BRAIN_41

Introducción

Partimos del fichero de datos de D. Javier Villalva, en la hoja de datos :

files = list.files(path='~/git/JVD_HEALTH/JVD_BRAIN/', pattern = '^[0-9].*.csv$')
nfiles= length(files)
lf    = list()  # almacen de chunk de datos
lf2   = list()  # estadisticos de varaición de los chunks de datos en cada fichero
lf4   = list()  # marcas de tiempo en el chunk
for ( i in files) {
  cat(paste("Procesando ",i,".\n",sep=""))
  lf[[i]]  = list()
  lf2[[i]] = list()
  lf4[[i]] = list()
  d  = read.csv2(file=i,skip=1,sep=",",header=FALSE,stringsAsFactors = FALSE)
  d  = apply(d,2,as.numeric)
  j  = (which(d[,1]==0)[1] - 1)
  dd = d[-c(1:j),]  # Se elimina el chunck inicial si no es completo
  jdx= (which(dd[,1]==0))
  edx= c((jdx-1)[-1],nrow(dd))
  rng= data.frame(desde=jdx,hasta=edx) # Rangos de chunks de datos en 'd'
  lsg= apply(rng,1,function(x){return(x[2]-x[1]+1)})
  idx= which(lsg==median(lsg))
  lsd= apply(rng[idx,],1,function(x,y){return(as.data.frame(y[x[1]:x[2],3:16]))},dd)
  lf[[i]] = lsd  # i-esimo chunck de datos
  apl= lapply(lsd,function(x){
                  return(apply(x,2,summary))}) # resumen de estadísticos de cada chunk
  ap2= ldply(apl,function(x){
              mx = x[4,];         
              vx = t(apply(x,1,function(x,y){return(x-y)},mx))
              vr = diff(apply(vx,2,range))
              return(vr)
            })  
  lf2[[i]]= ap2 # rangos de varaiación de cada variable en cada chunk
#
  # Se procesa el fichero de índice
  j  = paste("index-",i,sep="")
  d  = read.csv2(file=j,sep=";")
  org= paste("0:",as.character(d[,3]),sep="")
  end= paste("0:",as.character(d[,4]),sep="")
  vt = apply(data.frame(org=org,end=end),1,function(x){
              return(as.difftime(c(x[1],x[2]),units="secs"))}) # duración de las pruebas
  mp = apply(vt,2,function(x){return(x[2]-x[1])})-1
  mp[is.na(mp)]=0  # reemplazar marcas como '---'
  d[,5]=mp
  d[,6]=cumsum(mp)  # Compleatnndo los índices con marcas de tiempo
  for ( j in 2:nrow(d)) {
    if (is.na(d[j,"X.CPD.nA"])) {
      d[j,"X.CPD.nA"] = d[j-1,"X.CPD.nA"]
    }
  }  
  lf4[[i]]=d        # almacenamos las marcas de tiempo
                    # cada chunk registra 1s así el chunk 153 corresponde al ejercicio P-2 
                    # del usuario 1

}

## Procesando 001-001-12.12.16-13.01.25.csv.
## Procesando 002-002-15.12.16-11.28.27.csv.

rm(j,jdx,d,edx,rng,lsg,idx,apl,lsd,i,ap2)
#

Una vez procesados estos datos se observa que hay algunas variables que no están ajustadas, al menos según lo que se acostumbra a utilizar en el paquete eegAnalysis. En los datos de JVD (ver lf4[[i]]) existen participantes (4 en el primer fichero) y existen actividades (7 .- Check, P-1, P-2, P-3, Do, Act, Test) El dispositivo registra 14 canales y la frecuencia de muestreo 128Hz (128 muestras/s).

Se propone segmentar los valores de individuo, actividad y canal para estudiar sus correlaciones.

#
indice = list()
ds     = list()
posds  = 0
for ( i in files) {
  set_ind = unique(lf4[[i]][,1])
  set_act = as.character(unique(lf4[[i]][,2]))
  indice[[i]] = data.frame(Person=lf4[[i]][,1],Action=lf4[[i]][,2],ds=rep(NA,nrow(lf4[[i]])))
  from = c(1,lf4[[i]][,6])[1:nrow(lf4[[i]])]
  to   = c(lf4[[i]][,6]-1)  
  for ( j in set_ind) {
    for ( k in set_act) {
      l = which(lf4[[i]][,1]==j & lf4[[i]][,2]==k)
      sgd    =NULL  
      if (to[l] >= from[l]) {
        for ( n in (from[l]:to[l])) {
          if ( is.null (sgd)) {
            sgd = lf[[i]][[n]]
          } else {
            sgd = rbind(sgd,lf[[i]][[n]])
          }
        }
      }
      if (! is.null(sgd)) {
        posds = posds +1
        ds[[posds]] = sgd
        indice[[i]][l,3]=posds
      }
    }
  }
}
rm(posds,sgd,n,l,k,j,i)
#

Ahora tenemos las señales segmentadas por individuo, acción y calnal En lf4 tenemos los datos de cada experimento por segundo de prueba.

