TemplateforWorkforceCompositionAnalysis.xlsx

QR Questions_Responses

 Apply Quantitative Reasoning Now that you have completed your analysis, think about the patterns you have seen in the workforce. In this final section, you will answer five questions and write a short essay. 1. From the created histogram, it appears that a large share of employees have a salary between $61,000–$110,000 or $131,000–$170,000. This may indicate a reasonable promotion rate for new and seasoned employees. Is this distribution unimodal or bimodal? Please explain. 2. The line chart, as detailed in your "Graph Charts" Excel spreadsheet, shows sales generally increasing over the years, although sales in the first two years were notably lower. Assuming that the sales are linear, please use the Forecast tool to find projected sales for 2020 thru 2024. Hint: An easy way to do this is to highlight the sales from the data page and apply the Forecast tool to this data or use the forecast function in excel. You will generate a chart on a new sheet with projected sales; rename this sheet "Projected Sales". 3. The standard deviation provides insight into the distribution of values around the mean. If the standard deviation is small, in general, the more narrow the range between the lowest and highest value. That is, values will cluster close to the mean. From your descriptive statistics, describe your standard deviations of Salary, Hryly Rate, Yrs Worked, Education, and Age. What does this tell you about the variables? 4. The company has a keen interest in the educational, race, and gender makeup of its workforce. Its emphasis is on a diverse, dynamic workforce. From your "Graph Charts" spreadsheet, describe your pie chart findings for these characteristics of the workforce. Describe how you would determine if the company was meeting expectations on these characteristics. 5. The company is conducting an analysis on how many positions to create to keep up with demand. Specifically, it wants to know an estimate of the number of positions per job title. From your Excel chart, identify the mode of the job title distribution. Describe your findings. FINAL ESSAY: Now that you have done all the work with data, you will write a short three- to four-paragraph summary of your analysis. This is important. While you have done a wonderful job with your analysis, you can never assume that the end user will be able to interpret the data the way it should be understood. Supporting narrative is helpful. Never simply provide a "raw data" dump. Instead, seek to provide information! Structure your essay like this: a. Write a one-paragraph narrative summary of your findings, describing patterns of interest. b. Provide an explanation of the potential relevance of such patterns. c. Provide a description of how you would investigate further to determine if your results are "good or bad" for the company. Prepare your response in this workbook. (Simply expand this text box to accommodate your essay and other answers, or you can copy and paste from another document.)

DATA

Workforce Profile Analysis
