Análisis de Base de Ames

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Variables Cuantitativas 35 Medición de Escala Ejemplos Tipo de Variable Variabl Razón Sale Pri Intervalo Garage Y Ordinal Lot Sha Nominal MS SubC Variables Orden PI MS subclase MS !oni"icaci#n del "rente del lote  $rea del lote Calle Calle%#n &or'a Lote tierra del contorno (tilidades Lote Con"ig )erreno una cuesta Barrio condici#n * condici#n + Bldg )ipo ,stilo de casa ,n general -ual Cond general  ./o de construcci#n AN GLE

Transcript of Análisis de Base de Ames

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Variables Cuantitativas

35

Medición de Escala Ejemplos

Tipo de Variable Variabl

Razón Sale Pri

Intervalo Garage Y

Ordinal Lot Sha

Nominal MS SubC

Variables

Orden

PI

MS subclaseMS !oni"icaci#n

del "rente del lote

 $rea del lote

Calle

Calle%#n

&or'a Lote

tierra del contorno

(tilidades

Lote Con"ig

)erreno una cuestaBarrio

condici#n *

condici#n +

Bldg )ipo

,stilo de casa

,n general -ual

Cond general

 ./o de construcci#n

AN

GLE

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 ./o 0e'od 1 ./adir 

,stilo de te%ado

techo Matl

*2 eterior 

+ eterior 

)ipo Mas 60

Mas $rea 60,ter -ual

,ter Cond

&undaci#n

Bs't -ual

Bs't Cond

La eposici#n Bs't

)ipo * Bs't&in

Bs't&in S& *

)ipo + Bs't&in

Bs't&in S& +Bs't (n" S&

)otal Bs't S&

Cale"acci#n

Cale"acci#n -C

 .ire central

,lctrico

* de 0P& S&

+nd &lr S&

Ba%o -ual aleta S&

Gr $rea Li8

Bs't ba/o co'pleto

Bs't Medio Ba/o

Ba/o co'pleto

Medio ba/o

 .b8Gr dor'itorio

cocina .b8Gr 

cocina -ual

)ot0's .b8Grd

&uncional

chi'eneas

-u chi'enea

)ipo de gara%e

Gara%e ./o Blt

gara%e &inali9ar 

Coches de gara%e

 $rea de gara%e

gara%e -ual

Cond gara%e

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pa8i'entada ri8e

Cubierta de 'adera S&

 .bierto Porche S&

porche cerrado

3Ssn Porche

Porche de pantalla

 $rea de piscinapiscina -C

Cerca

Caracter:stica 'iscel;neos

arios al

Mo endido

<r endido

)ipo de 8enta

8enta ,stado

Precio de 8enta

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Variables Cualitativas

47

s

  ce

  r Blt

  pe

lass

 MARIA AGUIRRE SANCHEZ JAIRO ANDRES ARIZADA IDAMIS BARRIOS VILLA

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Order PID MS SubClass MS Zonin Lo! "ron!ae Lo! Area#$%& %'%((%)#(% %(% RM #%$ #((%*#$%) %'%((%)((% %)* RM +) #+$+&#$%+ %'%($%%##% #'% RM &' '#,(

#$%' %'%($%%(#* %*% RM #%% #(&&*#$#% %'%($%%(&% %)* RM *$ *$*%#$## %'%($%##,% %)% RM $, ,*)##$#( %'%($%##*% %*% RM &' '#,$#$#$ %'%($%,%&% #'% RM &% '&%%#$#, %'%($%*%+% %)* RM &% '&%%#$#* %'%($%&#(% %)% RM &% &%%%#$#& %'%($%&#$% %)% RM &% '&%%#$#) %'%($(&%&% #'% RM &% #%+%%#$#+ %'%($(+%,% %)* RM $* &$%%

#$#' %'%($$%%#% %)% RM *% *(*%#$(% %'%(,%#%#% %*% RM *)%%#$(# %'%(,%##(% %)* RM )* #$*%%#$(( %'%(,%((&% %)% RM &% ##$,%#$($ %'%(,%*%)% %)% RM &% #%+%%#$(, %'%(,%&%(% %(% RM &* ')*%#$(* %'%(,%&%'% %*% RM +# #(#*%#$(& %'%(,()%,* %(% RM )% #()%(#$() %'%(,()#*% %(% RM *( +*#&#$(+ %'%$(%#%$% %$% RL ** )####$(' %'%$(%,%#% %*% RM ),(*#$$% %'%$(%,%'* %,% RM *% '#%%#$$# %'%$(%&%)% %*% RL )%#%#$$( %'%$((*%*% %,* RM *% &#$%#$$$ %'%$((*#,% %*% RM *% *%%%#$$, %'%$((*#&% %)% RM *' *+)%#$$* %'%$((&%&% %*% RM *% &%%%#$$& %'%$((&#*% %$% RM *% &%%%#$$) %'%$(()%+% %*% RM *% &%%%#$$+ %'%$((+%,% %*% RM *% &%%%#$$' %'%$((+%&% %*% RM *% &%%%