Los datos de los canales se almacenan para cada indice[fichero].

Calculo de Correlación

Vamos a calcular las correlaciones por persona entre las diferentes acciones y por canal para presentar los resultados. Esta correlación no escalará a base común, sino que se hará con la función CCF

#
Find_Max_CCF<- function(a,b) {
 d <- ccf(a, b, plot = FALSE)
 cor = d$acf[,,1]
 lag = d$lag[,,1]
 res = data.frame(cor,lag)
 res_max = res[which.max(res$cor),]
 return(res_max)
} 
#
nmc  = ncol(ds[[1]])
for (nam in as.character(unique(indice[[1]][,2]))) {
  idx  = list()
  for ( i in files) {
    idx[[i]] = indice[[i]][as.character(indice[[i]][,2]) == nam,3]
    tdx = as.vector(idx[[i]])[! is.na(as.vector(idx[[i]]))]
    dms = ldply(tdx,function(x,y) { if( ! is.na(x)) {return(dim(y[[x]]))}},ds)
    mpt = max(dms[,1])
    for (k in 1:ncol(ds[[1]])) {
      dmm = matrix(NA,nrow=length(tdx),ncol=length(tdx))    
      for (s in 1:length(tdx)) {
        for (t in 1:length(tdx)) {
          dmm[s,t]= dmm[t,s] = Find_Max_CCF(ds[[tdx[s]]][,k],ds[[tdx[t]]][,k])[,1]
        }
      }
      cat(paste("File:", i,". Action:",nam,". Canal:",k,". There are ",length(tdx), 
                " people. Below CCF Correlation Matrix",sep=""))
      print(xtable(dmm),type="html")
    }
  }
}