Section 1: Complete all Columns in Data Set
Format for:
Windows User: Format cells in column according to indicated format.
Number Date General Currency Currency Number General Number General Number Number Number Text General
mm/dd/yy
Year Ending Vested Yr
12/31/19 10
Emp # Hire Date Role Salary Hrly Rate Yrs of Svc Ed Age Vested Race Gender Status State Region
4000 4/23/15 Sr Cyber Investigator $92,267 19 35 3 1 1 IL
4004 7/13/02 Cyber Analyst $111,801 16 60 3 1 1 IL
4010 11/25/18 Forensics Analyst $90,688 16 23 1 2 2 PA
4012 1/26/10 Cyber Analyst $95,985 14 43 1 1 1 NE
4013 12/29/11 Cyber Analyst $100,520 19 44 3 1 1 IL
4014 10/2/11 Forensics Analyst $125,156 19 31 1 1 1 IL
4015 1/1/12 Cyber Analyst $78,475 16 40 3 1 2 PA
4020 5/9/11 Cyber Analyst $93,518 14 39 1 1 1 PA
4022 5/27/04 Cyber Analyst $69,529 16 53 3 1 1 PA
4023 2/6/14 Advertising $128,384 16 28 1 2 2 NE
4025 12/12/14 Cyber Mgr $151,174 16 38 3 1 1 PA
4027 8/19/06 Sr Cyber Investigator $71,914 16 51 1 1 1 NE
4029 6/5/11 Cyber Analyst $152,446 14 36 4 1 2 IL
4030 7/10/11 IT Staff $57,727 16 51 3 1 1 IL
4031 10/20/13 Cyber Software Engineer $78,869 16 39 3 1 1 PA
4034 5/21/06 IT Staff $90,930 19 45 3 1 1 PA
4037 9/13/13 Forensics Analyst $67,866 14 25 3 1 2 PA
4038 4/14/12 Cyber Analyst $64,580 16 40 1 1 1 PA
4039 5/30/13 Cyber Analyst $91,771 16 30 3 1 2 PA
4044 12/3/15 Cyber Analyst $59,219 14 35 3 1 2 NE
4045 6/7/16 Physical Security $32,367 12 25 3 2 2 NE
4046 9/4/06 Cyber Analyst $115,974 16 54 1 1 1 PA
4055 6/17/18 IT Staff $99,786 14 31 1 2 2 PA
4060 2/1/12 Sr Cyber Investigator $73,650 19 42 3 1 1 IL
4061 2/28/12 Cyber Analyst $154,933 16 34 3 1 2 PA
4064 1/18/16 Cyber Analyst $144,571 16 36 4 1 2 PA
4067 10/29/12 Malware Reverse Engineer $124,996 16 49 2 1 2 PA
4068 7/15/03 Cyber Analyst $145,776 16 59 3 1 1 IL
4070 4/4/17 Forensics Analyst $80,191 16 28 1 1 1 PA
4075 10/2/16 Forensics Analyst $75,053 14 25 3 1 2 IL
4078 7/15/09 Cyber Analyst $83,851 16 51 1 1 1 PA
4082 7/2/15 Cyber Analyst $82,411 16 37 3 1 1 IL
4086 9/18/07 Cyber Analyst $114,721 14 51 3 1 1 PA
4088 7/18/17 Public and Business Office Team $108,342 16 34 3 2 1 IL
4089 10/16/16 Cyber Software Engineer $81,050 16 36 3 1 1 PA
4090 11/15/15 Cyber Analyst $87,641 14 33 4 1 2 IL
4092 7/7/08 Forensics Analyst $98,943 16 36 3 1 1 PA
4093 8/25/10 Cyber Analyst $93,936 19 47 3 1 2 NE
4095 12/31/04 Cyber Analyst $133,678 16 52 3 1 1 PA
4097 2/26/07 Cyber Analyst $162,731 16 53 1 1 2 IL
4104 7/21/08 Logistics $71,690 16 51 3 2 1 PA
4106 5/7/17 Public and Business Office Team $150,263 16 57 3 1 1 IL
4107 11/5/13 Cyber Analyst $78,334 19 34 3 1 1 PA
4118 8/13/17 IT Mgr $154,933 16 24 3 1 1 IL
4119 8/31/16 Cyber Analyst $86,384 16 26 3 1 2 IL
4120 8/30/13 Sr Cyber Investigator $127,190 16 34 3 1 1 IL
4121 8/31/11 Cyber Analyst $148,111 16 36 2 1 1 NE
4122 8/4/14 Cyber Analyst $86,147 16 39 2 1 1 IL
4126 12/24/16 Cyber Analyst $60,641 16 34 4 1 1 NE
4128 5/16/03 Cyber Analyst $126,426 14 56 3 1 1 PA
4133 5/29/12 Forensics Analyst $119,165 16 31 4 1 1 PA
4134 6/30/17 Acctg/Fin $98,007 19 28 1 1 2 PA
4135 2/24/16 Forensics Analyst $76,956 16 26 3 1 2 NE
