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BA 325 Pivot Table Assignment Answer Sheet
Name:
Before you do anything fill out your name on the assignment
and save your file as BA325 Firstname Lastname (use your
actual name).
The table has all of the questions from the DuPont Assignment.
Fill in your answers to the questions in the corresponding cell
in the Answer column. Below the table there is a spot for the
Screen Clippings from both the Practice Assignment, and the
DuPont Assignment.
After you have filled out all of the answers and Screen
Clippings submit the file to the Assignments folder in D2L.
Q Number
Question
Answer
Q1
How much was American Airlines’ Net Revenues in 2013?
Q2
What was the Return on Equity for Apple in 2015?
Q3
Which company had the highest Net Income and in which year?
What was the value?
Q4
Which company had the lowest Net Income and in which year?
What was the value?
Q5
How many unique companies in your sample had Net Losses
exceeding one billion dollars? Which companies, and what
years?
Q6
What was the Sum of the Net Income for all companies in the
sample for 2015?
Q7
Which company had the highest total Net Income over the three
year period? What was the value?
Q8
Which company had the lowest total Net Income over the three
year period? What was the value?
Q9
Which industry had the highest Average Profit Margin over the
three year period? What was the value?
Q10
In which year was the Average Profit Margin the highest for the
entire sample? What was the value?
Q11
For how many companies do you have Profit Margin ratio data
in 2013?
Q12
For what Industry do you have the most Profit Margin ratio data
in the sample? What was the value? For that Industry what year
was the highest? What was the value?
Q13
Which Industry has the highest Average Asset Turnover over
the three year period? What was the value?
Q14
Which of the remaining Industries has the highest Asset
Turnover in 2014? What was the value?
Q15
Which Industry has the highest Average Financial Leverage
over the three year period? What was the value?
Q16
Which Industry has the lowest Average Financial Leverage that
does not include negative numbers in any year? What was the
value?
Q17
What is the Average Financial Leverage for the Transportation
Industry in 2013?
Note: The answer is odd. You will have to use Data Cleaning to
resolve the issue.
Q18
Which Industry has the highest Average Return on Equity over
the three year period and which company is the highest within
that Industry? What are the values?
Q19
Which two companies in the Public Utilities Industry have the
highest Average Return on Equity during the period? What are
the values?
Q20
Which Industry had the largest decrease in Average Return on
Equity between 2013 and 2014? What was the value?
Q21
Which Industry had the largest increase in Average Return on
Equity between 2014 and 2015? What was the value?
Q22
Bonus Question 1: How many industries were in your sample?
Q23
Bonus Question 2: Pivot Tables are a useful analytical tool for
all business professionals, True or False?
Q24
Bonus Question 3: Which relationship displayed in the DuPont
assignment was most interesting to you? Why?
Screen Clippings:Practice Assignment
Screen Clipping 1:
Screen Clipping 2:
Screen Clipping 3:
Screen Clipping 4:
DuPont Assignment
Screen Clipping 1:
Screen Clipping 2:
Screen Clipping 3:
Screen Clipping 4:
Screen Clipping 5:
Screen Clipping 6:
Screen Clipping 7:
Yuthas and Finn 2018 6
Based on data from Ernst & Young
Analytics mindset case study DuPont @2016
DuPont DataTickerNameIndustryYearTotal Assets (M)Total
Shareholder Equity (M)Net Revenues (M)Net Income
(M)AALAmerican Airlines Group
Inc.Transportation201342,300(2,700)26,700(1,800)AALAmeric
an Airlines Group
Inc.Transportation201443,8002,00042,7002,900AALAmerican
Airlines Group
Inc.Transportation201548,4005,60041,0007,600AAPLApple
Inc.Technology2013207,000123,500170,90037,000AAPLApple
Inc.Technology2014231,800111,500183,20039,500AAPLApple
Inc.Technology2015290,500119,400231,30053,400ACYAerocen
tury Corp.Technology201316449283ACYAerocentury
Corp.Technology20142053525(11)ACYAerocentury
Corp.Technology201518341266ADGEAmerican DG Energy
Inc.Public Utilities201336118(5)ADGEAmerican DG Energy
Inc.Public Utilities201440159(6)AHHArmada Hoffler
Properties Inc.Finance2013435(47)1417AHHArmada Hoffler
Properties Inc.Finance20156905025320AIRTAir T
Inc.Transportation201336281032AIRTAir T
Inc.Transportation201437271012AIRTAir T
Inc.Transportation201544301123AMZNAmazon.com
Inc.Consumer
Services201341,4009,70074,500274AMZNAmazon.com
Inc.Consumer
Services201456,30010,70089,000(241)AMZNAmazon.com
Inc.Consumer
Services201567,70013,400107,000596AROWArrow Financial
CorporationFinance20132,2001929222AROWArrow Financial
CorporationFinance20142,2002019523AROWArrow Financial
CorporationFinance20152,5002149925ASTEAstec Industries
Inc.Capital Goods201374957793339ASTEAstec Industries
Inc.Capital Goods201480659597635ASTEAstec Industries
Inc.Capital Goods201577760898333ATSGAir Transport
Services Group
Inc.Transportation20131,000369580(20)ATSGAir Transport
Services Group Inc.Transportation20141,00034859030ATSGAir
Transport Services Group
Inc.Transportation20151,00036461941AVAVAeroVironment
Inc.Capital Goods201336431524010AVAVAeroVironment
Inc.Capital Goods201438534325214AVAVAeroVironment
Inc.Capital Goods20153983492593AZURAzure Midstream
Partners LPPublic Utilities2013174160531AZURAzure
Midstream Partners LPPublic
Utilities20141721547522BABoeing Co.Capital
Goods201392,70014,90086,6004,600BABoeing Co.Capital
Goods201499,2008,70090,8005,400BABoeing Co.Capital
Goods201594,4006,30096,1005,200BACBank of America Corp.