#$,% %'%$((+%'% %,* RM *% *%%%#$,# %'%$($%##% %*% RM &% **(%#$,( %'%$($%#(% %(% RM '' *',%#$,$ %'%$($#%+% %*% RM *( &(,%#$,, %'%$($(%$% %$% RM &#(%#$,* %'%$($(%'% %*% RM *( &(,%#$,& %'%$($$%+% %*% RM *( &(,%#$,) %'%$($,%'% %)% RM *# &#(%

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#$,+ %'%$($,#%% %*% RM *# &#(%#$,' %'%$($*%#% %)% RM &% &#**#$*% %'%$($*#%% %$% RM &% &$(,#$*# %'%$($&%#% %*% RM *% +&$*#$*( %'%$,%%#+% %*% RL &, #$%*$#$*$ %'%$,%#%(% %*% RL &% '#(%

#$*, %'%$,%#%$% %*% RL &% '#,,#$** %'%$,%#%*% %*% RL '#,,

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S!ree! Alle- Lo! S.a/e U!ili!ies Lo! Con0Pa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , Inside

Pa1e Gr1l $ L1l , InsidePa1e NA , L1l , CornerPa1e Gr1l , L1l , InsidePa1e Gr1l , L1l , CornerPa1e Gr1l , L1l , InsidePa1e Gr1l , L1l , InsidePa1e Gr1l , L1l , CornerPa1e NA , L1l , InsidePa1e Pa1e , L1l , InsidePa1e Gr1l , L1l , Inside

Pa1e Pa1e , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e Gr1l , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA $ Bn2 , InsidePa1e NA $ Bn2 , CornerPa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , CornerPa1e NA , L1l , InsidePa1e NA , HLS , InsidePa1e NA , L1l , CornerPa1e NA , L1l , InsidePa1e NA , L1l , Inside

Pa1e NA , Bn2 , InsidePa1e NA $ L1l , "R(Pa1e NA $ L1l , "R$Pa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , InsidePa1e NA , L1l , Inside

LandCon!our

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Pa1e NA , L1l , InsidePa1e NA $ L1l , "R$Pa1e NA $ L1l , InsidePa1e NA , L1l , InsidePa1e Pa1e , Bn2 , InsidePa1e Pa1e , L1l , Inside

Pa1e Pa1e , L1l , InsidePa1e Pa1e , L1l , Inside

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Land Slo/e Condi!ion # Condi!ion ( Bld 3-/e House S!-le# Old3o4n Nor5 Nor5 #"a5 #S!or-# Old3o4n Nor5 Nor5 #"a5 (6*"in# Old3o4n Nor5 Nor5 (75Con (S!or-

# Old3o4n Ar!er- Nor5 #"a5 #6*"in# Old3o4n Ar!er- Nor5 #"a5 (S!or-# Old3o4n Nor5 Nor5 #"a5 (S!or-# Old3o4n Nor5 Nor5 #"a5 #6*"in# Old3o4n Nor5 Nor5 (75Con (S!or-# Old3o4n Nor5 Nor5 #"a5 (6*Un7  # Old3o4n Nor5 Nor5 #"a5 (S!or-# Old3o4n Nor5 Nor5 #"a5 (S!or-# Old3o4n Nor5 Nor5 (75Con #6*"in# Old3o4n Nor5 Nor5 #"a5 (6*Un7  