4137 1/14/09 Cyber Analyst $98,634 16 52 3 1 1 NE
4139 2/20/14 Cyber Analyst $87,056 16 41 3 1 1 IL
4144 12/4/17 Sr Cyber Investigator $96,062 16 31 4 2 1 IL
4146 12/4/11 Cyber Analyst $104,961 16 41 1 1 1 PA
4147 9/30/17 Cyber Analyst $122,352 16 28 3 2 2 IL
4150 9/6/17 Physical Security $33,367 12 22 1 1 1 IL
4152 7/19/12 Cyber Analyst $151,523 16 41 1 1 1 NE
4155 7/16/01 Public and Business Office Team $89,522 19 68 3 1 1 NE
4163 9/11/14 Cyber Analyst $74,419 14 38 1 1 1 IL
4167 8/26/05 Cyber Analyst $111,536 16 51 1 1 1 NE
4169 3/14/14 Acctg/Fin $65,100 14 40 3 2 1 PA
4175 11/29/11 Cyber Software Engineer $162,731 16 54 3 1 1 NE
4176 11/23/17 Cyber Analyst $135,533 14 28 3 1 1 IL
4177 3/26/12 Sr Cyber Investigator $82,515 16 39 1 1 2 PA
4181 7/15/03 Cyber Analyst $123,391 12 59 3 1 1 IL
4183 10/29/14 IT Staff $65,126 16 38 1 1 1 NE
4186 3/9/18 Sr Public and Business Office Team Mgr $172,291 16 57 1 1 1 IL
4189 4/24/11 Physical Security $53,669 14 42 1 2 1 PA
4191 7/11/04 Acctg/Fin $71,026 16 49 3 1 2 NE
4193 10/27/15 Sr Cyber Investigator $125,004 16 32 1 2 1 PA
4198 6/5/17 Forensics Analyst $73,447 14 27 3 1 2 IL
4199 7/16/12 Cyber Analyst $151,174 16 38 3 1 1 NE
4204 12/14/13 Cyber Analyst $61,212 14 43 1 1 1 IL
4205 11/26/14 Cyber Analyst $106,640 14 40 4 2 1 IL
4207 6/22/14 Cyber Analyst $91,205 14 37 3 1 1 NE
4208 2/15/16 IT Staff $61,383 14 26 3 1 1 IL
4212 4/4/19 Public and Business Office Team $61,068 16 37 3 1 1 NE
4214 5/9/13 Advertising $145,776 19 30 3 2 2 IL
4218 11/30/06 Cyber Analyst $99,130 14 50 3 1 1 IL
4220 9/17/06 Cyber Analyst $164,033 16 54 3 1 1 PA
4221 7/10/11 Malware reverse engineer $74,000 19 40 3 2 2 IL
4225 8/1/04 Quality Assurance $63,125 16 54 3 1 1 PA
4232 4/9/13 Cyber Analyst $86,787 16 34 1 2 1 IL
4237 11/2/14 IT Staff $95,957 16 41 3 2 1 IL
4238 6/24/18 Malware Reverse Engineer $101,386 16 27 1 1 2 PA
4239 1/6/17 Investigator $78,985 16 33 3 1 2 IL
4247 11/23/19 Forensics Analyst $105,069 16 21 1 1 2 IL
4249 8/17/07 Sr Cyber Investigator $107,496 16 43 1 1 1 PA
4252 3/23/16 Forensics Analyst $97,885 16 28 1 1 1 PA
4253 11/18/13 Malware reverse engineer $86,377 14 40 1 1 2 IL
4257 7/11/03 Cyber Mgr $104,220 19 51 3 2 1 PA
4258 1/24/13 Cyber Analyst $58,540 14 44 1 1 1 IL
4259 9/4/04 Forensics Analyst $106,267 16 40 3 1 1 PA
4260 9/19/15 Cyber Analyst $88,743 14 27 3 1 2 IL
4265 6/24/13 Cyber Analyst $81,042 16 30 3 1 2 NE
4271 8/5/11 Sr Cyber Investigator $72,213 16 41 3 1 1 PA
4272 7/18/14 Admin $78,873 12 36 1 2 2 PA
4274 12/8/14 Cyber Analyst $87,092 16 30 3 1 1 NE
4278 9/6/10 Cyber Analyst $90,153 14 40 4 1 1 NE
4279 11/3/17 Investigator $95,220 19 31 2 1 1 IL
4284 12/16/10 Forensics Analyst $143,063 14 36 1 1 1 PA
4285 3/30/11 Cyber Analyst $80,909 16 40 1 1 1 IL
4287 2/5/14 Cyber Analyst $63,777 14 35 3 1 2 PA
4291 12/25/15 Cyber Analyst $66,938 16 39 3 1 1 IL
4296 12/9/07 Cyber Analyst $150,868 16 53 2 1 1 NE
4298 8/28/07 Logistics $83,294 16 49 3 1 2 PA
4299 6/1/11 Cyber Analyst $76,158 16 38 4 1 1 NE
4300 7/10/18 Cyber Analyst $108,866 16 27 1 2 1 PA
4301 11/7/13 Sr Forensics Mgr $96,582 19 40 1 1 1 NE
