Importar bases de datos

file.choose()
## [1] "C:\\Users\\ximen\\OneDrive\\Escritorio\\Tutorial_4\\Entregable_2-4_Ximena.Rmd"
bd_produccion <- read.csv("C:\\Users\\ximen\\OneDrive\\Escritorio\\FORM - Produccion Carton.csv")
bd_merma <- read.csv("C:\\Users\\ximen\\OneDrive\\Escritorio\\merma.csv")
bd_scrap <- read.csv("C:\\Users\\ximen\\Downloads\\FORM - Scrap.csv")

Instalar librerías y paquetes

#install.packages("psych")
library(psych)
#install.packages("dplyr")
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

Producción

¿Cuántas variables y registros tiene la base de datos?

summary(bd_produccion)
##       No.           CLIENTE            ID.FORM            PRODUCTO        
##  Min.   :  1.00   Length:2715        Length:2715        Length:2715       
##  1st Qu.: 16.00   Class :character   Class :character   Class :character  
##  Median : 44.00   Mode  :character   Mode  :character   Mode  :character  
##  Mean   : 45.68                                                           
##  3rd Qu.: 71.00                                                           
##  Max.   :117.00                                                           
##  NA's   :5                                                                
##  PIEZAS.PROG.        TMO..MIN.           HR..FIN          ESTACION.ARRANQUE 
##  Length:2715        Length:2715        Length:2715        Length:2715       
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##                                                                             
##                                                                             
##                                                                             
##                                                                             
##  Laminas.procesadas INICIO.SEP.UP      FIN.INICIO.DE.SEP.UP INICIO.de.PROCESO 
##  Length:2715        Length:2715        Length:2715          Length:2715       
##  Class :character   Class :character   Class :character     Class :character  
##  Mode  :character   Mode  :character   Mode  :character     Mode  :character  
##                                                                               
##                                                                               
##                                                                               
##                                                                               
##  FIN.de.PROCESO     TIEMPO.CALIDAD     TIEMPO.MATERIALES MERMAS.Maquinas.
##  Length:2715        Length:2715        Min.   : 0.000    Min.   : 0.000  
##  Class :character   Class :character   1st Qu.: 0.000    1st Qu.: 0.000  
##  Mode  :character   Mode  :character   Median : 0.000    Median : 1.000  
##                                        Mean   : 2.954    Mean   : 1.829  
##                                        3rd Qu.: 1.000    3rd Qu.: 2.000  
##                                        Max.   :48.000    Max.   :50.000  
##                                        NA's   :2411      NA's   :2610
str(bd_produccion)
## 'data.frame':    2715 obs. of  16 variables:
##  $ No.                 : int  1 2 3 4 5 6 7 8 9 10 ...
##  $ CLIENTE             : chr  "VARROC" "VARROC" "VARROC" "DENSO" ...
##  $ ID.FORM             : chr  "VL-017-13938" "VL-017-13936" "VL-017-14729" "" ...
##  $ PRODUCTO            : chr  "763 . KIT. CAJA." "747 KIT. CAJA HSC. ( 2 Partes)" "747 KIT. TAPA." "TOYOTA. MCV. Insterto D 2R. CORTE. 1 Golpe = 12 piezas. ( 9 Pza. / Celda)." ...
##  $ PIEZAS.PROG.        : chr  "199" "57" "68" "192" ...
##  $ TMO..MIN.           : chr  "15" "10" "10" "15" ...
##  $ HR..FIN             : chr  "09:15" "09:25" "09:35" "09:50" ...
##  $ ESTACION.ARRANQUE   : chr  "C1" "C1Y2" "C1Y2" "C1" ...
##  $ Laminas.procesadas  : chr  "201" "116" "69" "49" ...
##  $ INICIO.SEP.UP       : chr  "09:00" "09:26" "10:02" "10:12" ...
##  $ FIN.INICIO.DE.SEP.UP: chr  "09:12" "09:31" "10:09" "10.17" ...
##  $ INICIO.de.PROCESO   : chr  "09:13" "09:32" "10:09" "10:18" ...
##  $ FIN.de.PROCESO      : chr  "09:26" "09:53" "10.12" "10:20" ...
##  $ TIEMPO.CALIDAD      : chr  "1" "1" "1" "1" ...
##  $ TIEMPO.MATERIALES   : int  NA NA NA NA NA 3 NA NA NA NA ...
##  $ MERMAS.Maquinas.    : int  NA NA NA NA NA NA NA NA NA NA ...

Dentro de la base de datos de producción hay 16 variables y 2715 registros.

