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ReadMeData DescriptionIDCustomer IDAgeCustomers age in yearsExpe.docx

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ReadMeData Description:IDCustomer IDAgeCustomer's age in
yearsExperienceYears of professional experienceIncomeAnnual
incom...
3541.83000010364824819264730.710000003759351219472012.
91000001385125719581411.43198000003942181419411435301
1110403813809...
3120000001126238459414341.320000101134015829177531130
9000001145834929270322.81103000001153914399235430.530
00010116654081...
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ReadMeData DescriptionIDCustomer IDAgeCustomers age in yearsExpe.docx

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ReadMeData Description:IDCustomer IDAgeCustomer's age in yearsExperienceYears of professional experienceIncomeAnnual income of the customer ($000)ZIPCodeHome Address ZIP code.FamilyFamily size of the customerCCAvgAvg. spending on credit cards per month ($000)EducationEducation Level. 1: Undergrad; 2: Graduate; 3: Advanced/ProfessionalMortgageValue of house mortgage if any. ($000)Personal LoanDid this customer accept the personal loan offered in the last campaign?Securities AccountDoes the customer have a securities account with the bank?CD AccountDoes the customer have a certificate of deposit (CD) account with the bank?OnlineDoes the customer use internet banking facilities?CreditCardDoes the customer use a credit card issued by the bank?Note: Data is hypothetical
Bank_Personal_Loan_ModellingIDAge (in years)Experience (in years)Income (in K/month)ZIP CodeFamily membersCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCard1251499110741.6100100024519349008931.5100100033915119472011100000043591009411212.720000005358459133041200000163713299212140.421550001075327729171121.5200001085024229394310.3300000193510819008930.6210400010103491809302318.930100001165391059471042.4300000012295459027730.120000101348231149310623.83001000145932409492042.5200001015674111291741121001000166030229505411.530000111738141309501044.7313410000184218819430542.410000001946211939160428.13010000205528219472010.5200100121563125940150.9211100010225727639009532300001023295629027711.2126000010244418439132020.71163010002536111529552123.9115900001264319299430530.519700010274016839506440.230000002846201589006412.41000011295630489453912.230000113038131199410413.32010111315935359310611.23122000103240162994117122000010335328419480120.631930000034306189133030.9300000035315509403541.83000010364824819264730.710000003759351219472012.91000001385125719581411.431980000039421814194114353011110403813809411540.7328500010415732849267231.6300100042349609412232.31000000433271329001941.1241210010443915459561610.710000104546201049406515.71000011465731529472042.51000001473914439501430.72153000104837121949138040.2321111111495626819574724.53000001504016499237311.810000015132889209340.720010105261371319472012.9100001053306729400510.11207000005450261909024532.132401001055295449581910.2300001056411713994022281000010575530299400530.120011105856311319561621.230100005928293940650.21000000603151889132024.5145500000614924399040431.720010106247211259340715.7111201000634218229008911100000064421732945234020000106547231059002423.310000006659351319136013.810000116762361059567022.8133600000685323459512342313201000694721609340732.11000011705329209004540.210000107142181159133513.510000017253296993907412000010734420130920071510000017441168594606143000011752831359461123.31000001763171359490143.82010111775832129132030.33000000784620299222030.520000007954301339330522.63010000805026199472020.4111800010816036419513441.3117400011824722409461232.72000010834116829250714300001084339509430512.42000000854.

