Ejercicio de Multidimensionamiento Escalar
Importar el dataset
library(ggplot2)
library(emojifont)
## Warning: package 'emojifont' was built under R version 4.0.5
EmojiFoods <- read.csv("~/Inteligencia de negocios/EmojiFood_Multidim_Scaling/Emojifood/EmojiFoods.csv", header=TRUE)
Normalizar los datos y calcular distancias
EmojisFoodN <- EmojiFoods
EmojisFoodN[,c(3:35)] <- scale(EmojisFoodN[,c(3:35)])
rownames(EmojisFoodN) <- EmojiFoods$name
distancias <- dist(EmojisFoodN, upper=TRUE)
## Warning in dist(EmojisFoodN, upper = TRUE): NAs introducidos por coerción
Multidimensionamiento Escalar
emoji_mds <- cmdscale(d = distancias, k = 2)
colnames(emoji_mds) <- c("mds_X", "mds_Y")
library(tibble)
emojis_mds_dataframe <- as.data.frame(emoji_mds)
Gráficos con ggplot
graf <- ggplot(emojis_mds_dataframe, aes(mds_X, mds_Y, label= rownames(emojis_mds_dataframe)))
graf <- graf + geom_point()
graf <- graf + geom_text(hjust = 0, nudge_x = 0.15, angle = 45, size = 5, check_overlap = TRUE)
graf
distancias
## grapes melon watermelon tangerine lemon banana
## grapes 2.3164797 2.5676992 2.6263583 3.4315877 3.4413855
## melon 2.3164797 1.2854091 1.1741121 1.8568291 2.5941627
## watermelon 2.5676992 1.2854091 1.3502008 2.3039713 3.3413952
## tangerine 2.6263583 1.1741121 1.3502008 1.4884219 2.7559214
## lemon 3.4315877 1.8568291 2.3039713 1.4884219 3.4597636
## banana 3.4413855 2.5941627 3.3413952 2.7559214 3.4597636
## pineapple 3.3197643 2.1777967 2.4805808 1.9465213 1.9630592 3.3985166
## red apple 2.4020625 1.6573239 1.2094005 1.4790635 2.4531179 3.2154488
## green apple 2.2564659 1.7507411 1.4836521 1.5889905 2.4131029 3.2222103
## pear 2.1435289 1.7993214 1.6793254 1.6006170 2.3266995 3.2392331
## peach 2.1457841 1.3934566 1.1724719 1.2962587 2.3092345 3.0161768
## cherries 2.1225244 1.4147381 1.4011165 1.1692932 2.2450257 2.6012776
## strawberry 3.3367422 1.9953324 2.4693487 1.6937628 1.0353676 3.6144126
## kiwifruit 5.6881274 6.6715032 7.3364908 6.7874534 6.4814833 7.2938880
## tomato 1.8408328 1.3140841 1.7428151 1.7022061 2.3944607 2.9673459
## avocado 6.3775468 6.8064704 7.2702794 6.6825607 6.8918044 5.7862135
## eggplant 2.4380688 1.7046189 1.8794190 1.6254356 2.4084400 2.5022322
## potato 7.3582611 7.1247103 7.2939560 6.8885759 7.2914451 6.4076975
## carrot 5.5746509 5.7747244 5.8731532 5.6577957 6.1382723 5.8806860
## corn 3.5481458 2.8380555 2.8642479 2.4618368 3.2359182 2.6431339
## hot pepper 6.7203069 6.0836956 7.1062043 6.2708502 5.5625723 6.1904496
## cucumber 1.6070000 2.4476263 2.4779806 2.8683504 3.4462826 4.0172906
## mushroom 6.2876675 6.1596124 6.1424273 6.0346608 6.5251406 5.7857421
## peanuts 19.7989984 19.8937622 20.1333165 19.6324639 19.8306092 18.7988283
## chestnut 5.1777022 4.6379843 5.2593100 4.7528695 5.0255117 3.7116776
## bread 7.9978241 8.1819874 8.2408144 7.8783998 8.1337561 7.6524722
## croissant 7.5396966 7.6711537 7.6138882 7.2713632 7.6946286 7.3621052
## french bread 9.3915581 9.5768972 9.5993458 9.3050848 9.5856248 9.2091926
## pancakes 5.9240263 5.8354087 5.7134584 5.6552907 6.0895858 6.0854944
## cheese 14.5101794 14.4640628 14.4217462 14.3073609 14.5553673 14.5775190
## beef 11.5219032 11.1910157 11.5916033 11.4610628 11.6584227 10.6256223
## chicken 9.0779568 8.8023308 9.0039142 8.8813667 9.2472122 8.3767911
## bacon 13.0750274 12.9635065 12.8445379 12.9330495 13.1172715 13.3421028
## hamburger 6.1298131 5.9365032 5.9552483 5.9132591 6.2728430 6.0082866
## french fries 5.9351578 6.1038451 6.6773606 6.0826378 6.5199308 4.7180835
## pizza 6.9218291 7.1475020 7.2627636 6.9201983 7.2630957 7.0619289
## hotdog 7.1950832 7.0824035 6.9997033 7.0080707 7.3266437 7.2354191
## taco 5.2335991 5.6335992 5.8908954 5.6186119 5.9068620 5.7415569
## burrito 4.9149887 5.0443825 5.2216490 4.8159706 5.1963255 4.8517651
## popcorn 10.6052768 10.5701509 10.7453952 10.3412547 10.3572793 9.7564129
## rice crackers 12.5452147 12.5607224 12.6567837 12.4303034 12.8521993 11.3759664
## rice 3.8190719 3.2854951 2.8570323 3.0977154 3.6490843 4.1969359
## spaghetti 4.8872126 4.6764282 4.5288396 4.4490132 4.8510714 5.0913868
## fried shrimp 6.8603613 6.8129667 6.8224249 6.7215782 7.1120737 7.2239636
## ice cream 8.9725844 8.9545171 8.8819140 8.7944757 9.1970624 9.0761651
## doughnut 5.7426896 6.3436755 6.3516075 6.0177794 6.5485156 6.2732817
## cookie 6.2534508 6.4327688 6.3843765 6.2584382 6.7266253 6.3109587
## cake 7.8205597 7.7862720 7.8478428 7.5418674 8.0150189 7.6833601
## chocolate bar 6.7004138 7.3181515 7.2761629 6.9292116 7.6502126 6.8937939
## candy 5.8926419 6.3623501 6.0620589 5.9650024 6.7403353 6.5897312
## custard flan 4.5168671 4.4604518 4.1931480 4.2445823 4.9660835 4.9136352
## honey 6.1093119 6.6326277 6.3976075 6.2284853 7.0561433 6.7129731
## milk 3.3429249 2.6485232 2.3024074 2.6292646 3.3952164 3.8290724
## black tea 3.1267725 2.0844829 1.2321644 2.3227444 2.9592962 4.2300140
## sake 3.1227836 2.1781993 1.3321737 2.3509814 2.9993415 4.2543159
## champagne 2.8976924 1.7420457 0.9571065 2.0606232 2.7962645 3.7824703
## red wine 2.7091126 1.5177565 0.9528418 1.9257654 2.7363453 3.4850247
## beer 3.0252785 1.8895982 1.1248960 2.1265497 2.8830659 3.9811619
## pineapple red apple green apple pear peach
## grapes 3.3197643 2.4020625 2.2564659 2.1435289 2.1457841
## melon 2.1777967 1.6573239 1.7507411 