. The data shown below are the earnings (for performance only, no endorsements) from Major League Baseball (MLB), Major League Soccer (MLS), the National Basketball Association (NBA), the National Football League (NFL), the National Hockey League (NHL), the National Association for Stock Car Auto Racing (NASCAR), and the Professional Golf Association Tour (PGA) for a recent year.

Organization Number of Players
MLB 858
MLS 410
NBA 463
NFL 1861
NHL 722
PGA 262
With the exception of NASCAR, the named sports organization is for male athletes. Several of these organizations have a female counterpart. Professional female athletes in North American may compete in National Pro Fastpitch (NPF), ), National Women’s Soccer League (NWSL), Women’s National Basketball Association (WNBA), Canadian Women’s Hockey League(CWHL) and National Women’s Hockey League (NWHL), and Ladies Professional Golf Association (LPGA).

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The chart below displays the number of players in the chart above separated into earning ranges for each sporting organization.

Organization $0 – $500,000 $500,001 – $2,000,000 $2,000,001 – $6,000,000 $6,000,001 – $10,000,000 $10,000,001 +
MLB 353 182 164 85 74
MLS 403 5 1 1 0
NBA 35 157 137 77 57
NFL 554 746 468 85 38
NHL 42 406 237 37 0
NASCAR 23 16 31 6 0
PGA 110 115 36 1 0
Source: Larson


The data may be downloaded at this link Athlete Earnings Data File.xlsx

The complete assignment instructions may be printed or saved at this link M4 Case Study.docx


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Prepare responses to the following using to create graphs and execute operations, as needed. Download and save the work product (graphs, computations,charts) to be embedded within your response in the provided answer fields. All answers must be visible in the field without the needed to click a link. Access this link for instructions on how to embed an image into the answer field. (Links to an external site.)

Prepare explanations in Word to copy and paste into the answer field when you are ready. Be sure that your explanations demonstrate correct grammar and mathematical notation; the Wyris Equation Editor may be needed to insert special characters.

Questions 1 and 2 require the use of (Links to an external site.)to create tables and charts (see Module 2, sections 2.1-2.2). Download and save the work product (complete with labels and titles) to embed, not link, into the answer field along with any required explanations.

Questions 3 and 4 will analyze data using statistical measures. Use (Links to an external site.)to determine the indicated measures using the frequency distribution of question 2. Download and save the work product to embed, not link, as support for your answers.

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