ReadMeData Description:IDCustomer IDAgeCustomer's age in yearsExperienceYears of professional experienceIncomeAnnual income of the customer ($000)ZIPCodeHome Address ZIP code.FamilyFamily size of the customerCCAvgAvg. spending on credit cards per month ($000)EducationEducation Level. 1: Undergrad; 2: Graduate; 3: Advanced/ProfessionalMortgageValue of house mortgage if any. ($000)Personal LoanDid this customer accept the personal loan offered in the last campaign?Securities AccountDoes the customer have a securities account with the bank?CD AccountDoes the customer have a certificate of deposit (CD) account with the bank?OnlineDoes the customer use internet banking facilities?CreditCardDoes the customer use a credit card issued by the bank?Note: Data is hypothetical
Bank_Personal_Loan_ModellingIDAge (in years)Experience (in years)Income (in K/month)ZIP CodeFamily membersCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCard1251499110741.6100100024519349008931.5100100033915119472011100000043591009411212.720000005358459133041200000163713299212140.421550001075327729171121.5200001085024229394310.3300000193510819008930.6210400010103491809302318.930100001165391059471042.4300000012295459027730.120000101348231149310623.83001000145932409492042.5200001015674111291741121001000166030229505411.530000111738141309501044.7313410000184218819430542.410000001946211939160428.13010000205528219472010.5200100121563125940150.9211100010225727639009532300001023295629027711.2126000010244418439132020.71163010002536111529552123.9115900001264319299430530.519700010274016839506440.230000002846201589006412.41000011295630489453912.230000113038131199410413.32010111315935359310611.23122000103240162994117122000010335328419480120.631930000034306189133030.9300000035315509403541.83000010364824819264730.710000003759351219472012.91000001385125719581411.431980000039421814194114353011110403813809411540.7328500010415732849267231.6300100042349609412232.31000000433271329001941.1241210010443915459561610.710000104546201049406515.71000011465731529472042.51000001473914439501430.72153000104837121949138040.2321111111495626819574724.53000001504016499237311.810000015132889209340.720010105261371319472012.9100001053306729400510.11207000005450261909024532.132401001055295449581910.2300001056411713994022281000010575530299400530.120011105856311319561621.230100005928293940650.21000000603151889132024.5145500000614924399040431.720010106247211259340715.7111201000634218229008911100000064421732945234020000106547231059002423.310000006659351319136013.810000116762361059567022.8133600000685323459512342313201000694721609340732.11000011705329209004540.210000107142181159133513.510000017253296993907412000010734420130920071510000017441168594606143000011752831359461123.31000001763171359490143.82010111775832129132030.33000000784620299222030.520000007954301339330522.63010000805026199472020.4111800010816036419513441.3117400011824722409461232.72000010834116829250714300001084339509430512.42000000854.

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ReadMeData DescriptionIDCustomer IDAgeCustomers age in yearsExpe.docx

  1. 1. ReadMeData Description:IDCustomer IDAgeCustomer's age in yearsExperienceYears of professional experienceIncomeAnnual income of the customer ($000)ZIPCodeHome Address ZIP code.FamilyFamily size of the customerCCAvgAvg. spending on credit cards per month ($000)EducationEducation Level. 1: Undergrad; 2: Graduate; 3: Advanced/ProfessionalMortgageValue of house mortgage if any. ($000)Personal LoanDid this customer accept the personal loan offered in the last campaign?Securities AccountDoes the customer have a securities account with the bank?CD AccountDoes the customer have a certificate of deposit (CD) account with the bank?OnlineDoes the customer use internet banking facilities?CreditCardDoes the customer use a credit card issued by the bank?Note: Data is hypothetical Bank_Personal_Loan_ModellingIDAge (in years)Experience (in years)Income (in K/month)ZIP CodeFamily membersCCAvgEducationMortgagePersonal LoanSecurities AccountCD AccountOnlineCreditCard1251499110741.610010002451934900 8931.5100100033915119472011100000043591009411212.7200 00005358459133041200000163713299212140.42155000107532 