Question

Job Title Salary
Accountants and Auditors 48016.13
Actuaries 59598.07
Administrative Law Judges, Adjudicators, and Hearing Officers 63965.04
Administrative Services Managers 63384.11
Adult Basic and Secondary Education and Literacy Teachers and Instructors 65107.48
Advertising and Promotions Managers 72901.85
Advertising Sales Agents 50254.43
Aerospace Engineering and Operations Technicians 55866.82
Aerospace Engineers 56394.51
Agents and Business Managers of Artists, Performers, and Athletes 65452.90
Agricultural and Food Science Technicians 78414.31
Agricultural Inspectors 58825.73
Agricultural Sciences Teachers, Postsecondary 55612.90
Air Traffic Controllers 44655.45
Aircraft Cargo Handling Supervisors 53173.07
Aircraft Structure, Surfaces, Rigging, and Systems Assemblers 45519.12
Airfield Operations Specialists 58886.55
Airline Pilots, Copilots, and Flight Engineers 46512.62
Anthropologists and Archeologists 97955.34
Appraisers and Assessors of Real Estate 66562.83
Arbitrators, Mediators, and Conciliators 81784.16
Architects, Except Landscape and Naval 56240.04
Architectural and Civil Drafters 105081.18
Architecture and Engineering Occupations 54360.51
Architecture Teachers, Postsecondary 51675.35
Archivists 79423.54
Art Directors 61595.66
Art, Drama, and Music Teachers, Postsecondary 49052.71
Athletic Trainers 67215.01
Atmospheric and Space Scientists 67913.63
Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary 58312.20
Audiologists 92937.91
Avionics Technicians 51439.50
Biomedical Engineers 64078.58
Boilermakers 47076.22
Broadcast News Analysts 47516.87
Brokerage Clerks 59587.35
Budget Analysts 49975.91
Business and Financial Operations Occupations 45420.47
Business Operations Specialists, All Other 71296.44
Business Teachers, Postsecondary 49049.41
Buyers and Purchasing Agents, Farm Products 60798.48
Camera and Photographic Equipment Repairers 55757.70
Captains, Mates, and Pilots of Water Vessels 106147.79
Cardiovascular Technologists and Technicians 54957.15
Career/Technical Education Teachers, Middle School 63777.06
Career/Technical Education Teachers, Secondary School 56480.38
Cargo and Freight Agents 77971.72
Cartographers and Photogrammetrists 71274.10
Chefs and Head Cooks 65352.41
Chemical Engineers 67832.69
Chemical Equipment Operators and Tenders 48825.71
Chemical Plant and System Operators 60430.73
Chemical Technicians 52387.30
Chemistry Teachers, Postsecondary 67272.62
Chemists 70183.55
Child, Family, and School Social Workers 44918.12
Chiropractors 71536.64
Civil Engineers 60283.78
Claims Adjusters, Examiners, and Investigators 46755.56
Clinical, Counseling, and School Psychologists 62256.34
Coil Winders, Tapers, and Finishers 46719.91
Commercial and Industrial Designers 46161.96
Commercial Pilots 59511.26
Communications Equipment Operators, All Other 45193.61
Communications Teachers, Postsecondary 59942.74
Community and Social Service Occupations 62843.99
Community Health Workers 50534.05
Compensation and Benefits Managers 54260.39
Compensation, Benefits, and Job Analysis Specialists 97125.31
Compliance Officers 52714.92
Computer and Information Research Scientists 85839.70
Computer and Information Systems Managers 54511.89
Computer and Mathematical Occupations 57782.61
Computer Hardware Engineers 60384.20
Computer Network Architects 88449.56
Computer Network Support Specialists 87955.98
Computer Occupations, All Other 48711.42
Computer Programmers 85834.97
Computer Science Teachers, Postsecondary 74398.87
Computer Systems Analysts 63165.90
Computer User Support Specialists 50445.76
Conservation Scientists 91578.89
Construction and Building Inspectors 80083.88
Construction Managers 63357.32
Continuous Mining Machine Operators 51913.29
Control and Valve Installers and Repairers, Except Mechanical Door 81516.13
Conveyor Operators and Tenders 83958.61
Cost Estimators 46823.90
Crane and Tower Operators 53607.82
Credit Analysts 92861.36
Credit Counselors 76657.97
Criminal Justice and Law Enforcement Teachers, Postsecondary 47455.12
Curators 76483.28
Database Administrators 75484.69
