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 .

1. 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

2. 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.)
DATAWorkforce Profile AnalysisSection 1: Complete all
Columns in Data SetFormat for:
Windows User: Format cells in column according to indicated
format.
NumberDateGeneralCurrencyCurrencyNumberGeneralNumberG

3. eneralNumberNumberNumberTextGeneralmm/dd/yyYear
EndingVested Yr12/31/1910Emp #Hire DateRoleSalaryHrly
RateYrs of
SvcEdAgeVestedRaceGenderStatusStateRegion40004/23/15Sr
Cyber Investigator$92,2671935311IL40047/13/02Cyber
Analyst$111,8011660311IL401011/25/18Forensics
Analyst$90,6881623122PA40121/26/10Cyber
Analyst$95,9851443111NE401312/29/11Cyber
Analyst$100,5201944311IL401410/2/11Forensics
Analyst$125,1561931111IL40151/1/12Cyber
Analyst$78,4751640312PA40205/9/11Cyber
Analyst$93,5181439111PA40225/27/04Cyber
Analyst$69,5291653311PA40232/6/14Advertising$128,3841628
122NE402512/12/14Cyber
Mgr$151,1741638311PA40278/19/06Sr Cyber
Investigator$71,9141651111NE40296/5/11Cyber
Analyst$152,4461436412IL40307/10/11IT
Staff$57,7271651311IL403110/20/13Cyber Software
Engineer$78,8691639311PA40345/21/06IT
Staff$90,9301945311PA40379/13/13Forensics
Analyst$67,8661425312PA40384/14/12Cyber
Analyst$64,5801640111PA40395/30/13Cyber
Analyst$91,7711630312PA404412/3/15Cyber
Analyst$59,2191435312NE40456/7/16Physical
Security$32,3671225322NE40469/4/06Cyber
Analyst$115,9741654111PA40556/17/18IT
Staff$99,7861431122PA40602/1/12Sr Cyber
Investigator$73,6501942311IL40612/28/12Cyber
Analyst$154,9331634312PA40641/18/16Cyber
Analyst$144,5711636412PA406710/29/12Malware Reverse
Engineer$124,9961649212PA40687/15/03Cyber
Analyst$145,7761659311IL40704/4/17Forensics
Analyst$80,1911628111PA407510/2/16Forensics
Analyst$75,0531425312IL40787/15/09Cyber
Analyst$83,8511651111PA40827/2/15Cyber
Analyst$82,4111637311IL40869/18/07Cyber

4. Analyst$114,7211451311PA40887/18/17Public and Business
Office Team$108,3421634321IL408910/16/16Cyber Software
Engineer$81,0501636311PA409011/15/15Cyber
Analyst$87,6411433412IL40927/7/08Forensics
Analyst$98,9431636311PA40938/25/10Cyber
Analyst$93,9361947312NE409512/31/04Cyber
Analyst$133,6781652311PA40972/26/07Cyber
Analyst$162,7311653112IL41047/21/08Logistics$71,690165132
1PA41065/7/17Public and Business Office
Team$150,2631657311IL410711/5/13Cyber
Analyst$78,3341934311PA41188/13/17IT
Mgr$154,9331624311IL41198/31/16Cyber
Analyst$86,3841626312IL41208/30/13Sr Cyber
Investigator$127,1901634311IL41218/31/11Cyber
Analyst$148,1111636211NE41228/4/14Cyber
Analyst$86,1471639211IL412612/24/16Cyber
Analyst$60,6411634411NE41285/16/03Cyber
Analyst$126,4261456311PA41335/29/12Forensics
Analyst$119,1651631411PA41346/30/17Acctg/Fin$98,0071928
112PA41352/24/16Forensics
Analyst$76,9561626312NE41371/14/09Cyber
Analyst$98,6341652311NE41392/20/14Cyber
Analyst$87,0561641311IL414412/4/17Sr Cyber
Investigator$96,0621631421IL414612/4/11Cyber
Analyst$104,9611641111PA41479/30/17Cyber
Analyst$122,3521628322IL41509/6/17Physical
Security$33,3671222111IL41527/19/12Cyber
Analyst$151,5231641111NE41557/16/01Public and Business
Office Team$89,5221968311NE41639/11/14Cyber
Analyst$74,4191438111IL41678/26/05Cyber
Analyst$111,5361651111NE41693/14/14Acctg/Fin$65,1001440
321PA417511/29/11Cyber Software
Engineer$162,7311654311NE417611/23/17Cyber
Analyst$135,5331428311IL41773/26/12Sr Cyber
Investigator$82,5151639112PA41817/15/03Cyber
Analyst$123,3911259311IL418310/29/14IT