CorporationFinance20132,100,000232,70097,80011,400BACBa
nk of America Corp.
CorporationFinance20142,100,000243,50097,8004,800BACBan
k of America Corp.
CorporationFinance20152,200,000256,20092,10015,900BELBel
mond Ltd.Consumer Services20131,900908594(32)BELBelmond
Ltd.Consumer Services20141,700761586(2)BELBelmond
Ltd.Consumer Services20151,50065855116BJRIBJ’s
Restaurants Inc.Consumer Services201361140177521BJRIBJ’s
Restaurants Inc.Consumer Services201464734984627BJRIBJ’s
Restaurants Inc.Consumer
Services201568231792045BWPBoardwalk Pipeline Partners
L.P.Public Utilities20137,9003,9001,200222BWPBoardwalk
Pipeline Partners L.P.Public
Utilities20148,2004,0001,200229BWPBoardwalk Pipeline
Partners L.P.Public Utilities20158,3004,2001,200218BYBKBay
Bancorp Inc.Finance201342355283BYBKBay Bancorp
Inc.Finance201448367343BYBKBay Bancorp
Inc.Finance201549368292CCitigroup
Inc.Finance20131,900,000204,30093,20013,400CCitigroup
Inc.Finance20141,800,000210,50094,0007,200CCitigroup
Inc.Finance20151,700,000221,90087,90017,000CARVCarver
Bancorp Inc.Finance201363857301CARVCarver Bancorp
Inc.Finance20146405230(1)CARVCarver Bancorp
Inc.Finance201567655280CATOCato CorporationConsumer
Services201353334594461CATOCato CorporationConsumer
Services201459739192053CATOCato CorporationConsumer
Services201560838098759CFBKCentral Federal
CorporationFinance2013256238(1)CFBKCentral Federal
CorporationFinance201431635120CFBKCentral Federal
CorporationFinance201535138145CFNLCardinal Financial
CorporationFinance20132,9003218726CFNLCardinal Financial
CorporationFinance20143,40037716533CFNLCardinal Financial
CorporationFinance20154,00041318747CHLChina Mobile
Ltd.Public
Utilities2013192,800130,300102,50019,800CHLChina Mobile
Ltd.Public
Utilities2014209,000138,100104,10017,700CHLChina Mobile
Ltd.Public
Utilities2015219,900141,300106,30017,300CMCSAComcast
Corp.Consumer
Services2013158,80050,70064,7006,800CMCSAComcast
Corp.Consumer
Services2014159,30052,70068,8008,400CMCSAComcast
Corp.Consumer
Services2015166,60052,30074,5008,200CMRECostamare
Inc.Transportation20132,700657414103CMRECostamare
Inc.Transportation20142,700803484115CMRECostamare
Inc.Transportation20152,600964490144CNETChinaNet Online
Holdings Inc.Technology2013574530(0)CNETChinaNet Online
Holdings Inc.Technology2014473639(14)CNETChinaNet Online
Holdings Inc.Technology2015362732(9)CNICanadian National
Railway
CompanyTransportation201328,70012,20010,3002,500CNICana
dian National Railway
CompanyTransportation201427,80011,60011,0002,900CNICana
dian National Railway
CompanyTransportation201526,70010,8009,9002,800COSTCost
co Wholesale Corp.Consumer
Services201330,30010,800105,2002,000COSTCostco Wholesale
Corp.Consumer
Services201433,00012,300112,6002,100COSTCostco Wholesale
Corp.Consumer
Services201533,40010,600116,2002,400CPCanadian Pacific
Railway
Ltd.Transportation201316,0006,7006,000849CPCanadian
Pacific Railway
Ltd.Transportation201414,6004,8006,0001,300CPCanadian
Pacific Railway
Ltd.Transportation201514,3003,5005,2001,100CPFCentral
Pacific Financial Corp.Finance20134,700660194172CPFCentral
Pacific Financial Corp.Finance20144,90056819341CPFCentral
Pacific Financial Corp.Finance20155,10049519346CSBKClifton
Bancorp Inc.Finance20131,000187377CSBKClifton Bancorp
Inc.Finance20141,300194367CSBKClifton Bancorp
Inc.Finance20151,200368409CSCOCisco Systems
Inc.Technology2013101,20059,10048,60010,000CSCOCisco
Systems
Inc.Technology2014105,10056,70047,1007,900CSCOCisco
Systems
Inc.Technology2015113,50059,70049,2009,000CSXCSX
CorporationTransportation201331,80010,50012,0001,900CSXC
SX
CorporationTransportation201433,10011,20012,7001,900CSXC
SX
CorporationTransportation201535,00011,70011,8002,000CUDA
Barracuda Networks