Dental Hygienists 50688.88
Derrick Operators, Oil and Gas 62398.55
Detectives and Criminal Investigators 89353.12
Diagnostic Medical Sonographers 53324.02
Dietitians and Nutritionists 45827.68
Directors, Religious Activities and Education 48758.90
Drafters, All Other 95387.13
Economics Teachers, Postsecondary 56487.29
Economists 45660.90
Editors 53865.79
Education Administrators, All Other 59105.71
Education Administrators, Elementary and Secondary School 46003.90
Education Administrators, Postsecondary 45351.30
Education Administrators, Preschool and Childcare Center/Program 47101.09
Education Teachers, Postsecondary 65553.79
Education, Training, and Library Occupations 98009.48
Educational, Guidance, School, and Vocational Counselors 86640.64
Electric Motor, Power Tool, and Related Repairers 44645.89
Electrical and Electronics Drafters 76923.06
Electrical and Electronics Engineering Technicians 69245.93
Electrical and Electronics Installers and Repairers, Transportation Equipment 64430.16
Electrical and Electronics Repairers, Commercial and Industrial Equipment 49034.28
Electrical and Electronics Repairers, Powerhouse, Substation, and Relay 74267.49
Electrical Engineers 45585.26
Electrical Power-Line Installers and Repairers 56545.77
Electricians 52958.51
Electro-Mechanical Technicians 103596.07
Electronics Engineers, Except Computer 49445.10
Elementary School Teachers, Except Special Education 60469.01
Elevator Installers and Repairers 55830.10
Embalmers 76669.14
Emergency Management Directors 52486.35
Engineering Technicians, Except Drafters, All Other 70913.52
English Language and Literature Teachers, Postsecondary 51958.82
Environmental Engineering Technicians 70609.73
Environmental Engineers 46239.83
Environmental Science and Protection Technicians, Including Health 63089.53
Environmental Science Teachers, Postsecondary 53222.87
Environmental Scientists and Specialists, Including Health 78117.46
Epidemiologists 59546.43
Executive Secretaries and Executive Administrative Assistants 57504.62
Exercise Physiologists 97957.80
Explosives Workers, Ordnance Handling Experts, and Blasters 76631.83
Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders 44711.13
Farm and Home Management Advisors 46309.18
Film and Video Editors 50892.06
Financial Analysts 93503.05
Financial Clerks, All Other 46377.01
Financial Examiners 66144.47
Financial Managers 53729.63
Financial Specialists, All Other 47712.18
Fire Inspectors and Investigators 78110.23
Firefighters 49048.28
First-Line Supervisors of Construction Trades and Extraction Workers 77212.77
First-Line Supervisors of Correctional Officers 54259.39
First-Line Supervisors of Farming, Fishing, and Forestry Workers 57006.11
First-Line Supervisors of Fire Fighting and Prevention Workers 66740.45
First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand 71131.80
First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers 48141.51
First-Line Supervisors of Mechanics, Installers, and Repairers 96448.28
First-Line Supervisors of Non-Retail Sales Workers 46742.01
First-Line Supervisors of Office and Administrative Support Workers 84892.26
First-Line Supervisors of Police and Detectives 52159.95
First-Line Supervisors of Production and Operating Workers 54860.02
First-Line Supervisors of Protective Service Workers, All Other 46325.49
First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators 48025.16
Fish and Game Wardens 64074.28
Food Service Managers 66217.99
Foreign Language and Literature Teachers, Postsecondary 46831.73
Forensic Science Technicians 90018.51
Forest and Conservation Technicians 52122.56
Foresters 53106.84
Forestry and Conservation Science Teachers, Postsecondary 53037.61
Fundraisers 85177.69
Funeral Service Managers 69149.08
Gaming Supervisors 51571.63
Gas Compressor and Gas Pumping Station Operators 46917.64
Gas Plant Operators 44650.15
General and Operations Managers 48347.81
Geography Teachers, Postsecondary 83652.46
Geological and Petroleum Technicians 55716.00
Geoscientists, Except Hydrologists and Geographers 83118.64