5. Staff$65,1261638111NE41863/9/18Sr Public and Business
Office Team Mgr$172,2911657111IL41894/24/11Physical
Security$53,6691442121PA41917/11/04Acctg/Fin$71,02616493
12NE419310/27/15Sr Cyber
Investigator$125,0041632121PA41986/5/17Forensics
Analyst$73,4471427312IL41997/16/12Cyber
Analyst$151,1741638311NE420412/14/13Cyber
Analyst$61,2121443111IL420511/26/14Cyber
Analyst$106,6401440421IL42076/22/14Cyber
Analyst$91,2051437311NE42082/15/16IT
Staff$61,3831426311IL42124/4/19Public and Business Office
Team$61,0681637311NE42145/9/13Advertising$145,776193032
2IL421811/30/06Cyber
Analyst$99,1301450311IL42209/17/06Cyber
Analyst$164,0331654311PA42217/10/11Malware reverse
engineer$74,0001940322IL42258/1/04Quality
Assurance$63,1251654311PA42324/9/13Cyber
Analyst$86,7871634121IL423711/2/14IT
Staff$95,9571641321IL42386/24/18Malware Reverse
Engineer$101,3861627112PA42391/6/17Investigator$78,985163
3312IL424711/23/19Forensics
Analyst$105,0691621112IL42498/17/07Sr Cyber
Investigator$107,4961643111PA42523/23/16Forensics
Analyst$97,8851628111PA425311/18/13Malware reverse
engineer$86,3771440112IL42577/11/03Cyber
Mgr$104,2201951321PA42581/24/13Cyber
Analyst$58,5401444111IL42599/4/04Forensics
Analyst$106,2671640311PA42609/19/15Cyber
Analyst$88,7431427312IL42656/24/13Cyber
Analyst$81,0421630312NE42718/5/11Sr Cyber
Investigator$72,2131641311PA42727/18/14Admin$78,8731236
122PA427412/8/14Cyber
Analyst$87,0921630311NE42789/6/10Cyber
Analyst$90,1531440411NE427911/3/17Investigator$95,2201931
211IL428412/16/10Forensics
Analyst$143,0631436111PA42853/30/11Cyber

6. Analyst$80,9091640111IL42872/5/14Cyber
Analyst$63,7771435312PA429112/25/15Cyber
Analyst$66,9381639311IL429612/9/07Cyber
Analyst$150,8681653211NE42988/28/07Logistics$83,29416493
12PA42996/1/11Cyber
Analyst$76,1581638411NE43007/10/18Cyber
Analyst$108,8661627121PA430111/7/13Sr Forensics
Mgr$96,5821940111NE43023/8/17Marketing$87,5191637321IL
43031/19/18Cyber Software
Engineer$113,2461934211PA43046/1/06Cyber Software
Engineer$81,7791651311NE43057/27/16Cyber
Analyst$78,0151631311PA43078/27/07Sr Cyber
Investigator$73,8071646312IL43101/21/11Cyber
Analyst$108,3261941311PA431112/13/15Cyber
Analyst$92,8471631311IL431311/11/10Physical
Security$39,8081646111PA431412/28/05Cyber
Analyst$98,7711959111IL431610/7/17Sr Cyber
Analyst$149,4661631411IL431912/3/13Forensics
Analyst$63,9331934312IL43246/4/11Public and Business
Office Team$87,4091458411IL43265/3/12Cyber
Analyst$65,9551439311NE43271/29/12Malware Reverse
Engineer$68,2261654311PA43296/21/10Cyber
Analyst$119,5371947412PA433010/14/15Cyber
Analyst$94,0381630112NE43329/28/04Cyber
Analyst$91,5071953311PA433412/28/10Cyber Software
Engineer$103,7361956311PA433710/11/15Logistics
Mgr$64,2001653111IL43427/13/11Cyber
Analyst$156,7501638411PA434312/29/17Public and Business
Office Team$96,3271640411NE43457/4/13Forensics
Analyst$87,4801626111NE43469/4/06Investigator$100,3141651
311NE43527/4/16Cyber Software
Engineer$50,3771231211PA43547/17/02Acctg/Fin$68,0561462
111NE43554/1/07Cyber
Analyst$150,2631253211NE435911/26/06Sr Cyber
Investigator$76,8641953311NE43616/10/11Forensics
Analyst$87,6011630411IL43682/24/18Cyber

