cacao <- read.csv("flavors_of_cacao.csv")
str(cacao)## 'data.frame': 1795 obs. of 9 variables:
## $ Company...Maker.if.known. : chr "A. Morin" "A. Morin" "A. Morin" "A. Morin" ...
## $ Specific.Bean.Origin.or.Bar.Name: chr "Agua Grande" "Kpime" "Atsane" "Akata" ...
## $ REF : int 1876 1676 1676 1680 1704 1315 1315 1315 1319 1319 ...
## $ Review.Date : int 2016 2015 2015 2015 2015 2014 2014 2014 2014 2014 ...
## $ Cocoa.Percent : chr "63%" "70%" "70%" "70%" ...
## $ Company.Location : chr "France" "France" "France" "France" ...
## $ Rating : num 3.75 2.75 3 3.5 3.5 2.75 3.5 3.5 3.75 4 ...
## $ Bean.Type : chr " " " " " " " " ...
## $ Broad.Bean.Origin : chr "Sao Tome" "Togo" "Togo" "Togo" ...summary(cacao)## Company...Maker.if.known. Specific.Bean.Origin.or.Bar.Name REF
## Length:1795 Length:1795 Min. : 5
## Class :character Class :character 1st Qu.: 576
## Mode :character Mode :character Median :1069
## Mean :1036
## 3rd Qu.:1502
## Max. :1952
## Review.Date Cocoa.Percent Company.Location Rating
## Min. :2006 Length:1795 Length:1795 Min. :1.000
## 1st Qu.:2010 Class :character Class :character 1st Qu.:2.875
## Median :2013 Mode :character Mode :character Median :3.250
## Mean :2012 Mean :3.186
## 3rd Qu.:2015 3rd Qu.:3.500
## Max. :2017 Max. :5.000
## Bean.Type Broad.Bean.Origin
## Length:1795 Length:1795
## Class :character Class :character
## Mode :character Mode :character
##
##
## head(cacao, 10)## Company...Maker.if.known. Specific.Bean.Origin.or.Bar.Name REF Review.Date
## 1 A. Morin Agua Grande 1876 2016
## 2 A. Morin Kpime 1676 2015
## 3 A. Morin Atsane 1676 2015
## 4 A. Morin Akata 1680 2015
## 5 A. Morin Quilla 1704 2015
## 6 A. Morin Carenero 1315 2014
## 7 A. Morin Cuba 1315 2014
## 8 A. Morin Sur del Lago 1315 2014
## 9 A. Morin Puerto Cabello 1319 2014
## 10 A. Morin Pablino 1319 2014
## Cocoa.Percent Company.Location Rating Bean.Type Broad.Bean.Origin
## 1 63% France 3.75 Sao Tome
## 2 70% France 2.75 Togo
## 3 70% France 3.00 Togo
## 4 70% France 3.50 Togo
## 5 70% France 3.50 Peru
## 6 70% France 2.75 Criollo Venezuela
## 7 70% France 3.50 Cuba
## 8 70% France 3.50 Criollo Venezuela
## 9 70% France 3.75 Criollo Venezuela
## 10 70% France 4.00 Perutail(cacao)## Company...Maker.if.known. Specific.Bean.Origin.or.Bar.Name REF Review.Date
## 1790 Zotter Indianer, Raw 883 2012
## 1791 Zotter Peru 647 2011
## 1792 Zotter Congo 749 2011
## 1793 Zotter Kerala State 749 2011
## 1794 Zotter Kerala State 781 2011
## 1795 Zotter Brazil, Mitzi Blue 486 2010
## Cocoa.Percent Company.Location Rating Bean.Type Broad.Bean.Origin
## 1790 58% Austria 3.50
## 1791 70% Austria 3.75 Peru
## 1792 65% Austria 3.00 Forastero Congo
## 1793 65% Austria 3.50 Forastero India
## 1794 62% Austria 3.25 India
## 1795 65% Austria 3.00 Brazilcacao1 <- read.delim("flavors_of_cacao.txt")
summary (cacao1)## Company...Maker.if.known. Specific.Bean.Origin.or.Bar.Name REF
