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8/18/2019 App EquipmentCorrelationExercise BikeHelmet Data
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Bike Helmet Production Data
Index Batch Blow Moulding Cutting Poly Injection
1
1
BMA CUT5 INJA
2 BMA CUT5 INJA
3 BMA CUT5 INJA
BMA CUT5 INJA
5
2
BMA CUT1 INJB
! BMA CUT1 INJB
" BMA CUT1 INJB# BMA CUT1 INJB
$ 3 BMA CUT3 INJA
1% BMA CUT3 INJA
11 BMA CUT3 INJA
12 BMA CUT3 INJA
13 BMA CUT3 INJA
1 BMA CUT2 INJA
15 BMA CUT1 INJA
1! BMA CUT5 INJA1" BMA CUT! INJA
1# 5 BMA CUT INJA
1$ BMA CUT INJA
2% BMA CUT2 INJA
21 BMA CUT2 INJB
22 ! BMA CUT5 INJB
23 BMA CUT1 INJB
2 BMA CUT3 INJB
25 BMA CUT3 INJA
2! BMA CUT1 INJA
2" " BMA CUT1 INJA
2# BMA CUT2 INJA
2$ BMA CUT2 INJA
3% BMA CUT2 INJA
31 # BMA CUT5 INJA
32 BMA CUT3 INJA
33 BMA CUT5 INJB
3 BMA CUT3 INJB
35 $ BMA CUT INJB3! BMA CUT INJB
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3" BMA CUT1 INJB
3# BMA CUT1 INJB
3$ BMA CUT1 INJB
% $&1#3"#3"# BMA CUT5 INJB
1 $&1!21!21! BMA CUT5 INJA2 $&!#!#!$ BMA CUT3 INJA
3 $#1%#1%#1 BMA CUT3 INJA
1%&11351351 BMA CUT! INJA
5 1%&35$5$5 BMA CUT1 INJA
! 1%&5"#3"#3# BMA CUT INJA
" 1%%#1%#1 BMA CUT! INJA
# 11&%3232 BMA CUT! INJA
$ 11&2"5!"5!# BMA CUT INJA
5% 11&5%#1%#11 BMA CUT1 INJA
51 11&"%5%5 BMA CUT3 INJA52 11&$"2$"2$" BMA CUT3 INJA
53 12&2%5%51 BMA CUT! INJB
5 12&3"#3"# BMA CUT5 INJB
55 12&!"%2"%2" BMA CUT5 INJB
5! 12&$%2"%2" BMA CUT3 INJB
5"
13&1351351
BMA CUT INJB
5# BMA CUT1 INJB
5$ BMA CUT1 INJB
!% BMA CUT1 INJB!1
1&%!#!#!
BMA CUT! INJA
!2 BMA CUT! INJA
!3 BMA CUT2 INJA
! BMA CUT5 INJA
!5 BMA CUT5 INJB
!!
15&22"%2"%3
BMA CUT INJB
!" BMA CUT INJB
!# BMA CUT1 INJB
!$ BMA CUT1 INJA
"%
1!&15!"5!"!
BMA CUT! INJA
"1 BMA CUT! INJA
"2 BMA CUT2 INJA
"3 BMA CUT INJA
"
1"&%#!#!$
BMA CUT2 INJA
"5 BMA CUT! INJA
"! BMA CUT1 INJA
"" BMA CUT5 INJA
"# BMA CUT1 INJA
"$ 13%53%113% BMA CUT5 INJA#% 13%53%113% BMA CUT3 INJA
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#1 13%53%13% BMA CUT3 INJB
#2 13%53%13% BMA CUT2 INJB
#3 13%53%13% BMA CUT2 INJB
# 13%53%13% BMA CUT INJB
#5 13%53%1"3% BMA CUT INJB#! 13%53%1"3% BMA CUT! INJB
#" 13%53%1"3% BMA CUT1 INJB
## 13%53%1"3% BMA CUT3 INJB
#$ 13%53%2%3% BMA CUT1 INJB
$% 13%53%2%3% BMA CUT! INJB
$1 13%53%2%3% BMA CUT5 INJB
$2 13%53%2%3% BMA CUT INJB
$3 13%53%233% BMA CUT INJA
$ 13%53%233% BMA CUT1 INJA
$5 13%53%233% BMA CUT! INJA$! 13%53%233% BMA CUT! INJA
$" 13%531%#3% BMA CUT3 INJB
$# 13%531%#3% BMA CUT! INJB
$$ 13%531%#3% BMA CUT5 INJB
1%% 13%531%#3% BMA CUT INJB
1%1 13%531113% BMA CUT INJA
1%2 13%531113% BMA CUT1 INJA
1%3 13%531113% BMA CUT1 INJA
1% 13%531113% BMA CUT1 INJA1%5 13%53113% BMA CUT3 INJA
1%! 13%53113% BMA CUT3 INJA
1%" 13%53113% BMA CUT INJA
1%# 13%53113% BMA CUT2 INJA
1%$ 13%5311"3% BMA CUT5 INJB
11% 13%5311"3% BMA CUT5 INJB
111 13%5311"3% BMA CUT! INJB
112 13%5311"3% BMA CUT2 INJB
113 13%5312%3% BMA CUT2 INJB
11 13%5312%3% BMA CUT INJB
115 13%5312%3% BMA CUT INJB
11! 13%5312%3% BMA CUT3 INJB
11" 13%531233% BMA CUT1 INJB
11# 13%531233% BMA CUT! INJB
11$ 13%531233% BMA CUT! INJB
12% 13%531233% BMA CUT! INJB
121 13%!%1%#3% BMA CUT3 INJA
122 13%!%1%#3% BMA CUT1 INJA
123 13%!%1%#3% BMA CUT1 INJA12 13%!%1%#3% BMA CUT1 INJA
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125 13%!%1113% BMA CUT1 INJB
12! 13%!%1113% BMA CUT5 INJB
12" 13%!%1113% BMA CUT! INJB
12# 13%!%1113% BMA CUT! INJB
12$ 13%!%113% BMA CUT INJB13% 13%!%113% BMA CUT2 INJB
131 13%!%113% BMA CUT2 INJB
132 13%!%113% BMA CUT3 INJB
133 13%!%11"3% BMA CUT3 INJA
13 13%!%11"3% BMA CUT3 INJA
135 13%!%11"3% BMA CUT1 INJA
13! 13%!%11"3% BMA CUT1 INJA
13" 13%!%12%3% BMA CUT INJA
13# 13%!%12%3% BMA CUT5 INJA
13$ 13%!%12%3% BMA CUT5 INJA1% 13%!%12%3% BMA CUT5 INJA
11 13%!%1233% BMA CUT INJA
12 13%!%1233% BMA CUT INJA
13 13%!%1233% BMA CUT! INJA
1 13%!%1233% BMA CUT1 INJA
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U'() "%% *ic+on, U'( ) $%% *ic+on,
%! 1
!5
3! 2$%
3"! 2##
#3 3%
2$% #23
%
11 51%
!# $5535! #23
2!" 2!" "3
32% 52
22% 32#
1!1 1$
2" 23 "$
5%! 1"%
311 ##
252 3#2#3 3# 5!
