+1(978)310-4246 credencewriters@gmail.com
  

Instruction and directions are provided below “case study 01 briefing” AND VIDEO

all excel work needs to be done on “CS1 -08” provided below. I need to show “my” work on the the file

VIDEO: https ://vimeo.com/678409367/63b51dc166

Case Study 01 Briefing
Client: XYZ Computers, Inc
Client Contact: Jane Smith, Owner
Industry: Manufacturing
Products: Computers, Hard Drives, Servers
Customer Base: International (26 countries)
Years in Business: 19
Location: Fairfax, Virginia, USA
S&P 500 Rank: 435
Annual Revenue: $12.3 Billion
Number of Employees: 25,489
Number of Technicians: 4,270 Total (1,759 Junior Techs, 1,547 Senior Techs, and 964
Chief Techs).
Ethnicities: Aztec, Inca, Mayan, and Nok
XYZ is being sued for pay inequities among their technician staff based on ethnic
discrimination. (You are to imagine and create the background details that go along
with this problem statement).
You are provided with a sample of 600 technicians who have taken a survey where they
indicated their agreement with this statement: “I feel there is NO pay discrimination at
XYZ Computing.” A score a 1 = Strongly Disagree, 2 = Disagree, 3 = Neither Agree Nor
Disagree, 4 = Agree, 5 = Strongly Agree. Salaries and survey results are provided in
the sample.
The dataset for this case study is provided through a link in the Case Study 01 folder on
Blackboard. Each student will be randomly assigned a dataset. You MUST use the
dataset that you are assigned to complete your analyses.
Your job is to analyze the data to determine if there are any actual or perceived
indications of pay inequities based on ethnicity, and author a business memorandum
showing your results. The memorandum template and instructions are included in the
Case Study 01 folder on Blackboard.
You are to submit a pdf of that final memorandum as well as the excel data file you are
provided. That data file should also include all of the calculations and chart
development that you performed in your analyses. Your individual work in that data file
does not need to be in any standardized format. It will just be used as proof of your
individual work.
GMU Business Consulting
Memorandum
TO:
Judy Client, Owner, XYZ Company
FROM:
Jane Student, Analyst, GMU Business Consulting
CC:
Dr. Mike Horton, Chief Analyst, GMU Business Consulting
DATE:
January 1, 2021
SUBJECT:
Case Study Subject
Begin with an overview of the company for which the analysis is being performed (no section
header). Some datapoints have been provided in the case study instructions that should be
included in this overview. Here we briefly show the client that we understand their company and
industry. This paragraph also serves as the basis for anyone who is not familiar with the
company to get a general understanding of who they are. This is only about the company as a
whole and not about the issue you will be analyzing. Add additional details that you create as
you feel are necessary to round out this section.
Business Challenge
In this section you describe the issue that is to be evaluated for analysis. What is the current
situation? What is the ideal outcome from this analysis? Since this is a fictitious exercise, feel
free to make up your own scenario details as long as the focus of the problem remains the same.
This section can usually be completed in 4-7 sentences.
Analytical Overview
Here we discuss the general descriptive statistics of the population(s) we are studying. How
many are there? What portion of the company are they? How are they distributed or otherwise
categorized? Use the skills you learned in BUS-210 to complete this section. Think about
discussing counts and averages between the
populations that are relevant to the
problem(s) being analyzed as well as the
percentage of the population in our sample.
1-2 charts are appropriate for each of the
problems, e.g., if you are discussing salaries
and survey results, you may want to have 1-2
charts visualizing them in this section. Do
not overwhelm the client with charts,
statistical verbiage, or discussing descriptive
numbers that have little to do with the problem being studied.
Charts should be labeled as “Figure 1”, “Figure 2”, etc… and referenced in the narrative. For
example: The most profitable product in the XYZ Company inventory is Product D that provided
over $30 million of profit in 2020 (see Figure
1). That profit accounted for 33% of the
total profit for that year (see Figure 2). It is
helpful to copy any charts from excel and
then Paste Special them into Word as a .png
picture. From there you can select and resize
the chart in Picture Format, change the Text
Wrapping to Tight, and move the picture to
where you want it on the page.