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.15	-0.03	0.17
2	0.15	1.00	0.14	-0.05
3	-0.03	0.14	1.00	0.31
4	0.17	-0.05	0.31	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.25	-0.06	0.01
2	0.25	1.00	0.00	0.06
3	-0.06	0.00	1.00	0.04
4	0.01	0.06	0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.02	-0.15	-0.17
2	0.02	1.00	-0.11	-0.03
3	-0.15	-0.11	1.00	0.29
4	-0.17	-0.03	0.29	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	-0.24	-0.26
2	0.03	1.00	0.13	0.04
3	-0.24	0.13	1.00	0.07
4	-0.26	0.04	0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.10	-0.10	0.04
2	0.10	1.00	0.44	0.16
3	-0.10	0.44	1.00	0.04
4	0.04	0.16	0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.11	0.04	-0.09
2	0.11	1.00	0.11	0.10
3	0.04	0.11	1.00	-0.08
4	-0.09	0.10	-0.08	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.29	-0.24	0.05
2	-0.29	1.00	0.10	-0.03
3	-0.24	0.10	1.00	0.11
4	0.05	-0.03	0.11	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.15	-0.08	-0.10
2	-0.15	1.00	-0.01	0.03
3	-0.08	-0.01	1.00	0.04
4	-0.10	0.03	0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	-0.07	0.02
2	0.05	1.00	0.00	0.04
3	-0.07	0.00	1.00	-0.00
4	0.02	0.04	-0.00	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.14	-0.24	-0.01
2	0.14	1.00	0.11	0.08
3	-0.24	0.11	1.00	-0.04
4	-0.01	0.08	-0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.02	-0.04	0.15
2	0.02	1.00	0.09	-0.02
3	-0.04	0.09	1.00	-0.10
4	0.15	-0.02	-0.10	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.11	-0.06	0.08
2	0.11	1.00	0.02	0.10
3	-0.06	0.02	1.00	0.04
4	0.08	0.10	0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.04	0.33	-0.01
2	0.04	1.00	-0.04	0.02
3	0.33	-0.04	1.00	0.01
4	-0.01	0.02	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Check. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.15	0.12	0.09
2	0.15	1.00	0.08	-0.07
3	0.12	0.08	1.00	0.30
4	0.09	-0.07	0.30	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.12	0.20	0.02
2	0.12	1.00	-0.25	0.46
3	0.20	-0.25	1.00	-0.14
4	0.02	0.46	-0.14	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.11	-0.00	-0.13
2	0.11	1.00	0.19	-0.16
3	-0.00	0.19	1.00	0.10
4	-0.13	-0.16	0.10	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.30	0.43	0.21
2	0.30	1.00	0.58	0.31
3	0.43	0.58	1.00	0.12
4	0.21	0.31	0.12	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.29	-0.07	-0.11
2	0.29	1.00	0.24	0.04
3	-0.07	0.24	1.00	0.11
4	-0.11	0.04	0.11	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.35	-0.02	-0.13
2	0.35	1.00	0.16	0.28
3	-0.02	0.16	1.00	0.01
4	-0.13	0.28	0.01	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.14	-0.02	-0.06
2	-0.14	1.00	0.49	-0.39
3	-0.02	0.49	1.00	-0.07
4	-0.06	-0.39	-0.07	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.36	-0.23	-0.03
2	-0.36	1.00	-0.70	-0.28
3	-0.23	-0.70	1.00	0.24
4	-0.03	-0.28	0.24	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.21	-0.05	0.32
2	-0.21	1.00	0.18	0.24
3	-0.05	0.18	1.00	0.22
4	0.32	0.24	0.22	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.14	0.02	0.03
2	0.14	1.00	-0.04	0.18
3	0.02	-0.04	1.00	0.04
4	0.03	0.18	0.04	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	0.06	0.05
2	0.03	1.00	0.08	0.11
3	0.06	0.08	1.00	0.07
4	0.05	0.11	0.07	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.07	0.29	0.13
2	-0.07	1.00	0.14	-0.21
3	0.29	0.14	1.00	-0.40
4	0.13	-0.21	-0.40	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.02	0.09	-0.48
2	0.02	1.00	0.23	-0.23
3	0.09	0.23	1.00	-0.22
4	-0.48	-0.23	-0.22	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.18	0.06	0.01
2	0.18	1.00	0.04	-0.00
3	0.06	0.04	1.00	0.08
4	0.01	-0.00	0.08	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Check. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.19	-0.06	0.07
2	0.19	1.00	-0.12	0.30
3	-0.06	-0.12	1.00	0.03
4	0.07	0.30	0.03	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	0.10	0.52
2	0.05	1.00	-0.07	0.08
3	0.10	-0.07	1.00	0.08
4	0.52	0.08	0.08	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.08	0.05	0.48
2	0.08	1.00	-0.01	0.08
3	0.05	-0.01	1.00	0.07
4	0.48	0.08	0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.19	0.05	0.10
2	0.19	1.00	-0.10	0.05
3	0.05	-0.10	1.00	0.12
4	0.10	0.05	0.12	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.06	0.19	0.45
2	-0.06	1.00	-0.09	-0.07
3	0.19	-0.09	1.00	0.07