## Length:1795 Length:1795 Min. : 5
## Class :character Class :character 1st Qu.: 576
## Mode :character Mode :character Median :1069
## Mean :1036
## 3rd Qu.:1502
## Max. :1952
## Review.Date Cocoa.Percent Company.Location Rating
## Min. :2006 Length:1795 Length:1795 Min. :1.000
## 1st Qu.:2010 Class :character Class :character 1st Qu.:2.875
## Median :2013 Mode :character Mode :character Median :3.250
## Mean :2012 Mean :3.186
## 3rd Qu.:2015 3rd Qu.:3.500
## Max. :2017 Max. :5.000
## Bean.Type Broad.Bean.Origin
## Length:1795 Length:1795
## Class :character Class :character
## Mode :character Mode :character
##
##
## sort(table(cacao$Company.Location), decreasing= TRUE)##
## U.S.A. France Canada U.K.
## 764 156 125 96
## Italy Ecuador Australia Belgium
## 63 54 49 40
## Switzerland Germany Austria Spain
## 38 35 26 25
## Colombia Hungary Venezuela Brazil
## 23 22 20 17
## Japan Madagascar New Zealand Peru
## 17 17 17 17
## Denmark Vietnam Guatemala Scotland
## 15 11 10 10
## Argentina Costa Rica Israel Poland
## 9 9 9 8
## Honduras Lithuania Domincan Republic Nicaragua
## 6 6 5 5
## South Korea Sweden Amsterdam Fiji
## 5 5 4 4
## Ireland Mexico Netherlands Puerto Rico
## 4 4 4 4
## Sao Tome Grenada Iceland Portugal
## 4 3 3 3
## Singapore South Africa Bolivia Chile
## 3 3 2 2
## Finland St. Lucia Czech Republic Eucador
## 2 2 1 1
## Ghana India Martinique Niacragua
## 1 1 1 1
## Philippines Russia Suriname Wales
## 1 1 1 1cacao[8,]## Company...Maker.if.known. Specific.Bean.Origin.or.Bar.Name REF Review.Date
## 8 A. Morin Sur del Lago 1315 2014
## Cocoa.Percent Company.Location Rating Bean.Type Broad.Bean.Origin
## 8 70% France 3.5 Criollo Venezuelacacao[,9]## [1] "Sao Tome" "Togo"
## [3] "Togo" "Togo"
## [5] "Peru" "Venezuela"
## [7] "Cuba" "Venezuela"
## [9] "Venezuela" "Peru"
## [11] "Panama" "Madagascar"
## [13] "Brazil" "Ecuador"
## [15] "Colombia" "Burma"
## [17] "Papua New Guinea" "Venezuela"
## [19] "Peru" "Peru"
## [21] "Peru" "Bolivia"
## [23] "Peru" "Peru"
## [25] "Peru" "Fiji"
## [27] "Fiji" "Fiji"
## [29] "Fiji" "Ecuador"
## [31] "Ecuador" "Mexico"
## [33] "Indonesia" "Madagascar"
## [35] "Brazil" "Trinidad"
## [37] "Vietnam" "Madagascar"
## [39] "Venezuela" "Peru"
## [41] "Ecuador" "Nicaragua"
## [43] "Vietnam" "Tanzania"
## [45] "Nicaragua" "Peru"
## [47] "Bolivia" "Peru"
## [49] "Ecuador" "Venezuela"
## [51] "Dominican Republic" "Bolivia"
## [53] "Bolivia" "Peru"
## [55] "Papua New Guinea" "Dominican Republic"
## [57] "Ecuador" "Venezuela"
## [59] "Venezuela" "Indonesia"
## [61] "Madagascar" "Venezuela"
## [63] "Venezuela" "Ghana"
## [65] "Ecuador" "Ecuador"
## [67] "Ghana" "Peru"
## [69] "Peru" "Belize"
## [71] "Madagascar" "Dominican Republic"
## [73] "Papua New Guinea" "Venezuela"
## [75] "Peru" "Peru"
## [77] "Venezuela" " "
## [79] "Venezuela" "Ecuador"
## [81] "Jamaica" "Grenada"
## [83] "Venezuela" "Madagascar"
## [85] "Trinidad" " "
## [87] " " " "
## [89] "Brazil" "Brazil"
## [91] "Brazil" "Brazil"
## [93] "Brazil" "Dominican Republic"
## [95] "Bolivia" "Madagascar"
## [97] "Mexico" "Ecuador"
## [99] "Venezuela" "Trinidad"
## [101] "Tanzania" "Vietnam"
## [103] "Ecuador" "Ecuador"
## [105] "Guatemala" "Nicaragua"
## [107] "Honduras" "Costa Rica"
## [109] "Peru" "Dominican Republic"
## [111] "Fiji" "Vietnam"
## [113] "Brazil" "Peru"
## [115] "Ecuador" "Domincan Republic"
## [117] "Belize" "Nicaragua"
## [119] "Brazil" "Guatemala"
## [121] "Ecuador" "Trinidad"
## [123] "Colombia" "Haiti"
## [125] "Panama" "Venezuela"
## [127] "Jamaica" "Costa Rica"
## [129] "Vietnam" "Indonesia"
## [131] "Venezuela" "Indonesia"
## [133] "Brazil" "Madagascar"
## [135] "Peru" "Dominican Republic"
## [137] "Congo" "Colombia"
## [139] "Tanzania" "Tanzania"
## [141] "Honduras" "Philippines"
## [143] "Mexico" "Ecuador"
## [145] " " "Papua New Guinea"
## [147] "Madagascar" "Brazil"
## [149] " " "Peru"
## [151] "Peru" "Brazil"
## [153] "Peru" "Dominican Republic"
## [155] "Mexico" "Madagascar"
## [157] "Costa Rica" "Domincan Republic"
## [159] "Brazil" "Ecuador"
## [161] "Malaysia" "Malaysia"
## [163] "Brazil" "Domincan Republic"
## [165] "Ecuador" "Ecuador"
## [167] "Costa Rica" "Papua New Guinea"
## [169] "Peru" "Ecuador"
## [171] "Tanzania" "Bolivia"
## [173] "Domincan Republic" "Belize"
## [175] "Belize" "Belize"
## [177] "Cuba" "Venezuela"
## [179] "Venezuela" "Ecuador"
## [181] "Indonesia" "Madagascar"
## [183] " " "Madagascar"
## [185] "Venezuela" "Venezuela"
## [187] "Ecuador" "Venezuela"
## [189] "Venezuela" "Indonesia"
## [191] "Venezuela" "Nicaragua"
## [193] "Costa Rica" "Costa Rica"
## [195] "Belize" "Ghana"
## [197] "Indonesia" "Dominican Rep., Bali"
## [199] "Indonesia" "Madagascar"
## [201] "Venezuela" "Dominican Republic"
## [203] "Dominican Republic" "Madagascar"
## [205] "Madagascar" "Madagascar"
## [207] "Panama" "Dominican Republic"
## [209] "Ghana" "Dominican Republic"
## [211] "Venezuela" "Nicaragua"
## [213] "Jamaica" "Congo"