1.7993214 1.3934566
## watermelon 2.4805808 1.2094005 1.4836521 1.6793254 1.1724719
## tangerine 1.9465213 1.4790635 1.5889905 1.6006170 1.2962587
## lemon 1.9630592 2.4531179 2.4131029 2.3266995 2.3092345
## banana 3.3985166 3.2154488 3.2222103 3.2392331 3.0161768
## pineapple 2.7603667 2.8250550 2.7283619 2.5997774
## red apple 2.7603667 0.5238530 0.8596627 1.1519080
## green apple 2.8250550 0.5238530 0.4836933 1.1690366
## pear 2.7283619 0.8596627 0.4836933 1.2722533
## peach 2.5997774 1.1519080 1.1690366 1.2722533
## cherries 2.5582685 1.0791138 1.0778967 1.1427214 0.9243478
## strawberry 1.4735652 2.7129096 2.6885351 2.5641087 2.3952853
## kiwifruit 6.6720496 7.2980182 7.0052080 6.7495675 6.7923597
## tomato 2.6589465 1.9394494 1.7957664 1.7896333 1.1909691
## avocado 7.0927832 7.1292204 6.8376180 6.6729789 6.5743016
## eggplant 2.6807609 1.6857360 1.4527335 1.4266510 1.2732203
## potato 7.2466899 7.4696171 7.3949013 7.3830877 7.0554896
## carrot 6.2638181 5.9294981 5.7758510 5.7643886 5.5914619
## corn 3.3121268 3.0207635 2.9986656 2.9920273 2.6600253
## hot pepper 5.6962979 7.3969224 7.3237908 7.1562692 6.9331303
## cucumber 3.5322590 2.6812795 2.4858583 2.4449830 2.3360032
## mushroom 6.4094921 6.4827936 6.4764583 6.4325109 5.9810721
## peanuts 19.4909566 20.1754432 20.0664055 19.8945577 19.5515780
## chestnut 4.6501812 5.5705982 5.6127597 5.4723713 5.0693663
## bread 7.8042458 8.2439168 8.1502229 8.0528075 7.9969214
## croissant 7.5256776 7.6040209 7.5847638 7.5360953 7.4488237
## french bread 9.2905138 9.6620459 9.6324539 9.5786404 9.4738881
## pancakes 6.0291442 5.8935738 5.9523350 5.9675118 5.7417206
## cheese 14.6340089 14.5085717 14.5374100 14.5229886 14.3901157
## beef 11.6414365 11.7783058 11.7869487 11.7836417 11.4742806
## chicken 9.2059922 9.2922867 9.2881394 9.2949665 8.8897420
## bacon 13.1296597 12.8360139 12.8796287 12.9003888 12.9027212
## hamburger 6.1662283 6.1734100 6.2044849 6.2008653 5.8817106
## french fries 6.5644848 6.5496385 6.4001158 6.3204153 6.0171171
## pizza 7.1526298 7.2344063 7.1656104 7.0879095 6.9692659
## hotdog 7.2613494 7.2271748 7.2515859 7.2548674 6.9721257
## taco 6.0666245 5.6855571 5.4886395 5.3542822 5.4234749
## burrito 5.2435778 5.1267087 4.9919003 4.8907856 4.8593907
## popcorn 10.4029158 10.4457160 10.3086282 10.1721726 10.4192657
## rice crackers 11.6819086 12.8528529 12.8703964 12.8189536 12.5410223
## rice 3.3545651 3.1722114 3.2724909 3.3179459 3.1382562
## spaghetti 4.6719564 4.5541084 4.5574615 4.5288947 4.5475815
## fried shrimp 7.1120132 6.7982730 6.8102840 6.7801406 6.5758717
## ice cream 9.1872048 8.8763018 8.9297378 8.9488100 8.8232087
## doughnut 6.3172584 6.1124272 6.1006757 5.9451476 6.1041507
## cookie 6.4045842 6.4228966 6.4796259 6.3887443 6.2650805
## cake 7.9014433 7.8519641 7.8682132 7.7580598 7.7103174
## chocolate bar 7.3482649 7.0893828 7.1599154 7.0786736 7.0369769
## candy 6.3623625 5.5908553 5.8378689 5.8539085 6.0885609
## custard flan 4.8745219 4.2534889 4.4063921 4.4791949 4.2555975
## honey 6.6064685 5.9280918 6.1706995 6.1835769 6.3584228
## milk 3.5752792 2.7022265 2.8443058 2.9906976 2.5424901
## black tea 2.9955170 1.7130339 1.9421834 2.1713375 1.9547995
## sake 3.1991613 1.6758323 1.9328829 2.1621398 2.0305714
## champagne 2.9095272 1.5086923 1.7756700 2.0329582 1.7153954
## red wine 2.8632794 1.5262889 1.7558776 1.9930963 1.5108649
## beer 3.0433685 1.6213990 1.8832077 2.1056090 1.8681055
## cherries strawberry kiwifruit tomato avocado eggplant
## grapes 2.1225244 3.3367422 5.6881274 1.8408328 6.3775468 2.4380688
## melon 1.4147381 1.9953324 6.6715032 1.3140841 6.8064704 1.7046189
## watermelon 1.4011165 2.4693487 7.3364908 1.7428151 7.2702794 1.8794190
## tangerine 1.1692932 1.6937628 6.7874534 1.7022061 6.6825607 1.6254356
## lemon 2.2450257 1.0353676 6.4814833 2.3944607 6.8918044 2.4084400
## banana 2.6012776 3.6144126 7.2938880 2.9673459 5.7862135 2.5022322
## pineapple 2.5582685 1.4735652 6.6720496 2.6589465 7.0927832 2.6807609
## red apple 1.0791138 2.7129096 7.2980182 1.9394494 7.1292204 1.6857360
## green apple 1.0778967 2.6885351 7.0052080 1.7957664 6.8376180 1.4527335
## pear 1.1427214 2.5641087 6.7495675 1.7896333 6.6729789 1.4266510
## peach 0.9243478 2.3952853 6.7923597 1.1909691 6.5743016 1.2732203
## cherries 2.4459436 6.8609070 1.5436247 6.5136042 1.2222627
## strawberry 2.4459436 6.0847946 2.2970240 6.8710975 2.5479582
## kiwifruit 6.8609070 6.0847946 6.0189999 6.6542949 6.7446006
## tomato 1.5436247 2.2970240 6.0189999 6.2133027 1.3993787
## avocado 6.5136042 6.8710975 6.6542949 6.2133027 5.8311774
## eggplant 1.2222627 2.5479582 6.7446006 1.3993787 5.8311774
## potato 6.9831612 7.3476938 9.2656222 6.8747720 7.6152361 6.8367755
## carrot 5.6636408 6.1278469 7.5791120 5.2146068 7.2199990 5.5066165
## corn 2.4900329 3.4186513 7.4131070 2.9070888 5.6065712 2.2509727
## hot pepper 6.8927693 5.3176333 5.5481807 6.3229278 7.7372117 6.8593167
## cucumber 2.5432383 3.3294341 5.6638582 1.7295187 6.3983128 2.4749635
## mushroom 5.9927079 6.5999910 9.2456980 6.1729873 6.6438635 5.7351206
## peanuts 19.6726327 19.6426670 19.8816619 19.5324941 15.9662996 19.1460404
## chestnut 4.8528463 4.9160922 7.6376887 4.8216730 6.4585421 4.8015502
## bread 7.8986460 8.1126580 10.1046574 8.0747975 7.9299651 7.6409928
## croissant 