4	0.45	-0.07	0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.04	0.06	-0.06
2	0.04	1.00	0.05	-0.25
3	0.06	0.05	1.00	0.01
4	-0.06	-0.25	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.01	-0.05	0.09
2	0.01	1.00	-0.08	-0.17
3	-0.05	-0.08	1.00	0.01
4	0.09	-0.17	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	0.00	0.11
2	0.03	1.00	0.01	0.09
3	0.00	0.01	1.00	0.02
4	0.11	0.09	0.02	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.02	0.01	0.12
2	-0.02	1.00	-0.01	0.05
3	0.01	-0.01	1.00	0.01
4	0.12	0.05	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.00	0.03	0.26
2	0.00	1.00	0.03	0.04
3	0.03	0.03	1.00	0.01
4	0.26	0.04	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.01	0.03	0.50
2	0.01	1.00	-0.04	0.06
3	0.03	-0.04	1.00	0.04
4	0.50	0.06	0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.01	0.11	0.77
2	0.01	1.00	0.16	0.05
3	0.11	0.16	1.00	0.13
4	0.77	0.05	0.13	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.04	0.16	0.74
2	0.04	1.00	0.04	0.07
3	0.16	0.04	1.00	0.06
4	0.74	0.07	0.06	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.07	0.00	-0.06
2	0.07	1.00	-0.01	-0.05
3	0.00	-0.01	1.00	0.04
4	-0.06	-0.05	0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-1. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.01	0.09	0.54
2	0.01	1.00	0.09	0.04
3	0.09	0.09	1.00	0.07
4	0.54	0.04	0.07	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.08	0.16	0.03
2	0.08	1.00	0.04	-0.05
3	0.16	0.04	1.00	0.04
4	0.03	-0.05	0.04	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.19	-0.02	0.08
2	0.19	1.00	0.02	-0.04
3	-0.02	0.02	1.00	0.09
4	0.08	-0.04	0.09	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.20	-0.03	-0.05
2	0.20	1.00	0.10	-0.11
3	-0.03	0.10	1.00	0.15
4	-0.05	-0.11	0.15	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	0.04	0.15
2	0.03	1.00	0.13	0.01
3	0.04	0.13	1.00	0.05
4	0.15	0.01	0.05	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.07	0.13	0.01
2	-0.07	1.00	0.01	-0.08
3	0.13	0.01	1.00	-0.03
4	0.01	-0.08	-0.03	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.12	-0.19	0.13
2	0.12	1.00	0.18	-0.03
3	-0.19	0.18	1.00	-0.02
4	0.13	-0.03	-0.02	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.00	-0.02	0.15
2	-0.00	1.00	-0.29	-0.12
3	-0.02	-0.29	1.00	0.11
4	0.15	-0.12	0.11	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.14	0.16	0.26
2	0.14	1.00	0.07	0.01
3	0.16	0.07	1.00	0.18
4	0.26	0.01	0.18	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.06	-0.01	0.03
2	0.06	1.00	0.06	0.01
3	-0.01	0.06	1.00	0.01
4	0.03	0.01	0.01	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.09	0.07	0.03
2	0.09	1.00	0.05	0.03
3	0.07	0.05	1.00	0.02
4	0.03	0.03	0.02	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.02	-0.05	0.27
2	0.02	1.00	0.12	0.29
3	-0.05	0.12	1.00	0.10
4	0.27	0.29	0.10	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.09	0.22	-0.02
2	0.09	1.00	0.18	-0.11
3	0.22	0.18	1.00	0.01
4	-0.02	-0.11	0.01	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.21	-0.08	-0.02
2	0.21	1.00	0.11	-0.01
3	-0.08	0.11	1.00	0.08
4	-0.02	-0.01	0.08	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-1. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	-0.02	0.04
2	0.03	1.00	0.10	0.09
3	-0.02	0.10	1.00	-0.01
4	0.04	0.09	-0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	0.24	-0.01
2	0.05	1.00	-0.02	-0.07
3	0.24	-0.02	1.00	-0.07
4	-0.01	-0.07	-0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.05	0.03	-0.11
2	-0.05	1.00	0.11	0.09
3	0.03	0.11	1.00	-0.04
4	-0.11	0.09	-0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.01	-0.01	-0.07
2	0.01	1.00	0.21	0.04
3	-0.01	0.21	1.00	0.05
4	-0.07	0.04	0.05	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.16	0.13	-0.11
2	0.16	1.00	0.30	-0.06
3	0.13	0.30	1.00	0.02
4	-0.11	-0.06	0.02	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.05	0.06	-0.11
2	-0.05	1.00	0.02	-0.05
3	0.06	0.02	1.00	-0.03
4	-0.11	-0.05	-0.03	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.07	0.11	0.01
2	-0.07	1.00	-0.01	0.01
3	0.11	-0.01	1.00	-0.00
4	0.01	0.01	-0.00	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.10	-0.03	-0.02
2	0.10	1.00	-0.02	0.05
3	-0.03	-0.02	1.00	0.01
4	-0.02	0.05	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.11	0.08	0.07
2	0.11	1.00	0.05	0.16
3	0.08	0.05	1.00	0.08
4	0.07	0.16	0.08	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.01	0.09	0.05
2	0.01	1.00	0.01	-0.01
