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Splatter plots
Traffic Lights, Targets, and Tolstoy....
                     A Data Rich Graphic
                                 that is:
                       •  Comprehensive
                            •  Reducible
                           •  Diagnostic
                               •  Visual
                          •  Geometric
                          •  Expandable
                             •  Versatile
                          •  Easy!
!"#$%&'
•    ()*+,-,+*#.$+'#*'#'/$#)0+&'')"'1)23+#4'#%%+5.$6',+781,+4'
•    9"5-,+3+)%1:+&''#'31/3'$+:+$'":+,:1+;'"<'+:+,6*31)/'
•    =+4801.$+&''")+'0#)'7810>$6'?4,1$$'4";)@'
•    A1#/)"%B0&'-,".$+5%'#,+'".:1"8%'#)4'14+)BC#.$+'
•    D800+%%+%&'".:1"8%E'.8*')"*'":+,%3#4";1)/'-,".$+5%'
•    F--,"-,1#*+'$+:+$'"<'-,+01%1")'
•    G1%8#$E')"*':+,.#$&'';1*3"8*',+#41)/'
     –  0"5-#,+E'0")*,#%*E'H'1)*+,-,+*''
•  !+"5+*,10&''14+)B<6'.6'-"%1B")E'#)/$+'H'%3#-+E')"*'$#.+$%I'
•  JK-#)4#.$+&'''L'M)0+,*#1)*6'+%B5#*+%''L'"*3+,'+$+5+)*%'
'''
A+C)1)/'N+*#-3",&'O,#P0'Q1/3*%'
   On the road     For a       Meeting a
    in Traffic     project:       goal:


      GO!         Success!     Certainly
                                 YES!

      STOP!       Failure!     Certainly
                                 NOT!

    CAUTION!
     HURRY!       Unclear!    Maybe yes….
   PREPARE TO    Ambiguous!   Maybe not….
      STOP!      Uncertain!
'
  A+C)1)/'N+*#-3",&'O,#P0'Q1/3*%'
Consider testing a medical treatment. A good treatment is:
(1) Safe    (2) Effective (3) Easy to use (4) Inexpensive


                                       ()%!*+%,*-%.*!/,&!!
       ⇒!"#$$%&&'!!!                0!",1%!!!!!!!!!!!!!!0!23%$45%!!
                                   02,&6!*7!8&%!!0!9.%:;%.&<5%!


                               ()%!*+%,*-%.*!/,&!$=%,+=6!
                               0!>7*!",1%!!!!!!!!!!?@!!!!0>7*!23%$45%!!
       ⇒!C,<=#+%'!!!           ?@!0A,+B!*7!8&%!!?@!0!2:;%.&<5%!



                                       O3+'*,+#*5+)*';#%')"*&'
                                R'D#<+'+)"8/3''S=''RJT+0B:+'+)"8/3'
           ⇒!D-E<F#7#&G!!!            S=''RJ#%6'+)"8/3'*"'8%+'''
                                      S=''R()+K-+)%1:+'+)"8/3  '
                                               S='UII'
A+C)1)/'N+*#-3",&'O#,/+*'



                                         Easy??      Effective??
  Ready!


                 AIM!


                           FIRE!


           N8$B-$+'%3"*%E''    Cost ??
                                            SCORE!   Safe??


           ")+'-+,'%*846'#[,1.8*+'
A+C)1)/'N+*#-3",&'O#,/+*'
=+#,,#)/+UI'
Q#&*!,!5,+<,47.!
•  (,+F%*!<&!N#&*!=<.%&!
•  ")7*&!,+%!$7=7+%B!
J#03'#K1%'1%'#''
41T+,+)*'#[,1.8*+&'
•  S.+0B:+%'
•  ],"+0*'-+,<",5#)0+''
   –  V+/E'9"%*E'D03+48$+X'
•  J*0'
A+C)1)/'N+*#-3",&'O"$%*"6'
                   '
             “Happy families are all alike;
     Each unhappy family is unhappy in it’s own way”
             --Leo Tolstoy, Anna Karenina

Unhappy!