2 técnicas de limpieza

Técnica 1- Remover columnas irrelevantes

bd_produccion <- subset(bd_produccion, select = -c (No., ID.FORM, PRODUCTO, HR..FIN , ESTACION.ARRANQUE, INICIO.SEP.UP, FIN.INICIO.DE.SEP.UP, INICIO.de.PROCESO, FIN.de.PROCESO, TIEMPO.MATERIALES, MERMAS.Maquinas.))
bd_produccion
##                   CLIENTE PIEZAS.PROG. TMO..MIN. Laminas.procesadas
## 1                  VARROC          199        15                201
## 2                  VARROC           57        10                116
## 3                  VARROC           68        10                 69
## 4                   DENSO          192        15                 49
## 5                   DENSO          192        15                 49
## 6                 YANFENG          400        30                801
## 7                 YANFENG           80        15                 41
## 8                 YANFENG          104        15                 53
## 9                 YANFENG          104        15                 53
## 10                YANFENG          160        20                 55
## 11                YANFENG          100        10                101
## 12                YANFENG           40        10                 41
## 13                YANFENG           20        10                 21
## 14                YANFENG           26        10                 17
## 15                YANFENG           26        10                 16
## 16                 VARROC          199        15                199
## 17                 VARROC          199        40                 50
## 18                 VARROC           60        30             101/81
## 19             STABILUS 1          100        10                 51
## 20             STABILUS 1           50        10                 51
## 21                YANFENG          160        65                160
## 22                YANFENG          400        70             134/67
## 23                YANFENG          240        45             101/41
## 24                YANFENG          208        45                208
## 25                YANFENG          208        45                 20
## 26                YANFENG          160        15                 44
## 27                YANFENG          104        15                 27
## 28                YANFENG          104        15                 27
## 29             STABILUS 1        100ca                            0
## 30                   TRMX        100ca                            0
## 31                   TRMX        100ca                             
## 32                 VARROC           99                            0
## 33                   TRMX        300ca                            0
## 34                YANFENG          400                            0
## 35                YANFENG         69ca                             
## 36                   TRMX        300ca                            0
## 37                  DENSO          192                            0
## 38                  DENSO          192                            0
## 39                  DENSO           12                             
## 40             STABILUS 1          200        25                202
## 41             STABILUS 1          200        25                202
## 42             STABILUS 1          200        25                202
## 43                YANFENG          320        35                322
## 44                YANFENG          200        25                202
## 45                YANFENG          800        40                802
## 46                YANFENG          160        25                164
## 47                YANFENG          208        25                208
## 48                YANFENG          208        25                228
## 49                YANFENG          320        35                336
## 50                 VARROC          199        25                408
## 51                   TRMX        100ra        20                202
## 52                YANFENG          800        40                799
## 53                YANFENG          160        20                164
## 54                YANFENG          208        25                210
## 55                YANFENG          208        25                228
## 56                YANFENG          320        35                336
## 57             STABILUS 3          400        40                403
## 58             STABILUS 3          400        40                403
## 59             STABILUS 3          200        25                203
## 60             STABILUS 3          200        25                203
## 61             STABILUS 3          200        25                203
## 62             STABILUS 3          200        25                204
## 63             STABILUS 1          200        25                202
## 64             STABILUS 1          200        25                205
## 65             STABILUS 1          200        25                202
## 66             STABILUS 1          100        20                104
## 67             STABILUS 1          100        20                101
## 68             STABILUS 3          200        25                203
## 69                YANFENG          320        35                322
## 70                YANFENG          200        35                202
## 71             STABILUS 3          200                            0
## 72             STABILUS 1          400                            0
## 73             STABILUS 1          400                            0
## 74             STABILUS 1          400                            0
## 75             STABILUS 3          200                            0
## 76             STABILUS 3          800                             
## 77             STABILUS 3          400        15                 25
## 78             STABILUS 3          200        15                 35
## 79             STABILUS 3          200        15                 51
## 80             STABILUS 3          200        15                 22
## 81             STABILUS 3          200        15                 51
## 82                 VARROC          199        60                200
## 83                  DENSO          192        20                 65
## 84                  DENSO          192        20                 97
## 85                  DENSO          192        20                 49
## 86                  DENSO          192        40                144
## 87                  DENSO          192        40                144
## 88                  DENSO          192        20                 65
## 89                  DENSO          192        50                199
## 90             STABILUS 1           50        15                 51
## 91             STABILUS 1           50        10                 27
## 92             STABILUS 1          100        25                100
## 93             STABILUS 1          100        25                102
## 94             STABILUS 1           70        15                   
## 95             STABILUS 1           41        15                   
## 96             STABILUS 1          216        50                   
## 97             STABILUS 1           56        15                   
## 98             STABILUS 1           57        15                   
## 99             STABILUS 1          400        25                   
## 100                                100                          100
## 101                                 22                           23
## 102                                 62                           62
## 103                                 62                           62
## 104                                 57                          120
## 105                                 50                           40
## 106                                 25                           25
## 107                                 16                             
## 108                VARROC          150        20                152
## 109                VARROC           24        10                 25
## 110                VARROC           11        10                 24
## 111                VARROC           24        10                 12
## 112                 DENSO          144        15                 37
## 113                 DENSO          144        15                 37
## 114            STABILUS 1          200        20                402
## 115            STABILUS 1          100        15                 82
## 116               YANFENG          400        40                802
## 117               YANFENG          152        20                 77
## 118               YANFENG          176        20                 89
## 119               YANFENG          104        15                 53
## 120               YANFENG          100        15                101
## 121               YANFENG           38        10                 39
## 122               YANFENG           44        10                 45
## 123               YANFENG           26        10                 27
## 124                VARROC           24        10                  S
## 125                VARROC          145        15                 15
## 126                VARROC          300        60                  S
## 127                VARROC           24        20                  S
## 128                VARROC          145        30                 29
## 129                VARROC           13        10               5/10
## 130            STABILUS 1          200        15                  S
## 131                  TRMX           50        10                 20
## 132                  TRMX          100        10                  S
## 133                  TRMX          100        10                 39
## 134                  TRMX          100        10                 51
## 135               YANFENG          200        30            201/201
## 136               YANFENG          400        70             134/67
## 137               YANFENG          456        80             200/80
## 138               YANFENG          352        70             78/141
## 139               YANFENG          208        40              79/53
## 140               YANFENG          304        20                 77
## 141               YANFENG          176        15                 45
## 142               YANFENG          104        15                 27
## 143               YANFENG           40                            0
## 144               YANFENG        160ca                             
## 145                  TRMX        100ca                            0
## 146               YANFENG        320ca                            0
## 147               YANFENG         69ca                            0
## 148            STABILUS 1        100ca                            0
## 149               YANFENG          400                             
## 150               YANFENG          100                            0
## 151               YANFENG          160                             
## 152               YANFENG           40                            0
## 153               YANFENG           80                            0
## 154               YANFENG           20                            0
## 155               YANFENG          160                            0
## 156               YANFENG          104                            0
## 157               YANFENG           26         0                  0
## 158               YANFENG          104                            0
## 159               YANFENG          208                            0
## 160               YANFENG           26                            0
## 161               YANFENG          104                            0
## 162                 DENSO            8                             
## 163                 DENSO          144                             
## 164                 DENSO          144                             
## 165            STABILUS 1          200        25                202
## 166            STABILUS 1          200        25                202
## 167            STABILUS 1          200        25                439
## 168            STABILUS 1          100        20                163
## 169            STABILUS 1          100        20                102
## 170               YANFENG          200        25                  0
## 171               YANFENG          400        40                790
## 172               YANFENG          152        20                308
## 173               YANFENG          176        20                352
## 174               YANFENG          104        20                233
## 175                VARROC          150        20                310
## 176            STABILUS 1          200        25                438
## 177            STABILUS 1          100        20                163
## 178               YANFENG          400        40                789
## 179               YANFENG          152        25                308
## 180               YANFENG          176        25                352
## 181               YANFENG          104        20                233
## 182            STABILUS 1          200        25                202
## 183            STABILUS 1          200        25                203
## 184            STABILUS 1          200        25                202
## 185            STABILUS 1          100        20                103
## 186               YANFENG          200        25                  0
## 187               YANFENG       160sie                          160
## 188               YANFENG          160                          160
## 189               YANFENG          240                          240
## 190               YANFENG          208                          208
## 191            STABILUS 3          100                            0
## 192            STABILUS 1          400                            0
## 193            STABILUS 1          400                            0
## 194            STABILUS 1          100                             
## 195            STABILUS 1          100                             
## 196                VARROC           45        20            22A/23B
## 197                VARROC           24        10                 83
## 198                VARROC          145        40                 60
## 199                 DENSO          144        40                146
## 200                 DENSO          144        20                 49
## 201                 DENSO          144        15                 49
## 202                 DENSO          144        15                 73
## 203                 DENSO          144        15                 37
## 204                 DENSO          144        25                108
## 205                 DENSO          144        25                108
## 206            STABILUS 1          100        15                 51
## 207            STABILUS 1           50        15                 50
## 208            STABILUS 1           50        15                   
## 209            STABILUS 1          400        50                101
## 210            STABILUS 1           10        10                   
## 211            STABILUS 3          100        10                 78
## 212            STABILUS 3          100        10                 33
## 213            STABILUS 3          100        10                 78
## 214                  TRMX           50        10                 50
## 215                  TRMX           50        10                 58
## 216                  TRMX           50        10                 58
## 217                  TRMX           78        20                 90
## 218                                350                          351
## 219                                200                          202
## 220                                400                            0
## 221                                 60                           61
## 222                                 50                            0
## 223                                350                          352
## 224                                400                          101
## 225                VARROC          100        15                102
## 226                VARROC          120        15                242
## 227                VARROC           80        10                162
## 228                VARROC           48        10                100
## 229                VARROC          120        15                121
## 230            STABILUS 1          150        15                 51
## 231            STABILUS 1          216        15                110
## 232                 DENSO          144        10                 37
## 233                 DENSO          144        10                 37
## 234               YANFENG          450        50                600
## 235               YANFENG          176        15                 89
## 236                  TRMX          100        15                202
## 237               YANFENG          110        15                111
## 238               YANFENG           44        10                 45
## 239                VARROC          200        60                200
## 240                VARROC          200        60              51/76
## 241                VARROC          120        40                120
## 242                VARROC           48        20                 48
## 243                VARROC          100        10                100
## 244                VARROC          160        10                 12
## 245            STABILUS 1          300        15                152
## 246            STABILUS 1           50        10                 27
## 247            STABILUS 3          200        10                 26
## 248                  TRMX          100        10                  S
## 249                  TRMX          100        10                 39
## 250                  TRMX          100        10                 51
## 251                  TRMX           50        10                 20
## 252               YANFENG          200        30                200
## 253               YANFENG          440        70                  0
## 254               YANFENG          352        60                  0
## 255               YANFENG          176        15                 58
## 256                  TRMX          100                             
## 257               YANFENG         38ca                            0
## 258               YANFENG       152 ca                            0
## 259               YANFENG        160ca                             
## 260                  TRMX          100                             
## 261                 DENSO          192                            0
## 262                 DENSO          192                            0
## 263            STABILUS 1        100ca                            0
## 264               YANFENG        304ca                            0
## 265               YANFENG        104ca                             
## 266               YANFENG         26ca                            0
## 267               YANFENG       104 ca                            0
## 268               YANFENG       160cel                            0
## 269                 DENSO            8                            0
## 270                  TRMX          100                            0
## 271                  TRMX        62cel                            0
## 272                  TRMX          116                            0
## 273                 DENSO          192                            0
## 274               YANFENG       456cel                             
## 275            STABILUS 1          300        35                302
## 276            STABILUS 1          200        25                202
## 277            STABILUS 1          200        25                202
## 278            STABILUS 1          200        25                202
## 279            STABILUS 1          150        25                328
## 280               YANFENG          400        40                402
## 281               YANFENG          450        40                609
## 282               YANFENG          176        20                347
## 283                  TRMX          100        20                  0
## 284                VARROC          100        20                204
## 285                VARROC          120        20                242
## 286                VARROC           80        20                181
## 287            STABILUS 1          150        20                326
## 288               YANFENG          450        40                577
## 289               YANFENG          176        20                344
## 290                  TRMX          100        20                  0
## 291            STABILUS 3          200        25                202
## 292           STABILUS 3.          200        25                202
## 293            STABILUS 1          200        25                202
## 294            STABILUS 1          200        25                202
## 295            STABILUS 1          300        35                301
## 296            STABILUS 1          200        25                202
## 297            STABILUS 1          200        25                202
## 298               YANFENG          400        40                403
## 299            STABILUS 1          200        25                202
## 300               YANFENG       208sie                            0
## 301            STABILUS 3          200                             
## 302            STABILUS 1          400                            0
## 303            STABILUS 1          400                            0
## 304            STABILUS 1          600                            0
## 305            STABILUS 1          400                            0
## 306            STABILUS 1          200                            0
## 307            STABILUS 3          600                            0
## 308            STABILUS 1          100                            0
## 309                VARROC          240        80                122
## 310            STABILUS 1           30        10                 31
## 311            STABILUS 3           30        10                 32
## 312            STABILUS 1           40        10                 42
## 313            STABILUS 1           10        10                 11
## 314                 DENSO          144        40                144
## 315                 DENSO          144        15                 49
## 316                 DENSO          144        15                 49
## 317                 DENSO          144        15                 73
## 318                 DENSO          144        15                 37
## 319                 DENSO          144        25                144
## 320                 DENSO          144        25                144
## 321            STABILUS 1          216        50                   
## 322                  TRMX          100        25                   
## 323                  TRMX          100        15                 51
## 324                  TRMX           50        15                 28
## 325                  TRMX          100        25                101
## 326                  TRMX          100        25                   
## 327                  TRMX          100        15                 51
## 328                  TRMX          100        25                 78
## 329                  TRMX          100        25                   
## 330            STABILUS 1           50        10                 53
## 331            STABILUS 1          400        50                   
## 332            STABILUS 3          200        15                   
## 333            STABILUS 3          200        15                   
## 334            STABILUS 3          200        15                 50
## 335                                 50                          101
## 336                                100                           51
## 337                                141                          141
## 338                                 36                           36
## 339                                 36                           36
## 340                                 48                          101
## 341                                 50                            0
## 342                 DENSO          240        20                 61
## 343                 DENSO          240        20                 61
## 344  MERIDIAN LIGHTWEIGHT           64        10                130
## 345  MERIDIAN LIGHTWEIGHT           51        10                 52
## 346               YANFENG          160        15                302
## 347            STABILUS 1          112        15                 45
## 348                  TRMX          200        15                404
## 349                  TRMX          200        15                404
## 350            STABILUS 1           28        10                 29
## 351            STABILUS 1           28        10                 30
## 352            STABILUS 1          300        20                   
## 353  MERIDIAN LIGHTWEIGHT           24        20             37/162
## 354               YANFENG          510       120             171/86
## 355               YANFENG          352        90                352
## 356               YANFENG          200        30            201/201
## 357                  TRMX           50        10                  0
## 358                  TRMX          150                            0
## 359                  TRMX          100                             
## 360               YANFENG        160ca                            0
## 361                 DENSO          240                            0
## 362                 DENSO          240                            0
## 363               YANFENG        400ca                            0
## 364               YANFENG        104ca                             
## 365                 DENSO           10                             
## 366                  TRMX          150                            0
## 367                  TRMX          100                            0
## 368                 DENSO          240                            0
## 369               YANFENG       456cel                            0
## 370            STABILUS 1          200        25                   
## 371            STABILUS 1          200        25                   
## 372            STABILUS 1          200        25                   
## 373               YANFENG          320        35                   
## 374                  TRMX          200        25                   
## 375                  TRMX          200        25                   
## 376            STABILUS 1          224        25                   
## 377               YANFENG          320        35                   
## 378                  TRMX          200        25                   
## 379                  TRMX          200        25                   
## 380                  TRMX        100ra        20                   
## 381               YANFENG         20re                             
## 382            STABILUS 3          200        25                204
## 383            STABILUS 3          200        25                204
## 384                  TRMX          150        20                153
## 385                  TRMX           50         5                 53
## 386            STABILUS 1          200        25                202
## 387            STABILUS 1          200        25                202
## 388            STABILUS 1          200        25                  0
## 389            STABILUS 3          300        35                303
## 390           STABILUS 3.          250        25                253
## 391            STABILUS 1          160        20                161
## 392            STABILUS 3          200                             
## 393            STABILUS 1          400                            0
## 394            STABILUS 1          400                            0
## 395            STABILUS 1          400                             
## 396            STABILUS 3          600                             
## 397            STABILUS 3          400                             
## 398            STABILUS 1          100                             
## 399            STABILUS 3          400        15                 25
## 400                 DENSO          240        45                180
## 401                 DENSO          240        45                180
## 402                  TRMX          100        40           55A/100B
## 403                  TRMX          100        25                101
## 404            STABILUS 3           35        15                 36
## 405                  TRMX          100        15                 51
## 406                  TRMX           50        10                 27
## 407                  TRMX           50        15                 39
## 408                  TRMX          150        40                150
## 409                 DENSO          192        50                193
## 410                 DENSO          192        15                 65
## 411                 DENSO          192        20                 65
## 412                 DENSO          192        20                100
## 413                 DENSO          192        20                 27
## 414            STABILUS 1          216        50                216
## 415            STABILUS 3          200        15                 51
## 416            STABILUS 3          200        15                 10
## 417            STABILUS 3          200        15                   
## 418            STABILUS 1          400        50                102
## 419            STABILUS 1           10        10                   
## 420                  TRMX           50        15                   
## 421                  TRMX           50        15                   
## 422                  TRMX           78        20                   
## 423            STABILUS 3          100        40                   
## 424                                160                          161
## 425                                 16                            4
## 426                                600                            0
## 427                                176                            0
## 428                                 44                            0
## 429                                200                          209
## 430                                100                            0
## 431                                100                             
## 432                                100                            0
## 433                                176                            0
## 434                                 50                            0
## 435                                                                
## 436            STABILUS 3           16                             
## 437            STABILUS 3           16                             
## 438                 DENSO          240        10                 61
## 439                 DENSO          240        10                 61
## 440            STABILUS 1          100        15                216
## 441            STABILUS 3           16        10                   
## 442  MERIDIAN LIGHTWEIGHT           16        10                 33
## 443  MERIDIAN LIGHTWEIGHT           16        10                 17
## 444               YANFENG           69        10                 47
## 445               YANFENG           69        10                 70
## 446               YANFENG           69        10                 70
## 447               YANFENG           69        10                 70
## 448               YANFENG          483        25                243
## 449                 HELLA            2        10                  3
## 450                 HELLA            2        10                  0
## 451                 HELLA            2        10                  0
## 452            STABILUS 1          100        10                  0
## 453            STABILUS 1          150        15                 76
## 454            STABILUS 3           32        10                 32
## 455                 HELLA            5        10                  S
## 456               YANFENG          400        60            400/400
## 457               YANFENG           69        30             208/70
## 458  MERIDIAN LIGHTWEIGHT          200        15                201
## 459               YANFENG        160ca                             
## 460                  TRMX        200ca                            0
## 461                  TRMX        200ca                            0
## 462                  TRMX        100ca                            0
## 463                  TRMX          100                             
## 464                 DENSO          192                            0
## 465                 DENSO          192                            0
## 466               YANFENG        104ca                             
## 467  MERIDIAN LIGHTWEIGHT        24cel                            0
## 468                  TRMX       150cel                            0
## 469                 DENSO            8                            0
## 470                  TRMX          100                            0
## 471                  TRMX          100                            0
## 472                 DENSO          192                             
## 473            STABILUS 1          400        30                402
## 474            STABILUS 1          200        20                202
## 475            STABILUS 1          386        30                398
## 476            STABILUS 1          200        20                  0
## 477            STABILUS 1           50        15                 52
## 478               YANFENG          400        30                402
## 479               YANFENG           69        20                141
## 480            STABILUS 1          386        25                399
## 481            STABILUS 3          200     00:00                202
## 482           STABILUS 3.          200     00:00                203
## 483            STABILUS 1          100        20                103
## 484            STABILUS 1          100        20                111
## 485            STABILUS 1          150        20                153
## 486            STABILUS 1          200        25                203
## 487            STABILUS 1          200        25                204
## 488            STABILUS 1          200        25                202
## 489               YANFENG          400        25                402
## 490               YANFENG          510                            0
## 491            STABILUS 1         1280                             
## 492            STABILUS 3          200                             
## 493            STABILUS 1          400                             
## 494            STABILUS 1          400                             
## 495            STABILUS 1          400                             
## 496            STABILUS 1          100                             
## 497            STABILUS 3          800                            0
## 498            STABILUS 1          216                            0
## 499            STABILUS 3           30     00:00                 32
## 500                 DENSO          240     00:00                180
## 501                 DENSO          240        45                180
## 502                 DENSO          192        20                 64
## 503                 DENSO          192        20                 65
## 504                 DENSO          192        20                 97
## 505                 DENSO          192        20                 49
## 506                 DENSO          192        50                194
## 507            STABILUS 3          300       120                600
## 508            STABILUS 1          100        25                   
## 509            STABILUS 1          100        10                 53
## 510                  TRMX          200        40                   
## 511                  TRMX          200        50                   
## 512                  TRMX           50        15                   
## 513                  TRMX           50        15                   
## 514                  TRMX           78        20                   
## 515            STABILUS 1           50        15                   
## 516            STABILUS 1          100        25                   
## 517            STABILUS 1           50        15                   
## 518            STABILUS 1           10        10                 11
## 519            STABILUS 1           46        15                   
## 520            STABILUS 1           16        10                   
## 521            STABILUS 1          200        25                278
## 522                                 50                             
## 523                                                                
## 524                                 20                           21
## 525                                 48                           49
## 526                                  4                           10
## 527                                  4                           10
## 528                                208                          208
## 529                                100                             
## 530                                 50                           25
## 531                                150                            0
## 532                                 50                           50
## 533                                 16                            0
## 534                                 50                           25
## 535                                 48                           48
## 536                 DENSO          240        20                 61
## 537                 DENSO          240        20                 61
## 538  MERIDIAN LIGHTWEIGHT           31        10                 64
## 539  MERIDIAN LIGHTWEIGHT           30        10                 31
## 540               YANFENG           50        10                 18
## 541               YANFENG          384        70                384
## 542            STABILUS 1          100        10                102
## 543  MERIDIAN LIGHTWEIGHT            8        10              13/57
## 544               YANFENG          176        60            118/118
## 545               YANFENG          375       120             126/63
## 546               YANFENG          483                             
## 547                  TRMX          100                             
## 548                 DENSO          264                            0
## 549                 DENSO          120                            0
## 550               YANFENG          400                            0
## 551               YANFENG          104                             
## 552               YANFENG          400                            0
## 553                 DENSO            5                             
## 554                  TRMX          100                            0
## 555                 DENSO          120                             
## 556            STABILUS 1           50        20                  0
## 557               YANFENG          384        35                378
## 558            STABILUS 1          200        25                203
## 559            STABILUS 1          400        40                202
## 560            STABILUS 1          400        40                  0
## 561            STABILUS 1          200        25                  0
## 562               YANFENG         69la                             
## 563                                  3                             
## 564               YANFENG         69re                             
## 565               YANFENG         69re                             
## 566               YANFENG         44re                             
## 567                 DENSO          264        25                  0
## 568            STABILUS 3          200        25                203
## 569            STABILUS 3          200        25                203
## 570            STABILUS 1          200        25                202
## 571            STABILUS 1          200        25                203
## 572            STABILUS 1          200        25                200
## 573            STABILUS 1          200        25                202
## 574            STABILUS 1          200        25                202
## 575               YANFENG          384        35                370
## 576            STABILUS 3          200        25                  0
## 577           STABILUS 3.          200        25                  0
## 578            STABILUS 1          400                            0
## 579            STABILUS 1          200                            0
## 580            STABILUS 1          400                            0
## 581            STABILUS 1          400                            0
## 582            STABILUS 1          100                            0
## 583            STABILUS 3          300                            0
## 584            STABILUS 3          400                            0
## 585            STABILUS 1          200        40                202
## 586            STABILUS 1          150        20                 77
## 587                 DENSO          240        45                 90
## 588                 DENSO          240        45                 90
## 589                 DENSO          120        15                 41
## 590                 DENSO          120        15                 41
## 591                 DENSO          120        15                 61
## 592                 DENSO          120        15                 31
## 593            STABILUS 3          101        40                101
## 594            STABILUS 1          100        15                 27
## 595            STABILUS 1           50        15                104
## 596            STABILUS 1           30        10                   
## 597            STABILUS 1           30        10                   
## 598            STABILUS 1          500        60                126
## 599            STABILUS 1          100        25                   
## 600                 DENSO           50                           50
## 601                                100                          302
## 602                                150                           51
## 603                                 77                          102
## 604                                120                          305
## 605                                100                          309
## 606                                150                           73
## 607                                 70                        11.40
## 608                                 25                           25
## 609                                100                        10:30
## 610                                150                        11:06
## 611                                 40                           40
## 612            STABILUS 3          600        60                602
## 613           STABILUS 3.          450        40                452
## 614                  TRMX          150        20                152
## 615                  TRMX          200        25                201
## 616            STABILUS 1          100        20                102
## 617            STABILUS 1          100        20                103
## 618            STABILUS 1          200        25                202
## 619            STABILUS 1          200        25                200
## 620            STABILUS 3          200        25                203
## 621            STABILUS 3          200        25                204
## 622                  TRMX          100        20                102
## 623            STABILUS 1          150        20                155
## 624                 HELLA          200        25                  0
## 625                 HELLA          134        20                  0
## 626                 HELLA          200        25                  0
## 627               YANFENG          375        40                752
## 628               YANFENG          136        20                 92
## 629               YANFENG          184        30                 22
## 630                 DENSO          192        10                  0
## 631                 DENSO          192        10                  0
## 632            STABILUS 3           32        10                  8
## 633               YANFENG           94        10                 95
## 634               YANFENG           34        10                 35
## 635               YANFENG           46        10                 47
## 636  MERIDIAN LIGHTWEIGHT           19        10                 40
## 637  MERIDIAN LIGHTWEIGHT           18        10                 19
## 638            STABILUS 1          300        15                152
## 639            STABILUS 1          100        10                  S
## 640            STABILUS 3           16        10                  S
## 641               YANFENG          375        60                375
## 642               YANFENG          408        70             171/69
## 643               YANFENG          552        90           b=225LAM
## 644  MERIDIAN LIGHTWEIGHT           44        20                 44
## 645  MERIDIAN LIGHTWEIGHT           50        25              51/54
## 646  MERIDIAN LIGHTWEIGHT           47        20              29/38
## 647  MERIDIAN LIGHTWEIGHT           21        10                 22
## 648               YANFENG          408        20                102
## 649               YANFENG          368        20                204
## 650                  TRMX          100                             
## 651  MERIDIAN LIGHTWEIGHT         18ca                            0
## 652            STABILUS 1           50                            0
## 653                 DENSO            8                            0
## 654                 DENSO          336                            0
## 655                 DENSO          192                            0
## 656                 HELLA          400        40                215
## 657            STABILUS 1           50        20                 55
## 658                  TRMX          100        20                109
## 659               YANFENG          390        35                391
## 660               YANFENG          750        60                740
## 661               YANFENG          272        25                  0
## 662               YANFENG          368        35                  0
## 663            STABILUS 1          352        35                352
## 664            STABILUS 1          200        25                204
## 665            STABILUS 1          200        25                202
## 666               YANFENG          750        60                741
## 667               YANFENG          272        25                 82
## 668               YANFENG          368        35                368
## 669               YANFENG          352        35                376
## 670            STABILUS 3          200        25                203
## 671            STABILUS 3          200        25                204
## 672                 DENSO          336        35                339
## 673                  TRMX          250        25                252
## 674            STABILUS 3          200        25                203
## 675            STABILUS 3          200        25                203
## 676            STABILUS 1          200        25                206
## 677            STABILUS 1          200        25                203
## 678            STABILUS 1          200        25                203
## 679            STABILUS 1          200        25                201
## 680            STABILUS 3          200        25                204
## 681            STABILUS 3          200        25                202
## 682            STABILUS 3          200        25                203
## 683           STABILUS 3.          200        25                203
## 684            STABILUS 1          200        25                  0
## 685            STABILUS 1          100        20                  0
## 686            STABILUS 3          200                             
## 687            STABILUS 1          400                            0
## 688            STABILUS 1          400                            0
## 689            STABILUS 1          400                            0
## 690            STABILUS 1          100                             
## 691            STABILUS 3          200                             
## 692            STABILUS 3          400                             
## 693            STABILUS 3          400                             
## 694            STABILUS 3          400                            0
## 695            STABILUS 3          400                             
## 696            STABILUS 3          200        15                 51
## 697            STABILUS 3          200        15                 22
## 698                  TRMX           50        15                 50
## 699                  TRMX           50        15                 50
## 700                  TRMX           78        20                 78
## 701                 DENSO          192        20                 66
## 702                 DENSO          192        20                   
## 703                 DENSO          192        20                   
## 704                 DENSO          192        40                   
## 705                 DENSO          192        40                   
## 706                  TRMX           50        15                 29
## 707                  TRMX           50        15                 50
## 708                  TRMX           50        15                 50
## 709                  TRMX          200        50                156
## 710                  TRMX          400       100                 50
## 711                  TRMX          200        25                 52
## 712            STABILUS 3          200        50                426
## 713            STABILUS 1          100        15                 52
## 714            STABILUS 1          216        50                   
## 715            STABILUS 1           40        10                 41
## 716            STABILUS 1          400        50                102
## 717            STABILUS 3          400        20                 67
## 718            STABILUS 1          100        20                 55
## 719            STABILUS 1          100        15                   
## 720            STABILUS 1           50        15                   
## 721            STABILUS 1           20        10                   
## 722            STABILUS 1          100        25                   
## 723            STABILUS 3           30        15                   
## 724                                100                            0
## 725                  TRMX          225                          125
## 726                  TRMX          200                             
## 727                                240                             
## 728                                240                          492
## 729                                240                          477
## 730                                 70                           26
## 731                                114                          114
## 732                                113                          115
## 733                                 50                           52
## 734                                                               0
## 735                VARROC           10        10                 21
## 736            STABILUS 3          100        10                 34
## 737               YANFENG          385        20                772
## 738               YANFENG           94        10                 48
## 739               YANFENG          184        10                 92
## 740            STABILUS 1           12        10                 13
## 741            STABILUS 1           96        10                 97
## 742  MERIDIAN LIGHTWEIGHT           12        10                 13
## 743               YANFENG           94        10                 95
## 744               YANFENG           46        10                 47
## 745                VARROC          120        40            207/161
## 746                VARROC           30        20                  S
## 747                  TRMX          100        10                  S
## 748                  TRMX          100        10                 50
## 749                  TRMX          100        10                 21
## 750                  TRMX          400        15                202
## 751               YANFENG          375        60             126/63
## 752               YANFENG          204        40              86/35
## 753               YANFENG          552        70             139/70
## 754            STABILUS 1          200        15                102
## 755            STABILUS 1          100        10                  S
## 756            STABILUS 1           50        10                 52
## 757  MERIDIAN LIGHTWEIGHT          100        30            101/101
## 758               YANFENG          184        15                 47
## 759                  TRMX          100                            0
## 760               YANFENG        188ca                            0
## 761               YANFENG          544                             
## 762                VARROC          113                            0
## 763                 DENSO            8                             
## 764                 DENSO          192                            0
## 765                  TRMX          100                            0
## 766                  TRMX          100                             
## 767                 DENSO          192                             
## 768            STABILUS 1          400        40                197
## 769            STABILUS 1          400        40                404
## 770            STABILUS 1          400        40                404
## 771            STABILUS 3          100        20                242
## 772            STABILUS 1           50        20                 52
## 773                  TRMX          200        25                202
## 774               YANFENG          770        35                766
## 775               YANFENG          188        20                190
## 776               YANFENG          368        20                390
## 777                  TRMX          150                           60
## 778                  TRMX          150                          100
## 779                VARROC          114        20                227
## 780            STABILUS 3          100        20                240
## 781               YANFENG          770        35                773
## 782               YANFENG          188        25                190
## 783               YANFENG          368        35                390
## 784               YANFENG           44                             
## 785               YANFENG           88                             
## 786            STABILUS 1          200        25                203
## 787            STABILUS 1          100        20                103
## 788            STABILUS 3          200        25                202
## 789                  TRMX          100        20                202
## 790                  TRMX          100        20                102
## 791                 DENSO          192        25                194
## 792            STABILUS 1          200        25                203
## 793            STABILUS 1          200        25                203
## 794            STABILUS 1          200        25                202
## 795            STABILUS 1          200        25                202
## 796            STABILUS 1          100        20                112
## 797                  TRMX          200        25                201
## 798               YANFENG          100        20                103
## 799                  TRMX          300        35                302
## 800                  TRMX          200        25                209
## 801                  TRMX          200        25                  0
## 802            STABILUS 3          200        25                  0
## 803                 HELLA          400        40                  0
## 804  MERIDIAN LIGHTWEIGHT           44                           44
## 805  MERIDIAN LIGHTWEIGHT           47                           47
## 806            STABILUS 1          400                            0
## 807            STABILUS 1          200                            0
## 808            STABILUS 1          200                            0
## 809            STABILUS 1          100                             
## 810            STABILUS 1          100                             
## 811            STABILUS 3          300                            0
## 812            STABILUS 3          400                            0
## 813            STABILUS 3          400                            0
## 814            STABILUS 1          216                             
## 815                  TRMX          100        25                  0
## 816                  TRMX          100        25                 52
## 817                  TRMX          100        25                 79
## 818                 DENSO          192        15                112
## 819                 DENSO          192        20                 65
## 820                 DENSO          192        20                 97
## 821                 DENSO          192        20                 49
## 822                 DENSO          192        40                184
## 823                 DENSO          192        40                184
## 824            STABILUS 1          144        30                146
## 825            STABILUS 3          200        50                402
## 826            STABILUS 1          100        15                 52
## 827            STABILUS 1          100        15                 52
## 828            STABILUS 1          100        25                   
## 829            STABILUS 1          100        15                 52
## 830            STABILUS 1           20        10                   
## 831            STABILUS 1          400        50                102
## 832            STABILUS 3          200        15                   
## 833            STABILUS 1          100        25                   
## 834            STABILUS 1          100        25                   
## 835            STABILUS 1          100        25                   
## 836            STABILUS 3           30        15                   
## 837            STABILUS 1           34        15                   
## 838                  TRMX          100        25                   
## 839                  TRMX          100        25                   
## 840                  TRMX          100        25                   
## 841                  TRMX          176        30                   
## 842                                          100                102
## 843                 DENSO           50                           50
## 844            STABILUS 1           20                           21
## 845                                 32                             
## 846                                400                             
## 847                                 50                             
## 848            STABILUS 1          200        20                402
## 849            STABILUS 1          100        10                 51
## 850            STABILUS 1          100        10                 17
## 851            STABILUS 1          216        10                110
## 852                 DENSO          144        10                 32
## 853                 DENSO          144        10                 32
## 854            STABILUS 1          112        15                 45
## 855               YANFENG          375        20                752
## 856               YANFENG           94        10                 95
## 857               YANFENG           34        10                 12
## 858            STABILUS 3          100        10                 13
## 859                  TRMX          100        10                  0
## 860                  TRMX          100        10                 39
## 861                  TRMX          100        10                 51
## 862               YANFENG          200        30            201/201
## 863            STABILUS 1          100        10                 52
## 864               YANFENG          375        60              26/66
## 865               YANFENG          204        40              86/35
## 866               YANFENG          276        50           A=70 B=0
## 867                  TRMX          400                            0
## 868               YANFENG        368CA                             
## 869                 DENSO          144                            0
## 870                  TRMX        300CA                            0
## 871               YANFENG        184CA                             
## 872            STABILUS 3        200CA                            0
## 873                 DENSO            6                            0
## 874                  TRMX          100                             
## 875                  TRMX          300                            0
## 876                 DENSO          144                            0
## 877            STABILUS 1          200        25                202
## 878            STABILUS 1          400        40                404
## 879            STABILUS 1          200        25                406
## 880            STABILUS 1          112        20                240
## 881            STABILUS 1          100        20                103
## 882               YANFENG          750        60                688
## 883               YANFENG          200        25                207
## 884                 HELLA          200        25                   
## 885                  TRMX          150                          100
## 886                  TRMX          150                           80
## 887            STABILUS 1          200        25                405
## 888               YANFENG          750        60                688
## 889               YANFENG         20RE                             
## 890                  TRMX          100        20                109
## 891                  TRMX          200        25                202
## 892                 DENSO          144        25                146
## 893            STABILUS 3          200        25                202
## 894            STABILUS 3          200        25                203
## 895            STABILUS 1          100        20                102
## 896            STABILUS 3          200        25                202
## 897            STABILUS 3          200        25                202
## 898                 HELLA          400        40                215
## 899            STABILUS 1          150        20                152
## 900            STABILUS 1          200        25                203
## 901            STABILUS 1          200        25                201
## 902            STABILUS 3          200        25                202
## 903            STABILUS 3          200        25                202
## 904            STABILUS 3          200        25                203
## 905               YANFENG          200        25                  0
## 906            STABILUS 3          100                             
## 907            STABILUS 1          400                            0
## 908            STABILUS 1          400                            0
## 909            STABILUS 1          400                             
## 910            STABILUS 1          100                             
## 911            STABILUS 1          100                            0
## 912            STABILUS 3          300                             
## 913            STABILUS 3          400                             
## 914            STABILUS 3          400                             
## 915            STABILUS 3          400                             
## 916            STABILUS 3          300        15                 51
## 917            STABILUS 1          100        25                 51
## 918                  TRMX          150        40                150
## 919                  TRMX          150        40                150
## 920                  TRMX          233        60                233
## 921                 DENSO          144        15                 49
## 922                 DENSO          144        15                   
## 923                 DENSO          144        15                 73
## 924                 DENSO          144        15                 43
## 925                 DENSO          144        25                108
## 926                 DENSO          144        25                108
## 927            STABILUS 3          400        15                 25
## 928            STABILUS 1          400        50                102
## 929            STABILUS 1          100        25                102
## 930            STABILUS 1          100        25                 36
## 931            STABILUS 3          100        15                 51
## 932            STABILUS 3          100        15                 11
## 933            STABILUS 3          100        15                 26
## 934            STABILUS 1          100        25                   
## 935            STABILUS 1          100        25                   
## 936            STABILUS 3           30        15                   
## 937            STABILUS 1           50        10                102
## 938            STABILUS 1           50        10                   
## 939            STABILUS 1           34        10                   
## 940            STABILUS 1          216        50                   
## 941            STABILUS 1           20        10                   
## 942            STABILUS 1           10        10                   
## 943                  TRMX          100        25                   
## 944                  TRMX          100        25                   
## 945                                 45                           46
## 946                                180                          375
## 947                                                             120
## 948                                                              