Detailed Analyses
In BUS-310, this is where you focus on what you have learned. In the first Case Study, you
should evaluate how you might use confidence intervals and hypothesis testing to analyze the
data provided. What do you see as potential issues in the data and analyses as it relates to the
problem(s)? Add 1-4 charts to this section that highlight those revelations. Do not replicate
charts that you have already included previously. You can simply reference them in your
narrative as Figure #. Focus on any disparities between subject categories and not on the overall
conclusions you can draw from those differences. Leave those conclusions for the final section.
Conclusion and Recommendations
What are the potential conclusions that could be drawn from your analyses? Sometimes we can
clearly identify the source of the problem, but most times we focus on recommending further
deeper analyses. Is what you uncovered the true source of the problem? Could there be other
factors or explanations that could be impacting the results you have shown? What are those
other factors and how could you measure and analyze them in a future study?
My recommended length for the memorandum is 2-5 pages max. Less is better and there is
usually no reason to go over 3 pages unless you absolutely need more than 6 figures to get your
point across and your analyses demands that level of detail. Remember, the client likely has
little real understanding of statistics and the technical meaning of many of the words we use.
Limit your writing to conversational speech as much as possible.
2
Position
Senior Tech
Senior Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Junior Tech
Junior Tech
Junior Tech
Chief Tech
Senior Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Junior Tech
Senior Tech
Senior Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Senior Tech
Junior Tech
Junior Tech
Senior Tech
Chief Tech
Junior Tech
Senior Tech
Junior Tech
Senior Tech
Junior Tech
Chief Tech
Senior Tech
Senior Tech
Junior Tech
Chief Tech
Junior Tech
Senior Tech
Ethnicity
Nok
Nok
Mayan
Aztec
Inca
Inca
Mayan
Aztec
Mayan
Inca
Nok
Nok
Inca
Nok
Mayan
Mayan
Inca
Aztec
Aztec
Aztec
Inca
Mayan
Nok
Mayan
Aztec
Mayan
Aztec
Mayan
Inca
Inca
Aztec
Inca
Mayan
Aztec
Nok
Mayan
Nok
Aztec
Aztec
Aztec
Mayan
Mayan
Aztec
Mayan
Aztec
Inca
Salary
80,662
80,676
100,655
97,469
73,520
107,832
105,188
47,239
42,208
43,837
111,803
81,716
75,944
107,742
73,832
104,093
75,641
99,459
45,010
70,652
76,618
107,032
111,350
82,157
106,950
112,391
100,114
75,636
107,104
71,940
37,792
47,137
82,376
104,437
49,190
71,707
53,457
73,765
42,218
101,702
73,074
79,036
48,315
104,631
43,698
73,871
Survey
5
3
2
3
3
3
4
1
3
4
3
5
4
2
2
2
3
2
1
3
4
2
5
3
3
4
3
2
3
2
2
4
4
1
2
4
3
4
1
1
4
3
2
2
1
4
