data <- read.csv("C:\\Users\\SHREYA\\OneDrive\\Documents\\Gitstuff\\modified_dataset.csv")
options(repos = c(CRAN = "https://cran.rstudio.com"))
install.packages("ggplot2")
## Installing package into 'C:/Users/SHREYA/AppData/Local/R/win-library/4.3'
## (as 'lib' is unspecified)
## package 'ggplot2' successfully unpacked and MD5 sums checked
## 
## The downloaded binary packages are in
##  C:\Users\SHREYA\AppData\Local\Temp\RtmpqQcZHd\downloaded_packages
install.packages("ggplot2")
## Installing package into 'C:/Users/SHREYA/AppData/Local/R/win-library/4.3'
## (as 'lib' is unspecified)
## package 'ggplot2' successfully unpacked and MD5 sums checked
## 
## The downloaded binary packages are in
##  C:\Users\SHREYA\AppData\Local\Temp\RtmpqQcZHd\downloaded_packages
library(ggplot2)

Grouping categorical columns df1, df2, df3

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
# Group by 'company_location' and summarize 'rating'
grouped_df1 <- data %>%
  group_by(company_location) %>%
  summarize(mean_rating = mean(rating), count = n())
print(grouped_df1)
## # A tibble: 67 × 3
##    company_location mean_rating count
##    <chr>                  <dbl> <int>
##  1 Amsterdam               3.31    12
##  2 Argentina               3.31     9
##  3 Australia               3.36    53
##  4 Austria                 3.26    30
##  5 Belgium                 3.10    63
##  6 Bolivia                 3.25     2
##  7 Brazil                  3.28    25
##  8 Canada                  3.30   177
##  9 Chile                   3.75     2
## 10 Colombia                3.20    29
## # ℹ 57 more rows
# Group by 'cocoa_percent' and summarize 'rating'
grouped_df2 <- data %>%
  group_by(cocoa_percent) %>%
  summarize(mean_rating = mean(rating), count = n())
print(grouped_df2)
## # A tibble: 46 × 3
##    cocoa_percent mean_rating count
##            <dbl>       <dbl> <int>
##  1         0.42         2.75     1
##  2         0.46         2.75     1
##  3         0.5          3.75     1
##  4         0.53         2        1
##  5         0.55         2.86    16
##  6         0.56         3.25     2
##  7         0.57         2.75     1
##  8         0.58         3.12     8
##  9         0.6          3.01    46
## 10         0.605        2.75     1
## # ℹ 36 more rows
# Group by 'specific_bean_origin_or_bar_name' and summarize 'rating'
grouped_df3 <- data %>%
  group_by(specific_bean_origin_or_bar_name) %>%
  summarize(mean_rating = mean(rating), count = n())
print(grouped_df3)
## # A tibble: 1,605 × 3
##    specific_bean_origin_or_bar_name                        mean_rating count
##    <chr>                                                         <dbl> <int>
##  1 "\"Classic Dark\", Ecuador-Guatemala-Dom. Rep."                3.5      1
##  2 "\"Cocoa Nibs\", Hispaniola w/ nibs"                           3.75     1
##  3 "\"Peace of Wild Things\""                                     3        1
##  4 "\"Roasted Cocoa Nibs\", Latin America Blend, b.060321"        3        1
##  5 "\"heirloom\", Arriba Nacional"                                3.5      2
##  6 "100 percent"                                                  1.5      1
##  7 "2009 Hapa Nibby, Dominican Rep., Bali"                        3.75     1
##  8 "A case of the Xerces Blues, triple roast"                     3.5      1
##  9 "ABOCFA Coop"                                                  4        1
## 10 "ABOCFA, #260, LR-SC, batch 20-335"                            3.25     1
## # ℹ 1,595 more rows

Identifying lowest probability in each grouping

# Add a special tag to the lowest probability group in each dataframe
grouped_df1$group_tag <- ifelse(grouped_df1$count == min(grouped_df1$count), "Lowest Probability", "")
grouped_df2$group_tag <- ifelse(grouped_df2$count == min(grouped_df2$count), "Lowest Probability", "")
grouped_df3$group_tag <- ifelse(grouped_df3$count == min(grouped_df3$count), "Lowest Probability", "")
print(grouped_df1)
## # A tibble: 67 × 4
##    company_location mean_rating count group_tag
##    <chr>                  <dbl> <int> <chr>    
##  1 Amsterdam               3.31    12 ""       
##  2 Argentina               3.31     9 ""       
##  3 Australia               3.36    53 ""       
##  4 Austria                 3.26    30 ""       
##  5 Belgium                 3.10    63 ""       
##  6 Bolivia                 3.25     2 ""       
##  7 Brazil                  3.28    25 ""       
##  8 Canada                  3.30   177 ""       
##  9 Chile                   3.75     2 ""       
## 10 Colombia                3.20    29 ""       
## # ℹ 57 more rows
print(grouped_df2)
## # A tibble: 46 × 4
##    cocoa_percent mean_rating count group_tag           
##            <dbl>       <dbl> <int> <chr>               
##  1         0.42         2.75     1 "Lowest Probability"
##  2         0.46         2.75     1 "Lowest Probability"
##  3         0.5          3.75     1 "Lowest Probability"
##  4         0.53         2        1 "Lowest Probability"
##  5         0.55         2.86    16 ""                  
##  6         0.56         3.25     2 ""                  
##  7         0.57         2.75     1 "Lowest Probability"
##  8         0.58         3.12     8 ""                  
##  9         0.6          3.01    46 ""                  
## 10         0.605        2.75     1 "Lowest Probability"
## # ℹ 36 more rows
print(grouped_df3)
## # A tibble: 1,605 × 4
##    specific_bean_origin_or_bar_name                  mean_rating count group_tag
##    <chr>                                                   <dbl> <int> <chr>    
##  1 "\"Classic Dark\", Ecuador-Guatemala-Dom. Rep."          3.5      1 "Lowest …
##  2 "\"Cocoa Nibs\", Hispaniola w/ nibs"                     3.75     1 "Lowest …
##  3 "\"Peace of Wild Things\""                               3        1 "Lowest …
##  4 "\"Roasted Cocoa Nibs\", Latin America Blend, b.…        3        1 "Lowest …
##  5 "\"heirloom\", Arriba Nacional"                          3.5      2 ""       
##  6 "100 percent"                                            1.5      1 "Lowest …
##  7 "2009 Hapa Nibby, Dominican Rep., Bali"                  3.75     1 "Lowest …
##  8 "A case of the Xerces Blues, triple roast"               3.5      1 "Lowest …
##  9 "ABOCFA Coop"                                            4        1 "Lowest …
## 10 "ABOCFA, #260, LR-SC, batch 20-335"                      3.25     1 "Lowest …
## # ℹ 1,595 more rows

Assigning special tags to the lowest probability group

# Join the special tag back to the original dataframe
data_tagged <- data %>%
  left_join(grouped_df1 %>% select(company_location, group_tag), by = "company_location") %>%
  left_join(grouped_df2 %>% select(cocoa_percent, group_tag), by = "cocoa_percent") %>%
  left_join(grouped_df3 %>% select(specific_bean_origin_or_bar_name, group_tag), by = "specific_bean_origin_or_bar_name")
print(data_tagged)