7729171121.5200001085024229394310.3300000193510819008 930.6210400010103491809302318.93010000116539105947104 2.4300000012295459027730.120000101348231149310623.8300 1000145932409492042.520000101567411129174112100100016 6030229505411.530000111738141309501044.73134100001842 18819430542.410000001946211939160428.1301000020552821 9472010.5200100121563125940150.9211100010225727639009 532300001023295629027711.2126000010244418439132020.71 163010002536111529552123.9115900001264319299430530.51 9700010274016839506440.230000002846201589006412.41000 011295630489453912.230000113038131199410413.320101113 15935359310611.23122000103240162994117122000010335328 419480120.631930000034306189133030.930000003531550940
  2. 2. 3541.83000010364824819264730.710000003759351219472012. 91000001385125719581411.43198000003942181419411435301 1110403813809411540.7328500010415732849267231.6300100 042349609412232.31000000433271329001941.1241210010443 915459561610.710000104546201049406515.710000114657315 29472042.51000001473914439501430.72153000104837121949 138040.2321111111495626819574724.53000001504016499237 311.810000015132889209340.720010105261371319472012.910 0001053306729400510.11207000005450261909024532.132401 001055295449581910.2300001056411713994022281000010575 530299400530.120011105856311319561621.230100005928293 940650.21000000603151889132024.5145500000614924399040 431.720010106247211259340715.711120100063421822900891 1100000064421732945234020000106547231059002423.310000 006659351319136013.810000116762361059567022.813360000 0685323459512342313201000694721609340732.110000117053 29209004540.210000107142181159133513.5100000172532969 93907412000010734420130920071510000017441168594606143 000011752831359461123.31000001763171359490143.8201011 1775832129132030.33000000784620299222030.520000007954 301339330522.63010000805026199472020.4111800010816036 419513441.3117400011824722409461232.72000010834116829 250714300001084339509430512.42000000854622189173010.9 3000010862721099400541.83000000874016429450142.221260 0000884822789430531.11000010896541519411721.110000109 025- 11139430342.330000019155301189027745.6201001092351029 9410541.13000010934319349430530.620000009460346494550 21.732360101095653912192612121000000963812489561740.2 3000010974115809501415.210000009854281619212112.91000 01099492394923740.310000101006641159171130.1300001010 14823749408011.210000101026136309460831.3200000010353 234493555313198000111044318229567020.3200001010556323 89331141.3116600011106240359470430.120010101074317699 271742.910000111084218439203710.711360000010933732951 3610.63166000101104317499454212.810000101114114991330
  3. 3. 3120000001126238459414341.320000101134015829177531130 9000001145834929270322.81103000001153914399235430.530 000101166540819202431.820000101175429359283111.520000 101185833619283322.3319300010119411673926473310000101 203271129430414.61366000001215429129005720.2300001012 25226389171130.930000101235832739452320.7200001112437 13849213013.620010001253915789212142.4111800010126603 5809130130.510000101273151159209621.31101000111283488 29264612.72251000101293814749218220100101013041167092 13130.53000001131284819480131.51276000101325834149937 2047.22010111133311519084021.753000000134304399024531. 120000101355329989503531.820000001365833459301042.110 000111375932499503542.5200001013849251289505420.41000 0001395934429492831.510011011405935189330511.23000010 1415125319024520.431610001114235115895831321149000111 43339489177012.13000001144251549411741.61000011145492 3709209321.5200000014659351249000717.4100000114746198 49410212.6720000111485025839454243.631880001014952281 639142320.41116000101504822429395532.2200000015146221 189410727.510001111522601329283436.530100011535732249 311711.3100001115460362294551211001111155542958926124 1.33000000156240609459641.61000010157260159213140.4100 00011584117839402542.671000011159326799472021.5300001 11606135419454541.720010101612901349581946.5301000016 2613580950532.810000101633812529003612100000016428470 9112542.610000101655327929512021.11001000166271439470 611.510000101672512195827312000000168339239430530.930 00011169502613913204110000101702711129050342.13000001 171271138902502210000101725228119581730.4100100017338 131719271727.810000101745834429009541.510000111754217 1689550327.920100101764520859171141.12001010177522544 9311131213500010178293659413241.822440000017953292495 81840.210000111806237119194210.1100001018151273890401 213164000101823612109352440.7281000001832401359513311 .510000101842931489217334.110100101855226639271721.520 010101863914115913201130000101874823459561610.3100001