3	0.09	0.01	1.00	-0.01
4	0.05	-0.01	-0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.03	0.15	0.04
2	-0.03	1.00	0.02	0.00
3	0.15	0.02	1.00	-0.09
4	0.04	0.00	-0.09	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.04	0.09	-0.01
2	-0.04	1.00	-0.03	-0.04
3	0.09	-0.03	1.00	0.00
4	-0.01	-0.04	0.00	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.09	0.13	0.02
2	0.09	1.00	0.01	0.13
3	0.13	0.01	1.00	0.01
4	0.02	0.13	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.06	0.05	-0.10
2	0.06	1.00	0.01	0.09
3	0.05	0.01	1.00	-0.02
4	-0.10	0.09	-0.02	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-2. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	0.10	-0.05
2	0.03	1.00	-0.06	0.05
3	0.10	-0.06	1.00	-0.06
4	-0.05	0.05	-0.06	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.04	0.14	0.02
2	0.04	1.00	-0.07	0.17
3	0.14	-0.07	1.00	0.08
4	0.02	0.17	0.08	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.04	-0.10	0.17
2	-0.04	1.00	-0.00	-0.11
3	-0.10	-0.00	1.00	0.06
4	0.17	-0.11	0.06	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.07	0.15	0.00
2	0.07	1.00	-0.12	0.02
3	0.15	-0.12	1.00	-0.09
4	0.00	0.02	-0.09	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	0.11	0.06
2	0.03	1.00	-0.01	0.22
3	0.11	-0.01	1.00	0.12
4	0.06	0.22	0.12	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.15	0.01	-0.02
2	0.15	1.00	0.05	0.03
3	0.01	0.05	1.00	0.17
4	-0.02	0.03	0.17	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.04	-0.14	0.11
2	-0.04	1.00	0.00	0.12
3	-0.14	0.00	1.00	0.18
4	0.11	0.12	0.18	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.04	-0.01	-0.30
2	-0.04	1.00	0.04	0.06
3	-0.01	0.04	1.00	0.17
4	-0.30	0.06	0.17	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.27	0.12	0.09
2	0.27	1.00	0.25	0.09
3	0.12	0.25	1.00	0.05
4	0.09	0.09	0.05	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.07	0.07	0.09
2	0.07	1.00	0.01	0.14
3	0.07	0.01	1.00	0.10
4	0.09	0.14	0.10	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	0.04	0.04
2	0.05	1.00	0.05	0.04
3	0.04	0.05	1.00	0.04
4	0.04	0.04	0.04	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	-0.22	0.05
2	0.03	1.00	0.34	0.10
3	-0.22	0.34	1.00	0.17
4	0.05	0.10	0.17	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.26	0.04	0.03
2	0.26	1.00	0.09	-0.04
3	0.04	0.09	1.00	0.21
4	0.03	-0.04	0.21	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.13	0.08	0.04
2	0.13	1.00	0.02	-0.03
3	0.08	0.02	1.00	0.21
4	0.04	-0.03	0.21	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-2. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.07	-0.02	0.09
2	0.07	1.00	-0.04	-0.07
3	-0.02	-0.04	1.00	0.09
4	0.09	-0.07	0.09	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.02	0.02	0.12
2	-0.02	1.00	0.05	0.07
3	0.02	0.05	1.00	0.00
4	0.12	0.07	0.00	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.00	0.02	0.10
2	-0.00	1.00	0.03	-0.05
3	0.02	0.03	1.00	0.01
4	0.10	-0.05	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.18	0.13	0.04
2	0.18	1.00	-0.03	-0.06
3	0.13	-0.03	1.00	-0.05
4	0.04	-0.06	-0.05	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.36	0.02	0.00
2	0.36	1.00	0.02	-0.03
3	0.02	0.02	1.00	0.01
4	0.00	-0.03	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.17	0.04	0.03
2	-0.17	1.00	-0.03	0.02
3	0.04	-0.03	1.00	-0.06
4	0.03	0.02	-0.06	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	-0.01	0.18
2	0.03	1.00	-0.00	0.12
3	-0.01	-0.00	1.00	0.01
4	0.18	0.12	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.18	0.10	-0.00
2	0.18	1.00	-0.20	0.02
3	0.10	-0.20	1.00	-0.07
4	-0.00	0.02	-0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.01	0.02	0.15
2	-0.01	1.00	-0.01	0.06
3	0.02	-0.01	1.00	-0.03
4	0.15	0.06	-0.03	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.00	0.02	0.05
2	-0.00	1.00	-0.08	-0.18
3	0.02	-0.08	1.00	0.02
4	0.05	-0.18	0.02	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.06	-0.01	-0.02
2	0.06	1.00	-0.02	-0.13
3	-0.01	-0.02	1.00	0.03
4	-0.02	-0.13	0.03	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.08	-0.02	0.17
2	0.08	1.00	0.07	0.02
3	-0.02	0.07	1.00	0.04
4	0.17	0.02	0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.01	0.02	0.02
2	-0.01	1.00	0.00	-0.02
3	0.02	0.00	1.00	0.02
4	0.02	-0.02	0.02	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.24	0.01	0.10
2	0.24	1.00	-0.04	0.28
3	0.01	-0.04	1.00	0.06
4	0.10	0.28	0.06	1.00