## [215] " " "Madagascar"
## [217] "Guatemala" "Tanzania"
## [219] "Dominican Republic" "Guatemala"
## [221] "Madagascar" "Mexico"
## [223] "Brazil" "Dominican Republic"
## [225] "Venez,Africa,Brasil,Peru,Mex" "Brazil"
## [227] "Gabon" "Cuba"
## [229] "Peru" "Peru"
## [231] "Brazil" "Haiti"
## [233] "Madagascar" "Brazil"
## [235] "Jamaica" "Ivory Coast"
## [237] "Peru" "Mexico"
## [239] "Mexico" "Venezuela"
## [241] "Ecuador" "Carribean"
## [243] "Venezuela" "Venezuela"
## [245] "Madagascar" " "
## [247] "Sri Lanka" "Venezuela"
## [249] "Ecuador" "Ecuador"
## [251] "Belize" "Dominican Republic"
## [253] "Venezuela" "Nicaragua"
## [255] "Dominican Republic" "Belize"
## [257] "Venezuela" "Dominican Republic"
## [259] "Ecuador" "Ghana"
## [261] "Venezuela" "Dominican Republic"
## [263] "Dominican Republic" "Guatemala"
## [265] "Madagascar" "Belize"
## [267] "Madagascar" "Jamaica"
## [269] "Madagascar" "Dominican Republic"
## [271] "Ecuador" "Trinidad"
## [273] "Ecuador" "Dominican Republic"
## [275] "Trinidad" "Ecuador"
## [277] "Belize" " "
## [279] "Ecuador" "Puerto Rico"
## [281] "Peru" "Dominican Republic"
## [283] "Dominican Republic" "Venezuela"
## [285] "Haiti" "Dominican Republic"
## [287] "Tanzania" "Venezuela"
## [289] "Mexico" "Venezuela"
## [291] "Venezuela" "Venezuela"
## [293] "Venezuela" "Venezuela"
## [295] "Venezuela" "Venezuela"
## [297] "Colombia" "Colombia"
## [299] "Colombia" "Colombia"
## [301] "Colombia" "Colombia"
## [303] "Colombia" "Honduras"
## [305] "Dominican Republic" "Dominican Republic"
## [307] "Dominican Republic" "Dominican Republic"
## [309] "Congo" "Madagascar"
## [311] "Ecuador" "Papua New Guinea"
## [313] "Grenada" "Venezuela"
## [315] "Venezuela" "Mexico"
## [317] "Mexico" "Madagascar"
## [319] "Peru" "Vietnam"
## [321] "Peru" "Ecuador"
## [323] "Ecuador" "Ecuador"
## [325] "Ecuador" "Grenada"
## [327] "Ecuador" "Cuba"
## [329] "Dominican Republic" " "
## [331] "Ecuador" "Venezuela"
## [333] "Sao Tome" "Trinidad"
## [335] "Venezuela" "Tanzania"
## [337] "Venezuela" "Bolivia"
## [339] "Brazil" "Ecuador"
## [341] "Ecuador" "Ecuador"
## [343] "Ecuador" "Ecuador"
## [345] "Ecuador" "Papua New Guinea"
## [347] "Papua New Guinea" "Guatemala"
## [349] "Costa Rica" "Costa Rica"
## [351] "Costa Rica" "Costa Rica"
## [353] "Colombia" "Colombia"
## [355] "Colombia" "Colombia"
## [357] "Colombia" "Belize"
## [359] "Honduras" "Domincan Republic"
## [361] "Venezuela" "Colombia"
## [363] "Colombia" "Dominican Republic"
## [365] "Bolivia" "Dominican Republic"
## [367] "Peru" "Venezuela"
## [369] "Nicaragua" "Peru"
## [371] "Venezuela" "Ecuador"
## [373] "Peru" "Venezuela"
## [375] "Bolivia" "Ecuador"
## [377] "Uganda" "Belize"
## [379] "Ecuador" "Ecuador"
## [381] "Costa Rica" " "
## [383] "Ecuador" "Belize"
## [385] "Belize" "Vietnam"
## [387] "Malaysia" "Peru"
## [389] "Peru" "Dominican Republic"
## [391] "Madagascar" "Venezuela"
## [393] "Peru" " "
## [395] "Bolivia" "Uganda"
## [397] "Dominican Republic" "Dominican Republic"
## [399] "Venezuela" "Ecuador"
## [401] "Nicaragua" "Peru"
## [403] "Dominican Republic" "Congo"
## [405] "Peru" "Peru"
## [407] "Venezuela" "Peru"
## [409] "Ecuador" "Peru"
## [411] "Madagascar" "Mexico"
## [413] "Venezuela" "Mexico"
## [415] "Mexico" "Madagascar"
## [417] " " " "
## [419] "Venezuela" "Ecuador"
## [421] "Grenada" " "
## [423] "Mexico" "Mexico"
## [425] "Venezuela" "Mexico"
## [427] "Brazil" "Brazil"
## [429] "Venezuela" "Martinique"
## [431] "Mexico" "Peru"
## [433] "Venezuela" "Venezuela"
## [435] "Sao Tome & Principe" "Sao Tome & Principe"
## [437] "Sao Tome & Principe" "Sao Tome & Principe"
## [439] "Ecuador" "Madagascar"
## [441] "Venezuela" "Venezuela"
## [443] "Bolivia" "Venezuela"
## [445] "Ecuador" "Ecuador"
## [447] "Vietnam" "Ecuador"
## [449] "Ghana" "Ecuador"
## [451] "Sao Tome & Principe" "Madagascar"
## [453] "Grenada" "Venezuela"
## [455] "Ecuador" "Trinidad"
## [457] "Jamaica" "Venezuela"
## [459] "Peru" "Peru"
## [461] "Venezuela" "Venezuela"
## [463] "Mexico" "Venezuela"
## [465] "Madagascar" " "
## [467] "Papua New Guinea" "Vanuatu"
## [469] "Tanzania" "Brazil"
## [471] "Fiji" "Vanuatu"
## [473] "Papua New Guinea" "Ecuador"
## [475] "Ecuador" "Australia"
## [477] "Australia" "Dominican Republic"
## [479] "Trinidad" "Ecuador"
## [481] "Grenada" "Nicaragua"
## [483] " " "Belize"
## [485] "Belize" "Ecuador"
## [487] "Liberia" "Dominican Republic"
## [489] "Venezuela" "Venezuela"
## [491] "Venezuela" "Papua New Guinea"
## [493] "Costa Rica" "Colombia"
## [495] "Dominican Republic" "Dominican Republic"
## [497] "Madagascar" "Tanzania"
## [499] "Guatemala" "Venezuela"
## [501] "Guatemala" "Madagascar"
## [503] "Guatemala" "Guatemala"
## [505] "Guatemala" "Guatemala"
## [507] "Guatemala" "Venezuela"
## [509] "Vietnam" "Ecuador, Costa Rica"
## [511] "Bolivia" "Madagascar"
## [513] "Venezuela" "Tanzania"
## [515] "Ecuador" "Ghana"
## [517] "Dominican Republic" "Venezuela"