15! "
3#1 52
33 5#$
33! $% 25
2%$ 2
$1 5$$
$# 5#
52$ 5# "!
%3 515
331 %%
2! 5$"
2! 5"" 5#
25# 522
2$ 3
33" 2%$
5!2 33# 25
25 "#
3#2 1%$$"2 $"$
Ta+get )!%UC( ) $%(C( ) 3%
Te,t C+a,h-e.o+*ation
/*ic+on,0
Te,t Co+ne+-e.o+*ation
/*ic+on,0
Ae+age /n)hel*et,0
Poly,ty+ene-en,ity /g*430
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5!5 "" 13
2$3 35
5# 5!2
52! !%$
2!" 5!3 !!5$% 2!3
33$ 2#2
3!3 2$3
"$ 251 "3
2$ 5!1
#5 2
2$# 32$
2"" 35 "1
" 3#"
35$ 3"%## 52
33! 3"3 1#
25$ $55
25% $#5
#% "%$
2"! "2 2$
5!3 35!
$1 5
!1% %55# 5# 52
5!% 5$
2% 1#1
2$3 23
5## 1%$3 2!
$% 2%
5 3##
$! 5"2
5$ 3"# 5$
3$ #1
53% 5
55 155
5%1 1# !3
5%" 53#
53" 5!
$1 5!$
!#2 3#2 51
!" "3
!!$ 3"5$ 5%5
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5% 1%25 2
5#% $"2
!32 !1
!12 5$
!2% 1%!3 1!!5 !1"
!"! 1%1!
5% 1%22
31$ %" $
!$1 $$1
!33 35#
!"3 5$
3" 5!$ "!
!22 53
5 5%231# 5$"
55# #% 31
!!2 !3%
!$$ #!
5$ 3"
!# 2% "1
"2% 5$
3! 5"
$% 12"!!3 5$" "
!2! 515
2# 3%1
21 2#5
!2$ #31 "
"2% "11
3#3 !1"
! #3
51 33% 3!
"1" $"
5$" 1%!3
35! 55%
51 1%$$ 3!
3"% 1%51
!"# $5
3# #%
5# "5 ""
"5 51#
1 3#%$" 5"3
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5" 5!5 2"
!"5 55%
!"5 "
51! 3!2
!"# 1 23"!1 52
32 12
5## $!
"!! "! "!
!3! 32#
"$! 22$
31 1"2
""" 5% !1
"5 2#3
53" 52#!11 1$"
51 1$! "#
!%1 31
533 3$$
5 22
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hel*et, in a atch6 1 den,ity *ea,u+e*ent 7e+ hel*etae+aged .o+ the *et+ology
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8/18/2019 App EquipmentCorrelationExercise BikeHelmet Data
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8/18/2019 App EquipmentCorrelationExercise BikeHelmet Data
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Bike Helmet Test Data U'() &"** U'( ) &$**
Helmet Number Batch
1 1 %&3#1 %&5#1
2 1 %&%12 %&212
3 1 %&3#1 %&5#1
1 %&5# %&"#
5 1 %&1%5 %&3%5
! 1 %&1 %&!1
" 1 %&1## %&3##
# 1 %&2$" %&$"
$ 1 %&53! %&"3!
1% 1 %&5" %&""
11 1 %&23 %&!23
12 1 %&233 %&33
13 1 %&3"5 %&5"51 1 %&5 %&"
15 1 %&51! %&"1!
1! 1 %&! %
1" 1 %&3#1 %&5#1
1# 1 %&531 %&"31
1$ 1 %&!1" %"
2% 1 %&351 %&551
1 2 %&$" %$"
2 2 %&53! %&$3!
3 2 %&%!2 %&!2 2 %&"" %""
5 2 %&3$! %&"$!
! 2 %&!$! 1&%$!
" 2 %&3$1 %&"$1
# 2 %&!!# 1&%!#
$ 2 %&%"" %&""
1% 2 %&151 %&551
11 2 %&25" %&33
12 2 %&2#1 %&!#1
13 2 %&!$1 1&%$1
1 2 %&15" %&55"
15 2 %&2" %&!"
1! 2 %&!!$ 1&%!$
1" 2 %&32# %&"2#
1# 2 %&!%2 1&%%2
1$ 2 %&53 %&$3
2% 2 %&551 %&$51
Test CrashDeformation (mm)
Deformation
(mm)
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1 3 %&5! %&!5!
2 3 %&22# %&2#
3 3 %&33$ %&53$
3 %&1"# %&3"#
5 3 %&551 %&"51
! 3 %&!2 %
" 3 %&%1" %&21"# 3 %&5$5 %&"$5
$ 3 %&11$ %&31$
1% 3 %&3! %&5!