49
## 949                                180                             
## 950                                180                             
## 951                                400                          100
## 952                                100                            0
## 953                                 80                            0
## 954                                200                            0
## 955                                                               0
## 956                                 90                           12
## 957                                 90                           96
## 958                VARROC          160        15                 81
## 959                VARROC           80        10                163
## 960                  TRMX            1        10                  1
## 961                  TRMX            1        10                  1
## 962                 DENSO          144        10                  0
## 963                 DENSO          144        10                 37
## 964            STABILUS 1          200        15                 67
## 965               YANFENG           69        10                 47
## 966               YANFENG           69        10                 70
## 967               YANFENG           69        15                   
## 968               YANFENG           69        15                   
## 969            STABILUS 1           11        10                 11
## 970            STABILUS 1           23        10                   
## 971               YANFENG          483        25                241
## 972            STABILUS 1          200        15                102
## 973            STABILUS 3           16        10                  4
## 974               YANFENG          276        30                  0
## 975               YANFENG           69        30           201A/69B
## 976                  TRMX          100        10                 90
## 977                  TRMX          100        10                 39
## 978                  TRMX          100        10                 57
## 979               YANFENG          200        30          201A/202B
## 980               YANFENG          230                            0
## 981               YANFENG          368                             
## 982               YANFENG           34                            0
## 983               YANFENG        184ca                            0
## 984                VARROC           49                            0
## 985                 DENSO            6                             
## 986                 DENSO          144                             
## 987                  TRMX          200                             
## 988                  TRMX          100                             
## 989                 HELLA          200                             
## 990                 DENSO          144                             
## 991            STABILUS 3          360        35                358
## 992            STABILUS 1          200        25                202
## 993            STABILUS 1          200        25                202
## 994            STABILUS 1          200        25                408
## 995               YANFENG           69        20                143
## 996                  TRMX          200        25                   
## 997               YANFENG          200        25                   
## 998                VARROC           60        20                123
## 999                VARROC           80        20                163
## 1000           STABILUS 3          360        35                356
## 1001           STABILUS 1          200        25                   
## 1002              YANFENG        144re                             
## 1003              YANFENG         20RE                             
## 1004                HELLA          200        25                205
## 1005           STABILUS 1          200        25                202
## 1006           STABILUS 1          100        20                102
## 1007           STABILUS 3          200        25                202
## 1008           STABILUS 3          200        25                204
## 1009           STABILUS 1          200        25                208
## 1010           STABILUS 1          200        25                246
## 1011           STABILUS 1          200        25                201
## 1012                HELLA          200        25                202
## 1013                HELLA          134        20                136
## 1014                HELLA          200        25                202
## 1015           STABILUS 1          100        20                 26
## 1016              YANFENG          400        40                206
## 1017              YANFENG          287        35                286
## 1018                 TRMX          200        25                202
## 1019 MERIDIAN LIGHTWEIGHT       100sie                          100
## 1020              YANFENG       375sie                             
## 1021              YANFENG       204sie                          204
## 1022               VARROC           60                           60
## 1023           STABILUS 3          100                             
## 1024           STABILUS 1          400                            0
## 1025           STABILUS 1          400                             
## 1026           STABILUS 1          400                             
## 1027           STABILUS 1          400                            0
## 1028           STABILUS 1          100                             
## 1029           STABILUS 3          400                            0
## 1030           STABILUS 3          800                            0
## 1031           STABILUS 3          400                             
## 1032           STABILUS 3          400        20                 25
## 1033           STABILUS 3           30        15                 32
## 1034           STABILUS 1          100        25                102
## 1035           STABILUS 1          100        25                101
## 1036                DENSO          144        15                 49
## 1037                DENSO          144        15                 49
## 1038                DENSO          144        15                 73
## 1039                DENSO          144        15                 37
## 1040                DENSO          144        25                108
## 1041                DENSO          144        25                108
## 1042           STABILUS 1          100        25                   
## 1043           STABILUS 1           34        10                 36
## 1044           STABILUS 1          216        50                216
## 1045           STABILUS 1           20        10                 21
## 1046           STABILUS 1          400        50                102
## 1047           STABILUS 1           10        10                 11
## 1048                 TRMX          200        50                156
## 1049                 TRMX          200        50                200
## 1050                 TRMX           50        15                 50
## 1051                 TRMX           50        15                 50
## 1052                 TRMX           76        25                 50
## 1053                               175                            0
## 1054                                17                             
## 1055                                16                             
## 1056                                 1                            1
## 1057                                 1                            1
## 1058                               200                          100
## 1059                               100                           26
## 1060                               100                          114
## 1061                               100                          115
## 1062                               100                           36
## 1063                               100                          224
## 1064                               100                             
## 1065                               375                             
## 1066           STABILUS 1           11        10                 12
## 1067           STABILUS 1           59        10                 60
## 1068           STABILUS 1           50        10                 21
## 1069           STABILUS 1          120        15                122
## 1070           STABILUS 1          216        15                110
## 1071 MERIDIAN LIGHTWEIGHT           30        10                 62
## 1072 MERIDIAN LIGHTWEIGHT           30        10                 31
## 1073               VARROC          160        15                322
## 1074               VARROC          100        10                   
## 1075               VARROC           72        10                   
## 1076               VARROC          305        20                   
## 1077               VARROC           48        10                   
## 1078              YANFENG           69        10                   
## 1079              YANFENG           69        10                   
## 1080           STABILUS 1          300        20                152
## 1081               VARROC          190        60                  S
## 1082               VARROC          144        40                  S
## 1083               VARROC          200        60                   
## 1084               VARROC          100        10                  0
## 1085               VARROC           88        10                  0
## 1086               VARROC          152        15                  0
## 1087                 TRMX          100        10                  0
## 1088                 TRMX          100        10                  0
## 1089              YANFENG          276        70                  0
## 1090 MERIDIAN LIGHTWEIGHT           30        20                  0
## 1091              YANFENG          384        70                  0
## 1092              YANFENG          200        30                  0
## 1093              YANFENG        483ca                            0
## 1094                 TRMX          100                             
## 1095              YANFENG         43ca                            0
## 1096              YANFENG        368ca                            0
## 1097                 TRMX          200                             
## 1098              YANFENG        69cel                            0
## 1099 MERIDIAN LIGHTWEIGHT       100cel                            0
## 1100                 TRMX          200                            0
## 1101                 TRMX          100                            0
## 1102                 TRMX          100                            0
## 1103                HELLA          200                            0
## 1104              YANFENG       204cel                            0
## 1105           STABILUS 3          200        25                202
## 1106                 TRMX          200        25                121
## 1107              YANFENG          400        40                410
## 1108           STABILUS 1           50        20                130
## 1109           STABILUS 1          200        25                202
## 1110           STABILUS 1          200        25                   
## 1111           STABILUS 1          200        25                   
## 1112              YANFENG         69la                          144
## 1113               VARROC          160        20                   
## 1114               VARROC          100        20                   
## 1115               VARROC           72        20                   
## 1116              YANFENG        144re                             
## 1117                HELLA          200        25                  0
## 1118           STABILUS 1          200        25                202
## 1119           STABILUS 1          200        25                202
## 1120           STABILUS 1          200        25                202
## 1121           STABILUS 3          200        25                202
## 1122           STABILUS 3          200        25                200
## 1123           STABILUS 1          120        25                  0
## 1124           STABILUS 1          100        20                102
## 1125           STABILUS 1          100        20                102
## 1126           STABILUS 1          100        20                102
## 1127                HELLA          200        25                202
## 1128           STABILUS 1          500        60                126
## 1129           STABILUS 1          200        25                100
## 1130           STABILUS 1          216        50                206
## 1131           STABILUS 3           30        15                 32
## 1132                 TRMX          100        25                 51
## 1133               VARROC          235        60                119
## 1134                 TRMX          100        25                   
## 1135                                                               
## 1136                               200                          402
## 1137                               200                          402
## 1138                               216                            0
## 1139                               288                          288
## 1140           STABILUS 1           10                           11
## 1141                DENSO           50                           50
## 1142                               200                          402
## 1143                               200                          421
## 1144                               200                          402
## 1145                               200                          419
## 1146               VARROC          305        20                154
## 1147               VARROC           48        10                 26
## 1148               VARROC           72        10                 17
## 1149               VARROC          100        15                 52
## 1150           STABILUS 1           30        10                 31
## 1151           STABILUS 3          200        20                 41
## 1152              YANFENG           69        10                 70
## 1153              YANFENG           69        10                 70
## 1154                HELLA           10        10                 11
## 1155                HELLA           10        10                 11
## 1156                HELLA           10        10                  6
## 1157              YANFENG           30        10                 32
## 1158                 TRMX           50        10                 51
## 1159               VARROC           88        10                 23
## 1160               VARROC          100        10                 51
## 1161               VARROC          152        15                 11
## 1162                 TRMX          100        10                 39
## 1163                 TRMX          100        10                 51
## 1164                HELLA           50        10                 50
## 1165           STABILUS 1          150        15                 76
## 1166 MERIDIAN LIGHTWEIGHT           30        20             210/46
## 1167                 TRMX           50        10                  9
## 1168                 TRMX           50        10                  6
## 1169                HELLA           20        10                  S
## 1170              YANFENG          384        60                  S
## 1171              YANFENG          400        70            400/400
## 1172              YANFENG          276        30                111
## 1173           STABILUS 1          400        40                404
## 1174           STABILUS 1          400        40                404
## 1175           STABILUS 1          200        25                202
## 1176           STABILUS 3          200        25                436
## 1177              YANFENG          400        40                173
## 1178               VARROC          160        20                322
## 1179               VARROC          100        20                206
## 1180           STABILUS 3          200        25                437
## 1181                 TRMX           50        20                229
## 1182                HELLA            5                             
## 1183                HELLA          134        20                138
## 1184                HELLA          200        25                187
## 1185           STABILUS 3          500        50                502
## 1186          STABILUS 3.          375        35                380
## 1187           STABILUS 3          200        25                202
## 1188           STABILUS 1          200        25                202
## 1189           STABILUS 1          200        25                201
## 1190           STABILUS 1          200        25                199
## 1191                 TRMX          120        20                120
## 1192           STABILUS 1          120        20                124
## 1193                 TRMX          100        20                102
## 1194                 TRMX          200        15                185
## 1195                 TRMX           50        20                 52
## 1196                 TRMX          100        10                101
## 1197           STABILUS 1          100        20                102
## 1198           STABILUS 3          200        25                  0
## 1199           STABILUS 3          200        25                  0
## 1200               VARROC          190                            S
## 1201               VARROC          144                            S
## 1202               VARROC          200                          200
## 1203           STABILUS 3          100                            0
## 1204           STABILUS 1          400                            0
## 1205           STABILUS 1          400                            0
## 1206           STABILUS 1          400                            0
## 1207           STABILUS 1          100                             
## 1208           STABILUS 3          200                             
## 1209           STABILUS 3         1000                            0
## 1210           STABILUS 3          400                            0
## 1211           STABILUS 3          400                             
## 1212           STABILUS 3          400                             
## 1213           STABILUS 1          216                             
## 1214           STABILUS 3          200        15                 35
## 1215           STABILUS 3           30        15                 32
## 1216                 TRMX          100        25                100
## 1217                 TRMX          100        25                 56
## 1218                 TRMX          100        25                100
## 1219                 TRMX           50        15                 50
## 1220                 TRMX           50        15                 50
## 1221                 TRMX           76        25                 78
## 1222           STABILUS 1           30        15                 60
## 1223           STABILUS 1           50        15                 51
## 1224           STABILUS 1           50        15                 13
## 1225           STABILUS 1           50        15                 52
## 1226           STABILUS 1           50        15                 27
## 1227           STABILUS 1           50        15                 27
## 1228           STABILUS 1           50        15                 13
## 1229           STABILUS 1          200        25                   
## 1230                 TRMX           50        15                 50
## 1231                 TRMX           50        15                 50
## 1232              YANFENG           40       150                   
## 1233                                                               
## 1234                                 2                            4
## 1235                                50                           51
## 1236                               200                           53
## 1237                               200                          312
## 1238                               200                          314
## 1239                               150                          150
## 1240                               400                            0
## 1241                               200                             
## 1242                                 1                            4
## 1243                                 1                            4
## 1244                                 1                            4
## 1245                                 1                            4
## 1246               VARROC           80        15                162
## 1247               VARROC           79        10                 80
## 1248           STABILUS 1          100        15                 51
## 1249              YANFENG          176        15                 59
## 1250              YANFENG          104        10                 53
## 1251           STABILUS 1            4        10                  5
## 1252           STABILUS 1           25        10                 26
## 1253              YANFENG           44        10                 45
## 1254              YANFENG           26        10                 27
## 1255               VARROC           80        30            134/108
## 1256           STABILUS 1           50        10                 27
## 1257           STABILUS 3          100        10                 26
## 1258                 TRMX           50        10                 15
## 1259                 TRMX           50        10                 32
## 1260                 TRMX          400        20                102
## 1261           STABILUS 1          100        10                 52
## 1262              YANFENG          176        30            118/118
## 1263              YANFENG          208        45             105/53
## 1264              YANFENG          104        10                 27
## 1265           STABILUS 3        200ca                            0
## 1266                 TRMX        100ca                             
## 1267              YANFENG         30ca                            0
## 1268                 TRMX          100                            0
## 1269              YANFENG         69CA                             
## 1270           STABILUS 1        200ca                            0
## 1271               VARROC          305                            0
## 1272                 TRMX           50                            0
## 1273                 TRMX          100                             
## 1274                 TRMX          150                            0
## 1275                HELLA          200                            0
## 1276           STABILUS 3          400        40                405
## 1277           STABILUS 1          200        25                202
## 1278           STABILUS 1          400        25                202
## 1279           STABILUS 1          200        25                134
## 1280           STABILUS 1          100        20                104
## 1281              YANFENG          176        20                354
## 1282              YANFENG          104        20                248
## 1283               VARROC           80        20                167
## 1284              YANFENG          352        35                354
## 1285              YANFENG          208        25                247
## 1286           STABILUS 1          100        20                107
## 1287              YANFENG           69                             
## 1288              YANFENG           69                             
## 1289                HELLA          200        25                202
## 1290                HELLA          134        25                137
## 1291                HELLA          200        25                203
## 1292                 TRMX          200        25                202
## 1293                 TRMX          200        25                203
## 1294           STABILUS 3          400        40                403
## 1295           STABILUS 3          400        40                405
## 1296           STABILUS 3          200        25                203
## 1297           STABILUS 3          100        20                103
## 1298           STABILUS 3          200        25                203
## 1299           STABILUS 1          200        25                203
## 1300           STABILUS 1          200        25                203
## 1301           STABILUS 1          200        25                202
## 1302           STABILUS 1          200        25                  0
## 1303           STABILUS 3          200        25                  0
## 1304           STABILUS 3          200        25                  0
## 1305              YANFENG          578        60                  0
## 1306              YANFENG       384sie                          394
## 1307              YANFENG       400sie                          400
## 1308 MERIDIAN LIGHTWEIGHT        30sie                             
## 1309              YANFENG       276sie                             
## 1310           STABILUS 3          100                             
## 1311           STABILUS 1          400                             
## 1312           STABILUS 1          400                            0
## 1313           STABILUS 1          400                            0
## 1314           STABILUS 1          200                            0
## 1315           STABILUS 3          200                             
## 1316           STABILUS 3          500                             
## 1317           STABILUS 3          800                             
## 1318           STABILUS 3          400                             
## 1319           STABILUS 3          800                             
## 1320           STABILUS 3          400                             
## 1321                 TRMX       300tro         0                  0
## 1322           STABILUS 1          216         0                  0
## 1323           STABILUS 1          100        25                102
## 1324           STABILUS 1          100        25                102
## 1325           STABILUS 3          400        20                 25
## 1326           STABILUS 1          100        15                 26
## 1327           STABILUS 3          100        15                 26
## 1328           STABILUS 3          100        15                 11
## 1329           STABILUS 3          100        15                 40
## 1330           STABILUS 1           50        15                 50
## 1331                 TRMX           50        15                 50
## 1332                 TRMX           50        15                   
## 1333                 TRMX           76        20                   
## 1334           STABILUS 1           96        25                 97
## 1335           STABILUS 1           50        15                 50
## 1336           STABILUS 1           50        10                 14
## 1337                 TRMX           50        15                   
## 1338                 TRMX           50        15                   
## 1339                 TRMX           50        15                   
## 1340           STABILUS 1          400        50                103
## 1341              YANFENG           40       150                   
## 1342                DENSO          144        25                146
## 1343                DENSO          144        25                   
## 1344                DENSO          144        25                   
## 1345           STABILUS 1          100        10                 34
## 1346           STABILUS 1          100        10                 21
## 1347           STABILUS 1          100        10                 17
## 1348                DENSO          144        20                144
## 1349           STABILUS 1          100        50                102
## 1350           STABILUS 1          100        50                100
## 1351           STABILUS 1          200        15                 51
## 1352           STABILUS 1          200        50                102
## 1353                DENSO          144        20                 49
## 1354                DENSO          144        20                   
## 1355                DENSO          144        20                 73
## 1356                DENSO          144        20                 37
## 1357                DENSO          144        25                108
## 1358                DENSO          144        25                108
## 1359                               100                          102
## 1360                               100                          102
## 1361                               184                            0
## 1362                                 5                            0
## 1363                               100                            0
## 1364                               400                            0
## 1365                                59                           59
## 1366                               111                           56
## 1367                                57                           57
## 1368                                60                          122
## 1369               VARROC           80        10                 18
## 1370               VARROC           45        10                  0
## 1371               VARROC           15        10                 16
## 1372                DENSO          144        15                 49
## 1373                DENSO          144        15                 49
## 1374           STABILUS 1          100        10                102
## 1375           STABILUS 1          216        15                110
## 1376           STABILUS 1          100        10                 30
## 1377           STABILUS 1          100        10                 21
## 1378           STABILUS 1          100        10                 17
## 1379              YANFENG          375        20                  0
## 1380              YANFENG           94        10                  0
## 1381              YANFENG           30        10                 31
## 1382               VARROC           60        30             101/81
## 1383               VARROC           45        30              31/31
## 1384               VARROC          160        15                 11
## 1385                 TRMX          100        10                 39
## 1386                 TRMX          100        10                 51
## 1387           STABILUS 1          100        10                 51
## 1388           STABILUS 1          100        10                 51
## 1389                 TRMX          200        15                102
## 1390                 TRMX          100        10                  S
## 1391              YANFENG        185ca                             
## 1392              YANFENG       176 ca                            0
## 1393              YANFENG         69CA                            0
## 1394              YANFENG          104                            0
## 1395               VARROC           57                            0
## 1396               VARROC          111                            0
## 1397                DENSO          144                            0
## 1398                DENSO          144                            0
## 1399                DENSO            8                            0
## 1400           STABILUS 1          400        40                202
## 1401           STABILUS 1          200        25                240
## 1402              YANFENG          750        60                  0
## 1403               VARROC           59        20                124
## 1404               VARROC           60        20                132
## 1405               VARROC           80        20                158
## 1406              YANFENG          750        60                  0
## 1407              YANFENG       578 ro        60                582
## 1408           STABILUS 3          200        25                203
## 1409          STABILUS 3.          225        25                227
## 1410           STABILUS 1          400        40                406
## 1411           STABILUS 1          200        25                202
## 1412           STABILUS 1          200        25                202
## 1413                HELLA          200        25                203
## 1414                HELLA          134        20                137
## 1415                HELLA          200        25                201
## 1416           STABILUS 3          200        25                  0
## 1417           STABILUS 1          200        25                203
## 1418                 TRMX          100        20                  0
## 1419                 TRMX          100        20                  0
## 1420           STABILUS 1          100        20                101
## 1421                DENSO          144        25                243
## 1422                DENSO           24                             
## 1423           STABILUS 3          100                             
## 1424           STABILUS 1          400                             
## 1425           STABILUS 1          400                             
## 1426           STABILUS 1          400                            0
## 1427           STABILUS 1          100                             
## 1428           STABILUS 3          200                             
## 1429           STABILUS 3          800                             
## 1430           STABILUS 3          800                             
## 1431           STABILUS 3          400                             
## 1432           STABILUS 1          100                             
## 1433               VARROC          240        60                121
## 1434               VARROC           45        15                 91
## 1435           STABILUS 3           30        15                 32
## 1436                 TRMX           50        15                 30
## 1437                 TRMX           50        15                 28
## 1438                 TRMX           50        15                 50
## 1439                DENSO          144        15                 49
## 1440                DENSO          144        15                 49
## 1441                DENSO          144        15                 73
## 1442                DENSO          144        15                 37
## 1443                DENSO          144        25                108
## 1444                DENSO          144        25                108
## 1445                 TRMX          100        25                 80
## 1446                 TRMX          100        25                100
## 1447           STABILUS 3          100        15                 27
## 1448           STABILUS 3          100        15                 11
## 1449           STABILUS 3          100        15                 12
## 1450           STABILUS 1          100        25                102
## 1451           STABILUS 1          100        25                105
## 1452           STABILUS 1          100        10                 27
## 1453           STABILUS 1          100        25                100
## 1454           STABILUS 1          100        25                102
## 1455           STABILUS 1          100        25                102
## 1456           STABILUS 1           50        15                 55
## 1457           STABILUS 1           50        15                   
## 1458           STABILUS 1           36        10                   
## 1459           STABILUS 1           36        10                   
## 1460           STABILUS 1          216        50                   
## 1461           STABILUS 1            7        10                  8
## 1462           STABILUS 1           24        10                 25
## 1463                DENSO           30        10                 31
## 1464               VARROC          111                            0
## 1465           STABILUS 1          500        25                  S
## 1466           STABILUS 1          200        15                134
## 1467           STABILUS 1          200        25                818
## 1468           STABILUS 1          200        25                816
## 1469                                 2                            6
## 1470               VARROC          150                          152
## 1471                 TRMX           50                           50
## 1472                 TRMX           50                           50
## 1473                 TRMX           50                           80
## 1474               VARROC           47        10                 96
## 1475               VARROC           46        10                 46
## 1476               VARROC          300        60                  S
## 1477           STABILUS 1          700        45                176
## 1478                               200                            0
## 1479                DENSO          240        15                 61
## 1480                DENSO          240        15                 61
## 1481               VARROC           99        10                100
## 1482               VARROC          100        10                100
## 1483           STABILUS 1          100        10                 51
## 1484           STABILUS 1          112        15                 45
## 1485           STABILUS 1           10        10                 11
## 1486           STABILUS 1           15        10                 16
## 1487               VARROC          300        60              S/120
## 1488               VARROC          200        40             51/134
## 1489               VARROC           50        30              84/67
## 1490               VARROC          100        30              84/67
## 1491               VARROC           20        20              S/120
## 1492               VARROC          100        10                 51
## 1493           STABILUS 1          100        10                 51
## 1494           STABILUS 1          100        10                101
## 1495              YANFENG        185ca                             
## 1496                DENSO          240                            0
## 1497                DENSO          240                            0
## 1498           STABILUS 1        200ca                            0
## 1499           STABILUS 1        800ca                            0
## 1500           STABILUS 1        400ca                            0
## 1501               VARROC           46                            0
## 1502                DENSO           10                             
## 1503           STABILUS 3          400        40                402
## 1504           STABILUS 1          112        25                236
## 1505               VARROC           99        20                202
## 1506               VARROC          100        20                206
## 1507               VARROC           47        20                 95
## 1508                DENSO          240        25                243
## 1509           STABILUS 3          200        25                203
## 1510           STABILUS 3          300        35                304
## 1511           STABILUS 3          300        35                303
## 1512           STABILUS 3          400        40                402
## 1513           STABILUS 3          200        25                203
## 1514           STABILUS 3          300        35                302
## 1515                 TRMX          200        25                104
## 1516                 TRMX          200        25                102
## 1517                HELLA          200        25                202
## 1518                HELLA          134        20                136
## 1519                HELLA          200        25                203
## 1520              YANFENG           30        20                  0
## 1521           STABILUS 1          200        25                  0
## 1522           STABILUS 1          147        20                143
## 1523           STABILUS 3          200        25                  0
## 1524           STABILUS 3          200        25                  0
## 1525           STABILUS 3          200        25                203
## 1526          STABILUS 3.          200        25                203
## 1527                DENSO           40                           40
## 1528           STABILUS 3           80                             
## 1529           STABILUS 1          100                             
## 1530           STABILUS 3          200                             
## 1531           STABILUS 3          400                             
## 1532           STABILUS 3          800                             
## 1533           STABILUS 3          600                            0
## 1534           STABILUS 3         1000                             
## 1535           STABILUS 3          400                             
## 1536           STABILUS 1          100                             
## 1537               VARROC           40        15            A21/B21
## 1538                DENSO          240        20                 81
## 1539                DENSO          240        25                 81
## 1540                DENSO          240        25                121
## 1541                DENSO          240        25                 67
## 1542                DENSO          240        50                180
## 1543                DENSO          240        50                180
## 1544           STABILUS 3          400        20                   
## 1545           STABILUS 1          100        20                   
## 1546           STABILUS 1          100        20                   
## 1547           STABILUS 1           36        10                 37
## 1548           STABILUS 1          600        75                376
## 1549           STABILUS 1           50        15                   
## 1550           STABILUS 1           50        15                   
## 1551           STABILUS 1           50        10                 25
## 1552           STABILUS 1           36        10                 11
## 1553           STABILUS 1          216        50                216
## 1554           STABILUS 1           36        15                 37
## 1555           STABILUS 1          100        25                104
## 1556           STABILUS 3           30        15                   
## 1557                 TRMX           50        15                  5
## 1558                 TRMX           50        15                100
## 1559                 TRMX           76        25                156
## 1560 MERIDIAN LIGHTWEIGHT           60        10                   
## 1561           STABILUS 3           16        10                 16
## 1562               VARROC          188                          188
## 1563                 TRMX          120        20                122
## 1564                 TRMX          120        20              03:00
## 1565           STABILUS 1           50                             
## 1566                 TRMX          100        25                100
## 1567           STABILUS 3           32        10                  9
## 1568                DENSO          240        15                 61
## 1569                DENSO          240        15                 61
## 1570           STABILUS 1          300        20                602
## 1571           STABILUS 1          100        10                 51
## 1572                 TRMX          200        15                402
## 1573                 TRMX          285        15                572
## 1574                HELLA           20        10                 21
## 1575                HELLA           20        10                 41
## 1576                HELLA           20        10                 11
## 1577           STABILUS 1            7        10                 15
## 1578           STABILUS 1           23        10                 47
## 1579 MERIDIAN LIGHTWEIGHT           20        10                 42
## 1580 MERIDIAN LIGHTWEIGHT           20        10                 21
## 1581           STABILUS 1          300        20                  S
## 1582           STABILUS 1          200        15               1022
## 1583           STABILUS 1          100        10                 51
## 1584           STABILUS 1           50        10                 27
## 1585                HELLA           40        10               S/40
## 1586           STABILUS 3          100        10                 13
## 1587                HELLA           50        10                 51
## 1588              YANFENG          400        70            401/401
## 1589 MERIDIAN LIGHTWEIGHT          200        20                202
## 1590                 TRMX          100        10                 51
## 1591                 TRMX          100        10                 39
## 1592                 TRMX           50        10                 51
## 1593                 TRMX           50        10                 26
## 1594 MERIDIAN LIGHTWEIGHT           20        10                 21
## 1595 MERIDIAN LIGHTWEIGHT           60        30              37/99
## 1596           STABILUS 1          400                            0
## 1597           STABILUS 1          400                            0
## 1598           STABILUS 1          400                            0
## 1599                 TRMX          100                             
## 1600                 TRMX          150                            0
## 1601                 TRMX           50                            0
## 1602              YANFENG        185ca                             
## 1603                DENSO          240                            0
## 1604                DENSO          240                            0
## 1605              YANFENG       176cel                            0
## 1606              YANFENG       573cel                             
## 1607              YANFENG       208cel                             
## 1608                DENSO           10                             
## 1609                 TRMX          100                             
## 1610                 TRMX           50                             
## 1611                 TRMX          100                            0
## 1612                 TRMX           50                             
## 1613                HELLA          200                             
## 1614                DENSO          240                            0
## 1615           STABILUS 3          400        40                402
## 1616           STABILUS 1          600        60                605
## 1617           STABILUS 1          200        25                202
## 1618           STABILUS 1          200        25                202
## 1619           STABILUS 1          200        25                202
## 1620           STABILUS 1          100        20                104
## 1621              YANFENG          410        40                412
## 1622                 TRMX          400        25                401
## 1623                 TRMX          570        60                519
## 1624           STABILUS 1          600        60                608
## 1625           STABILUS 1          100        20                   
## 1626                 TRMX          400        40                403
## 1627                 TRMX          570        60                584
## 1628           STABILUS 1          200        25                203
## 1629                HELLA          200        25                203
## 1630                HELLA          134        25                137
## 1631                HELLA          200        25                204
## 1632           STABILUS 3          300        35                303
## 1633          STABILUS 3.          200        25                213
## 1634           STABILUS 3          400        40                402
## 1635           STABILUS 3          200        25                204
## 1636           STABILUS 3          200        25                203
## 1637           STABILUS 3          250        25                252
## 1638           STABILUS 3          100        20                102
## 1639           STABILUS 1          200        25                202
## 1640           STABILUS 1          200        25                203
## 1641           STABILUS 1          200        25                201
## 1642           STABILUS 3          200        25                203
## 1643           STABILUS 3          200        25                204
## 1644           STABILUS 3          200        25                  0
## 1645           STABILUS 3          200        25                  0
## 1646           STABILUS 3          180                            0
## 1647           STABILUS 1          100                             
## 1648           STABILUS 3          200                            0
## 1649           STABILUS 3         1000                            0
## 1650           STABILUS 3          800                            0
## 1651           STABILUS 3          400                            0
## 1652           STABILUS 3          400                             
## 1653           STABILUS 3          400                             
## 1654           STABILUS 1          100                             
## 1655                DENSO          240        20                 81
## 1656                DENSO          240        25                 81
## 1657                DENSO          240        25                120
## 1658                DENSO          240        25                 61
## 1659                DENSO          240        50                180
## 1660                DENSO          240        50                180
## 1661           STABILUS 3          400        15                 25
## 1662           STABILUS 3           30        15                 32
## 1663           STABILUS 1           50        15                 26
## 1664           STABILUS 1           36        15                  0
## 1665           STABILUS 1           36        10                 10
## 1666           STABILUS 1          216        50                216
## 1667           STABILUS 1           50        15                 50
## 1668           STABILUS 1          600        75                150
## 1669           STABILUS 3          100        15                 26
## 1670           STABILUS 3          100        15                 11
## 1671           STABILUS 3          100        15                  0
## 1672                 TRMX          100        25                  0
## 1673                 TRMX           50        15                  0
## 1674                 TRMX           50        15                  0
## 1675                 TRMX          100        25                  0
## 1676                 TRMX          100        25                  0
## 1677                 TRMX           50        15                  0
## 1678                 TRMX           50        15                  0
## 1679                 TRMX           50        15                  0
## 1680                 TRMX           76        25                  0
## 1681                 TRMX           50                             
## 1682           STABILUS 3          200        50                400
## 1683           STABILUS 1           10        10                 11
## 1684                 TRMX          100        10                  S
## 1685           STABILUS 1          216        15                110
## 1686              YANFENG          400                            0
## 1687               VARROC           40        20                   
## 1688               VARROC           99        10                200
## 1689               VARROC           99        20                   
## 1690               VARROC          300       100          A=S B=200
## 1691                DENSO           10        10                  4
## 1692                 TRMX           50                           50
## 1693                 TRMX           50                           30
## 1694                 TRMX           76                           50
## 1695           STABILUS 1          150        10                152
## 1696           STABILUS 1          600        30                181
## 1697                DENSO          240        15                 61
## 1698                DENSO          240        15                 61
## 1699           STABILUS 1           20        10                 11
## 1700           STABILUS 1           20        10                  S
## 1701           STABILUS 1           36        10                 36
## 1702           STABILUS 1           10        10                 11
## 1703           STABILUS 1           29        10                 30
## 1704 MERIDIAN LIGHTWEIGHT           23        10                 48
## 1705 MERIDIAN LIGHTWEIGHT           23        10                 24
## 1706           STABILUS 1           50        10                 27
## 1707           STABILUS 1          100        10                  S
## 1708           STABILUS 1          200        15                102
## 1709           STABILUS 1          100        10                100
## 1710 MERIDIAN LIGHTWEIGHT           23        20             35/162
## 1711 MERIDIAN LIGHTWEIGHT          200        15                201
## 1712               VARROC          300        40                 17
## 1713                 TRMX          100                             
## 1714           STABILUS 1         50ca                            0
## 1715                 TRMX        200ca                            0
## 1716                 TRMX        285ca                            0
## 1717                DENSO          240                            0
## 1718                DENSO          240                            0
## 1719                DENSO           10                             
## 1720                 TRMX          100                             
## 1721                 TRMX           50                             
## 1722              YANFENG       573cel                            0
## 1723              YANFENG       208cel                            0
## 1724                 TRMX           50                             
## 1725                HELLA          200                             
## 1726                DENSO          240                            0
## 1727           STABILUS 1          200        25                202
## 1728           STABILUS 1          200        25                202
## 1729           STABILUS 1         1200        60               1124
## 1730           STABILUS 1           20        20                 42
## 1731           STABILUS 1           20                           42
## 1732           STABILUS 1         1200        60               1125
## 1733               VARROC           99        20                  0
## 1734           STABILUS 1        100ra        20                104
## 1735                DENSO          240        25                243
## 1736           STABILUS 1          200        25                203
## 1737           STABILUS 1          100        20                104
## 1738              YANFENG          410        40                412
## 1739           STABILUS 3          300        35                298
## 1740           STABILUS 3          300        35                153
## 1741           STABILUS 3          300        25                  0
## 1742           STABILUS 1          200        25                  0
## 1743           STABILUS 1          200        25                  0
## 1744           STABILUS 1          200        25                  0
## 1745           STABILUS 1          150        20                154
## 1746           STABILUS 1          400                             
## 1747           STABILUS 1          200                             
## 1748           STABILUS 1          100                             
## 1749           STABILUS 3          400                             
## 1750           STABILUS 3          600                             
## 1751           STABILUS 3          800                            0
## 1752           STABILUS 3          600                             
## 1753           STABILUS 3         1000                            0
## 1754           STABILUS 3          400                             
## 1755           STABILUS 1          100                             
## 1756                DENSO          240        20                 61
## 1757                DENSO          240        25                 81
## 1758                DENSO          240        25                121
## 1759                DENSO          240        25                 61
## 1760                DENSO          240        50                180
## 1761                DENSO          240        50                180
## 1762           STABILUS 3          200        50                   
## 1763           STABILUS 1           50        15                 52
## 1764           STABILUS 1          144        30                154
## 1765           STABILUS 1           50        15                 52
## 1766           STABILUS 1           50        15                 28
## 1767           STABILUS 1           36        10                   
## 1768           STABILUS 1          400        50                102
## 1769           STABILUS 3           30        15                 32
## 1770                 TRMX          100        25                 78
## 1771                 TRMX          100        25                100
## 1772                DENSO           40                           40
## 1773                DENSO                                         0
## 1774           STABILUS 1           48                          100
## 1775           STABILUS 1           60                           61
## 1776           STABILUS 1           60                          120
## 1777           STABILUS 1          200                           17
## 1778                               200                          104
## 1779                                40                           20
## 1780              YANFENG           40        15                 14
## 1781           STABILUS 1           20        10                  5
## 1782           STABILUS 1           20        10           Sobrante
## 1783           STABILUS 1           10        10                 11
## 1784           STABILUS 1           10        10                 11
## 1785               VARROC          300        15                300
## 1786           STABILUS 1          200        10                102
## 1787           STABILUS 1          100        15                  S
## 1788           STABILUS 1           50        10                 51
## 1789              YANFENG           40        25                 84
## 1790           STABILUS 1          200        25                202
## 1791           STABILUS 1          200        25                202
## 1792           STABILUS 1          200        25                202
## 1793           STABILUS 1          200        25                202
## 1794           STABILUS 1           20        20                 42
## 1795           STABILUS 1           20         0                 42
## 1796                 TRMX          100         0                  0
## 1797 MERIDIAN LIGHTWEIGHT         23ca         0                  0
## 1798 MERIDIAN LIGHTWEIGHT         23ca         0                  0
## 1799                 TRMX         50ca         0                   
## 1800           STABILUS 1           20         0                   
## 1801              YANFENG       410 ca         0                  0
## 1802           STABILUS 1         50ca         0                   
## 1803 MERIDIAN LIGHTWEIGHT        200ca         0                   
## 1804              YANFENG         18re         0                   
## 1805           STABILUS 3          300        30                306
## 1806          STABILUS 3.          