## [519] "West Africa" "Brazil"
## [521] "Brazil" "Uganda"
## [523] "Madagascar" "Madagascar"
## [525] "Costa Rica" "Ecuador"
## [527] "Ghana" "Papua New Guinea"
## [529] "Peru" "Papua New Guinea"
## [531] "Venezuela" "Tanzania"
## [533] "Bolivia" "Costa Rica"
## [535] "Dominican Republic" "Guatemala"
## [537] "Vietnam" "Bolivia"
## [539] "Dominican Republic" "Ecuador"
## [541] "Ecuador" "Bolivia"
## [543] "Belize" "Madagascar"
## [545] "Madagascar" "Venezuela"
## [547] "Dominican Republic" "Ecuador"
## [549] "Venezuela" "Panama"
## [551] "Venezuela" "Nicaragua"
## [553] "Hawaii" "West Africa"
## [555] " " "Ecuador"
## [557] "Venezuela" "Venezuela"
## [559] "Tanzania" "Venezuela"
## [561] "Venezuela" "Venezuela"
## [563] "Venezuela" "Colombia"
## [565] " " " "
## [567] "Venezuela" "Venezuela"
## [569] "Venezuela" "Madagascar"
## [571] "Madagascar" "Indonesia"
## [573] "Ecuador" "Venezuela"
## [575] "Venezuela" "Peru"
## [577] "Venezuela" "Grenada"
## [579] "Venezuela" "Colombia"
## [581] "Madagascar" "Guatemala"
## [583] "Nicaragua" "Nicaragua"
## [585] "Venezuela" "Honduras"
## [587] "Dominican Republic" "Panama"
## [589] "Nicaragua" "Venezuela"
## [591] "Panama" "Ecuador"
## [593] "Ecuador" "Peru"
## [595] "Dominican Republic" "Madagascar"
## [597] "Peru" "Venezuela"
## [599] "Domincan Republic" "Venezuela"
## [601] "Ecuador" "Peru"
## [603] "Madagascar" "Dominican Republic"
## [605] "Colombia" "Colombia"
## [607] "Peru" "Venezuela"
## [609] "Bolivia" "Bolivia"
## [611] "Venezuela" "Venezuela"
## [613] "Venezuela" "Venezuela"
## [615] "Venezuela" "Venezuela"
## [617] "Venezuela" "St. Lucia"
## [619] "St. Lucia" "Venezuela"
## [621] "Peru" "Honduras"
## [623] "Sao Tome & Principe" "Vietnam"
## [625] "Vietnam" "Vietnam"
## [627] "Venezuela" "Costa Rica"
## [629] "Venezuela" "Cost Rica, Ven"
## [631] "Venezuela" "Peru, Madagascar"
## [633] "Trinidad" "Venezuela"
## [635] " " "Venezuela, Trinidad"
## [637] "Belize" "Ecuador"
## [639] "Dominican Republic" "Brazil"
## [641] "Jamaica" "Venezuela"
## [643] "Belize" "Grenada"
## [645] " " "Dominican Republic"
## [647] "Madagascar" "Venezuela"
## [649] "Ecuador" "Bolivia"
## [651] "Puerto Rico" "Dominican Republic"
## [653] "Dominican Republic" "Dominican Republic"
## [655] "Peru" "Domincan Republic"
## [657] "Domincan Republic" "Madagascar"
## [659] "Ecuador" "Tanzania"
## [661] "Venezuela" "Venezuela"
## [663] "Venezuela" "Venezuela"
## [665] "Costa Rica" "Peru"
## [667] "Vietnam" "Ghana"
## [669] "Madagascar" "Peru"
## [671] "Guatemala" "Costa Rica"
## [673] "Nicaragua" "Peru"
## [675] "Peru" "Peru"
## [677] "Peru" "Peru"
## [679] "Dominican Republic" "Peru"
## [681] "Peru" "Peru"
## [683] "Peru" "Dominican Republic"
## [685] "Dominican Republic" "Peru"
## [687] "Peru" "Papua New Guinea"
## [689] "Papua New Guinea" "Madagascar"
## [691] "Papua New Guinea" "Papua New Guinea"
## [693] "Ghana" "Jamaica"
## [695] "Dominican Republic" "Jamaica"
## [697] "Madagascar" "Dominican Republic"
## [699] "Madagascar" "Venezuela"
## [701] "Venezuela" "Jamaica"
## [703] "Jamaica" "Jamaica"
## [705] "Venezuela" "Nicaragua"
## [707] "Nicaragua" "Nicaragua"
## [709] "Nicaragua" "Nicaragua"
## [711] "Nicaragua" "Nicaragua"
## [713] "Honduras" "Nicaragua"
## [715] "Nicaragua" "Nicaragua"
## [717] "Nicaragua" "Nicaragua"
## [719] "Bolivia" "Costa Rica"
## [721] "Trinidad" "Peru"
## [723] "Dominican Republic" "Ecuador"
## [725] "Peru" "Costa Rica"
## [727] "Costa Rica" "Hawaii"
## [729] "Madagascar" "Ghana"
## [731] "Domincan Republic" "Domincan Republic"
## [733] "Madagascar" "Belize"
## [735] "Brazil" "Mexico"
## [737] "Nicaragua" "Guatemala"
## [739] "Vietnam" " "
## [741] "Madagascar" "Grenada"
## [743] "Grenada" "Grenada"
## [745] "Ecuador" "Ghana"
## [747] "Trinidad, Tobago" "Venezuela"
## [749] "Ven, Trinidad, Ecuador" " "
## [751] "Haiti" "Nicaragua"
## [753] "Jamaica" "Ecuador"
## [755] " " " "
## [757] " " "Trinidad"
## [759] "Hawaii" " "
## [761] " " "Peru"
## [763] " " "Venezuela"
## [765] " " "Colombia"
## [767] "Venezuela" "Madagascar"
## [769] "Ecuador" " "
## [771] " " "Papua New Guinea"
## [773] " " "Dominican Republic"
## [775] " " " "
## [777] " " " "
## [779] "Hawaii" " "
## [781] "Ecuador" "Ecuador"
## [783] "Ecuador" "South America, Africa"
## [785] "Brazil" "Brazil"
## [787] "Brazil" "Brazil"
## [789] "Peru" "Belize"
## [791] "Costa Rica" "Bolivia"
## [793] "Bolivia" "Ecuador"
## [795] "Hawaii" "Hawaii"
## [797] "Ecuador" "Ecuador"
## [799] "Bolivia" "Bolivia"
## [801] "Uganda" "Venezuela"
## [803] "Tanzania" "Madagascar"
## [805] "Venezuela" "Ecuador"
## [807] "Peru" "Madagascar"
## [809] "Venezuela" "Domincan Republic"
## [811] "Peru" "Ecuador"
## [813] "Ecuador" "Ecuador"
## [815] "Ecuador" "Ecuador"
## [817] "Peru" "Ecuador"
## [819] "Madagascar" "Trinidad"
## [821] "Venezuela" "Ivory Coast"
## [823] "Dominican Republic" "Peru"
## [825] "Dominican Republic" "Ecuador"
## [827] "St. Lucia" "St. Lucia"