7.3629436 7.7286744 9.9974459 7.6278898 7.6558676 7.2804532
## french bread 9.4130303 9.5882573 11.6667779 9.5517485 9.8274140 9.2454925
## pancakes 5.7163804 6.1448017 9.2131356 5.9040592 7.9513944 5.7746405
## cheese 14.4165516 14.5721495 15.9359109 14.4393995 15.0149311 14.4181558
## beef 11.5001707 11.7465179 13.3860429 11.3745515 11.6366129 11.3433229
## chicken 8.9435490 9.3079113 11.1232895 8.8568211 9.0541616 8.7414844
## bacon 12.9266995 13.1368814 14.9008522 13.0319211 13.4391752 13.0601099
## hamburger 5.9045636 6.2782358 9.2481266 5.9621048 7.7626943 5.8750331
## french fries 5.8914727 6.5227463 7.5152924 5.7410940 4.5052753 5.5783809
## pizza 6.9915801 7.1996363 9.1647042 6.9252177 7.8282313 6.8037512
## hotdog 7.0309680 7.3547274 10.0759498 7.1073009 8.4020307 6.9736476
## taco 5.4268238 5.8679783 7.2137269 5.2337103 6.4244284 5.2177584
## burrito 4.7671126 5.2682818 7.8162211 4.8753348 6.0440172 4.5058597
## popcorn 10.1793497 10.4689509 12.1645680 10.5429668 9.6221665 9.9927068
## rice crackers 12.4814668 12.5182975 14.0096151 12.5175286 11.8396195 12.1990706
## rice 3.2205172 3.6641354 7.9923473 3.4036853 7.2192738 3.2048742
## spaghetti 4.5585209 4.8787223 8.5111601 4.7358743 7.5528385 4.4308112
## fried shrimp 6.7858242 7.0380132 9.1973837 6.6569498 8.2568405 6.7514323
## ice cream 8.7801895 9.2291336 11.2994216 9.0011900 10.4868580 8.9325166
## doughnut 5.8509836 6.4868334 8.2975930 6.2858975 7.2551433 6.1428121
## cookie 6.1506712 6.6787821 9.3936592 6.4685051 7.7144382 6.3239413
## cake 7.6157407 8.0462765 10.4135395 7.8831132 8.9681137 7.6757838
## chocolate bar 6.7399750 7.6208508 9.4214148 7.3774918 8.0829463 7.2014160
## candy 5.7493182 6.7531385 9.5740317 6.7175061 10.0236842 6.6940176
## custard flan 4.1711674 5.0284174 8.4647631 4.6724739 7.7211199 4.5527924
## honey 5.9916962 7.0251409 9.7102589 6.9863183 10.0600602 6.9308320
## milk 2.6540287 3.5220005 7.7729904 2.8205299 7.1645539 2.8094375
## black tea 2.3278514 3.0150630 7.8007376 2.3553322 7.9998833 2.5508874
## sake 2.3281467 3.1475163 7.8172546 2.5068115 8.0300118 2.7178330
## champagne 2.0093061 2.9172142 7.6903720 2.1258243 7.7264322 2.3317376
## red wine 1.7821733 2.8326426 7.5469912 1.8555312 7.4910564 2.1052063
## beer 2.2329770 3.0240523 7.7678699 2.2936629 7.8295021 2.4785751
## potato carrot corn hot pepper cucumber mushroom
## grapes 7.3582611 5.5746509 3.5481458 6.7203069 1.6070000 6.2876675
## melon 7.1247103 5.7747244 2.8380555 6.0836956 2.4476263 6.1596124
## watermelon 7.2939560 5.8731532 2.8642479 7.1062043 2.4779806 6.1424273
## tangerine 6.8885759 5.6577957 2.4618368 6.2708502 2.8683504 6.0346608
## lemon 7.2914451 6.1382723 3.2359182 5.5625723 3.4462826 6.5251406
## banana 6.4076975 5.8806860 2.6431339 6.1904496 4.0172906 5.7857421
## pineapple 7.2466899 6.2638181 3.3121268 5.6962979 3.5322590 6.4094921
## red apple 7.4696171 5.9294981 3.0207635 7.3969224 2.6812795 6.4827936
## green apple 7.3949013 5.7758510 2.9986656 7.3237908 2.4858583 6.4764583
## pear 7.3830877 5.7643886 2.9920273 7.1562692 2.4449830 6.4325109
## peach 7.0554896 5.5914619 2.6600253 6.9331303 2.3360032 5.9810721
## cherries 6.9831612 5.6636408 2.4900329 6.8927693 2.5432383 5.9927079
## strawberry 7.3476938 6.1278469 3.4186513 5.3176333 3.3294341 6.5999910
## kiwifruit 9.2656222 7.5791120 7.4131070 5.5481807 5.6638582 9.2456980
## tomato 6.8747720 5.2146068 2.9070888 6.3229278 1.7295187 6.1729873
## avocado 7.6152361 7.2199990 5.6065712 7.7372117 6.3983128 6.6438635
## eggplant 6.8367755 5.5066165 2.2509727 6.8593167 2.4749635 5.7351206
## potato 3.2196454 6.5442017 8.3720871 7.5905874 7.7637693
## carrot 3.2196454 5.8916287 8.0178501 5.6169706 7.8883116
## corn 6.5442017 5.8916287 6.9266940 3.5798585 4.9911589
## hot pepper 8.3720871 8.0178501 6.9266940 6.9354883 8.5843386
## cucumber 7.5905874 5.6169706 3.5798585 6.9354883 6.4046025
## mushroom 7.7637693 7.8883116 4.9911589 8.5843386 6.4046025
## peanuts 18.6628572 19.6838451 18.2960357 19.4472952 20.1121384 18.0978202
## chestnut 6.9863784 7.1119353 4.5282748 5.9349473 5.7400490 6.3967931
## bread 9.2848146 9.1871812 6.7818242 9.7376729 8.2947094 7.2721408
## croissant 9.1479997 8.8357383 6.3581082 9.7561643 7.8720265 7.2780915
## french bread 10.7113264 10.5753749 8.5681597 10.9594478 9.8125449 8.4330974
## pancakes 8.5258939 7.8291680 5.3782265 8.7510973 6.1078748 6.1832925
## cheese 15.5193323 15.1805850 13.9816078 15.7761433 14.4564711 14.2354490
## beef 12.1817983 12.3227654 10.4224839 11.7016825 11.6720460 10.5114702
## chicken 10.0126897 10.0585584 7.5268725 10.1258737 9.0334322 7.5175866
## bacon 15.0028063 14.2652665 13.0267847 14.9223752 13.1212189 14.3920177
## hamburger 8.5005978 7.9036734 5.3603072 8.5491877 6.3352655 6.4906850
## french fries 7.2393316 7.0944999 4.8856722 7.3916965 6.3646434 7.1350165
## pizza 9.0964109 8.3203529 6.3643720 9.0773886 7.2427015 7.6503291
## hotdog 9.3222514 8.7610688 6.4407848 9.4970914 7.3172715 6.6676476
## taco 8.3352269 7.0397156 5.0976087 8.0911047 5.3109478 7.3208256
## burrito 7.5216592 6.7340555 4.0093197 7.7463966 5.2115398 5.4034837
## popcorn 11.2205513 11.3004797 9.4576805 11.8157216 10.9212229 11.0465812
## rice crackers 12.2602515 13.2247602 11.0006206 12.9878760 12.7229906 11.6549254
## rice 7.7365005 6.5872429 3.1224524 