Health and Safety Engineers, Except Mining Safety Engineers and Inspectors 55407.30
Health Diagnosing and Treating Practitioners, All Other 86103.51
Health Educators 52679.13
Health Specialties Teachers, Postsecondary 49939.78
Health Technologists and Technicians, All Other 66099.12
Healthcare Practitioners and Technical Occupations 51607.85
Healthcare Social Workers 44530.01
Hearing Aid Specialists 53982.92
Historians 61297.74
History Teachers, Postsecondary 58585.52
Hoist and Winch Operators 53485.44
Home Economics Teachers, Postsecondary 46964.42
Human Resources Managers 48503.60
Human Resources Specialists 49084.35
Industrial Engineering Technicians 45939.53
Industrial Engineers 53782.10
Industrial Machinery Mechanics 68052.70
Industrial Production Managers 53076.33
Information and Record Clerks, All Other 79991.52
Information Security Analysts 47739.32
Installation, Maintenance, and Repair Occupations 55059.54
Instructional Coordinators 60935.53
Insurance Appraisers, Auto Damage 60924.87
Insurance Sales Agents 56095.33
Insurance Underwriters 58059.80
Interior Designers 52135.39
Judges, Magistrate Judges, and Magistrates 61603.34
Kindergarten Teachers, Except Special Education 46280.04
Labor Relations Specialists 44401.60
Landscape Architects 56769.85
Lawyers 49514.63
Layout Workers, Metal and Plastic 60563.81
Legal Occupations 69791.19
Legal Support Workers, All Other 83701.73
Librarians 52873.27
Library Science Teachers, Postsecondary 62014.35
Life Scientists, All Other 48918.43
Life, Physical, and Social Science Occupations 77180.52
Loading Machine Operators, Underground Mining 49559.43
Loan Officers 77043.88
Locomotive Engineers 44777.02
Logging Workers, All Other 69213.23
Logisticians 71382.08
Magnetic Resonance Imaging Technologists 55988.95
Management Analysts 79696.64
Managers, All Other 52729.67
Marine Engineers and Naval Architects 44415.21
Market Research Analysts and Marketing Specialists 51341.84
Marketing Managers 75304.50
Marriage and Family Therapists 87267.92
Materials Engineers 55087.26
Mathematical Science Teachers, Postsecondary 52126.64
Mechanical Drafters 65062.82
Mechanical Engineering Technicians 51617.79
Mechanical Engineers 70144.53
Media and Communication Equipment Workers, All Other 79143.93
Medical and Clinical Laboratory Technologists 45963.13
Medical and Health Services Managers 80430.28
Medical Equipment Repairers 44397.40
Meeting, Convention, and Event Planners 46740.38
Mental Health Counselors 69998.88
Metal-Refining Furnace Operators and Tenders 68235.27
Middle School Teachers, Except Special and Career/Technical Education 51563.40
Millwrights 53666.23
Mine Cutting and Channeling Machine Operators 73269.62
Mine Shuttle Car Operators 68166.15
Mining and Geological Engineers, Including Mining Safety Engineers 66546.19
Mining Machine Operators, All Other 75600.51
Mixing and Blending Machine Setters, Operators, and Tenders 46682.24
Mobile Heavy Equipment Mechanics, Except Engines 46344.99
Model Makers, Metal and Plastic 53961.80
Morticians, Undertakers, and Funeral Directors 61906.71
Multimedia Artists and Animators 53536.20
Music Directors and Composers 45438.08
Natural Sciences Managers 46906.60
Network and Computer Systems Administrators 48477.53
Nuclear Engineers 94775.09
Nuclear Medicine Technologists 58072.45
Nuclear Technicians 77995.77
Nurse Practitioners 48494.48
Nursing Instructors and Teachers, Postsecondary 48244.62
Occupational Health and Safety Specialists 45710.55
Occupational Health and Safety Technicians 64114.70
Occupational Therapists 52830.89
Occupational Therapy Assistants 56267.59
Operations Research Analysts 101882.80
Optometrists 78558.56
Orthotists and Prosthetists 57484.27
Painters, Transportation Equipment 81098.64
Paper Goods Machine Setters, Operators, and Tenders 46594.85
Paralegals and Legal Assistants 51621.38
Patternmakers, Metal and Plastic 75251.88
Personal Financial Advisors 93855.15
Petroleum Pump System Operators, Refinery Operators, and Gaugers 55671.45
Pharmacists 53707.03
Philosophy and Religion Teachers, Postsecondary 50697.42
Physical Therapist Assistants 69042.73
