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116
5|SZ6 5
DFlCTLG]\ 5'YÞZ6 VG[ VY"38G
5P_ 5|:TFJGF
5|:T]T 5|SZ6G[ ;\XMWG VC[JF,GF CFN" TZLS[ VM/BJFDF\ VFJ[ K[P ;\XMWGDF\
5|F%T YI[, DFlCTLG]\ H[8,]\ DCÀJ K[ T[8,]\ H DCÀJ T[ DFlCTLGF 5'YÞZ6 VG[
VY"38GG]\ K[P DFlCTLGF 5'YÞZ6 V\U[ Sl,"\UZ4 V[OP V[GP s!)(#f! H6FJ[ K[ S[4
Analysis means the categorizing of orderning manipulating and summarizing
of data to obtain answers to research's questions.
DFlCTLGF 5'YÞZ6 AFN SM. RMÞ; V\SXF:+LI D}<I 5|F%T YFI K[P VF D}<IM
5ZYL VY"38G SZJFDF\ VFJ[ K[P VY"38GGL 5|lS|IF 5'YÞZ6GF 5lZ6FDDF\ T5F;FI K[P
H[GF J0[ VeIF;GL ptS<5GFVMGL RSF;6L SZJFDF\ VFJ[ K[P 36LJFZ VeIF;GF 5|`GMGF
p¿ZM D[/JFI K[P
5|IMUGF VD,LSZ6 AFN 5|F%T YI[,L DFlCTLG]\ V\SXF:+LI 5|I]lÉTVMGL DNNYL
5'YÞZ6 SZL T[GF VY"38GMGL lJUTMGL ZH}VFT 5|:T]T 5|SZ6DF\ SZJFDF\ VFJL K[P
5P! 5LP 8LP ;LP GF TF,LDFYL"VMGF 5|lTRFZMG]\ U]6F\SG
5|lTAâTF DF5G 5lZl:YlT S;M8L 5Z S], )* TF,LDFYL"VM äFZF 5|F%T YI[,F\
5|lTRFZMG]\ U]6F\SG sScoringf SZJFDF\ VFjI]\ CT]\P 5|:T]T VeIF;DF\ 5|lTAâTF lJSF;
;\NE[" TF,LDFYL"VMGF 5|lTRFZM D[/JJFDF\ VFjIF\ CTF\P TF,LDFYL"VMGF 5|lTRFZMG[ 5}J"
lGWF"lZT lGIDM 5|DF6[ ;\bIFVMG]\ 5|NFG SZJFDF\ VFjI]\ CT]\P
5|lTAâTF DF5G 5lZl:YlT S;M8LGL NZ[S S,DGL GLR[ RFZ lJS<5M VF5JFDF\
VFjIF\ CTF\P NZ[S S,DDF\ RFZ lJS<5M 5{SL SM. V[S lJS<5 ;F{YL z[Q9 CTMP 5LP 8LP ;LP GF
! F. N. Kerlinger, Foundations of Behavioural Research. (2nd Edition). Surjeet
Publication, 1983, p. 134.
117
TF,LDFYL"VMDF\YL ;F{YL z[Q9 lJS<5 5Z 5|lTRFZ VF5GFZ TF,LDFYL"G[ ! U]6 VF5JFDF\
VFjIM CTMP ;F{YL z[Q9 lJS<5 l;JFIGF VgI lJS<5 5Z 5|lTRFZ VF5GFZ TF,LDFYL"G[ _
U]6 VF5JFDF\ VFjIM CTMP
5|lTAâTF DF5G 5lZl:YlT S;M8LDF\ S], Z_ S,DM CMJFYL VF S;M8L 5Z sS,DGL
;\bIFf 2 sDC¿D U]6f V[8,[ S[ Z_ 2 ! = Z_ DC¿D 5|F%TF\S D/[ T[JL ;\EFJGF CTLP
VYF"TŸ 5|lTAâTF DF5G 5lZl:YlT S;M8LGF :J~5 5Z 5|F%TF\SMGM lJ:TFZ _ YL Z_
;\ElJT CTMP
5PZ 5|F%TF\SMG]\ lJ`,[QF6
5|lTAâTF DF5G 5lZl:YlT S;M8L DF8[ S,DMG]\ lJ`,[QF6 SZJ]\ H~ZL CT]\P VF DF8[