11 3 %&31 %&51
12 3 %&2!$ %&!$
13 3 %&2$ %&!2$
1 3 %&!1 %
15 3 %&51 %&"1
1! 3 %&211 %&11
1" 3 %&22$ %&2$
1# 3 %&5 %&"
1$ 3 %&!%2 %%2
2% 3 %&1%$ %&3%$
1 %&2## %&##
2 %&5#" %&"#"
3 %&32" %&52"
%&3$ %&5$
5 %&%13 %&213
! %&1$3 %&3$3" %&5" %&""
# %&%!5 %&2!5
$ %&5%1 %&"%1
1% %&1" %&!1"
11 %&1#! %&3#!
12 %&211 %&11
13 %&!1$ %$
1 %&51 %&"1
15 %&2%" %&%"
1! %&5# %&"#1" %&313 %&513
1# %&$ %&!$
1$ %&5# %&"#
2% %&35 %&55
1 5 %&52" %&"2"
2 5 %&3%3 %&5%3
3 5 %&322 %&522
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5 %&5# %&"#
5 5 %&23 %&3
! 5 %&53 %&"3
" 5 %&!1! %!
# 5 %&2# %&#
$ 5 %&3#! %&5#!
1% 5 %&5$# %&"$#11 5 %&325 %&525
12 5 %&5%5 %&"%5
13 5 %&%5$ %&25$
1 5 %&%3 %&!%3
15 5 %&1%! %&3%!
1! 5 %&2# %&#
1" 5 %&21 %&!21
1# 5 %&1!2 %&3!2
1$ 5 %&2$ %&$
2% 5 %&12 %&!12
1 ! %&5! %&$!
2 ! %&3#5 %&"#5
3 ! %&5" %&$"
! %&35# %&"5#
5 ! %&31! %&"1!
! ! %&%33 %&33
" ! %&!"2 1&%"2
# ! %&335 %&"35
$ ! %&2"5 %&!"51% ! %&153 %&553
11 ! %&2#2 %&!#2
12 ! %&335 %&"35
13 ! %&331 %&"31
1 ! %&1 %
15 ! %&21 %&3#!
1! ! %&3! %!
1" ! %&15# %&55#
1# ! %&%$3 %&$3
1$ ! %&#$ %#$2% ! %&5#$ %&$#$
1 " %&% %&2
2 " %&1#3 %&3#3
3 " %&21" %&1"
" %&32$ %&52$
5 " %&% %&!%
! " %&525 %&"25
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" " %&1% %&3%
# " %&23" %&3"
$ " %&3 %&5
1% " %&33 %&!33
11 " %&3!5 %&5!5
12 " %&232 %&32
13 " %&5%1 %&"%11 " %&%" %&!%"
15 " %&15 %&35
1! " %&!1 %
1" " %&2$# %&$#
1# " %&!3 %
1$ " %&3%# %&5%#
2% " %&5%$ %&"%$
1 # %&11 %&31
2 # %&!15 %
3 # %&%"3 %&2"3
# %&3 %&5
5 # %&233 %&33
! # %&3! %&5!
" # %&2! %&!2!
# # %&15 %&35
$ # %&!1 %
1% # %&23 %&3
11 # %&3"1 %&5"1
12 # %&312 %&51213 # %&2" %&!2"
1 # %&2! %&!2!
15 # %&51# %&"1#
1! # %&32 %&52
1" # %&!% %%
1# # %&125 %&1"5
1$ # %&5!5 %&"!5
2% # %& %&!
1 $ %&25$ %&!5$
2 $ %&!$ %!$3 $ %&53 %&$3
$ %&2$! %&!$!
5 $ %&$$ %$$
! $ %&%" %&"
" $ %&3%5 %&"%5
# $ %&1!2 %&5!2
$ $ %&11 %&51
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1% $ %&%#5 %
11 $ %&351 %&"51
12 $ %&2#! %&!#!
13 $ %&2$ %&351
1 $ %&1 %&5
15 $ %&2!! %&!!!
1! $ %&!2 %!21" $ %&!1$ 1&%1$
1# $ %&3#1 %&"#1
1$ $ %&! 1&%
2% $ %&!!3 1&%!3
1 1% %&5# %&$#
2 1% %&!# 1&%#
3 1% %&2"" %&!""
1% %&15 %
5 1% %&%#! %&#!
! 1% %&22 %
" 1% %&33$ %&"3$
# 1% %&"3 %"3
$ 1% %&%# %%#
1% 1% %&15 %
11 1% %&2"! %&!"!
12 1% %&!55 1&%55
13 1% %&%# %&#
1 1% %&3"" %&"""
15 1% %&53 %&$31! 1% %&"2 %"2
1" 1% %&5" %"
1# 1% %&512 %&$12
1$ 1% %&113 %&3#"
2% 1% %&5!2 %&$!2
1 11 %&35 %&55
2 11 %&2# %&!2#
3 11 %&" %&!"
11 %&333 %&533
5 11 %&%3$ %&23$! 11 %&33 %&1!"
" 11 %&22 %&2
# 11 %&2$ %&$
$ 11 %&2! %&!2!
1% 11 %&531 %&"31
11 11 %&5$3 %&"$3
12 11 %&3#1 %&5#1
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13 11 %&32" %&52"
1 11 %&1# %&!1#
15 11 %&1$$ %&3$$
1! 11 %&22 %&2
1" 11 %&5%2 %&"%2
1# 11 %&5 %&!5
1$ 11 %&55# %&"5#2% 11 %&1%" %&3%"
1 12 %&23 %&!23
2 12 %&31# %&51#
3 12 %&%" %&2"
12 %&33 %&53
5 12 %&!! %&!!!
! 12 %&33 %&53
" 12 %&2!3 %&!3
# 12 %&2$" %&$"
$ 12 %&23$ %&3$
1% 12 %&"! %&!"!
11 12 %&352 %&552
12 12 %&%#! %&2#!
13 12 %&3#! %&5#!
1 12 %&!" %"
15 12 %&5" %&""
1! 12 %&5%3 %&"%3
1" 12 %&12 %&32
1# 12 %&531 %&"311$ 12 %&2 %&!2
2% 12 %&$2 %&!$2
1 13 %&$5 %&!$5
2 13 %&1# %&!1#
3 13 %&3!1 %&5!1
13 %&55! %&"5!