Inc.Technology2013280(21)199(7)CUDABarracuda Networks
Inc.Technology2014350(6)234(4)CUDABarracuda Networks
Inc.Technology2015389(39)277(68)CVLTCommVault Systems
Inc.Technology201360535449653CVLTCommVault Systems
Inc.Technology201475546358664CVLTCommVault Systems
Inc.Technology201571440760826CZFCCitizens First
CorporationFinance201341038212CZFCCitizens First
CorporationFinance201441338203CZFCCitizens First
CorporationFinance201543340214CZRCaesars Entertainment
CorporationConsumer
Services201324,700(3,100)8,600(2,900)CZRCaesars
Entertainment CorporationConsumer
Services201423,500(5,000)8,500(2,800)CZRCaesars
Entertainment CorporationConsumer
Services201512,2009874,7005,900DALDelta Air Lines
Inc.Transportation201359,40011,60037,60010,500DALDelta Air
Lines Inc.Transportation201454,1008,80040,200659DALDelta
Air Lines
Inc.Transportation201553,10010,90040,5004,500DCIXDiana
Containerships Inc.Transportation201331716554(57)DCIXDiana
Containerships Inc.Transportation2014409256663DCIXDiana
Containerships Inc.Transportation201543623971(18)DCMNTT
DoCoMo Inc.
ADRTechnology201376,90057,70054,0006,000DCMNTT
DoCoMo Inc.
ADRTechnology201472,90054,80044,4004,600DCMNTT
DoCoMo Inc.
ADRTechnology201559,60044,90039,8003,700DHRDanaher
CorporationCapital
Goods201334,70022,40019,1002,700DHRDanaher
CorporationCapital
Goods201437,00023,40019,9002,600DHRDanaher
CorporationCapital
Goods201548,20023,70020,6002,600DISWalt Disney
Co.Consumer Services201381,20045,40045,0006,100DISWalt
Disney Co.Consumer
Services201484,20045,00048,8007,500DISWalt Disney
Co.Consumer Services201588,20044,50052,0008,400DUKDuke
Energy CorporationPublic
Utilities2013114,80041,30024,5002,700DUKDuke Energy
CorporationPublic
Utilities2014120,70040,90023,9001,900DUKDuke Energy
CorporationPublic
Utilities2015121,20039,70023,4002,900DYNDynegy Inc.Public
Utilities20135,3002,2001,700(356)DYNDynegy Inc.Public
Utilities201411,2003,0002,700(273)DYNDynegy Inc.Public
Utilities201511,5002,9003,70050EGLEEagle Bulk Shipping
Inc.Transportation20131,700531192(71)EGLEEagle Bulk
Shipping Inc.Transportation2015787518104(148)EPDEnterprise
Products Partners L.P.Public
Utilities201340,10015,20047,7002,600EPDEnterprise Products
Partners L.P.Public
Utilities201447,10018,10047,9002,800EPDEnterprise Products
Partners L.P.Public
Utilities201549,00020,30026,8002,500ESEAEuroseas
Ltd.Transportation201419113141(18)ESEAEuroseas
Ltd.Transportation201517212738(14)EVIEnviroStar
Inc.Consumer Services2013116362EVIEnviroStar Inc.Consumer
Services2014145342EVIEnviroStar Inc.Consumer
Services201595312FFord Motor CompanyCapital
Goods2013202,00026,400146,9007,200FFord Motor
CompanyCapital Goods2014208,50024,800144,1003,200FFord
Motor CompanyCapital
Goods2015224,90028,600149,6007,400FBFacebook
Inc.Technology201317,90015,5007,9001,500FBFacebook
Inc.Technology201440,20036,10012,5002,900FBFacebook
Inc.Technology201549,40044,20017,9003,700FCBCFirst
Community Bancshares
Inc.Finance20132,60032914023FCBCFirst Community
Bancshares Inc.Finance20142,60035113426FCBCFirst
Community Bancshares
Inc.Finance20152,50034312725FDXFedEx
CorporationTransportation201333,60017,40044,3001,600FDXFe
dEx
CorporationTransportation201433,10015,30045,6002,100FDXFe
dEx
CorporationTransportation201537,10015,00047,5001,000FIXCo
mfort Systems USA Inc.Capital
Goods20136022961,40027FIXComfort Systems USA
Inc.Capital Goods20146663061,40023FIXComfort Systems
USA Inc.Capital Goods20156923471,60049FLLFull House
Resorts Inc.Consumer Services201315478145(4)FLLFull House
Resorts Inc.Consumer Services201414158121(21)FLLFull
House Resorts Inc.Consumer
Services201514357125(1)GDGeneral Dynamis
CorporationCapital
Goods201335,40014,50031,2002,400GDGeneral Dynamis
CorporationCapital