7. Mgr$79,0631440321IL43698/31/05Cyber
Analyst$156,7501651312NE43772/12/08Cyber
Analyst$151,5231656111IL43807/1/17Cyber Software
Engineer$104,7931425321NE438112/29/11Cyber
Analyst$112,2231644311IL43824/29/12Public and Business
Office Team Mgr$79,5911247311PA438312/16/09Eng
Mgr$175,9161444311NE43859/25/08Malware Reverse
Engineer$74,0391949312IL43867/19/08COO$154,9331943312I
L43878/20/15Public and Business Office
Team$91,4441961411PA438810/16/14Public and Business
Office
Team$119,1561641311PA43939/2/15Admin$108,0581637412IL
43945/6/18Forensics
Analyst$89,1971421312NE43951/4/18Public and Business
Office
Team$71,6971432311PA439612/10/12Advertising$101,3411439
322PA43975/20/13Cyber
Analyst$84,1751637311PA44018/25/03IT
Staff$76,3051655111PA440212/7/18Acctg/Fin$152,0301625321
NE44059/27/12Cyber Software
Engineer$54,0801944212NE44066/10/13Sr Cyber
Investigator$116,0751937112IL440711/20/08Cyber
Analyst$73,0051443311PA44095/1/12Cyber
Analyst$112,4021441211IL44106/20/15Cyber
Analyst$68,2221929312PA44119/25/14Cyber Software
Engineer$95,1281942321IL441312/21/16IT
Staff$95,6221936211PA44187/11/04CEO$239,3151958311PA4
41912/17/06Cyber
Analyst$70,2371657211PA44212/12/15Logistics$64,201163431
1IL44236/20/15Cyber
Analyst$102,6411429111NE44242/23/16Sr Public and Business
Office Team Mgr$107,1531651321NE44282/6/10Cyber
Analyst$73,6401645311PA44291/28/10IT
Staff$68,6471450311NE44356/17/17Public and Business Office
Team$141,1101637121IL443610/5/04Controller$71,727195032
1IL443811/18/09Forensics

8. Analyst$54,0601632322IL44392/2/04Cyber
Analyst$69,6561657111NE44407/21/14Public and Business
Office Team$111,7941945112NE44418/5/12Cyber
Analyst$80,1981637111IL444211/10/11Physical
Security$72,5361439121IL44501/12/06Investigator$90,7941639
311NE445510/17/08Cyber Software
Engineer$152,4461654311NE44578/13/17Cyber
Analyst$102,9131625122IL445812/15/06Sr Cyber
Investigator$156,7501661112NE44595/22/09Cyber
Analyst$115,5801654111IL446011/28/18Public and Business
Office Team$154,1221435312PA446111/16/05Cyber
Analyst$75,0741958111PA446510/13/13Cyber
Analyst$83,3671637112PA44666/2/07Cyber
Analyst$94,8761648311PA44678/11/14Logistics$43,367163832
1PA44681/10/17Sr Cyber
Investigator$163,0451633111IL44705/17/15Acctg/Fin$66,5281
635121NE44715/15/18Cyber Software
Engineer$164,0331430311IL44722/15/11Cyber
Analyst$74,3811646311NE44749/26/13Forensics
Analyst$113,0231628312IL447512/12/12Acctg/Fin$75,4151248
311NE44793/16/11Cyber
Analyst$68,3751640112NE44801/4/14Forensics
Analyst$101,7091624411NE44827/20/01Cyber
Mgr$77,2471448421IL44844/18/18Quality
Assurance$111,4241635311NE44893/28/14Cyber
Analyst$83,0751638312NE44903/11/13Cyber Software
Engineer$100,5711642221NE449710/28/12Investigator$68,0121
636421PA449812/4/11Malware Reverse
Engineer$82,3191940311NE450012/5/13IT
Mgr$113,0561956311PA45078/11/16Physical
Security$55,5421430221IL45132/19/12Cyber
Analyst$103,7211446311NE45156/13/09Cyber
Analyst$89,1651949321PA45177/27/08Cyber
Analyst$140,8651949112NE45195/29/18Forensics
Analyst$128,9011426312NE45204/11/04CIO$179,1951950311N
E452212/10/15Sr Cyber