7.6852260 3.7613603 6.2007504
## spaghetti 8.2404424 7.2008921 4.4373335 8.1993408 5.1222846 6.3119154
## fried shrimp 9.5479163 8.4557081 6.4736808 9.4082771 6.9755045 8.6662647
## ice cream 10.9325791 10.3560244 8.7454220 11.2286575 9.1614147 8.2839922
## doughnut 8.8124119 7.9872828 5.6677462 8.8862980 6.3184457 7.9773498
## cookie 8.7637330 8.3282635 5.8737245 9.0711101 6.8106534 7.1987764
## cake 9.7086428 9.3582052 6.5404557 10.0777517 8.1265486 8.0884987
## chocolate bar 9.1507048 8.8348692 6.5129910 9.6620205 7.5106330 7.7623202
## candy 9.7390670 8.7583145 6.6542554 9.8096514 6.8964676 9.3082141
## custard flan 8.0596687 7.1444094 4.4749043 8.2736623 4.8580925 5.8992491
## honey 9.7950319 8.9118034 6.9082642 9.8750150 7.2007210 9.2633876
## milk 7.4602549 6.2286922 3.2360400 7.5055238 3.1956883 5.4192574
## black tea 8.0553544 6.3890831 3.7843085 7.7914650 2.7542751 6.7930273
## sake 8.0958554 6.4432064 3.7621668 7.8345079 2.8583872 6.9084003
## champagne 7.7927248 6.2327805 3.4189781 7.5286845 2.6322296 6.6058548
## red wine 7.5822142 6.0790635 3.1648390 7.3498373 2.5111386 6.3699065
## beer 7.9334574 6.3156094 3.4045145 7.6199376 2.7165719 6.5655810
## peanuts chestnut bread croissant french bread
## grapes 19.7989984 5.1777022 7.9978241 7.5396966 9.3915581
## melon 19.8937622 4.6379843 8.1819874 7.6711537 9.5768972
## watermelon 20.1333165 5.2593100 8.2408144 7.6138882 9.5993458
## tangerine 19.6324639 4.7528695 7.8783998 7.2713632 9.3050848
## lemon 19.8306092 5.0255117 8.1337561 7.6946286 9.5856248
## banana 18.7988283 3.7116776 7.6524722 7.3621052 9.2091926
## pineapple 19.4909566 4.6501812 7.8042458 7.5256776 9.2905138
## red apple 20.1754432 5.5705982 8.2439168 7.6040209 9.6620459
## green apple 20.0664055 5.6127597 8.1502229 7.5847638 9.6324539
## pear 19.8945577 5.4723713 8.0528075 7.5360953 9.5786404
## peach 19.5515780 5.0693663 7.9969214 7.4488237 9.4738881
## cherries 19.6726327 4.8528463 7.8986460 7.3629436 9.4130303
## strawberry 19.6426670 4.9160922 8.1126580 7.7286744 9.5882573
## kiwifruit 19.8816619 7.6376887 10.1046574 9.9974459 11.6667779
## tomato 19.5324941 4.8216730 8.0747975 7.6278898 9.5517485
## avocado 15.9662996 6.4585421 7.9299651 7.6558676 9.8274140
## eggplant 19.1460404 4.8015502 7.6409928 7.2804532 9.2454925
## potato 18.6628572 6.9863784 9.2848146 9.1479997 10.7113264
## carrot 19.6838451 7.1119353 9.1871812 8.8357383 10.5753749
## corn 18.2960357 4.5282748 6.7818242 6.3581082 8.5681597
## hot pepper 19.4472952 5.9349473 9.7376729 9.7561643 10.9594478
## cucumber 20.1121384 5.7400490 8.2947094 7.8720265 9.8125449
## mushroom 18.0978202 6.3967931 7.2721408 7.2780915 8.4330974
## peanuts 17.5112833 15.8121132 16.6660234 16.5932304
## chestnut 17.5112833 7.7207390 7.6943296 8.9713255
## bread 15.8121132 7.7207390 4.6478507 3.4699252
## croissant 16.6660234 7.6943296 4.6478507 5.5180006
## french bread 16.5932304 8.9713255 3.4699252 5.5180006
## pancakes 18.1695950 6.6689821 5.3916525 4.6196155 6.3288138
## cheese 20.7924671 14.9413940 13.6020328 12.5834873 14.6029763
## beef 17.9813734 11.0162147 9.8726164 9.7809597 10.8606528
## chicken 17.4971178 9.0240553 8.1533599 7.1614738 9.7215584
## bacon 20.5009314 13.7398935 14.5326692 11.5969870 15.4765730
## hamburger 17.3274930 6.2047779 4.8343289 4.6755911 5.9063121
## french fries 15.8153461 5.0575399 7.1746621 6.8887875 9.0238628
## pizza 16.4279811 7.2139608 3.6882859 4.2034710 4.6286026
## hotdog 17.6800337 7.5572848 4.8946508 4.2141780 5.5144591
## taco 17.6001756 6.8591344 6.6346574 6.0396327 8.5670251
## burrito 17.2417435 5.8905876 4.3668369 4.3174502 5.9627834
## popcorn 15.3748952 10.0694533 8.1251836 8.7943844 9.7153089
## rice crackers 15.4980782 10.8310199 9.5242313 10.8398819 11.1116982
## rice 18.9067702 5.0969540 6.3057812 6.2015834 7.6515528
## spaghetti 18.4007311 5.8676634 4.9752849 5.2275999 5.9615452
## fried shrimp 17.8160400 7.9013076 7.5921766 5.6511000 8.8672143
## ice cream 20.4929352 9.9646632 10.8889046 9.2932556 11.8857520
## doughnut 17.4383410 6.7644727 6.6208211 5.2178670 8.4529456
## cookie 16.9356098 5.7273861 6.2263088 5.2746823 7.0543999
## cake 17.8406626 8.2168503 7.4486058 5.5689816 8.7411924
## chocolate bar 17.9392644 7.3847873 7.8722475 5.7611266 9.1743943
## candy 21.2420608 7.6737773 9.5169059 8.6065247 10.6329921
## custard flan 19.7026567 6.4339123 7.6582155 5.9689712 8.8273572
## honey 21.1637936 8.0009301 9.7175057 8.8794011 10.8275893
## milk 19.8090135 5.6091040 7.7874968 6.9316267 9.0200889
## black tea 20.7448734 6.1171489 8.7975759 8.1715185 10.0647890
## sake 20.6987906 6.0465294 8.6858591 7.9686474 9.9710013
## champagne 20.4542705 5.7092744 8.5066206 7.9000161 9.8213444
## red wine 20.2301172 5.4360888 8.3162376 7.7429864 9.6519425
## beer 20.5443314 5.9523991 8.5462352 7.8560244 9.8319702
## pancakes cheese beef chicken bacon hamburger
## grapes 5.9240263 14.5101794 11.5219032 9.0779568 13.0750274 6.1298131
## melon 5.8354087 14.4640628 11.1910157 8.8023308 12.9635065 5.9365032
## watermelon 5.7134584 14.4217462 11.5916033 9.0039142 12.8445379 5.9552483
## tangerine 5.6552907 14.3073609 11.4610628 8.8813667 12.9330495 5.9132591
## lemon 6.0895858 14.5553673 11.6584227 9.2472122 13.1172715 6.2728430
## banana 6.0854944 14.5775190 10.6256223 8.3767911 13.3421028 6.0082866
