DSME2011K_Yum Kwun Tung_Assignment 1

7/24/2019 DSME2011K_Yum Kwun Tung_Assignment 1

1/20

Period LFPR (%)

### 59.6

Apr-11 59.8

Jun-11 60.1

### 60.3)

### 60.1

### 60.2

### 60.6

Apr-12 60.6

Jun-12 60.8

### 60.8

### 60.6

### 60.6

### 60.9

Apr-13 61.2

Jun-13 61.5

DSME 2011 K Assignment

1

Yum Kwun Tung

1155047630

Labour Force Participa

b) Referrng !o !"e ong $ong%abour For&e 'ar!&pa!on Ra!e(e-*ere* '+o!, overa++ ! &an be*een !"a! !"e ong $ong +abourfor&e par!&pa!on ra!e r*e* over

!e fro Feb 11 !o Jun 13.


2/20

Feb-11 May-11 Aug-11 Nov-11 Feb-12 May-12 Aug-12

58.5

59.0

59.5

60.0

60.5

61.0

61.5

62.0

ong Kong Labour Force Participation Rate Tim

Time

oin Rate (%)


3/20

Nov-12 Feb-13 May-13

e-series Plot


4/20

46 Mean 44

54 Median 46

42 Mode 46

46 Pou!ation Standa"d De#iat 7$15541752%

32


5/20

Team Ticket Price

At!anta &a!'ons 72 (o!

u**a!o i!!s 51

(a"o!ina Pant+e" 63 a)Mean

(+i'ago ea"s %% Standa"d E""o"(!e#e!and "owns 55 ')Median

Da!!as (ow,o-s 160 Mode

Den#e" "on'os 77 d)Standa"d De#iati

."een a- Pa'/e" 63 Sam!e a"ian'e

ndianao!is (o! %3 Ku"tosis

ew "!eans Sain 62 S/ewness

ew Yo"/ ets %7 ange

Pitts,u"g+ Stee! 67 Minimum

Seatt!e Sea+aw/s 61 Maimum

Tennessee Titans 61 Sum

(ount

3$%%8

3$143673166

,) Pe"'entage n'"ease in Mean Ti'/et P"i'e 9:75;:72$20);s'o"e o* Da!!a?s (ow,o-?s ti'/et "i'e 9:160;

:75);s'o"e o* Da!!a?s (ow,o-?s ti'/et "i'e is g"eate" t+an 3$T+e"e*o"e@ it s+ou!d ,e 'onside"ed an out!ie"$


6/20

umn1

75

7$2263254265

63

27$03%4341%32

731$07623076

%$270%071554

2$656217%14

10

51

160

1050

14


7/20

Metro Area Jobless Rate (%) Delinquent Loans (%)

At!anta 7$1 7$02)

oston 5$2 5$31

(+a"!otte 7$% %$00

(+i'ago 7$% 6$50Da!!as 5$% 5$00

,)

Den#e" 5$% 4$07

Det"oit $3 %$%6

Bouston 5$7 5$57

a'/son#i!!e 7$3 6$

Cas egas 7$6 %$01

Cos Ange!es %$2 7$56

Miami 7$1 6$%

Minneao!is 6$3 5$50

as+#i!!e 6$6 6$47

ew Yo"/ 6$2 5$7%

"ange (ount- 6$3 6$0%

"!ando 7$0 6$50

P+i!ade!+ia 6$2 4$75

P+oeni 5$5 7$22

Po"t!and 6$5 6$0

a!eig+ 6$0 7$12

Sa'"amento %$3 $24

St$ Couis 7$5 6$%

San Diego 7$1 6$1

San &"an'is'o 6$% 5$57

Seatt!e 5$5 4$67

Tama 7$5 %$42

')


8/20

(o!umn 1 (o!umn 2

(o!umn 1 1

(o!umn 2 0$7%5560426 1

As seen *"om t+e g"a+@ t+e"e is a ositi#e "e!ations+i ,etween de!iuent !ot+e 'o""e!ation 'oe**i'ient ,etween t+em is g"eate" t+an 0 and uite '!ose tot+e e"'enta e o* de!i uent !oans a"e ositi#e! "e!ated$

5 6

0.00

1.00

2.00

3.00

.00

5.00

6.00

.00

8.00

9.00

10.00

Correlation of Jobless Rate and Percentage

Jobless Rate (%)

eli!uent Loans (%)


9/20

ns and o,!ess "ate$ Mo"eo#e"@F1$ T+us@ t+e o,!ess "ate and

8 9 10

f eli!uent Loans


10/20

State Population

A!a,ama 4$5 ) )in "eDuen'

A!as/a 0$7 2$4 17

A"iGona 5$7 2$4 4$ 12

A"/ansas 2$% 4$ 7$4

(a!i*o"nia 35$ 7$4 $ 4(o!o"ado 4$6 $ 12$4 3

(onne'ti'ut 3$5 12$4 14$ 1

De!awa"e 0$% 14$ 17$4 1

&!o"ida 17$4 17$4 1$ 1

.eo"gia %$% 1$ 22$4 0

Bawaii 1$3 22$4 24$ 1

da+o 1$4 24$ 27$4 0

!!inois 12$7 27$4 2$ 0

ndiana 6$2 2$ 32$4 0

owa 3$0 32$4 34$ 0

Kansas 2$7 34$ 37$4 1

Kentu'/- 4$1 37$4 Mo"e 0

Couisiana 4$5

Maine 1$3

Ma"-!and 5$6 ,) S/ewness 2$652024

Massa'+usetts 6$4

Mi'+igan 10$1

De!awa"e 5$1 ')