# Old3o4n Nor5 Nor5 #"a5 (S!or-# Old3o4n Nor5 Nor5 #"a5 #6*"in# Old3o4n Ar!er- PosA #"a5 (6*Un7  # Old3o4n Nor5 Nor5 #"a5 (S!or-# Old3o4n Nor5 Nor5 #"a5 (S!or-# Old3o4n Nor5 Nor5 #"a5 #S!or-# Old3o4n Nor5 Nor5 #"a5 #6*"in# Old3o4n Nor5 Nor5 #"a5 #S!or-# Old3o4n Nor5 Nor5 #"a5 #S!or-# Br2Side Nor5 Nor5 #"a5 #S!or-# Br2Side RRAn Ar!er- #"a5 #6*"in# Br2Side RRAn "eedr #"a5 #S!or-# Br2Side Nor5 Nor5 #"a5 #6*"in# Br2Side Nor5 Nor5 #"a5 #6*Un7  # Br2Side "eedr Nor5 #"a5 #6*"in# Br2Side "eedr "eedr #"a5 (S!or-# Br2Side Nor5 Nor5 #"a5 #6*"in# Br2Side Nor5 Nor5 #"a5 #S!or-# Br2Side Nor5 Nor5 #"a5 #6*"in# Br2Side Nor5 Nor5 #"a5 #6*"in# Br2Side Nor5 Nor5 #"a5 #6*"in

( Br2Side Nor5 Nor5 #"a5 #6*Un7  # Br2Side "eedr Nor5 #"a5 #6*"in# Br2Side "eedr Nor5 #"a5 #S!or-# Br2Side Nor5 Nor5 #"a5 #6*"in# Br2Side Nor5 Nor5 #"a5 #S!or-# Br2Side Nor5 Nor5 #"a5 #6*"in# Br2Side Nor5 Nor5 #"a5 #6*"in# Old3o4n Ar!er- Nor5 #"a5 (S!or-

Nei.bor.ood

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# Old3o4n Ar!er- Nor5 #"a5 #6*"in# Br2Side RRNn "eedr #"a5 (S!or-# Br2Side "eedr RRNn #"a5 #S!or-# Br2Side Nor5 Nor5 #"a5 #6*"in# Br2Side Nor5 Nor5 #"a5 #6*"in# Br2Side Nor5 Nor5 #"a5 #6*"in

# Br2Side Nor5 Nor5 #"a5 #6*"in# Br2Side Nor5 Nor5 #"a5 #6*"in

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O1erall 8ual O1erall Cond 9ear Buil! Roo7 S!-le Roo7 Ma!l$ # #',' #''( Gable Co5/S.) ' #++% (%%( Gable Co5/S.* * #'%% (%%& Gable Co5/S.

* + #'#* #'*% Gable Co5/S.) + #'(% #'&* Gable Co5/S.* * #'#& #'*% Gable Co5/S.* ) #'%% (%%$ Gable Co5/S.* * #'(% #'&% Gable Co5/S.& * #'#) #'*% Gable Co5/S.* ' #'%* (%%* Gable Co5/S.) ' #'(+ (%%* Ga5brel Co5/S.& ) #'%* (%%% Gable Co5/S.& & #'#, (%%# Gable Co5/S.

+ * #+)( #'+) Gable Co5/S.) ) #'(& #'*% Gable Co5/S.#% ' #+'$ (%%% Gable Co5/S.( # #'(% #'*% Gable Co5/S.) ) #+'% #''' Gable Co5/S.* & #'*' #'*' Gable Co5/S.* * #'*, #'*, Gable Co5/S.* * #'*& #'*& Gable Co5/S., & #'*+ (%%& Gable Co5/S.* ) #'(+ #'+$ Gable Co5/S.) ) #',* #'*% Gable Co5/S.* & #'$% #'&% Gable Co5/S.* * #'$* #'*% Gable Co5/S.* & #'(, #'*% Gable Co5/S.* ) #',# (%%& Gable Co5/S.& ' #'%% (%%% Gable Co5/S.& ) #',% #'+' Gable Co5/S.* ) #'(, (%%$ Gable Co5/S.& ) #'(' #'*% Gable Co5/S.& ) #'$) (%%% Gable Co5/S.& * #'$' #'*% Gable Co5/S.

& ) #'(& #'*% Gable Co5/S.* ) #'(% #'') Gable Co5/S., ) #',& #'*% Gable Co5/S., ) #'(' #'*% Gable Co5/S.* & #',* #''* Gable Co5/S.* ) #'$% #''( Gable Co5/S.) * #'$' #'*% Gable Co5/S.* * #'($ #'*% Ga5brel Co5/S.

 9earRe5od:Add

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) * #'$# #'*% Gable Co5/S.& + #'(% #''' Gable Co5/S., & #'() #'*% Gable Co5/S.* * #',+ (%%# Gable Co5/S.& ) #'($ (%%% Ga5brel Co5/S.) & #'(* #'*% Gable Co5/S.

& , #'#* (%%, Gable Co5/S.* * #',% #'+( Gable Co5/S.