##       ref                    company_manufacturer      company_location
## 1    2454                                    5150                U.S.A.
## 2    2458                                    5150                U.S.A.
## 3    2454                                    5150                U.S.A.
## 4    2542                                    5150                U.S.A.
## 5    2546                                    5150                U.S.A.
## 6    2546                                    5150                U.S.A.
## 7    2542                                    5150                U.S.A.
## 8     797                                A. Morin                France
## 9     797                                A. Morin                France
## 10   1011                                A. Morin                France
## 11   1015                                A. Morin                France
## 12   1011                                A. Morin                France
## 13   1015                                A. Morin                France
## 14   1011                                A. Morin                France
## 15   1015                                A. Morin                France
## 16   1019                                A. Morin                France
## 17   1019                                A. Morin                France
## 18   1011                                A. Morin                France
## 19   1015                                A. Morin                France
## 20   1019                                A. Morin                France
## 21   1315                                A. Morin                France
## 22   1315                                A. Morin                France
## 23   1315                                A. Morin                France
## 24   1319                                A. Morin                France
## 25   1319                                A. Morin                France
## 26   1676                                A. Morin                France
## 27   1676                                A. Morin                France
## 28   1680                                A. Morin                France
## 29   1704                                A. Morin                France
## 30   1876                                A. Morin                France
## 31   2206                                A. Morin                France
## 32   2206                                A. Morin                France
## 33   2648                                A. Morin                France
## 34   1462                                  Acalli                U.S.A.
## 35   1470                                  Acalli                U.S.A.
## 36   2462                                  Acalli                U.S.A.
## 37   2470                                  Acalli                U.S.A.
## 38    705           Adi aka Fijiana (Easy In Ltd)                  Fiji
## 39    705           Adi aka Fijiana (Easy In Ltd)                  Fiji
## 40    705           Adi aka Fijiana (Easy In Ltd)                  Fiji
## 41    705           Adi aka Fijiana (Easy In Ltd)                  Fiji
## 42   2438                                   Aelan               Vanuatu
## 43   2438                                   Aelan               Vanuatu
## 44   2442                                   Aelan               Vanuatu
## 45   2438                                   Aelan               Vanuatu
## 46    370                      Aequare (Gianduja)               Ecuador
## 47    370                      Aequare (Gianduja)               Ecuador
## 48    316                                Ah Cacao                Mexico
## 49    502                      Akesson's (Pralus)                  U.K.
## 50    508                      Akesson's (Pralus)                  U.K.
## 51    636                      Akesson's (Pralus)                  U.K.
## 52   1061                           Alain Ducasse                France
## 53   1173                           Alain Ducasse                France
## 54   1215                           Alain Ducasse                France
## 55   1215                           Alain Ducasse                France
## 56   1215                           Alain Ducasse                France
## 57   1992                           Alain Ducasse                France
## 58   1944                               Alexandre           Netherlands
## 59   1944                               Alexandre           Netherlands
## 60   1944                               Alexandre           Netherlands
## 61   1944                               Alexandre           Netherlands
## 62   1125                   Altus aka Cao Artisan                U.S.A.
## 63   1125                   Altus aka Cao Artisan                U.S.A.
## 64   1133                   Altus aka Cao Artisan                U.S.A.
## 65   1129                   Altus aka Cao Artisan                U.S.A.
## 66   1133                   Altus aka Cao Artisan                U.S.A.
## 67   1732                   Altus aka Cao Artisan                U.S.A.
## 68   1732                   Altus aka Cao Artisan                U.S.A.
## 69   1728                   Altus aka Cao Artisan                U.S.A.
## 70   1732                   Altus aka Cao Artisan                U.S.A.
## 71   1728                   Altus aka Cao Artisan                U.S.A.
## 72   2044                   Altus aka Cao Artisan                U.S.A.
## 73    147                                   Amano                U.S.A.
## 74    129                                   Amano                U.S.A.
## 75    175                                   Amano                U.S.A.
## 76    304                                   Amano                U.S.A.
## 77    363                                   Amano                U.S.A.
## 78    544                                   Amano                U.S.A.
## 79    470                                   Amano                U.S.A.
## 80    470                                   Amano                U.S.A.
## 81    725                                   Amano                U.S.A.
## 82    327                   Amatller (Simon Coll)                 Spain
## 83    464                   Amatller (Simon Coll)                 Spain
## 84    322                   Amatller (Simon Coll)                 Spain
## 85    464                   Amatller (Simon Coll)                 Spain
## 86   1964                           Amazing Cacao                Russia
## 87   1964                           Amazing Cacao                Russia
## 88   1145                                 Amazona                  Peru
## 89   1145                                 Amazona                  Peru
## 90   1494                                Ambrosia                Canada
## 91   1494                                Ambrosia                Canada
## 92   1498                                Ambrosia                Canada
## 93   1498                                Ambrosia                Canada
## 94   1498                                Ambrosia                Canada
## 95   1498                                Ambrosia                Canada
## 96     75                                  Amedei                 Italy
## 97    123                                  Amedei                 Italy
## 98    123                                  Amedei                 Italy
## 99    123                                  Amedei                 Italy
## 100   129                                  Amedei                 Italy
## 101   170                                  Amedei                 Italy
## 102   123                                  Amedei                 Italy
## 103   979                                  Amedei                 Italy
## 104  2088                                  Amedei                 Italy
## 105  2088                                  Amedei                 Italy
## 106  2092                                  Amedei                 Italy
## 107  2092                                  Amedei                 Italy
## 108  2434                                  Amedei                 Italy
## 109   572                                    AMMA                Brazil
## 110   572                                    AMMA                Brazil
## 111   572                                    AMMA                Brazil
## 112   572                                    AMMA                Brazil
## 113  1065                                    AMMA                Brazil
## 114  1259                                 Anahata                U.S.A.
## 115  1852                                  Animas                U.S.A.
## 116  2586                                  Animas                U.S.A.
## 117  2586                                  Animas                U.S.A.
## 118  1379                                     Ara                France
## 119  1379                                     Ara                France
## 120  1375                                     Ara                France
## 121  1379                                     Ara                France
## 122  1602                                   Arete                U.S.A.
## 123  1602                                   Arete                U.S.A.
## 124  1534                                   Arete                U.S.A.
## 125  1534                                   Arete                U.S.A.
## 126  1598                                   Arete                U.S.A.
## 127  1602                                   Arete                U.S.A.
## 128  1534                                   Arete                U.S.A.
## 129  1598                                   Arete                U.S.A.
## 130  1598                                   Arete                U.S.A.
## 131  1904                                   Arete                U.S.A.
## 132  1904                                   Arete                U.S.A.
## 133  1928                                   Arete                U.S.A.
## 134  1928                                   Arete                U.S.A.
## 135  1724                                   Arete                U.S.A.
## 136  1900                                   Arete                U.S.A.
## 137  1904                                   Arete                U.S.A.
## 138  1908                                   Arete                U.S.A.
## 139  1724                                   Arete                U.S.A.
## 140  1904                                   Arete                U.S.A.
## 141  1928                                   Arete                U.S.A.
## 142  1908                                   Arete                U.S.A.
## 143  1924                                   Arete                U.S.A.
## 144  2020                                   Arete                U.S.A.
## 145  2020                                   Arete                U.S.A.
## 146  2020                                   Arete                U.S.A.
## 147  2028                                   Arete                U.S.A.
## 148  2024                                   Arete                U.S.A.
## 149  2028                                   Arete                U.S.A.
## 150  2068                                   Arete                U.S.A.
## 151  2254                                   Arete                U.S.A.
## 152  2450                                   Arete                U.S.A.
## 153  2330                                   Arete                U.S.A.
## 154  2166                               Argencove             Nicaragua
## 155  2162                               Argencove             Nicaragua
## 156  2162                               Argencove             Nicaragua
## 157  2162                               Argencove             Nicaragua
## 158   300                     Artisan du Chocolat                  U.K.
## 159   363                     Artisan du Chocolat                  U.K.
## 160   355                     Artisan du Chocolat                  U.K.
## 161   355                     Artisan du Chocolat                  U.K.
## 162   363                     Artisan du Chocolat                  U.K.
## 163   363                     Artisan du Chocolat                  U.K.
## 164   363                     Artisan du Chocolat                  U.K.
## 165   486                     Artisan du Chocolat                  U.K.
## 166   600                     Artisan du Chocolat                  U.K.
## 167   600                     Artisan du Chocolat                  U.K.
## 168   600                     Artisan du Chocolat                  U.K.
## 169   531                     Artisan du Chocolat                  U.K.
## 170   745                     Artisan du Chocolat                  U.K.
## 171   729                     Artisan du Chocolat                  U.K.
## 172   947                     Artisan du Chocolat                  U.K.
## 173  1193                     Artisan du Chocolat                  U.K.
## 174  1181        Artisan du Chocolat (Casa Luker)                  U.K.
## 175  2562                                 Aruntam                 Italy
## 176  2562                                 Aruntam                 Italy
## 177  2566                                 Aruntam                 Italy
## 178   141                               Askinosie                U.S.A.
## 179   175                               Askinosie                U.S.A.
## 180   331                               Askinosie                U.S.A.
## 181   647                               Askinosie                U.S.A.
## 182   661                               Askinosie                U.S.A.
## 183  1780                               Askinosie                U.S.A.
## 184  2434                                  Atypic             Australia
## 185  2056                                    Auro           Philippines
## 186  2056                                    Auro           Philippines
## 187  2056                                    Auro           Philippines
## 188  2056                                    Auro           Philippines
## 189  2672                                  Avanaa                Canada
## 190  2672                                  Avanaa                Canada
## 191   999                             Bahen & Co.             Australia
## 192   999                             Bahen & Co.             Australia
## 193   995                             Bahen & Co.             Australia
## 194  1474                             Bahen & Co.             Australia
## 195  1474                             Bahen & Co.             Australia
## 196  2146                                  Baiani                Brazil
## 197  1454                                   Bakau                  Peru
## 198  1454                                   Bakau                  Peru
## 199  2290                                Bankston                U.S.A.
## 200  2294                                Bankston                U.S.A.
## 201  2294                                Bankston                U.S.A.
## 202   983                         Bar Au Chocolat                U.S.A.
## 203   983                         Bar Au Chocolat                U.S.A.
## 204   983                         Bar Au Chocolat                U.S.A.
## 205  1295                         Bar Au Chocolat                U.S.A.
## 206  1554                         Bar Au Chocolat                U.S.A.
## 207  1980                         Bar Au Chocolat                U.S.A.
## 208  1980                         Bar Au Chocolat                U.S.A.
## 209   955                             Baravelli's                 Wales
## 210  1880                                   Batch                U.S.A.
## 211  1840                                   Batch                U.S.A.
## 212  1868                                   Batch                U.S.A.
## 213  2374                                    Bean                  U.K.
## 214  1948                              Beau Cacao                  U.K.
## 215  1948                              Beau Cacao                  U.K.
## 216  1784                                 Beehive                U.S.A.
## 217  1784                                 Beehive                U.S.A.
## 218  1784                                 Beehive                U.S.A.
## 219  1788                                 Beehive                U.S.A.
## 220   586                               Belcolade               Belgium
## 221   586                               Belcolade               Belgium
## 222   586                               Belcolade               Belgium
## 223   586                               Belcolade               Belgium
## 224  1804                              Bellflower                U.S.A.
## 225  1800                              Bellflower                U.S.A.
## 226  1864                              Bellflower                U.S.A.
## 227  2190                                  Belvie               Vietnam
## 228  2648                                  Belvie               Vietnam
## 229  1768                                Belyzium               Germany
## 230  1768                                Belyzium               Germany
## 231  1768                                Belyzium               Germany
## 232  2246                                   Benns             Singapore
## 233  2246                                   Benns             Singapore
## 234  2246                                   Benns             Singapore
## 235   773                           Benoit Nihant               Belgium
## 236   757                           Benoit Nihant               Belgium
## 237  1141                           Benoit Nihant               Belgium
## 238  1141                           Benoit Nihant               Belgium
## 239  1141                           Benoit Nihant               Belgium
## 240  1141                           Benoit Nihant               Belgium
## 241   797                               Bernachon                France
## 242   508                      Beschle (Felchlin)           Switzerland
## 243   508                      Beschle (Felchlin)           Switzerland
## 244   508                      Beschle (Felchlin)           Switzerland
## 245   508                      Beschle (Felchlin)           Switzerland
## 246   636                      Beschle (Felchlin)           Switzerland
## 247   636                      Beschle (Felchlin)           Switzerland
## 248   636                      Beschle (Felchlin)           Switzerland
## 249   636                      Beschle (Felchlin)           Switzerland
## 250  1482                                   Bisou                U.S.A.
## 251  1486                                   Bisou                U.S.A.
## 252  1486                                   Bisou                U.S.A.
## 253  1486                                   Bisou                U.S.A.
## 254  2088                                Bitacora             Venezuela
## 255  2088                                Bitacora             Venezuela
## 256  2084                                Bitacora             Venezuela
## 257   233                     Bittersweet Origins                U.S.A.
## 258   256                     Bittersweet Origins                U.S.A.
## 259   233                     Bittersweet Origins                U.S.A.
## 260   233                     Bittersweet Origins                U.S.A.
## 261   414                     Bittersweet Origins                U.S.A.
## 262   423                     Bittersweet Origins                U.S.A.
## 263   414                     Bittersweet Origins                U.S.A.
## 264   431                     Bittersweet Origins                U.S.A.
## 265   558                     Bittersweet Origins                U.S.A.
## 266   565                     Bittersweet Origins                U.S.A.
## 267   565                     Bittersweet Origins                U.S.A.
## 268   478                     Bittersweet Origins                U.S.A.
## 269   502                     Bittersweet Origins                U.S.A.
## 270   963                     Bittersweet Origins                U.S.A.
## 271  2108                                   Bixby                U.S.A.
## 272  2114                                   Bixby                U.S.A.
## 273  2114                                   Bixby                U.S.A.
## 274  2422                                   Bixby                U.S.A.
## 275   256                          Black Mountain                U.S.A.
## 276   256                          Black Mountain                U.S.A.
## 277   256                          Black Mountain                U.S.A.
## 278  2574                          Black Mountain                U.S.A.
## 279  1331                  Black River (A. Morin)                  U.K.
## 280  2590                             Black Sheep                U.S.A.
## 281  2590                             Black Sheep                U.S.A.
## 282   322                                Blanxart                 Spain
## 283  1046                                Blanxart                 Spain
## 284   911                            Blue Bandana                U.S.A.
## 285   911                            Blue Bandana                U.S.A.
## 286  1752                            Blue Bandana                U.S.A.
## 287  1756                            Blue Bandana                U.S.A.
## 288  1740                            Blue Bandana                U.S.A.
## 289  1752                            Blue Bandana                U.S.A.
## 290  1996                                    Boho                U.S.A.
## 291  2290                               Bonaterra              Malaysia
## 292  2290                               Bonaterra              Malaysia
## 293  2290                               Bonaterra              Malaysia
## 294    81                                  Bonnat                France
## 295    81                                  Bonnat                France
## 296    24                                  Bonnat                France
## 297    32                                  Bonnat                France
## 298    75                                  Bonnat                France
## 299    48                                  Bonnat                France
## 300    81                                  Bonnat                France
## 301   123                                  Bonnat                France
## 302   199                                  Bonnat                France
## 303   336                                  Bonnat                France
## 304   331                                  Bonnat                France
## 305   336                                  Bonnat                France
## 306   395                                  Bonnat                France
## 307   761                                  Bonnat                France
## 308   629                                  Bonnat                France
## 309   629                                  Bonnat                France
## 310   629                                  Bonnat                France
## 311   672                                  Bonnat                France
## 312   629                                  Bonnat                France
## 313   629                                  Bonnat                France
## 314   629                                  Bonnat                France
## 315  1042                                  Bonnat                France
## 316  1038                                  Bonnat                France
## 317  1418                                  Bonnat                France
## 318  1418                                  Bonnat                France
## 319  1339                                  Bonnat                France
## 320  1912                                  Bonnat                France
## 321  2246                                  Bonnat                France
## 322  2250                                  Bonnat                France
## 323  2554                                  Bonnat                France
## 324   341                  Bouga Cacao (Tulicorp)               Ecuador
## 325   316                  Bouga Cacao (Tulicorp)               Ecuador
## 326  1267                              Bowler Man                U.S.A.
## 327  1271                              Bowler Man                U.S.A.
## 328  2254                               Brasstown                U.S.A.
## 329  2194                               Brasstown                U.S.A.
## 330  2096                               Brasstown                U.S.A.
## 331  2542                               Brasstown                U.S.A.
## 332  1125            Brasstown aka It's Chocolate                U.S.A.
## 333  1125            Brasstown aka It's Chocolate                U.S.A.
## 334  1129            Brasstown aka It's Chocolate                U.S.A.
## 335  1129            Brasstown aka It's Chocolate                U.S.A.
## 336  1255            Brasstown aka It's Chocolate                U.S.A.
## 337  1355            Brasstown aka It's Chocolate                U.S.A.
## 338  1462            Brasstown aka It's Chocolate                U.S.A.
## 339  1868            Brasstown aka It's Chocolate                U.S.A.
## 340  1868            Brasstown aka It's Chocolate                U.S.A.
## 341  1980            Brasstown aka It's Chocolate                U.S.A.
## 342  1984            Brasstown aka It's Chocolate                U.S.A.
## 343  1518                                  Brazen                U.S.A.
## 344  1514                                  Brazen                U.S.A.
## 345  1514                                  Brazen                U.S.A.
## 346  1518                                  Brazen                U.S.A.
## 347  1518                                  Brazen                U.S.A.
## 348  1514                                  Brazen                U.S.A.
## 349  1149                             Breeze Mill                U.S.A.
## 350  1235                                  Bright             Australia
## 351  1231                                  Bright             Australia
## 352  1231                                  Bright             Australia
## 353  1231                                  Bright             Australia
## 354  1638                                Britarev                Russia
## 355  1181                    Bronx Grrl Chocolate                U.S.A.
## 356  2052                                 Bullion                  U.K.
## 357  2052                                 Bullion                  U.K.
## 358  1323                         Burnt Fork Bend                U.S.A.
## 359  1299                         Burnt Fork Bend                U.S.A.
## 360  1303                         Burnt Fork Bend                U.S.A.
## 361  1303                         Burnt Fork Bend                U.S.A.
## 362  1299                         Burnt Fork Bend                U.S.A.
## 363  2314                                By Cacao           South Korea
## 364  2274                             Cacai Cacao                Taiwan
## 365  2274                             Cacai Cacao                Taiwan
## 366  2330                                Cacao 70                Canada
## 367  2266                                Cacao 70                Canada
## 368  2266                                Cacao 70                Canada
## 369  1606                           Cacao Arabuco           Puerto Rico
## 370   600                           Cacao Atlanta                U.S.A.
## 371   502                           Cacao Atlanta                U.S.A.
## 372   502                           Cacao Atlanta                U.S.A.
## 373  1215                           Cacao Atlanta                U.S.A.
## 374   141                             Cacao Barry                France
## 375   147                             Cacao Barry                France
## 376   300                             Cacao Barry                France
## 377   586                             Cacao Barry                France
## 378  1716                             Cacao Barry                France
## 379  2226                           Cacao Betulia           Switzerland
## 380  2230                           Cacao Betulia           Switzerland
## 381  2226                           Cacao Betulia           Switzerland
## 382  1391                         Cacao de Origen             Venezuela
## 383  1391                         Cacao de Origen             Venezuela
## 384  1391                         Cacao de Origen             Venezuela
## 385  1395                         Cacao de Origen             Venezuela
## 386  1668                         Cacao de Origen             Venezuela
## 387  1692                         Cacao de Origen             Venezuela
## 388  1688                         Cacao de Origen             Venezuela
## 389  2238                         Cacao de Origen             Venezuela
## 390  2278                         Cacao de Origen             Venezuela
## 391  2278                         Cacao de Origen             Venezuela
## 392  2076                          Cacao Gonzales                U.S.A.
## 393  1434                           Cacao Hunters              Colombia
## 394  1434                           Cacao Hunters              Colombia
## 395  1430                           Cacao Hunters              Colombia
## 396  1430                           Cacao Hunters              Colombia
## 397  1662                           Cacao Hunters              Colombia
## 398  1816                           Cacao Hunters              Colombia
## 399  1816                           Cacao Hunters              Colombia
## 400  1860                            Cacao Market                U.S.A.
## 401   641                            Cacao Prieto                U.S.A.
## 402   647                            Cacao Prieto                U.S.A.
## 403   641                            Cacao Prieto                U.S.A.
## 404   991                            Cacao Prieto                U.S.A.
## 405   336                           Cacao Sampaka                 Spain
## 406   346                           Cacao Sampaka                 Spain
## 407   537                           Cacao Sampaka                 Spain
## 408   508                           Cacao Sampaka                 Spain
## 409   537                           Cacao Sampaka                 Spain
## 410   537                           Cacao Sampaka                 Spain
## 411   523                           Cacao Sampaka                 Spain
## 412   523                           Cacao Sampaka                 Spain
## 413  1908                           Cacao Sampaka                 Spain
## 414  2510       Cacao Santa Fe (Art of Chocolate)                U.S.A.
## 415  2510       Cacao Santa Fe (Art of Chocolate)                U.S.A.
## 416  2510       Cacao Santa Fe (Art of Chocolate)                U.S.A.
## 417  1684                             Cacao Store                 Japan
## 418  1684                             Cacao Store                 Japan
## 419  1684                             Cacao Store                 Japan
## 420  2084                               Cacaodada           South Korea
## 421  2084                               Cacaodada           South Korea
## 422  2084                               Cacaodada           South Korea
## 423  2610                               Cacaosuyo                  Peru
## 424  2614                               Cacaosuyo                  Peru
## 425  2614                               Cacaosuyo                  Peru
## 426  2610                               Cacaosuyo                  Peru
## 427   259                 Cacaoyere (Ecuatoriana)               Ecuador
## 428   245                 Cacaoyere (Ecuatoriana)               Ecuador
## 429   237                 Cacaoyere (Ecuatoriana)               Ecuador
## 430   237                 Cacaoyere (Ecuatoriana)               Ecuador
## 431   141                               Callebaut               Belgium
## 432   296                               Callebaut               Belgium
## 433   749                                 C-Amaro                 Italy
## 434   765                                 C-Amaro                 Italy
## 435   809                                 C-Amaro                 Italy
## 436  1185                                 C-Amaro                 Italy
## 437  1442                                 C-Amaro                 Italy
## 438  1442                                 C-Amaro                 Italy
## 439  1442                                 C-Amaro                 Italy
## 440  1804                                     Cao                U.S.A.
## 441  1804                                     Cao                U.S.A.
## 442  1804                                     Cao                U.S.A.
## 443  1808                                     Cao                U.S.A.
## 444  1808                                     Cao                U.S.A.
## 445  2558                                Caofiori              Colombia
## 446  2558                                Caofiori              Colombia
## 447  2558                                Caofiori              Colombia
## 448  2558                                Caofiori              Colombia
## 449   237                        Caoni (Tulicorp)               Ecuador
## 450   237                        Caoni (Tulicorp)               Ecuador
## 451   245                        Caoni (Tulicorp)               Ecuador
## 452   266                        Caoni (Tulicorp)               Ecuador
## 453   269                        Caoni (Tulicorp)               Ecuador
## 454   269                        Caoni (Tulicorp)               Ecuador
## 455  1263                       Captain Pembleton           New Zealand
## 456  1263                       Captain Pembleton           New Zealand
## 457  2626                             CAR Artisan                U.S.A.
## 458  2626                             CAR Artisan                U.S.A.
## 459  2630                             CAR Artisan                U.S.A.
## 460  2630                             CAR Artisan                U.S.A.
## 461   845                               Caribeans            Costa Rica
## 462   841                               Caribeans            Costa Rica
## 463  1586                               Caribeans            Costa Rica
## 464  1582                               Caribeans            Costa Rica
## 465  1586                               Caribeans            Costa Rica
## 466  1884                       Carlotta Chocolat              Colombia
## 467  1888                       Carlotta Chocolat              Colombia
## 468  1888                       Carlotta Chocolat              Colombia
## 469  1888                       Carlotta Chocolat              Colombia
## 470  1888                       Carlotta Chocolat              Colombia
## 471  2154                                    Casa                U.S.A.
## 472  2394                         Casa Lasevicius                Brazil
## 473  2402                         Casa Lasevicius                Brazil
## 474  1105                              Castronovo                U.S.A.
## 475  1153                              Castronovo                U.S.A.
## 476  1101                              Castronovo                U.S.A.
## 477  1153                              Castronovo                U.S.A.
## 478  1105                              Castronovo                U.S.A.
## 479  1109                              Castronovo                U.S.A.
## 480  1101                              Castronovo                U.S.A.
## 481  1407                              Castronovo                U.S.A.
## 482  1347                              Castronovo                U.S.A.
## 483  1371                              Castronovo                U.S.A.
## 484  1570                              Castronovo                U.S.A.
## 485  1574                              Castronovo                U.S.A.
## 486  1570                              Castronovo                U.S.A.
## 487  1724                              Castronovo                U.S.A.
## 488  1956                              Castronovo                U.S.A.
## 489  2354                              Castronovo                U.S.A.
## 490  2314                              Castronovo                U.S.A.
## 491  2554                              Castronovo                U.S.A.
## 492  2688                              Castronovo                U.S.A.
## 493  1247                                   Cello                U.S.A.
## 494  1247                                   Cello                U.S.A.
## 495  1251                                   Cello                U.S.A.
## 496  1251                                   Cello                U.S.A.
## 497   404                                   Cemoi                France
## 498  1426                               Chaleur B                Canada
## 499  2672                               Chaleur B                Canada
## 500  2676                               Chaleur B                Canada
## 501  2676                               Chaleur B                Canada
## 502  2028                                  Chapon                France
## 503  2238                                  Chapon                France
## 504  1900                            Charm School                U.S.A.
## 505   252                  Chchukululu (Tulicorp)               Ecuador
## 506   486                  Chchukululu (Tulicorp)               Ecuador
## 507  1235                             Chequessett                U.S.A.
## 508  2202                             Chequessett                U.S.A.
## 509  2422                             Chequessett                U.S.A.
## 510  2668                             Chequessett                U.S.A.
## 511  2668                             Chequessett                U.S.A.
## 512   672                          Chloe Chocolat                France
## 513  1454                               Chocablog                  U.K.
## 514  1407                           Choco Del Sol               Germany
## 515  1407                           Choco Del Sol               Germany
## 516  1696                              Choco Dong           South Korea
## 517  1696                              Choco Dong           South Korea
## 518  2298                       Chococard (Lapos)               Hungary
## 519  2298                       Chococard (Lapos)               Hungary
## 520  1482                             Chocolarder                  U.K.
## 521  1514                             Chocolarder                  U.K.
## 522  1482                             Chocolarder                  U.K.
## 523  2442                             Chocolarder                  U.K.
## 524   647                              Chocola'te                U.S.A.
## 525   647                              Chocola'te                U.S.A.
## 526  1772              Chocolate Alchemist-Philly                U.S.A.
## 527  1772              Chocolate Alchemist-Philly                U.S.A.
## 528  1760                      Chocolate Con Amor                U.S.A.
## 529  1760                      Chocolate Con Amor                U.S.A.
## 530  1768                      Chocolate Con Amor                U.S.A.
## 531  1764                      Chocolate Con Amor                U.S.A.
## 532  1764                      Chocolate Con Amor                U.S.A.
## 533  1764                      Chocolate Con Amor                U.S.A.
## 534  1764                      Chocolate Con Amor                U.S.A.
## 535  1259                    Chocolate Conspiracy                U.S.A.
## 536  1530                        Chocolate Makers             Amsterdam
## 537  1530                        Chocolate Makers             Amsterdam
## 538  1530                        Chocolate Makers             Amsterdam
## 539   919                          Chocolate Tree              Scotland
## 540   919                          Chocolate Tree              Scotland
## 541   919                          Chocolate Tree              Scotland
## 542  1121                          Chocolate Tree              Scotland
## 543  1582                          Chocolate Tree              Scotland
## 544  1582                          Chocolate Tree              Scotland
## 545  2700                          Chocolate Tree              Scotland
## 546  2134      Chocolates by Josh (Box Chocolate)                U.S.A.
## 547  2294                              Chocolatoa               Belgium
## 548  1219                     Chocolats Privilege                Canada
## 549  2080                            Chocolibrium                U.S.A.
## 550  2080                            Chocolibrium                U.S.A.
## 551  2080                            Chocolibrium                U.S.A.
## 552  1454                               ChocoReko                 Japan
## 553   682                                Chocosol                Canada
## 554  1832                                Chocosol                Canada
## 555  2594                            Chocotenango                U.S.A.
## 556  2598                            Chocotenango                U.S.A.
## 557  2594                            Chocotenango                U.S.A.
## 558   117                                Chocovic                 Spain
## 559   117                                Chocovic                 Spain
## 560   117                                Chocovic                 Spain
## 561   209                                Chocovic                 Spain
## 562   439                                Chocovic                 Spain
## 563   439                                Chocovic                 Spain
## 564   478                                Chocovic                 Spain
## 565   478                                Chocovic                 Spain
## 566  1522                               Chocovivo                U.S.A.
## 567  1522                               Chocovivo                U.S.A.
## 568   377                                 Choklat                Canada
## 569   377                                 Choklat                Canada
## 570   377                                 Choklat                Canada
## 571   377                                 Choklat                Canada
## 572   377                                 Choklat                Canada
## 573  2534                                 Chokola                U.S.A.
## 574  2514                                 Chokola                U.S.A.
## 575  2534                                 Chokola                U.S.A.
## 576  2514                                 Chokola                U.S.A.
## 577  2638                                 Chokola                U.S.A.
## 578  2638                                 Chokola                U.S.A.
## 579  1149                  Chokolat Elot (Girard)            Martinique
## 580  2250                        Christophe Toury                U.S.A.
## 581  2226                       Christopher Elbow                U.S.A.
## 582  2314                       Christopher Elbow                U.S.A.
## 583  2310                       Christopher Elbow                U.S.A.
## 584  2310                       Christopher Elbow                U.S.A.
## 585  2310                       Christopher Elbow                U.S.A.
## 586  2306                       Christopher Elbow                U.S.A.
## 587  2310                       Christopher Elbow                U.S.A.
## 588   666            Christopher Morel (Felchlin)                Canada
## 589   445                       Chuao Chocolatier                U.S.A.
## 590   486              Chuao Chocolatier (Pralus)                U.S.A.
## 591   252                         Claudio Corallo              Sao Tome
## 592   209                         Claudio Corallo              Sao Tome
## 593   227                         Claudio Corallo              Sao Tome
## 594   470                         Claudio Corallo              Sao Tome
## 595  2630             Cleveland Chocolate Company                U.S.A.
## 596  2630             Cleveland Chocolate Company                U.S.A.
## 597  1486                             Cloudforest                U.S.A.
## 598  2474                                    Coco                Canada
## 599  2402                             Cocoa Carib             St. Lucia
## 600  2606                             Cocoa Forge                U.S.A.
## 601  2606                             Cocoa Forge                U.S.A.
## 602  2606                             Cocoa Forge                U.S.A.
## 603   292         Compania de Chocolate (Salgado)             Argentina
## 604   296         Compania de Chocolate (Salgado)             Argentina
## 605   292         Compania de Chocolate (Salgado)             Argentina
## 606   292         Compania de Chocolate (Salgado)             Argentina
## 607   579         Compania de Chocolate (Salgado)             Argentina
## 608  1630                                  Condor                U.S.A.
## 609  1916                              Confluence                U.S.A.
## 610  2688                                 Conjure                U.S.A.
## 611  2688                                 Conjure                U.S.A.
## 612  2684                                 Conjure                U.S.A.
## 613  2688                                 Conjure                U.S.A.
## 614   196                               Coppeneur               Germany
## 615   220                               Coppeneur               Germany
## 616   220                               Coppeneur               Germany
## 617   341                               Coppeneur               Germany
## 618   445                               Coppeneur               Germany
## 619   451                               Coppeneur               Germany
## 620   451                               Coppeneur               Germany
## 621   558                               Coppeneur               Germany
## 622   478                               Coppeneur               Germany
## 623   558                               Coppeneur               Germany
## 624   470                               Coppeneur               Germany
## 625   558                               Coppeneur               Germany
## 626   558                               Coppeneur               Germany
## 627   817                               Coppeneur               Germany
## 628   813                               Coppeneur               Germany
## 629   959                               Coppeneur               Germany
## 630   821                               Coppeneur               Germany
## 631  1169                               Coppeneur               Germany
## 632  1984                               Coppeneur               Germany
## 633    48                      Cote d' Or (Kraft)               Belgium
## 634   971                                  Cravve             Australia
## 635   975                                  Cravve             Australia
## 636   975                                  Cravve             Australia
## 637   975                                  Cravve             Australia
## 638   975                                  Cravve             Australia
## 639  1283                                  Cravve             Australia
## 640  1335                                  Cravve             Australia
## 641  1736                                    Creo                U.S.A.
## 642  1736                                    Creo                U.S.A.
## 643  2466                           Crow and Moss                U.S.A.
## 644  2466                           Crow and Moss                U.S.A.
## 645  2502                           Crow and Moss                U.S.A.
## 646  2466                           Crow and Moss                U.S.A.
## 647  2656                           Crow and Moss                U.S.A.
## 648  2526                                 Cultura                U.S.A.
## 649  2522                                 Cultura                U.S.A.
## 650  2522                                 Cultura                U.S.A.
## 651  2526                                 Cultura                U.S.A.
## 652  2622                          Cuna de Piedra                Mexico
## 653   785                                Daintree             Australia
## 654  1654                                Daintree             Australia
## 655  1928                                Dalloway                U.S.A.
## 656  1666                                  Damson                  U.K.
## 657  1666                                  Damson                  U.K.
## 658  1610                                  Damson                  U.K.
## 659  1610                                  Damson                  U.K.
## 660  2064                                  Damson                  U.K.
## 661  2574                            Dancing Lion                U.S.A.
## 662  2574                            Dancing Lion                U.S.A.
## 663  2574                            Dancing Lion                U.S.A.
## 664   805                               Dandelion                U.S.A.
## 665   805                               Dandelion                U.S.A.
## 666   915                               Dandelion                U.S.A.
## 667  1026                               Dandelion                U.S.A.
## 668  1026                               Dandelion                U.S.A.
## 669  1085                               Dandelion                U.S.A.
## 670  1153                               Dandelion                U.S.A.
## 671  1303                               Dandelion                U.S.A.
## 672  1219                               Dandelion                U.S.A.
## 673  1295                               Dandelion                U.S.A.
## 674  1387                               Dandelion                U.S.A.
## 675  1446                               Dandelion                U.S.A.
## 676  1816                               Dandelion                U.S.A.
## 677  2024                               Dandelion                U.S.A.
## 678  2178                               Dandelion                U.S.A.
## 679  2178                               Dandelion                U.S.A.
## 680  2178                               Dandelion                U.S.A.
## 681  2386                               Dandelion                U.S.A.
## 682  2602                               Dandelion                U.S.A.
## 683  2602                               Dandelion                U.S.A.
## 684  2550                               Dandelion                U.S.A.
## 685  2602                               Dandelion                U.S.A.
## 686  2546                               Dandelion                U.S.A.
## 687  2550                               Dandelion                U.S.A.
## 688  2546                               Dandelion                U.S.A.
## 689   654              Dandelion (aka Brower Ave)                U.S.A.
## 690   654              Dandelion (aka Brower Ave)                U.S.A.
## 691   654              Dandelion (aka Brower Ave)                U.S.A.
## 692  2550                       Dandelion (Japan)                U.S.A.
## 693   423                                   Danta             Guatemala
## 694   423                                   Danta             Guatemala
## 695   661                                   Danta             Guatemala
## 696   987                                   Danta             Guatemala
## 697   991                                   Danta             Guatemala
## 698   987                                   Danta             Guatemala
## 699   987                                   Danta             Guatemala
## 700   987                                   Danta             Guatemala
## 701  1223                                   Danta             Guatemala
## 702  1920                                     DAR                U.S.A.
## 703  1920                                     DAR                U.S.A.
## 704  1920                                     DAR                U.S.A.
## 705  2342                                  Darcis               Belgium
## 706  2342                                  Darcis               Belgium
## 707  1550                             Dark Forest                U.S.A.
## 708  1554                             Dark Forest                U.S.A.
## 709  1550                             Dark Forest                U.S.A.
## 710  1554                             Dark Forest                U.S.A.
## 711  1708                             Dark Forest                U.S.A.
## 712   907                                   Davis                U.S.A.
## 713  1093                                   Davis                U.S.A.
## 714  1093                                   Davis                U.S.A.
## 715  1093                                   Davis                U.S.A.
## 716  1462                               De Mendes                Brazil
## 717  1462                               De Mendes                Brazil
## 718  1832                             De Villiers          South Africa
## 719  1832                             De Villiers          South Africa
## 720   170             Dean and Deluca (Belcolade)                U.S.A.
## 721   175             Dean and Deluca (Belcolade)                U.S.A.
## 722   175             Dean and Deluca (Belcolade)                U.S.A.
## 723   175             Dean and Deluca (Belcolade)                U.S.A.
## 724   180             Dean and Deluca (Belcolade)                U.S.A.
## 725   180             Dean and Deluca (Belcolade)                U.S.A.
## 726   263      Debauve & Gallais (Michel Cluizel)                France
## 727   423      Debauve & Gallais (Michel Cluizel)                France
## 728  2222                                Definite    Dominican Republic
## 729  2222                                Definite    Dominican Republic
## 730  2222                                Definite    Dominican Republic
## 731  1916                               Desbarres                Canada
## 732  2422                               Desbarres                Canada
## 733   166                                 DeVries                U.S.A.
## 734   166                                 DeVries                U.S.A.
## 735   241                                 DeVries                U.S.A.
## 736   661                             Dick Taylor                U.S.A.
## 737   682                             Dick Taylor                U.S.A.
## 738   769                             Dick Taylor                U.S.A.
## 739   769                             Dick Taylor                U.S.A.
## 740   895                             Dick Taylor                U.S.A.
## 741  1034                             Dick Taylor                U.S.A.
## 742  1193                             Dick Taylor                U.S.A.
## 743  1235                             Dick Taylor                U.S.A.
## 744  1634                             Dick Taylor                U.S.A.
## 745  1864                             Dick Taylor                U.S.A.
## 746  1952                             Dick Taylor                U.S.A.
## 747  1972                             Dick Taylor                U.S.A.
## 748  2016                             Dick Taylor                U.S.A.
## 749  2258                             Dick Taylor                U.S.A.
## 750  2434                             Dick Taylor                U.S.A.
## 751  2270                             Dick Taylor                U.S.A.
## 752  2466                             Dick Taylor                U.S.A.
## 753  2554                             Dick Taylor                U.S.A.
## 754  2656                             Dick Taylor                U.S.A.
## 755  2406                               Diogo Vaz   Sao Tome & Principe
## 756  2402                               Diogo Vaz   Sao Tome & Principe
## 757  2402                               Diogo Vaz   Sao Tome & Principe
## 758  2406                               Diogo Vaz   Sao Tome & Principe
## 759  1371                         Doble & Bignall                  U.K.
## 760  1371                         Doble & Bignall                  U.K.
## 761  1407                         Doble & Bignall                  U.K.
## 762  1688                         Doble & Bignall                  U.K.
## 763   311                         Dole (Guittard)                U.S.A.