5 13 %&1#1 %&3#1
! 13 %&5 %&"
" 13 %&5!# %&"!#
# 13 %&552 %&"52$ 13 %&555 %&"55
1% 13 %&53# %&"3#
11 13 %&%#5 %&2#5
12 13 %&11 %&31
13 13 %&5" %&""
1 13 %&!2 %2
15 13 %&2%" %&%"
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1! 13 %&51 %&"1
1" 13 %&21 %&1
1# 13 %&313 %&513
1$ 13 %&!2 %&!!2
2% 13 %&331 %&531
1 1 %&%" %%"
2 1 %&5%$ %&$%$3 1 %&5$! %&$$!
1 %&3#! %&"#!
5 1 %&25" %&!5"
! 1 %&%" %&"
" 1 %&32 %&"2
# 1 %&$" %$"
$ 1 %&213 %&3#"
1% 1 %&2!1 %&!!1
11 1 %&%!$ %&!$
12 1 %&15 %
13 1 %&3!5 %&"!5
1 1 %&!53 1&%53
15 1 %&2" %&!"
1! 1 %&13$ %&53$
1" 1 %& %
1# 1 %&!2 %!2
1$ 1 %&5$5 %&$$5
2% 1 %&3 %3
1 15 %&3$1 %&"$12 15 %&55 %&$5
3 15 %&!1" 1&%1"
15 %&2$3 %&!$3
5 15 %&521 %&$21
! 15 %&!3" 1&%3"
" 15 %&%$ %&$
# 15 %&523 %&$23
$ 15 %&5 %
1% 15 %&131 %&531
11 15 %&! %!12 15 %&!2$ 1&%2$
13 15 %&%#" %&#"
1 15 %&!5 1&%5
15 15 %&322 %&"22
1! 15 %&1!1 %&33$
1" 15 %&2$! %&!$!
1# 15 %&522 %&$22
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1$ 15 %&$2 %$2
2% 15 %&3"$ %&""$
1 1! %&23 %&!23
2 1! %&55 %&"5
3 1! %&3%# %&5%#
1! %&22" %&2"
5 1! %&2## %&##! 1! %&3%1 %&5%1
" 1! %&5"! %&""!
# 1! %&%3 %&23
$ 1! %&2!5 %&!5
1% 1! %&1$ %&!1$
11 1! %&511 %&"11
12 1! %&32 %&52
13 1! %&25 %&!25
1 1! %&1" %&3"
15 1! %&551 %&"51
1! 1! %&!1 %1
1" 1! %&33 %&53
1# 1! %&2 %&!2
1$ 1! %&5%! %&"%!
2% 1! %&511 %&"11
1 1" %&$2 %$2
2 1" %&515 %&$15
3 1" %&%52 %&52
1" %&52 %45 1" %&3#! %&"#!
! 1" %&13 %
" 1" %&2!3 %&!!3
# 1" %&3$3 %&"$3
$ 1" %&%5 %&5
1% 1" %&2!$ %&!!$
11 1" %&12 %&52
12 1" %&5" %&$"
13 1" %&31 %&"1
1 1" %&!$ 1&%$15 1" %&1%5 %&5%5
1! 1" %&3%! %&"%!
1" 1" %&232 %&3!#
1# 1" %&!1! 1&%1!
1$ 1" %&5"" %&$""
2% 1" %&25 %
1 1# %&15" %&35"
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2 1# %&3 %&5
3 1# %&5%" %&"%"
1# %&32$ %&52$
5 1# %&! %
! 1# %&5$ %&!5$
" 1# %&%5 %&25
# 1# %&15! %&35!$ 1# %&22# %&2#
1% 1# %&531 %&"31
11 1# %&5!" %&"!"
12 1# %&1# %&!1#
13 1# %&2$ %&!2$
1 1# %&51 %&"1
15 1# %&5 %&!5
1! 1# %&51" %&"1"
1" 1# %&52 %&!52
1# 1# %&232 %&32
1$ 1# %&15$ %&35$
2% 1# %&23 %&3
1 1$ %&351 %&551
2 1$ %&" %&!"
3 1$ %&"" %&!""
1$ %&3"" %&5""
5 1$ %&1%! %&3%!
! 1$ %&32 %&52
" 1$ %&%"2 %&2"2# 1$ %&125 %&325
$ 1$ %&3$ %&5$
1% 1$ %&!32 %
11 1$ %&233 %&33
12 1$ %&52$ %&"2$
13 1$ %& %&!
1 1$ %&5" %&""
15 1$ %&5#1 %&"#1
1! 1$ %&2! %&!2!
1" 1$ %&522 %&"221# 1$ %&!25 %
1$ 1$ %&%3 %&!%3
2% 1$ %&323 %&523
1 2% %&23 %&3
2 2% %&2! %&!
3 2% % %&!#1
2% %&!3 %3
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5 2% %&5%! %&"%!
! 2% %&!! %&!!!
" 2% %&32! %&52!
# 2% %&233 %&33
$ 2% %&1#$ %&3#$
1% 2% % %&!#1
11 2% %&33 %&5312 2% %&!1 %
13 2% %&2## %&##
1 2% %&1$$ %&3$$
15 2% %&%2! %&22!
1! 2% %&53! %&"3!
1" 2% %&!$ %&!!$
1# 2% %&1!$ %&3!$
1$ 2% %&2#$ %&#$
2% 2% %&51 %&"1
1 21 %&3#" %&"#"
2 21 %&!12 1&%12
3 21 %&21$ %&3#1
21 %&"5 %"5
5 21 %&!%5 1&%%5
! 21 %&52$ %&$2$
" 21 %&%#" %&#"
# 21 %&!% 1&%%
$ 21 %&2!2 %&!!2
1% 21 %&5# %&$#11 21 %&55! %&$5!
12 21 %&%$ %&$
13 21 %&3%! %&"%!
1 21 %&5$ %&$$
15 21 %&12" %&52"
1! 21 %&!5 1&%5
1" 21 %&55" %&$5"
1# 21 %&$ %$
1$ 21 %&!3! 1&%3!