  Happy!


Unhappy!


Has issues!




              At a glance, can see successes
                  & failures!—And Where!
9"):+)B")&'O3+';#*+,$1)+'

@/"A*#$)*#7+$*,%>'*&'
•  ^)";)'8)>)";)%'
•  O31)/%';+'>)";''
   ;+'4")@*'>)";'
•  J/E'+P0#06'
•  B)>'!1#$"#!*$#&1#"C#$)*#!,"&'.#
   #D:EFGB#)+A*#1"?*#H,**':I'

 J*%"7#$)*#7+$*,%>'*K#
 •  M)>)";)'8)>)";)%'
 •  O31)/%';+'4")@*'>)";''
     ''';+'4")@*'>)";'
 •  J/E'%#<+*6'
 • B)>'!1#$"#1>'5#&1#
 'D:EFGB#0<B#)+A*#+'-#L*.:I#
!,"8-1)/'F[,1.8*+%'.6'A1,+0B")'

Easy to
see
general
areas of
success
and
failure!
9"5-$+K'9"):+)B")&'O3+'_2<"$4'Z#6'




At a glance, can see   (1)  Overall Success/failure
for each study:        (2)  Kinds of problems
F441)/'9")C4+)0+`9+,*#1)*6'=#)/+%'
Elicited opinions,
Statistical Calculations
•  Best Case
   /Worst Case
•  Hi/Med/Low
   Uncertainty
•  Best likely
   / Worst Likely
•  Optimistic
   / Pessimistic
•  Estimates
   + 95% Confidence
   Intervals
]1$1)/'")'*3+'D65."$%'
Circles and pluses and
  X’es, oh my!

 ]+,3#-%&'
 a'!D-$#*%'#,+'-"1)*'+%B5#*+%'
 S'!']#%*'J%B5#*+%'
 L''!'S-B5#$'V)10+'*"'3#:+XY'
 b''!'O3+'0"5-+BB")Y'
F5.1/81*6'#)4'(,,+$+:#)0+'
  F5.1/81*6'"<'F5.+,'V#)4'=+4X&'
  •  F.":+'*3+';#*+,'$1)+'c'1,,+$+:#)*'
  •  W+$";'*3+';#*+,'$1)+'c''9#8B")E'-"%%1.$+',+4'#3+#4'

  M%+'01,0$+'<",'*31)/%'*3#*'4")@*'
  5#[+,'V#)65",+X'
  ! D"5+*31)/'1%'=+4'SdQe''
  1<'1*';1$$'%*"-'*3+'-,"+0*'
  ! D"5+*31)/'1%'F5.+,'SdQe'1<'1*'
  51/3*'*8,)',+4'
  ! D"5+*31)/'1%'!,++)'SdQe'1<'
  5++*%'".+0B:+%'

Solid Red! STOP                  Red Circle ! Would stop, if it mattered

Solid Amber! CAUTION Amber Circle ! Don’t know, don’t care??

Sold Green ! GO                  Green Circle ! Possible GO, w/Caveats
93#)/+'"<']+,%-+0B:+'
                                      B)*#MN>.*?>"%"!>(+%#B,>+.K#
                   Epidemiology
''''''''''''''''''''              '
                                      #
'''
                                      ###@!*'$'0#8%+%'*3+'41%+#%+'
                                      ###O"1$'/+*%'*3+'41%+#%+'
                                      ###M'A>,"'?*'$&'.,1)/%'
                                          *3+5'*"/+*3+,'
                                      '
                                      '''F$$'f'#*'")0+'
                                          '''⇒'EPIDEMIC'
                                      '
                                      '
Epidemiology: Age groups & factors'
                            D3";%&'
                            •  W+%*'+%B5#*+%''
                            •  ;1*3'8)0+,*#1)*6'
                            D+0*",%&'
                            •  J):1,")5+)*'
                            •  J$4+,$6'
                            •  N142$1<+'
                            •  e"8)/'F48$*'
                            •  931$4,+)'
                            Z1*31)'#/+%'
                            •  G1,8$+)0+'
                            •  ]#*3"/+)101*6'
                            •  ()<+0B:1*6'
                            3 reds in a zone
                              ! very bad!
Splatter plots
    Targets, Traffic Lights, and Tolstoy....
                        Programmed in:
                               •  R
                            •  Excel