## [829] "St. Lucia" "Trinidad"
## [831] "Vietnam" "Ecuador"
## [833] "Madagascar" "Ecuador"
## [835] "Peru" "Ecuador"
## [837] "Dominican Republic" "Madagascar"
## [839] "Ecuador" "St. Lucia"
## [841] "St. Lucia" "Ecuador"
## [843] "Dominican Republic" "Venezuela"
## [845] "St. Lucia" "Uganda"
## [847] "Tanzania" "Sao Tome"
## [849] "Vietnam" "Bolivia"
## [851] "Bolivia" "Nicaragua"
## [853] "Dominican Republic" "Dominican Republic"
## [855] "Venezuela" "Venezuela"
## [857] "Venezuela" "Venezuela"
## [859] "Venezuela" "Venezuela"
## [861] "Venezuela" "Venezuela"
## [863] "Venezuela" "Venezuela"
## [865] "Venezuela" "Venezuela"
## [867] "India" "Dominican Republic"
## [869] "Dominican Republic" "Honduras"
## [871] "Peru" "Peru"
## [873] "Madagascar" "Peru"
## [875] "Belize" "Dominican Republic"
## [877] "Belize" "Dominican Republic"
## [879] "Ghana" "Madagascar"
## [881] "Belize" "Madagascar"
## [883] "Peru" "Dominican Republic"
## [885] "Dominican Republic" "Dominican Republic"
## [887] "Dominican Republic" "Peru"
## [889] "Vanuatu" "Ecuador"
## [891] "Ecuador" "Ecuador"
## [893] "Ecuador" "Ecuador"
## [895] "Ecuador" "Ecuador"
## [897] "Ecuador" " "
## [899] "Ecuador" "Dominican Republic"
## [901] "Mexico" "Dominican Republic"
## [903] "Peru" "Venezuela"
## [905] "Belize" "Madagascar"
## [907] "Belize" "Dominican Republic"
## [909] "Dominican Republic" "Haiti"
## [911] "Peru" "Ecuador"
## [913] "Brazil" "Uganda"
## [915] "Dominican Republic" "Ecuador"
## [917] "Madagascar" "Peru"
## [919] "Brazil" "Venezuela"
## [921] "Ecuador" "Grenada"
## [923] "Dominican Republic" "Venezuela"
## [925] "Madagascar" "Bolivia"
## [927] "Peru" "Peru"
## [929] "Peru" "Belize"
## [931] "Africa, Carribean, C. Am." "Tobago"
## [933] "Ecuador" "Dominican Republic"
## [935] "Grenada" "Ghana"
## [937] "Venezuela" " "
## [939] " " "Ven., Indonesia, Ecuad."
## [941] "Peru" "Ecuador"
## [943] "Madagascar" "Vietnam"
## [945] "Cuba" "Peru"
## [947] "Ivory Coast" "Sao Tome"
## [949] "Brazil" "Vietnam"
## [951] "Cuba" "Trinidad-Tobago"
## [953] "Brazil" "Tanzania"
## [955] "Nicaragua" "Venezuela"
## [957] "Venezuela" "Peru, Ecuador, Venezuela"
## [959] "Honduras" "Belize"
## [961] "Liberia" "Bolivia"
## [963] "Trinidad" "Costa Rica"
## [965] "Domincan Republic" "Tanzania"
## [967] "Peru" "Madagascar"
## [969] "Madagascar" "Peru"
## [971] "Bolivia" "Peru"
## [973] "Venezuela, Dom. Rep." "Dominican Republic"
## [975] "Bolivia" " "
## [977] "Puerto Rico" "Hawaii"
## [979] "Hawaii" "Hawaii"
## [981] "Hawaii" "Hawaii"
## [983] "Hawaii" "Nicaragua"
## [985] "Colombia, Ecuador" "Colombia, Ecuador"
## [987] "Colombia, Ecuador" "Colombia"
## [989] "Peru" "Peru"
## [991] "Madagascar" "Madagascar"
## [993] "Madagascar" "Madagascar"
## [995] "Solomon Islands" "Puerto Rico"
## [997] "Brazil" "Hawaii"
## [999] "Mexico" "Hawaii"
## [1001] "Hawaii" "Hawaii"
## [1003] "Dominican Republic" "Costa Rica"
## [1005] "Mexico" "Tanzania"
## [1007] "Ecuador" "Cuba"
## [1009] "Dominican Republic" "Ecuador"
## [1011] "Madagascar" "Madagascar"
## [1013] "Philippines" "Hawaii"
## [1015] "Hawaii" "Venezuela"
## [1017] "Ecuador" "Peru"
## [1019] "Venezuela" "Dominican Republic"
## [1021] "Colombia" "Papua New Guinea"
## [1023] "Costa Rica" "Hawaii"
## [1025] "Liberia" "Hawaii"
## [1027] "Peru" "Hawaii"
## [1029] "Nicaragua" "Peru"
## [1031] "Venezuela" "Colombia"
## [1033] "Dominican Republic" "Ghana"
## [1035] "Ecuador" "Vietnam"
## [1037] "Dominican Republic" "Peru"
## [1039] "Ecuador" "Trinidad"
## [1041] "Nicaragua" "Peru"
## [1043] "Colombia" "Tanzania"
## [1045] "Honduras" "Peru"
## [1047] "Peru" "Peru"
## [1049] " " "Vietnam"
## [1051] "Vietnam" "Vietnam"
## [1053] "Vietnam" "Vietnam"
## [1055] "Vietnam" "Vietnam"
## [1057] "Vietnam" "Vietnam"
## [1059] "Vietnam" "Costa Rica"
## [1061] "Ivory Coast" "Nigeria"
## [1063] "Ghana" "Dominican Republic"
## [1065] "Dominican Republic" "Bolivia"
## [1067] "Haiti" "Colombia"
## [1069] "Guatemala" "Tanzania"
## [1071] "Peru, Belize" "Peru, Mad., Dom. Rep."
## [1073] "" "Venezuela"
## [1075] " " "Venezuela"
## [1077] "Venezuela" "Venezuela"
## [1079] "Belize" "Papua New Guinea"
## [1081] "Peru" "Dominican Republic"
## [1083] "Dominican Republic" "Venezuela"
## [1085] "Venezuela" "Dominican Republic"
## [1087] "Vanuatu" "Madagascar"
## [1089] "Papua New Guinea" "PNG, Vanuatu, Mad"
## [1091] "Belize" "Dominican Republic"
## [1093] "Peru" "Peru"
## [1095] "Domincan Republic" "Bolivia"
## [1097] "Venezuela" "Belize"
## [1099] "Nicaragua" "Dominican Republic"
## [1101] "Madagascar" "Madagascar"
## [1103] "El Salvador" "El Salvador"
## [1105] "Honduras" "Honduras"
## [1107] "Nicaragua" "Nicaragua"
## [1109] "Brazil" "Madagascar"
## [1111] "South America" "Mexico"
## [1113] "Venezuela" "Sao Tome"
## [1115] " " " "
## [1117] "Sao Tome" "Dominican Republic"
## [1119] "Madagascar" "Papua New Guinea"
## [1121] " " "Belize"
## [1123] "Trinidad" "Dominican