;\XMWS äFZF S], )* TF,LDFYL"VMGF Z_ S,DM 5ZGF 5|F%TF\SMGF :J~5DF\ ZC[,L DFlCTLG]\
lJ`,[QF6 SZJFDF\ VFjI]\ CT]\P VF lJ`,[QF6 SZJF DF8[ )* sTF,LDFYL"VMf 2 Z_ sS,DMf
= !4)$_ DFlCTL lA\N]VM sData Pointsf JF/M jIlÉT V[É; S,D z[l6S sPerson x Item
Matrixf T{IFZ SZJFDF\ VFjIM CTMP tIFZ AFN VJIJ lJ`,[QF6 äFZF ;FDFgI VJIJM
TFZJJF VJIJ lGQSQF"6 SZJFDF\ VFjI]\ CT]\P
SPSS GFDGF Sd%I}8Z 5|MU|FDGL DNNYL jIlÉT V[É; S,D z[l6SDF\ ZC[,L 5|F%TF\SMGL
DFlCTLG]\ lJ`,[QF6 SZJFDF\ VFjI]\ CT]\P 5|lTAâTF DF5G 5lZl:YlT S;M8L 5ZGF 5|F%TF\SMGL
DFlCTL äFZF 5|F%T YI[,F\ 5lZ6FDM VG[ T[GF VY"38GM VF 5|SZ6GF AFSLGF H]NF\ H]NF\
lJEFUMDF\ ÊDXo ZH} SZJFDF\ VFjIF\ K[P
5P# R,MG]\ ;F\S[TLSZ6
5|:T]T VeIF;DF\ 5|F%T YI[,L DFlCTLG[ VFWFZ[ 5LP 8LP ;LP GF TF,LDFYL"VM ;\NE["
lJlJW R,MGF VFWFZ[ VF D]HAGF ;\S[TMDF\ NXF"JJFDF\ VFjiFF\ CTF\P H[ ;FZ6L 5P!DF\
NXF"J[, K[P
118
5|lTAâTF lJSF; SFI"S|D
HFTLITF
lJnFXFBF
X{1Fl6S l;lâ
;FZ6L 5P!
TF,LDFYL"VM ;\NE[" lJlJW R,MG]\ T[GL S1FF VG];FZ ;F\S[TLSZ6
R, R,GL S1FF ;F\S[TLSZ6
0
1
0
1
0
1
2
0
1
2
VG]EJ D[/JGFZ
VG]EJ G D[/JGFZ
S]DFZ
SgIF
lJ7FG
JFl6ßI
lJGIG
prR
DwID
lGdG
;FZ6L 5P! 5ZYL Ô6JF D/[ K[ S[ 5LP 8LP ;LP GF TF,LDFYL"VMG[ 5|lTAâTF
lJSF; SFI"S|DGF VG]EJ ;\NE[" lJEFlHT SZTF VG]EJ D[/JGFZ TF,LDFYL"VM VG[
VG]EJ D[/JGFZ TF,LDFYL"VMG[ VG]ÊD[ _ VG[ ! ;\S[TM VF5JFDF\ VFjIF\ CTF\P
TF,LDFYL"VMG[ ÔTLITF ;\NE[" lJEFlHT SZTF S]DFZ TF,LDFYL"VM VG[ SgIF TF,LDFYL"VMG[
VG]ÊD[ _ VG[ ! ;\S[TM VF5JFDF\ VFjIF\ CTF\P ßIFZ[ lJnFXFBF D]HA lJ7FG4 JFl6ßI
VG[ lJGIGG[ VG]ÊD[ _4 ! VG[ Z ;\S[T VF5JFDF\ VFjIF\ CTF\P X{1Fl6S l;lâ ;\NE["
TF,LDFYL"VMG[ lJEFlHT SZTF prR X{1Fl6S l;lâ WZFJTF TF,LDFYL"VM4 DwID X{1Fl6S
l;lâ WZFJTF TF,LDFYL"VM VG[ lGdG X{1Fl6S l;lâ WZFJTF TF,LDFYL"VMG[ VG]ÊD[ _4
! VG[ Z ;\S[T VF5JFDF\ VFjIF\ CTF\P
5P$ ptS<5GFGL RSF;6L
5|:T]T VeIF;DF\ 5|lTAâTF lJSF; SFI"S|DGM VG]EJ D[/JGFZ VG[ VG]EJ G
D[/JGFZ TF,LDFYL"VMGF 5|lTAâTF DF5G 5lZl:YlT S;M8LGL S,DM 5{SL lEgG 5|SFZGL