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Senior Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Junior Tech
Junior Tech
Junior Tech
Senior Tech
Junior Tech
Senior Tech
Junior Tech
Chief Tech
Junior Tech
Chief Tech
Senior Tech
Chief Tech
Junior Tech
Chief Tech
Junior Tech
Junior Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Junior Tech
Junior Tech
Senior Tech
Junior Tech
Junior Tech
Junior Tech
Junior Tech
Senior Tech
Chief Tech
Senior Tech
Senior Tech
Senior Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Aztec
Mayan
Nok
Nok
Aztec
Nok
Mayan
Inca
Aztec
Nok
Aztec
Mayan
Mayan
Mayan
Inca
Inca
Mayan
Aztec
Inca
Nok
Mayan
Mayan
Nok
Aztec
Inca
Inca
Aztec
Mayan
Mayan
Aztec
Nok
Aztec
Mayan
Aztec
Inca
Mayan
Mayan
Inca
Inca
Mayan
Inca
Mayan
Nok
Aztec
Mayan
Nok
Nok
97,708
110,299
82,364
111,671
70,280
74,102
107,774
45,149
39,761
76,956
38,962
49,593
51,754
75,413
48,210
81,469
48,014
96,413
38,652
103,930
78,025
105,159
51,680
95,784
48,057
42,718
100,303
45,479
41,560
75,170
71,793
37,851
47,355
71,025
39,836
47,282
40,275
45,817
72,595
110,827
77,621
73,075
81,297
72,213
111,135
49,046
50,563
4
4
3
4
2
2
4
4
3
4
2
4
2
4
3
4
2
4
4
2
4
2
2
4
4
4
1
4
2
3
4
2
3
4
4
3
2
2
4
2
2
3
3
3
2
5
2
Senior Tech
Chief Tech
Senior Tech
Senior Tech
Senior Tech
Senior Tech
Senior Tech
Chief Tech
Junior Tech
Senior Tech
Senior Tech
Junior Tech
Senior Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Junior Tech
Senior Tech
Junior Tech
Senior Tech
Senior Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Junior Tech
Junior Tech
Chief Tech
Chief Tech
Inca
Nok
Inca
Mayan
Aztec
Nok
Aztec
Aztec
Aztec
Aztec
Mayan
Mayan
Mayan
Mayan
Aztec
Mayan
Aztec
Inca
Mayan
Aztec
Inca
Inca
Nok
Inca
Aztec
Aztec
Inca
Mayan
Inca
Mayan
Inca
Nok
Nok
Mayan
Nok
Inca
Inca
Inca
Inca
Aztec
Inca
Nok
Inca
Mayan
Mayan
Aztec
Inca
72,601
113,261
80,066
79,736
74,764
73,681
72,695
97,078
39,917
69,265
73,646
43,496
81,075
77,123
45,803
105,605
102,492
75,306
107,235
100,920
76,334
104,566
109,838
73,768
96,091
37,558
44,653
75,562
43,028
77,049
40,928
80,604
83,636
80,433
51,027
103,179
107,185
78,426
44,691
68,797
42,475
110,768
106,282
42,512
48,430
108,902
104,369
2
5
4
2
2
4
2
1
4
4
3
4
2
3
2
4
1
2
4
3
3
2
4
3
3
1
3
4
3
3
3
5
5
2
2
3
4
2
4
3
4
4
2
3
3
3
2
Chief Tech
Chief Tech
Junior Tech
Senior Tech
Junior Tech
Senior Tech
Senior Tech
Senior Tech
Senior Tech
Junior Tech
Junior Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Junior Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Junior Tech
Chief Tech
Senior Tech
Junior Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Senior Tech
Junior Tech
Senior Tech
Senior Tech
Senior Tech
Senior Tech
Senior Tech
Chief Tech
Junior Tech
Chief Tech
Senior Tech
Chief Tech
Aztec
Mayan
Nok
Nok
Mayan
Aztec
Mayan
Inca