Goods201435,40011,80030,9002,500GDGeneral Dynamis
CorporationCapital
Goods201532,00010,70031,5003,000GLBSGlobus Maritime
LimitedTransportation201315660296GLBSGlobus Maritime
LimitedTransportation201415263263GLOWGlowpoint
Inc.Public Utilities2013261034(4)GLOWGlowpoint Inc.Public
Utilities201423832(3)GLOWGlowpoint Inc.Public
Utilities201521626(2)GLREGreenlight Capital Reinsurance
Ltd.Finance20133,1001,100640226GLREGreenlight Capital
Reinsurance
Ltd.Finance20143,0001,200690110GLREGreenlight Capital
Reinsurance Ltd.Finance20152,700825427(326)GMGeneral
Motors CompanyCapital
Goods2013166,30042,600155,4005,300GMGeneral Motors
CompanyCapital
Goods2014177,70035,500155,9003,900GMGeneral Motors
CompanyCapital
Goods2015194,50039,900152,4009,700GOOGLAlphabet
Inc.Technology2013110,90087,30059,70012,200GOOGLAlphab
et
Inc.Technology2014131,100104,50065,80013,700GOOGLAlpha
bet Inc.Technology2015147,500120,30073,60016,300GROWUS
Global Investors Inc.Finance2013393719(0)GROWUS Global
Investors Inc.Finance2014383513(1)GROWUS Global Investors
Inc.Finance201531299(4)GRPNGroupon
Inc.Technology20132,0007142,600(95)GRPNGroupon
Inc.Technology20142,2007633,200(73)GRPNGroupon
Inc.Technology20151,8004693,100(134)GSIGeneral Steel
Holdings Inc.Capital
Goods20132,700(305)2,500(33)GSIGeneral Steel Holdings
Inc.Capital Goods20142,600(345)2,300(49)GXPGreat Plains
Energy Inc.Public Utilities20139,8003,5002,400250GXPGreat
Plains Energy Inc.Public
Utilities201410,5003,6002,600243GXPGreat Plains Energy
Inc.Public Utilities201512,1003,7002,500213HDHome Depot
Inc.Consumer Services201341,10017,80074,8004,500HDHome
Depot Inc.Consumer
Services201440,50012,50078,8005,400HDHome Depot
Inc.Consumer
Services201539,9009,30083,2006,300HONHoneywell
International Inc.Capital
Goods201345,40017,50039,1003,900HONHoneywell
International Inc.Capital
Goods201445,50017,70040,3004,200HONHoneywell
International Inc.Capital
Goods201549,30018,30038,6004,800HSBCHSBC Holdings
PLCFinance20132,700,000176,00094,90016,200HSBCHSBC
Holdings
PLCFinance20142,600,000177,40091,60013,600HSBCHSBC
Holdings
PLCFinance20152,400,000173,30087,60013,500IBMInternation
al Business Machines
Corp.Technology2013126,20022,80099,80016,500IBMInternati
onal Business Machines
Corp.Technology2014117,50011,90092,80012,000IBMInternati
onal Business Machines
Corp.Technology2015110,50014,30081,70013,300IDNIntelligch
ekc Mobilisa Inc.Technology201318157(2)IDNIntelligchekc
Mobilisa Inc.Technology201519167(5)INFNInfinera
CorporationPublic Utilities2013701418544(32)INFNInfinera
CorporationPublic Utilities201481848266814INFNInfinera
CorporationPublic Utilities20151,20076288751INNSummit
Hotel Properties Inc.Consumer
Services20131,3008102996INNSummit Hotel Properties
Inc.Consumer Services20141,50078040221INNSummit Hotel
Properties Inc.Consumer
Services20151,600853462124INTCIntel
Corp.Technology201392,40058,30052,7009,600INTCIntel
Corp.Technology201492,00055,90055,90011,700INTCIntel
Corp.Technology2015103,10061,10055,40011,400INVTInventer
gy Global Inc.Public Utilities2013136210IOTIncome
Opportunity Realty Investors Inc.Consumer Services20139481-
06IOTIncome Opportunity Realty Investors Inc.Consumer
Services20149383- 02IOTIncome Opportunity Realty Investors
Inc.Consumer Services20158484- 02ISIGInsignia Systems
Inc.Consumer Services20133226281ISIGInsignia Systems
Inc.Consumer Services20143125260ISIGInsignia Systems
Inc.Consumer Services20153225282JBTJohn Bean Technologies
CorporationTechnology201362115493433JBTJohn Bean
Technologies CorporationTechnology201469811998631JBTJohn
Bean Technologies
CorporationTechnology20158761301,10056JCTCFJewett-
Cameron Trading Company Ltd.Consumer
Services20132421493JCTCFJewett-Cameron Trading Company