200        25                211
## 1807           STABILUS 3          300        30                300
## 1808           STABILUS 1          200        25                204
## 1809           STABILUS 1          200        25                  0
## 1810           STABILUS 1          200        25                  0
## 1811           STABILUS 1          200        25                  0
## 1812           STABILUS 1          200        25                202
## 1813           STABILUS 1          200        25                203
## 1814              YANFENG         30ro        20                  0
## 1815           STABILUS 3          200        25                212
## 1816           STABILUS 3          200        25                203
## 1817           STABILUS 3          200        25                203
## 1818           STABILUS 3          700         0                  0
## 1819           STABILUS 3          500         0                  0
## 1820           STABILUS 3          400         0                   
## 1821           STABILUS 3          400         0                  0
## 1822           STABILUS 3          400         0                   
## 1823           STABILUS 1          100         0                  0
## 1824           STABILUS 1          100         0                  0
## 1825           STABILUS 1          100         0                   
## 1826           STABILUS 1          400         0                  0
## 1827           STABILUS 1          200         0                  0
## 1828           STABILUS 1          200         0                  0
## 1829           STABILUS 1          200         0                  0
## 1830           STABILUS 1           50                             
## 1831           STABILUS 1          400                             
## 1832               VARROC           40        15            12A/21B
## 1833           STABILUS 3           30        15                 31
## 1834           STABILUS 3          200        15                 13
## 1835                 TRMX           50        15                 50
## 1836                 TRMX           50        15                 50
## 1837                 TRMX           50        15                 50
## 1838           STABILUS 1           50        15                 52
## 1839           STABILUS 3          400        15                 67
## 1840           STABILUS 1          100        15                100
## 1841           STABILUS 1           36        15                 37
## 1842           STABILUS 3          200        60                402
## 1843           STABILUS 1           50        15                 25
## 1844                 TRMX          100        30                 51
## 1845                 TRMX                      0                  0
## 1846                 TRMX                      0                   
## 1847                 TRMX                    100                103
## 1848                 TRMX                     50                 52
## 1849                 TRMX                    100                  0
## 1850                 TRMX                     50                 27
## 1851                 TRMX                     50                 50
## 1852                 TRMX                     50                 50
## 1853                 TRMX                    200                  0
## 1854                 TRMX                    200                204
## 1855                 TRMX                    100                105
## 1856                 TRMX          200                            0
## 1857                 TRMX          100        25                 78
## 1858                 TRMX          100        25                100
## 1859                 TRMX          100        10                  0
## 1860                 TRMX          200        25                202
## 1861                 TRMX          200        25                205
## 1862                 TRMX          200        25                203
## 1863                DENSO                                         0
## 1864                DENSO                                         0
## 1865               VARROC           58        10                 61
## 1866               VARROC           57        10                 57
## 1867               VARROC           60        30                  s
## 1868               VARROC          200        60                  s
## 1869               VARROC           30        20                 30
## 1870               VARROC           58        20                122
## 1871               VARROC           60        20                  0
## 1872                 TRMX          100        25                100
## 1873                 TRMX          100                           50
## 1874                 TRMX          100        25                100
## 1875                 TRMX          100                           50
## 1876                 TRMX          156        40                156
## 1877                 TRMX          156                           50
## 1878                 TRMX           50                      32a/50b
## 1879                                                               
## 1880                DENSO                                         0
## 1881           STABILUS 3           16                             
## 1882           STABILUS 3           16                             
## 1883           STABILUS 3           32                             
## 1884           STABILUS 1          100        10                101
## 1885           STABILUS 1          200        15                 67
## 1886           STABILUS 3           16        10                  3
## 1887           STABILUS 1           40        10                 41
## 1888           STABILUS 3           16        10                 17
## 1889                DENSO           20        10                 21
## 1890              YANFENG           96        10                 33
## 1891                 TRMX          200        15                102
## 1892           STABILUS 1          100        10                  S
## 1893           STABILUS 1          100        10                  S
## 1894           STABILUS 1          100        10                102
## 1895           STABILUS 3          100        10                  0
## 1896                 TRMX          200        15                 78
## 1897                 TRMX          200        15                101
## 1898                 TRMX          200        15                  S
## 1899           STABILUS 3           16        10                  6
## 1900              YANFENG           96        30              65/65
## 1901              YANFENG          229        30                  S
## 1902                 TRMX          200                             
## 1903           STABILUS 1           20                            0
## 1904               VARROC           58                            0
## 1905               VARROC           57                            0
## 1906 MERIDIAN LIGHTWEIGHT        23cel                            0
## 1907                DENSO           10                             
## 1908                DENSO          240                             
## 1909                DENSO          240                            0
## 1910                 TRMX          200                             
## 1911                 TRMX        50cel                             
## 1912                HELLA        520ce                            0
## 1913               VARROC          200                            0
## 1914               VARROC           30                            0
## 1915                DENSO          240                             
## 1916           STABILUS 3          400        40                402
## 1917           STABILUS 1          200        25                202
## 1918           STABILUS 1          200        25                202
## 1919           STABILUS 1          200        25                414
## 1920           STABILUS 1           50        20                 52
## 1921              YANFENG          384        35                387
## 1922              YANFENG          400        40                406
## 1923              YANFENG          192        20                   
## 1924                 TRMX          200        25                   
## 1925                 TRMX          100                           50
## 1926                 TRMX          100                          100
## 1927                 TRMX          156                           50
## 1928           STABILUS 1          200                          414
## 1929              YANFENG          192        20                205
## 1930                HELLA           10                             
## 1931                 TRMX          100        20                102
## 1932                 TRMX          100        20                101
## 1933           STABILUS 3          500        50                505
## 1934           STABILUS 3          400        40                402
## 1935           STABILUS 3          300        35                302
## 1936           STABILUS 3          200        25                203
## 1937                DENSO          240        25                240
## 1938           STABILUS 1          400        40                403
## 1939           STABILUS 1          200        25                204
## 1940           STABILUS 1          200        25                200
## 1941           STABILUS 1          200        25                  0
## 1942           STABILUS 1          164        20                166
## 1943           STABILUS 1          100        20                101
## 1944                HELLA          200        25                204
## 1945                HELLA          134        20                140
## 1946                HELLA          200        25                205
## 1947                 TRMX          200        25                  0
## 1948              YANFENG         30ro        20                  0
## 1949                DENSO           40                            0
## 1950           STABILUS 3          100                            0
## 1951           STABILUS 1          800                            0
## 1952           STABILUS 1          400                            0
## 1953           STABILUS 1          400                             
## 1954           STABILUS 1          200                            0
## 1955           STABILUS 3          500                            0
## 1956           STABILUS 3          800                             
## 1957           STABILUS 3          400                             
## 1958           STABILUS 3         1200                            0
## 1959           STABILUS 3          400                             
## 1960           STABILUS 1          100                            0
## 1961               VARROC           60        20                210
## 1962           STABILUS 1          253        60                253
## 1963           STABILUS 3          200        20                 12
## 1964                DENSO          240        20                 49
## 1965                DENSO          240        20                 81
## 1966                DENSO          240        20                120
## 1967                DENSO          240        20                 61
## 1968                DENSO          240        45                180
## 1969                DENSO          240        45                180
## 1970           STABILUS 1          200        50                202
## 1971           STABILUS 1          200        50                170
## 1972           STABILUS 3          400        20                 67
## 1973           STABILUS 3          100        15                   
## 1974           STABILUS 3          100        15                   
## 1975           STABILUS 3          100        15                 25
## 1976           STABILUS 1           40        10                 41
## 1977                 TRMX          200        50                156
## 1978                 TRMX          200        50                200
## 1979                 TRMX          100        25                100
## 1980                 TRMX          100        25                100
## 1981                 TRMX          156        35                156
## 1982                 TRMX          100                            0
## 1983                 TRMX          100                            0
## 1984           STABILUS 1           12                           12
## 1985           STABILUS 1           14                           14
## 1986           STABILUS 1           80                           81
## 1987           STABILUS 1           80                             
## 1988                 TRMX          200                            0
## 1989                 TRMX          200                            0
## 1990                 TRMX          200                            0
## 1991                 TRMX           50                           32
## 1992               VARROC           50                      151/251
## 1993               VARROC           30                           60
## 1994               VARROC           30                           31
## 1995               VARROC           30                        51/41
## 1996                DENSO                                         0
## 1997                DENSO                                         0
## 1998           STABILUS 3           16                             
## 1999           STABILUS 3           16                             
## 2000           STABILUS 3           32                             
## 2001                DENSO          240        15                 61
## 2002                DENSO          240        15                 61
## 2003           STABILUS 1          100        10                102
## 2004           STABILUS 3           16        10                  0
## 2005           STABILUS 1          112        10                 45
## 2006           STABILUS 1           12        10                 13
## 2007           STABILUS 1           36        10                 40
## 2008           STABILUS 1          100        10                 52
## 2009           STABILUS 3           16        10                 16
## 2010 MERIDIAN LIGHTWEIGHT           41        20             62/288
## 2011                 TRMX          200        15                200
## 2012           STABILUS 1           50        10                 27
## 2013           STABILUS 3          200        15                 26
## 2014                 TRMX          200        15                  S
## 2015                 TRMX          200        15                 78
## 2016                 TRMX          200        15                101
## 2017                DENSO          240                            0
## 2018           STABILUS 1        200ca                            0
## 2019               VARROC           30                            0
## 2020               VARROC           30                            0
## 2021                DENSO           10                             
## 2022                DENSO          240                             
## 2023           STABILUS 1          112        25                225
## 2024              YANFENG          192        25                205
## 2025                 TRMX          200        25                202
## 2026           STABILUS 1          112        20                   
## 2027           STABILUS 1          200        25                202
## 2028           STABILUS 1          200        25                202
## 2029           STABILUS 1          200        25                206
## 2030                 TRMX          100                           40
## 2031                 TRMX          100                           50
## 2032                 TRMX          100                           50
## 2033                 TRMX          156                          140
## 2034                DENSO          240        25                242
## 2035              YANFENG          400        40                396
## 2036                 TRMX          400        20                403
## 2037           STABILUS 1          200        25                204
## 2038           STABILUS 1          200        25                204
## 2039           STABILUS 1          200        25                197
## 2040                HELLA          200        25                204
## 2041                HELLA          134        20                140
## 2042                HELLA          200        25                204
## 2043           STABILUS 3          200        25                   
## 2044           STABILUS 3          200        25                  0
## 2045              YANFENG           30        20                  0
## 2046              YANFENG          384        35                  0
## 2047                 TRMX          100        20                  0
## 2048                 TRMX          100        20                  0
## 2049           STABILUS 1          100        20                103
## 2050                 TRMX          200        25                204
## 2051                 TRMX          100        20                103
## 2052           STABILUS 3          200        25                  0
## 2053          STABILUS 3.          200        25                  0
## 2054              YANFENG           96                            0
## 2055                DENSO           40                            0
## 2056           STABILUS 3          200                            0
## 2057           STABILUS 1          400                            0
## 2058           STABILUS 1          200                            0
## 2059           STABILUS 1          400                            0
## 2060           STABILUS 3          200                             
## 2061           STABILUS 3          400                             
## 2062           STABILUS 3          800                             
## 2063           STABILUS 3          600                            0
## 2064           STABILUS 3          400                             
## 2065           STABILUS 1          100        25                102
## 2066           STABILUS 1          100        25                 52
## 2067                DENSO          240        20                 81
## 2068                DENSO          240        20                 81
## 2069                DENSO          240        20                121
## 2070                DENSO          240        20                 61
## 2071                DENSO          240        50                180
## 2072                DENSO          240        50                180
## 2073           STABILUS 3           30        15                 30
## 2074           STABILUS 3          200        15                 51
## 2075           STABILUS 3          200        15                 11
## 2076           STABILUS 3          200        15                 51
## 2077           STABILUS 1          100        15                 51
## 2078           STABILUS 1           50        15                 54
## 2079                 TRMX          200        50                156
## 2080                 TRMX          200        50                200
## 2081                 TRMX          100        25                100
## 2082                 TRMX          100        25                   
## 2083                 TRMX          100        25                   
## 2084                 TRMX          156        35                   
## 2085                DENSO           40        10                 41
## 2086              VARROC.          358                             
## 2087               VARROC            6                         2/10
## 2088               VARROC           30                           62
## 2089               VARROC           30                           31
## 2090               VARROC           30                        51/41
## 2091               VARROC            0                             
## 2092               VARROC           24                             
## 2093               VARROC           24                             
## 2094               VARROC           24                            S
## 2095           STABILUS 1                                        50
## 2096                                12                            6
## 2097           STABILUS 1          200        15                402
## 2098           STABILUS 1           20        10                  9
## 2099           STABILUS 1           20        10                 11
## 2100              YANFENG           65        10                 45
## 2101              YANFENG           65        10                 66
## 2102           STABILUS 3           32        10                   
## 2103           STABILUS 1          100        10                 51
## 2104              YANFENG           65        10                 66
## 2105              YANFENG           65        10                 66
## 2106              YANFENG          455        25                228
## 2107                DENSO           20        10                 21
## 2108           STABILUS 1          200        15                102
## 2109           STABILUS 3          100        10                 13
## 2110              YANFENG          400        30            401/401
## 2111              YANFENG           65        30             196/66
## 2112                 TRMX          200        15                  0
## 2113                 TRMX          200        15                 78
## 2114                 TRMX          200        15                101
## 2115           STABILUS 1        100ca                            0
## 2116                 TRMX          100                             
## 2117                DENSO          240                            0
## 2118                DENSO          240                            0
## 2119               VARROC           30                            0
## 2120               VARROC           30                            0
## 2121                DENSO           10                             
## 2122           STABILUS 3          400        40                402
## 2123           STABILUS 1           20        20                 48
## 2124              YANFENG           65        20                132
## 2125           STABILUS 1          200        25                406
## 2126           STABILUS 1          200        25                202
## 2127           STABILUS 1          200        25                202
## 2128           STABILUS 1          200        25                202
## 2129           STABILUS 1          200        25                   
## 2130           STABILUS 1           20                           43
## 2131                 TRMX          100                           30
## 2132                 TRMX          100                           50
## 2133                 TRMX          100                           50
## 2134                 TRMX          156                           35
## 2135           STABILUS 1          200        25                403
## 2136                 TRMX          200        25                205
## 2137                DENSO          240        25                243
## 2138              YANFENG          384        35                386
## 2139                 TRMX          100        20                102
## 2140                 TRMX          100        20                102
## 2141           STABILUS 3          200        25                202
## 2142           STABILUS 3          200        25                  0
## 2143           STABILUS 3          200        25                202
## 2144           STABILUS 3          100        20                103
## 2145           STABILUS 3          200        25                  0
## 2146           STABILUS 1          200        25                  0
## 2147           STABILUS 1          200        25                203
## 2148           STABILUS 1          200        25                  0
## 2149           STABILUS 1          200        25                174
## 2150           STABILUS 1          200        25                202
## 2151                HELLA          200        25                202
## 2152                HELLA          134        20                140
## 2153                HELLA          200        25                204
## 2154                 TRMX          200        25                202
## 2155                 TRMX          100        20                102
## 2156           STABILUS 1          100        20                  0
## 2157           STABILUS 1          100        20                  0
## 2158           STABILUS 3          200        25                  0
## 2159           STABILUS 3          100                             
## 2160           STABILUS 1          400                             
## 2161           STABILUS 1          400                            0
## 2162           STABILUS 1          400                             
## 2163           STABILUS 1          200                            0
## 2164           STABILUS 3          200                             
## 2165           STABILUS 3          400                             
## 2166           STABILUS 3          400                             
## 2167           STABILUS 3          400                             
## 2168                DENSO          240        20                 81
## 2169                DENSO          240        20                 81
## 2170                DENSO          240        20                120
## 2171                DENSO          240        20                 61
## 2172                DENSO          240        45                180
## 2173                DENSO          240        45                180
## 2174           STABILUS 3           32        15                   
## 2175           STABILUS 3            7        10                   
## 2176           STABILUS 3           16        10                   
## 2177           STABILUS 3          100        10                 27
## 2178           STABILUS 3          100        10                 11
## 2179           STABILUS 3          100        10                 26
## 2180                 TRMX          200        25                156
## 2181                 TRMX          200        25                200
## 2182                 TRMX          100        25                 52
## 2183           STABILUS 1           50        10                 52
## 2184           STABILUS 1           50        10                 20
## 2185           STABILUS 1          100        15                102
## 2186           STABILUS 1           72        15                 73
## 2187                 TRMX           50        15                100
## 2188               VARROC           24        10                 25
## 2189               VARROC           24        10                  7
## 2190               VARROC           24        10                 13
## 2191               VARROC           24        15                 84
## 2192                 TRMX          200                            0
## 2193           STABILUS 1           30        10                 31
## 2194           STABILUS 1          100        10                102
## 2195               VARROC           24        10                 15
## 2196              YANFENG           56        10                 14
## 2197           STABILUS 1                                          
## 2198           STABILUS 1           60        20                102
## 2199           STABILUS 1          480        10                   
## 2200              YANFENG           56        10                   
## 2201              YANFENG          455        25                228
## 2202                DENSO           25                           25
## 2203           STABILUS 3           32                            0
## 2204                 <NA>           20                           21
## 2205           STABILUS 1          200        15                202
## 2206           STABILUS 3           32        10                   
## 2207              YANFENG           96        10                 33
## 2208              YANFENG           56        10                   
## 2209           STABILUS 1           80        10                 33
## 2210           STABILUS 1           10        10                 11
## 2211           STABILUS 1           20        10                 61
## 2212           STABILUS 1           60        10                 21
## 2213           STABILUS 1          200        15                102
## 2214           STABILUS 1           50        10                 51
## 2215           STABILUS 1          216        15                110
## 2216                 TRMX          100        10                  0
## 2217                 TRMX          100        10                 39
## 2218                 TRMX          100        10                 51
## 2219                 TRMX          100        10                 28
## 2220                 TRMX          100        10                 51
## 2221              YANFENG           96        30                  0
## 2222              YANFENG          112        30                  0
## 2223              YANFENG          112        10                  0
## 2224              YANFENG           65                            0
## 2225              YANFENG           65                            0
## 2226                 TRMX          100                            0
## 2227                DENSO          240                             
## 2228                DENSO          240                             
## 2229           STABILUS 1          200                            0
## 2230           STABILUS 1         50ca                            0
## 2231                DENSO           10                             
## 2232           STABILUS 3          300        35                302
## 2233           STABILUS 1          160        25                165
## 2234                 TRMX          300        35                302
## 2235              YANFENG          192        20                   
## 2236              YANFENG          112        20                   
## 2237           STABILUS 1          200        25                202
## 2238              YANFENG           65                          131
## 2239                 TRMX          100                           50
## 2240              YANFENG          192        20                   
## 2241              YANFENG          112        20                   
## 2242           STABILUS 3          300        35                303
## 2243          STABILUS 3.          200        25                204
## 2244           STABILUS 3          300        35                302
## 2245           STABILUS 1          300        35                313
## 2246           STABILUS 1          200        25                202
## 2247                DENSO          240        25                243
## 2248                HELLA          200        25                205
## 2249                HELLA          134        20                140
## 2250                HELLA          200        25                204
## 2251                 TRMX          100        20                102
## 2252                 TRMX          100        10                103
## 2253                 TRMX           50        20                  0
## 2254                 TRMX           50        10                  0
## 2255           STABILUS 1          200        25                204
## 2256              YANFENG         30ro        20                  0
## 2257                 TRMX          300        35                  0
## 2258           STABILUS 1          100        20                102
## 2259           STABILUS 1          100        20                103
## 2260                 TRMX          100        20                  0
## 2261                 TRMX          100        20                  0
## 2262           STABILUS 3          200        25                  0
## 2263           STABILUS 3          200        25                  0
## 2264           STABILUS 3          100                            0
## 2265           STABILUS 1          600                            0
## 2266           STABILUS 1          400                            0
## 2267           STABILUS 1          100                             
## 2268           STABILUS 3          200                            0
## 2269           STABILUS 3          600                            0
## 2270           STABILUS 3          600                            0
## 2271           STABILUS 3          400                             
## 2272           STABILUS 3          400                             
## 2273           STABILUS 1           50                            0
## 2274                DENSO          240        20                 81
## 2275                DENSO          240        20                 81
## 2276                DENSO          240        20                121
## 2277                DENSO          240        20                 61
## 2278                DENSO          240        50                180
## 2279                DENSO          240        50                180
## 2280           STABILUS 1           72        15                 74
## 2281           STABILUS 1           57        10                 59
## 2282           STABILUS 1           57        10                 16
## 2283           STABILUS 1          216        50                219
## 2284           STABILUS 1           50        10                 51
## 2285                 TRMX          100        15                 56
## 2286                 TRMX          100        15                   
## 2287                 TRMX          100        15                   
## 2288           STABILUS 3           32        10                   
## 2289           STABILUS 3           32        10                 36
## 2290           STABILUS 1          100        25                   
## 2291           STABILUS 1          100        25                   
## 2292           STABILUS 3           30        15                   
## 2293                 TRMX          100        25                   
## 2294                 TRMX          100        25                   
## 2295                 TRMX          100        25                   
## 2296                 TRMX           50        15                   
## 2297                 TRMX           50        15                   
## 2298                 TRMX           76        25                   
## 2299           STABILUS 1           40        10                 20
## 2300           STABILUS 1           45        10                 12
## 2301           STABILUS 1          400        50                102
## 2302           STABILUS 3           32        10                  6
## 2303           STABILUS 3          200        25                 51
## 2304           STABILUS 3          200        25                428
## 2305           STABILUS 3          200        25                417
## 2306                 TRMX          200                            0
## 2307           STABILUS 3           16                            0
## 2308                DENSO           50                           50
## 2309           STABILUS 1          200        10                100
## 2310           STABILUS 1          200        10                 61
## 2311           STABILUS 1          200        10                 50
## 2312           STABILUS 1          200        15                602
## 2313           STABILUS 1           60        10                 25
## 2314           STABILUS 1            8        10                  9
## 2315           STABILUS 1           42        10                 43
## 2316           STABILUS 1          300        15                102
## 2317           STABILUS 1           50        10                 50
## 2318           STABILUS 1          200        10                  0
## 2319              YANFENG         12ca                             
## 2320           STABILUS 1          120        20                140
## 2321           STABILUS 1          200        25                412
## 2322           STABILUS 1          300        35                302
## 2323           STABILUS 1          200        25                202
## 2324           STABILUS 1          200        25                202
## 2325                 TRMX          100                           50
## 2326                 TRMX          100                           50
## 2327           STABILUS 1          200        25                407
## 2328           STABILUS 3          200        25                203
## 2329           STABILUS 3          200        25                204
## 2330                 TRMX          100        20                102
## 2331                 TRMX          100        10                102
## 2332           STABILUS 1          300        35                300
## 2333           STABILUS 1          200        25                204
## 2334           STABILUS 1          200        25                203
## 2335                 TRMX          300        35                102
## 2336                 TRMX          100        20                102
## 2337                 TRMX          100        20                   
## 2338           STABILUS 3          200        25                   
## 2339           STABILUS 3          200        25                   
## 2340           STABILUS 3          200        25                   
## 2341          STABILUS 3.          200        25                   
## 2342              YANFENG          260                            0
## 2343           STABILUS 1          600                            0
## 2344           STABILUS 1          400                            0
## 2345           STABILUS 1          400                            0
## 2346           STABILUS 1          200                            0
## 2347           STABILUS 3          400                             
## 2348           STABILUS 3          400                             
## 2349           STABILUS 3          400                             
## 2350           STABILUS 3          400                             
## 2351           STABILUS 3          400                             
## 2352           STABILUS 1          200                             
## 2353           STABILUS 1        50tro                            0
## 2354           STABILUS 3          400        15                 25
## 2355                 TRMX          100        25                100
## 2356                 TRMX          100        25                100
## 2357           STABILUS 1          200        50                300
## 2358           STABILUS 1          200        50                300
## 2359           STABILUS 1          200        15                 75
## 2360           STABILUS 1          200        50                300
## 2361           STABILUS 3          200        15                 35
## 2362           STABILUS 1          200        50                335
## 2363           STABILUS 3           30        15                   
## 2364           STABILUS 1          100        25                   
## 2365           STABILUS 1          100        15                   
## 2366                 TRMX          100        25                   
## 2367                 TRMX          100        25                   
## 2368                 TRMX          100        25                   
## 2369                 TRMX          156        35                   
## 2370           STABILUS 3          200        25                203
## 2371                DENSO                                         0
## 2372                 TRMX           50                           50
## 2373                DENSO          240        15                 61
## 2374                DENSO          240        15                 61
## 2375               VARROC          226        15                114
## 2376               VARROC           10        10                 21
## 2377               VARROC           10        10                 11
## 2378               VARROC           40        10                 20
## 2379           STABILUS 1          200        10                 67
## 2380           STABILUS 1          200        10                 41
## 2381           STABILUS 1          200        10                 34
## 2382           STABILUS 1           10        10                 11
## 2383              YANFENG           56        10                  0
## 2384              YANFENG           53        10                  0
## 2385              YANFENG           53        10                  0
## 2386              YANFENG           65        10                 66
## 2387              YANFENG           65        10                 66
## 2388              YANFENG          355        20                178
## 2389                HELLA           20        10                 41
## 2390                HELLA           20        10                 21
## 2391                HELLA           50        10                 51
## 2392               VARROC           24        10              26/15
## 2393               VARROC           24        20              32/11
## 2394               VARROC           40        20                   
## 2395               VARROC           40        10                 21
## 2396               VARROC          138        40                 51
## 2397               VARROC           30        10                 31
## 2398               VARROC           62        10                 16
## 2399           STABILUS 1           50        10                 51
## 2400           STABILUS 1          300        15                  0
## 2401                 TRMX           50        10                  0
## 2402                 TRMX           50        10                  0
## 2403              YANFENG          355        20                356
## 2404              YANFENG          384        60              82/62
## 2405              YANFENG           65        30             196/66
## 2406              YANFENG           96        40              65/65
## 2407              YANFENG          112        40              57/29
## 2408              YANFENG           56        10                 15
## 2409           STABILUS 1          400                            0
## 2410           STABILUS 1          400                            0
## 2411           STABILUS 1          400                             
## 2412                DENSO          240                            0
## 2413                DENSO          240                            0
## 2414                 TRMX           50                             
## 2415                DENSO           10                             
## 2416                 TRMX        50cel                             
## 2417                 TRMX          200                            0
## 2418                 TRMX           50                            0
## 2419                HELLA          400                            0
## 2420                DENSO          240                             
## 2421           STABILUS 3          300        35                302
## 2422              YANFENG          320        35                322
## 2423              YANFENG          106        20                   
## 2424           STABILUS 1          200        25                202
## 2425           STABILUS 1          200        25                202
## 2426           STABILUS 1          200        25                202
## 2427                 TRMX          100                           50
## 2428                 TRMX          100                           50
## 2429                 TRMX          100                           80
## 2430               VARROC          226        25                456
## 2431              YANFENG           96        20                   
## 2432                HELLA           10                             
## 2433                 TRMX          300        35                301
## 2434                DENSO          240        25                301
## 2435           STABILUS 3          500        50                503
## 2436          STABILUS 3.          375        35                377
## 2437           STABILUS 1          200        25                201
## 2438           STABILUS 3          250        25                252
## 2439           STABILUS 3          200        25                204
## 2440           STABILUS 1          200        25                203
## 2441           STABILUS 3          300        35                301
## 2442           STABILUS 3          200        25                203
## 2443           STABILUS 3          200        25                203
## 2444           STABILUS 3          200        25                203
## 2445           STABILUS 1          200        25                200
## 2446              YANFENG          320        35                  0
## 2447           STABILUS 1          300        35                302
## 2448           STABILUS 1          200        25                202
## 2449           STABILUS 1          100        20                103
## 2450              YANFENG         30ro        20                 60
## 2451           STABILUS 3          200        25                   
## 2452           STABILUS 3          200        25                   
## 2453                 TRMX          100        20                   
## 2454                HELLA           40                             
## 2455           STABILUS 1          600        75                151
## 2456               VARROC           24        15                 85
## 2457               VARROC           40        20             40A/40
## 2458                DENSO          240        20                 81
## 2459                DENSO          240        20                 81
## 2460                DENSO          240        20                120
## 2461                DENSO          240        20                 61
## 2462                DENSO          240        50                180
## 2463                DENSO          240        50                180
## 2464           STABILUS 3           55        15                   
## 2465           STABILUS 3          500        40                 85
## 2466           STABILUS 1          300        60                300
## 2467                 TRMX          100        25                 50
## 2468                 TRMX          100        25                 50
## 2469                 TRMX          156        40                 78
## 2470                 TRMX          100        25                100
## 2471           STABILUS 1          200        50                200
## 2472           STABILUS 1          200        50                201
## 2473           STABILUS 1          200        15                 51
## 2474           STABILUS 1          200        50                201
## 2475               VARROC           36        10                   
## 2476               VARROC          270        60              45/23
## 2477                 TRMX          200                            0
## 2478                 TRMX          100        25                100
## 2479                DENSO           14                           14
## 2480                                30                           31
## 2481                DENSO          240        10                 61
## 2482                DENSO          240        10                 61
## 2483               VARROC           80        15                162
## 2484               VARROC           10        10                 21
## 2485               VARROC            6        10                  7
## 2486               VARROC           64        10                 65
## 2487              YANFENG           53        10                 36
## 2488              YANFENG           53        10                 54
## 2489           STABILUS 1          160        15                 65
## 2490           STABILUS 1          200        15                202
## 2491           STABILUS 1          108        10                 55
## 2492           STABILUS 1          100        10                 34
## 2493           STABILUS 1          100        10                 21
## 2494           STABILUS 1          100        10                 17
## 2495              YANFENG           56        10                113
## 2496           STABILUS 1           20        10                 42
## 2497           STABILUS 1          120        15                121
## 2498           STABILUS 1           40        10                 41
## 2499               VARROC           40        20              31/31
## 2500               VARROC           40        10                 20
## 2501               VARROC           80        40            134/107
## 2502               VARROC            5        10                  5
## 2503               VARROC           28        10                 29
## 2504           STABILUS 1          200        15                200
## 2505           STABILUS 1          100        10                 52
## 2506           STABILUS 1          100        10                102
## 2507           STABILUS 1          200        15                  S
## 2508              YANFENG         65ca                            0
## 2509              YANFENG         65ca                            0
## 2510                 TRMX          200                            0
## 2511           STABILUS 1         10ca                            0
## 2512                DENSO          240                            0
## 2513                DENSO          240                            0
## 2514              YANFENG         56ca                            0
## 2515                DENSO           10                             
## 2516           STABILUS 1          320        35                330
## 2517              YANFENG          106        20                106
## 2518              YANFENG          192        25                197
## 2519              YANFENG          112        20                122
## 2520           STABILUS 1          200        25                   
## 2521           STABILUS 1          200        25                   
## 2522                 TRMX          100                           50
## 2523                 TRMX          100                             
## 2524                 TRMX          100                           80
## 2525               VARROC          160        20                162
## 2526              YANFENG          192        20                197
## 2527              YANFENG          112        20                118
## 2528                HELLA           10                             
## 2529              YANFENG          320        35                322
## 2530                 TRMX          100        20                103
## 2531           STABILUS 1          200        25                201
## 2532                DENSO          240        25                242
## 2533           STABILUS 1          200        25                203
## 2534           STABILUS 1          200        25                202
## 2535           STABILUS 3          200        25                202
## 2536           STABILUS 3          200        25                204
## 2537           STABILUS 1          200        25                203
## 2538           STABILUS 1          100        20                102
## 2539           STABILUS 3          200        25                  0
## 2540           STABILUS 3          200        25                  0
## 2541           STABILUS 3          200        25                  0
## 2542                HELLA          200        25                  0
## 2543                HELLA          134        20                  0
## 2544                HELLA          200        25                  0
## 2545                 TRMX          100        20                104
## 2546                 TRMX          100        20                103
## 2547              YANFENG        65sie                           65
## 2548              YANFENG        96sie                           96
## 2549              YANFENG       112sie                          112
## 2550                DENSO           40                           40
## 2551           STABILUS 1          400                             
## 2552           STABILUS 1          400                             
## 2553           STABILUS 3          200                            0
## 2554           STABILUS 3          600                             
## 2555           STABILUS 3          800                             
## 2556           STABILUS 3          400                             
## 2557           STABILUS 1          100                             
## 2558               VARROC           80        20            41A/41B
## 2559                 TRMX           50        10                 50
## 2560           STABILUS 3           35        10                 37
## 2561                 TRMX           50        10                 29
## 2562                 TRMX           50        10                 50
## 2563                 TRMX          100        25                100
## 2564                 TRMX          100        25                100
## 2565                 TRMX          100        25                100
## 2566                 TRMX          156        40                156
## 2567                DENSO          240        20                 81
## 2568                DENSO          240        20                 81
## 2569                DENSO          240        20                120
## 2570                DENSO          240        20                 61
## 2571           STABILUS 1          100        25                100
## 2572           STABILUS 1          100        25                101
## 2573           STABILUS 1          100        25                101
## 2574           STABILUS 1          200        50                200
## 2575           STABILUS 1           50        10                   
## 2576           STABILUS 1           70        10                   
## 2577           STABILUS 1          600        75                151
## 2578           STABILUS 1           20        10                 21
## 2579           STABILUS 1           72        20                 74
## 2580           STABILUS 1           50        10                 11
## 2581                DENSO           20        10                  0
## 2582              YANFENG           50        10                 13
## 2583                 TRMX          200        15                400
## 2584                 TRMX          100        10                202
## 2585                 TRMX          200        25                406
## 2586                 TRMX          100        20                   
## 2587                 TRMX          200        25                202
## 2588                 TRMX          100        20                200
## 2589               VARROC           41        20            41A/41B
## 2590               VARROC           41        10                   
## 2591           STABILUS 1          108                          113
## 2592           STABILUS 1          108                             
## 2593                HELLA           20                           20
## 2594                HELLA           20                            0
## 2595                HELLA           20                            0
## 2596                HELLA           50                            0
## 2597                 TRMX          400                          200
## 2598              YANFENG                                       103
## 2599                DENSO          240        10                   
## 2600                DENSO          240        10                   
## 2601               VARROC          224        15                150
## 2602               VARROC           96        10                 98
## 2603               VARROC           60        10                122
## 2604               VARROC            4        10                 10
## 2605               VARROC           60        10                 61
## 2606               VARROC            4        10                  5
## 2607               VARROC            4        10                  1
## 2608           STABILUS 3           32        10                   
## 2609           STABILUS 1          100        10                 35
## 2610           STABILUS 1          100        10                 21
## 2611           STABILUS 1          100        10                 17
## 2612               VARROC          210       120                210
## 2613               VARROC           60        30             101/81
## 2614               VARROC           16        10                  8
## 2615               VARROC           16        10              13/13
## 2616               VARROC           12        10                 13
## 2617               VARROC           36        20                 16
## 2618               VARROC           36        10                  9
## 2619           STABILUS 1          100        10                 51
## 2620                 TRMX          200        15                102
## 2621           STABILUS 1          108        10                 56
## 2622                 TRMX          100                             
## 2623              YANFENG           96                             
## 2624                 TRMX          200                            0
## 2625                 TRMX          200                            0
## 2626                DENSO          216                            0
## 2627                DENSO          216                            0
## 2628              YANFENG           53                            0
## 2629           STABILUS 1        200ca                             
## 2630                 TRMX          100                             
## 2631                 TRMX           50                             
## 2632                DENSO            9                            0
## 2633           STABILUS 3          200        25                202
## 2634           STABILUS 1          200        25                202
## 2635           STABILUS 1          200        25                202
## 2636                 TRMX          200        25                202
## 2637                 TRMX          100                           30
## 2638                 TRMX          100                           60
## 2639                 TRMX          100                             
## 2640               VARROC           96        20                196
## 2641               VARROC          224        25                450
## 2642               VARROC           60        20                122
## 2643              YANFENG        65 re                             
## 2644              YANFENG        65 re                             
## 2645           STABILUS 3          400        40                400
## 2646           STABILUS 3          200        25                205
## 2647           STABILUS 3          200        25                201
## 2648           STABILUS 3          200        25                202
## 2649          STABILUS 3.          200        25                203
## 2650           STABILUS 3          300        35                303
## 2651           STABILUS 3          200        25                196
## 2652           STABILUS 1          200        25                  0
## 2653           STABILUS 1          200        25                  0
## 2654           STABILUS 3          200        25                  0
## 2655           STABILUS 3          100        20                  0
## 2656                HELLA          200        25                202
## 2657                HELLA          134        20                140
## 2658                HELLA          200        25                205
## 2659                 TRMX          100        20                   
## 2660                 TRMX          100        20                   
## 2661                 TRMX          200        25                202
## 2662                 TRMX          200        25                   
## 2663                DENSO           40                             
## 2664           STABILUS 1          400                            0
## 2665           STABILUS 1          400                            0
## 2666           STABILUS 1          400                             
## 2667           STABILUS 3          400                             
## 2668           STABILUS 3          600                             
## 2669           STABILUS 3          400                             
## 2670               VARROC           80        30            41A/41B
## 2671                DENSO          240        50                180
## 2672                DENSO          240        50                180
## 2673               VARROC           36        20                136
## 2674           STABILUS 1          100        25                102
## 2675           STABILUS 1          100        15                 52
## 2676           STABILUS 1           50        10                 26
## 2677           STABILUS 1           50        10                 13
## 2678           STABILUS 1          600        75                400
## 2679                DENSO          216        20                   
## 2680           STABILUS 3           30        15                 32
## 2681           STABILUS 3           32        10                   
## 2682           STABILUS 1          100        25                100
## 2683           STABILUS 1          100        25                 51
## 2684           STABILUS 1           18        10                   
## 2685           STABILUS 3          400        20                 25
## 2686           STABILUS 1           18        10                   
## 2687           STABILUS 1          108        25                   
## 2688           STABILUS 1          100        25                105
## 2689           STABILUS 1          100        25                102
## 2690           STABILUS 1          200        30                 51
## 2691           STABILUS 1          100        25                102
## 2692                 TRMX          100        25                   
## 2693                 TRMX                                         0
## 2694                 TRMX           25                          406
## 2695               VARROC           16                      16A/16B
## 2696                 TRMX          100                            0
## 2697                 TRMX          100                             
## 2698                 <NA>            1                            1
## 2699                                 1                             
## 2700                                 1                            1
## 2701                                 1                            1
## 2702           STABILUS 3          100                          103
## 2703           STABILUS 3          200                          204
## 2704                DENSO          200                          202
## 2705               VARROC            7                            S
## 2706                                22                           11
## 2707           STABILUS 1          100                          100
## 2708           STABILUS 1          100                           51
## 2709                 TRMX          100                          100
## 2710              YANFENG            2                            4
## 2711              YANFENG            2                            4
## 2712                               260                          260
## 2713                DENSO           20                           21
## 2714               VARROC           48                           50
## 2715               VARROC           11                             
##      TIEMPO.CALIDAD
## 1                 1
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## 2293               
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## 2295               
## 2296               
## 2297               
## 2298               
## 2299              1
## 2300              1
## 2301              1
## 2302              1
## 2303              1
## 2304              1
## 2305              1
## 2306              0
## 2307              0
## 2308              1
## 2309              1
## 2310              1
## 2311              1
## 2312              1
## 2313              1
## 2314              1
## 2315              1
## 2316               
## 2317               
## 2318              0
## 2319              0
## 2320              1
## 2321              1
## 2322              1
## 2323              1
## 2324              1
## 2325              1
## 2326              1
## 2327              1
## 2328              1
## 2329              1
## 2330              1
## 2331              1
## 2332              1
## 2333              1
## 2334              1
## 2335              1
## 2336              1
## 2337               
## 2338               
## 2339               
## 2340               
## 2341               
## 2342              1
## 2343              0
## 2344              0
## 2345              0
## 2346              0
## 2347               
## 2348               
## 2349               
## 2350               
## 2351               
## 2352               
## 2353              0
## 2354          08:18
## 2355          08:38
## 2356          09:05
## 2357          10:04
## 2358           1.40
## 2359          11:43
## 2360          12:30
## 2361          10:17
## 2362          11:22
## 2363               
## 2364               
## 2365               
## 2366               
## 2367               
## 2368               
## 2369               
## 2370              1
## 2371               
## 2372              1
## 2373              1
## 2374              1
## 2375             11
## 2376              1
## 2377              1
## 2378              1
## 2379              1
## 2380              1
## 2381              1
## 2382              1
## 2383               
## 2384               
## 2385               
## 2386              1
## 2387              1
## 2388              1
## 2389              1
## 2390              1
## 2391              1
## 2392              1
## 2393              1
## 2394               
## 2395              1
## 2396              1
## 2397              1
## 2398              1
## 2399              1
## 2400              0
## 2401              0
## 2402              0
## 2403              1
## 2404              1
## 2405              1
## 2406              1
## 2407               
## 2408              1
## 2409              0
## 2410              0
## 2411              0
## 2412              0
## 2413              0
## 2414               
## 2415               
## 2416               
## 2417              0
## 2418              0
## 2419              0
## 2420               
## 2421              1
## 2422              1
## 2423               
## 2424              1
## 2425              1
## 2426              1
## 2427              1
## 2428              1
## 2429              1
## 2430              1
## 2431               
## 2432               
## 2433               
## 2434               
## 2435              1
## 2436              1
## 2437              1
## 2438              1
## 2439              1
## 2440              1
## 2441              1
## 2442              1
## 2443              1
## 2444              1
## 2445              1
## 2446              0
## 2447              1
## 2448              1
## 2449              1
## 2450              1
## 2451               
## 2452               
## 2453               
## 2454               
## 2455              1
## 2456              1
## 2457              1
## 2458              1
## 2459              1
## 2460              1
## 2461              1
## 2462              1
## 2463              1
## 2464               
## 2465              1
## 2466              1
## 2467              1
## 2468              1
## 2469              1
## 2470              1
## 2471              1
## 2472              1
## 2473              1
## 2474              1
## 2475              1
## 2476              1
## 2477              0
## 2478              2
## 2479               
## 2480              1
## 2481              1
## 2482              1
## 2483              1
## 2484              1
## 2485              1
## 2486              1
## 2487              1
## 2488              1
## 2489              1
## 2490              1
## 2491              1
## 2492              1
## 2493              1
## 2494              1
## 2495               
## 2496              1
## 2497              1
## 2498              1
## 2499              9
## 2500              1
## 2501              1
## 2502             21
## 2503              1
## 2504              1
## 2505              1
## 2506              1
## 2507              1
## 2508              0
## 2509              0
## 2510              0
## 2511              0
## 2512              0
## 2513              0
## 2514              0
## 2515               
## 2516              1
## 2517              1
## 2518              1
## 2519              1
## 2520               
## 2521               
## 2522              1
## 2523               
## 2524              1
## 2525             10
## 2526              1
## 2527              1
## 2528               
## 2529              1
## 2530              1
## 2531              1
## 2532              1
## 2533              1
## 2534              1
## 2535              1
## 2536              1
## 2537              1
## 2538              1
## 2539              0
## 2540              0
## 2541              0
## 2542              0
## 2543              0
## 2544              0
## 2545              1
## 2546              1
## 2547              1
## 2548              1
## 2549              1
## 2550              1
## 2551               
## 2552               
## 2553              0
## 2554               
## 2555               
## 2556               
## 2557               
## 2558              1
## 2559              1
## 2560              1
## 2561              1
## 2562              1
## 2563              1
## 2564              1
## 2565              1
## 2566              1
## 2567              1
## 2568              1
## 2569              1
## 2570              1
## 2571              1
## 2572              1
## 2573              1
## 2574              1
## 2575               
## 2576               
## 2577              1
## 2578              1
## 2579              1
## 2580              1
## 2581              0
## 2582              1
## 2583              1
## 2584              1
## 2585              1
## 2586              1
## 2587              1
## 2588              1
## 2589              1
## 2590               
## 2591              1
## 2592               
## 2593              1
## 2594              0
## 2595              0
## 2596              0
## 2597              1
## 2598              1
## 2599               
## 2600               
## 2601              1
## 2602              1
## 2603              1
## 2604              1
## 2605              1
## 2606              1
## 2607              1
## 2608               
## 2609              1
## 2610              1
## 2611              1
## 2612              2
## 2613              1
## 2614              1
## 2615              1
## 2616              1
## 2617              1
## 2618              1
## 2619              1
## 2620              1
## 2621              1
## 2622               
## 2623               
## 2624              0
## 2625              0
## 2626              0
## 2627              0
## 2628               
## 2629               
## 2630               
## 2631               
## 2632              0
## 2633               
## 2634               
## 2635               
## 2636               
## 2637              1
## 2638              1
## 2639               
## 2640              1
## 2641              1
## 2642              1
## 2643               
## 2644               
## 2645              1
## 2646              1
## 2647              1
## 2648              1
## 2649              1
## 2650              1
## 2651              1
## 2652              0
## 2653              0
## 2654              0
## 2655              0
## 2656              1
## 2657              1
## 2658              1
## 2659               
## 2660               
## 2661              1
## 2662               
## 2663              1
## 2664              0
## 2665              0
## 2666               
## 2667               
## 2668               
## 2669               
## 2670              1
## 2671              1
## 2672              1
## 2673              1
## 2674              1
## 2675              1
## 2676              1
## 2677              1
## 2678              1
## 2679               
## 2680              1
## 2681               
## 2682              1
## 2683              1
## 2684               
## 2685              1
## 2686               
## 2687               
## 2688              1
## 2689              1
## 2690              1
## 2691              1
## 2692               
## 2693              0
## 2694              2
## 2695              1
## 2696              0
## 2697               
## 2698               
## 2699               
## 2700               
## 2701               
## 2702              1
## 2703              1
## 2704              1
## 2705               
## 2706              1
## 2707              1
## 2708              1
## 2709              1
## 2710              1
## 2711              1
## 2712              1
## 2713              1
## 2714              1
## 2715