Nok
Aztec
Aztec
Inca
Mayan
Aztec
Inca
Mayan
Inca
Mayan
Nok
Inca
Mayan
Aztec
Inca
Aztec
Nok
Inca
Nok
Mayan
Mayan
Mayan
Inca
Inca
Nok
Nok
Nok
Aztec
Inca
Nok
Nok
Nok
Mayan
Aztec
Mayan
Nok
Aztec
Mayan
Inca
105,179
109,084
41,952
79,279
43,434
72,755
77,964
78,786
74,617
43,612
43,218
79,035
107,823
72,946
109,868
41,197
109,736
76,305
106,649
106,563
48,307
107,963
73,090
41,413
82,874
103,846
49,358
48,023
77,031
69,950
105,923
44,437
47,052
84,278
76,429
71,024
44,808
85,021
81,579
79,507
75,972
67,865
104,165
49,874
102,429
72,990
99,404
2
3
3
3
2
4
4
2
2
4
4
3
3
4
4
2
3
4
2
3
4
1
2
4
2
4
2
3
3
4
2
2
2
2
4
4
3
4
5
5
4
1
4
4
2
4
3
Senior Tech
Junior Tech
Senior Tech
Senior Tech
Senior Tech
Junior Tech
Senior Tech
Junior Tech
Junior Tech
Junior Tech
Chief Tech
Senior Tech
Senior Tech
Senior Tech
Senior Tech
Junior Tech
Junior Tech
Chief Tech
Chief Tech
Junior Tech
Senior Tech
Junior Tech
Senior Tech
Junior Tech
Chief Tech
Junior Tech
Chief Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Senior Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Junior Tech
Senior Tech
Junior Tech
Junior Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Nok
Mayan
Nok
Inca
Inca
Inca
Inca
Aztec
Aztec
Inca
Nok
Inca
Mayan
Aztec
Inca
Nok
Mayan
Aztec
Inca
Mayan
Nok
Mayan
Inca
Aztec
Aztec
Aztec
Nok
Nok
Aztec
Inca
Mayan
Aztec
Inca
Nok
Mayan
Aztec
Aztec
Mayan
Aztec
Nok
Aztec
Inca
Inca
Inca
Nok
Nok
Inca
77,565
49,262
78,455
77,574
80,720
44,438
76,920
47,146
39,313
41,228
108,593
76,554
71,956
69,905
74,351
47,999
43,023
108,365
103,073
41,282
81,906
44,626
76,942
43,150
99,504
44,491
108,906
80,565
99,226
75,878
107,192
72,349
46,900
45,869
72,765
74,641
95,741
46,010
43,846
46,532
75,535
44,468
46,722
105,073
110,894
72,960
46,495
4
3
3
3
4
4
3
1
1
3
4
2
3
3
3
5
4
3
4
4
5
2
3
2
2
2
5
4
2
3
4
4
3
3
3
2
1
3
2
4
1
3
2
4
3
3
3
Chief Tech
Senior Tech
Junior Tech
Senior Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Junior Tech
Chief Tech
Senior Tech
Junior Tech
Chief Tech
Senior Tech
Senior Tech
Junior Tech
Senior Tech
Senior Tech
Junior Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Senior Tech
Senior Tech
Chief Tech
Chief Tech
Junior Tech
Junior Tech
Junior Tech
Junior Tech
Senior Tech
Junior Tech
Junior Tech
Chief Tech
Senior Tech
Chief Tech
Junior Tech
Chief Tech
Junior Tech
Senior Tech
Junior Tech
Junior Tech
Inca
Mayan
Aztec
Mayan
Mayan
Nok
Aztec
Aztec
Nok
Aztec
Aztec
Mayan
Inca
Nok
Nok
Inca
Mayan
Inca
Aztec
Inca
Mayan
Nok
Nok
Nok
Aztec
Inca
Nok
Inca
Mayan
Mayan
Mayan
Nok
Mayan
Aztec
Aztec
Nok
Mayan
Inca
Mayan
Mayan
Aztec
Mayan
Mayan
Mayan
Aztec
Aztec
Inca
106,109
77,367
40,361
69,306
75,874
44,448
107,243
103,455
113,728
68,833
102,339
110,301
41,180
109,069
79,240
45,098
105,909
72,976
71,169
38,970
78,226
75,138
44,333
81,531