## 764    63                      Dolfin (Belcolade)               Belgium
## 765   304                      Dolfin (Belcolade)               Belgium
## 766    87                                  Domori                 Italy
## 767    87                                  Domori                 Italy
## 768    87                                  Domori                 Italy
## 769   129                                  Domori                 Italy
## 770   135                                  Domori                 Italy
## 771   135                                  Domori                 Italy
## 772   192                                  Domori                 Italy
## 773   192                                  Domori                 Italy
## 774   111                                  Domori                 Italy
## 775   192                                  Domori                 Italy
## 776   192                                  Domori                 Italy
## 777   227                                  Domori                 Italy
## 778   272                                  Domori                 Italy
## 779   272                                  Domori                 Italy
## 780   272                                  Domori                 Italy
## 781   470                                  Domori                 Italy
## 782   693                                  Domori                 Italy
## 783   863                                  Domori                 Italy
## 784   863                                  Domori                 Italy
## 785  1109                                  Domori                 Italy
## 786  1672                                  Domori                 Italy
## 787  1672                                  Domori                 Italy
## 788  2040                                  Domori                 Italy
## 789  1672                                Dormouse                  U.K.
## 790  1676                                Dormouse                  U.K.
## 791  1676                                Dormouse                  U.K.
## 792  1880                                Dormouse                  U.K.
## 793  2052                                Dormouse                  U.K.
## 794  2052                                Dormouse                  U.K.
## 795  2096                                Dormouse                  U.K.
## 796  2696                                Dormouse                  U.K.
## 797  2390                           Double Spiral                U.S.A.
## 798  2390                           Double Spiral                U.S.A.
## 799  2390                           Double Spiral                U.S.A.
## 800   523                                 Duffy's                  U.K.
## 801   516                                 Duffy's                  U.K.
## 802   516                                 Duffy's                  U.K.
## 803   523                                 Duffy's                  U.K.
## 804   697                                 Duffy's                  U.K.
## 805   697                                 Duffy's                  U.K.
## 806   661                                 Duffy's                  U.K.
## 807   765                                 Duffy's                  U.K.
## 808   623                                 Duffy's                  U.K.
## 809   923                                 Duffy's                  U.K.
## 810  1331                                 Duffy's                  U.K.
## 811  1331                                 Duffy's                  U.K.
## 812  1662                                 Duffy's                  U.K.
## 813  1964                                 Duffy's                  U.K.
## 814  2100                                 Duffy's                  U.K.
## 815  2366                                 Duffy's                  U.K.
## 816  2648                                 Duffy's                  U.K.
## 817  1506                                Dulcinea                U.S.A.
## 818   841                                  Durand                France
## 819  1630                                   Durci                U.S.A.
## 820  1630                                   Durci                U.S.A.
## 821  1626                                   Durci                U.S.A.
## 822  1626                                   Durci                U.S.A.
## 823  1630                                   Durci                U.S.A.
## 824  2040                                   Durci                U.S.A.
## 825  1343                       East Van Roasters                Canada
## 826  1343                       East Van Roasters                Canada
## 827  1343                       East Van Roasters                Canada
## 828  1812                             Eau de Rose                Canada
## 829  1812                             Eau de Rose                Canada
## 830   919                        Eclat (Felchlin)                U.S.A.
## 831  2358                        Eclat (Fruition)                U.S.A.
## 832  1876                                Edelmond               Germany
## 833  2534                                 El Buen                U.S.A.
## 834  2534                                 El Buen                U.S.A.
## 835   252                                El Ceibo               Bolivia
## 836   709                                El Ceibo               Bolivia
## 837    32                                  El Rey             Venezuela
## 838   206                                  El Rey             Venezuela
## 839   206                                  El Rey             Venezuela
## 840   206                                  El Rey             Venezuela
## 841   439                                  El Rey             Venezuela
## 842   439                                  El Rey             Venezuela
## 843  1662                                  El Rey             Venezuela
## 844  2382                                  Eldora                U.S.A.
## 845  1137                          Emerald Estate             St. Lucia
## 846  1137                          Emerald Estate             St. Lucia
## 847  1450                                 Emily's                 Japan
## 848  1454                                 Emily's                 Japan
## 849  2114                               Encuentro                France
## 850  2108                               Encuentro                France
## 851  2108                               Encuentro                France
## 852  2118                               Encuentro                France
## 853  1916                                    ENNA                U.S.A.
## 854  2198                                    ENNA                U.S.A.
## 855  2350                                    ENNA                U.S.A.
## 856  2350                                    ENNA                U.S.A.
## 857  2350                                    ENNA                U.S.A.
## 858   565          Enric Rovira (Claudio Corallo)                 Spain
## 859  1209                      Erithaj (A. Morin)                France
## 860  1205                      Erithaj (A. Morin)                France
## 861  1209                      Erithaj (A. Morin)                France
## 862   252                                  Escazu                U.S.A.
## 863   414                                  Escazu                U.S.A.
## 864   431                                  Escazu                U.S.A.
## 865   423                                  Escazu                U.S.A.
## 866   903                                  Escazu                U.S.A.
## 867  2570                                  Escazu                U.S.A.
## 868  2570                                  Escazu                U.S.A.
## 869   666                  Ethel's Artisan (Mars)                U.S.A.
## 870   666                  Ethel's Artisan (Mars)                U.S.A.
## 871   666                  Ethel's Artisan (Mars)                U.S.A.
## 872   672                  Ethel's Artisan (Mars)                U.S.A.
## 873   666                  Ethel's Artisan (Mars)                U.S.A.
## 874  1275                                Ethereal                U.S.A.
## 875  1275                                Ethereal                U.S.A.
## 876  1275                                Ethereal                U.S.A.
## 877  2142                                Ethereal                U.S.A.
## 878  2664                                Ethereal                U.S.A.
## 879  2450                               Exquisito                U.S.A.
## 880   565                         Fearless (AMMA)                U.S.A.
## 881  1736                          Feitoria Cacao              Portugal
## 882  1736                          Feitoria Cacao              Portugal
## 883  1732                          Feitoria Cacao              Portugal
## 884   105                                Felchlin           Switzerland
## 885    48                                Felchlin           Switzerland
## 886    48                                Felchlin           Switzerland
## 887   105                                Felchlin           Switzerland
## 888    48                                Felchlin           Switzerland
## 889    56                                Felchlin           Switzerland
## 890   494                                Felchlin           Switzerland
## 891  1283                                   Finca                U.S.A.
## 892  1287                                   Finca                U.S.A.
## 893  1283                                   Finca                U.S.A.
## 894  1283                                   Finca                U.S.A.
## 895  2474                                  Finnia                Canada
## 896  2482                                  Finnia                Canada
## 897  2478                                  Finnia                Canada
## 898  2486                                  Finnia                Canada
## 899  2398                                Firetree                  U.K.
## 900  2394                                Firetree                  U.K.
## 901  2398                                Firetree                  U.K.
## 902  2398                                Firetree                  U.K.
## 903  2154                            Five (5)Mile                U.S.A.
## 904  2154                            Five (5)Mile                U.S.A.
## 905  2154                            Five (5)Mile                U.S.A.
## 906  2150                            Five (5)Mile                U.S.A.
## 907  2202                                    FJAK                Norway
## 908  2206                                    FJAK                Norway
## 909  2206                                    FJAK                Norway
## 910  1267                           Forever Cacao                  U.K.
## 911  1776                        Forteza (Cortes)           Puerto Rico
## 912  1776                        Forteza (Cortes)           Puerto Rico
## 913  1772                                   Fossa             Singapore
## 914  1776                                   Fossa             Singapore
## 915  1776                                   Fossa             Singapore
## 916  2076                                   Fossa             Singapore
## 917  2072                                   Fossa             Singapore
## 918  2072                                   Fossa             Singapore
## 919  2072                                   Fossa             Singapore
## 920  2072                                   Fossa             Singapore
## 921  2430                                   Fossa             Singapore
## 922  2430                                   Fossa             Singapore
## 923  2712                                   Fossa             Singapore
## 924  2712                                   Fossa             Singapore
## 925  2318                                 Foundry           New Zealand
## 926  2322                                 Foundry           New Zealand
## 927  2322                                 Foundry           New Zealand
## 928  2322                                 Foundry           New Zealand
## 929  2318                                 Foundry           New Zealand
## 930  2322                                 Foundry           New Zealand
## 931  2326                                 Foundry           New Zealand
## 932   915                              Franceschi             Venezuela
## 933   911                              Franceschi             Venezuela
## 934  1355                              Franceschi             Venezuela
## 935  1355                              Franceschi             Venezuela
## 936  2044                              Franceschi             Venezuela
## 937  2100                              Franceschi             Venezuela
## 938  2122                              Franceschi             Venezuela
## 939  2100                              Franceschi             Venezuela
## 940  2118                              Franceschi             Venezuela
## 941  1351                       Frederic Blondeel               Belgium
## 942  1351                       Frederic Blondeel               Belgium
## 943  1542                       Frederic Blondeel               Belgium
## 944  1538                       Frederic Blondeel               Belgium
## 945  1538                       Frederic Blondeel               Belgium
## 946   781                            French Broad                U.S.A.
## 947   785                            French Broad                U.S.A.
## 948   887                            French Broad                U.S.A.
## 949   883                            French Broad                U.S.A.
## 950   883                            French Broad                U.S.A.
## 951  1042                            French Broad                U.S.A.
## 952  1209                            French Broad                U.S.A.
## 953  1295                            French Broad                U.S.A.
## 954  1634                            French Broad                U.S.A.
## 955  1940                            French Broad                U.S.A.
## 956  2430                            French Broad                U.S.A.
## 957   370                                  Fresco                U.S.A.
## 958   370                                  Fresco                U.S.A.
## 959   370                                  Fresco                U.S.A.
## 960   370                                  Fresco                U.S.A.
## 961   636                                  Fresco                U.S.A.
## 962   682                                  Fresco                U.S.A.
## 963   688                                  Fresco                U.S.A.
## 964   642                                  Fresco                U.S.A.
## 965   682                                  Fresco                U.S.A.
## 966   745                                  Fresco                U.S.A.
## 967   642                                  Fresco                U.S.A.
## 968   642                                  Fresco                U.S.A.
## 969   745                                  Fresco                U.S.A.
## 970   931                                  Fresco                U.S.A.
## 971   899                                  Fresco                U.S.A.
## 972   899                                  Fresco                U.S.A.
## 973   915                                  Fresco                U.S.A.
## 974   927                                  Fresco                U.S.A.
## 975  1030                                  Fresco                U.S.A.
## 976  1081                                  Fresco                U.S.A.
## 977  1117                                  Fresco                U.S.A.
## 978  1149                                  Fresco                U.S.A.
## 979  1383                                  Fresco                U.S.A.
## 980  1383                                  Fresco                U.S.A.
## 981  1383                                  Fresco                U.S.A.
## 982  1387                                  Fresco                U.S.A.
## 983  2024                                  Fresco                U.S.A.
## 984  2028                                  Fresco                U.S.A.
## 985  2024                                  Fresco                U.S.A.
## 986  2174                                  Fresco                U.S.A.
## 987  2174                                  Fresco                U.S.A.
## 988  2708                                  Fresco                U.S.A.
## 989  2642                                  Fresco                U.S.A.
## 990  2708                                  Fresco                U.S.A.
## 991  2642                                  Fresco                U.S.A.
## 992  2644                                  Fresco                U.S.A.
## 993  2704                                  Fresco                U.S.A.
## 994  2644                                  Fresco                U.S.A.
## 995  2644                                  Fresco                U.S.A.
## 996  2000                             Fresh Coast                U.S.A.
## 997  2000                             Fresh Coast                U.S.A.
## 998  1375         Fresh Coast aka Just Good Choc.                U.S.A.
## 999  1375         Fresh Coast aka Just Good Choc.                U.S.A.
## 1000 1375         Fresh Coast aka Just Good Choc.                U.S.A.
## 1001 1912                              Friis Holm               Denmark
## 1002 1956                              Friis Holm               Denmark
## 1003 2126                              Friis Holm               Denmark
## 1004 2130                              Friis Holm               Denmark
## 1005 2126                              Friis Holm               Denmark
## 1006 2134                              Friis Holm               Denmark
## 1007 2122                              Friis Holm               Denmark
## 1008 2130                              Friis Holm               Denmark
## 1009 2122                              Friis Holm               Denmark
## 1010 2126                              Friis Holm               Denmark
## 1011 2130                              Friis Holm               Denmark
## 1012 2126                              Friis Holm               Denmark
## 1013 2130                              Friis Holm               Denmark
## 1014  623                     Friis Holm (Bonnat)               Denmark
## 1015  623                     Friis Holm (Bonnat)               Denmark
## 1016  623                     Friis Holm (Bonnat)               Denmark
## 1017  895                     Friis Holm (Bonnat)               Denmark
## 1018  899                     Friis Holm (Bonnat)               Denmark
## 1019  899                     Friis Holm (Bonnat)               Denmark
## 1020  923                     Friis Holm (Bonnat)               Denmark
## 1021 1034                     Friis Holm (Bonnat)               Denmark
## 1022 1034                     Friis Holm (Bonnat)               Denmark
## 1023 1259                     Friis Holm (Bonnat)               Denmark
## 1024 1680                     Friis Holm (Bonnat)               Denmark
## 1025 1680                     Friis Holm (Bonnat)               Denmark
## 1026  781                                Fruition                U.S.A.
## 1027  753                                Fruition                U.S.A.
## 1028  863                                Fruition                U.S.A.
## 1029 1185                                Fruition                U.S.A.
## 1030 1046                                Fruition                U.S.A.
## 1031 1359                                Fruition                U.S.A.
## 1032 1347                                Fruition                U.S.A.
## 1033 1780                                Fruition                U.S.A.
## 1034 1780                                Fruition                U.S.A.
## 1035 2366                                Fruition                U.S.A.
## 1036 2278                                Fruition                U.S.A.
## 1037 2550                                Fruition                U.S.A.
## 1038 2554                                Fruition                U.S.A.
## 1039 2664                                Fruition                U.S.A.
## 1040 2174                                  Fu Wan                Taiwan
## 1041 2190                                  Fu Wan                Taiwan
## 1042 2202                                  Fu Wan                Taiwan
## 1043 2202                                  Fu Wan                Taiwan
## 1044 1367                           Garden Island                U.S.A.
## 1045 1642                           Georgia Ramon               Germany
## 1046 1646                           Georgia Ramon               Germany
## 1047 1646                           Georgia Ramon               Germany
## 1048 1646                           Georgia Ramon               Germany
## 1049 1642                           Georgia Ramon               Germany
## 1050 2012                           Georgia Ramon               Germany
## 1051 2012                           Georgia Ramon               Germany
## 1052 2096                           Georgia Ramon               Germany
## 1053 2282                           Georgia Ramon               Germany
## 1054 1672                               Glennmade                U.S.A.
## 1055 1848                               Glennmade                U.S.A.
## 1056 1924                           Goodnow Farms                U.S.A.
## 1057 1924                           Goodnow Farms                U.S.A.
## 1058 1924                           Goodnow Farms                U.S.A.
## 1059 2032                           Goodnow Farms                U.S.A.
## 1060 2446                           Goodnow Farms                U.S.A.
## 1061 2446                           Goodnow Farms                U.S.A.
## 1062 2602                           Goodnow Farms                U.S.A.
## 1063 2194                                  Gotham                U.S.A.
## 1064 2642                                  Gotham                U.S.A.
## 1065 2642                                  Gotham                U.S.A.
## 1066 2644                                  Gotham                U.S.A.
## 1067  741                             Grand Place               Vietnam
## 1068 2692                             Great Lakes                U.S.A.
## 1069 2692                             Great Lakes                U.S.A.
## 1070 2692                             Great Lakes                U.S.A.
## 1071 2696                             Great Lakes                U.S.A.
## 1072   15                  Green & Black's (ICAM)                  U.K.
## 1073 1896                       Green Bean to Bar                 Japan
## 1074 2382                       Green Bean to Bar                 Japan
## 1075 2696                              Green Door                  U.K.
## 1076  241                   Grenada Chocolate Co.               Grenada
## 1077  363                   Grenada Chocolate Co.               Grenada
## 1078  494                   Grenada Chocolate Co.               Grenada
## 1079  355                          Guido Castagna                 Italy
## 1080  355                          Guido Castagna                 Italy
## 1081  355                          Guido Castagna                 Italy
## 1082  355                          Guido Castagna                 Italy
## 1083  355                          Guido Castagna                 Italy
## 1084 2060                          Guido Castagna                 Italy
## 1085   87                                Guittard                U.S.A.
## 1086   15                                Guittard                U.S.A.
## 1087   99                                Guittard                U.S.A.
## 1088   87                                Guittard                U.S.A.
## 1089   93                                Guittard                U.S.A.
## 1090   93                                Guittard                U.S.A.
## 1091  147                                Guittard                U.S.A.
## 1092  259                                Guittard                U.S.A.
## 1093  276                                Guittard                U.S.A.
## 1094  276                                Guittard                U.S.A.
## 1095  316                                Guittard                U.S.A.
## 1096  387                                Guittard                U.S.A.
## 1097  387                                Guittard                U.S.A.
## 1098  552                                Guittard                U.S.A.
## 1099  654                                Guittard                U.S.A.
## 1100  654                                Guittard                U.S.A.
## 1101  654                                Guittard                U.S.A.
## 1102 1053                                Guittard                U.S.A.
## 1103 1053                                Guittard                U.S.A.
## 1104 1053                                Guittard                U.S.A.
## 1105 1053                                Guittard                U.S.A.
## 1106 1602                                Guittard                U.S.A.
## 1107 1205                                Habitual                Canada
## 1108 1197                                Habitual                Canada
## 1109 1197                                Habitual                Canada
## 1110 1201                                Habitual                Canada
## 1111 1201                                Habitual                Canada
## 1112 1201                                Habitual                Canada
## 1113 1197                                Habitual                Canada
## 1114 1201                                Habitual                Canada
## 1115 1197                                Habitual                Canada
## 1116  166                                  Hachez               Germany
## 1117 1327                    Hacienda El Castillo               Ecuador
## 1118 1327                    Hacienda El Castillo               Ecuador
## 1119  701                                   Haigh             Australia
## 1120 1696                            Harper Macaw                U.S.A.
## 1121 1700                            Harper Macaw                U.S.A.
## 1122 1700                            Harper Macaw                U.S.A.
## 1123 1808                            Harper Macaw                U.S.A.
## 1124 2040                            Harper Macaw                U.S.A.
## 1125 2330                          Harris & James                  U.K.
## 1126 2270                          Harris & James                  U.K.
## 1127 2382                              Hazel Hill                U.S.A.
## 1128 2378                              Hazel Hill                U.S.A.
## 1129 2378                              Hazel Hill                U.S.A.
## 1130 2606                                   Hecho                Mexico
## 1131 1876                               Heilemann               Germany
## 1132 2302                          Heinde & Verre           Netherlands
## 1133 2306                          Heinde & Verre           Netherlands
## 1134 2302                          Heinde & Verre           Netherlands
## 1135 1748 Heirloom Cacao Preservation (Brasstown)                U.S.A.
## 1136 1748  Heirloom Cacao Preservation (Fruition)                U.S.A.
## 1137 1243  Heirloom Cacao Preservation (Guittard)                U.S.A.
## 1138 1239  Heirloom Cacao Preservation (Guittard)                U.S.A.
## 1139 1243  Heirloom Cacao Preservation (Guittard)                U.S.A.
## 1140 1243  Heirloom Cacao Preservation (Guittard)                U.S.A.
## 1141 1744     Heirloom Cacao Preservation (Manoa)                U.S.A.
## 1142 1744 Heirloom Cacao Preservation (Millcreek)                U.S.A.
## 1143 1748     Heirloom Cacao Preservation (Mindo)                U.S.A.
## 1144 1744    Heirloom Cacao Preservation (Zokoko)                U.S.A.
## 1145 1744    Heirloom Cacao Preservation (Zokoko)                U.S.A.
## 1146 1458        hello cocoa (now Markham & Fitz)                U.S.A.
## 1147 1462        hello cocoa (now Markham & Fitz)                U.S.A.
## 1148 2614                              Hemisphere                U.S.A.
## 1149 2614                              Hemisphere                U.S.A.
## 1150 1546                                    hexx                U.S.A.
## 1151 1546                                    hexx                U.S.A.
## 1152 1546                                    hexx                U.S.A.
## 1153 1550                                    hexx                U.S.A.
## 1154 1550                                    hexx                U.S.A.
## 1155 2150                                    hexx                U.S.A.
## 1156 2146                                    hexx                U.S.A.
## 1157 2150                                    hexx                U.S.A.
## 1158 2150                                    hexx                U.S.A.
## 1159 2146                                    hexx                U.S.A.
## 1160 1712                                 Hogarth           New Zealand
## 1161 1712                                 Hogarth           New Zealand
## 1162 1712                                 Hogarth           New Zealand
## 1163 1712                                 Hogarth           New Zealand
## 1164 2426                                 Hogarth           New Zealand
## 1165 2450                                 Hogarth           New Zealand
## 1166  414                   Hoja Verde (Tulicorp)               Ecuador
## 1167  414                   Hoja Verde (Tulicorp)               Ecuador
## 1168  414                   Hoja Verde (Tulicorp)               Ecuador
## 1169  414                   Hoja Verde (Tulicorp)               Ecuador
## 1170  414                   Hoja Verde (Tulicorp)               Ecuador
## 1171  431                              Holy Cacao                Israel
## 1172  431                              Holy Cacao                Israel
## 1173  431                              Holy Cacao                Israel
## 1174  431                              Holy Cacao                Israel
## 1175 1466                              Holy Cacao                Israel
## 1176 1466                              Holy Cacao                Israel
## 1177 1466                              Holy Cacao                Israel
## 1178 1466                              Holy Cacao                Israel
## 1179 1872                              Holy Cacao                Israel
## 1180 1327                                  Honest          South Africa
## 1181 1113                          Hotel Chocolat                  U.K.
## 1182 1030                          Hotel Chocolat                  U.K.
## 1183 1654                          Hotel Chocolat                  U.K.
## 1184 2134                          Hotel Chocolat                  U.K.
## 1185 2386                          Hotel Chocolat                  U.K.
## 1186 2386                          Hotel Chocolat                  U.K.
## 1187  296              Hotel Chocolat (Coppeneur)                  U.K.
## 1188  296              Hotel Chocolat (Coppeneur)                  U.K.
## 1189  245              Hotel Chocolat (Coppeneur)                  U.K.
## 1190  300              Hotel Chocolat (Coppeneur)                  U.K.
## 1191  552              Hotel Chocolat (Coppeneur)                  U.K.
## 1192  600              Hotel Chocolat (Coppeneur)                  U.K.
## 1193  552              Hotel Chocolat (Coppeneur)                  U.K.
## 1194  623              Hotel Chocolat (Coppeneur)                  U.K.
## 1195  623              Hotel Chocolat (Coppeneur)                  U.K.
## 1196  623              Hotel Chocolat (Coppeneur)                  U.K.
## 1197  809              Hotel Chocolat (Coppeneur)                  U.K.
## 1198 1113              Hotel Chocolat (Coppeneur)                  U.K.
## 1199 1109              Hotel Chocolat (Coppeneur)                  U.K.
## 1200 1113              Hotel Chocolat (Coppeneur)                  U.K.
## 1201 1038              Hotel Chocolat (Coppeneur)                  U.K.
## 1202 1065              Hotel Chocolat (Coppeneur)                  U.K.
## 1203 1065              Hotel Chocolat (Coppeneur)                  U.K.
## 1204 1038              Hotel Chocolat (Coppeneur)                  U.K.
## 1205 1065              Hotel Chocolat (Coppeneur)                  U.K.
## 1206 1097                             Hummingbird                Canada
## 1207 1097                             Hummingbird                Canada
## 1208 1307                             Hummingbird                Canada
## 1209 1311                             Hummingbird                Canada
## 1210 1311                             Hummingbird                Canada
## 1211 1387                             Hummingbird                Canada
## 1212 1311                             Hummingbird                Canada
## 1213 1542                             Hummingbird                Canada
## 1214  729                       Idilio (Felchlin)           Switzerland
## 1215  737                       Idilio (Felchlin)           Switzerland
## 1216  725                       Idilio (Felchlin)           Switzerland
## 1217  725                       Idilio (Felchlin)           Switzerland
## 1218  733                       Idilio (Felchlin)           Switzerland
## 1219  733                       Idilio (Felchlin)           Switzerland
## 1220  737                       Idilio (Felchlin)           Switzerland
## 1221  737                       Idilio (Felchlin)           Switzerland
## 1222  737                       Idilio (Felchlin)           Switzerland
## 1223 1085                       Idilio (Felchlin)           Switzerland
## 1224 1788                                   Indah                 India
## 1225 1255                                    Indi                U.S.A.
## 1226 2008                                    Indi                U.S.A.
## 1227  943                            iQ Chocolate              Scotland
## 1228  943                            iQ Chocolate              Scotland
## 1229 1279                                  Isidro                U.S.A.
## 1230 1279                                  Isidro                U.S.A.
## 1231 1279                                  Isidro                U.S.A.
## 1232 1275                                  Isidro                U.S.A.
## 1233 2250                       Islands Chocolate St.Vincent-Grenadines
## 1234 1546                                   Izard                U.S.A.
## 1235 1542                                   Izard                U.S.A.
## 1236    5                           Jacque Torres                U.S.A.
## 1237 2146                      Jean Marie Auboine                U.S.A.
## 1238 1976                          Johnny Iuzzini                U.S.A.
## 1239 1976                          Johnny Iuzzini                U.S.A.
## 1240 1972                          Johnny Iuzzini                U.S.A.
## 1241 1976                          Johnny Iuzzini                U.S.A.
## 1242 1980                          Johnny Iuzzini                U.S.A.
## 1243 2008                          Johnny Iuzzini                U.S.A.
## 1244 2008                          Johnny Iuzzini                U.S.A.
## 1245 2100                          Johnny Iuzzini                U.S.A.
## 1246 2104                          Johnny Iuzzini                U.S.A.
## 1247 2104                          Johnny Iuzzini                U.S.A.
## 1248 1534                                  Jordis        Czech Republic
## 1249 2458                                  Jordis        Czech Republic
## 1250 2218                               Kad Kokoa              Thailand
## 1251 2214                               Kad Kokoa              Thailand
## 1252 2218                               Kad Kokoa              Thailand
## 1253 2218                               Kad Kokoa              Thailand
## 1254 1069                                 Kah Kow    Dominican Republic
## 1255 1069                                 Kah Kow    Dominican Republic
## 1256 1073                                 Kah Kow    Dominican Republic
## 1257 1061                                 Kah Kow    Dominican Republic
## 1258 2498                                 Kah Kow                U.S.A.
## 1259 2498                                 Kah Kow                U.S.A.
## 1260 2502                                 Kah Kow                U.S.A.
## 1261 2394                           Kah Kow - USA    Dominican Republic
## 1262 2454                           Kah Kow - USA                U.S.A.
## 1263 2390                           Kah Kow - USA    Dominican Republic
## 1264 2422                           Kah Kow - USA    Dominican Republic
## 1265 2454                           Kah Kow - USA                U.S.A.
## 1266 2338                                  Kaitxo                 Spain
## 1267 2338                                  Kaitxo                 Spain
## 1268 2334                                  Kaitxo                 Spain
## 1269  387                                   Kakao               Germany
## 1270  837                                   Kakao               Germany
## 1271  248                   Kallari (Ecuatoriana)               Ecuador
## 1272  263                   Kallari (Ecuatoriana)               Ecuador
## 1273  245                   Kallari (Ecuatoriana)               Ecuador
## 1274  248                   Kallari (Ecuatoriana)               Ecuador
## 1275  241                   Kallari (Ecuatoriana)               Ecuador
## 1276  248                   Kallari (Ecuatoriana)               Ecuador
## 1277  269                   Kallari (Ecuatoriana)               Ecuador
## 1278  241                   Kallari (Ecuatoriana)               Ecuador
## 1279  404                           Kaoka (Cemoi)                France
## 1280  423                           Kaoka (Cemoi)                France
## 1281 2708                                  Kasama                Canada
## 1282 2708                                  Kasama                Canada
## 1283 1133                                Kerchner                U.S.A.
## 1284  431                            Ki' Xocolatl                Mexico
## 1285 2478                               Kin + Pod                Canada
## 1286 1251                                Kiskadee                U.S.A.
## 1287 1968                                    Krak             Amsterdam
## 1288 1968                                    Krak             Amsterdam
## 1289 2016                                    Krak             Amsterdam
## 1290 2064                                    Krak             Amsterdam
## 1291 2068                                    Krak             Amsterdam
## 1292 2044                                    Krak             Amsterdam
## 1293 2286                                    Krak           Netherlands
## 1294 2282                                    Krak             Amsterdam
## 1295 1422                                     Kto                U.S.A.
## 1296 1422                                     Kto                U.S.A.
## 1297 1422                                     Kto                U.S.A.
## 1298 1422                                     Kto                U.S.A.
## 1299 1426                                     Kto                U.S.A.
## 1300 1426                                     Kto                U.S.A.
## 1301 1426                                     Kto                U.S.A.
## 1302 1852                                    K'ul                U.S.A.
## 1303 1840                                    K'ul                U.S.A.
## 1304 1852                                    K'ul                U.S.A.
## 1305 1852                                    K'ul                U.S.A.
## 1306 1359                                    Kyya                U.S.A.
## 1307 1363                                    Kyya                U.S.A.
## 1308 1359                                    Kyya                U.S.A.
## 1309 1363                                    Kyya                U.S.A.
## 1310  451                 L.A. Burdick (Felchlin)                U.S.A.
## 1311  431                 L.A. Burdick (Felchlin)                U.S.A.
## 1312  597                 L.A. Burdick (Felchlin)                U.S.A.
## 1313  576                 L.A. Burdick (Felchlin)                U.S.A.
## 1314  576                 L.A. Burdick (Felchlin)                U.S.A.
## 1315  682                 L.A. Burdick (Felchlin)                U.S.A.
## 1316  891                 L.A. Burdick (Felchlin)                U.S.A.
## 1317  927                 L.A. Burdick (Felchlin)                U.S.A.
## 1318  891                 L.A. Burdick (Felchlin)                U.S.A.
## 1319 2426                  La Cascade du Chocolat                U.S.A.
## 1320 1892                 La Chocolaterie Nanairo                 Japan
## 1321 1892                 La Chocolaterie Nanairo                 Japan
## 1322 1892                 La Chocolaterie Nanairo                 Japan
## 1323 1892                 La Chocolaterie Nanairo                 Japan
## 1324 2138                              La Chorena                U.S.A.
## 1325 2138                              La Chorena                U.S.A.
## 1326 2138                              La Chorena                U.S.A.
## 1327 2138                              La Chorena                U.S.A.
## 1328 2254                     La Feverie (Hasnaa)                France
## 1329 2254                     La Feverie (Hasnaa)                France
## 1330 2358                     La Feverie (Hasnaa)                France
## 1331  230        La Maison du Chocolat (Valrhona)                France
## 1332  439        La Maison du Chocolat (Valrhona)                France
## 1333  346        La Maison du Chocolat (Valrhona)                France
## 1334  346        La Maison du Chocolat (Valrhona)                France
## 1335  445        La Maison du Chocolat (Valrhona)                France
## 1336  741        La Maison du Chocolat (Valrhona)                France
## 1337  891        La Maison du Chocolat (Valrhona)                France
## 1338 1121        La Maison du Chocolat (Valrhona)                France
## 1339 1145        La Maison du Chocolat (Valrhona)                France
## 1340 1189        La Maison du Chocolat (Valrhona)                France
## 1341  721                            La Oroquidea                  Peru
## 1342  713                          La Pepa de Oro               Ecuador
## 1343 2186                                 La Rifa                Mexico
## 1344 2182                                 La Rifa                Mexico
## 1345 2186                                 La Rifa                Mexico
## 1346 1434                      Laia aka Chat-Noir                France
## 1347 1438                      Laia aka Chat-Noir                France
## 1348 1590                      Laia aka Chat-Noir                France
## 1349 1590                      Laia aka Chat-Noir                France
## 1350 1590                      Laia aka Chat-Noir                France
## 1351 1594                      Laia aka Chat-Noir                France
## 1352 1590                      Laia aka Chat-Noir                France
## 1353 1642                      Laia aka Chat-Noir                France
## 1354 1638                      Laia aka Chat-Noir                France
## 1355 1642                      Laia aka Chat-Noir                France
## 1356  927                          Lajedo do Ouro                Brazil
## 1357  327              Lake Champlain (Callebaut)                U.S.A.
## 1358  833                             L'Amourette                U.S.A.
## 1359  833                             L'Amourette                U.S.A.
## 1360  853                             L'Amourette                U.S.A.
## 1361 1784                             L'Amourette                U.S.A.
## 1362 2048                                    Land                  U.K.
## 1363 2048                                    Land                  U.K.
## 1364 2048                                    Land                  U.K.
## 1365 1972                        Landmark (Amano)                U.S.A.
## 1366 2266                                  Legast               Belgium
## 1367 2262                                  Legast               Belgium
## 1368 2266                                  Legast               Belgium
## 1369 1371                             Letterpress                U.S.A.
## 1370 1566                             Letterpress                U.S.A.
## 1371 1562                             Letterpress                U.S.A.
## 1372 1566                             Letterpress                U.S.A.
## 1373 1562                             Letterpress                U.S.A.
## 1374 1566                             Letterpress                U.S.A.
## 1375 1728                             Letterpress                U.S.A.
## 1376 1952                             Letterpress                U.S.A.
## 1377 1952                             Letterpress                U.S.A.
## 1378 1984                             Letterpress                U.S.A.
## 1379 2122                             Letterpress                U.S.A.
## 1380 2338                             Letterpress                U.S.A.
## 1381 2442                             Letterpress                U.S.A.
## 1382 2562                             Letterpress                U.S.A.
## 1383 2562                             Letterpress                U.S.A.
## 1384 1231                                    Levy               Finland
## 1385 1856                                   Lilla               Finland
## 1386  947                            Lillie Belle                U.S.A.
## 1387  947                            Lillie Belle                U.S.A.
## 1388  855                            Lillie Belle                U.S.A.
## 1389  903                            Lillie Belle                U.S.A.
## 1390  947                            Lillie Belle                U.S.A.
## 1391  903                            Lillie Belle                U.S.A.
## 1392  157                        Lindt & Sprungli           Switzerland
## 1393 2538                                   Lirio                U.S.A.
## 1394 2538                                   Lirio                U.S.A.
## 1395 2538                                   Lirio                U.S.A.
## 1396 1049                                   Loiza           Puerto Rico
## 1397 1093                                Lonohana                U.S.A.
## 1398 1097                                Lonohana                U.S.A.
## 1399 1097                                Lonohana                U.S.A.
## 1400 1395                                Lonohana                U.S.A.
## 1401 1383                                Lonohana                U.S.A.
## 1402 1395                                Lonohana                U.S.A.
## 1403 2590                                    Loon                U.S.A.
## 1404 2586                                    Loon                U.S.A.
## 1405 1502                                Love Bar                U.S.A.
## 1406 2194                              Love Brown                Taiwan
## 1407 2194                              Love Brown                Taiwan
## 1408 2198                              Love Brown                Taiwan
## 1409 2198                              Love Brown                Taiwan
## 1410 1976                             Luisa Abram                Brazil
## 1411 2238                             Luisa Abram                Brazil
## 1412 2692                             Luisa Abram                Brazil
## 1413 2518                           Luisa's Vegan                  U.K.
## 1414  552                                   Luker              Colombia
## 1415  552                                   Luker              Colombia
## 1416  552                                   Luker              Colombia
## 1417  552                                   Luker              Colombia
## 1418 2506                                Lumineux                U.S.A.
## 1419 2502                                Lumineux                U.S.A.
## 1420 2502                                Lumineux                U.S.A.
## 1421 2506                                Lumineux                U.S.A.
## 1422 2506                                Lumineux                U.S.A.
## 1423  552                Machu Picchu Trading Co.                  Peru
## 1424  721                Machu Picchu Trading Co.                  Peru
## 1425 2426        MaDe Atlantic City Chocolate Bar                U.S.A.
## 1426 2430        MaDe Atlantic City Chocolate Bar                U.S.A.
## 1427  284                     Madecasse (Cinagra)            Madagascar
## 1428  288                     Madecasse (Cinagra)            Madagascar
## 1429  284                     Madecasse (Cinagra)            Madagascar
## 1430  284                     Madecasse (Cinagra)            Madagascar
## 1431 2664                                   Madhu                U.S.A.
## 1432  607                                   Madre                U.S.A.
## 1433  672                                   Madre                U.S.A.
## 1434  693                                   Madre                U.S.A.
## 1435  991                                   Madre                U.S.A.
## 1436  995                                   Madre                U.S.A.
## 1437  995                                   Madre                U.S.A.
## 1438 1085                                   Madre                U.S.A.
## 1439 1089                                   Madre                U.S.A.
## 1440 1089                                   Madre                U.S.A.
## 1441 1085                                   Madre                U.S.A.
## 1442 1940                                   Madre                U.S.A.
## 1443  300                                  Maglio                 Italy
## 1444  308                                  Maglio                 Italy
## 1445  308                                  Maglio                 Italy
## 1446  308                                  Maglio                 Italy
## 1447  531                                  Majani                 Italy
## 1448  184          Malagasy (Chocolaterie Robert)            Madagascar
## 1449  184          Malagasy (Chocolaterie Robert)            Madagascar
## 1450 1121                                 Malagos           Philippines
## 1451 2226                                   Malai              Thailand
## 1452  311                    Malie Kai (Guittard)                U.S.A.
## 1453  502                    Malie Kai (Guittard)                U.S.A.
## 1454 1856                                   Malmo                Sweden
## 1455  821                                    Mana                U.S.A.
## 1456 1219                                    Mana                U.S.A.
## 1457 1219                                    Mana                U.S.A.
## 1458 1446                                    Mana                U.S.A.
## 1459 1331                         Manifesto Cacao              Colombia
## 1460 1007                                   Manoa                U.S.A.
## 1461 1007                                   Manoa                U.S.A.
## 1462 1003                                   Manoa                U.S.A.
## 1463 1007                                   Manoa                U.S.A.
## 1464 1089                                   Manoa                U.S.A.
## 1465 1522                                   Manoa                U.S.A.
## 1466 1522                                   Manoa                U.S.A.
## 1467 2032                                   Manoa                U.S.A.
## 1468 2442                                   Manoa                U.S.A.
## 1469  871                   Manufaktura Czekolady                Poland
## 1470  875                   Manufaktura Czekolady                Poland
## 1471  871                   Manufaktura Czekolady                Poland
## 1472 1279                   Manufaktura Czekolady                Poland
## 1473 1255                   Manufaktura Czekolady                Poland
## 1474 1848                   Manufaktura Czekolady                Poland
## 1475 1844                   Manufaktura Czekolady                Poland
## 1476 1606                           Map Chocolate                U.S.A.
## 1477 1610                           Map Chocolate                U.S.A.
## 1478 1610                           Map Chocolate                U.S.A.
## 1479 1474                           Map Chocolate                U.S.A.
## 1480 1474                           Map Chocolate                U.S.A.
## 1481 1478                           Map Chocolate                U.S.A.
## 1482 1606                           Map Chocolate                U.S.A.
## 1483 1606                           Map Chocolate                U.S.A.
## 1484 1634                           Map Chocolate                U.S.A.
## 1485 1896                           Map Chocolate                U.S.A.
## 1486 1956                           Map Chocolate                U.S.A.
## 1487 2262                           Map Chocolate                U.S.A.
## 1488 2262                           Map Chocolate                U.S.A.
## 1489 2040                           Map Chocolate                U.S.A.
## 1490 1884                                  Marana                  Peru
## 1491 2610                                  Marana                  Peru
## 1492 2610                                  Marana                  Peru
## 1493 2598                                 Maribea                U.S.A.
## 1494 2598                                 Maribea                U.S.A.
## 1495 2598                                 Maribea                U.S.A.
## 1496 1808                       Marigold's Finest                Canada
## 1497 2158                          Markham & Fitz                U.S.A.
## 1498  895                                   Marou               Vietnam
## 1499  845                                   Marou               Vietnam
## 1500  845                                   Marou               Vietnam
## 1501  845                                   Marou               Vietnam
## 1502  849                                   Marou               Vietnam
## 1503  955                                   Marou               Vietnam
## 1504 1149                                   Marou               Vietnam
## 1505 1650                                   Marou               Vietnam
## 1506 1650                                   Marou               Vietnam
## 1507 1650                                   Marou               Vietnam
## 1508 2258                                   Marou               Vietnam
## 1509  537                                    Mars                U.S.A.
## 1510  544                                    Mars                U.S.A.
## 1511  544                                    Mars                U.S.A.
## 1512  544                                    Mars                U.S.A.
## 1513 1189                                Marsatta                U.S.A.
## 1514 1189                                Marsatta                U.S.A.
## 1515 1836                            Martin Mayer               Austria
## 1516 1836                            Martin Mayer               Austria
## 1517 1836                            Martin Mayer               Austria
## 1518  572                           Mast Brothers                U.S.A.
## 1519  572                           Mast Brothers                U.S.A.
## 1520  572                           Mast Brothers                U.S.A.
## 1521  713                           Mast Brothers                U.S.A.
## 1522  777                           Mast Brothers                U.S.A.
## 1523  701                           Mast Brothers                U.S.A.
## 1524  709                           Mast Brothers                U.S.A.
## 1525  777                           Mast Brothers                U.S.A.
## 1526  777                           Mast Brothers                U.S.A.
## 1527  672                           Mast Brothers                U.S.A.
## 1528  773                           Mast Brothers                U.S.A.
## 1529  777                           Mast Brothers                U.S.A.
## 1530  999                           Mast Brothers                U.S.A.
## 1531  999                           Mast Brothers                U.S.A.
## 1532  959                           Mast Brothers                U.S.A.
## 1533 1359                           Mast Brothers                U.S.A.