Ltd.Consumer Services20142018422JCTCFJewett-Cameron
Trading Company Ltd.Consumer Services20152018422JPMJP
Morgan Chase &
Co.Finance20132,400,000211,200106,90017,400JPMJP Morgan
Chase & Co.Finance20142,600,000232,10097,50021,200JPMJP
Morgan Chase &
Co.Finance20152,400,000247,60098,00023,900LDLLydall
Inc.Capital Goods201327520039819LDLLydall Inc.Capital
Goods201436221353622LDLLydall Inc.Capital
Goods201535824552546LMTLockheed Martin Corp.Capital
Goods201336,2004,90045,4003,000LMTLockheed Martin
Corp.Capital Goods201437,1003,40045,6003,600LMTLockheed
Martin Corp.Capital
Goods201549,1003,10046,1003,600LOANManhattan Bridge
Capital Inc.Consumer Services201316921LOANManhattan
Bridge Capital Inc.Consumer
Services2014241432LOANManhattan Bridge Capital
Inc.Consumer Services2015321842LOWLowe’s
CompaniesConsumer
Services201332,70013,90050,5001,900LOWLowe’s
CompaniesConsumer
Services201432,70011,90053,4002,300LOWLowe’s
CompaniesConsumer
Services201531,80010,00056,2002,700LTRXLantronix
Inc.Technology2013292047(3)LTRXLantronix
Inc.Technology2014312045(1)LTRXLantronix
Inc.Technology2015291943(3)LUVSouthwest Airlines
Co.Transportation201319,3007,30017,700757LUVSouthwest
Airlines
Co.Transportation201420,2006,80018,6001,100LUVSouthwest
Airlines
Co.Transportation201523,3007,40019,8002,200LYGLloyds
Banking Group
PLCFinance20131,400,00064,60083,000(1,300)LYGLloyds
Banking Group
PLCFinance20141,300,00067,60064,7002,000LYGLloyds
Banking Group
PLCFinance20151,200,00060,80046,800833MCDMcDonald’s
Corp.Consumer
Services201336,60016,00028,1005,600MCDMcDonald’s
Corp.Consumer
Services201434,30012,90027,4004,800MCDMcDonald’s
Corp.Consumer
Services201537,9007,10025,4004,500MHHMastech Holdings
Inc.Consumer Services201317101073MHHMastech Holdings
Inc.Consumer Services201420131143MHHMastech Holdings
Inc.Consumer Services201539161243MICTMicronet Enertec
Technologies Inc.Capital Goods2013431836(0)MICTMicronet
Enertec Technologies Inc.Capital
Goods2014451434(2)MICTMicronet Enertec Technologies
Inc.Capital Goods2015401124(3)MOCCommand Security
CorporationConsumer Services201339171500MOCCommand
Security CorporationConsumer
Services201441191571MOCCommand Security
CorporationConsumer Services201537211391MSFTMicrosoft
Corp.Technology2013142,40078,90077,70021,900MSFTMicros
oft
Corp.Technology2014172,40089,80086,70022,100MSFTMicros
oft
Corp.Technology2015176,20080,10093,00012,200NAONordic
American Offshore
Ltd.Transportation20132452431(0)NAONordic American
Offshore Ltd.Transportation2014322319537NAONordic
American Offshore
Ltd.Transportation201533728136(11)NEENextEra Energy
Inc.Public Utilities201369,30018,00014,4001,700NEENextEra
Energy Inc.Public
Utilities201474,90019,90016,4002,500NEENextEra Energy
Inc.Public
Utilities201582,50022,60015,8002,800NFBKNorthfield Bancorp
Inc.Finance20132,70071610319NFBKNorthfield Bancorp
Inc.Finance20143,00059410020NFBKNorthfield Bancorp
Inc.Finance20153,20056011020NFGNational Fuel Gas
CompanyPublic Utilities20136,2002,2001,800260NFGNational
Fuel Gas CompanyPublic
Utilities20146,7002,4002,100299NFGNational Fuel Gas
CompanyPublic
Utilities20156,7002,0001,600(379)NGGNational Grid
PLCPublic Utilities201386,40015,50022,7003,600NGGNational
Grid PLCPublic
Utilities201490,30019,90023,6004,000NGGNational Grid
PLCPublic Utilities201585,60017,80024,5003,200NMNavios
Maritime Holdings
Inc.Transportation20132,9001,100512(109)NMNavios Maritime
Holdings Inc.Transportation20143,2001,200569(56)NMNavios
Maritime Holdings
Inc.Transportation20153,000989481(134)NPKNational Presto
Industries Inc.Capital Goods201339433342041NPKNational
Presto Industries Inc.Capital
Goods201437832541227NPKNational Presto Industries
Inc.Capital Goods201539733942841NSCNorfolk Southern