41,559
111,103
112,997
74,964
78,009
107,562
105,430
53,570
44,205
45,257
38,190
77,092
46,740
44,269
104,845
72,310
104,620
46,531
110,102
43,895
69,860
46,273
42,916
2
2
4
4
2
3
3
2
3
4
1
2
3
3
3
4
4
2
1
4
2
2
4
3
4
2
2
4
4
3
2
3
2
3
4
4
2
4
3
3
4
2
2
3
4
4
4
Junior Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Chief Tech
Chief Tech
Junior Tech
Chief Tech
Junior Tech
Chief Tech
Junior Tech
Chief Tech
Junior Tech
Junior Tech
Chief Tech
Chief Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Junior Tech
Junior Tech
Chief Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Senior Tech
Junior Tech
Senior Tech
Chief Tech
Senior Tech
Junior Tech
Chief Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Senior Tech
Inca
Nok
Aztec
Mayan
Inca
Mayan
Mayan
Aztec
Aztec
Inca
Aztec
Nok
Inca
Nok
Aztec
Inca
Mayan
Aztec
Nok
Mayan
Inca
Aztec
Mayan
Aztec
Mayan
Mayan
Nok
Nok
Inca
Aztec
Aztec
Aztec
Mayan
Nok
Nok
Inca
Inca
Inca
Mayan
Aztec
Inca
Inca
Mayan
Mayan
Inca
Nok
Inca
51,978
111,627
106,205
74,455
48,666
39,555
79,780
75,185
101,900
105,437
47,301
108,468
41,652
112,536
40,247
102,224
52,820
38,623
110,467
105,697
102,931
100,980
78,447
99,920
105,777
44,693
44,512
110,662
109,696
99,311
71,272
39,112
76,744
51,328
77,015
102,063
77,389
43,371
103,373
68,869
103,556
75,683
107,320
99,751
70,280
44,621
80,167
3
4
4
3
4
3
2
1
4
2
3
3
2
3
3
3
4
4
5
4
2
1
3
4
2
3
3
2
4
4
3
4
2
5
4
3
2
4
2
4
3
3
3
2
3
4
2
Senior Tech
Chief Tech
Senior Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Junior Tech
Senior Tech
Senior Tech
Chief Tech
Senior Tech
Junior Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Junior Tech
Junior Tech
Junior Tech
Chief Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Junior Tech
Junior Tech
Chief Tech
Senior Tech
Chief Tech
Senior Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Junior Tech
Chief Tech
Chief Tech
Junior Tech
Senior Tech
Chief Tech
Mayan
Aztec
Mayan
Nok
Nok
Nok
Nok
Inca
Inca
Nok
Inca
Aztec
Aztec
Mayan
Inca
Aztec
Nok
Mayan
Nok
Inca
Nok
Aztec
Aztec
Mayan
Nok
Inca
Nok
Inca
Aztec
Aztec
Inca
Aztec
Inca
Aztec
Inca
Aztec
Nok
Inca
Mayan
Aztec
Mayan
Nok
Inca
Nok
Aztec
Aztec
Aztec
75,077
103,361
77,574
51,558
51,164
81,241
71,961
73,313
49,900
105,357
97,942
42,959
77,464
80,355
99,301
68,008
52,133
106,534
79,066
113,345
104,585
71,641
45,993
47,818
46,949
44,826
108,671
103,825
41,504
44,116
76,139
38,725
46,518
103,568
78,119
98,305
78,614
70,591
106,609
75,060
108,110
46,150
109,009
109,958
42,222
75,062
98,319
4
2
3
2
5
3
5
3
2
4
4
1
1
2
2
1
4
2
3
3
5
3
1
3
4
2
4
2
3
3
4
4
2
2
2
1
2
3
4
4
4
3
3
3
3
4
2
Chief Tech
Chief Tech
Junior Tech
Senior Tech
Chief Tech
Chief Tech
Junior Tech
Senior Tech
Junior Tech
Chief Tech
Senior Tech
Senior Tech
Senior Tech
Senior Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Junior Tech