4302 3/8/17 Marketing $87,519 16 37 3 2 1 IL
4303 1/19/18 Cyber Software Engineer $113,246 19 34 2 1 1 PA
4304 6/1/06 Cyber Software Engineer $81,779 16 51 3 1 1 NE
4305 7/27/16 Cyber Analyst $78,015 16 31 3 1 1 PA
4307 8/27/07 Sr Cyber Investigator $73,807 16 46 3 1 2 IL
4310 1/21/11 Cyber Analyst $108,326 19 41 3 1 1 PA
4311 12/13/15 Cyber Analyst $92,847 16 31 3 1 1 IL
4313 11/11/10 Physical Security $39,808 16 46 1 1 1 PA
4314 12/28/05 Cyber Analyst $98,771 19 59 1 1 1 IL
4316 10/7/17 Sr Cyber Analyst $149,466 16 31 4 1 1 IL
4319 12/3/13 Forensics Analyst $63,933 19 34 3 1 2 IL
4324 6/4/11 Public and Business Office Team $87,409 14 58 4 1 1 IL
4326 5/3/12 Cyber Analyst $65,955 14 39 3 1 1 NE
4327 1/29/12 Malware Reverse Engineer $68,226 16 54 3 1 1 PA
4329 6/21/10 Cyber Analyst $119,537 19 47 4 1 2 PA
4330 10/14/15 Cyber Analyst $94,038 16 30 1 1 2 NE
4332 9/28/04 Cyber Analyst $91,507 19 53 3 1 1 PA
4334 12/28/10 Cyber Software Engineer $103,736 19 56 3 1 1 PA
4337 10/11/15 Logistics Mgr $64,200 16 53 1 1 1 IL
4342 7/13/11 Cyber Analyst $156,750 16 38 4 1 1 PA
4343 12/29/17 Public and Business Office Team $96,327 16 40 4 1 1 NE
4345 7/4/13 Forensics Analyst $87,480 16 26 1 1 1 NE
4346 9/4/06 Investigator $100,314 16 51 3 1 1 NE
4352 7/4/16 Cyber Software Engineer $50,377 12 31 2 1 1 PA
4354 7/17/02 Acctg/Fin $68,056 14 62 1 1 1 NE
4355 4/1/07 Cyber Analyst $150,263 12 53 2 1 1 NE
4359 11/26/06 Sr Cyber Investigator $76,864 19 53 3 1 1 NE
4361 6/10/11 Forensics Analyst $87,601 16 30 4 1 1 IL
4368 2/24/18 Cyber Mgr $79,063 14 40 3 2 1 IL
4369 8/31/05 Cyber Analyst $156,750 16 51 3 1 2 NE
4377 2/12/08 Cyber Analyst $151,523 16 56 1 1 1 IL
4380 7/1/17 Cyber Software Engineer $104,793 14 25 3 2 1 NE
4381 12/29/11 Cyber Analyst $112,223 16 44 3 1 1 IL
4382 4/29/12 Public and Business Office Team Mgr $79,591 12 47 3 1 1 PA
4383 12/16/09 Eng Mgr $175,916 14 44 3 1 1 NE
4385 9/25/08 Malware Reverse Engineer $74,039 19 49 3 1 2 IL
4386 7/19/08 COO $154,933 19 43 3 1 2 IL
4387 8/20/15 Public and Business Office Team $91,444 19 61 4 1 1 PA
4388 10/16/14 Public and Business Office Team $119,156 16 41 3 1 1 PA
4393 9/2/15 Admin $108,058 16 37 4 1 2 IL
4394 5/6/18 Forensics Analyst $89,197 14 21 3 1 2 NE
4395 1/4/18 Public and Business Office Team $71,697 14 32 3 1 1 PA
4396 12/10/12 Advertising $101,341 14 39 3 2 2 PA
4397 5/20/13 Cyber Analyst $84,175 16 37 3 1 1 PA
4401 8/25/03 IT Staff $76,305 16 55 1 1 1 PA
4402 12/7/18 Acctg/Fin $152,030 16 25 3 2 1 NE
4405 9/27/12 Cyber Software Engineer $54,080 19 44 2 1 2 NE
4406 6/10/13 Sr Cyber Investigator $116,075 19 37 1 1 2 IL
4407 11/20/08 Cyber Analyst $73,005 14 43 3 1 1 PA
4409 5/1/12 Cyber Analyst $112,402 14 41 2 1 1 IL
4410 6/20/15 Cyber Analyst $68,222 19 29 3 1 2 PA
4411 9/25/14 Cyber Software Engineer $95,128 19 42 3 2 1 IL
4413 12/21/16 IT Staff $95,622 19 36 2 1 1 PA
4418 7/11/04 CEO $239,315 19 58 3 1 1 PA
4419 12/17/06 Cyber Analyst $70,237 16 57 2 1 1 PA
4421 2/12/15 Logistics $64,201 16 34 3 1 1 IL
4423 6/20/15 Cyber Analyst $102,641 14 29 1 1 1 NE