Republic"
## [1125] "Venezuela" "Tanzania"
## [1127] "Nicaragua" "Dominican Republic"
## [1129] "Belize" " "
## [1131] "Bolivia" "Indonesia"
## [1133] "Ecuador" "Ecuador"
## [1135] "Ecuador" "Ecuador"
## [1137] "Haiti" "Brazil"
## [1139] "Brazil" "Colombia"
## [1141] "Belize" "Belize"
## [1143] "Belize" "Domincan Republic"
## [1145] "Indonesia" "Peru"
## [1147] "Nicaragua" "Nicaragua"
## [1149] "Nicaragua" "Dominican Republic"
## [1151] "Papua New Guinea" "Ecuador"
## [1153] "Ecuador" "Ecuador"
## [1155] "Nicaragua" "Nicaragua"
## [1157] "Tanzania" "Domincan Republic"
## [1159] "Madagascar" "Vietnam"
## [1161] "Costa Rica" "Costa Rica"
## [1163] "Trinidad, Tobago" "Peru"
## [1165] "Grenada" "Nicaragua"
## [1167] "Venezuela" "Venezuela"
## [1169] "Hawaii" "Peru"
## [1171] "Dominican Republic" "Madagascar"
## [1173] "Ghana" "Papua New Guinea"
## [1175] "Trinidad" " "
## [1177] "West Africa" "Sao Tome"
## [1179] "Venezuela" "Venezuela"
## [1181] "Dominican Republic" "Madagascar"
## [1183] "Peru" "Peru"
## [1185] "Ecuador" "Ghana"
## [1187] "Belize" "Peru"
## [1189] "Venezuela" "Ecuador"
## [1191] "Nicaragua" "Nicaragua"
## [1193] "Ecuador" "Ghana"
## [1195] "Ecuador" "Venezuela"
## [1197] "Madagascar" "Dominican Republic"
## [1199] "Brazil" "Jamaica"
## [1201] "Peru" "Peru"
## [1203] "Congo" "Peru"
## [1205] "Samoa" "Samoa"
## [1207] "Papua New Guinea" "Papua New Guinea"
## [1209] "Papua New Guinea" "Papua New Guinea"
## [1211] "Trinidad" "Tanzania"
## [1213] "Bolivia" "Dominican Republic"
## [1215] "Ghana" "Ghana, Domin. Rep"
## [1217] "Ghana, Domin. Rep" "Carribean"
## [1219] "Carribean" "Carribean"
## [1221] "Carribean" "Ghana"
## [1223] "Tanzania" "Papua New Guinea"
## [1225] "Madagascar" "Belize"
## [1227] "Dominican Republic" "Nicaragua"
## [1229] "Dominican Republic" "Ecuador"
## [1231] "Papua New Guinea" " "
## [1233] "Bolivia" "Congo"
## [1235] "Peru" "Bolivia"
## [1237] "Hawaii" "Hawaii"
## [1239] "Peru" "Peru"
## [1241] "Colombia" "Ecuador"
## [1243] "Ecuador" "Ecuador"
## [1245] "Ecuador" "Ecuador"
## [1247] "Peru" "Ecuador"
## [1249] "Ecuador" "Ecuador"
## [1251] "Ecuador" "Ecuador"
## [1253] "Ecuador" "Guatemala"
## [1255] "Belize" "Bolivia"
## [1257] "Trinidad" "Tanzania"
## [1259] "Vietnam" "Bolivia"
## [1261] "Madagascar" "Ecuador"
## [1263] "Trinidad, Ecuador" "Trinidad"
## [1265] "Fiji" "South America"
## [1267] "Tanzania" "Guatemala"
## [1269] "Bolivia" "Dominican Republic"
## [1271] "Peru" "Peru"
## [1273] " " "Madagascar"
## [1275] "Madagascar" "Venezuela"
## [1277] "Madagascar" "Peru"
## [1279] "Madagascar" "Madagascar"
## [1281] "Dominican Republic" "Cameroon"
## [1283] "Venezuela" "Trinidad"
## [1285] "Cuba" "Peru"
## [1287] "Brazil" "Mexico"
## [1289] "Venezuela, Java" "Ecuador"
## [1291] "Madagascar" "Venezuela/ Ghana"
## [1293] "Mexico" "Indonesia"
## [1295] "Venezuela" "Honduras"
## [1297] "Nicaragua" "Nicaragua"
## [1299] "Nicaragua" "Nicaragua"
## [1301] "Nicaragua" "Madagascar"
## [1303] "Fiji" "Ecuador"
## [1305] "Ecuador" "Dominican Republic"
## [1307] "Peru" "Domincan Republic"
## [1309] "Venezuela" "Costa Rica"
## [1311] "Costa Rica" "Peru"
## [1313] "Brazil" "Costa Rica"
## [1315] "Peru" "Venezuela"
## [1317] "Venezuela" "Venezuela"
## [1319] "Papua New Guinea" "Madagascar"
## [1321] "Dominican Republic" "Brazil"
## [1323] "Sao Tome" "Brazil"
## [1325] "Tanzania" "Sao Tome & Principe"
## [1327] "Trinidad" "Madagascar"
## [1329] "Indonesia" "Venezuela"
## [1331] "Jamaica" "Ecuador"
## [1333] "Vanuatu" "Ghana"
## [1335] "Colombia" "Ecuador"
## [1337] "Cuba" "Venezuela, Ghana"
## [1339] "Indonesia, Ghana" "Ecuador"
## [1341] "Grenada" "Madagascar"
## [1343] "Honduras" "Venezuela"
## [1345] "Ecuador" "Madagascar"
## [1347] "Ecuador" "Venezuela"
## [1349] "Brazil" "Brazil"
## [1351] "Brazil" "Brazil"
## [1353] "Brazil" "Brazil"
## [1355] "Mexico" "Mexico"
## [1357] "Peru(SMartin,Pangoa,nacional)" "Congo"
## [1359] "Madagascar" "Dominican Republic"
## [1361] "Guatemala" "Ecuador"
## [1363] "Peru" "Peru"
## [1365] "Peru" "Peru"
## [1367] " " "Ecuador"
## [1369] "Ecuador" "Ecuador"
## [1371] "Ecuador" "Ecuador"
## [1373] "Ecuador" "Ecuador"
## [1375] " " "Belize"
## [1377] "Peru" "Madagascar"
## [1379] "Ecuador" "Trinidad"
## [1381] "Costa Rica" "Costa Rica"
## [1383] "Costa Rica" "Costa Rica"
## [1385] "Madagascar" "Madagascar"
## [1387] "Grenada" "Honduras"
## [1389] "Venezuela" "Bolivia"
## [1391] "Venezuela" "Madagascar"
## [1393] "Dominican Republic" "Bolivia"
## [1395] "Jamaica" "Ecuador"
## [1397] "Bolivia" "Peru"
## [1399] "Venezuela" "Dominican Republic"
## [1401] "Jamaica" "Madagascar"
## [1403] "Trinidad" "Venezuela"
## [1405] "Venezuela" "Madagascar"
## [1407] "Venezuela" "Venezuela"
## [1409] "Venezuela" "Principe"
## [1411] "Madagascar" " "
## [1413] "Dominican Republic" "Carribean"
## [1415] " " "Central and S. America"
## [1417] "Central and S. America" "Brazil"
## [1419] "Ecuador" "Venezuela"