5|lTAâTFGL S,DM 5ZGF 5|F%TF\SMG[ ;FZ6LAâ ZLT[ H]NF\ H]NF\ lJEFUMDF\ ÊDXo ZH}
SZJFDF\ VFjIF\ K[P T[G[ VFWFZ[ ptS<5GFGL RSF;6L SZJFDF\ VFJL K[P
119
5P$P! lJnFYL" 5|tI[GL 5|lTAâTFGL S,DM 5ZGF 5|F%tFF\SMGL :5Q8TFP
5|:T]T VeIF;DF\ 5|lTAâTF lJSF; SFI"S|DGM VG]EJ D[/JGFZ VG[ VG]EJ G D[/JGFZ
TF,LDFYL"VMV[ 5|lTAâTF DF5G 5lZl:YlT S;M8LGL S,DM 5{SL lJnFYL" 5|tI[GL 5|lTAâTFGL
S,DM 5Z 5|F%T SZ[,F\ 5|F%TF\SMG[ ;FZ6L 5PZ DF\ ZH} SZJFDF\ VFjIF\ K[P
ÊD 5|FIMlUS H}YGF U]6
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
;FZ6L 5PZ
lJnFYL" 5|tI[GL 5|lTAâTFGL S,DM 5ZGF 5|F%tFF\SMGL :5Q8TF ;FZ6L
lGI\l+T H}YGF U]6
s;FZ6L 5PZ RF,]f
2
2
4
2
4
3
4
2
4
4
4
4
4
2
2
4
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4
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3
4
2
1
1
3
3
2
2
1
2
2
2
1
3
3
3
2
1
2
3
3
2
2
120
ÊD 5|FIMlUS H}YGF U]6
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
s;FZ6L 5PZ RF,]f
lGI\l+T H}YGF U]6
s;FZ6L 5PZ RF,]f
3
4
3
4
4
4
3
4
4
4
4
4
3
3
4
4
0
3
4
3
4
4
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3
1
1
2
2
1
1
2
2
4
3
3
2
0
2
3
3
0
1
1
1
2
2
1
2
2
1
1
1
1
2
121
ÊD 5|FIMlUS H}YGF U]6
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
s;FZ6L 5PZ RF,]f
lGI\l+T H}YGF U]6
s;FZ6L 5PZ RF,]f
4
1
4
4
4
4
4
2
2
4
4
2
4
4
4
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3
4
4
4
4
4
4
4
4
4
4
1
1
1
1
1
1
2
2
3
1
1
1
2
2
2
2
1
3
2
2
0
0
1
1
1
2
3
122
5|:T]T VeIF;DF\ 5|lTAâTF lJSF; SFI"S|DGM VG]EJ D[/JGFZ VG[ VG]EJ G
D[/JGFZ TF,LDFYL"VMGF 5|lTAâTF DF5G 5lZl:YlT S;M8LGL S,DM 5{SL lJnFYL" 5|tI[GL
5|lTAâTFGL S,DM 5ZGF 5|F%TF\SM H[ ;FZ6L 5PZ DF\ NXF"JJFDF\ VFjIF\ K[ T[G[ VFWFZ[
VF,[B 5P! GL ZH}VFT SZJFDF\ VFJL K[ VG[ 5|YD ptS<5GFGL RSF;6L SZJFDF\ VFJL
CTLP
ÊD 5|FIMlUS H}YGF U]6
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
s;FZ6L 5PZ RF,]f
lGI\l+T H}YGF U]6
4
4
4
1
1
4
4
3
4
4
4
4
4
4
4
3
2
2
4
2
4
3
2
2
1
1
1
2
2
1
1
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1
1
1
1
3
3
2
2
1
2
123
VF,[B 5P!