## pineapple 6.0291442 14.6340089 11.6414365 9.2059922 13.1296597 6.1662283
## red apple 5.8935738 14.5085717 11.7783058 9.2922867 12.8360139 6.1734100
## green apple 5.9523350 14.5374100 11.7869487 9.2881394 12.8796287 6.2044849
## pear 5.9675118 14.5229886 11.7836417 9.2949665 12.9003888 6.2008653
## peach 5.7417206 14.3901157 11.4742806 8.8897420 12.9027212 5.8817106
## cherries 5.7163804 14.4165516 11.5001707 8.9435490 12.9266995 5.9045636
## strawberry 6.1448017 14.5721495 11.7465179 9.3079113 13.1368814 6.2782358
## kiwifruit 9.2131356 15.9359109 13.3860429 11.1232895 14.9008522 9.2481266
## tomato 5.9040592 14.4393995 11.3745515 8.8568211 13.0319211 5.9621048
## avocado 7.9513944 15.0149311 11.6366129 9.0541616 13.4391752 7.7626943
## eggplant 5.7746405 14.4181558 11.3433229 8.7414844 13.0601099 5.8750331
## potato 8.5258939 15.5193323 12.1817983 10.0126897 15.0028063 8.5005978
## carrot 7.8291680 15.1805850 12.3227654 10.0585584 14.2652665 7.9036734
## corn 5.3782265 13.9816078 10.4224839 7.5268725 13.0267847 5.3603072
## hot pepper 8.7510973 15.7761433 11.7016825 10.1258737 14.9223752 8.5491877
## cucumber 6.1078748 14.4564711 11.6720460 9.0334322 13.1212189 6.3352655
## mushroom 6.1832925 14.2354490 10.5114702 7.5175866 14.3920177 6.4906850
## peanuts 18.1695950 20.7924671 17.9813734 17.4971178 20.5009314 17.3274930
## chestnut 6.6689821 14.9413940 11.0162147 9.0240553 13.7398935 6.2047779
## bread 5.3916525 13.6020328 9.8726164 8.1533599 14.5326692 4.8343289
## croissant 4.6196155 12.5834873 9.7809597 7.1614738 11.5969870 4.6755911
## french bread 6.3288138 14.6029763 10.8606528 9.7215584 15.4765730 5.9063121
## pancakes 11.5354436 9.7739778 7.2815541 12.1190476 3.2853010
## cheese 11.5354436 11.4110951 12.1076946 15.6863855 11.5503224
## beef 9.7739778 11.4110951 6.0283925 15.5494264 8.0312831
## chicken 7.2815541 12.1076946 6.0283925 13.7753759 6.8266917
## bacon 12.1190476 15.6863855 15.5494264 13.7753759 12.2224639
## hamburger 3.2853010 11.5503224 8.0312831 6.8266917 12.2224639
## french fries 6.7685512 14.4760066 10.3806963 8.0679836 12.6671307 6.3806489
## pizza 4.0311087 11.7102995 9.2438313 7.8644544 13.2005096 3.3152206
## hotdog 3.5156127 11.8678287 8.4904727 6.8644895 12.2361761 2.1865825
## taco 5.2339486 11.4970178 8.8588748 7.2387358 12.1347003 4.4766252
## burrito 3.5421285 12.5269930 9.2938627 7.1285064 12.8210127 3.4338186
## popcorn 8.6561831 14.6829081 12.2824127 11.3198427 13.3561334 8.3064173
## rice crackers 11.4170608 16.0553418 12.7698256 11.1739927 17.3055014 10.9025533
## rice 4.8975725 14.2023101 10.9706908 8.5642149 12.9097785 4.7503015
## spaghetti 4.3546586 13.6578922 10.4691031 8.3279668 13.1942342 4.0806282
## fried shrimp 5.6023560 12.5558329 10.2478207 7.9488867 11.4573165 5.3898021
## ice cream 8.7006477 13.8818981 12.0089247 9.4509727 13.5244456 9.2442120
## doughnut 5.0230401 12.3542460 10.7502331 8.3995656 11.0130166 5.6025799
## cookie 4.8588923 13.4758907 11.0780755 9.2960295 10.5877033 4.5895617
## cake 6.5548192 13.4058865 9.9524760 7.4020465 12.3952518 6.8642760
## chocolate bar 6.5561101 12.3940455 11.2171749 9.2102573 10.9759869 6.6455349
## candy 7.8959579 15.6599338 13.4569937 11.3546835 13.5862057 8.1614515
## custard flan 3.9813674 12.3165031 10.2078767 7.2093842 12.2258345 5.1616740
## honey 8.2371243 15.7480431 13.3859480 11.3676996 13.9838525 8.4565973
## milk 4.3910672 12.6045625 10.6789868 8.2019149 12.4654550 5.0318467
## black tea 6.1061789 14.6304998 12.0574557 9.5521799 12.8781777 6.4123699
## sake 5.9598986 14.4649083 11.9527187 9.4589770 12.5846871 6.2372280
## champagne 5.8105047 14.3988067 11.6798726 9.2384011 12.7050844 6.0593316
## red wine 5.6682972 14.3420537 11.4345619 9.0128683 12.7257908 5.8739002
## beer 5.8901266 14.4306517 11.6474221 9.1170487 12.7751650 6.1754545
## french fries pizza hotdog taco burrito
## grapes 5.9351578 6.9218291 7.1950832 5.2335991 4.9149887
## melon 6.1038451 7.1475020 7.0824035 5.6335992 5.0443825
## watermelon 6.6773606 7.2627636 6.9997033 5.8908954 5.2216490
## tangerine 6.0826378 6.9201983 7.0080707 5.6186119 4.8159706
## lemon 6.5199308 7.2630957 7.3266437 5.9068620 5.1963255
## banana 4.7180835 7.0619289 7.2354191 5.7415569 4.8517651
## pineapple 6.5644848 7.1526298 7.2613494 6.0666245 5.2435778
## red apple 6.5496385 7.2344063 7.2271748 5.6855571 5.1267087
## green apple 6.4001158 7.1656104 7.2515859 5.4886395 4.9919003
## pear 6.3204153 7.0879095 7.2548674 5.3542822 4.8907856
## peach 6.0171171 6.9692659 6.9721257 5.4234749 4.8593907
## cherries 5.8914727 6.9915801 7.0309680 5.4268238 4.7671126
## strawberry 6.5227463 7.1996363 7.3547274 5.8679783 5.2682818
## kiwifruit 7.5152924 9.1647042 10.0759498 7.2137269 7.8162211
## tomato 5.7410940 6.9252177 7.1073009 5.2337103 4.8753348
## avocado 4.5052753 7.8282313 8.4020307 6.4244284 6.0440172
## eggplant 5.5783809 6.8037512 6.9736476 5.2177584 4.5058597
## potato 7.2393316 9.0964109 9.3222514 8.3352269 7.5216592
## carrot 7.0944999 8.3203529 8.7610688 7.0397156 6.7340555
## corn 4.8856722 6.3643720 6.4407848 5.0976087 4.0093197
## hot pepper 7.3916965 9.0773886 9.4970914 8.0911047 7.7463966
## cucumber 6.3646434 7.2427015 7.3172715 5.3109478 5.2115398
## mushroom 7.1350165 7.6503291 6.6676476 7.3208256 5.4034837
## peanuts 15.8153461 16.4279811 17.6800337 