Physical Therapists 50121.72
Physician Assistants 44974.94
Physicists 80212.39
Physics Teachers, Postsecondary 44596.24
Plant and System Operators, All Other 68121.24
Plumbers, Pipefitters, and Steamfitters 84107.91
Podiatrists 67761.71
Police and Sheriff's Patrol Officers 67827.73
Political Science Teachers, Postsecondary 72302.75
Postal Service Clerks 68870.72
Postal Service Mail Carriers 98380.48
Postal Service Mail Sorters, Processors, and Processing Machine Operators 72373.11
Postmasters and Mail Superintendents 55195.08
Power Distributors and Dispatchers 65124.43
Power Plant Operators 50728.29
Precision Instrument and Equipment Repairers, All Other 49422.20
Private Detectives and Investigators 44924.56
Probation Officers and Correctional Treatment Specialists 71823.78
Producers and Directors 66554.69
Production, Planning, and Expediting Clerks 54788.09
Property, Real Estate, and Community Association Managers 44825.94
Psychologists, All Other 91815.57
Psychology Teachers, Postsecondary 53862.52
Public Relations and Fundraising Managers 75283.09
Public Relations Specialists 57065.95
Pump Operators, Except Wellhead Pumpers 99025.39
Purchasing Agents, Except Wholesale, Retail, and Farm Products 51859.25
Purchasing Managers 46584.29
Radiation Therapists 67475.44
Radio, Cellular, and Tower Equipment Installers and Repairers 54306.63
Radiologic Technologists 68362.38
Rail Yard Engineers, Dinkey Operators, and Hostlers 49640.99
Railroad Conductors and Yardmasters 48038.65
Rail-Track Laying and Maintenance Equipment Operators 69644.04
Real Estate Brokers 71773.72
Real Estate Sales Agents 58938.03
Recreation and Fitness Studies Teachers, Postsecondary 73586.16
Recreational Vehicle Service Technicians 51862.04
Refractory Materials Repairers, Except Brickmasons 67720.87
Registered Nurses 81311.25
Reinforcing Iron and Rebar Workers 72726.59
Respiratory Therapists 59229.56
Rolling Machine Setters, Operators, and Tenders, Metal and Plastic 66861.13
Roof Bolters, Mining 46953.92
Rotary Drill Operators, Oil and Gas 70679.37
Sales Engineers 82144.41
Sales Managers 56183.17
Sales Representatives, Services, All Other 47064.35
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products 73094.00
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products 60247.59
Secondary School Teachers, Except Special and Career/Technical Education 68957.42
Securities, Commodities, and Financial Services Sales Agents 78532.38
Service Unit Operators, Oil, Gas, and Mining 72945.26
Set and Exhibit Designers 51386.67
Ship Engineers 86862.22
Signal and Track Switch Repairers 61717.20
Social and Community Service Managers 72734.44
Social Scientists and Related Workers, All Other 53238.10
Social Work Teachers, Postsecondary 44793.24
Social Workers, All Other 55121.26
Sociology Teachers, Postsecondary 47938.92
Software Developers, Applications 51437.95
Software Developers, Systems Software 69696.24
Soil and Plant Scientists 66302.65
Sound Engineering Technicians 49573.97
Special Education Teachers, All Other 105990.79
Special Education Teachers, Kindergarten and Elementary School 46378.90
Special Education Teachers, Middle School 45229.86
Special Education Teachers, Secondary School 52861.92
Speech-Language Pathologists 54560.44
Stationary Engineers and Boiler Operators 47316.60
Statisticians 62026.14
Surveyors 60688.47
Tank Car, Truck, and Ship Loaders 60700.50
Tax Examiners and Collectors, and Revenue Agents 50372.40
Technical Writers 54365.74
Telecommunications Equipment Installers and Repairers, Except Line Installers 97406.47
Tire Builders 45958.58
Tool and Die Makers 58238.39
Training and Development Managers 44591.15
Training and Development Specialists 67118.19
Transportation Inspectors 96847.07
Transportation, Storage, and Distribution Managers 55424.01
Urban and Regional Planners 46059.28
Veterinarians 92344.34
Water and Wastewater Treatment Plant and System Operators 52821.68
Web Developers 55214.77
Wholesale and Retail Buyers, Except Farm Products 53623.83
Writers and Authors 55308.66
Zoologists and Wildlife Biologists 61307.05