2% 21 %&5#3 %&$#31 22 %&11! %&51!
2 22 %&%3$ %&3$
3 22 %&5!" %&$!"
22 %&%25 %&3$5
5 22 %&2$ %&!$
! 22 %&12 %&52
" 22 %&!23 1&%23
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# 22 %&33 %&"3
$ 22 %&3! %!
1% 22 %&%!2 %&!2
11 22 %&2"# %&!"#
12 22 %&1 %
13 22 %&!# %!#
1 22 %&2"2 %&!"215 22 %&2" %&!"
1! 22 %&5$$ %&$$$
1" 22 %&"2 %"2
1# 22 %&2"! %&!"!
1$ 22 %&" %"
2% 22 %&25 %
1 23 %&! %!
2 23 %&325 %&"25
3 23 %&255 %&!55
23 %&1!" %&5!"
5 23 %&!%" 1&%%"
! 23 %&5 %&$
" 23 %&1#! %&5#!
# 23 %&5%# %&$%#
$ 23 %&5! %&$!
1% 23 %&%55 %&55
11 23 %&11 %
12 23 %&31" %&"1"
13 23 %&"! %"!1 23 %&511 %&$11
15 23 %&1#5 %&5#5
1! 23 %&%2 %&2
1" 23 %&"! %"!
1# 23 %&!# %!#
1$ 23 %&# %#
2% 23 %&!$ %!$
1 2 %&!1$ %$
2 2 %&%! %&2!
3 2 %&1!2 %&3!2 2 %&2%1 %&%1
5 2 %&31 %&51
! 2 %&31" %&51"
" 2 %&$ %&!$
# 2 %&%# %&!%#
$ 2 %&555 %&"55
1% 2 %&15 %&!15
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11 2 %&!%2 %%2
12 2 %&3"5 %&5"5
13 2 %&2!3 %&!3
1 2 %&2%1 %&%1
15 2 %&5$1 %&"$1
1! 2 %&%$ %&!%$
1" 2 %&1! %&3!1# 2 %&551 %&"51
1$ 2 %&3%3 %&5%3
2% 2 %&51 %&"1
1 25 %&53$ %&$3$
2 25 %&$5 %$5
3 25 %&!2! 1&%2!
25 %&!#2 1&%#2
5 25 %&!23 1&%23
! 25 %&!3" 1&%3"
" 25 %&5# %#
# 25 %&%2# %&2#
$ 25 %&35# %&"5#
1% 25 %&12# %&52#
11 25 %&2%! %&3$
12 25 %&$! %$!
13 25 %&%53 %&53
1 25 %&!$" 1&%$"
15 25 %&5"" %&$""
1! 25 %&3%3 %&"%31" 25 %&12$ %&52$
1# 25 %&!3! 1&%3!
1$ 25 %&3#2 %&"#2
2% 25 %&!$$ 1&%$$
1 2! %&33! %&53!
2 2! %&3 %&!3
3 2! %&$3 %&!$3
2! %&53 %&"3
5 2! %&%1# %&21#
! 2! %&1$$ %&3$$" 2! %&2$1 %&$1
# 2! %&# %&!#
$ 2! %&5$ %&"$
1% 2! %&%5 %&!%5
11 2! %&53 %&"3
12 2! %&233 %&33
13 2! %&2 %&
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1 2! %&313 %&513
15 2! %&$" %&!$"
1! 2! %&1 %&3
1" 2! %&1#$ %&3#$
1# 2! %&2 %&!2
1$ 2! %&5$2 %&"$2
2% 2! %&5"1 %&""11 2" %&55# %&"5#
2 2" %&%#" %&2#"
3 2" %&15 %&35
2" %&133 %&333
5 2" %&21 %&1
! 2" %&32# %&52#
" 2" %&5$ %&!5$
# 2" %&#$ %&!#$
$ 2" %&31# %&51#
1% 2" %&223 %&23
11 2" %&5%! %&"%!
12 2" %&5"3 %&""3
13 2" %&3 %&!3
1 2" %&3 %&!3
15 2" %&35 %&55
1! 2" %&33! %&1!
1" 2" %&!23 %
1# 2" %& %&!
1$ 2" %&323 %&5232% 2" %&55 %&"5
1 2# %&%% %&%
2 2# %&15# %&55#
3 2# %&2$! %&!$!
2# %&2$! %&!$!
5 2# %&53! %&$3!
! 2# %&%3! %&3!
" 2# %&%!! %&!!
# 2# %&!3 1&%3
$ 2# %&2#! %&!#!1% 2# %&5" %"
11 2# %&125 %&525
12 2# %&!" %!"
13 2# %&%3 %%3
1 2# %&53 %&$3
15 2# %&3#5 %&"#5
1! 2# %&2!5 %&!!5
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1" 2# %&" 1&1
1# 2# %&2# %&!#
1$ 2# %&!#$ 1&%#$
2% 2# %&53 %&$3
1 2$ %&2"1 %&!"1
2 2$ %&35 %&"5
3 2$ %&3" %" 2$ %&"5 %"5
5 2$ %&% %&
! 2$ %&133 %&533
" 2$ %&!# 1&%#
# 2$ %&31 %&"1
$ 2$ %&%$5 %&$5
1% 2$ %&52 %4
11 2$ %&3# %&352
12 2$ %&5%3 %&$%3
13 2$ %&2#1 %&!#1
1 2$ %&52! %&$2!
15 2$ %&!55 1&%55
1! 2$ %& %
1" 2$ %&5" %&$"
1# 2$ %&!2 1&%2
1$ 2$ %&3$5 %&"$5
2% 2$ %&3"2 %&""2
1 3% %&2" %&!"
2 3% %&%$5 %&$53 3% %&5" %&$"
3% %&5%3 %&$%3
5 3% %&1!3 %&5!3
! 3% %&33! %&"3!
" 3% %&5%! %&$%!