17.6001756 17.2417435
## chestnut 5.0575399 7.2139608 7.5572848 6.8591344 5.8905876
## bread 7.1746621 3.6882859 4.8946508 6.6346574 4.3668369
## croissant 6.8887875 4.2034710 4.2141780 6.0396327 4.3174502
## french bread 9.0238628 4.6286026 5.5144591 8.5670251 5.9627834
## pancakes 6.7685512 4.0311087 3.5156127 5.2339486 3.5421285
## cheese 14.4760066 11.7102995 11.8678287 11.4970178 12.5269930
## beef 10.3806963 9.2438313 8.4904727 8.8588748 9.2938627
## chicken 8.0679836 7.8644544 6.8644895 7.2387358 7.1285064
## bacon 12.6671307 13.2005096 12.2361761 12.1347003 12.8210127
## hamburger 6.3806489 3.3152206 2.1865825 4.4766252 3.4338186
## french fries 6.5206304 7.5112841 5.2620539 5.0940252
## pizza 6.5206304 3.8360808 4.7468086 3.2575334
## hotdog 7.5112841 3.8360808 5.5803910 4.1206798
## taco 5.2620539 4.7468086 5.5803910 3.3872922
## burrito 5.0940252 3.2575334 4.1206798 3.3872922
## popcorn 8.0479092 8.1245414 8.7490728 7.7945344 7.7466949
## rice crackers 10.4245339 10.8185543 11.4192341 11.4520852 10.8798594
## rice 6.5576740 5.7812464 5.8373102 5.7559497 4.4756038
## spaghetti 6.8714748 4.4880443 4.7580663 5.6465357 3.8180315
## fried shrimp 6.6637756 5.4142153 5.6719922 4.6139996 5.0669946
## ice cream 9.9993166 9.8981977 9.5871968 8.2184125 8.2645859
## doughnut 6.2072179 5.5529635 6.3763816 4.8888738 4.8309093
## cookie 6.1577389 5.3351058 5.3667395 6.0720435 4.8675103
## cake 7.1375817 6.8445136 7.1583096 6.3601101 5.6818410
## chocolate bar 7.0176700 7.0256254 7.3161006 6.5828955 6.1683186
## candy 8.7057420 8.8940582 9.0646931 8.2387540 7.8073179
## custard flan 7.2493038 6.5532360 5.6286287 5.7319019 4.9960696
## honey 8.9690695 9.1697303 9.3003282 8.5373312 8.0417657
## milk 6.6354200 6.4448098 6.0013492 5.2750443 4.5109714
## black tea 7.4938249 7.7010753 7.3845099 6.3082729 5.8026604
## sake 7.3561051 7.5530884 7.2412043 6.1489752 5.7222088
## champagne 7.0372232 7.4075938 7.1146798 5.9998464 5.4929814
## red wine 6.6916372 7.2202552 6.9713875 5.7864809 5.2323273
## beer 7.1678720 7.4345349 7.1637335 6.0421900 5.5029502
## popcorn rice crackers rice spaghetti fried shrimp
## grapes 10.6052768 12.5452147 3.8190719 4.8872126 6.8603613
## melon 10.5701509 12.5607224 3.2854951 4.6764282 6.8129667
## watermelon 10.7453952 12.6567837 2.8570323 4.5288396 6.8224249
## tangerine 10.3412547 12.4303034 3.0977154 4.4490132 6.7215782
## lemon 10.3572793 12.8521993 3.6490843 4.8510714 7.1120737
## banana 9.7564129 11.3759664 4.1969359 5.0913868 7.2239636
## pineapple 10.4029158 11.6819086 3.3545651 4.6719564 7.1120132
## red apple 10.4457160 12.8528529 3.1722114 4.5541084 6.7982730
## green apple 10.3086282 12.8703964 3.2724909 4.5574615 6.8102840
## pear 10.1721726 12.8189536 3.3179459 4.5288947 6.7801406
## peach 10.4192657 12.5410223 3.1382562 4.5475815 6.5758717
## cherries 10.1793497 12.4814668 3.2205172 4.5585209 6.7858242
## strawberry 10.4689509 12.5182975 3.6641354 4.8787223 7.0380132
## kiwifruit 12.1645680 14.0096151 7.9923473 8.5111601 9.1973837
## tomato 10.5429668 12.5175286 3.4036853 4.7358743 6.6569498
## avocado 9.6221665 11.8396195 7.2192738 7.5528385 8.2568405
## eggplant 9.9927068 12.1990706 3.2048742 4.4308112 6.7514323
## potato 11.2205513 12.2602515 7.7365005 8.2404424 9.5479163
## carrot 11.3004797 13.2247602 6.5872429 7.2008921 8.4557081
## corn 9.4576805 11.0006206 3.1224524 4.4373335 6.4736808
## hot pepper 11.8157216 12.9878760 7.6852260 8.1993408 9.4082771
## cucumber 10.9212229 12.7229906 3.7613603 5.1222846 6.9755045
## mushroom 11.0465812 11.6549254 6.2007504 6.3119154 8.6662647
## peanuts 15.3748952 15.4980782 18.9067702 18.4007311 17.8160400
## chestnut 10.0694533 10.8310199 5.0969540 5.8676634 7.9013076
## bread 8.1251836 9.5242313 6.3057812 4.9752849 7.5921766
## croissant 8.7943844 10.8398819 6.2015834 5.2275999 5.6511000
## french bread 9.7153089 11.1116982 7.6515528 5.9615452 8.8672143
## pancakes 8.6561831 11.4170608 4.8975725 4.3546586 5.6023560
## cheese 14.6829081 16.0553418 14.2023101 13.6578922 12.5558329
## beef 12.2824127 12.7698256 10.9706908 10.4691031 10.2478207
## chicken 11.3198427 11.1739927 8.5642149 8.3279668 7.9488867
## bacon 13.3561334 17.3055014 12.9097785 13.1942342 11.4573165
## hamburger 8.3064173 10.9025533 4.7503015 4.0806282 5.3898021
## french fries 8.0479092 10.4245339 6.5576740 6.8714748 6.6637756
## pizza 8.1245414 10.8185543 5.7812464 4.4880443 5.4142153
## hotdog 8.7490728 11.4192341 5.8373102 4.7580663 5.6719922
## taco 7.7945344 11.4520852 5.7559497 5.6465357 4.6139996
## burrito 7.7466949 10.8798594 4.4756038 3.8180315 5.0669946
## popcorn 11.2835503 10.0648008 9.4657317 9.0307320
## rice crackers 11.2835503 11.4363048 11.1672462 11.9417033
## rice 10.0648008 11.4363048 2.8206499 6.5487676
## spaghetti 9.4657317 11.1672462 2.8206499 6.4657767
## fried shrimp 9.0307320 11.9417033 6.5487676 6.4657767
## ice cream 12.7116393 14.3223955 9.1575392 9.4735682 9.2137381
## doughnut 8.3788613 11.4270821 5.7220353 6.0301130 5.4568938
## cookie 8.0745162 11.0174931 5.3314584 5.3247413 6.1946031
## cake 9.7225430 11.5958326 7.4247552 7.1902329 5.9096344
## chocolate bar 9.7831451 11.7410815 7.0978658 7.1987214 7.3508736
## candy 11.5177663 13.3191234 6.1830836 7.0295039 8.4974812
## custard flan 10.5476149 12.2696014 4.5925160 5.0304430 