File:001-001-12.12.16-13.01.25.csv. Action:P-3. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.00	0.03	-0.04
2	0.00	1.00	0.08	-0.04
3	0.03	0.08	1.00	0.01
4	-0.04	-0.04	0.01	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.07	-0.11	0.13
2	0.07	1.00	0.13	0.04
3	-0.11	0.13	1.00	-0.11
4	0.13	0.04	-0.11	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.19	-0.05	-0.07
2	0.19	1.00	0.05	0.05
3	-0.05	0.05	1.00	0.01
4	-0.07	0.05	0.01	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.02	0.22	0.08
2	0.02	1.00	-0.04	0.06
3	0.22	-0.04	1.00	-0.06
4	0.08	0.06	-0.06	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.16	0.10	0.00
2	0.16	1.00	0.09	0.01
3	0.10	0.09	1.00	0.05
4	0.00	0.01	0.05	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.22	0.16	-0.00
2	0.22	1.00	0.08	0.13
3	0.16	0.08	1.00	0.08
4	-0.00	0.13	0.08	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	0.04	0.09
2	0.05	1.00	-0.09	0.17
3	0.04	-0.09	1.00	0.29
4	0.09	0.17	0.29	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.22	0.02	0.20
2	0.22	1.00	-0.10	-0.05
3	0.02	-0.10	1.00	0.01
4	0.20	-0.05	0.01	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	0.17	-0.13
2	0.05	1.00	0.01	-0.11
3	0.17	0.01	1.00	-0.15
4	-0.13	-0.11	-0.15	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.01	0.06	0.04
2	0.01	1.00	0.07	0.04
3	0.06	0.07	1.00	0.06
4	0.04	0.04	0.06	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	0.04	0.04
2	0.05	1.00	0.03	0.04
3	0.04	0.03	1.00	0.03
4	0.04	0.04	0.03	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.13	-0.13	-0.02
2	0.13	1.00	0.19	0.11
3	-0.13	0.19	1.00	-0.03
4	-0.02	0.11	-0.03	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.15	0.20	-0.10
2	0.15	1.00	0.20	-0.07
3	0.20	0.20	1.00	-0.21
4	-0.10	-0.07	-0.21	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.06	0.12	0.04
2	0.06	1.00	-0.04	0.12
3	0.12	-0.04	1.00	0.07
4	0.04	0.12	0.07	1.00