Mississii 2$

Missou"i 5$%

Montana 0$

e,"as/a 1$7

e#ada 2$3

ew Bams+i"e 1$3

ew e"se- %$7

ew Mei'o 1$ew Yo"/ 1$2

o"t+ (a"o!in %$5

o"t+ Da/ota 0$6

+io 11$5

/!a+oma 3$5

"egon 3$6

Penns-!#ania 12$4

+ode s!and 1$1

Sout+ (a"o!in 4$2Sout+ Da/ota 0$%

Manua! ."ouing(!ass Hidt+

e s ewness n e

A''o"ding to t+e g"states@ 2 states +t+"oug+ t+e ot+e" 1is #e"- ositi#e!-median$


11/20

Teas 22$5

Ita+ 2$4

e"mont 0$6

i"ginia 7$5

Has+ington 6$2

Hest i"ginia 1$%His'onsin 5$5

H-oming 0$5


12/20

s " u on s g"ea e" an $ s seen "om e g"a @ e s " u on s "

+@ 3% states 9768) +a#e a ou!ation !ess t+an 7$4 mi!!ion and out o* t+e t+s a ou!ation !ess t+an 4$ mi!!ion$ T+e "emaing ou!ation is ,eing s'atte"states wit+ ou!ation o* ea'+ state +ig+e" t+an $ mi!!ion$ T+us@ t+e dist

/ewed$ T+e mean@ ,eing g"eat!- a**e'ted ,- et"eme data@ wou!d ,e g"eate" t+a

0

2

6

8

10

12

116

18

"#$# Population b $tate (in millions

Population

Fre!uenc


13/20


14/20

g ;

3%edi,utiont+e


15/20


16/20

Pe"/s Pe"'ent ge 98)

Mo"e mone- 43)

ette" +ea!t+ 'a"e 1

ette" "eti"ement 13

Ho"/


17/20

g"a+i'a! met+od to o"t"a- t+ese data$ T+e data set was 'omosed o* e"'entagns o* di**e"ent 'atego"ies '!ea"!- and easi!-$ T+e ie '+a"t s+ows a i'tu"e o+at is in t+e enti"e ie$ Pe"'entage 'oma"ison 'an ,e easi!- made ,- !oo/ing

,a" '+a"t does not #isua!iGe t+e o"tion o* ea'+ 'atego"- as a ie '+a"t does$a!ues$ t is di**i'u!- to see t+e siGe o* t+e o"tions o* ea'+ 'atego"-$ T+us@

oney

+ " &are

e)en!

+ a+an&e

!"er

0 5 10 15 20 25 30 35 -0 -5 50

'ant ost in CompensationPacages

Percentage (%)

Mor

/e!!er "ea+!" &are4 1

/e!!er re!re)en!4 13

orfa)+y ba+an&e4 .

!"er4 18

C&anges t&at 'orers 'an


18/20

es so it is imo"tant *o" us to* t+e enti"e ie and s+ows t+eat t+e siGes o* t+e ie s!i'es in

T+e !engt+ o* t+e ,a"s ustusing a ie '+a"t is ,ette" in

e )oney4 -3

+ 9

ost in CompensationPacages

More )oney

/e!!er "ea+!" &are

/e!!er re!re)en!

orfa)+y ba+an&e

!"er


19/20

SAT Scores

1665 ) )in "eDuen'-

1275 1

1650 11 3

150 11 13 6

1475 13 15 10140 15 17 7

1525 17 1 2

2135 1 21 1

1560 21 Mo"e 0

1%%0

16%0

1560

1355

12%01150 ,) t is a ,e!!;s+aed dist"i,ution as seen *"

1420

1440 ') (o!umn 1

40

1645 Mean 1510

1060 Standa"d E""o" 4%$64%4

14%5 Median 1507$5

1755 Mode 1560

1260 Standa"d De#iatio266$45%3130 Sam!e a"ian'e 71000

17%0 Ku"tosis 0$2373%%

15%5 S/ewness 0$10752

10 ange 115

1375 Minimum 40

1730 Maimum 2135

1175 Sum 45300

(ount 30

Manua!."ouing

T+e SAT s'o"es s+owed an a!most s-mmet"i'a!t+e dist"i,ution is #e"- s!ig+t!- "ig+t;s/e'!ose to ea'+ ot+e"$ T+e ,e!!;s+aed g"a+

Fre!u


20/20

om t+e g"a+ w+i'+ is seemed to ,e "at+e" s-mmet"i'a!$

data dist"i,ution$ T+e s/ewness is on!- 0$10752 indi'atingwed$ As a "esu!t@ t+e #a!ue o* t+e mean and median a"e #e"-a!so s+owed an a!most s-mmet"i'a! data dist"i,ution$

999 1199 1399 1599 199 1999 2199 More

0

2

6

8

10

12

$*T $cores

$cores

nc

Documents

DSME2011K_Yum Kwun Tung_Assignment 1