Senior Tech
Junior Tech
Senior Tech
Junior Tech
Junior Tech
Junior Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Junior Tech
Chief Tech
Junior Tech
Senior Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Junior Tech
Senior Tech
Chief Tech
Senior Tech
Mayan
Nok
Mayan
Aztec
Inca
Inca
Inca
Inca
Aztec
Nok
Aztec
Nok
Aztec
Inca
Mayan
Mayan
Mayan
Aztec
Mayan
Nok
Inca
Nok
Inca
Mayan
Aztec
Nok
Aztec
Mayan
Aztec
Nok
Aztec
Mayan
Aztec
Aztec
Mayan
Nok
Nok
Mayan
Inca
Nok
Inca
Aztec
Mayan
Nok
Inca
Inca
Nok
106,938
108,851
42,744
69,115
104,947
105,157
44,940
75,103
45,433
107,402
74,344
76,758
73,121
76,408
78,990
107,122
73,741
104,038
52,615
79,681
40,700
80,566
39,828
47,900
38,221
78,833
100,596
70,386
103,656
49,723
44,506
72,255
68,190
38,631
103,377
47,256
78,666
99,561
103,928
78,021
49,313
97,527
105,629
50,784
77,045
108,921
79,176
3
4
2
1
2
4
4
4
3
4
2
5
4
4
4
3
2
1
3
5
3
5
3
2
1
2
2
2
2
3
3
3
1
2
2
5
3
3
2
4
4
4
2
3
3
4
5
Chief Tech
Senior Tech
Chief Tech
Senior Tech
Junior Tech
Chief Tech
Junior Tech
Chief Tech
Junior Tech
Junior Tech
Junior Tech
Chief Tech
Junior Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Junior Tech
Senior Tech
Junior Tech
Junior Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Chief Tech
Senior Tech
Senior Tech
Junior Tech
Chief Tech
Junior Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Junior Tech
Inca
Mayan
Aztec
Aztec
Nok
Inca
Aztec
Inca
Mayan
Mayan
Aztec
Nok
Mayan
Inca
Inca
Nok
Nok
Inca
Inca
Nok
Nok
Mayan
Nok
Aztec
Inca
Nok
Inca
Mayan
Nok
Mayan
Nok
Nok
Aztec
Inca
Nok
Inca
Aztec
Aztec
Nok
Inca
Mayan
Nok
Nok
Nok
Nok
Nok
Inca
108,310
74,111
100,513
69,068
47,150
101,873
44,927
107,945
47,856
47,424
47,443
107,699
54,854
108,649
75,669
111,902
112,436
44,216
72,114
43,815
45,067
103,937
112,335
72,468
104,226
106,800
79,594
46,508
113,236
107,623
52,013
51,029
72,726
103,410
47,454
47,599
99,338
73,024
80,789
52,443
107,740
50,392
107,122
106,981
72,040
45,312
48,044
4
2
1
2
5
3
2
4
2
4
2
5
2
3
3
5
4
3
2
2
3
2
2
2
4
2
3
3
4
4
3
4
2
3
3
2
4
1
4
2
3
2
4
3
3
3
4
Junior Tech
Junior Tech
Senior Tech
Junior Tech
Senior Tech
Senior Tech
Junior Tech
Junior Tech
Chief Tech
Chief Tech
Senior Tech
Senior Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Chief Tech
Chief Tech
Chief Tech
Chief Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Senior Tech
Junior Tech
Junior Tech
Chief Tech
Junior Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Chief Tech
Senior Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Chief Tech
Senior Tech
Junior Tech
Chief Tech
Senior Tech
Junior Tech
Chief Tech
Inca
Nok
Aztec
Aztec
Inca
Aztec
Nok
Aztec
Nok
Nok
Inca
Inca
Mayan
Nok
Nok
Nok
Aztec
Nok
Inca
Nok
Inca
Nok
Mayan
Nok
Aztec
Aztec
Inca
Mayan
Inca
Mayan
Aztec