4424 2/23/16 Sr Public and Business Office Team Mgr $107,153 16 51 3 2 1 NE
4428 2/6/10 Cyber Analyst $73,640 16 45 3 1 1 PA
4429 1/28/10 IT Staff $68,647 14 50 3 1 1 NE
4435 6/17/17 Public and Business Office Team $141,110 16 37 1 2 1 IL
4436 10/5/04 Controller $71,727 19 50 3 2 1 IL
4438 11/18/09 Forensics Analyst $54,060 16 32 3 2 2 IL
4439 2/2/04 Cyber Analyst $69,656 16 57 1 1 1 NE
4440 7/21/14 Public and Business Office Team $111,794 19 45 1 1 2 NE
4441 8/5/12 Cyber Analyst $80,198 16 37 1 1 1 IL
4442 11/10/11 Physical Security $72,536 14 39 1 2 1 IL
4450 1/12/06 Investigator $90,794 16 39 3 1 1 NE
4455 10/17/08 Cyber Software Engineer $152,446 16 54 3 1 1 NE
4457 8/13/17 Cyber Analyst $102,913 16 25 1 2 2 IL
4458 12/15/06 Sr Cyber Investigator $156,750 16 61 1 1 2 NE
4459 5/22/09 Cyber Analyst $115,580 16 54 1 1 1 IL
4460 11/28/18 Public and Business Office Team $154,122 14 35 3 1 2 PA
4461 11/16/05 Cyber Analyst $75,074 19 58 1 1 1 PA
4465 10/13/13 Cyber Analyst $83,367 16 37 1 1 2 PA
4466 6/2/07 Cyber Analyst $94,876 16 48 3 1 1 PA
4467 8/11/14 Logistics $43,367 16 38 3 2 1 PA
4468 1/10/17 Sr Cyber Investigator $163,045 16 33 1 1 1 IL
4470 5/17/15 Acctg/Fin $66,528 16 35 1 2 1 NE
4471 5/15/18 Cyber Software Engineer $164,033 14 30 3 1 1 IL
4472 2/15/11 Cyber Analyst $74,381 16 46 3 1 1 NE
4474 9/26/13 Forensics Analyst $113,023 16 28 3 1 2 IL
4475 12/12/12 Acctg/Fin $75,415 12 48 3 1 1 NE
4479 3/16/11 Cyber Analyst $68,375 16 40 1 1 2 NE
4480 1/4/14 Forensics Analyst $101,709 16 24 4 1 1 NE
4482 7/20/01 Cyber Mgr $77,247 14 48 4 2 1 IL
4484 4/18/18 Quality Assurance $111,424 16 35 3 1 1 NE
4489 3/28/14 Cyber Analyst $83,075 16 38 3 1 2 NE
4490 3/11/13 Cyber Software Engineer $100,571 16 42 2 2 1 NE
4497 10/28/12 Investigator $68,012 16 36 4 2 1 PA
4498 12/4/11 Malware Reverse Engineer $82,319 19 40 3 1 1 NE
4500 12/5/13 IT Mgr $113,056 19 56 3 1 1 PA
4507 8/11/16 Physical Security $55,542 14 30 2 2 1 IL
4513 2/19/12 Cyber Analyst $103,721 14 46 3 1 1 NE
4515 6/13/09 Cyber Analyst $89,165 19 49 3 2 1 PA
4517 7/27/08 Cyber Analyst $140,865 19 49 1 1 2 NE
4519 5/29/18 Forensics Analyst $128,901 14 26 3 1 2 NE
4520 4/11/04 CIO $179,195 19 50 3 1 1 NE
4522 12/10/15 Sr Cyber Investigator $85,442 19 38 1 2 1 IL
4530 5/1/17 Physical Security $72,946 14 24 1 2 2 PA
4532 2/10/16 Physical Security $43,367 16 34 3 1 1 IL
4535 6/14/06 Cyber Analyst $110,708 16 55 3 1 1 IL
4541 12/2/09 Eng Mgr $170,954 12 49 3 1 2 PA
4543 10/20/12 Cyber Analyst $148,111 14 33 3 1 1 PA
4544 8/15/18 Forensics Analyst $69,935 16 22 1 1 2 NE
4554 1/22/18 Physical Security $43,962 12 22 3 2 2 IL
4558 1/31/11 Cyber Analyst $85,256 16 41 3 1 1 PA
4563 3/16/16 IT Staff $62,319 16 28 3 1 1 PA
4564 11/23/12 Advertising $88,639 16 34 3 1 2 NE
4565 6/13/04 Cyber Analyst $79,584 14 55 3 1 1 IL
4566 9/28/01 Cyber Analyst $87,517 14 57 3 1 1 IL
4567 11/6/07 IT Staff $71,747 16 46 2 1 1 PA
4571 7/12/11 Cyber Analyst $75,261 12 43 3 1 1 IL
4572 10/6/10 Sr Cyber Investigator $92,079 19 40 3 1 1 NE
4576 10/30/10 Cyber Analyst $92,931 16 51 3 1 1 IL
4580 7/16/01 Cyber Analyst $186,670 16 60 1 1 2 PA