Introduction

In this section you should introduce your scenario and data set. Provide a brief overview of the scenario you are given above and the data set that you will be analyzing. Classify the variables in your data set. Which variables are quantitative/qualitative? Which variables are discrete/continuous? Describe the level of measurement (nominal, ordinal, interval, ratio) for each variable included in your data set.

2. Data Visualization

Here you want to talk about the data's overall shape. Is it skewed or symmetric? Are there any outliers? Is it unimodal? Bimodal? Provide a histogram or box plot or another visualization to justify your comments. 

3. Summary Statistics

In this section you should first discuss the importance of the Measures of Center and the Measures of Variation. Explain each statistic so that a supervisor who doesn't know statistics will understand what the numbers mean. What are the measures of center and why are they important? What are the measures of variation and why are they important?

Then you should calculate and present the following sample statistics. Interpret these numbers in the context of the selected topic:

Mean

Median

Mode

Range

Standard Deviation

4. Conclusion

In this section you should recap your ideas by summarizing the information presented.

Be sure to present your work neatly and professionally. This should be presentable to your boss as an analyst's report. If you feel the need to include your data set (I suggest you do not) you should put it in an appendix, not in the body of your paper.

Answer 1

1. Classify the variables in your data set.

We are given with the data set of salaries according to the type of job category.

Which variables are quantitative/qualitative?

Quantitative variable is Salary and Qualitative variable is Job Title.

Which variables are discrete/continuous?

A discrete variable refers to a variable which assumes a finite number of isolated values, and variable salary has a finite value. So, we can say that Salary is a discrete variable.

Describe the level of measurement (nominal, ordinal, interval, ratio) for each variable included in your data set.

Level of measurement for a Job title is nominal since it contains non-numeric values and Level of measurement for Salary is Interval since salaries have a range of data.

2. Let us visualize the data with the help of a histogram and a box plot:

Is it skewed or symmetric?

From the histogram, we can clearly say that the data is skewed.

Are there any outliers?

Yes, there are outliers in the data. Boxplot is showing the outliers after 1,00,000.

Is it unimodal? Bimodal?

The data has no mode present in it.

Comments:

We can say that the average salary is around 62,000.

3. What are the measures of center and why are they important?

Measures of center help in summarizing the data set. They are essential in telling the descriptive statistics of the data.

There are three necessary measures of central tendency commonly used to summarize a set of data: mean, median, and mode. The mean is the average of all the values. The median is the number that falls in the exact center of all the measurements. The third measure of central tendency is the mode of the data set or the number that occurs most frequently.

What are the measures of variation, and why are they important?

In addition to finding the mean, median, or mode of a data set, we can get to know how to measure spread out of the data as well. There are several ways to measure a variability or the amount of spread in a set of data.

The range tells us the difference between the highest and lowest values in a data set.

Standard deviation measures how far each one of the measurements is from the mean.

Descriptive statistics for the sample data is calculated with the help of Excel.

Go to Megastat> Descriptive Statistics. Select the input data and click on Mean, Median, Mode, Range, and Standard Deviation. Click OK to get the output as follows:

	Salary
count	364
mean	62,074.0465
median	57,643.6150
mode	#N/A
minimum	44397.4
maximum	106147.79
range	61750.39
sample standard deviation	14,751.3835

4.

It is wise to say that the salary for Medical Equipment Repairers should be increased to help them to take the lead in the economy.  