  4. 4. 118846211599430531.933151001018964401699132022.111220 001019055291129404321.410000101916036939252114.310000 101925125299040410.33140000001935023859212212.6720000 101944824219311840.6100001119553291449269726.81000010 19634101394577411950101019748241659340715100000119855 3199134540.718900010199273599412340190010102003611158 9215215.13010111201326299135511.930000112023592094609 21.4300001120330368943064220000102045834659574742.210 000102055631619615021.92105000002063812919561641.4210 000001207492531913551110010102083410719411540.1200000 02094016739411042.67100001121064391729470743.11282101 11211512620921312010000002124418559472010.21000000213 4622699160421.712090000021457331559132617.41000010215 5428949029111.920000002163814929581820124900011217273 1259552120.610000002183914749430533100000021944207292 80730.330000102205630619470712.2300001122132625921302 0.310000012224519839505121.720000102232621049430632.51 000000224552541950143130000102255227589430541.8391000 002263913939472011.5300000122724- 1399408521.7200000022847231489455127.5100011122947225 39267741.9398011012304824719311721.711450000123147229 29472012.820000102323510619430442.1300001023346193894 12232.52135000002346237589132041.71000010235261809561 610.821500000023638871947201.830000102374318899340730. 530000112386238839252111.830000102395732289583130.210 00011240283529411241.720000002415126709008911.2116900 0002424822719171111.430000012434116759400513.73280000 0024465391709009537.9399101102454117789402540.8178000 10246351125926142120000002473814609402520.63000011248 53291209262642.72111111102495529999212121.41264000112 50261559008932.63113000012513062994305312117000002525 4281709218226.22325100102536540539171132.210000012544 7211389458310100000025565411349194233.931211001025666 40429210320.7313800001257260999269742.330000012586641 189269130.51000001259359249574740.3100001026056305594 10711.41770001026151275892407101000001262421611193106
  5. 5. 21.23251100102634923339024510.33000111264271749212141. 82112000112654519389084020.710000002664923239430540.6 398010002676338619472021.510000102684722819050412.911 380000026964391299400212.510000102704313339503910.753 0000002716036639406342.210000102724014709492341.42000 010273293459502340.21158000112744116659009530.5300001 0275305749561642.210010012764924509470641.83001000277 305229005840.5310900010278292309212641300000027950262 19112541100001028039141559457723.91000010281338649212 142.13164000102825731659411842.6300000128334971917114 0.730000102846136409002930.520010102854419699280630.53 0000102864013699430532.3320000002875125459480630.6213 1000102883712629211030.7200000128944191729430624.3339 11111029042152492121120000112915125809237314.91000000 292431689008930.6728800010293305389454240.81129000112 944519939009542.6300000029535955945361210000102966034 649430421.7300000129734912290623101000010298552570937 2031.430000102994319819206923.21000000300411515990057 15.53010110301349709284341.3100100030265391509212026.9 11960000030345211529455027.51000010304492519595605431 617100003054823229074010.110000003066035229120711.311 23000103075529799237330.810000113084218339040111.4300 00103093281289472024.3310001113106238919592913.810010 103115732399027740.9100001131252261219455017.31167000 10313366219174110.673001010314349419372032.3100000131 56337459343720.7300001031624- 2519063030.3300001031757311659505411.6201001031840161 199133524.220100103192721109567041.831900001032065392 09003430.720000013216034649026610.8224800000322442010 19271734.42821000032363391019200713.91011110324593499 9003414.4101000032556301589008946.1101000032654288995 03911.920000113275227809561611.3300011132858321149133 0221402000103296035499411030.520000113302841919006416 .3310000103315430789237441200001033232628941153110000 003335933429563010.8200001033463381409240712.51000000 3354823459505311.3200001033656321229582720.3136000111
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