## 1534 1450                           Mast Brothers                U.S.A.
## 1535 1450                           Mast Brothers                U.S.A.
## 1536 1177                                  Matale             Australia
## 1537 1181                                  Matale             Australia
## 1538 1177                                  Matale             Australia
## 1539 1177                                  Matale             Australia
## 1540 2704                               Maui Kuia                U.S.A.
## 1541 1367                                Maverick                U.S.A.
## 1542 1367                                Maverick                U.S.A.
## 1543 1430                                Maverick                U.S.A.
## 1544 1430                                Maverick                U.S.A.
## 1545 2482                                Maverick                U.S.A.
## 1546 2486                                Maverick                U.S.A.
## 1547 2482                                Maverick                U.S.A.
## 1548 1728                                Mayacama                U.S.A.
## 1549 2474                                 McGuire                Canada
## 1550 2478                                 McGuire                Canada
## 1551 1287                             Meadowlands                U.S.A.
## 1552 1287                             Meadowlands                U.S.A.
## 1553 1287                             Meadowlands                U.S.A.
## 1554 1291                             Meadowlands                U.S.A.
## 1555 1291                             Meadowlands                U.S.A.
## 1556 2362                                  Mellow               Denmark
## 1557 2362                                  Mellow               Denmark
## 1558 2362                                  Mellow               Denmark
## 1559 2362                                  Mellow               Denmark
## 1560  837                   Menakao (aka Cinagra)            Madagascar
## 1561  841                   Menakao (aka Cinagra)            Madagascar
## 1562 1347                               Mesocacao              Honduras
## 1563 1351                               Mesocacao              Honduras
## 1564 1347                               Mesocacao              Honduras
## 1565 1351                               Mesocacao              Honduras
## 1566 1494                               Mesocacao              Honduras
## 1567 1494                               Mesocacao              Honduras
## 1568 2250                                 Mestico                Brazil
## 1569 1267                                Metiisto                Sweden
## 1570 1267                                Metiisto                Sweden
## 1571 2166                                Metiisto             Australia
## 1572 2170                                Metiisto             Australia
## 1573 1688                            Metropolitan             Amsterdam
## 1574 2210                                  Meybol               Germany
## 1575   24                          Michel Cluizel                France
## 1576   24                          Michel Cluizel                France
## 1577   81                          Michel Cluizel                France
## 1578   24                          Michel Cluizel                France
## 1579   24                          Michel Cluizel                France
## 1580   24                          Michel Cluizel                France
## 1581   24                          Michel Cluizel                France
## 1582  117                          Michel Cluizel                France
## 1583  135                          Michel Cluizel                France
## 1584  963                          Michel Cluizel                France
## 1585 2020                          Michel Cluizel                France
## 1586 2270                          Michel Cluizel                France
## 1587 2438                          Michel Cluizel                France
## 1588  887                              Middlebury                U.S.A.
## 1589  887                              Middlebury                U.S.A.
## 1590  887                              Middlebury                U.S.A.
## 1591 1117                              Middlebury                U.S.A.
## 1592 1117                              Middlebury                U.S.A.
## 1593 1538                              Middlebury                U.S.A.
## 1594 1490                              Middlebury                U.S.A.
## 1595 1490                              Middlebury                U.S.A.
## 1596 1538                              Middlebury                U.S.A.
## 1597 1490                              Middlebury                U.S.A.
## 1598 1490                              Middlebury                U.S.A.
## 1599 2112                            Mike & Becky               Belgium
## 1600 2112                            Mike & Becky               Belgium
## 1601 2114                            Mike & Becky               Belgium
## 1602 2112                            Mike & Becky               Belgium
## 1603  825                Millcreek Cacao Roasters                U.S.A.
## 1604 1073                Millcreek Cacao Roasters                U.S.A.
## 1605 2346                               Millesime               Belgium
## 1606 2346                               Millesime               Belgium
## 1607 2346                               Millesime               Belgium
## 1608 2566                               Millesime               Belgium
## 1609 2570                               Millesime               Belgium
## 1610 2570                               Millesime               Belgium
## 1611 2214                                  Milton                 Japan
## 1612 2214                                  Milton                 Japan
## 1613 2210                                  Milton                 Japan
## 1614 2214                                  Milton                 Japan
## 1615  607                                   Mindo                U.S.A.
## 1616 2382                                   Mindo                U.S.A.
## 1617 1920                                 Minimal                 Japan
## 1618 1960                                  Mirzam                U.A.E.
## 1619 1960                                  Mirzam                U.A.E.
## 1620 1960                                  Mirzam                U.A.E.
## 1621 1960                                  Mirzam                U.A.E.
## 1622 2370                                  Mirzam                U.A.E.
## 1623 2458                                  Misina        Czech Republic
## 1624 1626                                 Mission                Brazil
## 1625 1880                                 Mission                Brazil
## 1626 2354                                 Mission                Brazil
## 1627  955                                    Mita              Colombia
## 1628  607                                    Moho                U.S.A.
## 1629 1030                                    Moho                U.S.A.
## 1630 1026                                    Moho                U.S.A.
## 1631 2198                            Moka Origins                U.S.A.
## 1632 2170                            Moka Origins                U.S.A.
## 1633 2350                            Moka Origins                U.S.A.
## 1634 2338                            Moka Origins                U.S.A.
## 1635 2450                            Moka Origins                U.S.A.
## 1636 2648                                    Moku                U.S.A.
## 1637 2652                                    Moku                U.S.A.
## 1638 1618                                 Molucca                U.S.A.
## 1639 1614                                 Molucca                U.S.A.
## 1640 1618                                 Molucca                U.S.A.
## 1641  661                               Momotombo             Nicaragua
## 1642  661                               Momotombo             Nicaragua
## 1643 2142                               Momotombo             Nicaragua
## 1644 1812                                Monarque                Canada
## 1645 2680                                Monarque                Canada
## 1646 1391                         Monsieur Truffe             Australia
## 1647 2222                                 Monsoon                U.S.A.
## 1648 2656                                 Monsoon                U.S.A.
## 1649 2542                                 Monsoon                U.S.A.
## 1650 1654                             Montecristi               Ecuador
## 1651 1654                             Montecristi               Ecuador
## 1652 1658                             Montecristi               Ecuador
## 1653 2490                                   MUCHO                Mexico
## 1654 1462                    Muchomas (Mesocacao)                U.S.A.
## 1655 1462                    Muchomas (Mesocacao)                U.S.A.
## 1656 2190             Musee du Chocolat Theobroma                 Japan
## 1657 1896                                  Mutari                U.S.A.
## 1658 1896                                  Mutari                U.S.A.
## 1659 1900                                  Mutari                U.S.A.
## 1660 1900                                  Mutari                U.S.A.
## 1661 1049                                   Nahua            Costa Rica
## 1662 1049                                   Nahua            Costa Rica
## 1663  867                                   Naive             Lithuania
## 1664 1046                                   Naive             Lithuania
## 1665 1133                                   Naive             Lithuania
## 1666 1399                                   Naive             Lithuania
## 1667 1399                                   Naive             Lithuania
## 1668 1379                                   Naive             Lithuania
## 1669 2458                                   Naive             Lithuania
## 1670 2418                                   Naive             Lithuania
## 1671 1007                                   Nanea                U.S.A.
## 1672 1403                           Nathan Miller                U.S.A.
## 1673 1403                           Nathan Miller                U.S.A.
## 1674 1403                           Nathan Miller                U.S.A.
## 1675 1403                           Nathan Miller                U.S.A.
## 1676 2060                               Nearynogs               Ireland
## 1677   15                     Neuhaus (Callebaut)               Belgium
## 1678   15                     Neuhaus (Callebaut)               Belgium
## 1679   24                     Neuhaus (Callebaut)               Belgium
## 1680  135                     Neuhaus (Callebaut)               Belgium
## 1681  230                     Neuhaus (Callebaut)               Belgium
## 1682  531                     Neuhaus (Callebaut)               Belgium
## 1683 1526                                  Nibble                U.S.A.
## 1684 1526                                  Nibble                U.S.A.
## 1685 1526                                  Nibble                U.S.A.
## 1686 1526                                  Nibble                U.S.A.
## 1687 2134                                  Nibble                U.S.A.
## 1688 1022                               Night Owl                U.S.A.
## 1689 1022                               Night Owl                U.S.A.
## 1690 2398                                   Nikoa               Ecuador
## 1691 2142                                    Nina                  Peru
## 1692 2162                    Ninth (9th) & Larkin                U.S.A.
## 1693 2158                    Ninth (9th) & Larkin                U.S.A.
## 1694 2174                    Ninth (9th) & Larkin                U.S.A.
## 1695 2282                    Ninth (9th) & Larkin                U.S.A.
## 1696 2394                    Ninth (9th) & Larkin                U.S.A.
## 1697 1295                  Noble Bean aka Jerjobo                U.S.A.
## 1698 1299                  Noble Bean aka Jerjobo                U.S.A.
## 1699 1299                  Noble Bean aka Jerjobo                U.S.A.
## 1700  837                           Noir d' Ebine                U.S.A.
## 1701  841                           Noir d' Ebine                U.S.A.
## 1702  935                              Nova Monda             Nicaragua
## 1703  931                              Nova Monda             Nicaragua
## 1704  935                              Nova Monda             Nicaragua
## 1705 1458                                  Nuance                U.S.A.
## 1706 1458                                  Nuance                U.S.A.
## 1707 1458                                  Nuance                U.S.A.
## 1708 1454                                  Nuance                U.S.A.
## 1709 1470                                  Nuance                U.S.A.
## 1710 2486                                  Nuance                U.S.A.
## 1711 2486                                  Nuance                U.S.A.
## 1712 1876                                  Nugali                Brazil
## 1713  478                   Oakland Chocolate Co.                U.S.A.
## 1714 1638                                   Obolo                 Chile
## 1715 2386                                   Obolo                 Chile
## 1716 1558                                  Ocelot              Scotland
## 1717 1558                                  Ocelot              Scotland
## 1718 1411                                    Ocho           New Zealand
## 1719 1411                                    Ocho           New Zealand
## 1720 1411                                    Ocho           New Zealand
## 1721 1411                                    Ocho           New Zealand
## 1722 1760                                    Ocho           New Zealand
## 1723 1760                                    Ocho           New Zealand
## 1724 2490                                 Odyssey                U.S.A.
## 1725 2494                                 Odyssey                U.S.A.
## 1726 2494                                 Odyssey                U.S.A.
## 1727 2494                                 Odyssey                U.S.A.
## 1728 2498                                 Odyssey                U.S.A.
## 1729 2494                                 Odyssey                U.S.A.
## 1730 2498                                 Odyssey                U.S.A.
## 1731 2582                                 Odyssey                U.S.A.
## 1732 2704                                 Odyssey                U.S.A.
## 1733 2582                                 Odyssey                U.S.A.
## 1734 2696                                 Odyssey                U.S.A.
## 1735 2704                                 Odyssey                U.S.A.
## 1736 2566                                 Odyssey                U.S.A.
## 1737 1594                                   Ohiyo                U.S.A.
## 1738 1598                                   Ohiyo                U.S.A.
## 1739  761              Oialla by Bojessen (Malmo)               Germany
## 1740 2142              Oialla by Bojessen (Malmo)               Germany
## 1741  457                      Olive and Sinclair                U.S.A.
## 1742  457                      Olive and Sinclair                U.S.A.
## 1743  486                      Olive and Sinclair                U.S.A.
## 1744  486                      Olive and Sinclair                U.S.A.
## 1745  688                                  Olivia                Canada
## 1746  688                                  Olivia                Canada
## 1747  688                                  Olivia                Canada
## 1748  688                                  Olivia                Canada
## 1749  693                                Omanhene                 Ghana
## 1750 1247                                   Omnom               Iceland
## 1751 1247                                   Omnom               Iceland
## 1752 1816                                   Omnom               Iceland
## 1753 2036                                   Omnom               Iceland
## 1754 2514                                 Or Dubh                U.S.A.
## 1755 2518                                 Or Dubh                U.S.A.
## 1756 2518                                 Or Dubh                U.S.A.
## 1757 2680                                  Orfeve           Switzerland
## 1758 2676                                  Orfeve           Switzerland
## 1759 2680                                  Orfeve           Switzerland
## 1760 2676                                  Orfeve           Switzerland
## 1761 1161                             organicfair                Canada
## 1762 1165                             organicfair                Canada
## 1763 1165                             organicfair                Canada
## 1764 1165                             organicfair                Canada
## 1765 1165                             organicfair                Canada
## 1766 2076                             organicfair          South Africa
## 1767  331               Original Beans (Felchlin)           Switzerland
## 1768  341               Original Beans (Felchlin)           Switzerland
## 1769  341               Original Beans (Felchlin)           Switzerland
## 1770  733               Original Beans (Felchlin)           Switzerland
## 1771 1438               Original Beans (Felchlin)           Switzerland
## 1772 1442               Original Beans (Felchlin)           Switzerland
## 1773   24      Original Hawaiin Chocolate Factory                U.S.A.
## 1774  316      Original Hawaiin Chocolate Factory                U.S.A.
## 1775  859                                Orquidea                  Peru
## 1776  859                                Orquidea                  Peru
## 1777  266                                  Pacari               Ecuador
## 1778  224                                  Pacari               Ecuador
## 1779  224                                  Pacari               Ecuador
## 1780  224                                  Pacari               Ecuador
## 1781  266                                  Pacari               Ecuador
## 1782  721                                  Pacari               Ecuador
## 1783  817                                  Pacari               Ecuador
## 1784  863                                  Pacari               Ecuador
## 1785 1415                                  Pacari               Ecuador
## 1786 1415                                  Pacari               Ecuador
## 1787 1415                                  Pacari               Ecuador
## 1788 1415                                  Pacari               Ecuador
## 1789 1848                                  Pacari               Ecuador
## 1790 2234                              Palet D'Or                 Japan
## 1791 2230                              Palet D'Or                 Japan
## 1792 2234                              Palet D'Or                 Japan
## 1793 1239                         Palette de Bine                Canada
## 1794 1303                         Palette de Bine                Canada
## 1795 1399                         Palette de Bine                Canada
## 1796 1239                         Palette de Bine                Canada
## 1797 1399                         Palette de Bine                Canada
## 1798 1570                         Palette de Bine                Canada
## 1799 1570                         Palette de Bine                Canada
## 1800 1574                         Palette de Bine                Canada
## 1801 1574                         Palette de Bine                Canada
## 1802 1720                         Palette de Bine                Canada
## 1803 1720                         Palette de Bine                Canada
## 1804 1992                         Palette de Bine                Canada
## 1805 2000                         Palette de Bine                Canada
## 1806 1992                         Palette de Bine                Canada
## 1807 2286                         Palette de Bine                Canada
## 1808 1860                                  Pangea                 Spain
## 1809 2334                                  Pangea                 Spain
## 1810 2334                                  Pangea                 Spain
## 1811 2298                                  Pangea                 Spain
## 1812 2298                                  Pangea                 Spain
## 1813 2302                                  Pangea                 Spain
## 1814 2302                                  Pangea                 Spain
## 1815 1363                                 Park 75                U.S.A.
## 1816 1251                              Parliament                U.S.A.
## 1817 1255                              Parliament                U.S.A.
## 1818 1542                              Parliament                U.S.A.
## 1819 1856                              Parliament                U.S.A.
## 1820 2274                          Parre Chocolat                U.S.A.
## 1821 2274                          Parre Chocolat                U.S.A.
## 1822 2278                          Parre Chocolat                U.S.A.
## 1823 1137                                  Pascha                  Peru
## 1824 1137                                  Pascha                  Peru
## 1825  196                                  Patric                U.S.A.
## 1826  439                                  Patric                U.S.A.
## 1827  439                                  Patric                U.S.A.
## 1828  331                                  Patric                U.S.A.
## 1829  636                                  Patric                U.S.A.
## 1830 1034                                  Patric                U.S.A.
## 1831 1271                              Paul Young                  U.K.
## 1832 1271                              Paul Young                  U.K.
## 1833 1454                                 Peppalo                U.S.A.
## 1834 2258                               Perrenial                U.S.A.
## 1835 2294                           Petite Patrie                Canada
## 1836   93                        Pierre Marcolini               Belgium
## 1837   93                        Pierre Marcolini               Belgium
## 1838   81                        Pierre Marcolini               Belgium
## 1839  166                        Pierre Marcolini               Belgium
## 1840  129                        Pierre Marcolini               Belgium
## 1841  111                        Pierre Marcolini               Belgium
## 1842  141                        Pierre Marcolini               Belgium
## 1843  414                        Pierre Marcolini               Belgium
## 1844  445                        Pierre Marcolini               Belgium
## 1845  478                        Pierre Marcolini               Belgium
## 1846  531                        Pierre Marcolini               Belgium
## 1847  478                        Pierre Marcolini               Belgium
## 1848  516                        Pierre Marcolini               Belgium
## 1849 1658                        Pierre Marcolini               Belgium
## 1850 2342                        Pierre Marcolini               Belgium
## 1851 2342                        Pierre Marcolini               Belgium
## 1852 2700                        Pierre Marcolini               Belgium
## 1853 2462                        Piety and Desire                U.S.A.
## 1854 2462                        Piety and Desire                U.S.A.
## 1855 2462                        Piety and Desire                U.S.A.
## 1856 1772                                Pinellas                U.S.A.
## 1857 1315                              Pitch Dark                U.S.A.
## 1858 1311                              Pitch Dark                U.S.A.
## 1859 1319                              Pitch Dark                U.S.A.
## 1860 1319                              Pitch Dark                U.S.A.
## 1861 1506                              Pitch Dark                U.S.A.
## 1862 1506                              Pitch Dark                U.S.A.
## 1863 1510                              Pitch Dark                U.S.A.
## 1864 1510                              Pitch Dark                U.S.A.
## 1865 1510                              Pitch Dark                U.S.A.
## 1866 2530                              Pollinator                U.S.A.
## 1867 2530                              Pollinator                U.S.A.
## 1868 2530                              Pollinator                U.S.A.
## 1869  829                     Pomm (aka Dead Dog)                U.S.A.
## 1870  829                     Pomm (aka Dead Dog)                U.S.A.
## 1871 2582                          Poppy and Peep                U.S.A.
## 1872 2582                          Poppy and Peep                U.S.A.
## 1873 2586                          Poppy and Peep                U.S.A.
## 1874  607                                 Potomac                U.S.A.
## 1875  789                                 Potomac                U.S.A.
## 1876  654                                 Potomac                U.S.A.
## 1877  647                                 Potomac                U.S.A.
## 1878  789                                 Potomac                U.S.A.
## 1879 1387                                 Potomac                U.S.A.
## 1880 1820                                 Potomac                U.S.A.
## 1881 2076                                 Potomac                U.S.A.
## 1882 2538                                 Potomac                U.S.A.
## 1883 2622                                 Potomac                U.S.A.
## 1884   40                                  Pralus                France
## 1885   99                                  Pralus                France
## 1886   99                                  Pralus                France
## 1887  105                                  Pralus                France
## 1888   99                                  Pralus                France
## 1889   32                                  Pralus                France
## 1890   93                                  Pralus                France
## 1891  162                                  Pralus                France
## 1892  280                                  Pralus                France
## 1893  202                                  Pralus                France
## 1894  280                                  Pralus                France
## 1895  451                                  Pralus                France
## 1896  486                                  Pralus                France
## 1897  717                                  Pralus                France
## 1898 1446                                  Pralus                France
## 1899 2406                                  Pralus                France
## 1900 2410                                  Pralus                France
## 1901 2410                                  Pralus                France
## 1902 2414                                  Pralus                France
## 1903 2418                                  Pralus                France
## 1904 2410                                  Pralus                France
## 1905 2414                                  Pralus                France
## 1906 2410                                  Pralus                France
## 1907 2414                                  Pralus                France
## 1908 2418                                  Pralus                France
## 1909 2118                          Primo Botanica                U.S.A.
## 1910 2118                          Primo Botanica                U.S.A.
## 1911 2318                      Public Chocolatory           South Korea
## 1912 1223                      Pump Street Bakery                  U.K.
## 1913 1227                      Pump Street Bakery                  U.K.
## 1914 1223                      Pump Street Bakery                  U.K.
## 1915 1223                      Pump Street Bakery                  U.K.
## 1916 1688                      Pump Street Bakery                  U.K.
## 1917 1502                      Pump Street Bakery                  U.K.
## 1918 1530                      Pump Street Bakery                  U.K.
## 1919 1872                      Pump Street Bakery                  U.K.
## 1920 1956                      Pump Street Bakery                  U.K.
## 1921 2166                      Pump Street Bakery                  U.K.
## 1922  931                            Pura Delizia                 Italy
## 1923 1988                            Pura Delizia                 Italy
## 1924 1988                            Pura Delizia                 Italy
## 1925 1984                            Pura Delizia                 Italy
## 1926 1988                            Pura Delizia                 Italy
## 1927 1988                            Pura Delizia                 Italy
## 1928  935                             Q Chocolate                Brazil
## 1929  935                             Q Chocolate                Brazil
## 1930 1069                             Q Chocolate                Brazil
## 1931 1057                             Q Chocolate                Brazil
## 1932 1069                             Q Chocolate                Brazil
## 1933 1057                             Q Chocolate                Brazil
## 1934 2238                                   Qantu                Canada
## 1935 2426                                   Qantu                Canada
## 1936 2470                                   Qantu                Canada
## 1937 2506                                   Qantu                Canada
## 1938 2594                                   Qantu                Canada
## 1939 1796                      Quetzalli (Wolter)                Mexico
## 1940 1800                      Quetzalli (Wolter)                Mexico
## 1941  785                                   Raaka                U.S.A.
## 1942  959                                   Raaka                U.S.A.
## 1943 1708                                   Raaka                U.S.A.
## 1944 1788                                   Raaka                U.S.A.
## 1945 2032                                   Raaka                U.S.A.
## 1946 2032                                   Raaka                U.S.A.
## 1947  470                           Rain Republic             Guatemala
## 1948  565                      Rancho San Jacinto               Ecuador
## 1949 1558                                  Ranger                U.S.A.
## 1950 1562                                  Ranger                U.S.A.
## 1951 1562                                  Ranger                U.S.A.
## 1952 2668                                  Ranger                U.S.A.
## 1953 1872                         Raoul Boulanger                France
## 1954 2166                                  Raphio                U.S.A.
## 1955 2158                                  Raphio                U.S.A.
## 1956 2158                                  Raphio                U.S.A.
## 1957 2330                                  Raphio                U.S.A.
## 1958 2334                                  Raphio                U.S.A.
## 1959 2618                                  Raphio                U.S.A.
## 1960  867                               Raw Cocoa                Poland
## 1961  147      Republica del Cacao (aka Confecta)               Ecuador
## 1962  147      Republica del Cacao (aka Confecta)               Ecuador
## 1963  170      Republica del Cacao (aka Confecta)               Ecuador
## 1964  439      Republica del Cacao (aka Confecta)               Ecuador
## 1965  494      Republica del Cacao (aka Confecta)               Ecuador
## 1966  745                                  Ritual                U.S.A.
## 1967  967                                  Ritual                U.S.A.
## 1968  979                                  Ritual                U.S.A.
## 1969  891                                  Ritual                U.S.A.
## 1970 1181                                  Ritual                U.S.A.
## 1971 1089                                  Ritual                U.S.A.
## 1972 1466                                  Ritual                U.S.A.
## 1973 1466                                  Ritual                U.S.A.
## 1974 1860                                  Ritual                U.S.A.
## 1975 2008                                  Ritual                U.S.A.
## 1976 2282                                  Ritual                U.S.A.
## 1977 2418                                  Ritual                U.S.A.
## 1978 2514                                  Ritual                U.S.A.
## 1979 2080                               River-Sea                U.S.A.
## 1980 2354                               River-Sea                U.S.A.
## 1981 2354                               River-Sea                U.S.A.
## 1982 1844                        Roasting Masters           South Korea
## 1983 1844                        Roasting Masters           South Korea
## 1984 1844                        Roasting Masters           South Korea
## 1985 1061        Robert (aka Chocolaterie Robert)            Madagascar
## 1986 1061        Robert (aka Chocolaterie Robert)            Madagascar
## 1987  923          Rococo (Grenada Chocolate Co.)                  U.K.
## 1988  213                                   Rogue                U.S.A.
## 1989  213                                   Rogue                U.S.A.
## 1990  213                                   Rogue                U.S.A.
## 1991  213                                   Rogue                U.S.A.
## 1992  327                                   Rogue                U.S.A.
## 1993  565                                   Rogue                U.S.A.
## 1994  793                                   Rogue                U.S.A.
## 1995  979                                   Rogue                U.S.A.
## 1996 1038                                   Rogue                U.S.A.
## 1997 1081                                   Rogue                U.S.A.
## 1998 1193                                   Rogue                U.S.A.
## 1999 1081                                   Rogue                U.S.A.
## 2000 1209                                   Rogue                U.S.A.
## 2001 1566                                   Rogue                U.S.A.
## 2002 1446                                   Rogue                U.S.A.
## 2003 1748                                   Rogue                U.S.A.
## 2004  717                             Rozsavolgyi               Hungary
## 2005  765                             Rozsavolgyi               Hungary
## 2006  713                             Rozsavolgyi               Hungary
## 2007  717                             Rozsavolgyi               Hungary
## 2008  871                             Rozsavolgyi               Hungary
## 2009  809                             Rozsavolgyi               Hungary
## 2010  871                             Rozsavolgyi               Hungary
## 2011 2004                             Rozsavolgyi               Hungary
## 2012 2672                             Rozsavolgyi               Hungary
## 2013 1964                                   Ruket                 Italy
## 2014 2036                                   Ruket                 Italy
## 2015 2036                                   Ruket                 Italy
## 2016 2668                                   Ruket                 Italy
## 2017 2660                                   Ruket                 Italy
## 2018  615                                S.A.I.D.                 Italy
## 2019  615                                S.A.I.D.                 Italy
## 2020  607                                S.A.I.D.                 Italy
## 2021  615                                S.A.I.D.                 Italy
## 2022  615                                S.A.I.D.                 Italy
## 2023  813                                  Sacred                U.S.A.
## 2024  813                                  Sacred                U.S.A.
## 2025  288                                 Salgado             Argentina
## 2026  288                                 Salgado             Argentina
## 2027  288                                 Salgado             Argentina
## 2028  292                                 Salgado             Argentina
## 2029 2004                                San Jose               Ecuador
## 2030   32           Santander (Compania Nacional)              Colombia
## 2031   32           Santander (Compania Nacional)              Colombia
## 2032   32           Santander (Compania Nacional)              Colombia
## 2033  404           Santander (Compania Nacional)              Colombia
## 2034  414           Santander (Compania Nacional)              Colombia
## 2035  761                                 Santome                France
## 2036   15                        Scharffen Berger                U.S.A.
## 2037   40                        Scharffen Berger                U.S.A.
## 2038   56                        Scharffen Berger                U.S.A.
## 2039   56                        Scharffen Berger                U.S.A.
## 2040   15                        Scharffen Berger                U.S.A.
## 2041  117                        Scharffen Berger                U.S.A.
## 2042  135                        Scharffen Berger                U.S.A.
## 2043  188                        Scharffen Berger                U.S.A.
## 2044  135                        Scharffen Berger                U.S.A.
## 2045  227                        Scharffen Berger                U.S.A.
## 2046  336                        Scharffen Berger                U.S.A.
## 2047  445                        Scharffen Berger                U.S.A.
## 2048  336                        Scharffen Berger                U.S.A.
## 2049  464                        Scharffen Berger                U.S.A.
## 2050  464                        Scharffen Berger                U.S.A.
## 2051  781                        Scharffen Berger                U.S.A.
## 2052  959                        Scharffen Berger                U.S.A.
## 2053 1658                                Seaforth                  U.K.
## 2054 1658                                Seaforth                  U.K.
## 2055 2104                                Seahorse                U.S.A.
## 2056 2108                                Seahorse                U.S.A.
## 2057 2104                                Seahorse                U.S.A.
## 2058 2446                                Seahorse                U.S.A.
## 2059 2446                                Seahorse                U.S.A.
## 2060 2660                                Seahorse                U.S.A.
## 2061 2590                                Seahorse                U.S.A.
## 2062 2594                                Seahorse                U.S.A.
## 2063 2660                                Seahorse                U.S.A.
## 2064 2370                   Shane Chocolate Works                U.S.A.
## 2065 2370                   Shane Chocolate Works                U.S.A.
## 2066 2366                   Shane Chocolate Works                U.S.A.
## 2067 1335                          Shark Mountain                U.S.A.
## 2068 1335                          Shark Mountain                U.S.A.
## 2069 1466                          Shark Mountain                U.S.A.
## 2070 1450                          Shark Mountain                U.S.A.
## 2071 1450                          Shark Mountain                U.S.A.
## 2072 1466                          Shark Mountain                U.S.A.
## 2073  713                                 Shark's                U.S.A.
## 2074  721                                 Shark's                U.S.A.
## 2075  757                                Shattell                  Peru
## 2076 1884                                Shattell                  Peru
## 2077 1586                                    Sibu            Costa Rica
## 2078 1586                                    Sibu            Costa Rica
## 2079  911                               Sibu Sura                U.S.A.
## 2080  717                          Silvio Bessone                 Italy
## 2081  741                          Silvio Bessone                 Italy
## 2082  725                          Silvio Bessone                 Italy
## 2083  729                          Silvio Bessone                 Italy
## 2084 1339                                  Sirene                Canada
## 2085 1339                                  Sirene                Canada
## 2086 1343                                  Sirene                Canada
## 2087 1502                                  Sirene                Canada
## 2088 1506                                  Sirene                Canada
## 2089 1614                                  Sirene                Canada
## 2090 1614                                  Sirene                Canada
## 2091 1650                                  Sirene                Canada
## 2092 1788                                  Sirene                Canada
## 2093 1856                                  Sirene                Canada
## 2094 1860                                  Sirene                Canada
## 2095 1996                                  Sirene                Canada
## 2096 2652                                  Sirene                Canada
## 2097 2652                                  Sirene                Canada
## 2098 1454                                Sjolinds                U.S.A.
## 2099 1462                                Sjolinds                U.S.A.
## 2100 1626                  Smooth Chocolator, The             Australia
## 2101 1666                  Smooth Chocolator, The             Australia
## 2102 1618                  Smooth Chocolator, The             Australia
## 2103 1622                  Smooth Chocolator, The             Australia
## 2104 1662                  Smooth Chocolator, The             Australia
## 2105 1622                  Smooth Chocolator, The             Australia
## 2106 1622                  Smooth Chocolator, The             Australia
## 2107 1666                  Smooth Chocolator, The             Australia
## 2108 1622                  Smooth Chocolator, The             Australia
## 2109 1864                  Smooth Chocolator, The             Australia
## 2110 1908                  Smooth Chocolator, The             Australia
## 2111 1740                  Smooth Chocolator, The             Australia
## 2112 1756                  Smooth Chocolator, The             Australia
## 2113 1864                  Smooth Chocolator, The             Australia
## 2114 1740                  Smooth Chocolator, The             Australia
## 2115 1940                  Smooth Chocolator, The             Australia
## 2116 1952                  Smooth Chocolator, The             Australia
## 2117  502                       Snake & Butterfly                U.S.A.
## 2118  502                       Snake & Butterfly                U.S.A.
## 2119  693                       Snake & Butterfly                U.S.A.
## 2120 2112                                   Soeka             Amsterdam
## 2121 1968                                  Soklet                 India
## 2122 1518                               Sol Cacao                U.S.A.
## 2123 1812                               Sol Cacao                U.S.A.
## 2124 1840                                 Solkiki                  U.K.
## 2125 1840                                 Solkiki                  U.K.
## 2126 2366                                 Solkiki                  U.K.
## 2127 1792                           Solomons Gold           New Zealand
## 2128 1796                           Solomons Gold           New Zealand
## 2129 1157                                Solstice                U.S.A.
## 2130 1157                                Solstice                U.S.A.
## 2131 1161                                Solstice                U.S.A.
## 2132 1161                                Solstice                U.S.A.
## 2133 1161                                Solstice                U.S.A.
## 2134 1335                                Solstice                U.S.A.
## 2135 1992                                Solstice                U.S.A.
## 2136 2068                                Solstice                U.S.A.
## 2137 2660                                Solstice                U.S.A.
## 2138  377                                    Soma                Canada
## 2139  387                                    Soma                Canada
## 2140  377                                    Soma                Canada
## 2141  387                                    Soma                Canada
## 2142  387                                    Soma                Canada
## 2143  387                                    Soma                Canada
## 2144  607                                    Soma                Canada
## 2145  676                                    Soma                Canada
## 2146  676                                    Soma                Canada
## 2147  688                                    Soma                Canada
## 2148  682                                    Soma                Canada
## 2149  676                                    Soma                Canada
## 2150  676                                    Soma                Canada
## 2151  817                                    Soma                Canada
## 2152  951                                    Soma                Canada
## 2153  967                                    Soma                Canada
## 2154  983                                    Soma                Canada
## 2155  833                                    Soma                Canada
## 2156  951                                    Soma                Canada
## 2157  867                                    Soma                Canada
## 2158  867                                    Soma                Canada
## 2159 1073                                    Soma                Canada
## 2160 1030                                    Soma                Canada
## 2161 1077                                    Soma                Canada
## 2162 1173                                    Soma                Canada
## 2163 1019                                    Soma                Canada
## 2164 1073                                    Soma                Canada
## 2165 1077                                    Soma                Canada
## 2166 1077                                    Soma                Canada
## 2167 1077                                    Soma                Canada
## 2168 1081                                    Soma                Canada
## 2169 1177                                    Soma                Canada
## 2170 1307                                    Soma                Canada
## 2171 1339                                    Soma                Canada
## 2172 1227                                    Soma                Canada
## 2173 1307                                    Soma                Canada
## 2174 1259                                    Soma                Canada
## 2175 1307                                    Soma                Canada
## 2176 1594                                    Soma                Canada
## 2177 1594                                    Soma                Canada
## 2178 1832                                    Soma                Canada
## 2179 1820                                    Soma                Canada
## 2180 1820                                    Soma                Canada
## 2181 1828                                    Soma                Canada
## 2182 1828                                    Soma                Canada
## 2183 1828                                    Soma                Canada
## 2184 1828                                    Soma                Canada
## 2185 2016                                    Soma                Canada
## 2186 2016                                    Soma                Canada
## 2187 2068                                    Soma                Canada
## 2188 2242                                    Soma                Canada
## 2189 2242                                    Soma                Canada
## 2190 2680                                    Soma                Canada
## 2191 2638                                    Soma                Canada
## 2192 2638                                    Soma                Canada
## 2193 2700                                    Soma                Canada
## 2194 1367                              Somerville                U.S.A.
## 2195 1395                              Somerville                U.S.A.
## 2196 1932                                    Soul                Canada
## 2197 1936                                    Soul                Canada
## 2198 1936                                    Soul                Canada
## 2199 1936                                    Soul                Canada
## 2200 1936                                    Soul                Canada
## 2201 1940                                    Soul                Canada
## 2202  793                               Spagnvola                U.S.A.
## 2203  793                               Spagnvola                U.S.A.
## 2204  793                               Spagnvola                U.S.A.
## 2205 1434                                 Spencer             Australia
## 2206 1792                                 Spencer             Australia
## 2207 1792                                 Spencer             Australia
## 2208 1792                                 Spencer             Australia
## 2209 1932                                 Spencer                U.S.A.
## 2210 1932                                 Spencer                U.S.A.
## 2211 1932                                 Spencer                U.S.A.
## 2212 2684                               Spinnaker                U.S.A.
## 2213 2684                               Spinnaker                U.S.A.
## 2214 2684                               Spinnaker                U.S.A.
## 2215 1057                     Sprungli (Felchlin)           Switzerland
## 2216 1121                                   SRSLY                U.S.A.
## 2217 1113                                   SRSLY                U.S.A.
## 2218 1634                               Starchild                U.S.A.
## 2219 1692                               Starchild                U.S.A.
## 2220 1692                               Starchild                U.S.A.
## 2221 1692                               Starchild                U.S.A.
## 2222 1696                               Starchild                U.S.A.
## 2223  729                   Stella (aka Bernrain)           Switzerland
## 2224  859                   Stella (aka Bernrain)           Switzerland
## 2225 1291                            Stone Grindz                U.S.A.
## 2226 1291                            Stone Grindz                U.S.A.
## 2227 2012                            Stone Grindz                U.S.A.
## 2228  939                          StRita Supreme                U.S.A.
## 2229  943                          StRita Supreme                U.S.A.
## 2230  943                          StRita Supreme                U.S.A.
## 2231 1157                         Sublime Origins                U.S.A.
## 2232 1157                         Sublime Origins                U.S.A.
## 2233 1800                              Summerbird               Denmark
## 2234 1800                              Summerbird               Denmark
## 2235 1796                        Suruca Chocolate             Venezuela
## 2236 1796                        Suruca Chocolate             Venezuela
## 2237 1618                    Svenska Kakaobolaget                Sweden
## 2238 2434                    Svenska Kakaobolaget                Sweden
## 2239 2634                             sweet beans                U.S.A.
## 2240 2634                             sweet beans                U.S.A.
## 2241 2634                             sweet beans                U.S.A.
## 2242 2634                             sweet beans                U.S.A.
## 2243 2242                          Sweet Escalier                 Japan
## 2244 2234                          Sweet Escalier                 Japan
## 2245 2234                          Sweet Escalier                 Japan
## 2246 2242                          Sweet Escalier                 Japan
## 2247 2230                          Sweet Escalier                 Japan
## 2248 2474                               Sweetness                Canada
## 2249 2470                               Sweetness                Canada
## 2250 2482                               Sweetness                Canada
## 2251  761                            Szanto Tibor               Hungary
## 2252  939                            Szanto Tibor               Hungary
## 2253  939                            Szanto Tibor               Hungary
## 2254  939                            Szanto Tibor               Hungary
## 2255 1193                            Szanto Tibor               Hungary
## 2256 1185                            Szanto Tibor               Hungary
## 2257 1185                            Szanto Tibor               Hungary
## 2258 1263                            Szanto Tibor               Hungary
## 2259 1263                            Szanto Tibor               Hungary
## 2260 1668                            Szanto Tibor               Hungary
## 2261 1704                            Szanto Tibor               Hungary
## 2262 1704                            Szanto Tibor               Hungary
## 2263 1708                            Szanto Tibor               Hungary
## 2264 1708                            Szanto Tibor               Hungary
## 2265 1704                            Szanto Tibor               Hungary
## 2266 1105                                   Tabal                U.S.A.
## 2267 1101                                   Tabal                U.S.A.
## 2268 1101                                   Tabal                U.S.A.
## 2269 1105                                   Tabal                U.S.A.
## 2270 1680             Tablette (aka Vanillabeans)                 Japan
## 2271 1450             Tablette (aka Vanillabeans)                 Japan
## 2272 1450             Tablette (aka Vanillabeans)                 Japan
## 2273 1450             Tablette (aka Vanillabeans)                 Japan
## 2274 2286                                    Tala               Vietnam
## 2275 2286                                    Tala               Vietnam
## 2276 1868                          Tan Ban Skrati              Suriname
## 2277 2262                           Taste Artisan                U.S.A.
## 2278 2326                           Taste Artisan                U.S.A.
## 2279 2326                           Taste Artisan                U.S.A.
## 2280 1646     Taste Artisan aka Coleman and Davis                U.S.A.
## 2281 2306                               Taucherli           Switzerland
## 2282 2306                               Taucherli           Switzerland
## 2283 2566                             Taylor Made                U.S.A.
## 2284  180                                    Taza                U.S.A.
## 2285  451                                    Taza                U.S.A.
## 2286  785                                    Taza                U.S.A.
## 2287 1271                                    Taza                U.S.A.
## 2288  199                                    TCHO                U.S.A.
## 2289  280                                    TCHO                U.S.A.
## 2290  284                                    TCHO                U.S.A.
## 2291  280                                    TCHO                U.S.A.
## 2292  387                                    TCHO                U.S.A.
## 2293  387                                    TCHO                U.S.A.
## 2294  915                                    TCHO                U.S.A.
## 2295 1716                                    TCHO                U.S.A.
## 2296  821                                   Tejas                U.S.A.
## 2297  801                                   Tejas                U.S.A.
## 2298  829                                   Tejas                U.S.A.
## 2299  967                                   Tejas                U.S.A.
## 2300  801                                   Tejas                U.S.A.
## 2301  805                                   Tejas                U.S.A.