                            Contact:
                         denswei@gmail.com
                                 '

         www.Dennis-Sweitzer.com
'

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Splatter Plots2,Sweitzer,2011dec13

  • 1. Splatter plots Traffic Lights, Targets, and Tolstoy.... A Data Rich Graphic that is: •  Comprehensive •  Reducible •  Diagnostic •  Visual •  Geometric •  Expandable •  Versatile •  Easy!
  • 2. !"#$%&' •  ()*+,-,+*#.$+'#*'#'/$#)0+&'')"'1)23+#4'#%%+5.$6',+781,+4' •  9"5-,+3+)%1:+&''#'31/3'$+:+$'":+,:1+;'"<'+:+,6*31)/' •  =+4801.$+&''")+'0#)'7810>$6'?4,1$$'4";)@' •  A1#/)"%B0&'-,".$+5%'#,+'".:1"8%'#)4'14+)BC#.$+' •  D800+%%+%&'".:1"8%E'.8*')"*'":+,%3#4";1)/'-,".$+5%' •  F--,"-,1#*+'$+:+$'"<'-,+01%1")' •  G1%8#$E')"*':+,.#$&'';1*3"8*',+#41)/' –  0"5-#,+E'0")*,#%*E'H'1)*+,-,+*'' •  !+"5+*,10&''14+)B<6'.6'-"%1B")E'#)/$+'H'%3#-+E')"*'$#.+$%I' •  JK-#)4#.$+&'''L'M)0+,*#1)*6'+%B5#*+%''L'"*3+,'+$+5+)*%' '''
  • 3. A+C)1)/'N+*#-3",&'O,#P0'Q1/3*%' On the road For a Meeting a in Traffic project: goal: GO! Success! Certainly YES! STOP! Failure! Certainly NOT! CAUTION! HURRY! Unclear! Maybe yes…. PREPARE TO Ambiguous! Maybe not…. STOP! Uncertain!
  • 4. ' A+C)1)/'N+*#-3",&'O,#P0'Q1/3*%' Consider testing a medical treatment. A good treatment is: (1) Safe (2) Effective (3) Easy to use (4) Inexpensive ()%!*+%,*-%.*!/,&!! ⇒!"#$$%&&'!!! 0!",1%!!!!!!!!!!!!!!0!23%$45%!! 02,&6!*7!8&%!!0!9.%:;%.&<5%! ()%!*+%,*-%.*!/,&!$=%,+=6! 0!>7*!",1%!!!!!!!!!!?@!!!!0>7*!23%$45%!! ⇒!C,<=#+%'!!! ?@!0A,+B!*7!8&%!!?@!0!2:;%.&<5%! O3+'*,+#*5+)*';#%')"*&' R'D#<+'+)"8/3''S=''RJT+0B:+'+)"8/3' ⇒!D-E<F#7#&G!!! S=''RJ#%6'+)"8/3'*"'8%+''' S=''R()+K-+)%1:+'+)"8/3 ' S='UII'
  • 5. A+C)1)/'N+*#-3",&'O#,/+*' Easy?? Effective?? Ready! AIM! FIRE! N8$B-$+'%3"*%E'' Cost ?? SCORE! Safe?? ")+'-+,'%*846'#[,1.8*+'
  • 7. A+C)1)/'N+*#-3",&'O"$%*"6' ' “Happy families are all alike; Each unhappy family is unhappy in it’s own way” --Leo Tolstoy, Anna Karenina Unhappy! Happy! Unhappy! Has issues! At a glance, can see successes & failures!—And Where!