9. Investigator$85,4421938121IL45305/1/17Physical
Security$72,9461424122PA45322/10/16Physical
Security$43,3671634311IL45356/14/06Cyber
Analyst$110,7081655311IL454112/2/09Eng
Mgr$170,9541249312PA454310/20/12Cyber
Analyst$148,1111433311PA45448/15/18Forensics
Analyst$69,9351622112NE45541/22/18Physical
Security$43,9621222322IL45581/31/11Cyber
Analyst$85,2561641311PA45633/16/16IT
Staff$62,3191628311PA456411/23/12Advertising$88,63916343
12NE45656/13/04Cyber
Analyst$79,5841455311IL45669/28/01Cyber
Analyst$87,5171457311IL456711/6/07IT
Staff$71,7471646211PA45717/12/11Cyber
Analyst$75,2611243311IL457210/6/10Sr Cyber
Investigator$92,0791940311NE457610/30/10Cyber
Analyst$92,9311651311IL45807/16/01Cyber
Analyst$186,6701660112PA45876/24/08Cyber
Analyst$76,4991446111PA45897/11/03Cyber
Analyst$70,3581455311PA45911/4/16Sr Forensics
Mgr$109,1281648311IL459210/6/09Investigator$133,13816333
21IL45931/20/12Cyber
Analyst$86,5971444111PA45945/3/14Cyber
Analyst$78,5291644111PA459511/29/09Sr Cyber
Investigator$96,5661946311PA459712/17/15Cyber
Analyst$158,0661628411IL45987/20/01Sr Cyber
Investigator$81,2871665311PA460411/10/11Forensics
Analyst$71,6711631111PA46117/17/02Investigator$132,142145
3311NE46123/17/16Cyber
Mgr$111,1961636411NE46179/20/06IT
Staff$87,4071451111NE46186/13/11Cyber Software
Engineer$76,0311942311NE46199/30/12Cyber Software
Engineer$83,4241644321IL46204/29/11Malware Reverse
Engineer$178,4561634311NE462112/1/18Cyber
Analyst$81,7301627321IL46268/19/14Malware Reverse
Engineer$55,7201634312IL463010/13/07Investigator$61,77916

10. 34111IL46367/7/04Sr Cyber
Investigator$75,2931657321PA46393/12/13Sr Cyber
Investigator$152,4461637311PA46487/7/17Marketing$115,9661
642321PA46539/13/12Forensics
Analyst$91,1311930311IL465612/29/17Cyber Software
Engineer$151,1741640321PA46609/9/12Forensics
Analyst$120,9861929411IL46618/29/15Cyber
Analyst$117,0621627311PA46658/16/13Cyber
Analyst$115,2831437111IL46685/21/13Physical
Security$43,3671629312NE46711/13/15Cyber Software
Engineer$105,6371944311PA46758/10/13Quality
Assurance$101,3601640311IL467711/11/14Physical
Security$43,3671633311IL46806/18/09Sr Cyber
Investigator$84,7131639411PA46835/6/11Sr Cyber
Investigator$58,2941940411NE46878/25/18Malware Reverse
Engineer$87,5831439212IL46906/27/12Cyber
Analyst$82,4711639312PA469310/2/15Physical
Security$75,9201430321PA469411/16/15Cyber
Analyst$101,0161635412PA46951/31/15Cyber
Analyst$88,7431933222IL46968/26/17Cyber
Analyst$128,8251625312PA469910/8/10Cyber
Analyst$79,5421650311NE470010/7/14Cyber
Mgr$63,9461942321PA47058/21/13IT
Staff$80,0451443111PA470910/4/12Forensics
Analyst$143,0631631112NE47122/25/14Cyber
Analyst$97,3231434121PA47132/13/14Physical
Security$86,6661227112PA47148/24/15Forensics
Analyst$94,7001435112NE471712/19/09Cyber
Analyst$82,6011941111PA47199/1/06Cyber
Analyst$98,2341658311PA472310/8/11IT
Staff$75,2701935311PA47243/8/15Sr Public and Business
Office Team Mgr$103,3491456312PA47261/4/05Sr Cyber
Investigator$134,8471655111PA47279/7/12CFO$122,39116484
12IL47308/31/04Acctg/Fin$107,5301442322NE473110/12/12Cy
ber
Analyst$83,4301638311PA47338/9/12Acctg/Fin$80,666164431