## 2302  829                                   Tejas                U.S.A.
## 2303  971                                   Tejas                U.S.A.
## 2304  817                                   Tejas                U.S.A.
## 2305  825                                   Tejas                U.S.A.
## 2306  833                                   Tejas                U.S.A.
## 2307  971                                   Tejas                U.S.A.
## 2308  805                                   Tejas                U.S.A.
## 2309  971                                   Tejas                U.S.A.
## 2310 1323                                 Terroir                U.S.A.
## 2311 1323                                 Terroir                U.S.A.
## 2312 1323                                 Terroir                U.S.A.
## 2313 1478                                 Terroir                U.S.A.
## 2314 1482                                 Terroir                U.S.A.
## 2315 1554                                 Terroir                U.S.A.
## 2316 1478                                 Terroir                U.S.A.
## 2317 1478                                 Terroir                U.S.A.
## 2318 1558                                 Terroir                U.S.A.
## 2319 2374                                 Terroir                U.S.A.
## 2320 2358                                 Terroir                U.S.A.
## 2321 2370                                 Terroir                U.S.A.
## 2322 1614                                The Barn                Sweden
## 2323  188                                    Theo                U.S.A.
## 2324  184                                    Theo                U.S.A.
## 2325  184                                    Theo                U.S.A.
## 2326  188                                    Theo                U.S.A.
## 2327  162                                    Theo                U.S.A.
## 2328  903                                    Theo                U.S.A.
## 2329 1684                               Theobroma                 Japan
## 2330 2414            Thistle & Rose aka Aggie USU                U.S.A.
## 2331 2182                                  Tibito              Colombia
## 2332 2182                                  Tibito              Colombia
## 2333 1836                           Timo A. Meyer               Germany
## 2334 2358                              Tiny House                U.S.A.
## 2335 2510                                   To'ak               Ecuador
## 2336 1418                     To'ak (Ecuatoriana)               Ecuador
## 2337  895                  Tobago Estate (Pralus)                France
## 2338  789                                  Tocoti                U.S.A.
## 2339  789                                  Tocoti                U.S.A.
## 2340  927                                  Tocoti                U.S.A.
## 2341 2064                                  Tosier                  U.K.
## 2342 2060                                  Tosier                  U.K.
## 2343 2060                                  Tosier                  U.K.
## 2344 2270                                  Tosier                  U.K.
## 2345 2314                             Tree to Bar           South Korea
## 2346 1239                               Treehouse                U.S.A.
## 2347  907                Treehouse aka Indaphoria                U.S.A.
## 2348  821                Treehouse aka Indaphoria                U.S.A.
## 2349 2526                       Triangle Roasters                U.S.A.
## 2350 2526                       Triangle Roasters                U.S.A.
## 2351 2530                       Triangle Roasters                U.S.A.
## 2352 2664                       Triangle Roasters                U.S.A.
## 2353 2210                                  Tribar                  Peru
## 2354 2218                                  Tribar                  Peru
## 2355 2490                                   Tribe                Canada
## 2356 2490                                   Tribe                Canada
## 2357 2470                                   Tribe                Canada
## 2358  753                         Tsara (Cinagra)            Madagascar
## 2359  753                  twenty-four blackbirds                U.S.A.
## 2360 1026                  twenty-four blackbirds                U.S.A.
## 2361 1022                  twenty-four blackbirds                U.S.A.
## 2362 1235                  twenty-four blackbirds                U.S.A.
## 2363 1700                  twenty-four blackbirds                U.S.A.
## 2364 1700                  twenty-four blackbirds                U.S.A.
## 2365 1996                  twenty-four blackbirds                U.S.A.
## 2366 1740                              Two Ravens                U.S.A.
## 2367  709                     Un Dimanche A Paris                France
## 2368 2000                                 Uncouth                Canada
## 2369 2004                                 Uncouth                Canada
## 2370 2004                                 Uncouth                Canada
## 2371 1438                                  Undone                U.S.A.
## 2372 1438                                  Undone                U.S.A.
## 2373 1752                                Upchurch                U.S.A.
## 2374 1752                                Upchurch                U.S.A.
## 2375 1327                                    Urzi                 Italy
## 2376 1968                                 Utopick                 Spain
## 2377 2210                                 Utopick                 Spain
## 2378 2478                                    Vaka                Canada
## 2379   75                                Valrhona                France
## 2380   63                                Valrhona                France
## 2381   75                                Valrhona                France
## 2382   75                                Valrhona                France
## 2383   63                                Valrhona                France
## 2384  147                                Valrhona                France
## 2385  153                                Valrhona                France
## 2386  157                                Valrhona                France
## 2387  117                                Valrhona                France
## 2388  162                                Valrhona                France
## 2389  129                                Valrhona                France
## 2390  129                                Valrhona                France
## 2391  395                                Valrhona                France
## 2392  327                                Valrhona                France
## 2393  370                                Valrhona                France
## 2394  709                                Valrhona                France
## 2395  757                                Valrhona                France
## 2396  931                                Valrhona                France
## 2397 1145                                Valrhona                France
## 2398 1153                                Valrhona                France
## 2399 1510                                Valrhona                France
## 2400 1972                                Valrhona                France
## 2401  963               Vanleer (Barry Callebaut)                U.S.A.
## 2402  963               Vanleer (Barry Callebaut)                U.S.A.
## 2403  404           Vao Vao (Chocolaterie Robert)            Madagascar
## 2404  404           Vao Vao (Chocolaterie Robert)            Madagascar
## 2405  404           Vao Vao (Chocolaterie Robert)            Madagascar
## 2406  404           Vao Vao (Chocolaterie Robert)            Madagascar
## 2407  404           Vao Vao (Chocolaterie Robert)            Madagascar
## 2408  404           Vao Vao (Chocolaterie Robert)            Madagascar
## 2409 1470                                  Vicuna                U.S.A.
## 2410 1470                                  Vicuna                U.S.A.
## 2411 2186                                  Vicuna                U.S.A.
## 2412 2186                                  Vicuna                U.S.A.
## 2413 2190                                  Vicuna                U.S.A.
## 2414  991                                  Videri                U.S.A.
## 2415 1117                                  Videri                U.S.A.
## 2416 1211                                  Videri                U.S.A.
## 2417 1211                                  Videri                U.S.A.
## 2418 1227                                  Videri                U.S.A.
## 2419 2578                                  Videri                U.S.A.
## 2420 2578                                  Videri                U.S.A.
## 2421 2578                                  Videri                U.S.A.
## 2422 2578                                  Videri                U.S.A.
## 2423  951                    Vietcacao (A. Morin)                France
## 2424 1205                     Vintage Plantations                U.S.A.
## 2425  153          Vintage Plantations (Tulicorp)                U.S.A.
## 2426  153          Vintage Plantations (Tulicorp)                U.S.A.
## 2427  153          Vintage Plantations (Tulicorp)                U.S.A.
## 2428  153          Vintage Plantations (Tulicorp)                U.S.A.
## 2429 1458                              Violet Sky                U.S.A.
## 2430 1502                              Violet Sky                U.S.A.
## 2431 1458                              Violet Sky                U.S.A.
## 2432 1458                              Violet Sky                U.S.A.
## 2433 1458                              Violet Sky                U.S.A.
## 2434 1720                                   Vivra                U.S.A.
## 2435 1720                                   Vivra                U.S.A.
## 2436 1724                                   Vivra                U.S.A.
## 2437 2178                                   Vivra                U.S.A.
## 2438 2182                                   Vivra                U.S.A.
## 2439 1756            Wellington Chocolate Factory           New Zealand
## 2440 1756            Wellington Chocolate Factory           New Zealand
## 2441 2012            Wellington Chocolate Factory           New Zealand
## 2442 2092                  White Label aka Mutari                U.S.A.
## 2443 2096                  White Label aka Mutari                U.S.A.
## 2444 2626                  White Label aka Mutari                U.S.A.
## 2445 2626                  White Label aka Mutari                U.S.A.
## 2446 2622                  White Label aka Mutari                U.S.A.
## 2447 2622                  White Label aka Mutari                U.S.A.
## 2448  733                              Whittakers           New Zealand
## 2449 1169                        Wilkie's Organic               Ireland
## 2450 1169                        Wilkie's Organic               Ireland
## 2451 1173                        Wilkie's Organic               Ireland
## 2452 1169                        Wilkie's Organic               Ireland
## 2453  457                          Willie's Cacao                  U.K.
## 2454  457                          Willie's Cacao                  U.K.
## 2455  593                          Willie's Cacao                  U.K.
## 2456  593                          Willie's Cacao                  U.K.
## 2457  593                          Willie's Cacao                  U.K.
## 2458 1109                          Willie's Cacao                  U.K.
## 2459 1227                          Willie's Cacao                  U.K.
## 2460 1848                          Willie's Cacao                  U.K.
## 2461 1912                                      Wm                U.S.A.
## 2462 1912                                      Wm                U.S.A.
## 2463 1916                                      Wm                U.S.A.
## 2464 2406                                      Wm                U.S.A.
## 2465 2346                                      Wm                U.S.A.
## 2466 2652                                      Wm                U.S.A.
## 2467  769                               Woodblock                U.S.A.
## 2468  741                               Woodblock                U.S.A.
## 2469  825                               Woodblock                U.S.A.
## 2470  825                               Woodblock                U.S.A.
## 2471  951                               Woodblock                U.S.A.
## 2472 1042                               Woodblock                U.S.A.
## 2473 1042                               Woodblock                U.S.A.
## 2474 1243                               Woodblock                U.S.A.
## 2475 2656                               Woodblock                U.S.A.
## 2476 1057                                 Xocolat    Dominican Republic
## 2477 2374                            Xocolatisimo           El Salvador
## 2478 2378                            Xocolatisimo           El Salvador
## 2479 2374                            Xocolatisimo           El Salvador
## 2480 2522                                Xocolatl                U.S.A.
## 2481 2518                                Xocolatl                U.S.A.
## 2482 2522                                Xocolatl                U.S.A.
## 2483 1948                                 Xocolla                U.S.A.
## 2484 1948                                 Xocolla                U.S.A.
## 2485 2618                             Zac Squared                U.S.A.
## 2486 2618                             Zac Squared                U.S.A.
## 2487 2618                             Zac Squared                U.S.A.
## 2488 2700                               Zacharias                U.S.A.
## 2489 1574                                   Zak's                U.S.A.
## 2490 1582                                   Zak's                U.S.A.
## 2491 1578                                   Zak's                U.S.A.
## 2492 1578                                   Zak's                U.S.A.
## 2493 1578                                   Zak's                U.S.A.
## 2494 1578                                   Zak's                U.S.A.
## 2495 1824                           Zart Pralinen               Austria
## 2496 1824                           Zart Pralinen               Austria
## 2497 1824                           Zart Pralinen               Austria
## 2498 1820                           Zart Pralinen               Austria
## 2499 1824                           Zart Pralinen               Austria
## 2500 1880                           Zart Pralinen               Austria
## 2501  697                                  Zokoko             Australia
## 2502  701                                  Zokoko             Australia
## 2503  701                                  Zokoko             Australia
## 2504 1780                                  Zokoko             Australia
## 2505 1716                                  Zokoko             Australia
## 2506 2044                       Zoto (Chocolatoa)               Belgium
## 2507 2230                       Zoto (Chocolatoa)               Belgium
## 2508 2064                       Zoto (Chocolatoa)               Belgium
## 2509 2048                       Zoto (Chocolatoa)               Belgium
## 2510  486                                  Zotter               Austria
## 2511  749                                  Zotter               Austria
## 2512  781                                  Zotter               Austria
## 2513  749                                  Zotter               Austria
## 2514  647                                  Zotter               Austria
## 2515  875                                  Zotter               Austria
## 2516  879                                  Zotter               Austria
## 2517  879                                  Zotter               Austria
## 2518  879                                  Zotter               Austria
## 2519  883                                  Zotter               Austria
## 2520  801                                  Zotter               Austria
## 2521  801                                  Zotter               Austria
## 2522  875                                  Zotter               Austria
## 2523  883                                  Zotter               Austria
## 2524  875                                  Zotter               Austria
## 2525  879                                  Zotter               Austria
## 2526 1205                                  Zotter               Austria
## 2527 1996                                  Zotter               Austria
## 2528 2036                                  Zotter               Austria
## 2529 2170                                  Zotter               Austria
## 2530 2170                                  Zotter               Austria
##      review_date country_of_bean_origin
## 1           2019               Tanzania
## 2           2019     Dominican Republic
## 3           2019             Madagascar
## 4           2021                   Fiji
## 5           2021              Venezuela
## 6           2021                 Uganda
## 7           2021                  India
## 8           2012                Bolivia
## 9           2012                   Peru
## 10          2013                 Panama
## 11          2013               Colombia
## 12          2013             Madagascar
## 13          2013                  Burma
## 14          2013                 Brazil
## 15          2013       Papua New Guinea
## 16          2013                   Peru
## 17          2013                   Peru
## 18          2013                Ecuador
## 19          2013              Venezuela
## 20          2013                   Peru
## 21          2014              Venezuela
## 22          2014                   Cuba
## 23          2014              Venezuela
## 24          2014              Venezuela
## 25          2014                   Peru
## 26          2015                   Togo
## 27          2015                   Togo
## 28          2015                   Togo
## 29          2015                   Peru
## 30          2016               Sao Tome
## 31          2018              Venezuela
## 32          2018                   Peru
## 33          2021                 Mexico
## 34          2015                   Peru
## 35          2015                   Peru
## 36          2020                 Mexico
## 37          2020                   Peru
## 38          2011                   Fiji
## 39          2011                   Fiji
## 40          2011                   Fiji
## 41          2011                   Fiji
## 42          2019                Vanuatu
## 43          2019                Vanuatu
## 44          2019                Vanuatu
## 45          2019                Vanuatu
## 46          2009                Ecuador
## 47          2009                Ecuador
## 48          2009                 Mexico
## 49          2010             Madagascar
## 50          2010                 Brazil
## 51          2011              Indonesia
## 52          2013              Venezuela
## 53          2013                   Peru
## 54          2014               Trinidad
## 55          2014                Vietnam
## 56          2014             Madagascar
## 57          2017                 Mexico
## 58          2017                Ecuador
## 59          2017              Nicaragua
## 60          2017               Tanzania
## 61          2017                Vietnam
## 62          2013              Venezuela
## 63          2013     Dominican Republic
## 64          2013                Bolivia
## 65          2013                Bolivia
## 66          2013                   Peru
## 67          2016                Bolivia
## 68          2016                   Peru
## 69          2016              Nicaragua
## 70          2016                Ecuador
## 71          2016                   Peru
## 72          2018     Dominican Republic
## 73          2007              Venezuela
## 74          2007             Madagascar
## 75          2007              Venezuela
## 76          2008              Indonesia
## 77          2009              Venezuela
## 78          2010              Venezuela
## 79          2010     Dominican Republic
## 80          2010                Ecuador
## 81          2011       Papua New Guinea
## 82          2009                Ecuador
## 83          2009                Ecuador
## 84          2009                  Ghana
## 85          2009                  Ghana
## 86          2017                   Peru
## 87          2017                   Peru
## 88          2013                   Peru
## 89          2013                   Peru
## 90          2015                 Belize
## 91          2015             Madagascar
## 92          2015     Dominican Republic
## 93          2015       Papua New Guinea
## 94          2015              Venezuela
## 95          2015                   Peru
## 96          2006                  Blend
## 97          2007                Ecuador
## 98          2007                Jamaica
## 99          2007                Grenada
## 100         2007               Trinidad
## 101         2007                  Blend
## 102         2007              Venezuela
## 103         2012                   Peru
## 104         2018             Madagascar
## 105         2018              Venezuela
## 106         2018              Venezuela
## 107         2018                  Blend
## 108         2019                  Blend
## 109         2010                 Brazil
## 110         2010                 Brazil
## 111         2010                 Brazil
## 112         2010                 Brazil
## 113         2013                 Brazil
## 114         2014     Dominican Republic
## 115         2016                Bolivia
## 116         2021                 Belize
## 117         2021              Guatemala
## 118         2014                 Mexico
## 119         2014                Ecuador
## 120         2014             Madagascar
## 121         2014              Venezuela
## 122         2015                 Brazil
## 123         2015              Guatemala
## 124         2015                 Brazil
## 125         2015                   Peru
## 126         2015     Dominican Republic
## 127         2015                Ecuador
## 128         2015                Ecuador
## 129         2015                 Belize
## 130         2015              Nicaragua
## 131         2016                Ecuador
## 132         2016                Ecuador
## 133         2016                   Fiji
## 134         2016                Vietnam
## 135         2016               Trinidad
## 136         2016                Vietnam
## 137         2016              Guatemala
## 138         2016               Honduras
## 139         2016               Tanzania
## 140         2016              Nicaragua
## 141         2016     Dominican Republic
## 142         2016             Costa Rica
## 143         2016                   Peru
## 144         2017                  India
## 145         2017             Madagascar
## 146         2017                Vietnam
## 147         2017                   Peru
## 148         2017                Bolivia
## 149         2017                  Haiti
## 150         2018               Trinidad
## 151         2018               Colombia
## 152         2019                  India
## 153         2019                  India
## 154         2018              Nicaragua
## 155         2018              Nicaragua
## 156         2018              Nicaragua
## 157         2018              Nicaragua
## 158         2008                  Congo
## 159         2009                 Brazil
## 160         2009              Venezuela
## 161         2009              Indonesia
## 162         2009             Madagascar
## 163         2009                   Peru
## 164         2009     Dominican Republic
## 165         2010              Venezuela
## 166         2010             Costa Rica
## 167         2010                Vietnam
## 168         2010              Indonesia
## 169         2010                Jamaica
## 170         2011                 Panama
## 171         2011                  Haiti
## 172         2012               Colombia
## 173         2013               Trinidad
## 174         2013               Colombia
## 175         2021                  India
## 176         2021             Madagascar
## 177         2021               Tanzania
## 178         2007                 Mexico
## 179         2007                Ecuador
## 180         2009            Philippines
## 181         2011               Tanzania
## 182         2011               Honduras
## 183         2016               Tanzania
## 184         2019        Solomon Islands
## 185         2018            Philippines
## 186         2018            Philippines
## 187         2018            Philippines
## 188         2018            Philippines
## 189         2021               Colombia
## 190         2021     Dominican Republic
## 191         2012                 Brazil
## 192         2012                  Blend
## 193         2012             Madagascar
## 194         2015                  Blend
## 195         2015       Papua New Guinea
## 196         2018                 Brazil
## 197         2015                   Peru
## 198         2015                   Peru
## 199         2019                 Belize
## 200         2019                 Uganda
## 201         2019               Tanzania
## 202         2012     Dominican Republic
## 203         2012                 Mexico
## 204         2012             Madagascar
## 205         2014                   Peru
## 206         2015                 Brazil
## 207         2017             Costa Rica
## 208         2017               Trinidad
## 209         2012             Costa Rica
## 210         2016                Ecuador
## 211         2016     Dominican Republic
## 212         2016                 Brazil
## 213         2019                   Peru
## 214         2017               Malaysia
## 215         2017               Malaysia
## 216         2016                 Brazil
## 217         2016     Dominican Republic
## 218         2016                Ecuador
## 219         2016                Ecuador
## 220         2010             Costa Rica
## 221         2010       Papua New Guinea
## 222         2010                   Peru
## 223         2010                Ecuador
## 224         2016                Bolivia
## 225         2016               Tanzania
## 226         2016     Dominican Republic
## 227         2018                Vietnam
## 228         2021                Vietnam
## 229         2016                 Belize
## 230         2016                 Belize
## 231         2016                 Belize
## 232         2018                Vietnam
## 233         2018                  India
## 234         2018               Malaysia
## 235         2011             Madagascar
## 236         2011              Indonesia
## 237         2013                   Cuba
## 238         2013              Venezuela
## 239         2013              Venezuela
## 240         2013                Ecuador
## 241         2012                  Blend
## 242         2010              Venezuela
## 243         2010              Venezuela
## 244         2010              Indonesia
## 245         2010              Venezuela
## 246         2011             Madagascar
## 247         2011              Venezuela
## 248         2011              Venezuela
## 249         2011                Ecuador
## 250         2015              Nicaragua
## 251         2015             Costa Rica
## 252         2015             Costa Rica
## 253         2015                 Belize
## 254         2018              Venezuela
## 255         2018              Venezuela
## 256         2018              Venezuela
## 257         2008             Madagascar
## 258         2008                  Ghana
## 259         2008                 Panama
## 260         2008     Dominican Republic
## 261         2009     Dominican Republic
## 262         2009             Madagascar
## 263         2009     Dominican Republic
## 264         2009             Madagascar
## 265         2010              Indonesia
## 266         2010             Madagascar
## 267         2010              Venezuela
## 268         2010              Indonesia
## 269         2010                  Blend
## 270         2012                  Ghana
## 271         2018                  Haiti
## 272         2018              Guatemala
## 273         2018     Dominican Republic
## 274         2019                 Belize
## 275         2008     Dominican Republic
## 276         2008              Venezuela
## 277         2008              Nicaragua
## 278         2021     Dominican Republic
## 279         2014                Jamaica
## 280         2021               Colombia
## 281         2021                 Belize
## 282         2009                  Blend
## 283         2013                  Congo
## 284         2012              Guatemala
## 285         2012             Madagascar
## 286         2016              Guatemala
## 287         2016     Dominican Republic
## 288         2016             Madagascar
## 289         2016               Tanzania
## 290         2017                 Belize
## 291         2019               Malaysia
## 292         2019               Malaysia
## 293         2019               Malaysia
## 294         2006                  Blend
## 295         2006              Sri Lanka
## 296         2006                  Blend
## 297         2006              Venezuela
## 298         2006             Madagascar
## 299         2006              Venezuela
## 300         2006              Venezuela
## 301         2007                Ecuador
## 302         2008              Venezuela
## 303         2009                   Peru
## 304         2009            Ivory Coast
## 305         2009                 Mexico
## 306         2009                 Mexico
## 307         2011                Jamaica
## 308         2011                   Cuba
## 309         2011                   Peru
## 310         2011                   Peru
## 311         2011                 Brazil
## 312         2011                 Brazil
## 313         2011                  Haiti
## 314         2011             Madagascar
## 315         2013                  Gabon
## 316         2013                 Brazil
## 317         2014     Dominican Republic
## 318         2014                  Blend
## 319         2014                 Brazil
## 320         2016                 Mexico
## 321         2018                   Peru
## 322         2018                  Blend
## 323         2021              Nicaragua
## 324         2009                Ecuador
## 325         2009                Ecuador
## 326         2014                 Belize
## 327         2014     Dominican Republic
## 328         2018                Ecuador
## 329         2018                   Peru
## 330         2018                Bolivia
## 331         2021               Tanzania
## 332         2013     Dominican Republic
## 333         2013                Ecuador
## 334         2013                  Ghana
## 335         2013              Venezuela
## 336         2014                 Belize
## 337         2014              Venezuela
## 338         2015     Dominican Republic
## 339         2016              Venezuela
## 340         2016              Nicaragua
## 341         2017     Dominican Republic
## 342         2017                Ecuador
## 343         2015             Madagascar
## 344         2015     Dominican Republic
## 345         2015     Dominican Republic
## 346         2015                 Belize
## 347         2015             Madagascar
## 348         2015              Guatemala
## 349         2013                Jamaica
## 350         2014               Trinidad
## 351         2014             Madagascar
## 352         2014     Dominican Republic
## 353         2014                Ecuador
## 354         2015                Ecuador
## 355         2013     Dominican Republic
## 356         2018                Bolivia
## 357         2018              Guatemala
## 358         2014                Ecuador
## 359         2014               Trinidad
## 360         2014                 Belize
## 361         2014                  Blend
## 362         2014                Ecuador
## 363         2019                Ecuador
## 364         2019                 Taiwan
## 365         2019            Philippines
## 366         2019              Guatemala
## 367         2019              Guatemala
## 368         2019                Bolivia
## 369         2015            Puerto Rico
## 370         2010              Venezuela
## 371         2010     Dominican Republic
## 372         2010     Dominican Republic
## 373         2014                   Peru
## 374         2007              Venezuela
## 375         2007                 Mexico
## 376         2008               Tanzania
## 377         2010     Dominican Republic
## 378         2016                  Haiti
## 379         2018               Colombia
## 380         2018               Colombia
## 381         2018               Colombia
## 382         2014              Venezuela
## 383         2014              Venezuela
## 384         2014              Venezuela
## 385         2014              Venezuela
## 386         2015              Venezuela
## 387         2015              Venezuela
## 388         2015              Venezuela
## 389         2018              Venezuela
## 390         2019              Venezuela
## 391         2019              Venezuela
## 392         2018              Venezuela
## 393         2014               Colombia
## 394         2014               Colombia
## 395         2014               Colombia
## 396         2014               Colombia
## 397         2015               Colombia
## 398         2016               Colombia
## 399         2016               Colombia
## 400         2016               Honduras
## 401         2011     Dominican Republic
## 402         2011     Dominican Republic
## 403         2011     Dominican Republic
## 404         2012     Dominican Republic
## 405         2009                 Mexico
## 406         2009                 Mexico
## 407         2010                Grenada
## 408         2010             Madagascar
## 409         2010              Venezuela
## 410         2010              Venezuela
## 411         2010                Ecuador
## 412         2010       Papua New Guinea
## 413         2016                  Congo
## 414         2020     Dominican Republic
## 415         2020                   Peru
## 416         2020                Ecuador
## 417         2015             Madagascar
## 418         2015                   Peru
## 419         2015                Vietnam
## 420         2018                  Ghana
## 421         2018     Dominican Republic
## 422         2018                Ecuador
## 423         2021                   Peru
## 424         2021                   Peru
## 425         2021                   Peru
## 426         2021                   Peru
## 427         2008                Ecuador
## 428         2008                Ecuador
## 429         2008                Ecuador
## 430         2008                Ecuador
## 431         2007                Ecuador
## 432         2008                Grenada
## 433         2011               Sao Tome
## 434         2011               Trinidad
## 435         2012              Venezuela
## 436         2013                Ecuador
## 437         2014                   Cuba
## 438         2014     Dominican Republic
## 439         2014                  Blend
## 440         2016              Venezuela
## 441         2016               Tanzania
## 442         2016              Venezuela
## 443         2016                Bolivia
## 444         2016                 Brazil
## 445         2021               Colombia
## 446         2021               Colombia
## 447         2021               Colombia
## 448         2021               Colombia
## 449         2008                Ecuador
## 450         2008                Ecuador
## 451         2008                Ecuador
## 452         2008                Ecuador
## 453         2008                Ecuador
## 454         2008                Ecuador
## 455         2014       Papua New Guinea
## 456         2014       Papua New Guinea
## 457         2021              Nicaragua
## 458         2021               Tanzania
## 459         2021                   Peru
## 460         2021                 Mexico
## 461         2012             Costa Rica
## 462         2012             Costa Rica
## 463         2015             Costa Rica
## 464         2015              Guatemala
## 465         2015             Costa Rica
## 466         2016               Colombia
## 467         2016               Colombia
## 468         2016               Colombia
## 469         2016               Colombia
## 470         2016               Colombia
## 471         2018                  Blend
## 472         2019                 Brazil
## 473         2019                 Brazil
## 474         2013                   Peru
## 475         2013                   Peru
## 476         2013                Bolivia
## 477         2013              Venezuela
## 478         2013              Venezuela
## 479         2013              Nicaragua
## 480         2013     Dominican Republic
## 481         2014     Dominican Republic
## 482         2014               Colombia
## 483         2014               Colombia
## 484         2015               Honduras
## 485         2015              Venezuela
## 486         2015     Dominican Republic
## 487         2016                 Belize
## 488         2017              Venezuela
## 489         2019            Puerto Rico
## 490         2019                 Mexico
## 491         2021                   Peru
## 492         2021              Venezuela
## 493         2014                Ecuador
## 494         2014                   Peru
## 495         2014              Venezuela
## 496         2014                Bolivia
## 497         2009                Ecuador
## 498         2014                 Uganda
## 499         2021             Madagascar
## 500         2021                 Belize
## 501         2021                   Peru
## 502         2017                Bolivia
## 503         2018              Venezuela
## 504         2016                 Belize
## 505         2008                Ecuador
## 506         2010                Ecuador
## 507         2014             Costa Rica
## 508         2018                   Peru
## 509         2019                Ecuador
## 510         2021               Colombia
## 511         2021     Dominican Republic
## 512         2011                  Blend
## 513         2015                Ecuador
## 514         2014                 Belize
## 515         2014                 Belize
## 516         2015                Vietnam
## 517         2015               Malaysia
## 518         2019              Nicaragua
## 519         2019     Dominican Republic
## 520         2015                   Peru
## 521         2015     Dominican Republic
## 522         2015                   Peru
## 523         2019             Madagascar
## 524         2011             Madagascar
## 525         2011              Venezuela
## 526         2016                   Peru
## 527         2016                  Blend
## 528         2016                Bolivia
## 529         2016                 Uganda
## 530         2016              Nicaragua
## 531         2016     Dominican Republic
## 532         2016     Dominican Republic
## 533         2016              Venezuela
## 534         2016                Ecuador
## 535         2014                   Peru
## 536         2015     Dominican Republic
## 537         2015                  Congo
## 538         2015                   Peru
## 539         2012                Ecuador
## 540         2012                   Peru
## 541         2012             Madagascar
## 542         2013                   Peru
## 543         2015                   Peru
## 544         2015              Venezuela
## 545         2021              Venezuela
## 546         2018     Dominican Republic
## 547         2019                  India
## 548         2014                 Mexico
## 549         2018                  India
## 550         2018              Guatemala
## 551         2018                   Peru
## 552         2015              Venezuela
## 553         2011                 Mexico
## 554         2016                 Mexico
## 555         2021              Guatemala
## 556         2021     Dominican Republic
## 557         2021                 Belize
## 558         2007                Ecuador
## 559         2007                Grenada
## 560         2007                  Blend
## 561         2008              Venezuela
## 562         2009                  Blend
## 563         2009                  Blend
## 564         2010                 Mexico
## 565         2010             Madagascar
## 566         2015                 Mexico
## 567         2015                 Mexico
## 568         2009              Venezuela
## 569         2009                 Mexico
## 570         2009                 Brazil
## 571         2009                 Brazil
## 572         2009              Venezuela
## 573         2020              Guatemala
## 574         2020              Venezuela
## 575         2020                 Belize
## 576         2020             Madagascar
## 577         2021               Tanzania
## 578         2021                Bolivia
## 579         2013             Martinique
## 580         2018                   Peru
## 581         2018                   Peru
## 582         2019                Vietnam
## 583         2019             Costa Rica
## 584         2019                Ecuador
## 585         2019               Tanzania
## 586         2019     Dominican Republic
## 587         2019                 Brazil
## 588         2011                   Peru
## 589         2009              Venezuela
## 590         2010              Venezuela
## 591         2008                  Blend
## 592         2008                  Blend
## 593         2008                  Blend
## 594         2010                  Blend
## 595         2021     Dominican Republic
## 596         2021                  Haiti
## 597         2015                Ecuador
## 598         2020                   Peru
## 599         2019              St. Lucia
## 600         2021                   Peru
## 601         2021             Madagascar
## 602         2021               Colombia
## 603         2008              Venezuela
## 604         2008                Ecuador
## 605         2008                Bolivia
## 606         2008              Venezuela
## 607         2010              Venezuela
## 608         2015                Ecuador
## 609         2016                Vietnam
## 610         2021            Philippines
## 611         2021            Ivory Coast
## 612         2021                   Peru
## 613         2021               Tanzania
## 614         2007             Madagascar
## 615         2008                 Mexico
## 616         2008              Venezuela
## 617         2009                   Peru
## 618         2009                   Peru
## 619         2009              Venezuela
## 620         2009              Venezuela
## 621         2010                Ecuador
## 622         2010              Venezuela
## 623         2010               Trinidad
## 624         2010                Grenada
## 625         2010                Jamaica
## 626         2010              Venezuela
## 627         2012                Ecuador
## 628         2012                  Ghana
## 629         2012             Madagascar
## 630         2012                  Blend
## 631         2013                Ecuador
## 632         2017                  Ghana
## 633         2006                  Blend
## 634         2012               Tanzania
## 635         2012                 Brazil
## 636         2012                   Fiji
## 637         2012                Vanuatu
## 638         2012       Papua New Guinea
## 639         2014       Papua New Guinea
## 640         2014                Vanuatu
## 641         2016                Ecuador
## 642         2016                Ecuador
## 643         2020     Dominican Republic
## 644         2020               Colombia
## 645         2020                Ecuador
## 646         2020               Honduras
## 647         2021                  India
## 648         2020              Guatemala
## 649         2020                  Haiti
## 650         2020                 Belize
## 651         2020                 Mexico
## 652         2021                 Mexico
## 653         2011              Australia
## 654         2015              Australia
## 655         2017     Dominican Republic
## 656         2015                Grenada
## 657         2015              Nicaragua
## 658         2015               Trinidad
## 659         2015                Ecuador
## 660         2018                  Blend
## 661         2021            Puerto Rico
## 662         2021                  India
## 663         2021                   Peru
## 664         2012             Costa Rica
## 665         2012               Colombia
## 666         2012     Dominican Republic
## 667         2013              Venezuela
## 668         2013              Venezuela
## 669         2013              Venezuela
## 670         2013       Papua New Guinea
## 671         2014                Liberia
## 672         2014                 Belize
## 673         2014                Ecuador
## 674         2014     Dominican Republic
## 675         2015                 Belize
## 676         2016     Dominican Republic
## 677         2017             Costa Rica
## 678         2018           Sierra Leone
## 679         2018               Honduras
## 680         2018                  India
## 681         2019                Vietnam
## 682         2021              Guatemala
## 683         2021                  India
## 684         2021                   Peru
## 685         2021                  India
## 686         2021               Tanzania
## 687         2021     Dominican Republic
## 688         2021                 Brazil
## 689         2011     Dominican Republic
## 690         2011             Madagascar
## 691         2011               Tanzania
## 692         2021     Dominican Republic
## 693         2009              Guatemala
## 694         2009              Guatemala
## 695         2011              Guatemala
## 696         2012              Venezuela
## 697         2012              Guatemala
## 698         2012              Guatemala
## 699         2012             Madagascar
## 700         2012              Guatemala
## 701         2014              Guatemala
## 702         2016              Venezuela
## 703         2016                Vietnam
## 704         2016                  Blend
## 705         2019                   Peru
## 706         2019                Vietnam
## 707         2015             Madagascar
## 708         2015               Tanzania
## 709         2015              Venezuela
## 710         2015                Ecuador
## 711         2016                Bolivia
## 712         2012                  Blend
## 713         2013                  Ghana
## 714         2013     Dominican Republic
## 715         2013              Venezuela
## 716         2015                 Brazil
## 717         2015                 Brazil
## 718         2016                 Uganda
## 719         2016             Madagascar
## 720         2007             Madagascar
## 721         2007             Costa Rica
## 722         2007                Ecuador
## 723         2007                  Ghana
## 724         2007       Papua New Guinea
## 725         2007                   Peru
## 726         2008              Venezuela
## 727         2009       Papua New Guinea
## 728         2018     Dominican Republic
## 729         2018     Dominican Republic
## 730         2018     Dominican Republic
## 731         2016               Tanzania
## 732         2019              Guatemala
## 733         2007             Costa Rica
## 734         2007     Dominican Republic
## 735         2008                Bolivia
## 736         2011             Madagascar
## 737         2011              Venezuela
## 738         2011     Dominican Republic
## 739         2011                Ecuador
## 740         2012                Bolivia
## 741         2013                Ecuador
## 742         2013                Ecuador
## 743         2014     Dominican Republic
## 744         2015                Bolivia
## 745         2016                Vietnam
## 746         2017              Guatemala
## 747         2017                 Brazil
## 748         2017        Solomon Islands
## 749         2018                   Fiji
## 750         2019             Madagascar
## 751         2019                 Belize
## 752         2020                  Blend
## 753         2021                Jamaica
## 754         2021                 Mexico
## 755         2019               Sao Tome
## 756         2019               Sao Tome
## 757         2019               Sao Tome
## 758         2019               Sao Tome
## 759         2014                 Panama
## 760         2014              Venezuela
## 761         2014              Nicaragua
## 762         2015              Venezuela
## 763         2009                 U.S.A.
## 764         2006                  Blend
## 765         2008                  Blend
## 766         2006              Venezuela
## 767         2006                   Peru
## 768         2006              Venezuela
## 769         2007              Venezuela
## 770         2007              Venezuela
## 771         2007             Madagascar
## 772         2007             Madagascar
## 773         2007              Indonesia
## 774         2007              Venezuela
## 775         2007                Ecuador
## 776         2007              Venezuela
## 777         2008              Venezuela
## 778         2008               Colombia
## 779         2008                  Blend
## 780         2008                  Blend
## 781         2010              Venezuela
## 782         2011              Venezuela
## 783         2012               Tanzania
## 784         2012              Venezuela
## 785         2013              Venezuela
## 786         2015                Ecuador
## 787         2015              Venezuela
## 788         2018               Tanzania
## 789         2015              Venezuela
## 790         2015               Colombia
## 791         2015             Madagascar
## 792         2016                Grenada
## 793         2018            Philippines
## 794         2018              Guatemala
## 795         2018                   Peru
## 796         2021                 Belize
## 797         2019     Dominican Republic
## 798         2019               Tanzania
## 799         2019     Dominican Republic
## 800         2010                Ecuador
## 801         2010                 Panama
## 802         2010                Ecuador
## 803         2010                   Peru
## 804         2011                 Panama
## 805         2011              Nicaragua
## 806         2011     Dominican Republic
## 807         2011              Venezuela
## 808         2011               Honduras
## 809         2012              Venezuela
## 810         2014              Nicaragua
## 811         2014              Nicaragua
## 812         2015              Guatemala
## 813         2017                Nigeria
## 814         2018              Guatemala
## 815         2019            Philippines
## 816         2021              Nicaragua
## 817         2015     Dominican Republic
## 818         2012             Madagascar
## 819         2015     Dominican Republic
## 820         2015              Venezuela
## 821         2015                   Peru
## 822         2015              Venezuela
## 823         2015                Ecuador
## 824         2018                   Peru
## 825         2014                   Peru
## 826         2014             Madagascar
## 827         2014     Dominican Republic
## 828         2016               Colombia
## 829         2016               Colombia
## 830         2012                   Peru
## 831         2019                   Peru
## 832         2016              Venezuela
## 833         2020             Madagascar
## 834         2020               Colombia
## 835         2008                Bolivia
## 836         2011                Bolivia
## 837         2006              Venezuela
## 838         2008              Venezuela
## 839         2008              Venezuela
## 840         2008              Venezuela
## 841         2009              Venezuela
## 842         2009              Venezuela
## 843         2015              Venezuela
## 844         2019              Guatemala
## 845         2013              St. Lucia
## 846         2013              St. Lucia
## 847         2015              Venezuela
## 848         2015                   Peru
## 849         2018     Dominican Republic
## 850         2018                  Haiti
## 851         2018              Guatemala
## 852         2018             Madagascar
## 853         2016               Honduras
## 854         2018                Vietnam
## 855         2019           Sierra Leone
## 856         2019               Tanzania
## 857         2019               Trinidad
## 858         2010                  Blend
## 859         2014                Vietnam
## 860         2014                Vietnam
## 861         2014                Vietnam
## 862         2008              Venezuela
## 863         2009             Costa Rica
## 864         2009                  Blend
## 865         2009              Venezuela
## 866         2012              Venezuela
## 867         2021                  Blend
## 868         2021               Colombia
## 869         2011                  Blend
## 870         2011               Trinidad
## 871         2011              Venezuela
## 872         2011                  Blend
## 873         2011                  Blend
## 874         2014                 Belize
## 875         2014                Ecuador
## 876         2014     Dominican Republic
## 877         2018              Guatemala
## 878         2021                 Uganda
## 879         2019                   Peru
## 880         2010                 Brazil
## 881         2016              Venezuela
## 882         2016                 Belize
## 883         2016                Jamaica
## 884         2006                  Blend
## 885         2006             Madagascar
## 886         2006              Venezuela
## 887         2006     Dominican Republic
## 888         2006                Ecuador
## 889         2006                Bolivia
## 890         2010                Grenada
## 891         2014            Puerto Rico
## 892         2014     Dominican Republic
## 893         2014     Dominican Republic
## 894         2014     Dominican Republic
## 895         2020               Honduras
## 896         2020               Colombia
## 897         2020                 Mexico
## 898         2020                  Blend
## 899         2019            Philippines
## 900         2019       Papua New Guinea
## 901         2019        Solomon Islands
## 902         2019                Vanuatu
## 903         2018                 Belize
## 904         2018              Guatemala
## 905         2018               Colombia
## 906         2018     Dominican Republic
## 907         2018             Madagascar
## 908         2018                  India
## 909         2018               Tanzania
## 910         2014                   Peru
## 911         2016     Dominican Republic
## 912         2016     Dominican Republic
## 913         2016             Madagascar
## 914         2016                Ecuador
## 915         2016               Tanzania
## 916         2018     Dominican Republic
## 917         2018                Bolivia
## 918         2018              Indonesia
## 919         2018            Philippines
## 920         2018                  Haiti
## 921         2019                 Mexico
## 922         2019             Madagascar
## 923         2021              Indonesia
## 924         2021               Malaysia
## 925         2019       Papua New Guinea
## 926         2019                Bolivia
## 927         2019                Vanuatu
## 928         2019               Colombia
## 929         2019               Tanzania
## 930         2019                Ecuador
## 931         2019                   Peru
## 932         2012              Venezuela
## 933         2012              Venezuela
## 934         2014              Venezuela
## 935         2014              Venezuela
## 936         2018              Venezuela
## 937         2018              Venezuela
## 938         2018              Venezuela
## 939         2018              Venezuela
## 940         2018              Venezuela
## 941         2014                  Ghana
## 942         2014             Madagascar
## 943         2015                Vietnam
## 944         2015             Costa Rica
## 945         2015                   Peru
## 946         2011                   Peru
## 947         2011     Dominican Republic
## 948         2012                   Peru
## 949         2012                   Peru
## 950         2012                   Peru
## 951         2013                   Peru
## 952         2014             Costa Rica
## 953         2014              Nicaragua
## 954         2015              Guatemala
## 955         2017                   Peru
## 956         2019                  India
## 957         2009                Jamaica
## 958         2009                Jamaica
## 959         2009                Jamaica
## 960         2009              Venezuela
## 961         2011                  Ghana
## 962         2011             Madagascar
## 963         2011             Madagascar
## 964         2011                Jamaica
## 965         2011     Dominican Republic
## 966         2011              Venezuela
## 967         2011     Dominican Republic
## 968         2011                Jamaica
## 969         2011              Venezuela
## 970         2012       Papua New Guinea
## 971         2012       Papua New Guinea
## 972         2012       Papua New Guinea
## 973         2012             Madagascar
## 974         2012       Papua New Guinea
## 975         2013     Dominican Republic
## 976         2013     Dominican Republic
## 977         2013                   Peru
## 978         2013                   Peru
## 979         2014                   Peru
## 980         2014                   Peru
## 981         2014                   Peru
## 982         2014                   Peru
## 983         2017              Guatemala
## 984         2017              Guatemala
## 985         2017              Guatemala
## 986         2018              Venezuela
## 987         2018              Venezuela
## 988         2021                   Peru
## 989         2021                  Ghana
## 990         2021                   Peru
## 991         2021                  Ghana
## 992         2021              Nicaragua
## 993         2021             Madagascar
## 994         2021              Nicaragua
## 995         2021              Venezuela
## 996         2017                 Brazil
## 997         2017               Tanzania
## 998         2014                 Belize
## 999         2014             Madagascar
## 1000        2014                   Peru
## 1001        2016              Nicaragua
## 1002        2017              Nicaragua
## 1003        2018              Nicaragua
## 1004        2018              Nicaragua
## 1005        2018              Nicaragua
## 1006        2018              Nicaragua
## 1007        2018              Nicaragua
## 1008        2018              Nicaragua
## 1009        2018              Nicaragua
## 1010        2018              Nicaragua
## 1011        2018              Nicaragua
## 1012        2018              Guatemala
## 1013        2018              Nicaragua
## 1014        2011              Nicaragua
## 1015        2011              Nicaragua
## 1016        2011              Nicaragua
## 1017        2012              Nicaragua
## 1018        2012               Honduras
## 1019        2012              Nicaragua
## 1020        2012              Nicaragua
## 1021        2013              Nicaragua
## 1022        2013              Nicaragua
## 1023        2014              Nicaragua
## 1024        2015              Nicaragua
## 1025        2015              Nicaragua
## 1026        2011             Costa Rica
## 1027        2011             Costa Rica
## 1028        2012                   Peru
## 1029        2013                Ecuador
## 1030        2013     Dominican Republic
## 1031        2014                   Peru
## 1032        2014               Trinidad
## 1033        2016                Bolivia
## 1034        2016             Costa Rica
## 1035        2019               Colombia
## 1036        2019             Madagascar
## 1037        2021     Dominican Republic
## 1038        2021     Dominican Republic
## 1039        2021                   Peru
## 1040        2018                 Taiwan
## 1041        2018             Madagascar
## 1042        2018               Tanzania
## 1043        2018              Venezuela
## 1044        2014                 U.S.A.