TF,LDFYL"VMGF lJnFYL" 5|tI[GL 5|lTAâTFGL S,DM 5ZGF 5|F%TF\SMGL T],GF
124
ptS<5GF o ! 5LP 8LP ;LP GF 5|YD JQF"gFF TF,LDFYL"VMDF\ 5|lTAâTF lJSF;
SFI"S|DGM VG]EJ D[/JGFZ VG[ VG]EJ G D[/JGFZ TF,LDFYL"VMDF\
lJnFYL" 5|tI[GL 5|lTAâTFGF ;Z[ZFXF\SM JrR[ ;FY"S TOFJT GCL\
CMIP
VF ptS<5GFGL RSF;6L SZJF DF8[ tvU]6M¿ZG]\ D}<I XMWJFDF\ VFjI]\ CT]\P VF
ptS<5GFGL RSF;6LGF 5lZ6FDMGM ;FZF\X ;FZ6L 5P# DF\ ZH} SZJFDF\ VFjIM K[P
;FZ6L 5P# 5ZYL HM. XSFI K[ S[4 5|lTAâTF lJSF; SFI"S|DGM VG]EJ D[/JGFZ
TF,LDFYL"VMGL ;\bIF 97 CTLP 5|lTAâTF DF5G 5lZl:YlT S;M8L 5{SL lJnFYL" 5|tI[GL
5|lTAâTFGL S,DM 5ZGF T[DGF 5|F%TF\SMGL ;ZF;ZL VG[ 5|DF6lJR,GG]\ D}<I VG]S|D[
3.40 VG[ 0.98 HMJF D?I]\ CT]\P ßIFZ[ 5|lTAâTF lJSF; SFI"S|DGM VG]EJ G D[/JGFZ
TF,LDFYL"VMGL ;\bIF 97 CTLP 5|lTAâTF DF5G 5lZl:YlT S;M8L 5{SL lJnFYL" 5|tI[GL
5|lTAâTFGL S,DM 5ZGF T[DGF 5|F%TF\SMGL ;ZF;ZL VG[ 5|DF6lJR,GG]\ D}<I VG]S|D[
1.71 VG[ 0.84 HMJF D?I]\ CT]\P
TF,LDFYL"VMDF\ lJnFYL" 5|tI[GL 5|lTAâTFGF lJSF; ;\NE[" tvU]6M¿ZG]\ D}<I
13.202 HMJF D?I]\ CT]\P H[ ZP5( SZTF\ JWFZ[ CMJFYL T[ _P_! S1FFV[ ;FY"S CT\]4 5lZ6FD[
5|YD X}gI ptS<5GFGM V:JLSFZ YTM CTMP VFYL4 SCL XSFI S[ 5|lTAâTF lJSF; SFI"S|DGM
VG]EJ G D[/JGFZ TF,LDFYL"VM SZTF\ VG]EJ D[/JGFZ TF,LDFYL"VMDF\ lJnFYL" 5|tI[GL
5|lTAâTFGM lJSF; ;FY"S ZLT[ êRM HMJF D?IM CTMP
5|lTAâTF lJSF;SFI"ÊDGM VD,
;\bIF ;ZF;ZL8L
U]6M¿ZVY"38G
97
97
3.40
1.71
0.98
0.84
13.202
5|DF6lJR,G
_P_! S1FFV[;FY"S K[P
;FZ6L 5P#
5|FIMlUS H}Y VG[ lGI\l+T H}YGF TF,LDFYL"VMGF 5|lTAâTF DF5G
5lZl:YlT S;M8L 5{SL lJnFYL" 5|tI[GL 5|lTAâTFGL S,DM
5ZGF ;Z[ZFXF\SMGF TOFJTGL ;FY"STF
5|FIMlUS H}YsVG]EJ D[/JGFZflGI\l+T H}YsVG]EJ G D[/JGFZf
··
· _P_5 S1FFV[ ;FY"S K[P ·· _P_! S1FFV[ ;FY"S K[P
125
5P$PZ ;DFH 5|tI[GL 5|lTAâTFGL S,DM 5ZGF 5|F%tFF\SMGL :5Q8TFP
5|:T]T VeIF;DF\ 5|lTAâTF lJSF; SFI"S|DGM VG]EJ D[/JGFZ VG[ VG]EJ G D[/JGFZ
TF,LDFYL"VMV[ 5|lTAâTF DF5G 5lZl:YlT S;M8LGL S,DM 5{SL ;DFH 5|tI[GL 5|lTAâTFGL
S,DM 5Z 5|F%T SZ[,F\ 5|F%TF\SMG[ ;FZ6L 5P$ DF\ ZH} SZJFDF\ VFjIF\ K[P
ÊD 5|FIMlUS H}YGF U]6
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
;FZ6L 5P$
;DFH 5|tI[GL 5|lTAâTFGL S,DM 5ZGF 5|F%tFF\SMGL :5Q8TF ;FZ6L
lGI\l+T H}YGF U]6
s;FZ6L 5P$ RF,]f
3
3
3
3
2
3
3
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4
4
3
3
3
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3
3
2
2
1
3
4
4
4
3
3
3
3
2
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3
4
2
1
1
4
4
4
4
126
ÊD 5|FIMlUS H}YGF U]6
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
s;FZ6L 5P$ RF,]f
lGI\l+T H}YGF U]6
s;FZ6L 5P$ RF,]f
3
3
2
2
3
4
4
4
4
3
3
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4
4
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2
3
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4
2
3
2
4
3
2
1
2
3
3
3
3
2
2
2
3
3
3
3
2
2
1
1
1
3
3
3
3
2
2
2
127
ÊD 5|FIMlUS H}YGF U]6
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
s;FZ6L 5P$ RF,]f
lGI\l+T H}YGF U]6
s;FZ6L 5P$ RF,]f
4
3
4
4
3
4