6.3377815
## honey 11.8419189 13.5523671 6.7076316 7.4568126 8.9825428
## milk 10.4163986 12.3496889 3.5208547 4.5042991 6.4407216
## black tea 11.2353811 13.1459089 3.2109688 4.8397670 7.0632925
## sake 11.0238585 13.1186904 3.0891949 4.6950782 6.8613439
## champagne 10.8659223 12.8338711 2.9774459 4.6646424 6.8553099
## red wine 10.7264845 12.6831200 2.9743548 4.6039024 6.7348884
## beer 11.0751822 12.9658045 3.0352818 4.6495050 6.7613720
## ice cream doughnut cookie cake chocolate bar
## grapes 8.9725844 5.7426896 6.2534508 7.8205597 6.7004138
## melon 8.9545171 6.3436755 6.4327688 7.7862720 7.3181515
## watermelon 8.8819140 6.3516075 6.3843765 7.8478428 7.2761629
## tangerine 8.7944757 6.0177794 6.2584382 7.5418674 6.9292116
## lemon 9.1970624 6.5485156 6.7266253 8.0150189 7.6502126
## banana 9.0761651 6.2732817 6.3109587 7.6833601 6.8937939
## pineapple 9.1872048 6.3172584 6.4045842 7.9014433 7.3482649
## red apple 8.8763018 6.1124272 6.4228966 7.8519641 7.0893828
## green apple 8.9297378 6.1006757 6.4796259 7.8682132 7.1599154
## pear 8.9488100 5.9451476 6.3887443 7.7580598 7.0786736
## peach 8.8232087 6.1041507 6.2650805 7.7103174 7.0369769
## cherries 8.7801895 5.8509836 6.1506712 7.6157407 6.7399750
## strawberry 9.2291336 6.4868334 6.6787821 8.0462765 7.6208508
## kiwifruit 11.2994216 8.2975930 9.3936592 10.4135395 9.4214148
## tomato 9.0011900 6.2858975 6.4685051 7.8831132 7.3774918
## avocado 10.4868580 7.2551433 7.7144382 8.9681137 8.0829463
## eggplant 8.9325166 6.1428121 6.3239413 7.6757838 7.2014160
## potato 10.9325791 8.8124119 8.7637330 9.7086428 9.1507048
## carrot 10.3560244 7.9872828 8.3282635 9.3582052 8.8348692
## corn 8.7454220 5.6677462 5.8737245 6.5404557 6.5129910
## hot pepper 11.2286575 8.8862980 9.0711101 10.0777517 9.6620205
## cucumber 9.1614147 6.3184457 6.8106534 8.1265486 7.5106330
## mushroom 8.2839922 7.9773498 7.1987764 8.0884987 7.7623202
## peanuts 20.4929352 17.4383410 16.9356098 17.8406626 17.9392644
## chestnut 9.9646632 6.7644727 5.7273861 8.2168503 7.3847873
## bread 10.8889046 6.6208211 6.2263088 7.4486058 7.8722475
## croissant 9.2932556 5.2178670 5.2746823 5.5689816 5.7611266
## french bread 11.8857520 8.4529456 7.0543999 8.7411924 9.1743943
## pancakes 8.7006477 5.0230401 4.8588923 6.5548192 6.5561101
## cheese 13.8818981 12.3542460 13.4758907 13.4058865 12.3940455
## beef 12.0089247 10.7502331 11.0780755 9.9524760 11.2171749
## chicken 9.4509727 8.3995656 9.2960295 7.4020465 9.2102573
## bacon 13.5244456 11.0130166 10.5877033 12.3952518 10.9759869
## hamburger 9.2442120 5.6025799 4.5895617 6.8642760 6.6455349
## french fries 9.9993166 6.2072179 6.1577389 7.1375817 7.0176700
## pizza 9.8981977 5.5529635 5.3351058 6.8445136 7.0256254
## hotdog 9.5871968 6.3763816 5.3667395 7.1583096 7.3161006
## taco 8.2184125 4.8888738 6.0720435 6.3601101 6.5828955
## burrito 8.2645859 4.8309093 4.8675103 5.6818410 6.1683186
## popcorn 12.7116393 8.3788613 8.0745162 9.7225430 9.7831451
## rice crackers 14.3223955 11.4270821 11.0174931 11.5958326 11.7410815
## rice 9.1575392 5.7220353 5.3314584 7.4247552 7.0978658
## spaghetti 9.4735682 6.0301130 5.3247413 7.1902329 7.1987214
## fried shrimp 9.2137381 5.4568938 6.1946031 5.9096344 7.3508736
## ice cream 8.7701896 9.5943543 9.6941680 9.0555265
## doughnut 8.7701896 4.6219175 5.8740309 4.4295675
## cookie 9.5943543 4.6219175 6.6481280 5.1918443
## cake 9.6941680 5.8740309 6.6481280 6.8032210
## chocolate bar 9.0555265 4.4295675 5.1918443 6.8032210
## candy 10.0344658 6.1918726 7.1473529 9.0135974 6.3184559
## custard flan 7.8194980 5.1360471 6.2266273 7.1400485 6.0264783
## honey 10.1106282 6.4610348 7.7811539 9.3894226 6.3412296
## milk 8.3654966 6.0219069 5.9207815 7.4818332 6.6759437
## black tea 9.1849683 6.9405182 6.8705387 8.3225115 7.9952860
## sake 9.1050882 6.6414681 6.5576267 8.1264713 7.6828483
## champagne 9.0277303 6.5799423 6.4989924 8.0832124 7.6272588
## red wine 8.9466915 6.4314754 6.3225448 7.7883174 7.4583715
## beer 9.0307289 6.6840132 6.6649096 7.8369282 7.7057380
## candy custard flan honey milk black tea
## grapes 5.8926419 4.5168671 6.1093119 3.3429249 3.1267725
## melon 6.3623501 4.4604518 6.6326277 2.6485232 2.0844829
## watermelon 6.0620589 4.1931480 6.3976075 2.3024074 1.2321644
## tangerine 5.9650024 4.2445823 6.2284853 2.6292646 2.3227444
## lemon 6.7403353 4.9660835 7.0561433 3.3952164 2.9592962
## banana 6.5897312 4.9136352 6.7129731 3.8290724 4.2300140
## pineapple 6.3623625 4.8745219 6.6064685 3.5752792 2.9955170
## red apple 5.5908553 4.2534889 5.9280918 2.7022265 1.7130339
## green apple 5.8378689 4.4063921 6.1706995 2.8443058 1.9421834
## pear 5.8539085 4.4791949 6.1835769 2.9906976 2.1713375
## peach 6.0885609 4.2555975 6.3584228 2.5424901 1.9547995
## cherries 5.7493182 4.1711674 5.9916962 2.6540287 2.3278514
## strawberry 6.7531385 5.0284174 7.0251409 3.5220005 3.0150630
## kiwifruit 9.5740317 8.4647631 9.7102589 7.7729904 7.8007376
## tomato 6.7175061 4.6724739 6.9863183 2.8205299 2.3553322
## avocado 10.0236842 7.7211199 10.0600602 7.1645539 7.9998833
## eggplant 6.6940176 4.5527924 6.9308320 2.8094375 2.5508874
## potato 9.7390670 8.0596687 9.7950319 7.4602549 8.0553544
## carrot 8.7583145 7.1444094 8.9118034 6.2286922 6.3890831
## corn 6.6542554 4.4749043 6.9082642 3.2360400 3.7843085
## hot