Se decidió eliminar estas columnas, ya que, no aportan datos relevantes.

Técnica 2- Eliminar NA´s

bd_produccion1 <- bd_produccion
bd_produccion1 <- na.omit(bd_produccion1)
sapply(bd_produccion1, function(x) sum (is.na(x)))
##            CLIENTE       PIEZAS.PROG.          TMO..MIN. Laminas.procesadas 
##                  0                  0                  0                  0 
##     TIEMPO.CALIDAD 
##                  0

Al utilizar esta función se eliminaron los NA´s que había enla base de datos que de igual forma, no aportaban ningun dato relevante.

Clasificación de cada variable y su escala de medición

Variable<-c("CLIENTE","PIEZAS.PROG", "TMO..MIN.","Laminas.procesadas","TIEMPO.CALIDAD")
Type<-c("cualitativa", "cuantitativa (discreta)", "cuantitativa (continua)", "cuantitativa (discreta)", "cuantitativa (continua)")
Measurement<-c("NA","Unidades/Piezas","Minutos","Unidades/Laminas","Horas")
table<-data.frame(Variable,Type,Measurement)
knitr::kable(table)
Variable Type Measurement
CLIENTE cualitativa NA
PIEZAS.PROG cuantitativa (discreta) Unidades/Piezas
TMO..MIN. cuantitativa (continua) Minutos
Laminas.procesadas cuantitativa (discreta) Unidades/Laminas
TIEMPO.CALIDAD cuantitativa (continua) Horas

Análisis descriptivo

describe(bd_produccion1)
##                     vars    n   mean     sd median trimmed    mad min max range
## CLIENTE*               1 2713   6.15   2.87      6    6.13   2.97   1  11    10
## PIEZAS.PROG.*          2 2713  92.90  68.37     74   88.74  91.92   1 241   240
## TMO..MIN.*             3 2713   6.69   4.96      7    6.26   5.93   1  23    22
## Laminas.procesadas*    4 2713 108.68 116.60     75   94.95 109.71   1 365   364
## TIEMPO.CALIDAD*        5 2713   8.72   6.31     12    8.51   0.00   1  35    34
##                     skew kurtosis   se
## CLIENTE*            0.08    -0.76 0.06
## PIEZAS.PROG.*       0.36    -0.95 1.31
## TMO..MIN.*          0.44    -0.68 0.10
## Laminas.procesadas* 0.68    -0.96 2.24
## TIEMPO.CALIDAD*     0.58     1.06 0.12