## 1045        2015             Madagascar
## 1046        2015     Dominican Republic
## 1047        2015     Dominican Republic
## 1048        2015             Madagascar
## 1049        2015                  Ghana
## 1050        2017              St. Lucia
## 1051        2017              Venezuela
## 1052        2018              Guatemala
## 1053        2019              Venezuela
## 1054        2015                 Brazil
## 1055        2016                 Belize
## 1056        2016                 Mexico
## 1057        2016              Guatemala
## 1058        2016              Nicaragua
## 1059        2017                   Peru
## 1060        2019               Colombia
## 1061        2019             Costa Rica
## 1062        2021                Ecuador
## 1063        2018                 Belize
## 1064        2021                  India
## 1065        2021                Bolivia
## 1066        2021     Dominican Republic
## 1067        2011                Vietnam
## 1068        2021             Madagascar
## 1069        2021               Tanzania
## 1070        2021     Dominican Republic
## 1071        2021                Vietnam
## 1072        2006                  Blend
## 1073        2016             Madagascar
## 1074        2019                   Peru
## 1075        2021                  India
## 1076        2008                Grenada
## 1077        2009                Grenada
## 1078        2010                Grenada
## 1079        2009                Ecuador
## 1080        2009                  Ghana
## 1081        2009                  Blend
## 1082        2009              Venezuela
## 1083        2009                  Blend
## 1084        2018             Madagascar
## 1085        2006              Venezuela
## 1086        2006               Colombia
## 1087        2006                  Blend
## 1088        2006             Madagascar
## 1089        2006                Ecuador
## 1090        2006                  Blend
## 1091        2007                  Blend
## 1092        2008                   Peru
## 1093        2008                  Blend
## 1094        2008              Venezuela
## 1095        2009                 U.S.A.
## 1096        2009                  Blend
## 1097        2009                  Blend
## 1098        2010               Trinidad
## 1099        2011                  Blend
## 1100        2011                  Blend
## 1101        2011                  Blend
## 1102        2013                  Haiti
## 1103        2013              Nicaragua
## 1104        2013                Jamaica
## 1105        2013                Ecuador
## 1106        2015                  Blend
## 1107        2014                  Blend
## 1108        2014       Papua New Guinea
## 1109        2014                  Blend
## 1110        2014                  Blend
## 1111        2014                  Blend
## 1112        2014                  Blend
## 1113        2014     Dominican Republic
## 1114        2014                 U.S.A.
## 1115        2014                  Blend
## 1116        2007                Ecuador
## 1117        2014                Ecuador
## 1118        2014                Ecuador
## 1119        2011                  Blend
## 1120        2015                 Brazil
## 1121        2015                 Brazil
## 1122        2015                 Brazil
## 1123        2016                 Brazil
## 1124        2018                 Brazil
## 1125        2019                  India
## 1126        2019                Vietnam
## 1127        2019                   Peru
## 1128        2019               Tanzania
## 1129        2019     Dominican Republic
## 1130        2021                 Mexico
## 1131        2016                   Peru
## 1132        2019              Indonesia
## 1133        2019                  Blend
## 1134        2019              Venezuela
## 1135        2016                 Belize
## 1136        2016             Costa Rica
## 1137        2014                Bolivia
## 1138        2014                Bolivia
## 1139        2014                Ecuador
## 1140        2014                 U.S.A.
## 1141        2016                 U.S.A.
## 1142        2016                Ecuador
## 1143        2016                Ecuador
## 1144        2016                Bolivia
## 1145        2016                Bolivia
## 1146        2015                 Uganda
## 1147        2015              Venezuela
## 1148        2021                Ecuador
## 1149        2021              Nicaragua
## 1150        2015               Tanzania
## 1151        2015             Madagascar
## 1152        2015              Venezuela
## 1153        2015                Ecuador
## 1154        2015                   Peru
## 1155        2018                   Peru
## 1156        2018                Ecuador
## 1157        2018             Madagascar
## 1158        2018               Tanzania
## 1159        2018     Dominican Republic
## 1160        2016             Madagascar
## 1161        2016              Venezuela
## 1162        2016     Dominican Republic
## 1163        2016                   Peru
## 1164        2019              Venezuela
## 1165        2019                Ecuador
## 1166        2009                Ecuador
## 1167        2009                Ecuador
## 1168        2009                Ecuador
## 1169        2009                Ecuador
## 1170        2009                Ecuador
## 1171        2009            Ivory Coast
## 1172        2009     Dominican Republic
## 1173        2009                   Peru
## 1174        2009     Dominican Republic
## 1175        2015                Ecuador
## 1176        2015             Madagascar
## 1177        2015               Trinidad
## 1178        2015              Venezuela
## 1179        2016                   Peru
## 1180        2014                Ecuador
## 1181        2013              St. Lucia
## 1182        2013              St. Lucia
## 1183        2015              St. Lucia
## 1184        2018               Colombia
## 1185        2019               Honduras
## 1186        2019               Tanzania
## 1187        2008                 Uganda
## 1188        2008               Tanzania
## 1189        2008              St. Lucia
## 1190        2008               Sao Tome
## 1191        2010                Ecuador
## 1192        2010              Venezuela
## 1193        2010     Dominican Republic
## 1194        2011                Ecuador
## 1195        2011              St. Lucia
## 1196        2011              St. Lucia
## 1197        2012             Madagascar
## 1198        2013                Ecuador
## 1199        2013                   Peru
## 1200        2013     Dominican Republic
## 1201        2013               Trinidad
## 1202        2013                Ecuador
## 1203        2013             Madagascar
## 1204        2013                Vietnam
## 1205        2013                Ecuador
## 1206        2013              Venezuela
## 1207        2013              Venezuela
## 1208        2014                Bolivia
## 1209        2014                Bolivia
## 1210        2014              Nicaragua
## 1211        2014     Dominican Republic
## 1212        2014     Dominican Republic
## 1213        2015                Vietnam
## 1214        2011              Venezuela
## 1215        2011              Venezuela
## 1216        2011              Venezuela
## 1217        2011              Venezuela
## 1218        2011              Venezuela
## 1219        2011              Venezuela
## 1220        2011              Venezuela
## 1221        2011              Venezuela
## 1222        2011              Venezuela
## 1223        2013              Venezuela
## 1224        2016                  India
## 1225        2014               Honduras
## 1226        2017                Vietnam
## 1227        2012                   Peru
## 1228        2012                   Peru
## 1229        2014                   Peru
## 1230        2014                 Belize
## 1231        2014     Dominican Republic
## 1232        2014             Madagascar
## 1233        2018  St.Vincent-Grenadines
## 1234        2015     Dominican Republic
## 1235        2015                 Belize
## 1236        2006                  Ghana
## 1237        2018              Venezuela
## 1238        2017                Jamaica
## 1239        2017                   Peru
## 1240        2017              Venezuela
## 1241        2017                Vietnam
## 1242        2017                Ecuador
## 1243        2017             Madagascar
## 1244        2017                Ecuador
## 1245        2018                  India
## 1246        2018               Colombia
## 1247        2018               Trinidad
## 1248        2015             Madagascar
## 1249        2020              Venezuela
## 1250        2018               Thailand
## 1251        2018               Thailand
## 1252        2018               Thailand
## 1253        2018               Thailand
## 1254        2013     Dominican Republic
## 1255        2013     Dominican Republic
## 1256        2013     Dominican Republic
## 1257        2013     Dominican Republic
## 1258        2020     Dominican Republic
## 1259        2020     Dominican Republic
## 1260        2020     Dominican Republic
## 1261        2019     Dominican Republic
## 1262        2019     Dominican Republic
## 1263        2019     Dominican Republic
## 1264        2019     Dominican Republic
## 1265        2019     Dominican Republic
## 1266        2019              Nicaragua
## 1267        2019                   Peru
## 1268        2019               Tanzania
## 1269        2009                Vanuatu
## 1270        2012                   Peru
## 1271        2008                Ecuador
## 1272        2008                Ecuador
## 1273        2008                Ecuador
## 1274        2008                Ecuador
## 1275        2008                Ecuador
## 1276        2008                Ecuador
## 1277        2008                Ecuador
## 1278        2008                Ecuador
## 1279        2009                  Blend
## 1280        2009                Ecuador
## 1281        2021            Philippines
## 1282        2021       Papua New Guinea
## 1283        2013     Dominican Republic
## 1284        2009                 Mexico
## 1285        2020               Colombia
## 1286        2014     Dominican Republic
## 1287        2017                 Belize
## 1288        2017                Vietnam
## 1289        2017                 Mexico
## 1290        2018             Madagascar
## 1291        2018            Philippines
## 1292        2018                 Mexico
## 1293        2019               Colombia
## 1294        2019       Papua New Guinea
## 1295        2014                   Peru
## 1296        2014              Venezuela
## 1297        2014                 Belize
## 1298        2014             Madagascar
## 1299        2014                 Belize
## 1300        2014     Dominican Republic
## 1301        2014     Dominican Republic
## 1302        2016                   Peru
## 1303        2016                  Haiti
## 1304        2016                 Brazil
## 1305        2016                Ecuador
## 1306        2014                 Uganda
## 1307        2014                Ecuador
## 1308        2014     Dominican Republic
## 1309        2014             Madagascar
## 1310        2009                Bolivia
## 1311        2009             Madagascar
## 1312        2010              Venezuela
## 1313        2010                Grenada
## 1314        2010     Dominican Republic
## 1315        2011                Ecuador
## 1316        2012                   Peru
## 1317        2012              Venezuela
## 1318        2012                 Brazil
## 1319        2019                   Fiji
## 1320        2016                   Peru
## 1321        2016                   Peru
## 1322        2016                 Belize
## 1323        2016                   Peru
## 1324        2018     Dominican Republic
## 1325        2018                   Peru
## 1326        2018                 Belize
## 1327        2018              Guatemala
## 1328        2018                 Belize
## 1329        2018              Guatemala
## 1330        2019                   Peru
## 1331        2008                  Blend
## 1332        2009                  Blend
## 1333        2009                  Ghana
## 1334        2009              Venezuela
## 1335        2009                  Blend
## 1336        2011                Grenada
## 1337        2012     Dominican Republic
## 1338        2013                  Blend
## 1339        2013                 Tobago
## 1340        2013                Ecuador
## 1341        2011                   Peru
## 1342        2011                Ecuador
## 1343        2018                 Mexico
## 1344        2018                 Mexico
## 1345        2018                 Mexico
## 1346        2014                   Cuba
## 1347        2014                  Blend
## 1348        2015             Madagascar
## 1349        2015                Vietnam
## 1350        2015                   Cuba
## 1351        2015            Ivory Coast
## 1352        2015                   Peru
## 1353        2015                 Brazil
## 1354        2015               Sao Tome
## 1355        2015                Vietnam
## 1356        2012                 Brazil
## 1357        2009               Tanzania
## 1358        2012              Venezuela
## 1359        2012              Venezuela
## 1360        2012                  Blend
## 1361        2016              Nicaragua
## 1362        2018              Nicaragua
## 1363        2018               Honduras
## 1364        2018              Nicaragua
## 1365        2017                Bolivia
## 1366        2019               Colombia
## 1367        2019             Costa Rica
## 1368        2019                   Peru
## 1369        2014                   Peru
## 1370        2015             Costa Rica
## 1371        2015                Bolivia
## 1372        2015     Dominican Republic
## 1373        2015               Trinidad
## 1374        2015               Tanzania
## 1375        2016                Liberia
## 1376        2017                 Belize
## 1377        2017               Honduras
## 1378        2017                   Peru
## 1379        2018                  Ghana
## 1380        2019                Jamaica
## 1381        2019                Bolivia
## 1382        2021    Sao Tome & Principe
## 1383        2021                 U.S.A.
## 1384        2014             Madagascar
## 1385        2016             Madagascar
## 1386        2012                  Blend
## 1387        2012     Dominican Republic
## 1388        2012                   Peru
## 1389        2012                Bolivia
## 1390        2012                Bolivia
## 1391        2012                   Peru
## 1392        2007                  Blend
## 1393        2020           Sierra Leone
## 1394        2020                  India
## 1395        2020                Vietnam
## 1396        2013            Puerto Rico
## 1397        2013                 U.S.A.
## 1398        2013                 U.S.A.
## 1399        2013                 U.S.A.
## 1400        2014                 U.S.A.
## 1401        2014                 U.S.A.
## 1402        2014                 U.S.A.
## 1403        2021                Bolivia
## 1404        2021                 Belize
## 1405        2015              Nicaragua
## 1406        2018              Nicaragua
## 1407        2018                Sumatra
## 1408        2018              Nicaragua
## 1409        2018              Nicaragua
## 1410        2017                 Brazil
## 1411        2018                 Brazil
## 1412        2021                 Brazil
## 1413        2020       Papua New Guinea
## 1414        2010                  Blend
## 1415        2010                  Blend
## 1416        2010                  Blend
## 1417        2010               Colombia
## 1418        2020                  India
## 1419        2020             Madagascar
## 1420        2020               Tanzania
## 1421        2020                 Uganda
## 1422        2020            Ivory Coast
## 1423        2010                   Peru
## 1424        2011                   Peru
## 1425        2019                 Uganda
## 1426        2019                  Ghana
## 1427        2008             Madagascar
## 1428        2008             Madagascar
## 1429        2008             Madagascar
## 1430        2008             Madagascar
## 1431        2021               Colombia
## 1432        2010                 Mexico
## 1433        2011     Dominican Republic
## 1434        2011             Costa Rica
## 1435        2012                 U.S.A.
## 1436        2012                 U.S.A.
## 1437        2012                 U.S.A.
## 1438        2013            Puerto Rico
## 1439        2013                 U.S.A.
## 1440        2013                 Mexico
## 1441        2013                 Brazil
## 1442        2017        Solomon Islands
## 1443        2008               Tanzania
## 1444        2008                Ecuador
## 1445        2008                   Cuba
## 1446        2008     Dominican Republic
## 1447        2010                Ecuador
## 1448        2007             Madagascar
## 1449        2007             Madagascar
## 1450        2013            Philippines
## 1451        2018               Thailand
## 1452        2009                 U.S.A.
## 1453        2010                 U.S.A.
## 1454        2016              Venezuela
## 1455        2012     Dominican Republic
## 1456        2014                   Peru
## 1457        2014              Venezuela
## 1458        2015                Ecuador
## 1459        2014               Colombia
## 1460        2012                 U.S.A.
## 1461        2012                   Peru
## 1462        2012                Liberia
## 1463        2012                 U.S.A.
## 1464        2013                 U.S.A.
## 1465        2015       Papua New Guinea
## 1466        2015             Costa Rica
## 1467        2017                   Peru
## 1468        2019                 U.S.A.
## 1469        2012     Dominican Republic
## 1470        2012                Ecuador
## 1471        2012                  Ghana
## 1472        2014               Colombia
## 1473        2014              Venezuela
## 1474        2016                   Peru
## 1475        2016              Nicaragua
## 1476        2015               Trinidad
## 1477        2015               Colombia
## 1478        2015               Tanzania
## 1479        2015     Dominican Republic
## 1480        2015                   Peru
## 1481        2015                Ecuador
## 1482        2015              Nicaragua
## 1483        2015                   Peru
## 1484        2015               Honduras
## 1485        2016                Vietnam
## 1486        2017                Vietnam
## 1487        2018                  Blend
## 1488        2018                 Mexico
## 1489        2018     Dominican Republic
## 1490        2016                   Peru
## 1491        2021                   Peru
## 1492        2021                   Peru
## 1493        2021                 Mexico
## 1494        2021                Bolivia
## 1495        2021                 Brazil
## 1496        2016                  Blend
## 1497        2018                  Haiti
## 1498        2012                Vietnam
## 1499        2012                Vietnam
## 1500        2012                Vietnam
## 1501        2012                Vietnam
## 1502        2012                Vietnam
## 1503        2012                Vietnam
## 1504        2013                Vietnam
## 1505        2015                Vietnam
## 1506        2015                Vietnam
## 1507        2015                Vietnam
## 1508        2018                Vietnam
## 1509        2010             Costa Rica
## 1510        2010            Ivory Coast
## 1511        2010                Nigeria
## 1512        2010                  Ghana
## 1513        2013     Dominican Republic
## 1514        2013     Dominican Republic
## 1515        2016                Bolivia
## 1516        2016                  Haiti
## 1517        2016               Colombia
## 1518        2010              Venezuela
## 1519        2010              Venezuela
## 1520        2010     Dominican Republic
## 1521        2011              Venezuela
## 1522        2011       Papua New Guinea
## 1523        2011              Venezuela
## 1524        2011              Venezuela
## 1525        2011                   Peru
## 1526        2011     Dominican Republic
## 1527        2011                  Blend
## 1528        2011                 Belize
## 1529        2011     Dominican Republic
## 1530        2012                  Blend
## 1531        2012              Venezuela
## 1532        2012                  Blend
## 1533        2014                  Blend
## 1534        2015              Guatemala
## 1535        2015               Tanzania
## 1536        2013                Vanuatu
## 1537        2013                  Blend
## 1538        2013             Madagascar
## 1539        2013       Papua New Guinea
## 1540        2021                 U.S.A.
## 1541        2014                 Belize
## 1542        2014     Dominican Republic
## 1543        2014                   Peru
## 1544        2014                   Peru
## 1545        2020                 U.S.A.
## 1546        2020                Vietnam
## 1547        2020             Madagascar
## 1548        2016     Dominican Republic
## 1549        2020              Guatemala
## 1550        2020                 Belize
## 1551        2014                Bolivia
## 1552        2014              Venezuela
## 1553        2014                 Belize
## 1554        2014              Nicaragua
## 1555        2014     Dominican Republic
## 1556        2019                Ecuador
## 1557        2019     Dominican Republic
## 1558        2019            Philippines
## 1559        2019               Tanzania
## 1560        2012             Madagascar
## 1561        2012             Madagascar
## 1562        2014               Honduras
## 1563        2014              Nicaragua
## 1564        2014               Honduras
## 1565        2014              Nicaragua
## 1566        2015            El Salvador
## 1567        2015            El Salvador
## 1568        2018                 Brazil
## 1569        2014                 Brazil
## 1570        2014             Madagascar
## 1571        2018        Solomon Islands
## 1572        2018        Solomon Islands
## 1573        2015                  Blend
## 1574        2018                   Peru
## 1575        2006                  Blend
## 1576        2006                  Blend
## 1577        2006                  Blend
## 1578        2006               Sao Tome
## 1579        2006     Dominican Republic
## 1580        2006             Madagascar
## 1581        2006       Papua New Guinea
## 1582        2007              Venezuela
## 1583        2007               Sao Tome
## 1584        2012                 Mexico
## 1585        2017               Colombia
## 1586        2019                 Brazil
## 1587        2019              Guatemala
## 1588        2012                  Blend
## 1589        2012                Bolivia
## 1590        2012              Indonesia
## 1591        2013     Dominican Republic
## 1592        2013                 Belize
## 1593        2015               Tanzania
## 1594        2015                 Belize
## 1595        2015               Trinidad
## 1596        2015              Nicaragua
## 1597        2015     Dominican Republic
## 1598        2015              Venezuela
## 1599        2018     Dominican Republic
## 1600        2018                  India
## 1601        2018                   Peru
## 1602        2018                 Belize
## 1603        2012                Ecuador
## 1604        2013                Ecuador
## 1605        2019                Ecuador
## 1606        2019                  India
## 1607        2019                 Brazil
## 1608        2021                 Panama
## 1609        2021                  India
## 1610        2021               Tanzania
## 1611        2018                 Brazil
## 1612        2018                Vietnam
## 1613        2018             Madagascar
## 1614        2018                   Peru
## 1615        2010                Ecuador
## 1616        2019                Ecuador
## 1617        2016                  Haiti
## 1618        2017       Papua New Guinea
## 1619        2017             Madagascar
## 1620        2017                  India
## 1621        2017                Vietnam
## 1622        2019               Tanzania
## 1623        2020                Vietnam
## 1624        2015                 Brazil
## 1625        2016                 Brazil
## 1626        2019            Puerto Rico
## 1627        2012               Colombia
## 1628        2010                 Belize
## 1629        2013                 Belize
## 1630        2013                 Belize
## 1631        2018                 Brazil
## 1632        2018               Cameroon
## 1633        2019           Sierra Leone
## 1634        2019     Dominican Republic
## 1635        2019               Tanzania
## 1636        2021             Madagascar
## 1637        2021     Dominican Republic
## 1638        2015              Indonesia
## 1639        2015     Dominican Republic
## 1640        2015                   Peru
## 1641        2011              Nicaragua
## 1642        2011              Nicaragua
## 1643        2018              Nicaragua
## 1644        2016     Dominican Republic
## 1645        2021            Philippines
## 1646        2014       Papua New Guinea
## 1647        2018                 Mexico
## 1648        2021                   Peru
## 1649        2021                Ecuador
## 1650        2015                Ecuador
## 1651        2015                Ecuador
## 1652        2015                Ecuador
## 1653        2020                 Mexico
## 1654        2015              Nicaragua
## 1655        2015              Nicaragua
## 1656        2018              Venezuela
## 1657        2016     Dominican Republic
## 1658        2016               Tanzania
## 1659        2016             Madagascar
## 1660        2016                Vietnam
## 1661        2013             Costa Rica
## 1662        2013             Costa Rica
## 1663        2012                Grenada
## 1664        2013                  Blend
## 1665        2013                   Peru
## 1666        2014              Venezuela
## 1667        2014              Venezuela
## 1668        2014              Nicaragua
## 1669        2019              Nicaragua
## 1670        2019            El Salvador
## 1671        2013                 U.S.A.
## 1672        2014                   Peru
## 1673        2014     Dominican Republic
## 1674        2014             Madagascar
## 1675        2014                  Ghana
## 1676        2018     Dominican Republic
## 1677        2006                  Blend
## 1678        2006               Sao Tome
## 1679        2006              Venezuela
## 1680        2007                  Blend
## 1681        2008               Trinidad
## 1682        2010       Papua New Guinea
## 1683        2015              Venezuela
## 1684        2015     Dominican Republic
## 1685        2015             Madagascar
## 1686        2015                   Peru
## 1687        2018                 Brazil
## 1688        2013                   Peru
## 1689        2013                Ecuador
## 1690        2019                Ecuador
## 1691        2018                   Peru
## 1692        2018                Vietnam
## 1693        2018               Tanzania
## 1694        2018     Dominican Republic
## 1695        2019                   Fiji
## 1696        2019               Colombia
## 1697        2014                  Ghana
## 1698        2014                 Belize
## 1699        2014                   Peru
## 1700        2012              Venezuela
## 1701        2012                Ecuador
## 1702        2012              Nicaragua
## 1703        2012              Nicaragua
## 1704        2012                Ecuador
## 1705        2015                Ecuador
## 1706        2015              Venezuela
## 1707        2015             Madagascar
## 1708        2015                  Ghana
## 1709        2015     Dominican Republic
## 1710        2020                Nigeria
## 1711        2020                Vietnam
## 1712        2016                 Brazil
## 1713        2010                Jamaica
## 1714        2015                   Peru
## 1715        2019                   Peru
## 1716        2015                  Congo
## 1717        2015                   Peru
## 1718        2014       Papua New Guinea
## 1719        2014       Papua New Guinea
## 1720        2014       Papua New Guinea
## 1721        2014       Papua New Guinea
## 1722        2016                  Samoa
## 1723        2016                  Samoa
## 1724        2020              Guatemala
## 1725        2020               Tanzania
## 1726        2020                 Uganda
## 1727        2020                  India
## 1728        2020               Colombia
## 1729        2020                Bolivia
## 1730        2020                Vietnam
## 1731        2021                  Blend
## 1732        2021              Venezuela
## 1733        2021                 U.S.A.
## 1734        2021                   Peru
## 1735        2021              Venezuela
## 1736        2021                  Haiti
## 1737        2015               Trinidad
## 1738        2015               Tanzania
## 1739        2011                Bolivia
## 1740        2018                 Brazil
## 1741        2009                  Blend
## 1742        2009                  Blend
## 1743        2010     Dominican Republic
## 1744        2010                  Ghana
## 1745        2011                  Blend
## 1746        2011                  Blend
## 1747        2011                  Blend
## 1748        2011                  Blend
## 1749        2011                  Ghana
## 1750        2014       Papua New Guinea
## 1751        2014             Madagascar
## 1752        2016               Tanzania
## 1753        2018              Nicaragua
## 1754        2020             Madagascar
## 1755        2020                Vietnam
## 1756        2020               Tanzania
## 1757        2021               Colombia
## 1758        2021                   Peru
## 1759        2021                   Peru
## 1760        2021             Madagascar
## 1761        2013                 Belize
## 1762        2013     Dominican Republic
## 1763        2013              Nicaragua
## 1764        2013     Dominican Republic
## 1765        2013                Ecuador
## 1766        2018                 Panama
## 1767        2009                  Congo
## 1768        2009                   Peru
## 1769        2009                Bolivia
## 1770        2011                Bolivia
## 1771        2014       Papua New Guinea
## 1772        2014                  Blend
## 1773        2006                 U.S.A.
## 1774        2009                 U.S.A.
## 1775        2012                   Peru
## 1776        2012                   Peru
## 1777        2008                Ecuador
## 1778        2008                Ecuador
## 1779        2008                Ecuador
## 1780        2008                Ecuador
## 1781        2008                Ecuador
## 1782        2011                Ecuador
## 1783        2012                Ecuador
## 1784        2012                   Peru
## 1785        2014                Ecuador
## 1786        2014                Ecuador
## 1787        2014                Ecuador
## 1788        2014                Ecuador
## 1789        2016               Colombia
## 1790        2018                Vietnam
## 1791        2018                  Haiti
## 1792        2018                   Cuba
## 1793        2014                Bolivia
## 1794        2014                Ecuador
## 1795        2014                  Blend
## 1796        2014             Madagascar
## 1797        2014               Trinidad
## 1798        2015                Bolivia
## 1799        2015               Trinidad
## 1800        2015               Tanzania
## 1801        2015                Vietnam
## 1802        2016              Guatemala
## 1803        2016                 Belize
## 1804        2017                   Peru
## 1805        2017     Dominican Republic
## 1806        2017                  Haiti
## 1807        2019                   Peru
## 1808        2016                   Fiji
## 1809        2019                Bolivia
## 1810        2019            Philippines
## 1811        2019                 Belize
## 1812        2019             Madagascar
## 1813        2019     Dominican Republic
## 1814        2019                   Peru
## 1815        2014                  Blend
## 1816        2014                Bolivia
## 1817        2014     Dominican Republic
## 1818        2015              Guatemala
## 1819        2016               Tanzania
## 1820        2019              Guatemala
## 1821        2019     Dominican Republic
## 1822        2019               Colombia
## 1823        2013                   Peru
## 1824        2013                   Peru
## 1825        2007             Madagascar
## 1826        2009             Madagascar
## 1827        2009              Venezuela
## 1828        2009             Madagascar
## 1829        2011                  Blend
## 1830        2013                   Peru
## 1831        2014             Madagascar
## 1832        2014             Madagascar
## 1833        2015     Dominican Republic
## 1834        2018                   Fiji
## 1835        2019                   Peru
## 1836        2006              Indonesia
## 1837        2006              Venezuela
## 1838        2006                 Mexico
## 1839        2007                  Blend
## 1840        2007                Ecuador
## 1841        2007                  Blend
## 1842        2007             Madagascar
## 1843        2009                 Brazil
## 1844        2009                 Mexico
## 1845        2010              Venezuela
## 1846        2010                   Peru
## 1847        2010               Trinidad
## 1848        2010                   Cuba
## 1849        2015               Cameroon
## 1850        2019             Madagascar
## 1851        2019               Cameroon
## 1852        2021                  China
## 1853        2020                Vietnam
## 1854        2020               Tanzania
## 1855        2020                  India
## 1856        2016               Honduras
## 1857        2014                   Fiji
## 1858        2014             Madagascar
## 1859        2014                Ecuador
## 1860        2014                Ecuador
## 1861        2015              Nicaragua
## 1862        2015              Nicaragua
## 1863        2015              Nicaragua
## 1864        2015              Nicaragua
## 1865        2015              Nicaragua
## 1866        2020                Bolivia
## 1867        2020     Dominican Republic
## 1868        2020               Tanzania
## 1869        2012     Dominican Republic
## 1870        2012                   Peru
## 1871        2021                  Haiti
## 1872        2021              Guatemala
## 1873        2021                  Ghana
## 1874        2010             Costa Rica
## 1875        2011                   Peru
## 1876        2011             Costa Rica
## 1877        2011             Costa Rica
## 1878        2011                 Brazil
## 1879        2014              Venezuela
## 1880        2016     Dominican Republic
## 1881        2018               Colombia
## 1882        2021                 Uganda
## 1883        2021                   Peru
## 1884        2006                Vanuatu
## 1885        2006                   Cuba
## 1886        2006                  Blend
## 1887        2006                 Brazil
## 1888        2006                  Blend
## 1889        2006                Jamaica
## 1890        2006                Ecuador
## 1891        2007               Sao Tome
## 1892        2008     Dominican Republic
## 1893        2008             Madagascar
## 1894        2008                 Brazil
## 1895        2009              Venezuela
## 1896        2010              Venezuela
## 1897        2011              Venezuela
## 1898        2015                   Peru
## 1899        2019       Papua New Guinea
## 1900        2019              Indonesia
## 1901        2019              Venezuela
## 1902        2019             Madagascar
## 1903        2019               Colombia
## 1904        2019               Trinidad
## 1905        2019                  Ghana
## 1906        2019    Sao Tome & Principe
## 1907        2019               Tanzania
## 1908        2019                Ecuador
## 1909        2018               Tanzania
## 1910        2018                   Peru
## 1911        2019                Vietnam
## 1912        2014              Venezuela
## 1913        2014                Ecuador
## 1914        2014                Ecuador
## 1915        2014             Madagascar
## 1916        2015               Honduras
## 1917        2015                Grenada
## 1918        2015             Madagascar
## 1919        2016                Ecuador
## 1920        2017                Jamaica
## 1921        2018        Solomon Islands
## 1922        2012              Venezuela
## 1923        2017                Ecuador
## 1924        2017       Papua New Guinea
## 1925        2017                Vietnam
## 1926        2017            Philippines
## 1927        2017     Dominican Republic
## 1928        2012                 Brazil
## 1929        2012                 Brazil
## 1930        2013                 Brazil
## 1931        2013                 Brazil
## 1932        2013                 Brazil
## 1933        2013                 Brazil
## 1934        2018                   Peru
## 1935        2019                   Peru
## 1936        2020                   Peru
## 1937        2020                   Peru
## 1938        2021                   Peru
## 1939        2016                 Mexico
## 1940        2016                 Mexico
## 1941        2011     Dominican Republic
## 1942        2012             Madagascar
## 1943        2015                  Congo
## 1944        2016                   Peru
## 1945        2017                  Haiti
## 1946        2017                  Haiti
## 1947        2010              Guatemala
## 1948        2010                Ecuador
## 1949        2015                   Peru
## 1950        2015                   Peru
## 1951        2015                   Peru
## 1952        2021                 Mexico
## 1953        2016                   Peru
## 1954        2018                Ecuador
## 1955        2018               Tanzania
## 1956        2018                   Peru
## 1957        2019     Dominican Republic
## 1958        2019              Nicaragua
## 1959        2021                  Ghana
## 1960        2012                   Peru
## 1961        2007                Ecuador
## 1962        2007                Ecuador
## 1963        2007                Ecuador
## 1964        2009                Ecuador
## 1965        2010                Ecuador
## 1966        2011             Costa Rica
## 1967        2012                Ecuador
## 1968        2012               Trinidad
## 1969        2012             Madagascar
## 1970        2013                   Peru
## 1971        2013                 Belize
## 1972        2015                Ecuador
## 1973        2015                  Blend
## 1974        2016                Ecuador
## 1975        2017                 Mexico
## 1976        2019              Nicaragua
## 1977        2019               Trinidad
## 1978        2020             Madagascar
## 1979        2018               Tanzania
## 1980        2019                   Fiji
## 1981        2019                   Peru
## 1982        2016             Costa Rica
## 1983        2016             Costa Rica
## 1984        2016             Costa Rica
## 1985        2013             Madagascar
## 1986        2013             Madagascar
## 1987        2012                Grenada
## 1988        2008     Dominican Republic
## 1989        2008                Jamaica
## 1990        2008             Madagascar
## 1991        2008               Trinidad
## 1992        2009              Venezuela
## 1993        2010                   Peru
## 1994        2011                Bolivia
## 1995        2012                Ecuador
## 1996        2013             Madagascar
## 1997        2013     Dominican Republic
## 1998        2013                Jamaica
## 1999        2013                Bolivia
## 2000        2014              Venezuela
## 2001        2015                Bolivia
## 2002        2015              Venezuela
## 2003        2016               Honduras
## 2004        2011              Venezuela
## 2005        2011               Principe
## 2006        2011              Venezuela
## 2007        2011              Venezuela
## 2008        2012              Venezuela
## 2009        2012              Venezuela
## 2010        2012             Madagascar
## 2011        2017              Venezuela
## 2012        2021                   Peru
## 2013        2017               Honduras
## 2014        2018                  Haiti
## 2015        2018              Nicaragua
## 2016        2021              Indonesia
## 2017        2021               Tanzania
## 2018        2010                  Blend
## 2019        2010     Dominican Republic
## 2020        2010             Madagascar
## 2021        2010                  Blend
## 2022        2010                  Blend
## 2023        2012                  Blend
## 2024        2012                  Blend
## 2025        2008                 Brazil
## 2026        2008                Ecuador
## 2027        2008              Venezuela
## 2028        2008                Ecuador
## 2029        2017                Ecuador
## 2030        2006               Colombia
## 2031        2006               Colombia
## 2032        2006               Colombia
## 2033        2009               Colombia
## 2034        2009               Colombia
## 2035        2011               Sao Tome
## 2036        2006                  Blend
## 2037        2006                  Blend
## 2038        2006                Jamaica
## 2039        2006                  Blend
## 2040        2006                  Blend
## 2041        2007                  Blend
## 2042        2007                  Blend
## 2043        2007                  Blend
## 2044        2007              Venezuela
## 2045        2008                  Blend
## 2046        2009                 Brazil
## 2047        2009                Vietnam
## 2048        2009                  Ghana
## 2049        2010                Grenada
## 2050        2010             Madagascar
## 2051        2011       Papua New Guinea
## 2052        2012                   Peru
## 2053        2015     Dominican Republic
## 2054        2015                Grenada
## 2055        2018               Honduras
## 2056        2018     Dominican Republic
## 2057        2018               Tanzania
## 2058        2019                   Fiji
## 2059        2019                 Uganda
## 2060        2021               Trinidad
## 2061        2021                   Peru
## 2062        2021                Vietnam
## 2063        2021                  India
## 2064        2019              Guatemala
## 2065        2019               Colombia
## 2066        2019                 Belize
## 2067        2014                Ecuador
## 2068        2014                 Belize
## 2069        2015              Venezuela
## 2070        2015                Jamaica
## 2071        2015       Papua New Guinea
## 2072        2015     Dominican Republic
## 2073        2011                 U.S.A.
## 2074        2011                 U.S.A.
## 2075        2011                   Peru
## 2076        2016                   Peru
## 2077        2015             Costa Rica
## 2078        2015             Costa Rica
## 2079        2012                   Peru
## 2080        2011                 Belize
## 2081        2011               Colombia
## 2082        2011               Sao Tome
## 2083        2011                 Brazil
## 2084        2014             Madagascar
## 2085        2014             Madagascar
## 2086        2014                Ecuador
## 2087        2015             Madagascar
## 2088        2015                Ecuador
## 2089        2015              Guatemala
## 2090        2015              Guatemala
## 2091        2015                  Haiti
## 2092        2016                Bolivia
## 2093        2016               Tanzania
## 2094        2016                Ecuador
## 2095        2017                   Peru
## 2096        2021                 Mexico
## 2097        2021                  India
## 2098        2015                  Ghana
## 2099        2015              Nicaragua
## 2100        2015                Bolivia
## 2101        2015                   Peru
## 2102        2015             Madagascar
## 2103        2015             Madagascar
## 2104        2015       Papua New Guinea
## 2105        2015               Tanzania
## 2106        2015               Trinidad
## 2107        2015              Venezuela
## 2108        2015                Ecuador
## 2109        2016                Vietnam
## 2110        2016              Guatemala
## 2111        2016              Venezuela
## 2112        2016                 Belize
## 2113        2016              Australia
## 2114        2016                Ecuador
## 2115        2017     Dominican Republic
## 2116        2017                  Haiti
## 2117        2010             Madagascar
## 2118        2010                Ecuador
## 2119        2011                  Ghana
## 2120        2018               Sulawesi
## 2121        2017                  India
## 2122        2015             Madagascar
## 2123        2016                Ecuador
## 2124        2016     Dominican Republic
## 2125        2016                   Peru
## 2126        2019            Philippines
## 2127        2016        Solomon Islands
## 2128        2016        Solomon Islands
## 2129        2013             Madagascar
## 2130        2013              Venezuela
## 2131        2013                Bolivia
## 2132        2013                   Peru
## 2133        2013                  Blend
## 2134        2014                 Uganda
## 2135        2017               Tanzania
## 2136        2018                  India
## 2137        2021                Vietnam
## 2138        2009     Dominican Republic
## 2139        2009     Dominican Republic
## 2140        2009                  Ghana
## 2141        2009       Papua New Guinea
## 2142        2009             Madagascar
## 2143        2009              Venezuela
## 2144        2010                  Blend
## 2145        2011                Grenada
## 2146        2011                Bolivia
## 2147        2011              Venezuela
## 2148        2011     Dominican Republic
## 2149        2011                  Blend
## 2150        2011                   Peru
## 2151        2012                  Haiti
## 2152        2012              Guatemala
## 2153        2012                  Blend
## 2154        2012       Papua New Guinea
## 2155        2012                 U.S.A.
## 2156        2012              Venezuela
## 2157        2012                  Blend
## 2158        2012                  Blend
## 2159        2013                   Peru
## 2160        2013              Indonesia
## 2161        2013                  Blend
## 2162        2013              Venezuela
## 2163        2013     Dominican Republic
## 2164        2013               Trinidad
## 2165        2013              Venezuela
## 2166        2013                  Blend
## 2167        2013              Venezuela
## 2168        2013                  Blend
## 2169        2013                Jamaica
## 2170        2014              Nicaragua
## 2171        2014                  Blend
## 2172        2014              Nicaragua
## 2173        2014                Ecuador
## 2174        2014                   Peru
## 2175        2014                Vanuatu
## 2176        2015              Venezuela
## 2177        2015              Venezuela
## 2178        2016                Ecuador
## 2179        2016     Dominican Republic
## 2180        2016             Madagascar
## 2181        2016                 Brazil
## 2182        2016              Nicaragua
## 2183        2016                  Blend
## 2184        2016                Vietnam
## 2185        2017                   Fiji
## 2186        2017               Colombia
## 2187        2018                  Haiti
## 2188        2018             Madagascar
## 2189        2018              Venezuela
## 2190        2021                  Blend
## 2191        2021             Madagascar
## 2192        2021              Venezuela
## 2193        2021                Vietnam
## 2194        2014              Nicaragua
## 2195        2014                 U.S.A.
