DSME2011K_Yum Kwun Tung_Assignment 1
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7/24/2019 DSME2011K_Yum Kwun Tung_Assignment 1
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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.
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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 (%)
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Nov-12 Feb-13 May-13
e-series Plot
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46 Mean 44
54 Median 46
42 Mode 46
46 Pou!ation Standa"d De#iat 7$15541752%
32
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Team Ticket Price
At!anta &a!'ons 72 (o!
u**a!o i!!s 51
(a"o!ina Pant+e" 63 a)Mean
(+i'ago ea"s %% Standa"d E""o"(!e#e!and "owns 55 ')Median
Da!!as (ow,o-s 160 Mode
Den#e" "on'os 77 d)Standa"d De#iati
."een a- Pa'/e" 63 Sam!e a"ian'e
ndianao!is (o! %3 Ku"tosis
ew "!eans Sain 62 S/ewness
ew Yo"/ ets %7 ange
Pitts,u"g+ Stee! 67 Minimum
Seatt!e Sea+aw/s 61 Maimum
Tennessee Titans 61 Sum
(ount
3$%%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"$
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umn1
75
7$2263254265
63
27$03%4341%32
731$07623076
%$270%071554
2$656217%14
10
51
160
1050
14
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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
')
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(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 (%)
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ns and o,!ess "ate$ Mo"eo#e"@F1$ T+us@ t+e o,!ess "ate and
8 9 10
f eli!uent Loans
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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$
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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
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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 $tate (in millions
Population
Fre!uenc
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g ;
3%edi,utiont+e
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Pe"/s Pe"'ent ge 98)
Mo"e mone- 43)
ette" +ea!t+ 'a"e 1
ette" "eti"ement 13
Ho"/
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g"a+i'a! met+od to o"t"a- t+ese data$ 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
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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
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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
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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