# 3% %&32$ %&"2$
$ 3% %&%#" %&#"
1% 3% %&31" %&"1"
11 3% %&3"3 %&""3
12 3% %&2#3 %&!#313 3% %&11 %&51
1 3% %&3%2 %&"%2
15 3% %&2% %&3$!
1! 3% %&%! %%!
1" 3% %&%2 %%2
1# 3% %&"1 %"1
1$ 3% %&2"$ %&!"$
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2% 3% %&"5 %"5
1 31 %&51 %&"1
2 31 %&%%$ %&2%$
3 31 %&3!1 %&5!1
31 %&1" %&!1"
5 31 %& %&!
! 31 %&321 %&521" 31 %&333 %&533
# 31 %& %&!
$ 31 %&%"# %&2"#
1% 31 %&13 %&33
11 31 %&% %&!%
12 31 %&33" %&53"
13 31 %&21# %&1#
1 31 %&2$ %&$
15 31 %&!5 %5
1! 31 %&$1 %&!$1
1" 31 %&5 %&"
1# 31 %&1%3 %&3%3
1$ 31 %&5$$ %&"$$
2% 31 %&!% %%
1 32 %&551 %&$51
2 32 %&%$3 %&$3
3 32 %&3"# %&""#
32 %&%#3 %
5 32 % %#1! 32 %&3%# %&"%#
" 32 %&2#3 %&!#3
# 32 %&# %#
$ 32 %&$! %$!
1% 32 %&15 %&55
11 32 %&551 %&$51
12 32 %&!23 1&%23
13 32 %&355 %&"55
1 32 %&! 1
15 32 %&%%2 %&%21! 32 %&1 %&5
1" 32 %&!2" 1&%2"
1# 32 %&# %#
1$ 32 %&%! %%!
2% 32 %&5$3 %&$$3
1 33 %&532 %&$32
2 33 %&31 %
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3 33 %&!5! 1&%5!
33 %&3#3 %&"#3
5 33 %&13 %&53
! 33 %&!23 1&%23
" 33 %&2" %"
# 33 %&3"1 %&""1
$ 33 %&!# %!#1% 33 %&!$ 1&%$
11 33 %&2"5 %&!"5
12 33 %&!!! 1&%!!
13 33 %&% %%
1 33 %&1$$ %&5$$
15 33 %&315 %&3#5
1! 33 %&52# %&$2#
1" 33 %&3 %
1# 33 %&!3# 1&%3#
1$ 33 %&15! %&55!
2% 33 %&3"1 %&""1
1 3 %&511 %&"11
2 3 %&%#3 %&2#3
3 3 %&2 %&
3 %&321 %&521
5 3 %&5!5 %&"!5
! 3 %&5# %&!5#
" 3 %&23 %&!23
# 3 %&%5 %&!%5$ 3 %&31# %&51#
1% 3 %&2$ %&$
11 3 %&13$ %&33$
12 3 %&# %&!#
13 3 %&351 %&551
1 3 %&!33 %!
15 3 %&2#1 %
1! 3 %&$2 %&!$2
1" 3 %&532 %&"32
1# 3 %&! %1$ 3 %&3#1 %&5#1
2% 3 %&!15 %
1 35 %&%2 %&22
2 35 %&!$ %$
3 35 %&3"5 %&5"5
35 % %&!#5
5 35 %&"1 %&!"1
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! 35 %&3%# %&5%#
" 35 %&"$ %&!"$
# 35 %&25# %&5#
$ 35 %&3!! %&5!!
1% 35 %&!# %#
11 35 %&25$ %&5$
12 35 %&1%2 %&3%213 35 %&1%! %&3%!
1 35 %&%$ %&!%$
15 35 %&533 %&"33
1! 35 %&3%$ %&5%$
1" 35 %&!%3 %%3
1# 35 %&51 %&"1
1$ 35 %&22 %&2
2% 35 %&135 %&335
1 3! %&%1 %&21
2 3! %&1#" %&3#"
3 3! %&532 %&"32
3! %&2%# %&%#
5 3! %&1#" %&3#"
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" 3! %&3$ %&5$
# 3! %&3# %&5#
$ 3! %&!15 %
1% 3! %&1 %&!1
11 3! %&52$ %&"2$12 3! %&!%3 %%3
13 3! %&"$ %&!"$
1 3! %&23 %&!23
15 3! %&!1! %!
1! 3! % %&!#3
1" 3! %& %&!
1# 3! %&3"2 %&5"2
1$ 3! %&3!$ %&5!$
2% 3! %&!33 %!