4587 6/24/08 Cyber Analyst $76,499 14 46 1 1 1 PA
4589 7/11/03 Cyber Analyst $70,358 14 55 3 1 1 PA
4591 1/4/16 Sr Forensics Mgr $109,128 16 48 3 1 1 IL
4592 10/6/09 Investigator $133,138 16 33 3 2 1 IL
4593 1/20/12 Cyber Analyst $86,597 14 44 1 1 1 PA
4594 5/3/14 Cyber Analyst $78,529 16 44 1 1 1 PA
4595 11/29/09 Sr Cyber Investigator $96,566 19 46 3 1 1 PA
4597 12/17/15 Cyber Analyst $158,066 16 28 4 1 1 IL
4598 7/20/01 Sr Cyber Investigator $81,287 16 65 3 1 1 PA
4604 11/10/11 Forensics Analyst $71,671 16 31 1 1 1 PA
4611 7/17/02 Investigator $132,142 14 53 3 1 1 NE
4612 3/17/16 Cyber Mgr $111,196 16 36 4 1 1 NE
4617 9/20/06 IT Staff $87,407 14 51 1 1 1 NE
4618 6/13/11 Cyber Software Engineer $76,031 19 42 3 1 1 NE
4619 9/30/12 Cyber Software Engineer $83,424 16 44 3 2 1 IL
4620 4/29/11 Malware Reverse Engineer $178,456 16 34 3 1 1 NE
4621 12/1/18 Cyber Analyst $81,730 16 27 3 2 1 IL
4626 8/19/14 Malware Reverse Engineer $55,720 16 34 3 1 2 IL
4630 10/13/07 Investigator $61,779 16 34 1 1 1 IL
4636 7/7/04 Sr Cyber Investigator $75,293 16 57 3 2 1 PA
4639 3/12/13 Sr Cyber Investigator $152,446 16 37 3 1 1 PA
4648 7/7/17 Marketing $115,966 16 42 3 2 1 PA
4653 9/13/12 Forensics Analyst $91,131 19 30 3 1 1 IL
4656 12/29/17 Cyber Software Engineer $151,174 16 40 3 2 1 PA
4660 9/9/12 Forensics Analyst $120,986 19 29 4 1 1 IL
4661 8/29/15 Cyber Analyst $117,062 16 27 3 1 1 PA
4665 8/16/13 Cyber Analyst $115,283 14 37 1 1 1 IL
4668 5/21/13 Physical Security $43,367 16 29 3 1 2 NE
4671 1/13/15 Cyber Software Engineer $105,637 19 44 3 1 1 PA
4675 8/10/13 Quality Assurance $101,360 16 40 3 1 1 IL
4677 11/11/14 Physical Security $43,367 16 33 3 1 1 IL
4680 6/18/09 Sr Cyber Investigator $84,713 16 39 4 1 1 PA
4683 5/6/11 Sr Cyber Investigator $58,294 19 40 4 1 1 NE
4687 8/25/18 Malware Reverse Engineer $87,583 14 39 2 1 2 IL
4690 6/27/12 Cyber Analyst $82,471 16 39 3 1 2 PA
4693 10/2/15 Physical Security $75,920 14 30 3 2 1 PA
4694 11/16/15 Cyber Analyst $101,016 16 35 4 1 2 PA
4695 1/31/15 Cyber Analyst $88,743 19 33 2 2 2 IL
4696 8/26/17 Cyber Analyst $128,825 16 25 3 1 2 PA
4699 10/8/10 Cyber Analyst $79,542 16 50 3 1 1 NE
4700 10/7/14 Cyber Mgr $63,946 19 42 3 2 1 PA
4705 8/21/13 IT Staff $80,045 14 43 1 1 1 PA
4709 10/4/12 Forensics Analyst $143,063 16 31 1 1 2 NE
4712 2/25/14 Cyber Analyst $97,323 14 34 1 2 1 PA
4713 2/13/14 Physical Security $86,666 12 27 1 1 2 PA
4714 8/24/15 Forensics Analyst $94,700 14 35 1 1 2 NE
4717 12/19/09 Cyber Analyst $82,601 19 41 1 1 1 PA
4719 9/1/06 Cyber Analyst $98,234 16 58 3 1 1 PA
4723 10/8/11 IT Staff $75,270 19 35 3 1 1 PA
4724 3/8/15 Sr Public and Business Office Team Mgr $103,349 14 56 3 1 2 PA
4726 1/4/05 Sr Cyber Investigator $134,847 16 55 1 1 1 PA
4727 9/7/12 CFO $122,391 16 48 4 1 2 IL
4730 8/31/04 Acctg/Fin $107,530 14 42 3 2 2 NE
4731 10/12/12 Cyber Analyst $83,430 16 38 3 1 1 PA
4733 8/9/12 Acctg/Fin $80,666 16 44 3 1 1 PA
4734 10/21/16 Admin $87,047 14 25 3 2 2 PA
4740 11/1/16 Quality Assurance $77,495 16 45 3 2 2 IL
4742 4/21/08 Cyber Analyst $90,599 16 50 1 1 1 IL
4745 3/14/17 Cyber Software Engineer $75,144 16 28 1 2 2 NE