CorporationTransportation201332,90011,30011,2001,900NSCN
orfolk Southern
CorporationTransportation201433,20012,40011,6002,000NSCN
orfolk Southern
CorporationTransportation201534,30012,20010,5001,600NTTNi
ppon Telegraph and Telephone CorporationPublic
Utilities2013209,10088,500129,2006,300NTTNippon Telegraph
and Telephone CorporationPublic
Utilities2014197,00082,600108,8005,800NTTNippon Telegraph
and Telephone CorporationPublic
Utilities2015172,70072,400100,6004,700NVGSNavigator
Holdings
Ltd.Transportation20131,30072123841NVGSNavigator
Holdings
Ltd.Transportation20141,40080630585NVGSNavigator
Holdings Ltd.Transportation20151,60091031598NWNNorthwest
Natural Gas CompanyPublic
Utilities20133,00075275961NWNNorthwest Natural Gas
CompanyPublic Utilities20143,10076775459NWNNorthwest
Natural Gas CompanyPublic
Utilities20153,10078172454OPTTOcean Power Technologies
Inc.Public Utilities201438292(11)ORBKOrbotech Ltd.Capital
Goods201363746744040ORBKOrbotech Ltd.Capital
Goods20141,00049858335ORBKOrbotech Ltd.Capital
Goods20151,00056975357ORCLOracle
Corp.Technology201381,80044,60037,20010,900ORCLOracle
Corp.Technology201490,30046,90038,30011,000ORCLOracle
Corp.Technology2015110,90048,70038,2009,900OSGBOverseas
Shipholding Group
Inc.Transportation20133,600(60)925(638)OSGBOverseas
Shipholding Group
Inc.Transportation20143,4001,300872(152)OSGBOverseas
Shipholding Group
Inc.Transportation20153,3001,600965284OTELOtelco
Inc.Public Utilities2014122(24)745OTELOtelco Inc.Public
Utilities2015119(16)718PATIPatriot Transportation Holding
Inc.Transportation201351301125PATIPatriot Transportation
Holding Inc.Transportation201461331293PATIPatriot
Transportation Holding
Inc.Transportation201560371233PCHPotlatch
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  • 1. https://www.youtube.com/watch?time_continue=59&v=Bh_oEY X1zNM&feature=emb_logo BA 325 Pivot Table Assignment Answer Sheet Name: Before you do anything fill out your name on the assignment and save your file as BA325 Firstname Lastname (use your actual name). The table has all of the questions from the DuPont Assignment. Fill in your answers to the questions in the corresponding cell in the Answer column. Below the table there is a spot for the Screen Clippings from both the Practice Assignment, and the DuPont Assignment. After you have filled out all of the answers and Screen Clippings submit the file to the Assignments folder in D2L. Q Number Question Answer Q1 How much was American Airlines’ Net Revenues in 2013? Q2 What was the Return on Equity for Apple in 2015? Q3 Which company had the highest Net Income and in which year? What was the value? Q4 Which company had the lowest Net Income and in which year? What was the value? Q5
  • 2. How many unique companies in your sample had Net Losses exceeding one billion dollars? Which companies, and what years? Q6 What was the Sum of the Net Income for all companies in the sample for 2015? Q7 Which company had the highest total Net Income over the three year period? What was the value? Q8 Which company had the lowest total Net Income over the three year period? What was the value? Q9 Which industry had the highest Average Profit Margin over the three year period? What was the value? Q10 In which year was the Average Profit Margin the highest for the entire sample? What was the value? Q11 For how many companies do you have Profit Margin ratio data in 2013? Q12 For what Industry do you have the most Profit Margin ratio data in the sample? What was the value? For that Industry what year was the highest? What was the value? Q13 Which Industry has the highest Average Asset Turnover over the three year period? What was the value?