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U'( ) U77e+ '7eci8cation (i*it
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Count Batch Blow Moulding Cutting Poly Injection
1 1 Blow Moulding91 Cutting95 Poly Injection91
2 1 Blow Moulding91 Cutting95 Poly Injection91
3 1 Blow Moulding91 Cutting95 Poly Injection91
1 Blow Moulding91 Cutting95 Poly Injection91
5 1 Blow Moulding91 Cutting95 Poly Injection91! 2 Blow Moulding91 Cutting91 Poly Injection92
" 2 Blow Moulding91 Cutting91 Poly Injection92
# 2 Blow Moulding91 Cutting91 Poly Injection92
$ 2 Blow Moulding91 Cutting91 Poly Injection92
1% 2 Blow Moulding91 Cutting91 Poly Injection92
11 3 Blow Moulding91 Cutting93 Poly Injection91
12 3 Blow Moulding91 Cutting93 Poly Injection91
13 3 Blow Moulding91 Cutting93 Poly Injection91
1 3 Blow Moulding91 Cutting93 Poly Injection9115 3 Blow Moulding91 Cutting93 Poly Injection91
1! Blow Moulding91 Cutting92 Poly Injection91
1" Blow Moulding91 Cutting92 Poly Injection91
1# Blow Moulding91 Cutting92 Poly Injection91
1$ Blow Moulding91 Cutting92 Poly Injection91
2% Blow Moulding91 Cutting92 Poly Injection91
21 5 Blow Moulding91 Cutting9! Poly Injection91
22 5 Blow Moulding91 Cutting9! Poly Injection91
23 5 Blow Moulding91 Cutting9! Poly Injection91
2 5 Blow Moulding91 Cutting9! Poly Injection9125 5 Blow Moulding91 Cutting9! Poly Injection91
2! ! Blow Moulding91 Cutting92 Poly Injection92
2" ! Blow Moulding91 Cutting92 Poly Injection92
2# ! Blow Moulding91 Cutting92 Poly Injection92
2$ ! Blow Moulding91 Cutting92 Poly Injection92
3% ! Blow Moulding91 Cutting92 Poly Injection92
31 " Blow Moulding91 Cutting93 Poly Injection91
32 " Blow Moulding91 Cutting93 Poly Injection91
33 " Blow Moulding91 Cutting93 Poly Injection913 " Blow Moulding91 Cutting93 Poly Injection91
Bike HelmetProduction(Equipment
and
PolystyreneDensity) Data
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35 " Blow Moulding91 Cutting93 Poly Injection91
3! # Blow Moulding91 Cutting92 Poly Injection91
3" # Blow Moulding91 Cutting92 Poly Injection91
3# # Blow Moulding91 Cutting92 Poly Injection91
3$ # Blow Moulding91 Cutting92 Poly Injection91% # Blow Moulding91 Cutting92 Poly Injection91
1 $ Blow Moulding91 Cutting95 Poly Injection92
2 $ Blow Moulding91 Cutting95 Poly Injection92
3 $ Blow Moulding91 Cutting95 Poly Injection92
$ Blow Moulding91 Cutting95 Poly Injection92
5 $ Blow Moulding91 Cutting95 Poly Injection92
! 1% Blow Moulding91 Cutting91 Poly Injection92
" 1% Blow Moulding91 Cutting91 Poly Injection92
# 1% Blow Moulding91 Cutting91 Poly Injection92
$ 1% Blow Moulding91 Cutting91 Poly Injection925% 1% Blow Moulding91 Cutting91 Poly Injection92
51 11 Blow Moulding91 Cutting95 Poly Injection91
52 11 Blow Moulding91 Cutting95 Poly Injection91
53 11 Blow Moulding91 Cutting95 Poly Injection91
5 11 Blow Moulding91 Cutting95 Poly Injection91
55 11 Blow Moulding91 Cutting95 Poly Injection91
5! 12 Blow Moulding91 Cutting91 Poly Injection91
5" 12 Blow Moulding91 Cutting91 Poly Injection91
5# 12 Blow Moulding91 Cutting91 Poly Injection915$ 12 Blow Moulding91 Cutting91 Poly Injection91
!% 12 Blow Moulding91 Cutting91 Poly Injection91
!1 13 Blow Moulding91 Cutting9 Poly Injection91
!2 13 Blow Moulding91 Cutting9 Poly Injection91
!3 13 Blow Moulding91 Cutting9 Poly Injection91
! 13 Blow Moulding91 Cutting9 Poly Injection91
!5 13 Blow Moulding91 Cutting9 Poly Injection91
!! 1 Blow Moulding91 Cutting9! Poly Injection92
!" 1 Blow Moulding91 Cutting9! Poly Injection92
!# 1 Blow Moulding91 Cutting9! Poly Injection92
!$ 1 Blow Moulding91 Cutting9! Poly Injection92
"% 1 Blow Moulding91 Cutting9! Poly Injection92
"1 15 Blow Moulding91 Cutting9! Poly Injection92
"2 15 Blow Moulding91 Cutting9! Poly Injection92
"3 15 Blow Moulding91 Cutting9! Poly Injection92
" 15 Blow Moulding91 Cutting9! Poly Injection92
"5 15 Blow Moulding91 Cutting9! Poly Injection92
"! 1! Blow Moulding91 Cutting9! Poly Injection91
"" 1! Blow Moulding91 Cutting9! Poly Injection91"# 1! Blow Moulding91 Cutting9! Poly Injection91
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"$ 1! Blow Moulding91 Cutting9! Poly Injection91
#% 1! Blow Moulding91 Cutting9! Poly Injection91
#1 1" Blow Moulding91 Cutting95 Poly Injection92
#2 1" Blow Moulding91 Cutting95 Poly Injection92
#3 1" Blow Moulding91 Cutting95 Poly Injection92# 1" Blow Moulding91 Cutting95 Poly Injection92
#5 1" Blow Moulding91 Cutting95 Poly Injection92
#! 1# Blow Moulding91 Cutting91 Poly Injection91
#" 1# Blow Moulding91 Cutting91 Poly Injection91
## 1# Blow Moulding91 Cutting91 Poly Injection91
#$ 1# Blow Moulding91 Cutting91 Poly Injection91
$% 1# Blow Moulding91 Cutting92 Poly Injection91
$1 1$ Blow Moulding91 Cutting92 Poly Injection91
$2 1$ Blow Moulding91 Cutting92 Poly Injection91
$3 1$ Blow Moulding91 Cutting92 Poly Injection91$ 1$ Blow Moulding91 Cutting92 Poly Injection91
$5 1$ Blow Moulding91 Cutting92 Poly Injection91
$! 2% Blow Moulding91 Cutting95 Poly Injection91
$" 2% Blow Moulding91 Cutting95 Poly Injection91
$# 2% Blow Moulding91 Cutting95 Poly Injection91
$$ 2% Blow Moulding91 Cutting95 Poly Injection91
1%% 2% Blow Moulding91 Cutting95 Poly Injection91
1%1 21 Blow Moulding91 Cutting93 Poly Injection92
1%2 21 Blow Moulding91 Cutting93 Poly Injection921%3 21 Blow Moulding91 Cutting93 Poly Injection92
1% 21 Blow Moulding91 Cutting93 Poly Injection92