## [1421] "Ecuador" "Colombia"
## [1423] "Colombia" "Colombia"
## [1425] "Colombia" "Colombia"
## [1427] "Sao Tome" "Peru"
## [1429] "Papua New Guinea" "Grenada"
## [1431] "Madagascar" "Brazil"
## [1433] "Ghana" "Vietnam"
## [1435] "Ven., Trinidad, Mad." "Carribean(DR/Jam/Tri)"
## [1437] " " "Venezuela"
## [1439] "Carribean" " "
## [1441] " " "Ghana & Madagascar"
## [1443] "Jamaica" " "
## [1445] "Domincan Republic" "Grenada"
## [1447] "Jamaica" "Papua New Guinea"
## [1449] "Venezuela" "Dominican Republic"
## [1451] "Ecuador" "Belize"
## [1453] "Hawaii" "Hawaii"
## [1455] "Peru" "Peru"
## [1457] "Costa Rica" "Costa Rica"
## [1459] "Peru" "Belize"
## [1461] "Sao Tome" "Brazil"
## [1463] "Colombia" "Bolivia"
## [1465] "Tanzania" "Ecuador"
## [1467] "Madagascar" "Ecuador"
## [1469] "Guatemala" "Guatemala"
## [1471] "Haiti" "Madagascar"
## [1473] "Madagascar" "Ecuador"
## [1475] "Ghana" "Nicaragua"
## [1477] "Dominican Republic" "Venezuela"
## [1479] "Ecuador" "Belize"
## [1481] "Vietnam" "Australia"
## [1483] "Guatemala" "Madagascar"
## [1485] "Madagascar" "Tanzania"
## [1487] "Trinidad" "Ecuador"
## [1489] "Bolivia" "Papua New Guinea"
## [1491] "Peru" "Venezuela"
## [1493] "Ghana" "Madagascar"
## [1495] "Ecuador" "Ecuador"
## [1497] "Madagascar" "Peru"
## [1499] "Domincan Republic" "Solomon Islands"
## [1501] "Solomon Islands" "Uganda"
## [1503] "Madagascar" "Venezuela"
## [1505] "Bolivia" "Peru"
## [1507] " " "Domincan Republic"
## [1509] "Madagascar" "Brazil"
## [1511] "Ven.,Ecu.,Peru,Nic." "Nicaragua"
## [1513] "Vietnam" "Ecuador"
## [1515] "Venezuela" "Venezuela"
## [1517] "Nicaragua" "Peru"
## [1519] "Nicaragua" "Ecuador"
## [1521] "Vanuatu" "Madagascar & Ecuador"
## [1523] "Dominican Republic" "Indonesia"
## [1525] "Peru" "Trinidad"
## [1527] " " "Venezuela"
## [1529] "Guat., D.R., Peru, Mad., PNG" "Venezuela"
## [1531] "Peru, Dom. Rep" "Venezuela"
## [1533] "Jamaica" "Haiti"
## [1535] "Hawaii" "Dom. Rep., Madagascar"
## [1537] "Gre., PNG, Haw., Haiti, Mad" "Guatemala"
## [1539] "Venezuela" "Mad., Java, PNG"
## [1541] "Papua New Guinea" "Grenada"
## [1543] "Bolivia" "Peru"
## [1545] "Ven, Bolivia, D.R." "Dominican Republic"
## [1547] "Venezuela" "DR, Ecuador, Peru"
## [1549] "Dominican Republic" "Ghana"
## [1551] "Dominican Republic" "Papua New Guinea"
## [1553] "Madagascar" "Venezuela"
## [1555] "Nicaragua" "Hawaii"
## [1557] "Dominican Republic" "Madagascar"
## [1559] "Venezuela" "Ecuador"
## [1561] "Papua New Guinea" "Tanzania"
## [1563] "Dominican Republic" "Dominican Republic"
## [1565] "Dominican Republic" "Dominican Republic"
## [1567] "Ecuador" "Peru"
## [1569] "Domincan Republic" "Ecuador"
## [1571] "Madagascar" "Vanuatu"
## [1573] "Bolivia" "Dominican Republic"
## [1575] "Dominican Republic" "Ecuador"
## [1577] "Domincan Republic" "Guatemala"
## [1579] "Nicaragua" "Madagascar"
## [1581] "Brazil" "India"
## [1583] "Ecuador" "Ecuador"
## [1585] "Philippines" "Philippines"
## [1587] "Philippines" "Madagascar"
## [1589] "Belize" "Peru"
## [1591] "Peru" "Venezuela"
## [1593] "Venezuela" "Sri Lanka"
## [1595] "Ecuador" "Cuba"
## [1597] "Madagascar" "Ecuador"
## [1599] "Vietnam" "Brazil"
## [1601] "Venezuela" "Cuba"
## [1603] "Madagascar" "Madagascar"
## [1605] "Nicaragua" "Dominican Republic"
## [1607] "Madagascar" "Peru"
## [1609] "Venezuela" "Costa Rica"
## [1611] "Dominican Republic" "Mexico"
## [1613] "Peru" "Colombia"
## [1615] "Papua New Guinea" "Vietnam"
## [1617] "Trinidad" "Suriname"
## [1619] "Belize" "Bolivia"
## [1621] "Mexico" "Dominican Republic"
## [1623] "West Africa" "Peru, Ecuador"
## [1625] " " " "
## [1627] "Ghana" "Peru"
## [1629] "Madagascar" "Peru"
## [1631] "Madagascar" "Ecuador, Mad., PNG"
## [1633] "Papua New Guinea" "Dominican Republic"
## [1635] "Ecuador" "Peru"
## [1637] "Ecuador" "Bolivia"
## [1639] "Madagascar" "Mexico"
## [1641] "Brazil" "Venezuela"
## [1643] "Bolivia" "Brazil"
## [1645] "Peru" "Belize"
## [1647] "Madagascar" "Ecuador"
## [1649] "Domincan Republic" "Guatemala"
## [1651] "Ecuador" "Madagascar"
## [1653] "Uganda" "Peru"
## [1655] "Congo" "Madagascar"
## [1657] "Ivory Coast" "Ghana"
## [1659] "Venezuela" "Ghana, Panama, Ecuador"
## [1661] "Peru" "Belize"
## [1663] "Ecuador" "Tobago"
## [1665] "Bolivia" "Venezuela"
## [1667] "Dominican Republic" "Dominican Republic"
## [1669] "Madagascar" "Domincan Republic"
## [1671] "Ecuador" "Madagascar"
## [1673] "Dominican Republic" "Bolivia"
## [1675] "Dominican Republic" "Peru"
## [1677] "Dominican Republic" "Nicaragua"
## [1679] "Dominican Republic" "Madagascar"
## [1681] "Tanzania" "Venezuela"
## [1683] "Peru" " "
## [1685] "Dominican Republic" "Venezuela"
## [1687] " " "Venezuela"
## [1689] "Dominican Republic" "Ecuador"
## [1691] "Ghana" "Venezuela, Carribean"
## [1693] "Venezuela" "Madagascar"
## [1695] " " "West Africa"
## [1697] "West Africa" "Venezuela"
## [1699] "Carribean" "South America"
## [1701] "Trinidad" "Venezuela"
## [1703] "Madagascar" "Ghana"