  • 3. Q14 Which of the remaining Industries has the highest Asset Turnover in 2014? What was the value? Q15 Which Industry has the highest Average Financial Leverage over the three year period? What was the value? Q16 Which Industry has the lowest Average Financial Leverage that does not include negative numbers in any year? What was the value? Q17 What is the Average Financial Leverage for the Transportation Industry in 2013? Note: The answer is odd. You will have to use Data Cleaning to resolve the issue. Q18 Which Industry has the highest Average Return on Equity over the three year period and which company is the highest within that Industry? What are the values? Q19 Which two companies in the Public Utilities Industry have the highest Average Return on Equity during the period? What are the values? Q20 Which Industry had the largest decrease in Average Return on Equity between 2013 and 2014? What was the value? Q21 Which Industry had the largest increase in Average Return on
  • 4. Equity between 2014 and 2015? What was the value? Q22 Bonus Question 1: How many industries were in your sample? Q23 Bonus Question 2: Pivot Tables are a useful analytical tool for all business professionals, True or False? Q24 Bonus Question 3: Which relationship displayed in the DuPont assignment was most interesting to you? Why? Screen Clippings:Practice Assignment Screen Clipping 1: Screen Clipping 2: Screen Clipping 3: Screen Clipping 4: DuPont Assignment Screen Clipping 1: Screen Clipping 2: Screen Clipping 3: Screen Clipping 4: Screen Clipping 5: Screen Clipping 6: Screen Clipping 7: Yuthas and Finn 2018 6
  • 5. Based on data from Ernst & Young Analytics mindset case study DuPont @2016 DuPont DataTickerNameIndustryYearTotal Assets (M)Total Shareholder Equity (M)Net Revenues (M)Net Income (M)AALAmerican Airlines Group Inc.Transportation201342,300(2,700)26,700(1,800)AALAmeric an Airlines Group Inc.Transportation201443,8002,00042,7002,900AALAmerican Airlines Group Inc.Transportation201548,4005,60041,0007,600AAPLApple Inc.Technology2013207,000123,500170,90037,000AAPLApple Inc.Technology2014231,800111,500183,20039,500AAPLApple Inc.Technology2015290,500119,400231,30053,400ACYAerocen tury Corp.Technology201316449283ACYAerocentury Corp.Technology20142053525(11)ACYAerocentury Corp.Technology201518341266ADGEAmerican DG Energy Inc.Public Utilities201336118(5)ADGEAmerican DG Energy Inc.Public Utilities201440159(6)AHHArmada Hoffler Properties Inc.Finance2013435(47)1417AHHArmada Hoffler Properties Inc.Finance20156905025320AIRTAir T Inc.Transportation201336281032AIRTAir T Inc.Transportation201437271012AIRTAir T Inc.Transportation201544301123AMZNAmazon.com Inc.Consumer Services201341,4009,70074,500274AMZNAmazon.com Inc.Consumer Services201456,30010,70089,000(241)AMZNAmazon.com Inc.Consumer Services201567,70013,400107,000596AROWArrow Financial CorporationFinance20132,2001929222AROWArrow Financial CorporationFinance20142,2002019523AROWArrow Financial CorporationFinance20152,5002149925ASTEAstec Industries Inc.Capital Goods201374957793339ASTEAstec Industries Inc.Capital Goods201480659597635ASTEAstec Industries Inc.Capital Goods201577760898333ATSGAir Transport
  • 6. Services Group Inc.Transportation20131,000369580(20)ATSGAir Transport Services Group Inc.Transportation20141,00034859030ATSGAir Transport Services Group Inc.Transportation20151,00036461941AVAVAeroVironment Inc.Capital Goods201336431524010AVAVAeroVironment Inc.Capital Goods201438534325214AVAVAeroVironment Inc.Capital Goods20153983492593AZURAzure Midstream Partners LPPublic Utilities2013174160531AZURAzure Midstream Partners LPPublic Utilities20141721547522BABoeing Co.Capital Goods201392,70014,90086,6004,600BABoeing Co.Capital Goods201499,2008,70090,8005,400BABoeing Co.Capital Goods201594,4006,30096,1005,200BACBank of America Corp. CorporationFinance20132,100,000232,70097,80011,400BACBa nk of America Corp. CorporationFinance20142,100,000243,50097,8004,800BACBan k of