## 2196        2017     Dominican Republic
## 2197        2017                Ecuador
## 2198        2017       Papua New Guinea
## 2199        2017             Madagascar
## 2200        2017              Venezuela
## 2201        2017               Tanzania
## 2202        2012     Dominican Republic
## 2203        2012     Dominican Republic
## 2204        2012     Dominican Republic
## 2205        2014                Vanuatu
## 2206        2016     Dominican Republic
## 2207        2016                Ecuador
## 2208        2016             Madagascar
## 2209        2017                   Peru
## 2210        2017                Ecuador
## 2211        2017     Dominican Republic
## 2212        2021                 Belize
## 2213        2021             Madagascar
## 2214        2021                 Uganda
## 2215        2013                Bolivia
## 2216        2013     Dominican Republic
## 2217        2013     Dominican Republic
## 2218        2015                Ecuador
## 2219        2015     Dominican Republic
## 2220        2015              Guatemala
## 2221        2015              Nicaragua
## 2222        2015             Madagascar
## 2223        2011                  India
## 2224        2012                 Brazil
## 2225        2014                Ecuador
## 2226        2014                Ecuador
## 2227        2017                Bolivia
## 2228        2012            Philippines
## 2229        2012            Philippines
## 2230        2012            Philippines
## 2231        2013             Madagascar
## 2232        2013                 Belize
## 2233        2016                   Peru
## 2234        2016                   Peru
## 2235        2016              Venezuela
## 2236        2016              Venezuela
## 2237        2015              Sri Lanka
## 2238        2019               Tanzania
## 2239        2021               Honduras
## 2240        2021                   Peru
## 2241        2021                 Uganda
## 2242        2021               Trinidad
## 2243        2018                   Peru
## 2244        2018               Tanzania
## 2245        2018                 Belize
## 2246        2018                 Brazil
## 2247        2018              Venezuela
## 2248        2020                 Mexico
## 2249        2020                   Peru
## 2250        2020       Papua New Guinea
## 2251        2011              Venezuela
## 2252        2012     Dominican Republic
## 2253        2012             Madagascar
## 2254        2012                   Peru
## 2255        2013              Nicaragua
## 2256        2013             Madagascar
## 2257        2013             Madagascar
## 2258        2014              Venezuela
## 2259        2014                   Cuba
## 2260        2015                Ecuador
## 2261        2015                   Cuba
## 2262        2015             Madagascar
## 2263        2015                Vietnam
## 2264        2015                 Brazil
## 2265        2015                Ecuador
## 2266        2013                 Mexico
## 2267        2013             Costa Rica
## 2268        2013     Dominican Republic
## 2269        2013                   Peru
## 2270        2015               Trinidad
## 2271        2015               Colombia
## 2272        2015       Papua New Guinea
## 2273        2015                Vietnam
## 2274        2019                Vietnam
## 2275        2019                Vietnam
## 2276        2016               Suriname
## 2277        2019              Venezuela
## 2278        2019                   Peru
## 2279        2019                   Peru
## 2280        2015             Madagascar
## 2281        2019              Nicaragua
## 2282        2019                 Mexico
## 2283        2021                  Haiti
## 2284        2007     Dominican Republic
## 2285        2009                 Mexico
## 2286        2011                Bolivia
## 2287        2014                 Belize
## 2288        2008                  Ghana
## 2289        2008                   Peru
## 2290        2008                   Peru
## 2291        2008             Madagascar
## 2292        2009                  Blend
## 2293        2009                  Blend
## 2294        2012                  Blend
## 2295        2016                  Blend
## 2296        2012                   Peru
## 2297        2012             Madagascar
## 2298        2012                Bolivia
## 2299        2012                 Brazil
## 2300        2012                  Blend
## 2301        2012       Papua New Guinea
## 2302        2012             Madagascar
## 2303        2012              Venezuela
## 2304        2012                Ecuador
## 2305        2012                Ecuador
## 2306        2012                 Mexico
## 2307        2012                Bolivia
## 2308        2012     Dominican Republic
## 2309        2012                 Brazil
## 2310        2014                Ecuador
## 2311        2014             Madagascar
## 2312        2014                 Uganda
## 2313        2015                   Peru
## 2314        2015                Ecuador
## 2315        2015     Dominican Republic
## 2316        2015                 Belize
## 2317        2015             Madagascar
## 2318        2015              Guatemala
## 2319        2019                  Haiti
## 2320        2019                 Belize
## 2321        2019                Bolivia
## 2322        2015                   Peru
## 2323        2007              Venezuela
## 2324        2007            Ivory Coast
## 2325        2007                  Ghana
## 2326        2007                  Blend
## 2327        2007             Madagascar
## 2328        2012                  Congo
## 2329        2015                   Peru
## 2330        2019                Ecuador
## 2331        2018               Colombia
## 2332        2018               Colombia
## 2333        2016                 Belize
## 2334        2019               Tanzania
## 2335        2020                Ecuador
## 2336        2014                Ecuador
## 2337        2012                 Tobago
## 2338        2011              Venezuela
## 2339        2011     Dominican Republic
## 2340        2012                Bolivia
## 2341        2018                  Haiti
## 2342        2018                Bolivia
## 2343        2018                 Belize
## 2344        2019               Colombia
## 2345        2019                Ecuador
## 2346        2014     Dominican Republic
## 2347        2012     Dominican Republic
## 2348        2012     Dominican Republic
## 2349        2020              Nicaragua
## 2350        2020                  Haiti
## 2351        2020              Guatemala
## 2352        2021            Philippines
## 2353        2018                   Peru
## 2354        2018                   Peru
## 2355        2020                Vietnam
## 2356        2020               Honduras
## 2357        2020                   Peru
## 2358        2011             Madagascar
## 2359        2011     Dominican Republic
## 2360        2013                Bolivia
## 2361        2013     Dominican Republic
## 2362        2014             Madagascar
## 2363        2015     Dominican Republic
## 2364        2015                Ecuador
## 2365        2017               Tanzania
## 2366        2016                   Peru
## 2367        2011     Dominican Republic
## 2368        2017     Dominican Republic
## 2369        2017               Tanzania
## 2370        2017              Guatemala
## 2371        2014              Nicaragua
## 2372        2014     Dominican Republic
## 2373        2016             Madagascar
## 2374        2016               Tanzania
## 2375        2014              Venezuela
## 2376        2017               Colombia
## 2377        2018              Nicaragua
## 2378        2020                 Belize
## 2379        2006               Trinidad
## 2380        2006                  Blend
## 2381        2006              Venezuela
## 2382        2006             Madagascar
## 2383        2006                  Blend
## 2384        2007                  Blend
## 2385        2007                  Blend
## 2386        2007                  Blend
## 2387        2007                  Blend
## 2388        2007              Venezuela
## 2389        2007              Venezuela
## 2390        2007             Madagascar
## 2391        2009                  Ghana
## 2392        2009     Dominican Republic
## 2393        2009                Ecuador
## 2394        2011                  Blend
## 2395        2011              Venezuela
## 2396        2012              Venezuela
## 2397        2013                  Blend
## 2398        2013     Dominican Republic
## 2399        2015                   Peru
## 2400        2017                  Blend
## 2401        2012                  Ghana
## 2402        2012                  Ghana
## 2403        2009             Madagascar
## 2404        2009             Madagascar
## 2405        2009             Madagascar
## 2406        2009             Madagascar
## 2407        2009             Madagascar
## 2408        2009             Madagascar
## 2409        2015                Bolivia
## 2410        2015                Bolivia
## 2411        2018                Bolivia
## 2412        2018              Guatemala
## 2413        2018     Dominican Republic
## 2414        2012                  Blend
## 2415        2013                  Blend
## 2416        2014     Dominican Republic
## 2417        2014               Trinidad
## 2418        2014                Ecuador
## 2419        2021              Guatemala
## 2420        2021     Dominican Republic
## 2421        2021                  Blend
## 2422        2021                Ecuador
## 2423        2012                Vietnam
## 2424        2014                   Peru
## 2425        2007                Ecuador
## 2426        2007                Ecuador
## 2427        2007                Ecuador
## 2428        2007                Ecuador
## 2429        2015             Madagascar
## 2430        2015              Guatemala
## 2431        2015                 Belize
## 2432        2015              Venezuela
## 2433        2015                   Peru
## 2434        2016                   Peru
## 2435        2016              Venezuela
## 2436        2016     Dominican Republic
## 2437        2018                Bolivia
## 2438        2018                  Haiti
## 2439        2016     Dominican Republic
## 2440        2016                   Peru
## 2441        2017                  Samoa
## 2442        2018               Tanzania
## 2443        2018                Bolivia
## 2444        2021            Philippines
## 2445        2021                 Uganda
## 2446        2021               Honduras
## 2447        2021               Trinidad
## 2448        2011                  Ghana
## 2449        2013                   Peru
## 2450        2013                   Peru
## 2451        2013                   Peru
## 2452        2013                   Peru
## 2453        2009                   Peru
## 2454        2009              Venezuela
## 2455        2010             Madagascar
## 2456        2010              Venezuela
## 2457        2010              Indonesia
## 2458        2013              Indonesia
## 2459        2014               Colombia
## 2460        2016               Colombia
## 2461        2016              Venezuela
## 2462        2016                Bolivia
## 2463        2016                  Ghana
## 2464        2019                 Belize
## 2465        2019              Venezuela
## 2466        2021     Dominican Republic
## 2467        2011     Dominican Republic
## 2468        2011              Venezuela
## 2469        2012                Ecuador
## 2470        2012             Costa Rica
## 2471        2012             Madagascar
## 2472        2013                Ecuador
## 2473        2013               Trinidad
## 2474        2014                   Peru
## 2475        2021               Tanzania
## 2476        2013     Dominican Republic
## 2477        2019            El Salvador
## 2478        2019            El Salvador
## 2479        2019            El Salvador
## 2480        2020               Tanzania
## 2481        2020                   Peru
## 2482        2020              Nicaragua
## 2483        2017     Dominican Republic
## 2484        2017             Madagascar
## 2485        2021               Trinidad
## 2486        2021                Vietnam
## 2487        2021     Dominican Republic
## 2488        2021                Bolivia
## 2489        2015       Papua New Guinea
## 2490        2015                  Blend
## 2491        2015     Dominican Republic
## 2492        2015             Madagascar
## 2493        2015                   Peru
## 2494        2015                 Belize
## 2495        2016                Ecuador
## 2496        2016               Trinidad
## 2497        2016               Tanzania
## 2498        2016             Madagascar
## 2499        2016               Tanzania
## 2500        2016               Trinidad
## 2501        2011                Bolivia
## 2502        2011       Papua New Guinea
## 2503        2011                Bolivia
## 2504        2016                  Blend
## 2505        2016        Solomon Islands
## 2506        2018              Nicaragua
## 2507        2018               DR Congo
## 2508        2018              Nicaragua
## 2509        2018              Nicaragua
## 2510        2010                 Brazil
## 2511        2011                  Congo
## 2512        2011                  India
## 2513        2011                  India
## 2514        2011                   Peru
## 2515        2012                   Peru
## 2516        2012                Ecuador
## 2517        2012       Papua New Guinea
## 2518        2012                Bolivia
## 2519        2012                  Congo
## 2520        2012                 Panama
## 2521        2012                  Blend
## 2522        2012                   Peru
## 2523        2012                  Blend
## 2524        2012     Dominican Republic
## 2525        2012     Dominican Republic
## 2526        2014                  Blend
## 2527        2017               Colombia
## 2528        2018                  Blend
## 2529        2018                  Congo
## 2530        2018                 Belize
##                         specific_bean_origin_or_bar_name cocoa_percent
## 1                                  Kokoa Kamili, batch 1         0.760
## 2                                        Zorzal, batch 1         0.760
## 3                                 Bejofo Estate, batch 1         0.760
## 4                                  Matasawalevu, batch 1         0.680
## 5                                  Sur del Lago, batch 1         0.720
## 6                               Semuliki Forest, batch 1         0.800
## 7                                      Anamalai, batch 1         0.680
## 8                                                Bolivia         0.700
## 9                                                   Peru         0.630
## 10                                                Panama         0.700
## 11                                              Colombie         0.700
## 12                                   Madagascar, Criollo         0.700
## 13                                              Birmanie         0.700
## 14                                                Brazil         0.700
## 15                                      Papua New Guinea         0.700
## 16                                                 Piura         0.700
## 17                                  Chanchamayo Province         0.700
## 18                                              Equateur         0.700
## 19                                                 Chuao         0.700
## 20                                  Chanchamayo Province         0.630
## 21                                     Carenero, Criollo         0.700
## 22                                                  Cuba         0.700
## 23                                 Sur del Lago, Criollo         0.700
## 24                               Puerto Cabello, Criollo         0.700
## 25                                               Pablino         0.700
## 26                                                 Kpime         0.700
## 27                                                Atsane         0.700
## 28                                                 Akata         0.700
## 29                                                Quilla         0.700
## 30                                           Agua Grande         0.630
## 31                                             Porcelana         0.700
## 32                                                Absolu         0.630
## 33                                               La Joya         0.700
## 34                    Chulucanas, El Platanal, batch 001         0.700
## 35                                     Tumbes, Norandino         0.700
## 36                               Teapa, Tabasco, batch 2         0.740
## 37      Barataria, El Plantal and Norandino Tumbes blend         0.700
## 38                                            Vanua Levu         0.600
## 39                                    Vanua Levu, Toto-A         0.800
## 40                                            Vanua Levu         0.880
## 41                                Vanua Levu, Ami-Ami-CA         0.720
## 42                         Malekula Island, batch M10/19         0.700
## 43                            Malo Island, batch Ma20/19         0.700
## 44                            Santo Island, batch S15/19         0.700
## 45                             EPI Island, batch E 11/19         0.700
## 46                             Los Rios, Quevedo, Arriba         0.550
## 47                             Los Rios, Quevedo, Arriba         0.700
## 48                                               Tabasco         0.700
## 49                           Madagascar, Ambolikapiky P.         0.750
## 50                               Monte Alegre, D. Badero         0.750
## 51              Bali (west), Sukrama Family, Melaya area         0.750
## 52                                                 Chuao         0.750
## 53                                          Piura, Perou         0.750
## 54                                               Trinite         0.650
## 55                                               Vietnam         0.750
## 56                                            Madagascar         0.750
## 57                                    Porcelana, Mexique         0.750
## 58                                      Winak Coop, Napo         0.700
## 59                                   La Dalia, Matagalpa         0.700
## 60                                Makwale Village, Kyela         0.700
## 61                                            Tien Giang         0.700
## 62                                          Sur del Lago         0.600
## 63                                   Conacado, batch 130         0.600
## 64                                    Bolivia, batch 154         0.600
## 65                                    Bolivia, batch 101         0.800
## 66                                       Peru, batch 148         0.600
## 67                                            CIAAB Coop         0.600
## 68                                          Villa Andina         0.600
## 69                                             Momotombo         0.600
## 70                                        Gruppo Salinas         0.600
## 71                                              Acopagro         0.600
## 72                                            Oko Caribe         0.700
## 73                                               Cuyagua         0.700
## 74                                            Madagascar         0.700
## 75                                               Ocumare         0.700
## 76                                        Bali, Jembrana         0.700
## 77                                              Montanya         0.700
## 78                                                 Chuao         0.700
## 79                                              Dos Rios         0.700
## 80                                                Guayas         0.700
## 81                                                Morobe         0.700
## 82                                               Ecuador         0.700
## 83                                               Ecuador         0.850
## 84                                                 Ghana         0.700
## 85                                                 Ghana         0.850
## 86                                               Maranon         0.700
## 87                                           Platan Bajo         0.700
## 88            LamasdelChanka, San Martin, Oro Verde coop         0.720
## 89                   Bellavista Gran Pajeten, San Martin         0.730
## 90                                                Belize         0.640
## 91                                            Madagascar         0.660
## 92                                    Dominican Republic         0.750
## 93                                      Papua New Guinea         0.630
## 94                                             Venezuela         0.700
## 95                                                  Peru         0.680
## 96                                         Toscano Black         0.660
## 97                                               Ecuador         0.700
## 98                                               Jamaica         0.700
## 99                                               Grenada         0.700
## 100                                             Trinidad         0.700
## 101                                        Toscano Black         0.630
## 102                                            Venezuela         0.700
## 103                             Piura, Blanco de Criollo         0.700
## 104                                           Madagascar         0.700
## 105                                                Chuao         0.700
## 106                                            Porcelana         0.700
## 107                                                 Nine         0.750
## 108                                        Toscano Black         0.700
## 109                    Monte Alegre, 3 diff. plantations         0.850
## 110                    Monte Alegre, 3 diff. plantations         0.500
## 111                    Monte Alegre, 3 diff. plantations         0.750
## 112                    Monte Alegre, 3 diff. plantations         0.600
## 113                                              Catongo         0.750
## 114                                              Elvesia         0.750
## 115                                            Alto Beni         0.750
## 116                              Maya Mountain, batch 39         0.750
## 117     Alta Verapaz, Cahabon & Lanquin regions, b. 4243         0.750
## 118                                              Chiapas         0.720
## 119                                             Equateur         0.750
## 120                                           Madagascar         0.750
## 121                                           Trincheras         0.750
## 122                                       Fazenda Camboa         0.750
## 123                                            Guatemala         0.700
## 124                                       Fazenda Camboa         0.700
## 125                                             Nacional         0.680
## 126                                           Oko Caribe         0.700
## 127                                         Camino Verde         0.750
## 128                               Puerto Quito, heirloom         0.700
## 129                                        Maya Mountain         0.700
## 130                                                Chuno         0.700
## 131                                    Hacienda Victoria         0.700
## 132                                     Costa Esmeraldas         0.700
## 133                                         Matasawalevu         0.700
## 134                                             Lam Dong         0.730
## 135                                             San Juan         0.700
## 136                                           Tien Giang         0.730
## 137                                               Lachua         0.700
## 138                                      La Masica, FHIA         0.700
## 139                                         Kokoa Kamili         0.700
## 140                                               Rugoso         0.700
## 141                                              Elvesia         0.700
## 142                                Coto Brus, Terciopelo         0.700
## 143                                              Phantom         0.700
## 144                                             Anamalai         0.700
## 145                                     Sambirano Valley         0.700
## 146                                              Ben Tre         0.730
## 147                                              Ucayali         0.700
## 148                                              Beniano         0.700
## 149                                                 Pisa         0.700
## 150                                           Ramnath E.         0.700
## 151                                               Tumaco         0.700
## 152                                               Idukki         0.700
## 153                                      Jangareddygudem         0.700
## 154                                                Apoyo         0.700
## 155                                               Masaya         0.700
## 156                                             Mombacho         0.700
## 157                                            Cocibolca         0.700
## 158                                                Congo         0.720
## 159                                      Brazil Rio Doce         0.720
## 160                                   Ocumare, Venezuela         0.750
## 161                                                 Java         0.720
## 162                                           Madagascar         0.800
## 163                                                 Peru         0.750
## 164                                   Dominican Republic         0.720
## 165                                            Venezuela         1.000
## 166                                           Costa Rica         0.720
## 167                             Ba Ria Vung Tau Province         0.720
## 168                                                 Bali         0.720
## 169                                              Jamaica         0.720
## 170                                               Panama         0.720
## 171                                                Haiti         0.720
## 172                                 Colombia, Casa Luker         0.720
## 173                      Trinidad, Heritage, Limited ed.         0.720
## 174                              Orinoqua Region, Arauca         0.720
## 175                          Idukki Kerala, lot IN728221         0.720
## 176                      Bejofo E., Akesson, lot MA72820         0.720
## 177                            Kokoa Kamili, lot TZ72199         0.720
## 178                                            Xoconusco         0.750
## 179                                   San Jose del Tambo         0.700
## 180                                                Davao         0.770
## 181                                       Tenende, Uwate         0.720
## 182                                               Cortes         0.700
## 183                                               Mababa         0.680
## 184                                      Solomon Islands         0.700
## 185                                                Davao         0.770
## 186                                    Paquibao E., 2016         0.700
## 187                                       South Cotabato         0.700
## 188                                       Saloy E., 2016         0.700
## 189                                               Tumaco         0.700
## 190                                               Zorzal         0.700
## 191                                                Bahia         0.700
## 192                                           Houseblend         0.700
## 193                                            Sambirano         0.700
## 194                                           Houseblend         0.800
## 195                                     Papua New Guinea         0.700
## 196                                 Bahia, Vale Potumujo         0.700
## 197                                     Bambamarca, 2015         0.700
## 198                                    Huallabamba, 2015         0.700
## 199                                               Belize         0.720
## 200                                               Uganda         0.820
## 201                                         Kokoa Kamili         0.720
## 202                                      Duarte Province         0.700
## 203                                              Chiapas         0.700
## 204                                            Sambirano         0.700
## 205                                       Maranon Canyon         0.700
## 206                                                Bahia         0.700
## 207                                Turrialba, Cartago P.         0.720
## 208                                     Montserrat Hills         0.800
## 209                                        single estate         0.800
## 210                                              Ecuador         0.650
## 211                          Dominican Republic, Batch 3         0.650
## 212                                               Brazil         0.700
## 213                                                 Peru         0.700
## 214                   Asajaya E, NW Borneo, b. #132/4500         0.730
## 215                   Serian E., NW Borneo, b. #134/3800         0.720
## 216                                  Brazil, Batch 20316         0.800
## 217                      Dominican Republic, Batch 31616         0.700
## 218                                 Ecuador, Batch 31516         0.700
## 219                                              Ecuador         0.900
## 220                                           Costa Rica         0.640
## 221                                     Papua New Guinea         0.640
## 222                                                 Peru         0.640
## 223                                              Ecuador         0.710
## 224                              Alto Beni, Palos Blanco         0.700
## 225                       Kokao Kamili, Kilombero Valley         0.700
## 226                                Oko Caribe, Duarte P.         0.700
## 227                                             Lam Dong         0.750
## 228                                 Ben Tre, batch 70301         0.700
## 229                       Belize south, low fermentation         0.830
## 230                                         Belize south         0.780
## 231                                         Belize south         0.830
## 232                                             Vung Tau         0.720
## 233                               Anamalai, 2018 harvest         0.720
## 234                                Sungai Ruan, Koh Farm         0.720
## 235                  Somia Plantation, Sambirano, 70hr C         0.720
## 236             Bali, Sukrama Bros. Farm, Melaya, 62hr C         0.720
## 237                                              Baracoa         0.740
## 238                                      Cuyagua Village         0.740
## 239                                                Chuao         0.740
## 240                                        Rio Peripa H.         0.730
## 241                                               Nature         0.550
## 242                   Carenero S., Barlovento, Grand Cru         0.700
## 243                 Porcelana, Premier Cru, Quizas No. 1         0.740
## 244                                      Java, Grand Cru         0.640
## 245                   Ocumare, Premier Cru, Quizas No. 2         0.720
## 246                                           Madagascar         0.640
## 247                                            Maracaibo         0.880
## 248                 Indigena Amazonia, Grand Cru, Quizas         0.720
## 249                                              Ecuador         0.720
## 250                            Nicaragua, American style         0.760
## 251                           San Andres, American style         0.760
## 252                                     San Andres, silk         0.780
## 253                                               Belize         0.860
## 254                                               Merida         0.700
## 255                                             Carabobo         0.700
## 256                                               Aragua         0.700
## 257                                            Sambirano         0.710
## 258                                               Ankasa         0.700
## 259                                       Bocas del Toro         0.750
## 260                                         Puerto Plata         0.680
## 261                                         Puerto Plata         0.750
## 262                                            Sambirano         0.750
## 263                                         Puerto Plata         0.650
## 264                                            Sambirano         0.650
## 265                                      Bali, Singaraja         0.650
## 266                                      Sambirano, 2009         0.700
## 267                                   Ocumare, prototype         0.780
## 268                                      Bali, Singaraja         0.750
## 269                2009 Hapa Nibby, Dominican Rep., Bali         0.700
## 270                                                Ghana         0.720
## 271                                                Haiti         0.700
## 272                                            Guatemala         0.700
## 273                                   Dominican Republic         0.700
## 274                                               Belize         0.700
## 275                                               La Red         0.700
## 276                                    Carenero Superior         0.700
## 277                                             Matiguas         0.700
## 278                     "Cocoa Nibs", Hispaniola w/ nibs         0.700
## 279                                 Blue Mountain Region         0.700
## 280                              Sierra Nevada, batch 92         0.720
## 281                              Maya Mountain, batch 98         0.720
## 282                                         Organic Dark         0.720
## 283                                     Congo, Grand Cru         0.820
## 284                                            Guatemala         0.700
## 285                                           Madagascar         0.700
## 286                                               Lachua         0.750
## 287                                       Zorzal Reserva         0.750
## 288                           Akesson's E., Sambirano V.         0.820
## 289                                         Kokoa Kamili         0.750
## 290                                             Maya Mtn         0.700
## 291                              Keningau, Borneo Island         0.680
## 292                           Kota Marudu, Borneo Island         0.720
## 293                                 Tawau, Borneo Island         0.740
## 294                                          One Hundred         1.000
## 295                                               Ceylan         0.750
## 296                                   Carribean, Trinite         0.750
## 297                              Ocumare, Puerto Cabello         0.750
## 298                                           Madagascar         0.750
## 299                                Maracaibo, El Rosario         0.750
## 300                                                Chuao         0.750
## 301                                             Equateur         0.750
## 302                                 Porcelana, Venezuela         0.750
## 303                                 Porcelana, Apotequil         0.750
## 304                                          Ivory Coast         0.750
## 305                Porcelana, Tabasco,  Marfil de Blanco         0.750
## 306                                Xoconusco, cacao Real         0.750
## 307                                             Jamaique         0.750
## 308                                                 Cuba         0.750
## 309                                   Cusco, Cacao Cusco         0.750
## 310                                         Piura Blanco         0.750
## 311                                              Juliana         0.750
## 312                                              Libanio         0.750
## 313                                                Haiti         0.750
## 314                             Madagascar, 100% criollo         0.750
## 315                                                Gabon         0.750
## 316                                             Maragnam         0.750
## 317               Los Colorados, Santo Domingo, Equateur         0.750
## 318                 Surfin, Venez,Africa,Brasil,Peru,Mex         0.650
## 319                                                Kaori         0.750
## 320                                           Selva Maya         0.750
## 321                                        Madre de Dios         0.750
## 322              El Rosario, Xoconuzco, Cusco, Sambirano         0.750
## 323                            El Castillero, Indio Maiz         0.750
## 324                              El Oro, Hacienda de Oro         1.000
## 325                              El Oro, Hacienda de Oro         0.770
## 326                                        Maya Mountain         0.700
## 327                                             Conacado         0.700
## 328                                           Esmeraldas         0.750
## 329                                              Ucayali         0.700
## 330                                  Wild Bolivia, Sucre         0.700
## 331                                         Kokoa Kamili         0.620
## 332                                           Cooproagro         0.720
## 333                                 Camino Verde, Guayas         0.700
## 334                                  Ghana, batch 021813         0.750
## 335                   Chuao, Mantuano blend, batch 23613         0.850
## 336                                        Maya Mountain         0.700
## 337                                                Chuao         0.700
## 338                               Conacado, batch 001515         0.680
## 339                                 Guasare, Zulia Prov.         0.700
## 340                                      O'payo, Waslala         0.700
## 341                                           Elvesia P.         0.700
## 342                                               Manabi         0.750
## 343                                      Ambolikapiky P.         0.800
## 344                                           Elvesia P.         0.600
## 345                                           Elvesia P.         0.800
## 346                                        Maya Mountain         0.800
## 347                                      Ambolikapkly P.         0.600
## 348                         Alta Verapaz, 2014, batch 69         0.700
## 349                                              Jamaica         0.700
## 350                                           Gran Couva         0.680
## 351                                     Somia Plantation         0.720
## 352                                        Marabel Farms         0.700
## 353                          Camino Verde, Balao, Guayas         0.720
## 354                                              Ecuador         0.700
## 355                                   Dominican Republic         0.680
## 356                      Alto Beni, No.2, Batch 17, 2016         0.700
## 357                        Lanquin, No.3, Batch 21, 2016         0.700
## 358                                     Ecuador, Bob Bar         0.600
## 359                             Trinidad, batch 05050114         0.720
## 360                                               Belize         0.720
## 361                                                Blend         0.720
## 362                                Mindo, batch 01040914         0.720
## 363                                              Ecuador         0.700
## 364                                             Pingtung         0.700
## 365                                                Davao         0.700
## 366                          Monte Grande, lot 001180312         0.700
## 367                                           Asochivite         0.700
## 368                                              Beniano         0.700
## 369                                          Puerto Rico         0.700
## 370                                             Patanemo         0.750
## 371                       Dominican Republic, "Love Bar"         0.750
## 372                           Dominican Republic w/ nibs         0.750
## 373                                               Tumbes         0.750
## 374                                            Venezuela         0.720
## 375                                               Mexico         0.660
## 376                                             Tanzania         0.750
## 377                                        Santo Domingo         0.700
## 378                                          Grand 'Anse         0.650
## 379                            H. Betulia, Antioquia, B8         0.720
## 380                            H. Betulia, Antioquia, B9         0.720
## 381                            H. Betulia, Antioquia, B6         0.720
## 382              Agua Fria; Sucre region, H. La Trinidad         0.750
## 383      Macuare; Miranda; Chloe formula, H. La Trinidad         0.740
## 384                 Chuao, Aragua region, H. La Trinidad         0.750
## 385                 Chuao, Aragua region, H. La Trinidad         0.700
## 386                                 Hacienda la Trinidad         0.740
## 387                                           Rio Caribe         0.750
## 388                                                Chuao         0.770
## 389                                      Carupano Pintao         0.750
## 390                            Barlovento, Familia Rojas         0.750
## 391                                              Canoabo         0.700
## 392                                                Chuao         0.700
## 393                        Boyaca, Aprocampa Coop, Pauna         0.690
## 394                                               Arauca         0.700
## 395                                        Sierra Nevada         0.640
## 396                                               Tumaco         0.700
## 397                                             Arhuacos         0.720
## 398                                              Macondo         0.710
## 399                                          Perla Negra         0.740
## 400                                 Jutiapa, lot 050916D         0.700
## 401                          Dominican Republicm, rustic         0.720
## 402                           Dominican Republic, rustic         0.650
## 403                                   Dominican Republic         0.660
## 404                          Criollo, Dominican Republic         0.720
## 405                         Porcelana, Tabasco,  La Joya         0.700
## 406                       Xoconusco, Chiapas, cacao Real         0.700
## 407                                              Grenada         0.710
## 408                                           Madagascar         0.710
## 409                                            Venezuela         0.710
## 410                                            Venezuela         0.770
## 411                                              Ecuador         0.710
## 412                                                Papua         0.710
## 413                                        Mahali, Kasai         0.700
## 414                Zorzal Reserve, Hispaniola, batch 239         0.720
## 415                                              Ucayali         0.720
## 416                                     Costa Esmeraldas         0.720
## 417                                           Madagascar         0.700
## 418                                                 Peru         0.700
## 419                                              Vietnam         0.700
## 420                                                Ghana         0.700
## 421                                   Dominican Republic         0.700
## 422                                              Ecuador         0.700
## 423                                        Chuncho-Cuzco         0.700
## 424                          Lakuna, Amazonas, silvestre         0.700
## 425                                                Cuzco         0.800
## 426                                         Piura Select         0.700
## 427                                            Pichincha         0.910
## 428                                              Bolivar         0.820
## 429                                             Amazonia         0.630
## 430                                           Esmeraldas         0.710
## 431                                               Baking         0.700
## 432                                              Grenade         0.600
## 433                                             Sao Tome         0.780
## 434                                             Trinidad         0.700
## 435                                            Venezuela         0.800
## 436                                              Ecuador         1.000
## 437                                                 Cuba         0.750
## 438                                   Dominican Republic         0.720
## 439                                    Lago di Como, Blu         0.700
## 440                                            Porcelana         0.750
## 441                                             Tanzania         0.730
## 442                                Porcelana, Batch 5163         0.700
## 443                                              Bolivia         0.750
## 444                                               Brazil         0.700
## 445                                               Arauca         0.700
## 446                                               Tumaco         0.700
## 447                                                Choco         0.700
## 448                                                 Meta         0.700
## 449                                           Esmeraldas         0.770
## 450                                               Manabi         0.770
## 451                                             Los Rios         0.770
## 452                                               Manabi         0.550
## 453                                             Los Rios         0.550
## 454                                           Esmeraldas         0.550
## 455                             Saidor Estate, Madang P.         0.700
## 456                                        Kulili Estate         0.700
## 457                                  La Colonia, batch 5         0.700
## 458                                Kokoa Kamili, batch 9         0.700
## 459                                    Ucayali, batch 12         0.700
## 460                                   Soconusco, batch 2         0.700
## 461                                           Costa Rica         0.800
## 462                                           Costa Rica         0.720
## 463                    Talamanca, Raul-Kekoldo community         0.720
## 464                             Antigua, Special Reserve         0.720
## 465                               Anselmo Paraiso Estate         0.720
## 466                                               Arauca         0.650
## 467                                               Tumaco         0.650
## 468                                              Cordoba         0.650
## 469                                                Huila         0.650
## 470                                         Cesar, CCN51         0.650
## 471                                     Ecuador, Vietnam         0.750
## 472                          Fazenda Camboa, Bahia, 2018         0.710
## 473                                  Amazon Forest, 2018         0.650
## 474                                San Martin, batch 155         0.700
## 475                                    Tumbes, batch 176         0.700
## 476                                   Bolivia, batch 166         0.700
## 477                                  Guaniamo, batch 173         0.720
## 478                        Guaniamo, Amazonas, batch 159         0.700
## 479                                 Nicaragua, batch 164         0.720
## 480                                  Conacado, batch 161         0.730
## 481                                           Elvesia P.         0.700
## 482                               Sierra Nevada, batch 1         0.720
## 483                                    Arauca, batch 280         0.760
## 484             the lost city, gracias a dias, batch 362         0.720
## 485                          Piaroa, Amazonas, Batch 350         0.720
## 486                                    Duarte, Batch 360         0.700
## 487                        Maya Mtn, Batch 454, Heirloom         0.720
## 488                                  Patanemo, batch 539         0.700
## 489                                          Puerto Rico         0.700
## 490                        Xoconusco, criollo, batch 834         0.700
## 491                         Valle de Los Rios, batch 990         0.700
## 492                                    Chuao, batch 1089         0.720
## 493                                              Ecuador         0.700
## 494                                                 Peru         0.700
## 495                                            Venezuela         0.700
## 496                                              Bolivia         0.700
## 497                                             Equateur         0.720
## 498                                               Uganda         0.700
## 499                            Ambanja, Sambirano Valley         0.700
## 500                                        Maya Mountain         0.700
## 501                     Maranon, nano-lot #709, bar# 371         0.720
## 502                                    Beni, Cru Sauvage         0.740
## 503                  San Esteban (Chloe, Maria, Patrice)         0.680
## 504                                             Maya Mtn         0.700
## 505                                             Los Rios         0.750
## 506                                               Arriba         0.550
## 507                                           la Amistad         0.700
## 508                                        Ucayali River         0.720
## 509                                     Costa Esmeraldas         0.720
## 510                                        Tumaco Narino         0.830
## 511              Dominican Republic, "Provincetown Dark"         0.690
## 512                                          Blend No. 1         0.700
## 513                                              Ecuador         0.700
## 514                                Maya Mountain w/ nibs         0.750
## 515                                        Maya Mountain         0.820
## 516                     Mekong Delta, early 2014 Harvest         0.700
## 517                             Tawau, Oct. 2015 Harvest         0.700
## 518                                             La Dalia         0.720
## 519                                               Zorzal         0.710
## 520                                       Peru, batch C7         0.650
## 521                          Dominican Republic, batch 5         0.800
## 522                                Peru + nibs, batch C6         0.650
## 523       Ottange Farm, Mava P., Ramena River, Sambirano         0.740
## 524                                           Madagascar         0.700
## 525                                            Venezuela         0.680
## 526                                  Tumbes, "Zarumilla"         0.900
## 527                          Philly Blend, 5 plantations         0.800
## 528                                        Wild Bolivian         0.700
## 529                                               Uganda         0.700
## 530                                            Nicaragua         0.800
## 531                                   Dominican Republic         0.600
## 532                                   Dominican Republic         0.750
## 533                                              Ocumare         0.800
## 534                                              Ecuador         0.700
## 535                                                 Peru         0.740
## 536                                         Tres Hombres         0.750
## 537                                   Congo, Gorilla bar         0.680
## 538                                     Peru, Awagum bar         0.800
## 539                                              Ecuador         0.820
## 540                                                 Peru         0.680
## 541                                           Madagascar         0.720
## 542                                                 Peru         0.700
## 543                                              Maranon         0.690
## 544                                    Carenero Superior         0.800
## 545                                                Chuao         0.700
## 546                                               Zorzal         0.720
## 547                   Idukki Hills, GoGround, batch 0089         0.700
## 548                                            Xoconusco         0.700
## 549                                 Anamalai, Tamil Nadu         0.630
## 550                  Monte Grande Plantation, Coatepeque         0.760
## 551                                              Ucayali         0.700
## 552                                             Patanemo         0.770
## 553                Chiapas, Lacandon Jungle, Oaxacom Mtn         0.650
## 554                Chiapas, Lacandon Jungle, Oaxacom Mtn         0.750
## 555                               Chivite, Cahabon River         0.700
## 556                                               Duarte         0.730
## 557                                Maya Mountain, Toledo         0.700
## 558                                    Bolivar, Guaranda         0.710
## 559                                               Guyave         0.710
## 560                                              Maragda         0.700
## 561                                              Ocumare         0.710
## 562                                              Kendari         0.600
## 563                                              Tarakan         0.750
## 564                                            Xoconusco         0.710
## 565                                            Sambirano         0.710
## 566                                              Tabasco         0.650
## 567                                              Tabasco         0.750
## 568                                              Ocumare         0.800
## 569                                   Porcelana, Tabasco         0.700
## 570                                            Brazilian         0.700
## 571                                            Brazilian         0.800
## 572                                              Ocumare         0.700
## 573                      Verapaz, 2017 harvest, Batch 14         0.700
## 574            Chuao w/ nibs, 2017-2018 harvest, Batch 9         0.750
## 575                Maya Mountain, 2017 harvest, Batch 11         0.700
## 576                            Bejofo, 2019 H., Batch 20         0.670
## 577                           Kokoa Kamili, harvest 2018         0.750
## 578             Wild Tranquilidad, harvest 2018, batch 9         0.750
## 579                                           Guadeloupe         0.420
## 580                                     Ucayali, batch 1         0.700
## 581                                              Ucayali         0.750
## 582                          Vietnam, Marou 2017 harvest         0.720
## 583                          Hacienda Azul, 2017 harvest         0.700
## 584                           Camino Verde, 2017 harvest         0.730
## 585                           Kokoa Kamili, 2017 harvest         0.720
## 586                                           Oko Caribe         0.720
## 587                         Fazenda Camboa, 2017 harvest         0.700
## 588                      Maranon Canyon, Fortunato No. 4         0.680
## 589                                              Choroni         0.610
## 590                                                Chuao         0.770
## 591                        Principe, Sao Tome & Principe         1.000
## 592                  Terreiro Velho P. w/ sugar crystals         0.800
## 593               Terreiro Velho P., Sao Tome & Principe         0.750
## 594               Terreiro Velho P., Sao Tome & Principe         0.735
## 595                                           Oko Caribe         0.700
## 596                                                 Pisa         0.790
## 597        Camino Verde P., Balao, Guayas, 2014, batch 1         0.730
## 598                                              Ucayali         0.700
## 599                                            St. Lucia         0.700
## 600                              Maranon, batch 244PEmaD         0.680
## 601                          Sambirano, batch 236MAsaD77         0.770
## 602                                Tumaco, batch 227COtm         0.700
## 603                                    Carenero Superior         0.800
## 604                                           Esmeraldas         0.880
## 605                                                Moxos         0.720
## 606                                              Ocumare         0.700
## 607                                         Sur del Lago         0.700
## 608                                         Camino Verde         0.760
## 609                      Tien Giang, 2015, batch 10-2-16         0.780
## 610                                      Malah Na Bulong         0.700
## 611            Ivory Coast, Rainforest Alliance, batch 7         0.700
## 612                                              Ucayali         0.680
## 613                                         Kokoa Kamili         0.750
## 614                                 Sambirano, Menava P.         0.720
## 615                          Porcelana, Tabasco,  Mexico         0.720
## 616                                 Porcelana, Venezuela         0.720
## 617                                 Porcelana, Apotequil         0.720
## 618                                 Porcelana, Apotequil         0.620
## 619                                          Chuao 100hr         0.700
## 620                                           Chuao 70hr         0.700
## 621                                    Los Rios, H. Iara         0.720
## 622                                                Chuao         0.700
## 623                                             Trinidad         0.720
## 624                                              Grenada         0.720
## 625                                              Jamaica         0.720
## 626                                           Ocumare 61         0.720
## 627                                   Ecuador Puristique         1.000
## 628                                     Ghana Puristique         0.850
## 629                                           