Mayan
Nok
Mayan
Nok
Aztec
Mayan
Inca
Nok
Mayan
Mayan
Aztec
Mayan
Inca
Aztec
Mayan
Nok
47,610
45,788
70,221
42,133
73,320
71,366
47,767
43,065
108,576
109,235
75,325
78,255
73,548
52,989
106,315
111,318
102,721
110,395
108,996
104,627
108,794
48,635
49,571
74,181
73,400
71,420
43,046
40,709
100,873
44,837
78,650
105,596
46,968
42,725
103,927
65,758
79,889
110,679
78,752
104,833
109,605
70,500
45,051
106,533
70,089
48,275
104,168
4
2
3
4
2
4
4
1
4
4
2
4
4
5
5
2
1
5
4
3
4
2
4
2
2
3
3
2
3
4
1
2
4
4
4
2
2
2
3
2
3
1
2
2
4
3
2
Chief Tech
Chief Tech
Chief Tech
Junior Tech
Chief Tech
Junior Tech
Junior Tech
Chief Tech
Chief Tech
Chief Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Junior Tech
Chief Tech
Senior Tech
Senior Tech
Senior Tech
Junior Tech
Junior Tech
Senior Tech
Senior Tech
Junior Tech
Junior Tech
Chief Tech
Junior Tech
Senior Tech
Chief Tech
Junior Tech
Junior Tech
Junior Tech
Chief Tech
Senior Tech
Junior Tech
Chief Tech
Chief Tech
Chief Tech
Chief Tech
Junior Tech
Senior Tech
Junior Tech
Chief Tech
Junior Tech
Junior Tech
Junior Tech
Inca
Nok
Aztec
Nok
Aztec
Inca
Aztec
Mayan
Nok
Mayan
Nok
Inca
Inca
Inca
Inca
Nok
Aztec
Mayan
Aztec
Aztec
Mayan
Mayan
Inca
Inca
Aztec
Nok
Aztec
Mayan
Mayan
Aztec
Mayan
Inca
Nok
Nok
Nok
Aztec
Aztec
Inca
Aztec
Nok
Nok
Nok
Nok
Mayan
Nok
Aztec
Nok
105,457
107,521
98,554
47,928
103,227
44,981
44,415
106,615
109,481
104,202
107,739
45,437
48,982
71,364
75,513
49,112
103,815
78,312
72,838
70,210
45,838
42,501
77,182
74,393
44,943
49,607
102,605
44,716
74,358
102,727
42,386
42,389
47,328
112,324
79,832
44,190
103,433
105,515
102,467
107,834
49,381
80,608
53,079
105,837
48,509
49,131
49,631
4
4
1
4
1
4
3
4
5
3
3
3
4
2
3
5
3
3
1
4
3
3
3
3
2
4
3
2
3
1
2
2
3
5
4
1
1
4
2
2
5
2
3
3
3
3
5
Junior Tech
Senior Tech
Junior Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Chief Tech
Junior Tech
Chief Tech
Junior Tech
Junior Tech
Senior Tech
Chief Tech
Chief Tech
Chief Tech
Chief Tech
Chief Tech
Senior Tech
Chief Tech
Senior Tech
Chief Tech
Junior Tech
Chief Tech
Junior Tech
Senior Tech
Senior Tech
Chief Tech
Junior Tech
Senior Tech
Chief Tech
Junior Tech
Senior Tech
Senior Tech
Senior Tech
Chief Tech
Senior Tech
Mayan
Nok
Inca
Nok
Aztec
Mayan
Inca
Mayan
Nok
Mayan
Mayan
Inca
Nok
Mayan
Inca
Inca
Aztec
Mayan
Inca
Inca
Nok
Inca
Aztec
Nok
Aztec
Mayan
Mayan
Nok
Nok
Aztec
Inca
Mayan
Aztec
Nok
Aztec
Mayan
Mayan
46,334
83,494
48,608
110,041
44,300
39,896
70,658
106,494
46,060
105,132
47,406
48,666
76,308
104,358
110,312
104,946
106,916
111,263
72,669
108,099
80,345
104,846
43,103
109,054
40,725
76,700
78,432
108,454
51,818
70,353
100,765
42,586
72,751
77,138
71,997
103,510
81,386
2
2
3
3
1
2
2
4
3
2
4
4
3
2
3
2
4
4
2
3
5
3
2
3
1
3
4
5
3
2
3
2
1
2
1
2
4

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