Tabla de frecuencia

table(bd_produccion1$CLIENTE, bd_produccion1$Laminas.procesadas)
##                       
##                              0 03:00   1  10 10:30 100 101 101/101 101/41
##                         22  26     0   4   2     1   3   3       0      0
##   DENSO                 41  57     0   0   0     0   1   0       0      0
##   HELLA                  9  17     0   0   0     0   0   0       0      0
##   MERIDIAN LIGHTWEIGHT   3   7     0   0   0     0   1   0       1      0
##   STABILUS 1           126 110     0   0   1     0  11   9       0      0
##   STABILUS 3           111  68     0   0   1     0   0   1       0      0
##   STABILUS 3.            1   2     0   0   0     0   0   0       0      0
##   TRMX                  91  87     1   2   0     0  24   7       0      0
##   VARROC                17  22     0   1   1     0   4   0       0      0
##   VARROC.                1   0     0   0   0     0   0   0       0      0
##   YANFENG               60  83     0   0   0     0   0   2       0      1
##                       
##                        101/81 102 1022 103 104 105 105/53 106 107 108 109  11
##                             0   4    0   0   1   0      0   0   0   0   0   1
##   DENSO                     0   0    0   0   0   0      0   0   0  10   0   0
##   HELLA                     0   0    0   0   0   0      0   0   0   0   0   3
##   MERIDIAN LIGHTWEIGHT      0   0    0   0   0   0      0   0   0   0   0   0
##   STABILUS 1                0  47    1   9   7   2      0   0   1   0   0  16
##   STABILUS 3                0   1    0   3   0   0      0   0   0   0   0   6
##   STABILUS 3.               0   0    0   0   0   0      0   0   0   0   0   0
##   TRMX                      0  17    0   5   2   1      0   0   0   0   2   0
##   VARROC                    3   1    0   0   0   0      0   0   0   0   0   3
##   VARROC.                   0   0    0   0   0   0      0   0   0   0   0   0
##   YANFENG                   0   1    0   2   0   0      1   1   0   0   0   0
##                       
##                        11.40 11:06 110 111 112 1124 1125 113 114 115 116 118
##                            1     1   0   0   0    0    0   0   2   2   0   0
##   DENSO                    0     0   0   0   1    0    0   0   0   0   0   0
##   HELLA                    0     0   0   0   0    0    0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT     0     0   0   0   0    0    0   0   0   0   0   0
##   STABILUS 1               0     0   6   1   1    1    1   1   0   0   0   0
##   STABILUS 3               0     0   0   0   0    0    0   0   0   0   0   0
##   STABILUS 3.              0     0   0   0   0    0    0   0   0   0   0   0
##   TRMX                     0     0   0   0   0    0    0   0   0   0   0   0
##   VARROC                   0     0   0   0   0    0    0   0   1   0   1   0
##   VARROC.                  0     0   0   0   0    0    0   0   0   0   0   0
##   YANFENG                  0     0   0   2   1    0    0   1   0   0   0   1
##                       
##                        118/118 119  12 120 121 122 123 124 125 126 126/63
##                              0   0   1   2   0   1   0   0   0   0      0
##   DENSO                      0   0   0   5   4   0   0   0   0   0      0
##   HELLA                      0   0   0   0   0   0   0   0   0   0      0
##   MERIDIAN LIGHTWEIGHT       0   0   0   0   0   0   0   0   0   0      0
##   STABILUS 1                 0   0   3   1   1   1   0   1   0   2      0
##   STABILUS 3                 0   0   2   0   0   0   0   0   0   0      0
##   STABILUS 3.                0   0   0   0   0   0   0   0   0   0      0
##   TRMX                       0   0   0   1   1   1   0   0   1   0      0
##   VARROC                     0   1   2   1   2   4   1   1   0   0      0
##   VARROC.                    0   0   0   0   0   0   0   0   0   0      0
##   YANFENG                    2   0   1   0   0   1   0   0   0   0      2
##                       
##                        12A/21B  13 13/13 13/57 130 131 132 134 134/107 134/108
##                              0   0     0     0   0   0   0   0       0       0
##   DENSO                      0   0     0     0   0   0   0   0       0       0
##   HELLA                      0   0     0     0   0   0   0   0       0       0
##   MERIDIAN LIGHTWEIGHT       0   1     0     1   1   0   0   0       0       0
##   STABILUS 1                 0   5     0     0   1   0   0   2       0       0
##   STABILUS 3                 0   4     0     0   0   0   0   0       0       0
##   STABILUS 3.                0   0     0     0   0   0   0   0       0       0
##   TRMX                       0   0     0     0   0   0   0   0       0       0
##   VARROC                     1   2     1     0   0   0   1   0       1       1
##   VARROC.                    0   0     0     0   0   0   0   0       0       0
##   YANFENG                    0   1     0     0   0   1   1   0       0       0
##                       
##                        134/67 136 137 138 139/70  14 140 141 143 144 146  15
##                             0   0   0   0      0   0   0   1   0   0   0   0
##   DENSO                     0   0   0   0      0   1   0   0   0   6   3   0
##   HELLA                     0   2   3   1      0   0   5   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT      0   0   0   0      0   0   0   0   0   0   0   0
##   STABILUS 1                0   0   0   0      0   2   1   0   1   0   1   1
##   STABILUS 3                0   0   0   0      0   0   0   0   0   0   0   0
##   STABILUS 3.               0   0   0   0      0   0   0   0   0   0   0   0
##   TRMX                      0   0   0   0      0   0   1   0   0   0   0   1
##   VARROC                    0   1   0   0      0   0   0   0   0   0   0   2
##   VARROC.                   0   0   0   0      0   0   0   0   0   0   0   0
##   YANFENG                   2   0   0   0      1   2   0   1   1   1   0   1
##                       
##                        150 151 151/251 152 153 154 155 156 158  16 160 161 162
##                          1   0       0   0   0   0   0   0   0   0   0   1   0
##   DENSO                  0   0       0   0   0   0   0   0   0   0   0   0   0
##   HELLA                  0   0       0   0   0   0   0   0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0       0   0   0   0   0   0   0   0   0   0   0
##   STABILUS 1             1   2       0   5   1   2   1   0   0   2   0   1   0
##   STABILUS 3             0   0       0   0   1   0   0   0   0   2   0   0   0
##   STABILUS 3.            0   0       0   0   0   0   0   0   0   0   0   0   0
##   TRMX                   3   0       0   1   1   0   0   9   0   0   0   0   0
##   VARROC                 1   0       1   2   0   1   0   0   1   3   0   0   4
##   VARROC.                0   0       0   0   0   0   0   0   0   0   0   0   0
##   YANFENG                0   0       0   0   0   0   0   0   0   1   3   0   0
##                       
##                        163 164 165 166 167 16A/16B  17 170 171/69 171/86 173
##                          0   0   0   0   0       0   0   0      0      0   0
##   DENSO                  0   0   0   0   0       0   0   0      0      0   0
##   HELLA                  0   0   0   0   0       0   0   0      0      0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0   0       0   1   0      0      0   0
##   STABILUS 1             2   0   1   1   0       0   6   1      0      0   0
##   STABILUS 3             0   0   0   0   0       0   1   0      0      0   0
##   STABILUS 3.            0   0   0   0   0       0   0   0      0      0   0
##   TRMX                   0   0   0   0   0       0   0   0      0      0   0
##   VARROC                 2   0   0   0   1       1   2   0      0      0   0
##   VARROC.                0   0   0   0   0       0   0   0      0      0   0
##   YANFENG                0   2   0   0   0       0   1   0      1      1   1
##                       
##                        174 176 178  18 180 181 184 185 187 188  19 190 193 194
##                          0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   DENSO                  0   0   0   0  22   0   2   0   0   0   0   0   1   2
##   HELLA                  0   0   0   0   0   0   0   0   1   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0   0   0   0   0   0   0   1   0   0   0
##   STABILUS 1             1   1   0   0   0   1   0   0   0   0   0   0   0   0
##   STABILUS 3             0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   STABILUS 3.            0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   TRMX                   0   0   0   0   0   0   0   1   0   0   0   0   0   0
##   VARROC                 0   0   0   1   0   1   0   0   0   1   0   0   0   0
##   VARROC.                0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   YANFENG                0   0   1   1   0   0   0   0   0   0   0   2   0   0
##                       
##                        196 196/66 197 199 2/10  20 200 200/80 201 201/201
##                          0      0   0   0    0   1   0      0   0       0
##   DENSO                  0      0   0   1    0   0   0      0   0       0
##   HELLA                  0      0   0   0    0   1   0      0   1       0
##   MERIDIAN LIGHTWEIGHT   0      0   0   0    0   0   0      0   2       0
##   STABILUS 1             0      0   2   1    0   2   7      0   9       0
##   STABILUS 3             1      0   0   0    0   0   1      0   1       0
##   STABILUS 3.            0      0   0   0    0   0   0      0   0       0
##   TRMX                   0      0   0   0    0   2   7      0   2       0
##   VARROC                 1      0   0   1    1   2   4      0   1       0
##   VARROC.                0      0   0   0    0   0   0      0   0       0
##   YANFENG                0      2   2   0    0   1   1      1   0       3
##                       
##                        201A/202B 201A/69B 202 203 204 205 206 207 207/161 208
##                                0        0   1   0   0   0   0   0       0   1
##   DENSO                        0        0   1   0   0   0   0   0       0   0
##   HELLA                        0        0   7   4   6   4   0   0       0   0
##   MERIDIAN LIGHTWEIGHT         0        0   1   0   0   0   0   0       0   0
##   STABILUS 1                   0        0  79  22   8   1   3   0       0   1
##   STABILUS 3                   0        0  18  29  13   1   0   0       0   0
##   STABILUS 3.                  0        0   1   4   1   0   0   0       0   0
##   TRMX                         0        0  15   2   2   2   0   0       0   0
##   VARROC                       0        0   1   0   1   0   2   0       1   0
##   VARROC.                      0        0   0   0   0   0   0   0       0   0
##   YANFENG                      1        1   2   0   2   2   1   1       0   3
##                       
##                        208/70 209  21 210 210/46 211 212 213 215 216 219  22
##                             0   1   1   0      0   0   0   0   0   0   0   0
##   DENSO                     0   0   3   0      0   0   0   0   0   0   0   0
##   HELLA                     0   0   2   0      0   0   0   0   2   0   0   0
##   MERIDIAN LIGHTWEIGHT      0   0   2   0      1   0   0   0   0   0   0   1
##   STABILUS 1                0   0   9   0      0   0   0   0   0   5   1   0
##   STABILUS 3                0   0   0   0      0   0   1   0   0   0   0   2
##   STABILUS 3.               0   0   0   0      0   1   0   1   0   0   0   0
##   TRMX                      0   1   1   0      0   0   0   0   0   0   0   0
##   VARROC                    0   0   4   2      0   0   0   0   0   0   0   0
##   VARROC.                   0   0   0   0      0   0   0   0   0   0   0   0
##   YANFENG                   1   0   1   1      0   0   0   0   0   0   0   1
##                       
##                        224 225 227 228 229 22A/23B  23 233 236  24 240 241 242
##                          1   0   0   0   0       0   1   0   0   0   0   0   0
##   DENSO                  0   0   0   0   0       0   0   0   0   0   1   0   2
##   HELLA                  0   0   0   0   0       0   0   0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0   0       0   0   0   0   1   0   0   0
##   STABILUS 1             0   1   0   0   0       0   0   0   1   0   2   0   0
##   STABILUS 3             0   0   0   0   0       0   0   0   0   0   1   0   1
##   STABILUS 3.            0   0   1   0   0       0   0   0   0   0   0   0   0
##   TRMX                   0   0   0   0   1       0   0   1   0   0   0   0   0
##   VARROC                 0   0   1   0   0       1   1   0   0   1   0   0   2
##   VARROC.                0   0   0   0   0       0   0   0   0   0   0   0   0
##   YANFENG                0   0   0   4   0       0   0   2   0   0   1   1   0
##                       
##                        243 246 247 248  25 252 253  26 26/15 26/66 260  27 278
##                          0   0   0   0   4   0   0   2     0     0   1   0   0
##   DENSO                  5   0   0   0   1   0   0   0     0     0   0   1   0
##   HELLA                  0   0   0   0   0   0   0   0     0     0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0   0   0   0   0     0     0   0   0   0
##   STABILUS 1             0   1   0   0   4   0   1   5     0     0   0  10   1
##   STABILUS 3             0   0   0   0   9   2   0   7     0     0   0   2   0
##   STABILUS 3.            0   0   0   0   0   0   1   0     0     0   0   0   0
##   TRMX                   0   0   0   0   0   1   0   1     0     0   0   2   0
##   VARROC                 0   0   0   0   2   0   0   1     1     0   0   0   0
##   VARROC.                0   0   0   0   0   0   0   0     0     0   0   0   0
##   YANFENG                1   0   1   1   0   0   0   0     0     1   0   6   0
##                       
##                         28 286 288  29 29/38 298   3  30 300 301 302 303 304
##                          0   0   1   0     0   0   0   0   0   0   1   0   0
##   DENSO                  0   0   0   0     0   0   0   0   0   1   0   0   0
##   HELLA                  0   0   0   0     0   0   1   0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0     1   0   0   0   0   0   0   0   0
##   STABILUS 1             1   0   0   1     0   0   0   3   5   1   3   0   0
##   STABILUS 3             0   0   0   0     0   1   1   1   1   1   5   5   1
##   STABILUS 3.            0   0   0   0     0   0   0   0   0   0   0   0   0
##   TRMX                   3   0   0   2     0   0   0   4   0   1   2   0   0
##   VARROC                 0   0   0   2     0   0   0   1   1   0   0   0   0
##   VARROC.                0   0   0   0     0   0   0   0   0   0   0   0   0
##   YANFENG                0   1   0   0     0   0   0   0   0   0   1   0   0
##                       
##                        305 306 308 309  31 31/31 310 312 313 314  32 32/11 322
##                          1   0   0   1   1     0   0   1   0   1   0     0   0
##   DENSO                  0   0   0   0   2     0   0   0   0   0   2     0   0
##   HELLA                  0   0   0   0   0     0   0   0   0   0   0     0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0   2     0   0   0   0   0   0     0   0
##   STABILUS 1             0   0   0   0   3     0   0   0   1   0   0     0   0
##   STABILUS 3             0   1   0   0   1     0   0   0   0   0  10     0   0
##   STABILUS 3.            0   0   0   0   0     0   0   0   0   0   0     0   0
##   TRMX                   0   0   0   0   0     0   0   0   0   0   2     0   0
##   VARROC                 0   0   0   0   3     2   1   0   0   0   0     1   2
##   VARROC.                0   0   0   0   0     0   0   0   0   0   0     0   0
##   YANFENG                0   0   2   0   1     0   0   0   0   0   1     0   4
##                       
##                        326 328 32a/50b  33 330 335 336 339  34 344 347  35
##                          0   0       0   0   0   0   0   0   0   0   0   0
##   DENSO                  0   0       0   0   0   0   0   1   0   0   0   0
##   HELLA                  0   0       0   0   0   0   0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0       0   1   0   0   0   0   0   0   0   0
##   STABILUS 1             1   1       0   1   1   1   0   0   3   0   0   1
##   STABILUS 3             0   0       0   1   0   0   0   0   1   0   0   3
##   STABILUS 3.            0   0       0   0   0   0   0   0   0   0   0   0
##   TRMX                   0   0       1   0   0   0   0   0   0   0   0   1
##   VARROC                 0   0       0   0   0   0   0   0   0   0   0   0
##   VARROC.                0   0       0   0   0   0   0   0   0   0   0   0
##   YANFENG                0   0       0   2   0   0   2   0   0   1   1   1
##                       
##                        35/162 351 352 354 356 358  36 368  37 37/162 37/99 370
##                             0   1   1   0   0   0   3   0   0      0     0   0
##   DENSO                     0   0   0   0   0   0   0   0  10      0     0   0
##   HELLA                     0   0   0   0   0   0   0   0   0      0     0   0
##   MERIDIAN LIGHTWEIGHT      1   0   0   0   0   0   0   0   0      1     1   0
##   STABILUS 1                0   0   1   0   0   0   3   0   3      0     0   0
##   STABILUS 3                0   0   0   0   1   1   2   0   1      0     0   0
##   STABILUS 3.               0   0   0   0   0   0   0   0   0      0     0   0
##   TRMX                      0   0   0   0   0   0   0   0   0      0     0   0
##   VARROC                    0   0   0   0   0   0   0   0   0      0     0   0
##   VARROC.                   0   0   0   0   0   0   0   0   0      0     0   0
##   YANFENG                   0   0   3   2   1   0   1   1   0      0     0   1
##                       
##                        375 376 377 378 380 384 386 387  39 390 391 394 396 398
##                          1   0   0   0   0   0   0   0   0   0   0   0   0   0
##   DENSO                  0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   HELLA                  0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   STABILUS 1             0   1   0   0   0   0   0   0   0   0   0   0   0   1
##   STABILUS 3             0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   STABILUS 3.            0   0   1   0   1   0   0   0   0   0   0   0   0   0
##   TRMX                   0   0   0   0   0   0   0   0   9   0   0   0   0   0
##   VARROC                 0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   VARROC.                0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   YANFENG                1   1   0   1   0   1   1   1   1   2   1   1   1   0
##                       
##                        399   4  40 400 400/400 401 401/401 402 403 404 405 406
##                          0   6   2   0       0   0       0   4   0   0   0   0
##   DENSO                  0   1   3   0       0   0       0   0   0   0   0   0
##   HELLA                  0   0   0   0       0   0       0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0   1   0       0   0       0   0   0   0   0   0
##   STABILUS 1             1   0   1   1       0   0       0   4   2   5   1   3
##   STABILUS 3             0   1   1   2       0   0       0   9   3   0   2   0
##   STABILUS 3.            0   0   0   0       0   0       0   0   0   0   0   0
##   TRMX                   0   0   1   1       0   1       0   1   2   2   0   2
##   VARROC                 0   0   0   0       0   0       0   0   0   0   0   0
##   VARROC.                0   0   0   0       0   0       0   0   0   0   0   0
##   YANFENG                0   2   0   1       2   0       2   3   1   0   0   1
##                       
##                        407 408 40A/40  41 410 412 414 417 419 41A/41B  42 421
##                          0   0      0   0   0   0   0   0   1       0   0   1
##   DENSO                  0   0      0   3   0   0   0   0   0       0   0   0
##   HELLA                  0   0      0   2   0   0   0   0   0       0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0      0   0   0   0   0   0   0       0   1   0
##   STABILUS 1             1   1      0   5   0   1   2   0   0       0   6   0
##   STABILUS 3             0   0      0   1   0   0   0   1   0       0   0   0
##   STABILUS 3.            0   0      0   0   0   0   0   0   0       0   0   0
##   TRMX                   0   0      0   0   0   0   0   0   0       0   0   0
##   VARROC                 0   1      1   0   0   0   0   0   0       3   0   0
##   VARROC.                0   0      0   0   0   0   0   0   0       0   0   0
##   YANFENG                0   0      0   2   1   2   0   0   0       0   0   0
##                       
##                        426 428  43 436 437 438 439  44  45 45/23 450 452 456
##                          0   0   0   0   0   0   0   0   0     0   0   0   0
##   DENSO                  0   0   1   0   0   0   0   0   0     0   0   0   0
##   HELLA                  0   0   0   0   0   0   0   0   0     0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0   0   0   0   2   0     0   0   0   0
##   STABILUS 1             0   0   2   0   0   1   1   0   4     0   0   0   0
##   STABILUS 3             1   1   0   1   1   0   0   0   0     0   0   0   0
##   STABILUS 3.            0   0   0   0   0   0   0   0   0     0   0   1   0
##   TRMX                   0   0   0   0   0   0   0   0   0     0   0   0   0
##   VARROC                 0   0   0   0   0   0   0   0   0     1   1   0   1
##   VARROC.                0   0   0   0   0   0   0   0   0     0   0   0   0
##   YANFENG                0   0   0   0   0   0   0   1   5     0   0   0   0
##                       
##                         46  47 477  48  49 492   5 5/10  50 502 503 505  51
##                          1   0   1   1   2   1   0    0   1   0   0   0   3
##   DENSO                  0   0   0   0  18   0   0    0   4   0   0   0   0
##   HELLA                  0   0   0   0   0   0   0    0   1   0   0   0   2
##   MERIDIAN LIGHTWEIGHT   0   1   0   1   0   0   0    0   0   0   0   0   0
##   STABILUS 1             0   1   0   1   0   0   2    0   7   0   0   0  27
##   STABILUS 3             0   0   0   0   0   0   0    0   1   1   1   1   9
##   STABILUS 3.            0   0   0   0   0   0   0    0   0   0   0   0   0
##   TRMX                   0   0   0   0   0   0   1    0  45   0   0   0  15
##   VARROC                 1   0   0   1   0   0   2    1   2   0   0   0   3
##   VARROC.                0   0   0   0   0   0   0    0   0   0   0   0   0
##   YANFENG                0   5   0   1   0   0   0    0   0   0   0   0   0
##                       
##                        51/134 51/41 51/54 51/76 519  52  53  54  55 55A/100B
##                             0     0     0     0   0   1   1   0   0        0
##   DENSO                     0     0     0     0   0   0   0   0   0        0
##   HELLA                     0     0     0     0   0   0   0   0   0        0
##   MERIDIAN LIGHTWEIGHT      0     0     1     0   0   1   0   0   0        0
##   STABILUS 1                0     0     0     0   0  19   2   1   4        0
##   STABILUS 3                0     0     0     0   0   0   0   0   0        0
##   STABILUS 3.               0     0     0     0   0   0   0   0   0        0
##   TRMX                      0     0     0     0   1   5   1   0   0        1
##   VARROC                    1     2     0     1   0   1   0   0   0        0
##   VARROC.                   0     0     0     0   0   0   0   0   0        0
##   YANFENG                   0     0     0     0   0   0   4   1   1        0
##                       
##                         56  57 57/29 572 577  58 582 584  59   6  60 600 602
##                          1   1     0   0   0   0   0   0   1   2   0   0   0
##   DENSO                  0   0     0   0   0   0   0   0   0   0   0   0   0
##   HELLA                  0   0     0   0   0   0   0   0   0   1   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0     0   0   0   0   0   0   0   0   0   0   0
##   STABILUS 1             1   0     0   0   0   0   0   0   1   0   2   0   2
##   STABILUS 3             0   0     0   0   0   0   0   0   0   2   0   1   1
##   STABILUS 3.            0   0     0   0   0   0   0   0   0   0   0   0   0
##   TRMX                   2   1     0   1   0   2   0   1   0   1   2   0   0
##   VARROC                 0   1     0   0   0   0   0   0   0   0   3   0   0
##   VARROC.                0   0     0   0   0   0   0   0   0   0   0   0   0
##   YANFENG                0   0     1   0   1   1   1   0   1   0   1   1   0
##                       
##                        605 608 609  61  62 62/288  64  65 65/65  66  67 688  69
##                          0   0   0   1   2      0   0   0     0   0   0   0   0
##   DENSO                  0   0   0  28   0      0   1   6     0   1   1   0   0
##   HELLA                  0   0   0   0   0      0   0   0     0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0   1      1   1   0     0   0   0   0   0
##   STABILUS 1             1   1   0   3   0      0   0   1     0   0   3   0   0
##   STABILUS 3             0   0   0   0   0      0   0   0     0   0   3   0   0
##   STABILUS 3.            0   0   0   0   0      0   0   0     0   0   0   0   0
##   TRMX                   0   0   0   0   0      0   0   0     0   0   0   0   0
##   VARROC                 0   0   0   2   1      0   0   1     0   0   0   0   1
##   VARROC.                0   0   0   0   0      0   0   0     0   0   0   0   0
##   YANFENG                0   0   1   0   0      0   0   1     2   5   0   2   0
##                       
##                          7  70  73  74 740 741  75 752  76 766  77 772 773  78
##                          0   0   1   0   0   0   0   0   0   0   0   0   0   0
##   DENSO                  0   0   6   0   0   0   0   0   0   0   0   0   0   0
##   HELLA                  0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   STABILUS 1             0   0   1   2   0   0   1   0   2   0   1   0   0   0
##   STABILUS 3             0   0   0   0   0   0   0   0   0   0   0   0   0   2
##   STABILUS 3.            0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   TRMX                   0   0   0   0   0   0   0   0   0   0   0   0   0   9
##   VARROC                 2   0   0   0   0   0   0   0   0   0   0   0   0   0
##   VARROC.                0   0   0   0   0   0   0   0   0   0   0   0   0   0
##   YANFENG                0   6   0   0   1   1   0   2   0   1   2   1   1   0
##                       
##                        78/141 789  79 79/53 790 799   8  80 801 802  81 816 818
##                             0   0   0     0   0   0   0   0   0   0   0   0   0
##   DENSO                     0   0   0     0   0   0   0   0   0   0  16   0   0
##   HELLA                     0   0   0     0   0   0   0   0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT      0   0   0     0   0   0   0   0   0   0   0   0   0
##   STABILUS 1                0   0   0     0   0   0   1   0   0   0   1   1   1
##   STABILUS 3                0   0   0     0   0   0   1   0   0   0   0   0   0
##   STABILUS 3.               0   0   0     0   0   0   0   0   0   0   0   0   0
##   TRMX                      0   0   1     0   0   0   0   5   0   0   0   0   0
##   VARROC                    0   0   0     0   0   0   1   1   0   0   1   0   0
##   VARROC.                   0   0   0     0   0   0   0   0   0   0   0   0   0
##   YANFENG                   1   1   0     1   1   1   0   0   1   2   0   0   0
##                       
##                         82 82/62  83  84 84/67  85 86/35  89   9  90  91  92
##                          0     0   0   0     0   0     0   0   0   0   0   0
##   DENSO                  0     0   0   0     0   0     0   0   0   2   0   0
##   HELLA                  0     0   0   0     0   0     0   0   0   0   0   0
##   MERIDIAN LIGHTWEIGHT   0     0   0   0     0   0     0   0   0   0   0   0
##   STABILUS 1             1     0   0   0     0   0     0   0   2   0   0   0
##   STABILUS 3             0     0   0   0     0   1     0   0   1   0   0   0
##   STABILUS 3.            0     0   0   0     0   0     0   0   0   0   0   0
##   TRMX                   0     0   0   0     0   0     0   0   1   2   0   0
##   VARROC                 0     0   1   1     2   1     0   0   1   0   1   0
##   VARROC.                0     0   0   0     0   0     0   0   0   0   0   0
##   YANFENG                1     1   0   1     0   0     2   2   0   0   0   2
##                       
##                         95  96  97  98 A=70 B=0 A=S B=200 A21/B21 b=225LAM   s
##                          0   1   0   0        0         0       0        0   0
##   DENSO                  0   0   3   0        0         0       0        0   0
##   HELLA                  0   0   0   0        0         0       0        0   0
##   MERIDIAN LIGHTWEIGHT   0   0   0   0        0         0       0        0   0
##   STABILUS 1             0   0   2   0        0         0       0        0   0
##   STABILUS 3             0   0   0   0        0         0       0        0   0
##   STABILUS 3.            0   0   0   0        0         0       0        0   0
##   TRMX                   0   0   0   0        0         0       0        0   0
##   VARROC                 1   1   0   1        0         1       1        0   2
##   VARROC.                0   0   0   0        0         0       0        0   0
##   YANFENG                3   1   0   0        1         0       0        1   0
##                       
##                          S S/120 S/40 Sobrante
##                          0     0    0        0
##   DENSO                  0     0    0        0
##   HELLA                  2     0    1        0
##   MERIDIAN LIGHTWEIGHT   0     0    0        0
##   STABILUS 1            11     0    0        1
##   STABILUS 3             1     0    0        0
##   STABILUS 3.            0     0    0        0
##   TRMX                   7     0    0        0
##   VARROC                11     2    0        0
##   VARROC.                0     0    0        0
##   YANFENG                2     0    0        0
prop.table(table(bd_produccion1$CLIENTE, bd_produccion1$Laminas.procesadas))
##                       
##                                                0        03:00            1
##                        0.0081091043 0.0095834869 0.0000000000 0.0014743826
##   DENSO                0.0151124217 0.0210099521 0.0000000000 0.0000000000
##   HELLA                0.0033173609 0.0062661261 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0011057870 0.0025801696 0.0000000000 0.0000000000
##   STABILUS 1           0.0464430520 0.0405455216 0.0000000000 0.0000000000
##   STABILUS 3           0.0409141172 0.0250645042 0.0000000000 0.0000000000
##   STABILUS 3.          0.0003685957 0.0007371913 0.0000000000 0.0000000000
##   TRMX                 0.0335422042 0.0320678216 0.0003685957 0.0007371913
##   VARROC               0.0062661261 0.0081091043 0.0000000000 0.0003685957
##   VARROC.              0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0221157390 0.0305934390 0.0000000000 0.0000000000
##                       
##                                  10        10:30          100          101
##                        0.0007371913 0.0003685957 0.0011057870 0.0011057870
##   DENSO                0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 1           0.0003685957 0.0000000000 0.0040545522 0.0033173609
##   STABILUS 3           0.0003685957 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0088462956 0.0025801696
##   VARROC               0.0003685957 0.0000000000 0.0014743826 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0007371913
##                       
##                             101/101       101/41       101/81          102
##                        0.0000000000 0.0000000000 0.0000000000 0.0014743826
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0173239956
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0062661261
##   VARROC               0.0000000000 0.0000000000 0.0011057870 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0003685957 0.0000000000 0.0003685957
##                       
##                                1022          103          104          105
##                        0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0033173609 0.0025801696 0.0007371913
##   STABILUS 3           0.0000000000 0.0011057870 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0018429783 0.0007371913 0.0003685957
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0007371913 0.0000000000 0.0000000000
##                       
##                              105/53          106          107          108
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0036859565
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0000000000 0.0000000000
##                       
##                                 109           11        11.40        11:06
##                        0.0000000000 0.0003685957 0.0003685957 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0011057870 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0058975304 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0022115739 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0011057870 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 110          111          112         1124
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0022115739 0.0003685957 0.0003685957 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0007371913 0.0003685957 0.0000000000
##                       
##                                1125          113          114          115
##                        0.0000000000 0.0000000000 0.0007371913 0.0007371913
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0003685957 0.0000000000 0.0000000000
##                       
##                                 116          118      118/118          119
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0000000000 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0003685957 0.0007371913 0.0000000000
##                       
##                                  12          120          121          122
##                        0.0003685957 0.0007371913 0.0000000000 0.0003685957
##   DENSO                0.0000000000 0.0018429783 0.0014743826 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0011057870 0.0003685957 0.0003685957 0.0003685957
##   STABILUS 3           0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0003685957 0.0003685957 0.0003685957
##   VARROC               0.0007371913 0.0003685957 0.0007371913 0.0014743826
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0000000000 0.0003685957
##                       
##                                 123          124          125          126
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0003685957 0.0000000000 0.0007371913
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   VARROC               0.0003685957 0.0003685957 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                              126/63      12A/21B           13        13/13
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0018429783 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0014743826 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0003685957 0.0007371913 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0000000000 0.0003685957 0.0000000000
##                       
##                               13/57          130          131          132
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0003685957 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0003685957 0.0003685957
##                       
##                                 134      134/107      134/108       134/67
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0003685957 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0007371913
##                       
##                                 136          137          138       139/70
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0007371913 0.0011057870 0.0003685957 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0003685957
##                       
##                                  14          140          141          143
##                        0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   DENSO                0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0018429783 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0007371913 0.0003685957 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0000000000 0.0003685957 0.0003685957
##                       
##                                 144          146           15          150
##                        0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   DENSO                0.0022115739 0.0011057870 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0003685957 0.0003685957 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0003685957 0.0011057870
##   VARROC               0.0000000000 0.0000000000 0.0007371913 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0003685957 0.0000000000
##                       
##                                 151      151/251          152          153
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0007371913 0.0000000000 0.0018429783 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0003685957 0.0003685957
##   VARROC               0.0000000000 0.0003685957 0.0007371913 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 154          155          156          158
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0007371913 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0033173609 0.0000000000
##   VARROC               0.0003685957 0.0000000000 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                  16          160          161          162
##                        0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0007371913 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 3           0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0011057870 0.0000000000 0.0000000000 0.0014743826
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0011057870 0.0000000000 0.0000000000
##                       
##                                 163          164          165          166
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0007371913 0.0000000000 0.0003685957 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0007371913 0.0000000000 0.0000000000
##                       
##                                 167      16A/16B           17          170
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0022115739 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0003685957 0.0007371913 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0003685957 0.0000000000
##                       
##                              171/69       171/86          173          174
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0003685957 0.0000000000
##                       
##                                 176          178           18          180
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0081091043
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0003685957 0.0003685957 0.0000000000
##                       
##                                 181          184          185          187
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   VARROC               0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 188           19          190          193
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0007371913 0.0000000000
##                       
##                                 194          196       196/66          197
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0007371913
##   STABILUS 3           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0007371913 0.0007371913
##                       
##                                 199         2/10           20          200
##                        0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   DENSO                0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0000000000 0.0007371913 0.0025801696
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0007371913 0.0025801696
##   VARROC               0.0003685957 0.0003685957 0.0007371913 0.0014743826
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0003685957 0.0003685957
##                       
##                              200/80          201      201/201    201A/202B
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0033173609 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0011057870 0.0003685957
##                       
##                            201A/69B          202          203          204
##                        0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0025801696 0.0014743826 0.0022115739
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0291190564 0.0081091043 0.0029487652
##   STABILUS 3           0.0000000000 0.0066347217 0.0106892739 0.0047917435
##   STABILUS 3.          0.0000000000 0.0003685957 0.0014743826 0.0003685957
##   TRMX                 0.0000000000 0.0055289348 0.0007371913 0.0007371913
##   VARROC               0.0000000000 0.0003685957 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0007371913 0.0000000000 0.0007371913
##                       
##                                 205          206          207      207/161
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0014743826 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0011057870 0.0000000000 0.0000000000
##   STABILUS 3           0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0007371913 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0003685957 0.0003685957 0.0000000000
##                       
##                                 208       208/70          209           21
##                        0.0003685957 0.0000000000 0.0003685957 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0011057870
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0007371913
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0007371913
##   STABILUS 1           0.0003685957 0.0000000000 0.0000000000 0.0033173609
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0003685957 0.0003685957
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0014743826
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0011057870 0.0003685957 0.0000000000 0.0003685957
##                       
##                                 210       210/46          211          212
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 213          215          216          219
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0018429783 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                  22          224          225          227
##                        0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 3           0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 228          229      22A/23B           23
##                        0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0003685957 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0014743826 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 233          236           24          240
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 1           0.0000000000 0.0003685957 0.0000000000 0.0007371913
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0000000000 0.0000000000 0.0003685957
##                       
##                                 241          242          243          246
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0007371913 0.0018429783 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0003685957 0.0000000000
##                       
##                                 247          248           25          252
##                        0.0000000000 0.0000000000 0.0014743826 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0014743826 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0033173609 0.0007371913
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   VARROC               0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0000000000 0.0000000000
##                       
##                                 253           26        26/15        26/66
##                        0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0018429783 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0025801696 0.0000000000 0.0000000000
##   STABILUS 3.          0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0003685957 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0003685957
##                       
##                                 260           27          278           28
##                        0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0036859565 0.0003685957 0.0003685957
##   STABILUS 3           0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0007371913 0.0000000000 0.0011057870
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0022115739 0.0000000000 0.0000000000
##                       
##                                 286          288           29        29/38
##                        0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 1           0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 298            3           30          300
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0011057870 0.0018429783
##   STABILUS 3           0.0003685957 0.0003685957 0.0003685957 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0014743826 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0003685957 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 301          302          303          304
##                        0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   DENSO                0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0011057870 0.0000000000 0.0000000000
##   STABILUS 3           0.0003685957 0.0018429783 0.0018429783 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0003685957 0.0007371913 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0003685957 0.0000000000 0.0000000000
##                       
##                                 305          306          308          309
##                        0.0003685957 0.0000000000 0.0000000000 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0007371913 0.0000000000
##                       
##                                  31        31/31          310          312
##                        0.0003685957 0.0000000000 0.0000000000 0.0003685957
##   DENSO                0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0011057870 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0011057870 0.0007371913 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 313          314           32        32/11
##                        0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0036859565 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0003685957 0.0000000000
##                       
##                                 322          326          328      32a/50b
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0003685957 0.0003685957 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   VARROC               0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0014743826 0.0000000000 0.0000000000 0.0000000000
##                       
##                                  33          330          335          336
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0003685957 0.0003685957 0.0000000000
##   STABILUS 3           0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0000000000 0.0000000000 0.0007371913
##                       
##                                 339           34          344          347
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0011057870 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0003685957 0.0003685957
##                       
##                                  35       35/162          351          352
##                        0.0000000000 0.0000000000 0.0003685957 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3           0.0011057870 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0000000000 0.0011057870
##                       
##                                 354          356          358           36
##                        0.0000000000 0.0000000000 0.0000000000 0.0011057870
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0011057870
##   STABILUS 3           0.0000000000 0.0003685957 0.0003685957 0.0007371913
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0003685957 0.0000000000 0.0003685957
##                       
##                                 368           37       37/162        37/99
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0036859565 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0003685957 0.0003685957
##   STABILUS 1           0.0000000000 0.0011057870 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 370          375          376          377
##                        0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0003685957 0.0000000000
##                       
##                                 378          380          384          386
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0003685957 0.0003685957
##                       
##                                 387           39          390          391
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0033173609 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0007371913 0.0003685957
##                       
##                                 394          396          398          399
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0003685957 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0000000000 0.0000000000
##                       
##                                   4           40          400      400/400
##                        0.0022115739 0.0007371913 0.0000000000 0.0000000000
##   DENSO                0.0003685957 0.0011057870 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0003685957 0.0003685957 0.0000000000
##   STABILUS 3           0.0003685957 0.0003685957 0.0007371913 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0003685957 0.0003685957 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0000000000 0.0003685957 0.0007371913
##                       
##                                 401      401/401          402          403
##                        0.0000000000 0.0000000000 0.0014743826 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0014743826 0.0007371913
##   STABILUS 3           0.0000000000 0.0000000000 0.0033173609 0.0011057870
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0003685957 0.0000000000 0.0003685957 0.0007371913
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0007371913 0.0011057870 0.0003685957
##                       
##                                 404          405          406          407
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0018429783 0.0003685957 0.0011057870 0.0003685957
##   STABILUS 3           0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0007371913 0.0000000000 0.0007371913 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0003685957 0.0000000000
##                       
##                                 408       40A/40           41          410
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0011057870 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0000000000 0.0018429783 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0003685957 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0007371913 0.0003685957
##                       
##                                 412          414          417          419
##                        0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0007371913 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0000000000 0.0000000000 0.0000000000
##                       
##                             41A/41B           42          421          426
##                        0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0022115739 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0011057870 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 428           43          436          437
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   STABILUS 3           0.0003685957 0.0000000000 0.0003685957 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                 438          439           44           45
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   STABILUS 1           0.0003685957 0.0003685957 0.0000000000 0.0014743826
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0003685957 0.0018429783
##                       
##                               45/23          450          452          456
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0003685957 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                  46           47          477           48
##                        0.0003685957 0.0000000000 0.0003685957 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0003685957 0.0000000000 0.0003685957
##   STABILUS 1           0.0000000000 0.0003685957 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0000000000 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0018429783 0.0000000000 0.0003685957
##                       
##                                  49          492            5         5/10
##                        0.0007371913 0.0003685957 0.0000000000 0.0000000000
##   DENSO                0.0066347217 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0007371913 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                  50          502          503          505
##                        0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0014743826 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0025801696 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0003685957 0.0003685957 0.0003685957 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0165868043 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                                  51       51/134        51/41        51/54
##                        0.0011057870 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 1           0.0099520826 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0033173609 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0055289348 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0011057870 0.0003685957 0.0007371913 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##                       
##                               51/76          519           52           53
##                        0.0000000000 0.0000000000 0.0003685957 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0003685957 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0070033174 0.0007371913
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0003685957 0.0018429783 0.0003685957
##   VARROC               0.0003685957 0.0000000000 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0014743826
##                       
##                                  54           55     55A/100B           56
##                        0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0014743826 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0003685957 0.0007371913
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0000000000 0.0000000000
##                       
##                                  57        57/29          572          577
##                        0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0003685957 0.0000000000 0.0003685957 0.0000000000
##   VARROC               0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0003685957 0.0000000000 0.0003685957
##                       
##                                  58          582          584           59
##                        0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0007371913 0.0000000000 0.0003685957 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0000000000 0.0003685957
##                       
##                                   6           60          600          602
##                        0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0007371913 0.0000000000 0.0007371913
##   STABILUS 3           0.0007371913 0.0000000000 0.0003685957 0.0003685957
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0003685957 0.0007371913 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0011057870 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0003685957 0.0003685957 0.0000000000
##                       
##                                 605          608          609           61
##                        0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0103206782
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0003685957 0.0000000000 0.0011057870
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0007371913
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0003685957 0.0000000000
##                       
##                                  62       62/288           64           65
##                        0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0003685957 0.0022115739
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0003685957 0.0003685957 0.0003685957 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0000000000 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0003685957
##                       
##                               65/65           66           67          688
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0003685957 0.0003685957 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0011057870 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0011057870 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0018429783 0.0000000000 0.0007371913
##                       
##                                  69            7           70           73
##                        0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0022115739
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0007371913 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0022115739 0.0000000000
##                       
##                                  74          740          741           75
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0007371913 0.0000000000 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0003685957 0.0003685957 0.0000000000
##                       
##                                 752           76          766           77
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0007371913 0.0000000000 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0000000000 0.0003685957 0.0007371913
##                       
##                                 772          773           78       78/141
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0033173609 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0000000000 0.0003685957
##                       
##                                 789           79        79/53          790
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0003685957 0.0003685957
##                       
##                                 799            8           80          801
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0018429783 0.0000000000
##   VARROC               0.0000000000 0.0003685957 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0000000000 0.0003685957
##                       
##                                 802           81          816          818
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0058975304 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0003685957 0.0003685957 0.0003685957
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0007371913 0.0000000000 0.0000000000 0.0000000000
##                       
##                                  82        82/62           83           84
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0000000000 0.0003685957 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0003685957 0.0000000000 0.0003685957
##                       
##                               84/67           85        86/35           89
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0007371913 0.0003685957 0.0000000000 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0007371913 0.0007371913
##                       
##                                   9           90           91           92
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0007371913 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0007371913 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0003685957 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0003685957 0.0007371913 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0000000000 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0000000000 0.0000000000 0.0007371913
##                       
##                                  95           96           97           98
##                        0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0011057870 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0007371913 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0003685957 0.0003685957 0.0000000000 0.0003685957
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0011057870 0.0003685957 0.0000000000 0.0000000000
##                       
##                            A=70 B=0    A=S B=200      A21/B21     b=225LAM
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   VARROC               0.0000000000 0.0003685957 0.0003685957 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0003685957 0.0000000000 0.0000000000 0.0003685957
##                       
##                                   s            S        S/120         S/40
##                        0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   DENSO                0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   HELLA                0.0000000000 0.0007371913 0.0000000000 0.0003685957
##   MERIDIAN LIGHTWEIGHT 0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   STABILUS 1           0.0000000000 0.0040545522 0.0000000000 0.0000000000
##   STABILUS 3           0.0000000000 0.0003685957 0.0000000000 0.0000000000
##   STABILUS 3.          0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   TRMX                 0.0000000000 0.0025801696 0.0000000000 0.0000000000
##   VARROC               0.0007371913 0.0040545522 0.0007371913 0.0000000000
##   VARROC.              0.0000000000 0.0000000000 0.0000000000 0.0000000000
##   YANFENG              0.0000000000 0.0007371913 0.0000000000 0.0000000000
##                       
##                            Sobrante
##                        0.0000000000
##   DENSO                0.0000000000
##   HELLA                0.0000000000
##   MERIDIAN LIGHTWEIGHT 0.0000000000
##   STABILUS 1           0.0003685957
##   STABILUS 3           0.0000000000
##   STABILUS 3.          0.0000000000
##   TRMX                 0.0000000000
##   VARROC               0.0000000000
##   VARROC.              0.0000000000
##   YANFENG              0.0000000000