pepper 9.8096514 8.2736623 9.8750150 7.5055238 7.7914650
## cucumber 6.8964676 4.8580925 7.2007210 3.1956883 2.7542751
## mushroom 9.3082141 5.8992491 9.2633876 5.4192574 6.7930273
## peanuts 21.2420608 19.7026567 21.1637936 19.8090135 20.7448734
## chestnut 7.6737773 6.4339123 8.0009301 5.6091040 6.1171489
## bread 9.5169059 7.6582155 9.7175057 7.7874968 8.7975759
## croissant 8.6065247 5.9689712 8.8794011 6.9316267 8.1715185
## french bread 10.6329921 8.8273572 10.8275893 9.0200889 10.0647890
## pancakes 7.8959579 3.9813674 8.2371243 4.3910672 6.1061789
## cheese 15.6599338 12.3165031 15.7480431 12.6045625 14.6304998
## beef 13.4569937 10.2078767 13.3859480 10.6789868 12.0574557
## chicken 11.3546835 7.2093842 11.3676996 8.2019149 9.5521799
## bacon 13.5862057 12.2258345 13.9838525 12.4654550 12.8781777
## hamburger 8.1614515 5.1616740 8.4565973 5.0318467 6.4123699
## french fries 8.7057420 7.2493038 8.9690695 6.6354200 7.4938249
## pizza 8.8940582 6.5532360 9.1697303 6.4448098 7.7010753
## hotdog 9.0646931 5.6286287 9.3003282 6.0013492 7.3845099
## taco 8.2387540 5.7319019 8.5373312 5.2750443 6.3082729
## burrito 7.8073179 4.9960696 8.0417657 4.5109714 5.8026604
## popcorn 11.5177663 10.5476149 11.8419189 10.4163986 11.2353811
## rice crackers 13.3191234 12.2696014 13.5523671 12.3496889 13.1459089
## rice 6.1830836 4.5925160 6.7076316 3.5208547 3.2109688
## spaghetti 7.0295039 5.0304430 7.4568126 4.5042991 4.8397670
## fried shrimp 8.4974812 6.3377815 8.9825428 6.4407216 7.0632925
## ice cream 10.0344658 7.8194980 10.1106282 8.3654966 9.1849683
## doughnut 6.1918726 5.1360471 6.4610348 6.0219069 6.9405182
## cookie 7.1473529 6.2266273 7.7811539 5.9207815 6.8705387
## cake 9.0135974 7.1400485 9.3894226 7.4818332 8.3225115
## chocolate bar 6.3184559 6.0264783 6.3412296 6.6759437 7.9952860
## candy 6.2058777 1.6922018 6.8247759 6.5208786
## custard flan 6.2058777 6.2962253 3.2293772 4.6752507
## honey 1.6922018 6.2962253 7.1213639 6.9255391
## milk 6.8247759 3.2293772 7.1213639 2.6687939
## black tea 6.5208786 4.6752507 6.9255391 2.6687939
## sake 6.1399717 4.5701090 6.6678393 2.6967936 0.9271251
## champagne 6.2885802 4.4360863 6.7152126 2.3979587 0.7876537
## red wine 6.3535448 4.3709847 6.7453937 2.2771959 1.1374947
## beer 6.3670239 4.5007381 6.8022846 2.5009975 0.7913647
## sake champagne red wine beer
## grapes 3.1227836 2.8976924 2.7091126 3.0252785
## melon 2.1781993 1.7420457 1.5177565 1.8895982
## watermelon 1.3321737 0.9571065 0.9528418 1.1248960
## tangerine 2.3509814 2.0606232 1.9257654 2.1265497
## lemon 2.9993415 2.7962645 2.7363453 2.8830659
## banana 4.2543159 3.7824703 3.4850247 3.9811619
## pineapple 3.1991613 2.9095272 2.8632794 3.0433685
## red apple 1.6758323 1.5086923 1.5262889 1.6213990
## green apple 1.9328829 1.7756700 1.7558776 1.8832077
## pear 2.1621398 2.0329582 1.9930963 2.1056090
## peach 2.0305714 1.7153954 1.5108649 1.8681055
## cherries 2.3281467 2.0093061 1.7821733 2.2329770
## strawberry 3.1475163 2.9172142 2.8326426 3.0240523
## kiwifruit 7.8172546 7.6903720 7.5469912 7.7678699
## tomato 2.5068115 2.1258243 1.8555312 2.2936629
## avocado 8.0300118 7.7264322 7.4910564 7.8295021
## eggplant 2.7178330 2.3317376 2.1052063 2.4785751
## potato 8.0958554 7.7927248 7.5822142 7.9334574
## carrot 6.4432064 6.2327805 6.0790635 6.3156094
## corn 3.7621668 3.4189781 3.1648390 3.4045145
## hot pepper 7.8345079 7.5286845 7.3498373 7.6199376
## cucumber 2.8583872 2.6322296 2.5111386 2.7165719
## mushroom 6.9084003 6.6058548 6.3699065 6.5655810
## peanuts 20.6987906 20.4542705 20.2301172 20.5443314
## chestnut 6.0465294 5.7092744 5.4360888 5.9523991
## bread 8.6858591 8.5066206 8.3162376 8.5462352
## croissant 7.9686474 7.9000161 7.7429864 7.8560244
## french bread 9.9710013 9.8213444 9.6519425 9.8319702
## pancakes 5.9598986 5.8105047 5.6682972 5.8901266
## cheese 14.4649083 14.3988067 14.3420537 14.4306517
## beef 11.9527187 11.6798726 11.4345619 11.6474221
## chicken 9.4589770 9.2384011 9.0128683 9.1170487
## bacon 12.5846871 12.7050844 12.7257908 12.7751650
## hamburger 6.2372280 6.0593316 5.8739002 6.1754545
## french fries 7.3561051 7.0372232 6.6916372 7.1678720
## pizza 7.5530884 7.4075938 7.2202552 7.4345349
## hotdog 7.2412043 7.1146798 6.9713875 7.1637335
## taco 6.1489752 5.9998464 5.7864809 6.0421900
## burrito 5.7222088 5.4929814 5.2323273 5.5029502
## popcorn 11.0238585 10.8659223 10.7264845 11.0751822
## rice crackers 13.1186904 12.8338711 12.6831200 12.9658045
## rice 3.0891949 2.9774459 2.9743548 3.0352818
## spaghetti 4.6950782 4.6646424 4.6039024 4.6495050
## fried shrimp 6.8613439 6.8553099 6.7348884 6.7613720
## ice cream 9.1050882 9.0277303 8.9466915 9.0307289
## doughnut 6.6414681 6.5799423 6.4314754 6.6840132
## cookie 6.5576267 6.4989924 6.3225448 6.6649096
## cake 8.1264713 8.0832124 7.7883174 7.8369282
## chocolate bar 7.6828483 7.6272588 7.4583715 7.7057380
## candy 6.1399717 6.2885802 6.3535448 6.3670239
## custard flan 4.5701090 4.4360863 4.3709847 4.5007381
## honey 6.6678393 6.7152126 6.7453937 6.8022846
## milk 2.6967936 2.3979587 2.2771959 2.5009975
## black tea 0.9271251 0.7876537 1.1374947 0.7913647
## sake 0.7072495 1.1191343 0.8727851
## champagne 0.7072495 0.5617202 0.7608235
## red wine 1.1191343 0.5617202 0.9921769
## beer 0.8727851 0.7608235 0.9921769