  • 8. 9"):+)B")&'O3+';#*+,$1)+' @/"A*#$)*#7+$*,%>'*&' •  ^)";)'8)>)";)%' •  O31)/%';+'>)";'' ;+'4")@*'>)";' •  J/E'+P0#06' •  B)>'!1#$"#!*$#&1#"C#$)*#!,"&'.# #D:EFGB#)+A*#1"?*#H,**':I' J*%"7#$)*#7+$*,%>'*K# •  M)>)";)'8)>)";)%' •  O31)/%';+'4")@*'>)";'' ''';+'4")@*'>)";' •  J/E'%#<+*6' • B)>'!1#$"#1>'5#&1# 'D:EFGB#0<B#)+A*#+'-#L*.:I#
  • 10. 9"5-$+K'9"):+)B")&'O3+'_2<"$4'Z#6' At a glance, can see (1)  Overall Success/failure for each study: (2)  Kinds of problems
  • 11. F441)/'9")C4+)0+`9+,*#1)*6'=#)/+%' Elicited opinions, Statistical Calculations •  Best Case /Worst Case •  Hi/Med/Low Uncertainty •  Best likely / Worst Likely •  Optimistic / Pessimistic •  Estimates + 95% Confidence Intervals
  • 12. ]1$1)/'")'*3+'D65."$%' Circles and pluses and X’es, oh my! ]+,3#-%&' a'!D-$#*%'#,+'-"1)*'+%B5#*+%' S'!']#%*'J%B5#*+%' L''!'S-B5#$'V)10+'*"'3#:+XY' b''!'O3+'0"5-+BB")Y'
  • 13. F5.1/81*6'#)4'(,,+$+:#)0+' F5.1/81*6'"<'F5.+,'V#)4'=+4X&' •  F.":+'*3+';#*+,'$1)+'c'1,,+$+:#)*' •  W+$";'*3+';#*+,'$1)+'c''9#8B")E'-"%%1.$+',+4'#3+#4' M%+'01,0$+'<",'*31)/%'*3#*'4")@*' 5#[+,'V#)65",+X' ! D"5+*31)/'1%'=+4'SdQe'' 1<'1*';1$$'%*"-'*3+'-,"+0*' ! D"5+*31)/'1%'F5.+,'SdQe'1<'1*' 51/3*'*8,)',+4' ! D"5+*31)/'1%'!,++)'SdQe'1<' 5++*%'".+0B:+%' Solid Red! STOP Red Circle ! Would stop, if it mattered Solid Amber! CAUTION Amber Circle ! Don’t know, don’t care?? Sold Green ! GO Green Circle ! Possible GO, w/Caveats
  • 14. 93#)/+'"<']+,%-+0B:+' B)*#MN>.*?>"%"!>(+%#B,>+.K# Epidemiology '''''''''''''''''''' ' # ''' ###@!*'$'0#8%+%'*3+'41%+#%+' ###O"1$'/+*%'*3+'41%+#%+' ###M'A>,"'?*'$&'.,1)/%' *3+5'*"/+*3+,' ' '''F$$'f'#*'")0+' '''⇒'EPIDEMIC' ' '
  • 15. Epidemiology: Age groups & factors' D3";%&' •  W+%*'+%B5#*+%'' •  ;1*3'8)0+,*#1)*6' D+0*",%&' •  J):1,")5+)*' •  J$4+,$6' •  N142$1<+' •  e"8)/'F48$*' •  931$4,+)' Z1*31)'#/+%' •  G1,8$+)0+' •  ]#*3"/+)101*6' •  ()<+0B:1*6' 3 reds in a zone ! very bad!
  • 16. Splatter plots Targets, Traffic Lights, and Tolstoy.... Programmed in: •  R •  Excel Contact: denswei@gmail.com ' www.Dennis-Sweitzer.com '