Scrap

¿Cuántas variables y registros tiene la base de datos?

summary(bd_scrap)
##   Referencia           Fecha               Hora             Producto        
##  Length:250         Length:250         Length:250         Length:250        
##  Class :character   Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character   Mode  :character  
##                                                                             
##                                                                             
##                                                                             
##     Cantidad    Unidad.de.medida   Ubicación.de.origen Ubicación.de.desecho
##  Min.   : 0.0   Length:250         Length:250          Length:250          
##  1st Qu.: 1.0   Class :character   Class :character    Class :character    
##  Median : 2.0   Mode  :character   Mode  :character    Mode  :character    
##  Mean   : 6.7                                                              
##  3rd Qu.: 7.0                                                              
##  Max.   :96.0                                                              
##     Estado         
##  Length:250        
##  Class :character  
##  Mode  :character  
##                    
##                    
## 
str(bd_scrap)
## 'data.frame':    250 obs. of  9 variables:
##  $ Referencia          : chr  "SP/08731" "SP/08730" "SP/08729" "SP/08728" ...
##  $ Fecha               : chr  "31/08/2022" "31/08/2022" "31/08/2022" "31/08/2022" ...
##  $ Hora                : chr  "14:55:40" "14:49:25" "13:49:29" "9:30:07" ...
##  $ Producto            : chr  "[BACKFRAME 60% CUELLO ARMADO] 18805. 60% Backframe. Cuello Armado." "[N61506747 CAJA] N61506747. Kit. Caja." "[N61506729 SEPARADOR] N61506729. Kit. Separador." "[341332 DIVISOR - U611 & U625] 341332. U611. U625. Divisor Troquelado." ...
##  $ Cantidad            : int  2 1 1 31 1 1 1 9 2 1 ...
##  $ Unidad.de.medida    : chr  "Unidad(es)" "Unidad(es)" "Unidad(es)" "Unidad(es)" ...
##  $ Ubicación.de.origen : chr  "SAB/Calidad/Entrega de PT" "SAB/Calidad/Entrega de PT" "SAB/Calidad/Entrega de PT" "SAB/Pre-Production" ...
##  $ Ubicación.de.desecho: chr  "Virtual Locations/Scrapped" "Virtual Locations/Scrapped" "Virtual Locations/Scrapped" "Virtual Locations/Scrapped" ...
##  $ Estado              : chr  "Hecho" "Hecho" "Hecho" "Hecho" ...

La base de datos tiene 9 variables y 250 registros

2 técnicas de limpieza

Técnica 1 - Eliminar columnas irrelevantes

bd_scrap1 <- subset(bd_scrap, select = -c (Referencia, Hora, Producto, Unidad.de.medida, Ubicación.de.desecho, Estado))
bd_scrap1
##          Fecha Cantidad       Ubicación.de.origen
## 1   31/08/2022        2 SAB/Calidad/Entrega de PT
## 2   31/08/2022        1 SAB/Calidad/Entrega de PT
## 3   31/08/2022        1 SAB/Calidad/Entrega de PT
## 4   31/08/2022       31        SAB/Pre-Production
## 5   31/08/2022        1        SAB/Pre-Production
## 6   31/08/2022        1        SAB/Pre-Production
## 7   31/08/2022        1        SAB/Pre-Production
## 8   31/08/2022        9        SAB/Pre-Production
## 9   31/08/2022        2        SAB/Pre-Production
## 10  31/08/2022        1        SAB/Pre-Production
## 11  30/08/2022        4 SAB/Calidad/Entrega de PT
## 12  30/08/2022        2 SAB/Calidad/Entrega de PT
## 13  30/08/2022       19 SAB/Calidad/Entrega de PT
## 14  30/08/2022        2 SAB/Calidad/Entrega de PT
## 15  30/08/2022        1        SAB/Pre-Production
## 16  30/08/2022       10        SAB/Pre-Production
## 17  30/08/2022        4        SAB/Pre-Production
## 18  30/08/2022        1        SAB/Pre-Production
## 19  30/08/2022        3        SAB/Pre-Production
## 20  30/08/2022        3        SAB/Pre-Production
## 21  30/08/2022        4        SAB/Pre-Production
## 22  30/08/2022        1        SAB/Pre-Production
## 23  30/08/2022        6        SAB/Pre-Production
## 24  30/08/2022        2        SAB/Pre-Production
## 25  30/08/2022        2        SAB/Pre-Production
## 26  30/08/2022        1        SAB/Pre-Production
## 27  30/08/2022        1        SAB/Pre-Production
## 28  29/08/2022        9 SAB/Calidad/Entrega de PT
## 29  29/08/2022        6 SAB/Calidad/Entrega de PT
## 30  29/08/2022       20        SAB/Pre-Production
## 31  29/08/2022       10        SAB/Pre-Production
## 32  29/08/2022       51        SAB/Pre-Production
## 33  29/08/2022        2        SAB/Pre-Production
## 34  29/08/2022        2        SAB/Pre-Production
## 35  29/08/2022        3        SAB/Pre-Production
## 36  27/08/2022        2 SAB/Calidad/Entrega de PT
## 37  27/08/2022        5        SAB/Pre-Production
## 38  27/08/2022        3        SAB/Pre-Production
## 39  27/08/2022        2        SAB/Pre-Production
## 40  27/08/2022       12        SAB/Pre-Production
## 41  27/08/2022        2        SAB/Pre-Production
## 42  27/08/2022        1        SAB/Pre-Production
## 43  27/08/2022        1        SAB/Pre-Production
## 44  27/08/2022        3        SAB/Pre-Production
## 45  27/08/2022        2        SAB/Pre-Production
## 46  27/08/2022        4        SAB/Pre-Production
## 47  27/08/2022        4        SAB/Pre-Production
## 48  26/08/2022        1 SAB/Calidad/Entrega de PT
## 49  26/08/2022        8 SAB/Calidad/Entrega de PT
## 50  26/08/2022        1 SAB/Calidad/Entrega de PT
## 51  26/08/2022        1        SAB/Pre-Production
## 52  26/08/2022        3        SAB/Pre-Production
## 53  26/08/2022        2        SAB/Pre-Production
## 54  26/08/2022        1        SAB/Pre-Production
## 55  26/08/2022        3        SAB/Pre-Production
## 56  26/08/2022        2 SAB/Calidad/Entrega de PT
## 57  26/08/2022        1 SAB/Calidad/Entrega de PT
## 58  26/08/2022        1 SAB/Calidad/Entrega de PT
## 59  26/08/2022        2 SAB/Calidad/Entrega de PT
## 60  25/08/2022        2 SAB/Calidad/Entrega de PT
## 61  25/08/2022        1 SAB/Calidad/Entrega de PT
## 62  25/08/2022        1 SAB/Calidad/Entrega de PT
## 63  25/08/2022        1 SAB/Calidad/Entrega de PT
## 64  25/08/2022        1        SAB/Pre-Production
## 65  25/08/2022        2        SAB/Pre-Production
## 66  25/08/2022        9        SAB/Pre-Production
## 67  25/08/2022       19        SAB/Pre-Production
## 68  25/08/2022        6        SAB/Pre-Production
## 69  25/08/2022       36        SAB/Pre-Production
## 70  25/08/2022       10        SAB/Pre-Production
## 71  24/08/2022        2 SAB/Calidad/Entrega de PT
## 72  24/08/2022        1 SAB/Calidad/Entrega de PT
## 73  24/08/2022        2 SAB/Calidad/Entrega de PT
## 74  24/08/2022        1 SAB/Calidad/Entrega de PT
## 75  24/08/2022        1 SAB/Calidad/Entrega de PT
## 76  24/08/2022        4        SAB/Pre-Production
## 77  24/08/2022        6        SAB/Pre-Production
## 78  24/08/2022        3        SAB/Pre-Production
## 79  24/08/2022       10        SAB/Pre-Production
## 80  24/08/2022        5        SAB/Pre-Production
## 81  24/08/2022        9        SAB/Pre-Production
## 82  24/08/2022        2        SAB/Pre-Production
## 83  24/08/2022        2        SAB/Pre-Production
## 84  24/08/2022        2        SAB/Pre-Production
## 85  24/08/2022        3        SAB/Pre-Production
## 86  24/08/2022        6        SAB/Pre-Production
## 87  24/08/2022        3        SAB/Pre-Production
## 88  24/08/2022       96        SAB/Pre-Production
## 89  24/08/2022        1        SAB/Pre-Production
## 90  24/08/2022       24        SAB/Pre-Production
## 91  24/08/2022        8        SAB/Pre-Production
## 92  23/08/2022        1       SAB/Post-Production
## 93  22/08/2022        2 SAB/Calidad/Entrega de PT
## 94  22/08/2022        1        SAB/Pre-Production
## 95  22/08/2022        6        SAB/Pre-Production
## 96  22/08/2022        7        SAB/Pre-Production
## 97  22/08/2022        5        SAB/Pre-Production
## 98  22/08/2022       40        SAB/Pre-Production
## 99  22/08/2022        4        SAB/Pre-Production
## 100 22/08/2022        4        SAB/Pre-Production
## 101 22/08/2022        2 SAB/Calidad/Entrega de PT
## 102 22/08/2022        6 SAB/Calidad/Entrega de PT
## 103 22/08/2022        1       SAB/Post-Production
## 104 20/08/2022        1        SAB/Pre-Production
## 105 20/08/2022        2        SAB/Pre-Production
## 106 20/08/2022       12        SAB/Pre-Production
## 107 20/08/2022        3        SAB/Pre-Production
## 108 20/08/2022        1        SAB/Pre-Production
## 109 20/08/2022       60        SAB/Pre-Production
## 110 20/08/2022       20        SAB/Pre-Production
## 111 20/08/2022       56        SAB/Pre-Production
## 112 20/08/2022        1        SAB/Pre-Production
## 113 19/08/2022        7        SAB/Pre-Production
## 114 19/08/2022        4        SAB/Pre-Production
## 115 19/08/2022        2        SAB/Pre-Production
## 116 19/08/2022        2        SAB/Pre-Production
## 117 19/08/2022        2        SAB/Pre-Production
## 118 19/08/2022        2        SAB/Pre-Production
## 119 19/08/2022       11        SAB/Pre-Production
## 120 19/08/2022       24        SAB/Pre-Production
## 121 19/08/2022       16        SAB/Pre-Production
## 122 19/08/2022        2        SAB/Pre-Production
## 123 19/08/2022       10        SAB/Pre-Production
## 124 19/08/2022        6        SAB/Pre-Production
## 125 19/08/2022       15        SAB/Pre-Production
## 126 19/08/2022        2        SAB/Pre-Production
## 127 19/08/2022        7        SAB/Pre-Production
## 128 19/08/2022       15        SAB/Pre-Production
## 129 19/08/2022        2        SAB/Pre-Production
## 130 17/08/2022        1        SAB/Pre-Production
## 131 17/08/2022        8        SAB/Pre-Production
## 132 17/08/2022        4        SAB/Pre-Production
## 133 17/08/2022       24        SAB/Pre-Production
## 134 17/08/2022        1        SAB/Pre-Production
## 135 17/08/2022        2        SAB/Pre-Production
## 136 17/08/2022        2        SAB/Pre-Production
## 137 17/08/2022        2        SAB/Pre-Production
## 138 17/08/2022        2        SAB/Pre-Production
## 139 16/08/2022        8 SAB/Calidad/Entrega de PT
## 140 16/08/2022        3 SAB/Calidad/Entrega de PT
## 141 16/08/2022        2 SAB/Calidad/Entrega de PT
## 142 16/08/2022       18        SAB/Pre-Production
## 143 16/08/2022        2        SAB/Pre-Production
## 144 16/08/2022        9        SAB/Pre-Production
## 145 16/08/2022        4        SAB/Pre-Production
## 146 16/08/2022        6        SAB/Pre-Production
## 147 16/08/2022        1        SAB/Pre-Production
## 148 16/08/2022        3        SAB/Pre-Production
## 149 16/08/2022        8        SAB/Pre-Production
## 150 16/08/2022        2        SAB/Pre-Production
## 151 16/08/2022        2        SAB/Pre-Production
## 152 16/08/2022        2        SAB/Pre-Production
## 153 16/08/2022        1        SAB/Pre-Production
## 154 16/08/2022        2        SAB/Pre-Production
## 155 16/08/2022       10        SAB/Pre-Production
## 156 16/08/2022       20        SAB/Pre-Production
## 157 16/08/2022       14        SAB/Pre-Production
## 158 16/08/2022       24        SAB/Pre-Production
## 159 16/08/2022       20        SAB/Pre-Production
## 160 16/08/2022        2        SAB/Pre-Production
## 161 16/08/2022        1 SAB/Calidad/Entrega de PT
## 162 16/08/2022        4 SAB/Calidad/Entrega de PT
## 163 15/08/2022        1 SAB/Calidad/Entrega de PT
## 164 15/08/2022        2       SAB/Post-Production
## 165 15/08/2022        2       SAB/Post-Production
## 166 15/08/2022        1       SAB/Post-Production
## 167 15/08/2022        2       SAB/Post-Production
## 168 15/08/2022        1       SAB/Post-Production
## 169 13/08/2022        4 SAB/Calidad/Entrega de PT
## 170 13/08/2022        4 SAB/Calidad/Entrega de PT
## 171 13/08/2022        1 SAB/Calidad/Entrega de PT
## 172 13/08/2022        2 SAB/Calidad/Entrega de PT
## 173 13/08/2022       13 SAB/Calidad/Entrega de PT
## 174 12/08/2022        5        SAB/Pre-Production
## 175 12/08/2022       80        SAB/Pre-Production
## 176 12/08/2022        1        SAB/Pre-Production
## 177 12/08/2022        1        SAB/Pre-Production
## 178 12/08/2022       12        SAB/Pre-Production
## 179 12/08/2022        2        SAB/Pre-Production
## 180 12/08/2022       48        SAB/Pre-Production
## 181 12/08/2022        2        SAB/Pre-Production
## 182 12/08/2022        1        SAB/Pre-Production
## 183 12/08/2022        1 SAB/Calidad/Entrega de PT
## 184 12/08/2022        1 SAB/Calidad/Entrega de PT
## 185 12/08/2022        1       SAB/Post-Production
## 186 11/08/2022       12        SAB/Pre-Production
## 187 11/08/2022        3        SAB/Pre-Production
## 188 11/08/2022        2        SAB/Pre-Production
## 189 10/08/2022        1 SAB/Calidad/Entrega de PT
## 190 10/08/2022        1 SAB/Calidad/Entrega de PT
## 191 10/08/2022        2       SAB/Post-Production
## 192 10/08/2022        2        SAB/Pre-Production
## 193 10/08/2022        8        SAB/Pre-Production
## 194 10/08/2022        1        SAB/Pre-Production
## 195 10/08/2022       36        SAB/Pre-Production
## 196 10/08/2022        9        SAB/Pre-Production
## 197 10/08/2022        1        SAB/Pre-Production
## 198 10/08/2022        1        SAB/Pre-Production
## 199 10/08/2022        1        SAB/Pre-Production
## 200 10/08/2022        1        SAB/Pre-Production
## 201 10/08/2022        1        SAB/Pre-Production
## 202 09/08/2022        2        SAB/Pre-Production
## 203 09/08/2022        2        SAB/Pre-Production
## 204 09/08/2022        1        SAB/Pre-Production
## 205 09/08/2022        8        SAB/Pre-Production
## 206 09/08/2022        2        SAB/Pre-Production
## 207 08/08/2022        1       SAB/Post-Production
## 208 08/08/2022        4        SAB/Pre-Production
## 209 08/08/2022        8        SAB/Pre-Production
## 210 08/08/2022        1        SAB/Pre-Production
## 211 06/08/2022        1 SAB/Calidad/Entrega de PT
## 212 06/08/2022        1        SAB/Pre-Production
## 213 06/08/2022       10        SAB/Pre-Production
## 214 06/08/2022        4        SAB/Pre-Production
## 215 06/08/2022       13        SAB/Pre-Production
## 216 06/08/2022       10        SAB/Pre-Production
## 217 06/08/2022       43        SAB/Pre-Production
## 218 05/08/2022        6 SAB/Calidad/Entrega de PT
## 219 05/08/2022        2 SAB/Calidad/Entrega de PT
## 220 05/08/2022        7       SAB/Post-Production
## 221 05/08/2022       28        SAB/Pre-Production
## 222 05/08/2022        6        SAB/Pre-Production
## 223 05/08/2022       16        SAB/Pre-Production
## 224 05/08/2022        2        SAB/Pre-Production
## 225 04/08/2022        2 SAB/Calidad/Entrega de PT
## 226 04/08/2022        1 SAB/Calidad/Entrega de PT
## 227 04/08/2022        1        SAB/Pre-Production
## 228 04/08/2022        1        SAB/Pre-Production
## 229 04/08/2022        1        SAB/Pre-Production
## 230 04/08/2022        2        SAB/Pre-Production
## 231 03/08/2022        1 SAB/Calidad/Entrega de PT
## 232 03/08/2022        1 SAB/Calidad/Entrega de PT
## 233 03/08/2022        1 SAB/Calidad/Entrega de PT
## 234 03/08/2022        1 SAB/Calidad/Entrega de PT
## 235 03/08/2022        8        SAB/Pre-Production
## 236 03/08/2022        3        SAB/Pre-Production
## 237 03/08/2022       20        SAB/Pre-Production
## 238 03/08/2022        1        SAB/Pre-Production
## 239 03/08/2022        3        SAB/Pre-Production
## 240 03/08/2022        8        SAB/Pre-Production
## 241 03/08/2022        4        SAB/Pre-Production
## 242 03/08/2022        4        SAB/Pre-Production
## 243 03/08/2022        1        SAB/Pre-Production
## 244 02/08/2022        1 SAB/Calidad/Entrega de PT
## 245 02/08/2022        0 SAB/Calidad/Entrega de PT
## 246 02/08/2022       15 SAB/Calidad/Entrega de PT
## 247 02/08/2022        1       SAB/Post-Production
## 248 02/08/2022        1       SAB/Post-Production
## 249 01/08/2022        1 SAB/Calidad/Entrega de PT
## 250 01/08/2022        1 SAB/Calidad/Entrega de PT