## [1705] "Ghana" "Madagascar"
## [1707] "Madagascar" "Madagascar"
## [1709] "Madagascar" "Madagascar"
## [1711] "Madagascar" "Bolivia"
## [1713] "Bolivia" "Dominican Republic"
## [1715] "Trinidad" "Ecuador"
## [1717] "Central and S. America" "Central and S. America"
## [1719] "Vietnam" "Peru"
## [1721] "Ecuador" "Ecuador"
## [1723] "Ecuador" "Ecuador"
## [1725] "Madagascar" "Belize"
## [1727] "Venezuela" "Peru"
## [1729] "Guatemala" "Peru"
## [1731] "Venezuela" "Domincan Republic"
## [1733] "Dominican Republic" "Peru"
## [1735] "Ghana" "Peru"
## [1737] "Peru" "Peru"
## [1739] "Peru" "Colombia"
## [1741] "Colombia" "Indonesia"
## [1743] "Madagascar" "Venezuela"
## [1745] "Indonesia" "Peru"
## [1747] "Venezuela" "Venezuela"
## [1749] "Bolivia" "Ghana"
## [1751] "Peru" "Ecuador"
## [1753] "Trinidad" "Ecuador"
## [1755] "Costa Rica" "Madagascar"
## [1757] "Venezuela" "Dominican Republic"
## [1759] "Dominican Republic" "Madagascar"
## [1761] "Dominican Republic" "Papua New Guinea"
## [1763] "Domincan Republic" "Madagascar"
## [1765] "Peru" "Belize"
## [1767] " " "Madagascar"
## [1769] "Ecuador" "Trinidad"
## [1771] "Tanzania" "Tanzania"
## [1773] "Trinidad" "Solomon Islands"
## [1775] " " "Bolivia"
## [1777] "Papua New Guinea" "Bolivia"
## [1779] " " "Panama"
## [1781] " " "Peru"
## [1783] "Peru" "Dominican Republic"
## [1785] "Ecuador" "Papua New Guinea"
## [1787] "Bolivia" "Dominican Republic"
## [1789] "Congo" " "
## [1791] "Peru" "Congo"
## [1793] "India" "India"
## [1795] "Brazil"subset(cacao, (Rating>=4) & (Company.Location %in% c("Italy","U.S.A.")))## Company...Maker.if.known.
## 55 Amano
## 57 Amano
## 77 Amedei
## 78 Amedei
## 79 Amedei
## 84 Amedei
## 87 Amedei
## 88 Amedei
## 108 Arete
## 109 Arete
## 118 Arete
## 153 Bar Au Chocolat
## 257 Brasstown aka It's Chocolate
## 358 Castronovo
## 567 Domori
## 573 Domori
## 574 Domori
## 601 Durci
## 687 Fresco
## 690 Fresco
## 691 Fresco
## 701 Fresco
## 720 Fruition
## 800 Heirloom Cacao Preservation (Zokoko)
## 883 Just Good Chocolate
## 919 L.A. Burdick (Felchlin)
## 1274 Patric
## 1277 Patric
## 1278 Patric
## 1378 Ritual
## 1394 Rogue
## 1428 Scharffen Berger
## 1433 Scharffen Berger
## 1757 Woodblock
## Specific.Bean.Origin.or.Bar.Name REF Review.Date
## 55 Morobe 725 2011
## 57 Guayas 470 2010
## 77 Porcelana 111 2007
## 78 Nine 111 2007
## 79 Chuao 111 2007
## 84 Madagascar 123 2007
## 87 Toscano Black 40 2006
## 88 Toscano Black 75 2006
## 108 Coto Brus, Terciopelo 1908 2016
## 109 Phantom 1924 2016
## 118 Chuno 1598 2015
## 153 Maranon Canyon 1295 2014
## 257 Chuao 1355 2014
## 358 Maya Mtn, Batch 454, Heirloom 1724 2016
## 567 Porcelana 111 2007
## 573 Ecuador 192 2007
## 574 Ocumare 67, Puertofino 192 2007
## 601 Corona Arriba 1630 2015
## 687 Bellavista Coop, #225, LR, MC, CG Exclusive 1149 2013
## 690 Sambirano Valley, #216, MR, LC 915 2012
## 691 Markham Valley, #220, MR, MC 927 2012
## 701 Chuao, #217, DR, MC 745 2011
## 720 Coto Brus, Heirloom, Batch 1 1780 2016
## 800 Wild Beni, Lower Rio Beni, Tranquilidad, 2015 1744 2016
## 883 Peru 1375 2014
## 919 Brazil 891 2012
## 1274 Madagascar 331 2009
## 1277 Madagascar 196 2007
## 1278 Piura, Choc. Garage Exclusive 1034 2013
## 1378 Sambirano 891 2012
## 1394 Silvestre, Batch 7, 2013 1081 2013
## 1428 San Juan de Cheni 959 2012
## 1433 Asante 336 2009
## 1757 Ocumare 741 2011
## Cocoa.Percent Company.Location Rating Bean.Type
## 55 70% U.S.A. 4
## 57 70% U.S.A. 4
## 77 70% Italy 4 Criollo (Porcelana)
## 78 75% Italy 4 Blend
## 79 70% Italy 5 Trinitario
## 84 70% Italy 4 Trinitario (85% Criollo)
## 87 70% Italy 5 Blend
## 88 66% Italy 4 Blend
## 108 70% U.S.A. 4
## 109 70% U.S.A. 4 Forastero (Nacional)
## 118 70% U.S.A. 4 Criollo, Trinitario
## 153 70% U.S.A. 4 Forastero (Nacional)
## 257 70% U.S.A. 4 Trinitario
## 358 72% U.S.A. 4 Trinitario
## 567 70% Italy 4 Criollo (Porcelana)
## 573 70% Italy 4 Forastero (Arriba)
## 574 70% Italy 4 Criollo (Ocumare 67)
## 601 70% U.S.A. 4
## 687 70% U.S.A. 4 Trinitario
## 690 74% U.S.A. 4 Trinitario
## 691 69% U.S.A. 4 Trinitario
## 701 70% U.S.A. 4 Trinitario
## 720 74% U.S.A. 4 Amazon mix
## 800 72% U.S.A. 4 Beniano
## 883 70% U.S.A. 4
## 919 70% U.S.A. 4
## 1274 75% U.S.A. 4 Trinitario
## 1277 70% U.S.A. 4 Trinitario
## 1278 67% U.S.A. 4
## 1378 75% U.S.A. 4 Trinitario
## 1394 75% U.S.A. 4
## 1428 78% U.S.A. 4
## 1433 65% U.S.A. 4 Forastero
## 1757 70% U.S.A. 4
## Broad.Bean.Origin
## 55 Papua New Guinea
## 57 Ecuador
## 77 Venezuela
## 78
## 79 Venezuela
## 84 Madagascar
## 87
## 88
## 108 Costa Rica
## 109 Peru
## 118 Nicaragua
## 153 Peru
## 257 Venezuela
## 358 Belize
## 567 Venezuela
## 573 Ecuador
## 574 Venezuela
## 601 Ecuador
## 687 Peru
## 690 Madagascar
## 691 Papua New Guinea
## 701 Venezuela
## 720 Costa Rica
## 800 Bolivia
## 883 Peru
## 919 Brazil
## 1274 Madagascar
## 1277 Madagascar
## 1278 Peru
## 1378 Madagascar
## 1394 Bolivia
## 1428 Peru
## 1433 Ghana
## 1757 Venezuela