4746 10/4/12 Cyber Analyst $84,679 19 35 3 1 1 PA
4748 10/19/12 Forensics Analyst $75,612 16 31 3 1 1 PA
4757 10/15/14 Cyber Software Engineer $112,994 16 38 3 1 1 PA
4759 10/11/13 Malware Reverse Engineer $67,624 16 37 3 2 1 NE
4761 1/17/15 Cyber Analyst $162,731 16 32 1 1 1 PA
4766 9/23/15 Logistics $84,076 19 36 3 2 1 IL
4768 5/3/13 Public and Business Office Team $114,251 14 44 2 2 1 PA
4769 9/15/14 IT Staff $71,311 14 37 3 1 1 NE
4771 12/1/13 Marketing $159,215 19 40 1 1 1 IL
4775 6/24/13 Acctg/Fin $162,030 14 38 2 1 2 NE
4780 8/2/02 IT Staff $62,747 19 52 3 1 1 IL
4782 4/6/19 Sr Cyber Analyst $154,122 19 33 1 1 2 IL
4784 5/12/12 Cyber Software Engineer $102,238 16 45 3 1 1 PA
4786 8/6/11 Forensics Analyst $154,933 16 31 1 1 1 NE
4790 6/11/13 IT Staff $141,110 16 36 3 1 1 IL
4792 7/11/03 Malware Reverse Engineer $131,698 14 63 3 1 1 PA
4794 5/3/13 Physical Security $67,987 16 34 3 2 1 PA
4798 9/22/13 Cyber Analyst $119,285 16 28 3 1 2 NE
4803 10/29/11 Cyber Analyst $52,064 14 34 3 1 1 NE
4806 5/4/11 Forensics Analyst $116,208 16 32 1 1 1 NE
4809 11/6/10 Forensics Analyst $99,135 14 35 3 1 1 IL
4811 4/22/10 Cyber Analyst $74,814 19 42 2 1 1 IL
4813 6/20/08 Cyber Analyst $127,890 12 47 3 1 1 PA
4817 7/4/17 Acctg/Fin $84,270 16 30 3 1 1 PA
4818 12/29/16 Cyber Software Engineer $64,458 16 29 2 2 2 PA
4820 12/14/13 Cyber Analyst $69,777 19 43 3 1 1 NE
4823 8/14/03 Sr Cyber Investigator $72,005 19 61 1 2 1 PA
4824 5/17/10 Cyber Analyst $148,111 16 39 3 1 1 NE
4825 9/5/16 Forensics Analyst $78,900 12 26 3 1 2 PA
4826 1/7/12 Physical Security $64,797 14 45 3 2 1 PA
4830 8/3/17 Malware Reverse Engineer $91,748 16 36 3 1 2 NE
4831 11/23/08 Cyber Analyst $100,632 16 47 3 1 1 NE
4834 4/24/19 Cyber Mgr $100,198 16 34 1 2 1 IL
4837 2/6/14 Forensics Analyst $62,836 16 42 3 1 1 NE
4840 2/1/14 Cyber Analyst $87,054 14 34 2 1 1 IL
4841 1/8/13 Physical Security $61,121 16 44 3 1 1 NE
4842 7/11/04 Cyber Software Engineer $60,802 16 59 3 1 1 PA
4843 6/23/16 Malware Reverse Engineer $86,199 16 27 4 2 2 IL
4845 5/23/11 Cyber Analyst $149,466 16 42 3 1 1 PA
4846 10/10/13 Physical Security $87,943 12 29 1 1 1 PA
4854 11/8/14 Cyber Analyst $149,466 19 30 3 1 1 PA
4855 4/2/15 Public and Business Office Team $96,338 16 42 3 2 1 PA
4857 9/2/14 Eng Mgr $172,291 16 52 3 1 1 NE
4860 5/5/06 Cyber Analyst $75,179 14 49 1 2 2 PA
4864 1/26/18 IT Staff $69,665 16 24 2 2 1 PA
4872 1/19/12 Cyber Analyst $68,762 16 43 4 2 1 IL
4876 1/11/17 Cyber Analyst $139,377 16 27 3 1 2 IL
4879 7/13/02 Advertising $106,600 16 60 3 1 1 PA
4880 9/13/11 Forensics Analyst $95,662 14 31 1 2 1 PA
4882 3/30/11 Cyber Analyst $81,276 14 44 3 1 1 IL
4883 7/31/11 Sr Forensics Mgr $131,580 14 41 3 1 1 PA
4885 8/25/02 Advertising $144,571 16 39 3 1 1 IL
4897 10/24/07 Marketing $108,604 19 47 3 2 1 PA
4901 6/12/11 Acctg/Fin $154,122 12 49 3 2 2 PA
4902 9/5/11 Cyber Analyst $82,016 16 44 3 1 1 IL
4904 12/19/13 Quality Assurance $139,515 16 52 1 2 1 NE
4905 5/12/18 Cyber Software Engineer $140,865 14 30 3 1 2 NE
4906 11/20/10 Cyber Mgr $186,925 16 39 1 1 1 IL
4907 2/6/19 Forensics Analyst $50,421 16 26 3 2 2 NE