File:002-002-15.12.16-11.28.27.csv. Action:P-3. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.06	0.01	0.04
2	-0.06	1.00	0.07	0.07
3	0.01	0.07	1.00	0.03
4	0.04	0.07	0.03	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.21	0.00	0.03
2	0.21	1.00	0.03	-0.03
3	0.00	0.03	1.00	-0.01
4	0.03	-0.03	-0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.24	0.14	0.11
2	0.24	1.00	0.08	0.11
3	0.14	0.08	1.00	0.07
4	0.11	0.11	0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.06	-0.06	-0.07
2	0.06	1.00	0.02	0.22
3	-0.06	0.02	1.00	0.05
4	-0.07	0.22	0.05	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.11	-0.09	0.20
2	-0.11	1.00	-0.01	0.01
3	-0.09	-0.01	1.00	0.23
4	0.20	0.01	0.23	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.08	-0.06	0.13
2	0.08	1.00	-0.22	-0.06
3	-0.06	-0.22	1.00	0.21
4	0.13	-0.06	0.21	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.04	0.15	0.04
2	0.04	1.00	-0.15	-0.06
3	0.15	-0.15	1.00	0.21
4	0.04	-0.06	0.21	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.03	0.13	-0.02
2	-0.03	1.00	0.03	0.01
3	0.13	0.03	1.00	-0.07
4	-0.02	0.01	-0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.07	-0.04	-0.09
2	-0.07	1.00	-0.01	0.12
3	-0.04	-0.01	1.00	0.09
4	-0.09	0.12	0.09	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	0.03	0.01
2	0.05	1.00	0.03	-0.00
3	0.03	0.03	1.00	0.05
4	0.01	-0.00	0.05	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.08	-0.02	-0.03
2	0.08	1.00	0.15	-0.05
3	-0.02	0.15	1.00	0.03
4	-0.03	-0.05	0.03	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.07	-0.15	0.10
2	0.07	1.00	-0.08	0.08
3	-0.15	-0.08	1.00	-0.09
4	0.10	0.08	-0.09	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.02	0.02	-0.05
2	0.02	1.00	-0.05	0.18
3	0.02	-0.05	1.00	0.09
4	-0.05	0.18	0.09	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.09	0.03	0.20
2	0.09	1.00	0.02	0.23
3	0.03	0.02	1.00	-0.04
4	0.20	0.23	-0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Do. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.13	0.05	0.09
2	-0.13	1.00	-0.03	0.00
3	0.05	-0.03	1.00	-0.05
4	0.09	0.00	-0.05	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.05	-0.00	0.04
2	-0.05	1.00	-0.16	0.10
3	-0.00	-0.16	1.00	0.07
4	0.04	0.10	0.07	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.04	0.01	0.06
2	0.04	1.00	0.08	0.11
3	0.01	0.08	1.00	-0.05
4	0.06	0.11	-0.05	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.08	-0.01	-0.01
2	0.08	1.00	-0.10	-0.14
3	-0.01	-0.10	1.00	-0.06
4	-0.01	-0.14	-0.06	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.13	-0.07	0.12
2	0.13	1.00	0.08	0.09
3	-0.07	0.08	1.00	0.13
4	0.12	0.09	0.13	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.10	-0.08	0.01
2	-0.10	1.00	-0.01	0.12
3	-0.08	-0.01	1.00	0.05
4	0.01	0.12	0.05	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	0.14	0.03
2	0.05	1.00	0.36	0.15
3	0.14	0.36	1.00	0.08
4	0.03	0.15	0.08	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.09	-0.14	0.05
2	0.09	1.00	0.14	0.08
3	-0.14	0.14	1.00	0.15
4	0.05	0.08	0.15	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.17	0.37	0.28
2	0.17	1.00	0.09	-0.05
3	0.37	0.09	1.00	0.26
4	0.28	-0.05	0.26	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.02	0.14	0.06
2	0.02	1.00	0.06	0.07
3	0.14	0.06	1.00	0.10
4	0.06	0.07	0.10	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.03	0.05	0.04
2	0.03	1.00	0.03	0.02
3	0.05	0.03	1.00	0.03
4	0.04	0.02	0.03	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.05	0.44	0.20
2	0.05	1.00	0.13	0.01
3	0.44	0.13	1.00	0.24
4	0.20	0.01	0.24	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.04	0.10	0.03
2	-0.04	1.00	-0.02	0.16
3	0.10	-0.02	1.00	0.17
4	0.03	0.16	0.17	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.17	-0.09	0.12
2	0.17	1.00	0.13	0.14
3	-0.09	0.13	1.00	-0.05
4	0.12	0.14	-0.05	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Do. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.11	0.02	0.06
2	0.11	1.00	0.01	0.09
3	0.02	0.01	1.00	0.22
4	0.06	0.09	0.22	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.15	0.23	-0.11
2	-0.15	1.00	-0.01	0.12
3	0.23	-0.01	1.00	0.12
4	-0.11	0.12	0.12	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.18	0.14	-0.01
2	-0.18	1.00	-0.03	0.01
3	0.14	-0.03	1.00	0.09
4	-0.01	0.01	0.09	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.10	-0.39	0.28
2	0.10	1.00	0.12	-0.01
3	-0.39	0.12	1.00	0.14
4	0.28	-0.01	0.14	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.09	-0.04	-0.17
2	-0.09	1.00	0.21	0.02
3	-0.04	0.21	1.00	-0.11
4	-0.17	0.02	-0.11	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.10	0.04	-0.14
2	0.10	1.00	0.22	-0.19
3	0.04	0.22	1.00	-0.09
4	-0.14	-0.19	-0.09	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.34	-0.24	0.11
2	-0.34	1.00	0.23	0.00
3	-0.24	0.23	1.00	-0.09
4	0.11	0.00	-0.09	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.17	-0.37	0.28
2	-0.17	1.00	0.01	0.04
3	-0.37	0.01	1.00	-0.35
4	0.28	0.04	-0.35	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.08	0.03	0.15
2	-0.08	1.00	-0.01	0.02
3	0.03	-0.01	1.00	0.03
4	0.15	0.02	0.03	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.06	0.06	-0.02
2	0.06	1.00	0.04	-0.08
3	0.06	0.04	1.00	0.07
4	-0.02	-0.08	0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.09	0.14	0.16
2	0.09	1.00	0.05	0.08
3	0.14	0.05	1.00	0.03
4	0.16	0.08	0.03	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.09	0.21	0.17
2	0.09	1.00	0.06	0.05
3	0.21	0.06	1.00	-0.23
4	0.17	0.05	-0.23	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.33	0.10	0.06
2	-0.33	1.00	0.08	0.04
3	0.10	0.08	1.00	0.11
4	0.06	0.04	0.11	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.04	-0.10	-0.42
2	0.04	1.00	-0.07	0.04
3	-0.10	-0.07	1.00	-0.16
4	-0.42	0.04	-0.16	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Act. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.16	-0.01	-0.04
2	-0.16	1.00	0.24	0.07
3	-0.01	0.24	1.00	0.17
4	-0.04	0.07	0.17	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.07	0.06	0.15
2	0.07	1.00	0.22	-0.07
3	0.06	0.22	1.00	0.10
4	0.15	-0.07	0.10	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.03	0.34	-0.05
2	-0.03	1.00	-0.21	-0.03
3	0.34	-0.21	1.00	-0.01
4	-0.05	-0.03	-0.01	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.20	0.05	-0.02
2	-0.20	1.00	-0.06	0.12
3	0.05	-0.06	1.00	0.12
4	-0.02	0.12	0.12	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.13	0.09	-0.01
2	0.13	1.00	0.05	-0.04
3	0.09	0.05	1.00	0.43
4	-0.01	-0.04	0.43	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.21	0.18	-0.02
2	0.21	1.00	-0.02	-0.36
3	0.18	-0.02	1.00	0.24
4	-0.02	-0.36	0.24	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.07	-0.12	0.05
2	-0.07	1.00	-0.16	0.19
3	-0.12	-0.16	1.00	0.28
4	0.05	0.19	0.28	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.06	0.33	0.50
2	0.06	1.00	-0.27	-0.23
3	0.33	-0.27	1.00	0.51
4	0.50	-0.23	0.51	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.08	0.01	-0.20
2	0.08	1.00	0.30	0.33
3	0.01	0.30	1.00	0.34
4	-0.20	0.33	0.34	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.01	0.10	0.02
2	0.01	1.00	-0.12	0.15
3	0.10	-0.12	1.00	0.20
4	0.02	0.15	0.20	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.09	0.06	0.05
2	0.09	1.00	0.07	0.06
3	0.06	0.07	1.00	0.11
4	0.05	0.06	0.11	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.01	-0.22	-0.14
2	0.01	1.00	0.32	0.03
3	-0.22	0.32	1.00	0.15
4	-0.14	0.03	0.15	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.37	0.06	-0.01
2	0.37	1.00	-0.17	-0.01
3	0.06	-0.17	1.00	0.05
4	-0.01	-0.01	0.05	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.16	0.30	0.18
2	0.16	1.00	0.00	-0.24
3	0.30	0.00	1.00	0.33
4	0.18	-0.24	0.33	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Act. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.02	0.09	0.05
2	-0.02	1.00	-0.12	0.04
3	0.09	-0.12	1.00	0.41
4	0.05	0.04	0.41	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:1. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	0.02	0.02
2	0.02	1.00	0.05
3	0.02	0.05	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:2. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	-0.05	0.08
2	-0.05	1.00	0.07
3	0.08	0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:3. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	0.17	0.56
2	0.17	1.00	0.49
3	0.56	0.49	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:4. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	-0.16	0.08
2	-0.16	1.00	0.21
3	0.08	0.21	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:5. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	0.14	0.19
2	0.14	1.00	-0.00
3	0.19	-0.00	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:6. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	-0.13	0.07
2	-0.13	1.00	-0.12
3	0.07	-0.12	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:7. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	0.13	-0.07
2	0.13	1.00	0.02
3	-0.07	0.02	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:8. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	0.20	-0.01
2	0.20	1.00	0.07
3	-0.01	0.07	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:9. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	0.06	0.05
2	0.06	1.00	0.04
3	0.05	0.04	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:10. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	-0.05	0.11
2	-0.05	1.00	0.11
3	0.11	0.11	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:11. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	0.14	-0.05
2	0.14	1.00	-0.01
3	-0.05	-0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:12. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	0.24	-0.11
2	0.24	1.00	0.01
3	-0.11	0.01	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:13. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	0.44	0.13
2	0.44	1.00	0.26
3	0.13	0.26	1.00