Técnica 2 - Cambiar de caracter a fecha

bd_scrap1$Fecha <-as.Date(bd_scrap1$Fecha,format ="%d/%m/%Y")
tibble(bd_scrap1)
## # A tibble: 250 × 3
##    Fecha      Cantidad Ubicación.de.origen      
##    <date>        <int> <chr>                    
##  1 2022-08-31        2 SAB/Calidad/Entrega de PT
##  2 2022-08-31        1 SAB/Calidad/Entrega de PT
##  3 2022-08-31        1 SAB/Calidad/Entrega de PT
##  4 2022-08-31       31 SAB/Pre-Production       
##  5 2022-08-31        1 SAB/Pre-Production       
##  6 2022-08-31        1 SAB/Pre-Production       
##  7 2022-08-31        1 SAB/Pre-Production       
##  8 2022-08-31        9 SAB/Pre-Production       
##  9 2022-08-31        2 SAB/Pre-Production       
## 10 2022-08-31        1 SAB/Pre-Production       
## # … with 240 more rows

Clasificación de cada variable y su escala de medición

Variable<-c("Fecha","Cantidad", "Ubicación.de.origen")
Type<-c("cuantitativa (continua) ", "cuantitativa (discreta)", "cualitativa")
Measurement<-c("Dia","Cantidad","NA")
table<-data.frame(Variable,Type,Measurement)
knitr::kable(table)
Variable Type Measurement
Fecha cuantitativa (continua) Dia
Cantidad cuantitativa (discreta) Cantidad
Ubicación.de.origen cualitativa NA

Análisis descriptivo

describe(bd_scrap)
##                       vars   n   mean    sd median trimmed   mad min max range
## Referencia*              1 250 125.50 72.31  125.5  125.50 92.66   1 250   249
## Fecha*                   2 250  15.27  7.06   16.0   15.56  7.41   1  26    25
## Hora*                    3 250 125.50 72.31  125.5  125.50 92.66   1 250   249
## Producto*                4 250  44.38 24.72   45.0   44.12 25.95   1  95    94
## Cantidad                 5 250   6.70 11.85    2.0    3.89  1.48   0  96    96
## Unidad.de.medida*        6 250   1.00  0.00    1.0    1.00  0.00   1   1     0
## Ubicación.de.origen*     7 250   2.48  0.85    3.0    2.60  0.00   1   3     2
## Ubicación.de.desecho*    8 250   1.00  0.00    1.0    1.00  0.00   1   1     0
## Estado*                  9 250   1.00  0.00    1.0    1.00  0.00   1   1     0
##                        skew kurtosis   se
## Referencia*            0.00    -1.21 4.57
## Fecha*                -0.29    -1.00 0.45
## Hora*                  0.00    -1.21 4.57
## Producto*              0.01    -0.79 1.56
## Cantidad               4.12    21.14 0.75
## Unidad.de.medida*       NaN      NaN 0.00
## Ubicación.de.origen*  -1.10    -0.70 0.05
## Ubicación.de.desecho*   NaN      NaN 0.00
## Estado*                 NaN      NaN 0.00

Tabla de frecuencia

table(bd_scrap1$Fecha, bd_scrap1$Ubicación.de.origen)
##             
##              SAB/Calidad/Entrega de PT SAB/Post-Production SAB/Pre-Production
##   2022-08-01                         2                   0                  0
##   2022-08-02                         3                   2                  0
##   2022-08-03                         4                   0                  9
##   2022-08-04                         2                   0                  4
##   2022-08-05                         2                   1                  4
##   2022-08-06                         1                   0                  6
##   2022-08-08                         0                   1                  3
##   2022-08-09                         0                   0                  5
##   2022-08-10                         2                   1                 10
##   2022-08-11                         0                   0                  3
##   2022-08-12                         2                   1                  9
##   2022-08-13                         5                   0                  0
##   2022-08-15                         1                   5                  0
##   2022-08-16                         5                   0                 19
##   2022-08-17                         0                   0                  9
##   2022-08-19                         0                   0                 17
##   2022-08-20                         0                   0                  9
##   2022-08-22                         3                   1                  7
##   2022-08-23                         0                   1                  0
##   2022-08-24                         5                   0                 16
##   2022-08-25                         4                   0                  7
##   2022-08-26                         7                   0                  5
##   2022-08-27                         1                   0                 11
##   2022-08-29                         2                   0                  6
##   2022-08-30                         4                   0                 13
##   2022-08-31                         3                   0                  7
prop.table(table(bd_scrap1$Fecha, bd_scrap1$Ubicación.de.origen))
##             
##              SAB/Calidad/Entrega de PT SAB/Post-Production SAB/Pre-Production
##   2022-08-01                     0.008               0.000              0.000
##   2022-08-02                     0.012               0.008              0.000
##   2022-08-03                     0.016               0.000              0.036
##   2022-08-04                     0.008               0.000              0.016
##   2022-08-05                     0.008               0.004              0.016
##   2022-08-06                     0.004               0.000              0.024
##   2022-08-08                     0.000               0.004              0.012
##   2022-08-09                     0.000               0.000              0.020
##   2022-08-10                     0.008               0.004              0.040
##   2022-08-11                     0.000               0.000              0.012
##   2022-08-12                     0.008               0.004              0.036
##   2022-08-13                     0.020               0.000              0.000
##   2022-08-15                     0.004               0.020              0.000
##   2022-08-16                     0.020               0.000              0.076
##   2022-08-17                     0.000               0.000              0.036
##   2022-08-19                     0.000               0.000              0.068
##   2022-08-20                     0.000               0.000              0.036
##   2022-08-22                     0.012               0.004              0.028
##   2022-08-23                     0.000               0.004              0.000
##   2022-08-24                     0.020               0.000              0.064
##   2022-08-25                     0.016               0.000              0.028
##   2022-08-26                     0.028               0.000              0.020
##   2022-08-27                     0.004               0.000              0.044
##   2022-08-29                     0.008               0.000              0.024
##   2022-08-30                     0.016               0.000              0.052
##   2022-08-31                     0.012               0.000              0.028

Merma

¿Cuántas variables y registros tiene la base de datos?

summary(bd_merma)
##     Fecha               Mes               Kilos          
##  Length:60          Length:60          Length:60         
##  Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character
str(bd_merma)
## 'data.frame':    60 obs. of  3 variables:
##  $ Fecha: chr  "01/11/2022" "01/11/2022" "1/22/2022" "1/22/2022" ...
##  $ Mes  : chr  "ENERO" "ENERO" "ENERO" "ENERO" ...
##  $ Kilos: chr  "5080" "3810" "2990" "2680" ...
bd_merma
##         Fecha              Mes   Kilos
## 1  01/11/2022            ENERO    5080
## 2  01/11/2022            ENERO    3810
## 3   1/22/2022            ENERO    2990
## 4   1/22/2022            ENERO    2680
## 5                  Total ENERO  14,560
## 6   2/18/2022          FEBRERO    3650
## 7   2/18/2022          FEBRERO    4380
## 8   2/18/2022          FEBRERO    3870
## 9   2/18/2022          FEBRERO    3590
## 10  2/18/2022          FEBRERO    3410
## 11  2/24/2022          FEBRERO    3930
## 12               Total FEBRERO  22,830
## 13 03/03/2022            MARZO    4000
## 14 03/08/2022            MARZO    4190
## 15 03/11/2022            MARZO    2980
## 16  3/16/2022            MARZO    3290
## 17  3/23/2022            MARZO    4200
## 18  3/30/2022            MARZO    3810
## 19                 Total MARZO  22,470
## 20 04/04/2022            ABRIL    3940
## 21 04/11/2022            ABRIL    4190
## 22  4/14/2022            ABRIL    2950
## 23  4/21/2022            ABRIL    3690
## 24  4/27/2022            ABRIL    4050
## 25                 Total ABRIL  18,820
## 26 05/02/2022             MAYO    4310
## 27 05/09/2022             MAYO    4770
## 28  5/14/2022             MAYO    3680
## 29  5/24/2022             MAYO    6140
## 30  5/25/2022             MAYO    4510
## 31                  Total MAYO  23,410
## 32 06/07/2022            JUNIO    4680
## 33  6/15/2022            JUNIO    4330
## 34  6/20/2022            JUNIO    5010
## 35  6/27/2022            JUNIO    4260
## 36                 Total JUNIO  18,280
## 37 07/04/2022            JULIO    5230
## 38 07/11/2022            JULIO    2130
## 39  7/16/2022            JULIO    4130
## 40  7/21/2022            JULIO    3920
## 41  7/27/2022            JULIO    3960
## 42                 Total JULIO  19,370
## 43 08/08/2022           AGOSTO    3140
## 44 08/10/2022           AGOSTO    4210
## 45 08/11/2022           AGOSTO    3140
## 46  8/13/2022           AGOSTO    3780
## 47  8/15/2022           AGOSTO    4240
## 48  8/22/2022           AGOSTO    4200
## 49  8/29/2022           AGOSTO    4270
## 50  8/29/2022           AGOSTO     810
## 51  8/30/2022           AGOSTO    1040
## 52  8/31/2022           AGOSTO    2480
## 53  8/31/2022           AGOSTO     790
## 54                Total AGOSTO  32,100
## 55 09/05/2022       SEPTIEMBRE    3050
## 56 09/07/2022       SEPTIEMBRE    2830
## 57  9/15/2022       SEPTIEMBRE    3967
## 58  9/21/2022       SEPTIEMBRE    3739
## 59            Total SEPTIEMBRE  13,586
## 60               Total general 185,426

La base de datos tiene 3 variables y 60 registros

2 técnicas de limpieza

Técnica 1 - Eliminar Totales de mes y general

bd_merma1<- bd_merma[-c(5,12,19,25,31,36,42,54,59,60),]
bd_merma1
##         Fecha        Mes Kilos
## 1  01/11/2022      ENERO  5080
## 2  01/11/2022      ENERO  3810
## 3   1/22/2022      ENERO  2990
## 4   1/22/2022      ENERO  2680
## 6   2/18/2022    FEBRERO  3650
## 7   2/18/2022    FEBRERO  4380
## 8   2/18/2022    FEBRERO  3870
## 9   2/18/2022    FEBRERO  3590
## 10  2/18/2022    FEBRERO  3410
## 11  2/24/2022    FEBRERO  3930
## 13 03/03/2022      MARZO  4000
## 14 03/08/2022      MARZO  4190
## 15 03/11/2022      MARZO  2980
## 16  3/16/2022      MARZO  3290
## 17  3/23/2022      MARZO  4200
## 18  3/30/2022      MARZO  3810
## 20 04/04/2022      ABRIL  3940
## 21 04/11/2022      ABRIL  4190
## 22  4/14/2022      ABRIL  2950
## 23  4/21/2022      ABRIL  3690
## 24  4/27/2022      ABRIL  4050
## 26 05/02/2022       MAYO  4310
## 27 05/09/2022       MAYO  4770
## 28  5/14/2022       MAYO  3680
## 29  5/24/2022       MAYO  6140
## 30  5/25/2022       MAYO  4510
## 32 06/07/2022      JUNIO  4680
## 33  6/15/2022      JUNIO  4330
## 34  6/20/2022      JUNIO  5010
## 35  6/27/2022      JUNIO  4260
## 37 07/04/2022      JULIO  5230
## 38 07/11/2022      JULIO  2130
## 39  7/16/2022      JULIO  4130
## 40  7/21/2022      JULIO  3920
## 41  7/27/2022      JULIO  3960
## 43 08/08/2022     AGOSTO  3140
## 44 08/10/2022     AGOSTO  4210
## 45 08/11/2022     AGOSTO  3140
## 46  8/13/2022     AGOSTO  3780
## 47  8/15/2022     AGOSTO  4240
## 48  8/22/2022     AGOSTO  4200
## 49  8/29/2022     AGOSTO  4270
## 50  8/29/2022     AGOSTO   810
## 51  8/30/2022     AGOSTO  1040
## 52  8/31/2022     AGOSTO  2480
## 53  8/31/2022     AGOSTO   790
## 55 09/05/2022 SEPTIEMBRE  3050
## 56 09/07/2022 SEPTIEMBRE  2830
## 57  9/15/2022 SEPTIEMBRE  3967
## 58  9/21/2022 SEPTIEMBRE  3739

Al eliminar los totales, la base de datos se encuentra más limpia y solo con los datos necesarios, así es más fácil de trabajarla.

Clasificación de cada variable y su escala de medición

Variable<-c("Fecha","Mes", "Kilos")
Type<-c("cuantitativa (continua) ", "cualitativa", "cuantitativa (discreta)")
Measurement<-c("Dia","NA","Kg")
table<-data.frame(Variable,Type,Measurement)
knitr::kable(table)
Variable Type Measurement
Fecha cuantitativa (continua) Dia
Mes cualitativa NA
Kilos cuantitativa (discreta) Kg

Análisis descriptivo

describe(bd_merma1)
##        vars  n  mean    sd median trimmed   mad min max range skew kurtosis
## Fecha*    1 50 21.42 12.18   19.5   21.45 14.83   1  42    41 0.04    -1.18
## Mes*      2 50  4.60  2.60    4.0    4.53  2.97   1   9     8 0.21    -1.35
## Kilos*    3 50 23.38 13.08   23.5   23.35 16.31   1  46    45 0.01    -1.22
##          se
## Fecha* 1.72
## Mes*   0.37
## Kilos* 1.85

Tabla de frecuencia

table(bd_merma1$Fecha, bd_merma1$Kilos)
##             
##              1040 2130 2480 2680 2830 2950 2980 2990 3050 3140 3290 3410 3590
##   01/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   03/03/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   03/08/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   03/11/2022    0    0    0    0    0    0    1    0    0    0    0    0    0
##   04/04/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   04/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   05/02/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   05/09/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   06/07/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   07/04/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   07/11/2022    0    1    0    0    0    0    0    0    0    0    0    0    0
##   08/08/2022    0    0    0    0    0    0    0    0    0    1    0    0    0
##   08/10/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   08/11/2022    0    0    0    0    0    0    0    0    0    1    0    0    0
##   09/05/2022    0    0    0    0    0    0    0    0    1    0    0    0    0
##   09/07/2022    0    0    0    0    1    0    0    0    0    0    0    0    0
##   1/22/2022     0    0    0    1    0    0    0    1    0    0    0    0    0
##   2/18/2022     0    0    0    0    0    0    0    0    0    0    0    1    1
##   2/24/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   3/16/2022     0    0    0    0    0    0    0    0    0    0    1    0    0
##   3/23/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   3/30/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   4/14/2022     0    0    0    0    0    1    0    0    0    0    0    0    0
##   4/21/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   4/27/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   5/14/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   5/24/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   5/25/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   6/15/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   6/20/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   6/27/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   7/16/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   7/21/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   7/27/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/13/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/15/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/22/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/29/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/30/2022     1    0    0    0    0    0    0    0    0    0    0    0    0
##   8/31/2022     0    0    1    0    0    0    0    0    0    0    0    0    0
##   9/15/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   9/21/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##             
##              3650 3680 3690 3739 3780 3810 3870 3920 3930 3940 3960 3967 4000
##   01/11/2022    0    0    0    0    0    1    0    0    0    0    0    0    0
##   03/03/2022    0    0    0    0    0    0    0    0    0    0    0    0    1
##   03/08/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   03/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   04/04/2022    0    0    0    0    0    0    0    0    0    1    0    0    0
##   04/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   05/02/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   05/09/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   06/07/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   07/04/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   07/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   08/08/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   08/10/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   08/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   09/05/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   09/07/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   1/22/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   2/18/2022     1    0    0    0    0    0    1    0    0    0    0    0    0
##   2/24/2022     0    0    0    0    0    0    0    0    1    0    0    0    0
##   3/16/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   3/23/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   3/30/2022     0    0    0    0    0    1    0    0    0    0    0    0    0
##   4/14/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   4/21/2022     0    0    1    0    0    0    0    0    0    0    0    0    0
##   4/27/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   5/14/2022     0    1    0    0    0    0    0    0    0    0    0    0    0
##   5/24/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   5/25/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   6/15/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   6/20/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   6/27/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   7/16/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   7/21/2022     0    0    0    0    0    0    0    1    0    0    0    0    0
##   7/27/2022     0    0    0    0    0    0    0    0    0    0    1    0    0
##   8/13/2022     0    0    0    0    1    0    0    0    0    0    0    0    0
##   8/15/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/22/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/29/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/30/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/31/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   9/15/2022     0    0    0    0    0    0    0    0    0    0    0    1    0
##   9/21/2022     0    0    0    1    0    0    0    0    0    0    0    0    0
##             
##              4050 4130 4190 4200 4210 4240 4260 4270 4310 4330 4380 4510 4680
##   01/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   03/03/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   03/08/2022    0    0    1    0    0    0    0    0    0    0    0    0    0
##   03/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   04/04/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   04/11/2022    0    0    1    0    0    0    0    0    0    0    0    0    0
##   05/02/2022    0    0    0    0    0    0    0    0    1    0    0    0    0
##   05/09/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   06/07/2022    0    0    0    0    0    0    0    0    0    0    0    0    1
##   07/04/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   07/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   08/08/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   08/10/2022    0    0    0    0    1    0    0    0    0    0    0    0    0
##   08/11/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   09/05/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   09/07/2022    0    0    0    0    0    0    0    0    0    0    0    0    0
##   1/22/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   2/18/2022     0    0    0    0    0    0    0    0    0    0    1    0    0
##   2/24/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   3/16/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   3/23/2022     0    0    0    1    0    0    0    0    0    0    0    0    0
##   3/30/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   4/14/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   4/21/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   4/27/2022     1    0    0    0    0    0    0    0    0    0    0    0    0
##   5/14/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   5/24/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   5/25/2022     0    0    0    0    0    0    0    0    0    0    0    1    0
##   6/15/2022     0    0    0    0    0    0    0    0    0    1    0    0    0
##   6/20/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   6/27/2022     0    0    0    0    0    0    1    0    0    0    0    0    0
##   7/16/2022     0    1    0    0    0    0    0    0    0    0    0    0    0
##   7/21/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   7/27/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/13/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/15/2022     0    0    0    0    0    1    0    0    0    0    0    0    0
##   8/22/2022     0    0    0    1    0    0    0    0    0    0    0    0    0
##   8/29/2022     0    0    0    0    0    0    0    1    0    0    0    0    0
##   8/30/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   8/31/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   9/15/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##   9/21/2022     0    0    0    0    0    0    0    0    0    0    0    0    0
##             
##              4770 5010 5080 5230 6140 790 810
##   01/11/2022    0    0    1    0    0   0   0
##   03/03/2022    0    0    0    0    0   0   0
##   03/08/2022    0    0    0    0    0   0   0
##   03/11/2022    0    0    0    0    0   0   0
##   04/04/2022    0    0    0    0    0   0   0
##   04/11/2022    0    0    0    0    0   0   0
##   05/02/2022    0    0    0    0    0   0   0
##   05/09/2022    1    0    0    0    0   0   0
##   06/07/2022    0    0    0    0    0   0   0
##   07/04/2022    0    0    0    1    0   0   0
##   07/11/2022    0    0    0    0    0   0   0
##   08/08/2022    0    0    0    0    0   0   0
##   08/10/2022    0    0    0    0    0   0   0
##   08/11/2022    0    0    0    0    0   0   0
##   09/05/2022    0    0    0    0    0   0   0
##   09/07/2022    0    0    0    0    0   0   0
##   1/22/2022     0    0    0    0    0   0   0
##   2/18/2022     0    0    0    0    0   0   0
##   2/24/2022     0    0    0    0    0   0   0
##   3/16/2022     0    0    0    0    0   0   0
##   3/23/2022     0    0    0    0    0   0   0
##   3/30/2022     0    0    0    0    0   0   0
##   4/14/2022     0    0    0    0    0   0   0
##   4/21/2022     0    0    0    0    0   0   0
##   4/27/2022     0    0    0    0    0   0   0
##   5/14/2022     0    0    0    0    0   0   0
##   5/24/2022     0    0    0    0    1   0   0
##   5/25/2022     0    0    0    0    0   0   0
##   6/15/2022     0    0    0    0    0   0   0
##   6/20/2022     0    1    0    0    0   0   0
##   6/27/2022     0    0    0    0    0   0   0
##   7/16/2022     0    0    0    0    0   0   0
##   7/21/2022     0    0    0    0    0   0   0
##   7/27/2022     0    0    0    0    0   0   0
##   8/13/2022     0    0    0    0    0   0   0
##   8/15/2022     0    0    0    0    0   0   0
##   8/22/2022     0    0    0    0    0   0   0
##   8/29/2022     0    0    0    0    0   0   1
##   8/30/2022     0    0    0    0    0   0   0
##   8/31/2022     0    0    0    0    0   1   0
##   9/15/2022     0    0    0    0    0   0   0
##   9/21/2022     0    0    0    0    0   0   0
prop.table(table(bd_merma1$Fecha, bd_merma1$Kilos))
##             
##              1040 2130 2480 2680 2830 2950 2980 2990 3050 3140 3290 3410 3590
##   01/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/03/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/08/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00
##   04/04/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   04/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   05/02/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   05/09/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   06/07/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   07/04/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   07/11/2022 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/08/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00
##   08/10/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00
##   09/05/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00
##   09/07/2022 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   1/22/2022  0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00
##   2/18/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.02
##   2/24/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/16/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00
##   3/23/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/30/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/14/2022  0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/14/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/24/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/25/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   6/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   6/20/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   6/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/16/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/13/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/22/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/29/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/30/2022  0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/31/2022  0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   9/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   9/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##             
##              3650 3680 3690 3739 3780 3810 3870 3920 3930 3940 3960 3967 4000
##   01/11/2022 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/03/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02
##   03/08/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   04/04/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00
##   04/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   05/02/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   05/09/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   06/07/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   07/04/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   07/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/08/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/10/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   09/05/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   09/07/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   1/22/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   2/18/2022  0.02 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00
##   2/24/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00
##   3/16/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/23/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/30/2022  0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/14/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/21/2022  0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/14/2022  0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/24/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/25/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   6/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   6/20/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   6/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/16/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00
##   7/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00
##   8/13/2022  0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/22/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/29/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/30/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/31/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   9/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00
##   9/21/2022  0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##             
##              4050 4130 4190 4200 4210 4240 4260 4270 4310 4330 4380 4510 4680
##   01/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/03/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/08/2022 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   04/04/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   04/11/2022 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   05/02/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00
##   05/09/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   06/07/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02
##   07/04/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   07/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/08/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/10/2022 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   09/05/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   09/07/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   1/22/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   2/18/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00
##   2/24/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/16/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/23/2022  0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/30/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/14/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/27/2022  0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/14/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/24/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/25/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00
##   6/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00
##   6/20/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   6/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00
##   7/16/2022  0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/13/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/15/2022  0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/22/2022  0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/29/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00
##   8/30/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/31/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   9/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   9/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##             
##              4770 5010 5080 5230 6140  790  810
##   01/11/2022 0.00 0.00 0.02 0.00 0.00 0.00 0.00
##   03/03/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/08/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   03/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   04/04/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   04/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   05/02/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   05/09/2022 0.02 0.00 0.00 0.00 0.00 0.00 0.00
##   06/07/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   07/04/2022 0.00 0.00 0.00 0.02 0.00 0.00 0.00
##   07/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/08/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/10/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   08/11/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   09/05/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   09/07/2022 0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   1/22/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   2/18/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   2/24/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/16/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/23/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   3/30/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/14/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   4/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/14/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   5/24/2022  0.00 0.00 0.00 0.00 0.02 0.00 0.00
##   5/25/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   6/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   6/20/2022  0.00 0.02 0.00 0.00 0.00 0.00 0.00
##   6/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/16/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   7/27/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/13/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/22/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/29/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.02
##   8/30/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   8/31/2022  0.00 0.00 0.00 0.00 0.00 0.02 0.00
##   9/15/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00
##   9/21/2022  0.00 0.00 0.00 0.00 0.00 0.00 0.00