11. 1PA473410/21/16Admin$87,0471425322PA474011/1/16Quality
Assurance$77,4951645322IL47424/21/08Cyber
Analyst$90,5991650111IL47453/14/17Cyber Software
Engineer$75,1441628122NE474610/4/12Cyber
Analyst$84,6791935311PA474810/19/12Forensics
Analyst$75,6121631311PA475710/15/14Cyber Software
Engineer$112,9941638311PA475910/11/13Malware Reverse
Engineer$67,6241637321NE47611/17/15Cyber
Analyst$162,7311632111PA47669/23/15Logistics$84,07619363
21IL47685/3/13Public and Business Office
Team$114,2511444221PA47699/15/14IT
Staff$71,3111437311NE477112/1/13Marketing$159,215194011
1IL47756/24/13Acctg/Fin$162,0301438212NE47808/2/02IT
Staff$62,7471952311IL47824/6/19Sr Cyber
Analyst$154,1221933112IL47845/12/12Cyber Software
Engineer$102,2381645311PA47868/6/11Forensics
Analyst$154,9331631111NE47906/11/13IT
Staff$141,1101636311IL47927/11/03Malware Reverse
Engineer$131,6981463311PA47945/3/13Physical
Security$67,9871634321PA47989/22/13Cyber
Analyst$119,2851628312NE480310/29/11Cyber
Analyst$52,0641434311NE48065/4/11Forensics
Analyst$116,2081632111NE480911/6/10Forensics
Analyst$99,1351435311IL48114/22/10Cyber
Analyst$74,8141942211IL48136/20/08Cyber
Analyst$127,8901247311PA48177/4/17Acctg/Fin$84,27016303
11PA481812/29/16Cyber Software
Engineer$64,4581629222PA482012/14/13Cyber
Analyst$69,7771943311NE48238/14/03Sr Cyber
Investigator$72,0051961121PA48245/17/10Cyber
Analyst$148,1111639311NE48259/5/16Forensics
Analyst$78,9001226312PA48261/7/12Physical
Security$64,7971445321PA48308/3/17Malware Reverse
Engineer$91,7481636312NE483111/23/08Cyber
Analyst$100,6321647311NE48344/24/19Cyber
Mgr$100,1981634121IL48372/6/14Forensics

12. Analyst$62,8361642311NE48402/1/14Cyber
Analyst$87,0541434211IL48411/8/13Physical
Security$61,1211644311NE48427/11/04Cyber Software
Engineer$60,8021659311PA48436/23/16Malware Reverse
Engineer$86,1991627422IL48455/23/11Cyber
Analyst$149,4661642311PA484610/10/13Physical
Security$87,9431229111PA485411/8/14Cyber
Analyst$149,4661930311PA48554/2/15Public and Business
Office Team$96,3381642321PA48579/2/14Eng
Mgr$172,2911652311NE48605/5/06Cyber
Analyst$75,1791449122PA48641/26/18IT
Staff$69,6651624221PA48721/19/12Cyber
Analyst$68,7621643421IL48761/11/17Cyber
Analyst$139,3771627312IL48797/13/02Advertising$106,60016
60311PA48809/13/11Forensics
Analyst$95,6621431121PA48823/30/11Cyber
Analyst$81,2761444311IL48837/31/11Sr Forensics
Mgr$131,5801441311PA48858/25/02Advertising$144,57116393
11IL489710/24/07Marketing$108,6041947321PA49016/12/11Ac
ctg/Fin$154,1221249322PA49029/5/11Cyber
Analyst$82,0161644311IL490412/19/13Quality
Assurance$139,5151652121NE49055/12/18Cyber Software
Engineer$140,8651430312NE490611/20/10Cyber
Mgr$186,9251639111IL49072/6/19Forensics
Analyst$50,4211626322NE49115/29/06Sr Cyber
Investigator$92,0761447211IL49136/13/17Cyber
Analyst$71,8511425412IL491510/25/11Cyber
Analyst$132,2301931111IL49185/15/11Cyber
Analyst$143,0051936311PA49191/29/13Cyber
Analyst$125,3671635312IL49319/1/16Cyber
Analyst$161,8671626312IL49322/2/14Malware Reverse
Engineer$128,9431449311PA494312/5/17Sr Cyber
Investigator$77,4431633311NE49446/17/17Cyber
Analyst$143,0051425422IL494510/13/05Cyber
Analyst$61,9021652312NE49462/21/15Forensics
Analyst$72,3521629412PA49476/21/13Cyber