Data set for Appendix:

Salary
48016.13
59598.07
63965.04
63384.11
65107.48
72901.85
50254.43
55866.82
56394.51
65452.9
78414.31
58825.73
55612.9
44655.45
53173.07
45519.12
58886.55
46512.62
97955.34
66562.83
81784.16
56240.04
105081.2
54360.51
51675.35
79423.54
61595.66
49052.71
67215.01
67913.63
58312.2
92937.91
51439.5
64078.58
47076.22
47516.87
59587.35
49975.91
45420.47
71296.44
49049.41
60798.48
55757.7
106147.8
54957.15
63777.06
56480.38
77971.72
71274.1
65352.41
67832.69
48825.71
60430.73
52387.3
67272.62
70183.55
44918.12
71536.64
60283.78
46755.56
62256.34
46719.91
46161.96
59511.26
45193.61
59942.74
62843.99
50534.05
54260.39
97125.31
52714.92
85839.7
54511.89
57782.61
60384.2
88449.56
87955.98
48711.42
85834.97
74398.87
63165.9
50445.76
91578.89
80083.88
63357.32
51913.29
81516.13
83958.61
46823.9
53607.82
92861.36
76657.97
47455.12
76483.28
75484.69
50688.88
62398.55
89353.12
53324.02
45827.68
48758.9
95387.13
56487.29
45660.9
53865.79
59105.71
46003.9
45351.3
47101.09
65553.79
98009.48
86640.64
44645.89
76923.06
69245.93
64430.16
49034.28
74267.49
45585.26
56545.77
52958.51
103596.1
49445.1
60469.01
55830.1
76669.14
52486.35
70913.52
51958.82
70609.73
46239.83
63089.53
53222.87
78117.46
59546.43
57504.62
97957.8
76631.83
44711.13
46309.18
50892.06
93503.05
46377.01
66144.47
53729.63
47712.18
78110.23
49048.28
77212.77
54259.39
57006.11
66740.45
71131.8
48141.51
96448.28
46742.01
84892.26
52159.95
54860.02
46325.49
48025.16
64074.28
66217.99
46831.73
90018.51
52122.56
53106.84
53037.61
85177.69
69149.08
51571.63
46917.64
44650.15
48347.81
83652.46
55716
83118.64
55407.3
86103.51
52679.13
49939.78
66099.12
51607.85
44530.01
53982.92
61297.74
58585.52
53485.44
46964.42
48503.6
49084.35
45939.53
53782.1
68052.7
53076.33
79991.52
47739.32
55059.54
60935.53
60924.87
56095.33
58059.8
52135.39
61603.34
46280.04
44401.6
56769.85
49514.63
60563.81
69791.19
83701.73
52873.27
62014.35
48918.43
77180.52
49559.43
77043.88
44777.02
69213.23
71382.08
55988.95
79696.64
52729.67
44415.21
51341.84
75304.5
87267.92
55087.26
52126.64
65062.82
51617.79
70144.53
79143.93
45963.13
80430.28
44397.4
46740.38
69998.88
68235.27
51563.4
53666.23
73269.62
68166.15
66546.19
75600.51
46682.24
46344.99
53961.8
61906.71
53536.2
45438.08
46906.6
48477.53
94775.09
58072.45
77995.77
48494.48
48244.62
45710.55
64114.7
52830.89
56267.59
101882.8
78558.56
57484.27
81098.64
46594.85
51621.38
75251.88
93855.15
55671.45
53707.03
50697.42
69042.73
50121.72
44974.94
80212.39
44596.24
68121.24
84107.91
67761.71
67827.73
72302.75
68870.72
98380.48
72373.11
55195.08
65124.43
50728.29
49422.2
44924.56
71823.78
66554.69
54788.09
44825.94
91815.57
53862.52
75283.09
57065.95
99025.39
51859.25
46584.29
67475.44
54306.63
68362.38
49640.99
48038.65
69644.04
71773.72
58938.03
73586.16
51862.04
67720.87
81311.25
72726.59
59229.56
66861.13
46953.92
70679.37
82144.41
56183.17
47064.35
73094
60247.59
68957.42
78532.38
72945.26
51386.67
86862.22
61717.2
72734.44
53238.1
44793.24
55121.26
47938.92
51437.95
69696.24
66302.65
49573.97
105990.8
46378.9
45229.86
52861.92
54560.44
47316.6
62026.14
60688.47
60700.5
50372.4
54365.74
97406.47
45958.58
58238.39
44591.15
67118.19
96847.07
55424.01
46059.28
92344.34
52821.68
55214.77
53623.83
55308.66
61307.05