File:001-001-12.12.16-13.01.25.csv. Action:Test. Canal:14. There are 3 people. Below CCF Correlation Matrix

	1	2	3
1	1.00	-0.00	0.07
2	-0.00	1.00	-0.05
3	0.07	-0.05	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:1. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.03	-0.19	0.24
2	-0.03	1.00	0.02	-0.04
3	-0.19	0.02	1.00	-0.07
4	0.24	-0.04	-0.07	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:2. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.15	-0.02	0.16
2	-0.15	1.00	0.03	-0.06
3	-0.02	0.03	1.00	0.24
4	0.16	-0.06	0.24	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:3. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.42	0.13	0.01
2	0.42	1.00	0.02	0.13
3	0.13	0.02	1.00	0.02
4	0.01	0.13	0.02	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:4. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.12	-0.09	0.18
2	0.12	1.00	0.26	0.03
3	-0.09	0.26	1.00	0.23
4	0.18	0.03	0.23	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:5. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.37	-0.04	0.06
2	-0.37	1.00	0.05	0.02
3	-0.04	0.05	1.00	0.30
4	0.06	0.02	0.30	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:6. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.24	0.20	-0.28
2	-0.24	1.00	0.09	0.44
3	0.20	0.09	1.00	0.08
4	-0.28	0.44	0.08	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:7. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.19	0.26	-0.22
2	-0.19	1.00	0.39	-0.16
3	0.26	0.39	1.00	0.01
4	-0.22	-0.16	0.01	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:8. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.02	0.10	-0.21
2	-0.02	1.00	0.02	0.09
3	0.10	0.02	1.00	0.02
4	-0.21	0.09	0.02	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:9. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.11	0.10	0.01
2	0.11	1.00	0.00	0.10
3	0.10	0.00	1.00	0.13
4	0.01	0.10	0.13	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:10. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.07	0.05	0.07
2	0.07	1.00	0.07	0.05
3	0.05	0.07	1.00	0.06
4	0.07	0.05	0.06	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:11. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.14	-0.39	-0.04
2	0.14	1.00	0.04	0.21
3	-0.39	0.04	1.00	0.20
4	-0.04	0.21	0.20	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:12. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.34	-0.22	-0.07
2	0.34	1.00	-0.06	0.11
3	-0.22	-0.06	1.00	-0.15
4	-0.07	0.11	-0.15	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:13. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	-0.18	0.26	0.06
2	-0.18	1.00	-0.03	0.12
3	0.26	-0.03	1.00	-0.02
4	0.06	0.12	-0.02	1.00

File:002-002-15.12.16-11.28.27.csv. Action:Test. Canal:14. There are 4 people. Below CCF Correlation Matrix

	1	2	3	4
1	1.00	0.04	0.06	0.02
2	0.04	1.00	0.06	0.04
3	0.06	0.06	1.00	0.10
4	0.02	0.04	0.10	1.00

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Ahora preparamos la estructura de datos para el TrelliscopeJS

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