13. Analyst$121,4551640111PA495010/18/17Cyber
Analyst$118,9971425111PA49531/5/16Forensics
Analyst$114,8541426312PA49573/2/09Cyber
Analyst$110,8771950311PA49587/17/13Forensics
Analyst$162,0301231412IL49604/10/13Cyber
Analyst$84,2751641311PA49611/25/05Cyber
Analyst$117,2141654211PA496410/21/10Cyber
Analyst$83,9111648311NE49652/27/12Cyber
Analyst$163,0451650111PA49711/24/04Marketing$76,7021448
321NE49727/27/07Forensics
Analyst$151,5231634312PA49812/2/10Cyber
Analyst$117,6921443112IL49821/19/18Physical
Security$74,5121424121NE49924/20/15Malware Reverse
Engineer$99,8211236322IL49989/25/10Cyber
Analyst$75,9691437312ILSection 2: Complete Summary Tables
for GraphingSales Summary
(Provided)Roles##%YrSalesAcctg/Fin1African-
Am2003$1,656,872Admin2Asian2004$47,830,245Advertising3
Caucasian2005$84,088,009CEO4Hispanic2006$130,427,572CF
OTOTAL2007$146,938,882CIO2008$139,117,818Controller200
9$143,547,199COOGender#%2010$144,834,875Cyber
Analyst1Male2011$149,578,842Cyber
Mgr2Female2012$155,740,613Cyber Software
EngineerTOTAL2013$144,759,828Eng
Mgr2014$156,714,301Forensics
Analyst2015$150,201,379InvestigatorEducation
Level#%2016$154,750,829IT Mgr12HS2017$158,253,462IT
Staff14AA2018$156,494,223Logistics16BA/BS2019$165,800,4
98Logistics Mgr19Masters+2020Malware Reverse
EngineerTOTAL2021Marketing2022Physical
Security2023Public and Business Office TeamMarital
Status#%2024Public and Business Office Team
Mgr1MarriedQuality Assurance2SingleSr Cyber
AnalystTOTALSr Cyber InvestigatorSr Forensics MgrSr Public
and Business Office Team MgrRegion
KeyTOTALStateRegion#%PANortheastILMidwestNEC-

14. PlainsTOTALSection 3: Complete Descriptive StatisticsBe sure
to include the correct units where applicable for the summary
statistics belowDescriptive StatisticsSalaryHrly RateYrs of
SvcEdAgeFrequency Table by Salary RangesMeanBin Range /
Upper LimitLabelMedian20000Up to 20Graph on next
TabMode3000021-30Std Deviation4000031-
40Variance5000041-50Kurtosis6000051-60Skewness7000061-
70Max -8000071-80Min =9000081-90Range10000091-
100Sum110000101-110Count120000111-120130000121-
130140000131-140150000141-150160000151-160170000161-
170180000171-180190000181-190200000191-200200+
After studying the module content and suggested resources,
create a document in MS Word in which you:
1. Make a quick search about different types of online fraud.
2. Use different sources to craft an essay where you explain
how database management, data mining, its role, and database
management systems play a role in the selected type of fraud
3. You should organize your written work into the following
sections:
a. Cover page
b. Table of Contents
c. Introduction
d. Body (subtopics)
e. Conclusion
f. References
3. Explore the options in the Word program to create the
following elements in the document:
a. The document must contain a minimum of (five) pages and a
maximum of 10 pages.
b. 1st page: Cover page (include your information, essay title,
etc.)
c. 2nd page: Automatic table of contents (must demonstrate the
use of the Word tool to create automatic tables of contents).
d. 3rd page: Organize and format content using at least (three)
different text styles. E.g.: headings 1, headings 2, headings 3,

15. etc.
e. Last page(s): Automated references in APA style (must
demonstrate the use of the citation and references tool
integrated into Word).
f. One (1)-inch margins throughout the document.
Be sure to review the
academic expectations for your submission.
Submission Instructions:
· Submit your assignment by 11:59 p.m. ET on Sunday.
· Contribute a minimum of three (3) pages. It should include at
least two (2) academic sources, formatted and cited in APA