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E;!erior #s! E;!erior (nd E;!er 8ual E;!er CondMe!alSd Me!alSd None % $ $Ce5n!Bd C5en!Bd None % $ $Me!alSd Me!alSd None % $ (

<d Sdn <d Sdn None % $ $<d Sdn <d S.n None % $ $AsbS.n AsbS.n None % $ $Vin-lSd Vin-lSd None % $ $AsbS.n AsbS.n None % $ $AsbS.n AsbS.n None % $ $Me!alSd Me!alSd None % , $Me!alSd Me!alSd None % $ *<d Sdn <d Sdn None % $ $<d Sdn <d S.n None % $ $

Me!alSd Me!alSd None % $ ,<d Sdn <d Sdn None % $ $<d Sdn <d Sdn None % * *AsbS.n AsbS.n None % ( (<d Sdn <d S.n None % $ $Me!alSd Me!alSd Br2"a=e #&, $ $Me!alSd Me!alSd Br2"a=e $$* $ $Br2"a=e Br2"a=e None % $ $Me!alSd Me!alSd None % $ $<dS.in <d S.n None % , ,<d Sdn <d Sdn None % $ $Vin-lSd Vin-lSd None % $ $<d Sdn <d Sdn None % $ $Me!alSd Me!alSd None % $ $<d Sdn <d Sdn None % $ ,HdBoard HdBoard None % $ ,<d Sdn <d Sdn None % $ $<d Sdn <d Sdn None % $ (<dS.in <d S.n None % $ $<d Sdn <d Sdn None % $ ,<d Sdn <d Sdn None % $ $

Me!alSd Me!alSd None % $ $AsbS.n AsbS.n None % $ ,Me!alSd CBlo=2 None % $ $Me!alSd Me!alSd None % $ $Pl-4ood Pl-4ood None % $ ,Me!alSd Me!alSd None % $ $<d Sdn <d Sdn None % $ $<d Sdn <d Sdn None % $ $

Mas Vnr 3-/e

Mas VnrArea

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Br2"a=e <d S.n None % $ $<d Sdn <d Sdn None % $ $Me!alSd Me!alSd None % $ $<d Sdn <d Sdn None % $ $<d Sdn <d Sdn None % $ $<d Sdn <d Sdn None % $ ,

Vin-lSd Vin-lSd None % $ ,Me!alSd Me!alSd None % $ $

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"ounda!ion Bs5! 8ual Bs5! Cond Bs5!"in S" #Br23il ( ( % # %Br23il $ $ % # %Br23il ( $ % # %

Br23il $ $ % # %Br23il $ $ % , ##&Br23il $ $ % # %CBlo=2 $ $ % # %Br23il $ $ % $ ($,Br23il , $ % $ $#'Br23il ( $ % # %Br23il $ $ % $ #,#Br23il ( $ % # %CBlo=2 $ $ % # %

Br23il $ ( % ( (*'PCon= $ $ % # %Br23il $ $ % # %Br23il ( ( % # %Br23il $ $ % # %CBlo=2 $ $ % $ (%%Br23il $ $ % # %PCon= % % % % %CBlo=2 $ $ % # %Br23il $ $ % ( ,%&CBlo=2 $ ( % # %Br23il $ $ % # %Br23il $ $ % $ #)*Br23il $ $ % * )+,CBlo=2 $ $ % * &%%Br23il $ $ % # %CBlo=2 $ $ % * *(#Br23il $ ( % # %Br23il $ $ % # %Br23il $ $ % $ (%#CBlo=2 $ $ % ( (&,

Br23il $ $ % # %Br23il $ $ % * &+PCon= % % % %PCon= $ $ % , +%CBlo=2 % % % % %PCon= $ $ % # %Br23il $ $ % $ $%%Br23il $ $ % ( (%$

Bs5!E;/osure

Bs5!"in 3-/e #

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Br23il $ $ % # %Br23il ( ( % # %Br23il $ $ % # %CBlo=2 $ $ % , $$&Br23il $ $ % # %PCon= $ $ % $ $('

Br23il $ $ % # %CBlo=2 $ $ % $ $''

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Bs5!"in S" ( Bs5! Un7 S" Hea!in Hea!in 8C# % ,,+ ,,+ GasA $# % #,)% #,)% GasA ,# % )') )') GasA (