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2
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4
1
3
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2
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3
3
2
2
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2
2
2
2
2
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1
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3
3
3
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1
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3
3
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1
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128
5|:T]T VeIF;DF\ 5|lTAâTF lJSF; SFI"S|DGM VG]EJ D[/JGFZ VG[ VG]EJ G
D[/JGFZ TF,LDFYL"VMGF 5|lTAâTF DF5G 5lZl:YlT S;M8LGL S,DM 5{SL ;DFH 5|tI[GL
5|lTAâTFGL S,DM 5ZGF 5|F%TF\SM H[ ;FZ6L 5P$ DF\ NXF"JJFDF\ VFjIF\ K[ T[G[ VFWFZ[
VF,[B 5PZ GL ZH}VFT SZJFDF\ VFJL K[ VG[ ALÒ ptS<5GFGL RSF;6L SZJFDF\ VFJL
CTLP
ÊD 5|FIMlUS H}YGF U]6
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
s;FZ6L 5P$ RF,]f
lGI\l+T H}YGF U]6
3
3
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4
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3
3
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2
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129
VF,[B 5PZ
TF,LDFYL"VMGF ;DFH 5|tI[GL 5|lTAâTFGL S,DM 5ZGF 5|F%TF\SMGL T],GF
130
ptS<5GF o Z 5LP 8LP ;LP GF 5|YD JQF"gFF TF,LDFYL"VMDF\ 5|lTAâTF lJSF;
SFI"S|DGM VG]EJ D[/JGFZ VG[ VG]EJ G D[/JGFZ TF,LDFYL"VMDF\
;DFH 5|tI[GL 5|lTAâTFGF ;Z[ZFXF\SM JrR[ ;FY"S TOFJT GCL\
CMIP
VF ptS<5GFGL RSF;6L SZJF DF8[ tvU]6M¿ZG]\ D}<I XMWJFDF\ VFjI]\ CT]\P VF
ptS<5GFGL RSF;6LGF 5lZ6FDMGM ;FZF\X ;FZ6L 5P5 DF\ ZH} SZJFDF\ VFjIM K[P
;FZ6L 5P5 5ZYL HM. XSFI K[ S[4 5|lTAâTF lJSF; SFI"S|DGM VG]EJ D[/JGFZ
TF,LDFYL"VMGL ;\bIF 97 CTLP 5|lTAâTF DF5G 5lZl:YlT S;M8L 5{SL ;DFH 5|tI[GL
5|lTAâTFGL S,DM 5ZGF T[DGF 5|F%TF\SMGL ;ZF;ZL VG[ 5|DF6lJR,GG]\ D}<I VG]S|D[
3.17 VG[ 0.80 HMJF D?I]\ CT]\P ßIFZ[ 5|lTAâTF lJSF; SFI"S|DGM VG]EJ G D[/JGFZ
TF,LDFYL"VMGL ;\bIF 97 CTLP 5|lTAâTF DF5G 5lZl:YlT S;M8L 5{SL ;DFH 5|tI[GL
5|lTAâTFGL S,DM 5ZGF T[DGF 5|F%TF\SMGL ;ZF;ZL VG[ 5|DF6lJR,GG]\ D}<I VG]S|D[
2.29 VG[ 0.97 HMJF D?I]\ CT]\P
TF,LDFYL"VMDF\ ;DFH 5|tI[GL 5|lTAâTFGF lJSF; ;\NE[" tvU]6M¿ZG]\ D}<I 7.569
HMJF D?I]\ CT]\P H[ ZP5( SZTF\ JWFZ[ CMJFYL T[ _P_! S1FFV[ ;FY"S CT\]4 5lZ6FD[ ALÒ X}gI
ptS<5GFGM V:JLSFZ YTM CTMP VFYL4 SCL XSFI S[ 5|lTAâTF lJSF; SFI"S|DGM VG]EJ
G D[/JGFZ TF,LDFYL"VM SZTF\ VG]EJ D[/JGFZ TF,LDFYL"VMDF\ ;DFH 5|tI[GL
5|lTAâTFGM lJSF; ;FY"S ZLT[ êRM HMJF D?IM CTMP
5|lTAâTF lJSF;SFI"ÊDGM VD,
;\bIF ;ZF;ZL8L
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2.29
0.80
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ÊD 5|FIMlUS H}YGF U]6
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ÊD 5|FIMlUS H}YGF U]6
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18
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