4911 5/29/06 Sr Cyber Investigator $92,076 14 47 2 1 1 IL
4913 6/13/17 Cyber Analyst $71,851 14 25 4 1 2 IL
4915 10/25/11 Cyber Analyst $132,230 19 31 1 1 1 IL
4918 5/15/11 Cyber Analyst $143,005 19 36 3 1 1 PA
4919 1/29/13 Cyber Analyst $125,367 16 35 3 1 2 IL
4931 9/1/16 Cyber Analyst $161,867 16 26 3 1 2 IL
4932 2/2/14 Malware Reverse Engineer $128,943 14 49 3 1 1 PA
4943 12/5/17 Sr Cyber Investigator $77,443 16 33 3 1 1 NE
4944 6/17/17 Cyber Analyst $143,005 14 25 4 2 2 IL
4945 10/13/05 Cyber Analyst $61,902 16 52 3 1 2 NE
4946 2/21/15 Forensics Analyst $72,352 16 29 4 1 2 PA
4947 6/21/13 Cyber Analyst $121,455 16 40 1 1 1 PA
4950 10/18/17 Cyber Analyst $118,997 14 25 1 1 1 PA
4953 1/5/16 Forensics Analyst $114,854 14 26 3 1 2 PA
4957 3/2/09 Cyber Analyst $110,877 19 50 3 1 1 PA
4958 7/17/13 Forensics Analyst $162,030 12 31 4 1 2 IL
4960 4/10/13 Cyber Analyst $84,275 16 41 3 1 1 PA
4961 1/25/05 Cyber Analyst $117,214 16 54 2 1 1 PA
4964 10/21/10 Cyber Analyst $83,911 16 48 3 1 1 NE
4965 2/27/12 Cyber Analyst $163,045 16 50 1 1 1 PA
4971 1/24/04 Marketing $76,702 14 48 3 2 1 NE
4972 7/27/07 Forensics Analyst $151,523 16 34 3 1 2 PA
4981 2/2/10 Cyber Analyst $117,692 14 43 1 1 2 IL
4982 1/19/18 Physical Security $74,512 14 24 1 2 1 NE
4992 4/20/15 Malware Reverse Engineer $99,821 12 36 3 2 2 IL
4998 9/25/10 Cyber Analyst $75,969 14 37 3 1 2 IL
Section 2: Complete Summary Tables for Graphing
Sales Summary (Provided)
Roles # # % Yr Sales
Acctg/Fin 1 African-Am 2003 $1,656,872
Admin 2 Asian 2004 $47,830,245
Advertising 3 Caucasian 2005 $84,088,009
CEO 4 Hispanic 2006 $130,427,572
CFO TOTAL 2007 $146,938,882
CIO 2008 $139,117,818
Controller 2009 $143,547,199
COO Gender # % 2010 $144,834,875
Cyber Analyst 1 Male 2011 $149,578,842
Cyber Mgr 2 Female 2012 $155,740,613
Cyber Software Engineer TOTAL 2013 $144,759,828
Eng Mgr 2014 $156,714,301
Forensics Analyst 2015 $150,201,379
Investigator Education Level # % 2016 $154,750,829
IT Mgr 12 HS 2017 $158,253,462
IT Staff 14 AA 2018 $156,494,223
Logistics 16 BA/BS 2019 $165,800,498
Logistics Mgr 19 Masters+ 2020
Malware Reverse Engineer TOTAL 2021
Marketing 2022
Physical Security 2023
Public and Business Office Team Marital Status # % 2024
Public and Business Office Team Mgr 1 Married
Quality Assurance 2 Single
Sr Cyber Analyst TOTAL
Sr Cyber Investigator
Sr Forensics Mgr
Sr Public and Business Office Team Mgr Region Key
TOTAL State Region # %
PA Northeast
IL Midwest
NE C-Plains
TOTAL
Section 3: Complete Descriptive Statistics
Be sure to include the correct units where applicable for the summary statistics below
Descriptive Statistics Salary Hrly Rate Yrs of Svc Ed Age Frequency Table by Salary Ranges
Mean Bin Range / Upper Limit Label
Median 20000 Up to 20 Graph on next Tab
Mode 30000 21-30
Std Deviation 40000 31-40
Variance 50000 41-50
Kurtosis 60000 51-60
Skewness 70000 61-70
Max - 80000 71-80
Min = 90000 81-90
Range 100000 91-100
Sum 110000 101-110
Count 120000 111-120
130000 121-130
140000 131-140
150000 141-150
160000 151-160
170000 161-170
180000 171-180
190000 181-190
200000 191-200
200+