# % +)& +)& GasA $# % *%+ &(, GasA ,# % &(, &(, GasA ## % $,& $,& GasA ,# % )$' ')$ GasA (# % ,#& )$* O!.< ## % *)( *)( GasA ,# % *,+ &+' GasA ,# % ,+( ,+( GasA ,# % ),( ),( GasA ,

# % ,(* &+, O!.< ## % *)( *)( GasA (# % #($) #($) GasA $# % )($ )($ GasA (# % #$#$ #$#$ Gas< $# % )+, '+, GasA $# % #%*% #%*% GasA ,% % % % GasA $# % +&' +&' GasA (, ()$ $(' #%%+ GasA (# % &)( &)( GasA $# % ),( ),( GasA (# % +,' #%(, GasA (# % % )+, GasA $# % )( &)( GasA ,# % **, **, GasA ,# % ,&% '+# GasA ,# % ',' ',' GasA ,# % +&( +&( GasA (( #&( ,&( +(* GasA ,# % ,)* )$' GasA ,

# % ''( ''( GasA ,# % ,') *&* GasA (% GasA (# % &(, )%, GasA ,% % % % GasA $# % #%)+ #%)+ GasA (( (,% ,,' '+' GasA (# % +') ##%% GasA (

Bs5!"in 3-/e (

 3o!al Bs5!S"

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# % '*( '*( GasA $# % &## &## GasA ,# % *(% *(% GasA #& ,# ('* &)( GasA (# % +$$ +$$ GasA $# % &') #%(& GasA ,

# % +#% +#% GasA ,# % ,+, ++$ GasA $

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Cen!ral Air Ele=!ri=al #s! "lr S" (nd "lr S" Gr Li1 Area 9 , #*++ % % #*++ 9 , #&)* #+#+ % $,'$N $ +$% )') % #&()

 9 , +)& *,% % #,#& 9 , )$% )(% % #,*%N , &(, )(% % #$,,

 9 , )%' $%+ % #%#) 9 # #$)) ')$ % ($*%N , ##$, '(, % (%*+

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 9 , ),( ),( % #,+,

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 9 , #$#$ ##+( % (,'* 9 , '+, % % '+,N ( #%*% ),* % #)'*

 9 $ ++( % % ++( 9 , #%'$ % % #%'$ 9 , ##,$ % % ##,$ 9 , ##'* ,)$ % #&&+ 9 $ ))' % #*& '$* 9 , ##,, *', % #)$+ 9 , )+, % % )+, 9 , +$( $)+ % #(#% 9 , )$& **, % #('% 9 , #%#, &*+ % #&)( 9 , ',' % % ',' 9 , '*% (%+ % ##*+ 9 , +(* &)( % #,') 9 , +), ,&+ % #$,(

 9 , #%#$ % % #%#$ 9 , *&* &*# % #(#& 9 $ +'& % % +'& 9 , &(, *#( % ##$&N , +%+ % % +%+

 9 , ##(+ ,,* % #*)$ 9 , #(,* )&, % (%%' 9 , #((& &)& % #'%(

Lo4 8ual "inS"

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 9 ( #%(( )*( % #)), 9 , )*# &## % #$&(N , *(% % % *(%

 9 , #%)( (#$ % #(+* 9 , #%*$ )'* % #+,+ 9 , ##$$ &+) % #+(%

 9 , ##)% *,& % #)#& 9 , '++ *#) % #*%*

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"ull Ba!. Hal7 Ba!.% % ( % * #% % $ % $ #% % ( % , (

% % # # , #% % # % $ #% % # % , #% % # % ( #% % ( % , (% % # # $ #% % # # $ #% % ( % $ #% % ( % $ (% % ( % $ #

% % ( % , #% % # % ( #% % $ # $ #% % # % ( #% % ( % * ## % # % ( #% % ( % , #% % # % ( #% % # % ( #% % # % ( #% % # # $ #% % # % ( #% % ( % $ ## % # % ( #% % # % $ #% % # # $ #% % # # $ #% % # % ( #% % # % $ #% % ( % $ #% % ( % ( (

% % # % $ ## % # % $ #

# % ( #% # # % ( #% % # % # #% % ( % $ #% % ( % , #% % ( % , #

Bs5! "ullBa!.

Bs5! Hal7Ba!.

Bedroo5Ab1Gr

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% % ( % ( (% % ( % $ #% % # % # ## % # % ( #% % # # , ## % ( % , #

% % ( % , ## % # % $ #

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  io es $ .abi!a=iones6

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IN3ERPRE3ACIKN  e el rano de nues!ros da!os se en=uen!ras en!re uno - =in=o6

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