1%5 21 Blow Moulding91 Cutting93 Poly Injection92
1%! 22 Blow Moulding91 Cutting9 Poly Injection92
1%" 22 Blow Moulding91 Cutting9 Poly Injection92
1%# 22 Blow Moulding91 Cutting9 Poly Injection92
1%$ 22 Blow Moulding91 Cutting9 Poly Injection92
11% 22 Blow Moulding91 Cutting9 Poly Injection92
111 23 Blow Moulding91 Cutting91 Poly Injection92
112 23 Blow Moulding91 Cutting91 Poly Injection92
113 23 Blow Moulding91 Cutting91 Poly Injection92
11 23 Blow Moulding91 Cutting91 Poly Injection92
115 23 Blow Moulding91 Cutting91 Poly Injection92
11! 2 Blow Moulding91 Cutting9! Poly Injection91
11" 2 Blow Moulding91 Cutting9! Poly Injection91
11# 2 Blow Moulding91 Cutting9! Poly Injection91
11$ 2 Blow Moulding91 Cutting9! Poly Injection91
12% 2 Blow Moulding91 Cutting9! Poly Injection91
121 25 Blow Moulding91 Cutting93 Poly Injection92122 25 Blow Moulding91 Cutting93 Poly Injection92
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123 25 Blow Moulding91 Cutting93 Poly Injection92
12 25 Blow Moulding91 Cutting93 Poly Injection92
125 25 Blow Moulding91 Cutting93 Poly Injection92
12! 2! Blow Moulding91 Cutting9 Poly Injection91
12" 2! Blow Moulding91 Cutting9 Poly Injection9112# 2! Blow Moulding91 Cutting9 Poly Injection91
12$ 2! Blow Moulding91 Cutting9 Poly Injection91
13% 2! Blow Moulding91 Cutting9 Poly Injection91
131 2" Blow Moulding91 Cutting93 Poly Injection91
132 2" Blow Moulding91 Cutting93 Poly Injection91
133 2" Blow Moulding91 Cutting93 Poly Injection91
13 2" Blow Moulding91 Cutting93 Poly Injection91
135 2" Blow Moulding91 Cutting93 Poly Injection91
13! 2# Blow Moulding91 Cutting95 Poly Injection92
13" 2# Blow Moulding91 Cutting95 Poly Injection9213# 2# Blow Moulding91 Cutting95 Poly Injection92
13$ 2# Blow Moulding91 Cutting95 Poly Injection92
1% 2# Blow Moulding91 Cutting95 Poly Injection92
11 2$ Blow Moulding91 Cutting92 Poly Injection92
12 2$ Blow Moulding91 Cutting92 Poly Injection92
13 2$ Blow Moulding91 Cutting92 Poly Injection92
1 2$ Blow Moulding91 Cutting92 Poly Injection92
15 2$ Blow Moulding91 Cutting92 Poly Injection92
1! 2$ Blow Moulding91 Cutting93 Poly Injection921" 3% Blow Moulding91 Cutting93 Poly Injection92
1# 3% Blow Moulding91 Cutting93 Poly Injection92
1$ 3% Blow Moulding91 Cutting93 Poly Injection92
15% 3% Blow Moulding91 Cutting93 Poly Injection92
151 31 Blow Moulding91 Cutting92 Poly Injection91
152 31 Blow Moulding91 Cutting92 Poly Injection91
153 31 Blow Moulding91 Cutting92 Poly Injection91
15 31 Blow Moulding91 Cutting92 Poly Injection91
155 31 Blow Moulding91 Cutting92 Poly Injection91
15! 32 Blow Moulding91 Cutting91 Poly Injection92
15" 32 Blow Moulding91 Cutting91 Poly Injection92
15# 32 Blow Moulding91 Cutting91 Poly Injection92
15$ 32 Blow Moulding91 Cutting91 Poly Injection92
1!% 32 Blow Moulding91 Cutting91 Poly Injection92
1!1 33 Blow Moulding91 Cutting9 Poly Injection92
1!2 33 Blow Moulding91 Cutting9 Poly Injection92
1!3 33 Blow Moulding91 Cutting9 Poly Injection92
1! 33 Blow Moulding91 Cutting9 Poly Injection92
1!5 33 Blow Moulding91 Cutting9 Poly Injection921!! 3 Blow Moulding91 Cutting93 Poly Injection91
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1!" 3 Blow Moulding91 Cutting93 Poly Injection91
1!# 3 Blow Moulding91 Cutting93 Poly Injection91
1!$ 3 Blow Moulding91 Cutting93 Poly Injection91
1"% 3 Blow Moulding91 Cutting93 Poly Injection91
1"1 35 Blow Moulding91 Cutting9 Poly Injection911"2 35 Blow Moulding91 Cutting9 Poly Injection91
1"3 35 Blow Moulding91 Cutting9 Poly Injection91
1" 35 Blow Moulding91 Cutting9 Poly Injection91
1"5 35 Blow Moulding91 Cutting9 Poly Injection91
1"! 3! Blow Moulding91 Cutting9 Poly Injection91
1"" 3! Blow Moulding91 Cutting9 Poly Injection91
1"# 3! Blow Moulding91 Cutting9 Poly Injection91
1"$ 3! Blow Moulding91 Cutting9 Poly Injection91
1#% 3! Blow Moulding91 Cutting9 Poly Injection91
8/18/2019 App EquipmentCorrelationExercise BikeHelmet Data
52/56
!5
!5
!5
!5
!5%
%
%
%
%
"3
"3
"3
"3"3
"$
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25
25
25
25
25
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8/18/2019 App EquipmentCorrelationExercise BikeHelmet Data
53/56
"!
5#
5#
5#
5#5#
25
25
25
25
25
13
13
13
1313
!!
!!
!!
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"3
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"3
"1
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1#
1#
1#
1#
1#
2$
2$
2$
2$
2$
52
5252
8/18/2019 App EquipmentCorrelationExercise BikeHelmet Data
54/56
52
52
2!
2!
2!2!
2!
5$
5$
5$
5$
5$
!3
!3
!3!3
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51
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51
51
2
22
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1!
1!
1!
1!
$
$
$
$
$
"!
"!
"!
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3131
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55/56
31
31
31
"1
"1"1
"1
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"
"
"
"
"
"
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3!
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2"
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2"
2"
23
23
23
23
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8/18/2019 App EquipmentCorrelationExercise BikeHelmet Data
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"!
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"!
"!
!1!1
!1
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