America Corp. CorporationFinance20152,200,000256,20092,10015,900BELBel mond Ltd.Consumer Services20131,900908594(32)BELBelmond Ltd.Consumer Services20141,700761586(2)BELBelmond Ltd.Consumer Services20151,50065855116BJRIBJ’s Restaurants Inc.Consumer Services201361140177521BJRIBJ’s Restaurants Inc.Consumer Services201464734984627BJRIBJ’s Restaurants Inc.Consumer Services201568231792045BWPBoardwalk Pipeline Partners L.P.Public Utilities20137,9003,9001,200222BWPBoardwalk Pipeline Partners L.P.Public Utilities20148,2004,0001,200229BWPBoardwalk Pipeline Partners L.P.Public Utilities20158,3004,2001,200218BYBKBay Bancorp Inc.Finance201342355283BYBKBay Bancorp Inc.Finance201448367343BYBKBay Bancorp Inc.Finance201549368292CCitigroup Inc.Finance20131,900,000204,30093,20013,400CCitigroup Inc.Finance20141,800,000210,50094,0007,200CCitigroup Inc.Finance20151,700,000221,90087,90017,000CARVCarver
  • 7. Bancorp Inc.Finance201363857301CARVCarver Bancorp Inc.Finance20146405230(1)CARVCarver Bancorp Inc.Finance201567655280CATOCato CorporationConsumer Services201353334594461CATOCato CorporationConsumer Services201459739192053CATOCato CorporationConsumer Services201560838098759CFBKCentral Federal CorporationFinance2013256238(1)CFBKCentral Federal CorporationFinance201431635120CFBKCentral Federal CorporationFinance201535138145CFNLCardinal Financial CorporationFinance20132,9003218726CFNLCardinal Financial CorporationFinance20143,40037716533CFNLCardinal Financial CorporationFinance20154,00041318747CHLChina Mobile Ltd.Public Utilities2013192,800130,300102,50019,800CHLChina Mobile Ltd.Public Utilities2014209,000138,100104,10017,700CHLChina Mobile Ltd.Public Utilities2015219,900141,300106,30017,300CMCSAComcast Corp.Consumer Services2013158,80050,70064,7006,800CMCSAComcast Corp.Consumer Services2014159,30052,70068,8008,400CMCSAComcast Corp.Consumer Services2015166,60052,30074,5008,200CMRECostamare Inc.Transportation20132,700657414103CMRECostamare Inc.Transportation20142,700803484115CMRECostamare Inc.Transportation20152,600964490144CNETChinaNet Online Holdings Inc.Technology2013574530(0)CNETChinaNet Online Holdings Inc.Technology2014473639(14)CNETChinaNet Online Holdings Inc.Technology2015362732(9)CNICanadian National Railway CompanyTransportation201328,70012,20010,3002,500CNICana dian National Railway CompanyTransportation201427,80011,60011,0002,900CNICana dian National Railway CompanyTransportation201526,70010,8009,9002,800COSTCost
  • 8. co Wholesale Corp.Consumer Services201330,30010,800105,2002,000COSTCostco Wholesale Corp.Consumer Services201433,00012,300112,6002,100COSTCostco Wholesale Corp.Consumer Services201533,40010,600116,2002,400CPCanadian Pacific Railway Ltd.Transportation201316,0006,7006,000849CPCanadian Pacific Railway Ltd.Transportation201414,6004,8006,0001,300CPCanadian Pacific Railway Ltd.Transportation201514,3003,5005,2001,100CPFCentral Pacific Financial Corp.Finance20134,700660194172CPFCentral Pacific Financial Corp.Finance20144,90056819341CPFCentral Pacific Financial Corp.Finance20155,10049519346CSBKClifton Bancorp Inc.Finance20131,000187377CSBKClifton Bancorp Inc.Finance20141,300194367CSBKClifton Bancorp Inc.Finance20151,200368409CSCOCisco Systems Inc.Technology2013101,20059,10048,60010,000CSCOCisco Systems Inc.Technology2014105,10056,70047,1007,900CSCOCisco Systems Inc.Technology2015113,50059,70049,2009,000CSXCSX CorporationTransportation201331,80010,50012,0001,900CSXC SX CorporationTransportation201433,10011,20012,7001,900CSXC SX CorporationTransportation201535,00011,70011,8002,000CUDA Barracuda Networks Inc.Technology2013280(21)199(7)CUDABarracuda Networks Inc.Technology2014350(6)234(4)CUDABarracuda Networks Inc.Technology2015389(39)277(68)CVLTCommVault Systems Inc.Technology201360535449653CVLTCommVault Systems Inc.Technology201475546358664CVLTCommVault Systems Inc.Technology201571440760826CZFCCitizens First CorporationFinance201341038212CZFCCitizens First
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