Madagascar         0.700
## 630                        Uba Budo, Sao Tome & Principe         0.720
## 631                                  Ecuador, Puristique         0.650
## 632                                                Ghana         0.750
## 633                                   Sensations Intense         0.700
## 634                                   Tanzania, batch a1         0.750
## 635                                   Bahia, batch a1213         0.650
## 636            Namau Village, N. Taileva P., batch a2812         0.670
## 637                                  Vanuatu, batch 2410         0.640
## 638                             Djual Island, batch 1712         0.750
## 639                              New Ireland, batch 1702         0.700
## 640                                  Vanuatu, batch 2410         0.830
## 641                          "heirloom", Arriba Nacional         0.850
## 642                          "heirloom", Arriba Nacional         0.730
## 643                                     Zorzal, batch 40         0.700
## 644                                     Aruaca, batch 39         0.700
## 645                               Camino Verde, batch 84         0.700
## 646                                 Wampusirpi, batch 41         0.700
## 647                   Anamalai, Pollachi City, batch 148         0.700
## 648     Lachua, Cacao Verapaz, 2018 harvest, batch 20092         0.700
## 649                      Pisa, 2020 harvest, batch 20111         0.700
## 650             Maya Mountain, 2020 harvest, batch 20107         0.750
## 651    Tabasco, Agrofloresta Cacao, 2020 h., batch 20098         0.700
## 652        Comalcalco, Tabasco, b. 2370003, 2019 harvest         0.730
## 653                      Daintree Estates, N. Queensland         0.700
## 654                                       Goodman Estate         0.700
## 655                          Dominican Republic, batch 7         0.720
## 656                   Crayfish Bay aka Non Pariel Estate         0.700
## 657                                               O'Payo         0.700
## 658                                        Robson Estate         0.700
## 659                                             Los Rios         0.700
## 660                     Angel Bar, Nicaragua, Madagascar         0.650
## 661        Puerto Rico, collab w/ USDA (Juan Echevarria)         0.680
## 662                                             Anamalai         0.720
## 663              Ucayali, collab w/ USAID & Alanzo Cacao         0.720
## 664                                                Upala         0.700
## 665                                            Colombian         0.700
## 666                                        Elvesia, 2011         0.700
## 667                   Cumboto, farmer Jose Lugo, batch 1         0.700
## 668                                    Patanemo, batch 3         0.700
## 669                              Mantuano, 2012, batch 1         0.700
## 670                            Papua New Guinea, batch 1         0.700
## 671                                                 Buto         0.700
## 672                                        Maya Mountain         0.700
## 673                 Camino Verde P., Balao, Guayas, 2013         0.700
## 674               San Francisco de Macoris, Cibao region         0.700
## 675                          Maya Mtn., Break Bar- Snark         0.700
## 676                    Zorzal Reserva, 2015 H., Kerchner         0.700
## 677                          Hacienda Azul, 2016 Harvest         0.700
## 678                        Gola Rainforest, 2017 harvest         0.700
## 679                    WAMPU, La Mosquitia, 2017 harvest         0.700
## 680                               Anamalai, 2017 harvest         0.700
## 681                                Ben Tre, 2018 Harvest         0.700
## 682           Cahabon, Cacao Verapaz, ADIOESMAC, batch 1         0.700
## 683                           Anamalai, 2018 H., batch 1         0.700
## 684        Piura Blanco, 2015 h.,Norandino Coop, batch 1         0.700
## 685      Anamalai, 2019 H., batch 1, nutmeg fermentation         0.700
## 686                       Kokoa Kamili, 2017 h., batch 2         0.700
## 687                      Zorzal Estate, 2016 h., batch 1         0.700
## 688                      Vale Potumuju, 2019 h., batch 1         0.700
## 689                                   Dominican Republic         0.700
## 690                                           Madagascar         0.700
## 691                                             Tanzania         0.700
## 692                               Zorzal Estate, 2017 h.         0.700
## 693                                       Las Acacias E.         0.750
## 694                                       Las Acacias E.         0.600
## 695                                          Los Ujuxtes         0.600
## 696                                                Chuao         0.750
## 697                                Oscuro, Finca Chimelb         0.700
## 698                                          Los Ujuxtes         0.700
## 699                                            Sambirano         0.700
## 700                                       Las Acacias E.         0.700
## 701                                          Los Ujuxtes         0.820
## 702                                 Venezuela, batch 122         0.720
## 703                                              Vietnam         0.720
## 704                  DUO, batch 002, Ecuador, Costa Rica         0.700
## 705                                                Piura         0.720
## 706                                         Mekong Delta         0.700
## 707                                           Madagascar         0.700
## 708                                             Tanzania         0.700
## 709                                              Ocumare         0.700
## 710                                              Ecuador         0.700
## 711                                              Bolivia         0.750
## 712                                          West Africa         0.580
## 713                                                Ghana         0.700
## 714                                           Rainforest         0.700
## 715                                            Venezuela         0.700
## 716                                       Nativo, Varzea         0.720
## 717                                       Selvagem, Jari         0.650
## 718                                  Bundibugyo District         0.700
## 719                         Sambirano Valley, batch 2477         0.700
## 720                                           Madagascar         0.660
## 721                                           Costa Rica         0.640
## 722                                              Ecuador         0.710
## 723                                                Ghana         0.600
## 724                                     Papua New Guinea         0.640
## 725                                                 Peru         0.640
## 726                                            Venezuela         0.660
## 727                                     Papua New Guinea         0.640
## 728                                              Elvesia         0.700
## 729                                      Duarte Province         0.700
## 730                                      Duarte Province         0.800
## 731                                  Kilombero, batch 41         0.720
## 732                              Monte Grande, batch 178         0.720
## 733                                           Costa Rica         0.770
## 734                                   Dominican Republic         0.770
## 735                                             Bolivian         0.800
## 736                                            Sambirano         0.800
## 737                                             Mantuano         0.750
## 738                                               La Red         0.740
## 739                                              Ecuador         0.700
## 740                                              Bolivia         0.750
## 741                      Ecuador, Choc. Garage Exclusive         0.700
## 742                                         Camino Verde         0.760
## 743                                              Elvesia         0.740
## 744                 Alto Beni, Wild Harvest, Limited Ed.         0.700
## 745                                           Tien Giang         0.780
## 746                                       Lanquin Estate         0.700
## 747                   Fazenda Camboa, Bahia, batch 17009         0.750
## 748                      Solomon Is.,batch 17158, N.Vela         0.720
## 749                             Vanua Levu, Matasawalevu         0.800
## 750                                Akesson P., Sambirano         0.720
## 751                                     Maya Mtn, Toledo         0.720
## 752                    Northerner, Madagascar and Brazil         0.730
## 753                         Bachelor's Hall, batch 20240         0.750
## 754            Soconusco, Rayen Cacao Co-op, batch 21154         0.720
## 755            Sao Tome, Grand Cru Plantation, amelonado         0.750
## 756                Sao Tome, unroasted, batch UNR-18-003         0.700
## 757                            Sao Tome, batch OST-18-01         0.650
## 758               Sao Tome, batch TRI-18-002, trinitario         0.750
## 759                                        Panama, Raven         0.720
## 760                             Puerto Cabello, Mantuano         0.720
## 761                                                 Johe         0.720
## 762                                       Puerto Cabello         0.850
## 763               O'ahu Island, N. Shore, Waialua Estate         0.700
## 764                                                 Noir         0.700
## 765                                  Africa, West Africa         0.880
## 766                            Sur del Lago Classificado         0.700
## 767                                             Apurimac         0.700
## 768                                    Carenero Superior         0.700
## 769                                Ocumare 61, Puertomar         0.750
## 770                                             Granella         0.600
## 771                                           Madagascar         0.700
## 772                                            Madagared         0.700
## 773                                      Java, Javablond         0.700
## 774                                            Porcelana         0.700
## 775                                              Ecuador         0.700
## 776                               Ocumare 67, Puertofino         0.700
## 777                                Carupano, H. San Jose         0.700
## 778                                               Teyuna         0.700
## 779                                          Blend No. 1         0.780
## 780                                              Ilblend         0.700
## 781                             Chuao, Hacienda San Jose         0.700
## 782                           Canoabo, Hacienda San Jose         0.700
## 783                                             Morogoro         0.700
## 784                                              Guasare         0.700
## 785                    IL100, H. San Jose, batch NDL3A01         1.000
## 786                                    Hacienda Victoria         0.700
## 787                                           Ocumare 77         0.700
## 788                                             Tanzania         0.700
## 789                                  Rio Caribe, Batch 7         0.700
## 790                                    Colombia, Batch 9         0.800
## 791                                  Madagascar, Batch 8         0.770
## 792                                    Non Pariel Estate         0.750
## 793                               Kablon Farm, batch 242         0.715
## 794                                   Verapaz, batch 254         0.720
## 795                                     Piura, batch 274         0.800
## 796                     Trio Reserve, 2020 h. batch D002         0.780
## 797                                           Oko Caribe         0.750
## 798                                         Kokoa Kamili         0.700
## 799                                           Hispaniola         0.750
## 800                                      Star of Ecuador         0.700
## 801                                               Panama         0.700
## 802                   Corazon del Ecuador, Calceta beans         0.720
## 803                                         Star of Peru         0.700
## 804                        Bocas del Toro, Tierra Oscura         0.720
## 805                                       Nicaliso, Xoco         0.710
## 806                                   Dominican Republic         0.650
## 807                                              Ocumare         0.710
## 808                                     Indio Rojo, Xoco         0.720
## 809                                              Ocumare         0.720
## 810                                          Chuno, Xoco         0.700
## 811                                    Rico Rugoso, Xoco         0.760
## 812                                      Rio Dulce, Xoco         0.700
## 813                                              Eti-Oni         0.700
## 814                                            Mayan Red         0.800
## 815                                       South Cotabato         0.700
## 816                                   Juno, batch 201006         0.700
## 817                       Dominican Republic, batch 1507         0.700
## 818                                           Madagascar         0.820
## 819                                         Taino Secret         0.700
## 820                             Carenero, Empyrean Sabor         0.700
## 821                                   Maranon, Joya Rara         0.700
## 822                           Rio Caribe, Tepui Treasure         0.700
## 823                                        Corona Arriba         0.700
## 824                                         Piura Blanco         0.700
## 825                                     Peru, batch P116         0.700
## 826                               Madagascar, batch M132         0.700
## 827                      Dominican Republic, batch DR113         0.700
## 828                                               Tumaco         0.700
## 829                                               Arauca         0.700
## 830                        Maranon, Good & Evil, w/ nibs         0.720
## 831                       NOE, nacional/criollo, batch 1         0.800
## 832                                            Porcelana         0.680
## 833                           Akessons, Sambirano Valley         0.700
## 834                                               Tumaco         0.700
## 835                                            Alto Beni         0.710
## 836                            Alto Beni, Covendo Region         0.750
## 837                        Carenero Superior, Gran Saman         0.700
## 838                           Carenero Superior, Apamate         0.740
## 839                            Carenero Superior, Bucare         0.580
## 840                             Carenero Superior, Mijao         0.610
## 841                                  Rio Caribe, Cariaco         0.605
## 842                                   Rio Caribe, Macuro         0.700
## 843                                          San Joaquin         0.700
## 844                                  Polochic, batch 711         0.700
## 845                                       Emerald Estate         0.600
## 846                                       Emerald Estate         0.700
## 847                                             Patanemo         0.790
## 848                                                 Peru         0.780
## 849                                           Oko Caribe         0.700
## 850                                         Pisa w/ nibs         0.700
## 851                                           Asochivite         0.700
## 852                                               Bejofo         0.700
## 853                                Wampusirpi, batch 007         0.750
## 854                                    Ben Tre, batch 77         0.720
## 855                                      Gola Rainforest         0.700
## 856                                         Kokoa Kamili         0.800
## 857                Maiden Voyage Estate, Herbert Pasqual         0.720
## 858               Terreiro Velho P., Sao Tome & Principe         0.800
## 859                                            Ham Luong         0.800
## 860                                              Ben Tre         0.700
## 861                                 Ba Lai, Mekong Delta         0.740
## 862                                              Ocumare         0.720
## 863                                             Guapiles         0.650
## 864                    Carenero, Guapiles, Ocumare blend         0.740
## 865                                    Carenero Superior         0.810
## 866                                           Rio Caribe         0.700
## 867  "Roasted Cocoa Nibs", Latin America Blend, b.060321         0.650
## 868                Arhuacos, Sierra Nevada, batch 060221         0.700
## 869                                     Peru, Madagascar         0.550
## 870                                             Trinidad         0.550
## 871                                            Porcelana         0.700
## 872                                  Venezuela, Trinidad         0.620
## 873                                          Red Vanilla         0.620
## 874                                               Belize         0.800
## 875                                              Ecuador         0.800
## 876                                   Dominican Republic         0.800
## 877                                            Guatemala         0.800
## 878                                               Uganda         0.700
## 879                                   Maranon, Fortunato         0.730
## 880                Monte Alegre, D. Badaro, Raw, Organic         0.750
## 881                                              Cuyagua         0.760
## 882                                        Maya Mountain         0.760
## 883                                        Blue Mountain         0.760
## 884                                          Supremo- SF         0.620
## 885                                Madagascar, Grand Cru         0.640
## 886                                Maracaibo Clasificado         0.650
## 887                                           Elvesia P.         0.740
## 888                                               Arriba         0.720
## 889                                Alto Beni, Cru Savage         0.680
## 890                                              Grenada         0.580
## 891                                          Puerto Rico         0.650
## 892                                   Dominican Republic         0.850
## 893                                   Dominican Republic         0.800
## 894                                   Dominican Republic         0.700
## 895                                             Honduras         0.700
## 896                                 Chigorodo, batch 001         0.700
## 897                                               Mexico         0.700
## 898       Ucayali (Peru), Papua New G., Tabasco (Mexico)         0.700
## 899                                      Mindanao Island         0.730
## 900                                        Karkar Island         0.720
## 901                                          Guadalcanal         0.690
## 902                                      Malekula Island         0.720
## 903                                   Maya Mtn, batch 7C         0.750
## 904                               Monte Grande, batch 18         0.750
## 905                                  Tumaco, batch 23abc         0.750
## 906                Oko Caribe, San Fran. De Mac.,batch A         0.750
## 907                                               Bejofo         0.700
## 908                                             Goground         0.680
## 909                                         Kokoa Kamili         0.700
## 910                                              Rio Eni         0.720
## 911                                   Dominican Republic         0.700
## 912                                          Puerto Rico         0.800
## 913                           Akesson's E., Sambirano V.         0.700
## 914                       Camino Verde P., Balao, Guayas         0.750
## 915                         Kokoa Kamili Coop, Kilombero         0.670
## 916                                           Oko Caribe         0.720
## 917                                            Alto Beni         0.700
## 918                     Pak Eddy Farm, Yogyakarta Region         0.700
## 919                                                Davao         0.700
## 920                                                 Pisa         0.680
## 921     Finca La Rioja E., Cacahoatan, Chiapas, microlot         0.700
## 922             Ottange Farm, Mava Plantation, Sambirano         0.700
## 923  Burang, Popayato-Paquat microlot, Goranulo Province         0.720
## 924              Semai Community, Kamping Long B, Pahang         0.720
## 925       Kulkul P., Karkar Island, 2018 h., batch PK019         0.700
## 926                                   Alto Beni, 2017 h.         0.700
## 927                            Masidau Farm, batch VM021         0.700
## 928                          Tumaco, 2017 h., batch U022         0.700
## 929               Kilombero Valley, 2017 h., batch TK020         0.700
## 930                   Camino Verde, 2017 h., batch EC019         0.700
## 931                        Ucayali, 2017 h., batch PU024         0.700
## 932                                         Sur del Lago         0.600
## 933                                              Canoabo         0.700
## 934                                Choroni, batch 210414         0.700
## 935                                Ocumare, batch 210414         0.700
## 936                                           Rio Caribe         0.600
## 937                                  Sur del Lago, Zulia         0.700
## 938                             Chuao, batch 4, Lot DH17         0.850
## 939                                    Carenero, Miranda         0.700
## 940                          Cuyagua, batch 4, lot DC2.3         0.720
## 941                                                Ghana         0.600
## 942                                           Madagascar         0.650
## 943                                              Vietnam         0.800
## 944                                           Costa Rica         0.700
## 945                                          Peru Brutus         0.750
## 946                      Maranon Canyon, Fortunato No. 4         0.700
## 947                                               La Red         0.650
## 948        Palo Blanco w/ panela, Chulucanas, b. 120725A         0.810
## 949                           Tumbes Coop, batch 120724M         0.700
## 950                  Palo Blanco, Chulucanas, b. 120725A         0.660
## 951                              Palo Blanco, Chulucanas         0.660
## 952                                           San Andres         0.800
## 953                                            Matagalpa         0.680
## 954                                            Guatemala         0.730
## 955                              Norandino, batch 161208         0.700
## 956                                 Animalai, batch 1063         0.710
## 957                                Jamaica, #204, DR, SC         0.800
## 958                                Jamaica, #206, DR, LC         0.700
## 959                                Jamaica, #205, DR, MC         0.700
## 960                      Carenero Superior, #203, MR, SC         0.650
## 961                                  Ghana, #211, MR, MC         0.740
## 962                       Sambirano Valley, #214, LR, MC         0.740
## 963                       Sambirano Valley, #215, MR, MC         0.740
## 964                                Jamaica, #209, DR, SC         0.700
## 965                               Conacado, #213, DR, -C         0.720
## 966                    Chuao, #218, MR, MC, batch 11-020         0.760
## 967                               Conacado, #212, LR, SC         0.720
## 968                                Jamaica, #210, DR, MC         0.700
## 969                    Chuao, #217, DR, MC, batch 11-021         0.700
## 970                         Markham Valley, #222, LR, 0C         0.690
## 971                         Markham Valley, #219, LR, MC         0.690
## 972                         Markham Valley, #221, DR, MC         0.690
## 973                       Sambirano Valley, #216, MR, LC         0.740
## 974                         Markham Valley, #220, MR, MC         0.690
## 975                 Conacado, #223, MR, SC, batch 13-051         0.720
## 976                 Conacado, #224, MR, MC, batch 13-061         0.720
## 977            San Martin, Bellavista Coop, #226, DR, MC         0.700
## 978          Bellavista Coop, #225, LR, MC, CG Exclusive         0.700
## 979                                Maranon, #228, MR, SC         0.700
## 980                                Maranon, #227, LR, MC         0.700
## 981                                Maranon, #229, MR, LC         0.700
## 982                                Maranon, #230, DR, LC         0.700
## 983                Polochic Valley, LR, LC, batch 17-203         0.700
## 984                Polochic Valley, DR, LC, batch 17-201         0.700
## 985                Polochic Valley, MR, LC, batch 17-189         0.700
## 986                          Chuao, MR, SC, batch 18-224         0.720
## 987                                      Carupano Pintao         0.720
## 988          Lamas, Oro Verde, #280, MR 0C, batch 21-457         0.740
## 989                    ABOCFA, #260, LR-SC, batch 20-335         0.680
## 990          Lamas, Oro Verde, #282, DR MC, batch 21-451         0.740
## 991                    ABOCFA, #261, DR-MC, batch 21-448         0.680
## 992     O'Payo Profundo, Waslala, MR-MC, #271, b. 21-431         0.700
## 993              Sambirano V., #290, MR MC, batch 21-454         0.700
## 994     O'Payo Profundo, Waslala, DR-LC, #271, b. 21-433         0.700
## 995                   Chuao Village, BR-SC, batch 21-437         0.680
## 996                                Fazenda Camboa, Bahia         0.700
## 997                     Kokoa Kamili, Kilombero District         0.700
## 998                                               Belize         0.700
## 999                                           Madagascar         0.700
## 1000                                                Peru         0.700
## 1001                            Rugoso, Bad Fermentation         0.700
## 1002                                               Barba         0.700
## 1003                        La Dalia, Lazy Growers Blend         0.600
## 1004                                    Chuno, 2x turned         0.700
## 1005                        La Dalia, Lazy Growers Blend         0.700
## 1006                                              Rugoso         0.700
## 1007                              O'Payo, Wasalala Co-op         0.680
## 1008                                    Chuno, 3x turned         0.700
## 1009                                                Johe         0.700
## 1010                                             Medagla         0.700
## 1011                                            Nicaliso         0.700
## 1012                                          Indio Rojo         0.700
## 1013                            Rugoso, Bad Fermentation         0.700
## 1014                                          Johe, Xoco         0.700
## 1015                                         Chuno, Xoco         0.700
## 1016                                      Nicaliso, Xoco         0.700
## 1017                          Chuno, triple turned, Xoco         0.700
## 1018                                     Red Mayan, Xoco         0.700
## 1019                          Chuno, double turned, Xoco         0.700
## 1020                                        Rugoso, Xoco         0.700
## 1021                                         Barba, Xoco         0.700
## 1022                                       Medagla, Xoco         0.700
## 1023                                            La Dalia         0.700
## 1024                                            La Dalia         0.600
## 1025                                            La Dalia         0.850
## 1026                                          Costa Rica         0.700
## 1027                                     Signature Blend         0.660
## 1028                                                Peru         0.700
## 1029                                        Camino Verde         0.750
## 1030                                              La Red         0.700
## 1031                                             Maranon         0.760
## 1032                                          Gran Couva         0.700
## 1033                              Wild Bolivian, Batch 2         0.740
## 1034                        Coto Brus, Heirloom, Batch 1         0.740
## 1035                                     Tumaco, batch 2         0.850
## 1036                        Sambirano, Akessons, batch 1         0.740
## 1037                                Los Bejucos, batch 1         0.770
## 1038               Hispaniola, Dom. Rep. blend, batch 50         0.680
## 1039                                    Ucayali, batch 1         0.720
## 1040                                          Taiwan, #1         0.700
## 1041                                          Madagascar         0.700
## 1042                                            Tanzania         0.700
## 1043                                               Chuao         0.700
## 1044                   Kaua'i Island, Alea Estate +world         0.850
## 1045                                          Akesson P.         0.650
## 1046                                       Conacado Coop         0.700
## 1047                                       Conacado Coop         0.800
## 1048                                          Akesson P.         0.750
## 1049                                         ABOCFA Coop         0.700
## 1050                        Rabot Estate, Island Growers         0.770
## 1051        Porcelana, La Orquidea, Santa Barbara, Zulia         0.750
## 1052                                          Cahabon E.         0.720
## 1053                                               Chuao         0.750
## 1054                                               Bahia         0.660
## 1055                       Toledo District, 2015 Harvest         0.700
## 1056                         Almendra Blanca, batch 1004         0.770
## 1057                              Asochivite, batch 1005         0.770
## 1058                               El Carmen, batch 1003         0.770
## 1059                                 Ucayali, batch 1041         0.700
## 1060                                              Boyaca         0.730
## 1061                                           Coto Brus         0.730
## 1062                      Costa Esmeraldas, Salazar Farm         0.700
## 1063                                            Maya Mtn         0.700
## 1064                         Idukki Hills, "Adventurous"         0.700
## 1065                                   Alto Beni, "Wild"         0.700
## 1066                                          Oko Caribe         0.700
## 1067                                   Ben Tre, Dong Nai         0.720
## 1068                        Sambirano, Ambanja, batch 11         0.720
## 1069          Kokoa Kamili, Kilombero District, batch 11         0.700
## 1070                 Duarte Province, El Cibao, batch 10         0.750
## 1071                                   Dak Lak, batch 09         0.730
## 1072                                                Dark         0.700
## 1073                                          Madagascar         0.700
## 1074                                       Nativo Blanco         0.730
## 1075                              Idukki Hills, batch 11         0.700
## 1076                                             Grenada         0.710
## 1077                                             Grenada         0.600
## 1078                                             Grenada         0.820
## 1079                           Arriba, A.S.S., prototype         0.640
## 1080                                    Ghana, prototype         0.640
## 1081                        Trinidad & Tobago, prototype         0.640
## 1082                                         Lacri Blend         0.760
## 1083                   Ven, Trinidad, Ecuador, prototype         0.640
## 1084                                          Madagascar         0.700
## 1085                                        Sur del Lago         0.650
## 1086                                             Chucuri         0.650
## 1087                                           Semisweet         0.610
## 1088                                  Sambirano, Ambanja         0.650
## 1089                                   Los Rios, Quevedo         0.650
## 1090                                            Tsaranta         0.610
## 1091                                        Quetzalcoatl         0.720
## 1092                                         Machu Pichu         0.650
## 1093                               Special Maker Reserve         0.640
## 1094                                             Ocumare         0.650
## 1095        O'ahu Island, N. Shore, Waialua E., Kakoleka         0.550
## 1096                                            Nocturne         0.910
## 1097                                          Complexite         0.700
## 1098                                            Trinidad         0.650
## 1099                                   Coucher du Soleil         0.720
## 1100                                     Lever du Soleil         0.610
## 1101                                                Onyx         0.720
## 1102                                               Haiti         0.650
## 1103                                           Nicaragua         0.650
## 1104                                             Jamaica         0.650
## 1105                                             Ecuador         0.650
## 1106                                Epique, Blend No. 49         0.700
## 1107                                         one hundred         1.000
## 1108                                    Papua New Guinea         0.800
## 1109                                   Campesino w/ nibs         0.740
## 1110                                     Downtown London         0.650
## 1111                                 Africa meets Latina         0.700
## 1112                                            Amazonas         0.800
## 1113                                  Dominican Republic         0.750
## 1114                             Hawai'i Island, Sharkey         0.660
## 1115                                   Trinidad & Tobago         0.700
## 1116                                              Arriba         0.770
## 1117                         Don Homero- Cerecita Valley         0.550
## 1118                         Don Homero- Cerecita Valley         0.700
## 1119                            South America and Africa         0.700
## 1120                                        Brazil Blend         0.670
## 1121                      Tome Acu E., Amazon Rainforest         0.770
## 1122                 Vale do Juliana E., Atlantic Forest         0.740
## 1123                            Vale do Juliana, w/ nibs         0.850
## 1124                                             Libiano         0.750
## 1125                                               Kerla         0.700
## 1126                                  Ben Tre, batch 133         0.700
## 1127                                             Maranon         0.650
## 1128                                        Kokoa Kamili         0.720
## 1129                                          Oko Caribe         0.700
## 1130                   Soconusco, La Rioja Farm, Chiapas         0.700
## 1131                                                Peru         0.640
## 1132                                         Pulau, Bali         0.710
## 1133                   Dutch Blend, Ven.- Bali- Trinidad         0.710
## 1134                                Porcelana, Maracaibo         0.710
## 1135                  Maya Mtn, Moho R., Toledo D., 2015         0.700
## 1136                         Cota Brus, Terciopelo, 2015         0.740
## 1137       Wild Beni, Lower Rio Beni, Tranquilidad, 2014         0.670
## 1138                     Alto Beni, Upper Rio Beni, 2014         0.670
## 1139              Los Rios, Hacienda Limon, Orecao, 2014         0.670
## 1140     O'ahu Island, Maunawili, Agri Research C., 2014         0.670
## 1141     O'ahu Island, Maunawili, Agri Research C., 2015         0.720
## 1142              Los Rios, Hacienda Limon, Orecao, 2015         0.700
## 1143          Pinchincha, Mindo, Coop Nueva Esper., 2015         0.770
## 1144                     Alto Beni, Upper Rio Beni, 2015         0.680
## 1145       Wild Beni, Lower Rio Beni, Tranquilidad, 2015         0.720
## 1146                                              Uganda         0.570
## 1147                                           Venezuela         0.740
## 1148                           Esmeraldas, Muisne Estate         0.700
## 1149                           Matagalpa, El Tuma region         0.700
## 1150                                            Tanzania         0.700
## 1151                                          Madagascar         0.740
## 1152                                           Venezuela         0.700
## 1153                                             Ecuador         0.730
## 1154                                                Peru         0.700
## 1155                                 Maranon, batch 0723         0.700
## 1156                            Camino Verde, batch 0722         0.730
## 1157                        Sambirano Valley, batch 0124         0.740
## 1158                            Kokoa Kamili, batch 0214         0.700
## 1159                              Oko Caribe, batch 0719         0.710
## 1160                                    Akesson's Estate         0.700
## 1161                                   Carenero Superior         0.720
## 1162                                            Conacado         0.750
## 1163                                         Gran Blanco         0.660
## 1164                           Porcelana, Lake Maracaibo         0.680
## 1165                                   Hacienda Victoria         0.850
## 1166                                              Arriba         0.800
## 1167                                              Manabi         0.800
## 1168                                              Arriba         0.720
## 1169                                              Arriba         0.580
## 1170                                              Manabi         0.580
## 1171                                         Ivory Coast         0.700
## 1172                                          Hispaniola         0.700
## 1173                                          San Martin         0.700
## 1174                                  Hispaniola w/ nibs         0.750
## 1175                      Camino Verde P., Balao, Guayas         0.700
## 1176                                           Sambirano         0.700
## 1177                                          Gran Couva         0.700
## 1178                                                Mara         0.700
## 1179                                             Maranon         0.700
## 1180                    Ecuador, w/ nibs, batch 140224-1         0.720
## 1181         Island Growers, 2012, 120hr c., batch 13080         1.000
## 1182                          Marcial, single Cote, 2012         0.700
## 1183                              Pepiniere, single Cote         0.700
## 1184                              Sierra Nevada, Cienaga         0.750
## 1185                                               Copan         0.720
## 1186                                    Kilombero Valley         0.800
## 1187                                              Uganda         0.800
## 1188                                            Tanzania         0.750
## 1189                                           St. Lucia         0.720
## 1190                                            Uba Budo         0.720
## 1191                                             Ecuador         0.700
## 1192                                               Chuao         0.700
## 1193                                       Santo Domingo         0.700
## 1194                          Los Rios, H. Iara, 96hr c.         0.800
## 1195                            Island Growers, 120hr c.         0.650
## 1196                             Island Growers, 96hr c.         0.650
## 1197                                           Sambirano         0.660
## 1198      Los Rios, H. Iara, 2012, 120hr c., batch 13092         1.000
## 1199      Chanchamayo, Pichanadi, 2012, 60hr c., b.13092         1.000
## 1200                Conacado,  2012, 120hr c.batch 13092         1.000
## 1201                                            Trinidad         0.750
## 1202                                   Los Rios, H. Iara         0.900
## 1203              Somia Plantation, Akesson, 2012, Rabot         0.720
## 1204                             Mekong Delta & Dong Nai         0.800
## 1205                             Los Rios, H. Iara, 2012         0.820
## 1206                          Ocumare, Cumboto, batch 16         0.700
## 1207                                  Amazonas, batch 14         0.700
## 1208                                   Bolivia, batch 85         0.700
## 1209               Bolivia, Bo-nib-ia, w/ nibs, batch 78         0.700
## 1210                                 Momotombo, batch 74         0.700
## 1211                  Zorzal Reserva w/ Charles Kerchner         0.700
## 1212                                Hispaniola, batch 73         0.700
## 1213                                            Lam Dong         0.700
## 1214                      Choroni, Finca Torres, 48hr c.         0.720
## 1215                           Ocumare, H. Cata, w/ nibs         0.720
## 1216                                  Coopertiva Amazona         0.720
## 1217       Sur del Lago, Amiari Meridena, Zulia, 48hr c.         0.720
## 1218                           Ocumare, H. Cata, 48hr c.         0.720
## 1219                                    Porcelana, Zulia         0.740
## 1220              Carenero Superior, Urrutia, Barlovento         0.700
## 1221                          Coopertiva Amazona w/ nibs         0.720
## 1222       Sur del Lago, Amiari Meridena, Zulia, w/ nibs         0.720
## 1223                              Chuao, (Choroni, Ven.)         0.720
## 1224                                       India (south)         0.610
## 1225                                            Honduras         0.770
## 1226                                            Lam Dong         0.720
## 1227                          Satipo region, white label         0.720
## 1228                                         black label         0.720
## 1229                                      Peru, batch 25         0.720
## 1230                                    Belize, batch 26         0.720
## 1231                        Dominican Republic, batch 30         0.720
## 1232                                Madagascar, batch 27         0.720
## 1233                                     Perseverance E.         0.720
## 1234                                Elvesia P., Batch 32         0.700
## 1235                     Maya Mountain, Toledo, Batch 29         0.700
## 1236                                 Trinatario Treasure         0.710
## 1237                                Venezuela, batch 107         0.720
## 1238                                      Mount Pleasant         0.670
## 1239                               San Martin, Oro Verde         0.750
## 1240                                    Ocumare, Cuyagua         0.720
## 1241                            Tien Giang, Mekong Delta         0.650
## 1242                                     Camino Verde P.         0.700
## 1243                           Sambirano Valley, Batch 7         0.680
## 1244                           Costa Esmeralda, Batch 30         0.780
## 1245                                   Anamalai, batch 8         0.660
## 1246                                     Tumaco, batch 2         0.730
## 1247                                 Tabaquite, batch 12         0.800
## 1248                                          Madagascar         0.630
## 1249                                               Chuao         0.750
## 1250                                            Chumphon         0.700
## 1251                                          Chantaburi         0.700
## 1252                                          Chiang Mai         0.700
## 1253                                 Prachuap Khiri Khan         0.700
## 1254                            Rizek Cacao, Domin. Rep.         0.820
## 1255                            Rizek Cacao, Domin. Rep.         0.550
## 1256                            Rizek Cacao, Domin. Rep.         0.620
## 1257                    Rizek Cacao, Cibao Valley, Rizek         0.700
## 1258    Tireo, Rizek Historical Selection, single estate         0.680
## 1259    La Magdalena, Rizek Historical S., single estate         0.700
## 1260                    West Indian, Rizek Historical S.         0.670
## 1261                  El Antiguo (Monet Plata & Duarte )         0.700
## 1262                      El Valle, Collection 01, Rizek         0.720
## 1263                                          Mata Larga         0.715
## 1264                   Dominican Nacional, Collection 01         0.680
## 1265                   Los Bejucos, Collection 01, Rizek         0.650
## 1266                        San Juan Coop, El Castillero         0.750
## 1267             Chulucanas, Piura, Cesar Vallejo-farmer         0.750
## 1268        Morogoro, Kamili, Kilombero Valley, batch 13         0.750
## 1269                                             Vanuatu         0.650
## 1270                                                Peru         0.640
## 1271                               Diego/ original micro         0.850
## 1272                                 Cacao Nacional W.F.         0.750
## 1273                                             Roberto         0.750
## 1274                    Diego 48hr/ W.F. blend prototype         0.850
## 1275                    Sisa 36hr/ W. F. blend prototype         0.700
## 1276                    Diego 60hr/ W.F. blend prototype         0.850
## 1277                                 Cacao Nacional W.F.         0.850
## 1278                       Sisa's Secret/ original micro         0.700
## 1279                                                Noir         0.700
## 1280                                             Ecuador         0.800
## 1281                           Davao, Mindanao, batch 24         0.700
## 1282                     Karkar Island, Madong, batch 34         0.700
## 1283                  La Red, Project Reserva, Guaconejo         0.700
## 1284                                                Dark         0.720
## 1285                                   Tumaco, batch 113         0.700
## 1286                                 La Red, Guanconjeco         0.600
## 1287                                              Belize         0.700
## 1288                                             Vietnam         0.700
## 1289                                           Xoconusco         0.700
## 1290                             Mava Sa Ferme D'ottange         0.700
## 1291                                         Kablon Farm         0.700
## 1292                            Xoconusco, triple turned         0.700
## 1293                                       H. Betulia B6         0.700
## 1294                                             Gazelle         0.700
## 1295                                          San Martin         0.720
## 1296                                             Ocumare         0.720
## 1297                                              Belize         0.720
## 1298                                    Sambirano Valley         0.720
## 1299                                              Belize         0.900
## 1300                                             Elvesia         0.720
## 1301                                                ROIG         0.720
## 1302                            Maranon, Fortunato No. 4         0.700
## 1303                    Kafupbo, Petit Bourg, De Borgnes         0.700
## 1304                               Bahia, Fazenda Camboa         0.700
## 1305                  Los Rios, Hacienda Limon, Heirloom         0.700
## 1306                                              Uganda         0.725
## 1307                                             Ecuador         0.725
## 1308                                          Hispaniola         0.725
## 1309                                          Madagascar         0.725
## 1310                                            Bolivian         0.680
## 1311                                          Madagascar         0.640
## 1312                                            Venzuela         0.710
## 1313                                             Grenada         0.750
## 1314                                  Dominican Republic         0.740
## 1315                                               Quito         0.740
## 1316                                                Peru         0.740
## 1317                                               Chuao         0.680
## 1318                                              Brazil         0.700
## 1319                                   Fiji, batch 51019         0.680
## 1320           Lumas, 2015 Harvest, Batch 6, brown sugar         0.700
## 1321                        Lumas, 2015 Harvest, Batch 7         0.700
## 1322                       Belize, 2014 Harvest, Batch 9         0.700
## 1323                       Tumbes, 2013 Harvest, Batch 8         0.700
## 1324                                          Oko Caribe         0.700
## 1325                                             Maranon         0.750
## 1326                                    Maya Mtn, Toledo         0.700
## 1327                               Lachua, Cacao Verapaz         0.700
## 1328                              Maya Mtn, 2017 harvest         0.700
## 1329                            Asochivite, 2017 harvest         0.700
## 1330                          Piura Blanco, 2018 harvest         0.720
## 1331                Cuana, 2008, Ven., Indonesia, Ecuad.         0.740
## 1332                                              Kuruba         0.600
## 1333                                            Akosombo         0.680
## 1334                                 Porcelana, Pariguan         0.690
## 1335                                             Orinoco         0.600
## 1336                                             Grenada         0.680
## 1337                                      Loma Sotavento         0.660
## 1338              Cuana, 2013, Africa, Carribean, C. Am.         0.740
## 1339                                              Tobago         0.600
## 1340                                   Acarigua, w/ nibs         0.560
## 1341                                     Peruvian Amazon         0.720
## 1342                                              Vinces         0.600
## 1343                      Xoconusco, Chiapas, Coop CASFA         0.700
## 1344      Almendra Blanca, Blanco Marfil, Jimenez Garcia         0.700
## 1345                Uranga, Chiapas, Jimenez Garcia farm         0.700
## 1346                                                Cuba         0.700
## 1347                                     Trinidad-Tobago         0.680
## 1348                            Madagascar, Batch 59/100         0.750
## 1349                               Vietnam, Batch 50/100         0.750
## 1350                                  Cuba, Batch 59/100         0.750
## 1351                           Ivory Coast, Batch 56/100         0.750
## 1352                                  Peru, Batch 51/100         0.750
## 1353                                    Bahia, Batch 148         0.750
## 1354                                 Sao Tome, Batch 151         0.750
## 1355                                 Lam Dong, Batch 153         0.750
## 1356                                             Catongo         0.700
## 1357                                            Tanzania         0.750
## 1358                                   Carenero Superior         0.750
## 1359                                          Rio Caribe         0.750
## 1360                            Peru, Ecuador, Venezuela         0.720
## 1361                                              Rugoso         0.800
## 1362                                        Nueva Guinea         0.710
## 1363                                      San Pedro Sula         0.700
## 1364                                     Nicaliso, Bocay         0.730
## 1365                       Tranquilidad, Itinez Province         0.740
## 1366                  Chucuri, finca los lagos el Carmen         0.700
## 1367                                               Upala         0.700
## 1368                                               Piura         0.700
## 1369                                            Maranura         0.700
## 1370                                          San Andres         0.700
## 1371                                             Beniamo         0.700
## 1372                                   La Red, Guaconejo         0.700
## 1373                         San Juan Estate, Gran Couva         0.700
## 1374                                        Kokoa Kamili         0.700
## 1375                                             Liberia         0.700
## 1376                        Maya Mtn, Batch 18, Heirloom         0.700
## 1377                            La Masica, Batch 7, FHIA         0.700
## 1378                                             Ucayali         0.700
## 1379                                             Ashanti         0.700
## 1380                         Bachelor's Hall, batch 0001         0.700
## 1381                               Tranquilidad, beniano         0.700
## 1382                       Satocao, limited ed., batch 2         0.700
## 1383         Maui Kuia E., Hawaii, 2018-2019 h., batch 1         0.700
## 1384                                           Sambirano         0.710
## 1385                                          Madagascar         0.700
## 1386                   Purple Haze, Venezuela, Dom. Rep.         0.750
## 1387                            The Other One, Grand Cru         0.740
## 1388                                    Perfect Illusion         0.650
## 1389                                 Bolivia, Wild Thing         0.680
## 1390                                          Wild Thing         0.680
## 1391                                            La Selva         0.680
## 1392                             Excellence (US Version)         0.850
## 1393                          Gola Rainforest, batch 920         0.720
## 1394                                 Anamalai, batch 970         0.720
## 1395                               Tien Giang, batch 970         0.720
## 1396                                         Puerto Rico         0.650
## 1397    O'ahu Island, Opaeula Estate, Nene, CG Exclusive         0.710
## 1398               O'ahu Island, Opaeula Estate, Ele'ele         0.720
## 1399        Hawai'i Island, Hawaiian Crown, Kona Vanilla         0.700
## 1400                       O'ahu Island, Haleiwa E, 2014         0.650
## 1401        O'ahu Island, Haleiwa, Lonohana E., Kanahiku         0.700
## 1402                       O'ahu Island, Haleiwa E, 2014         0.750
## 1403                                           Alto Beni         0.700
## 1404                                       Maya Mountain         0.750
## 1405                                           Nicaragua         0.750
## 1406                                             Medalla         0.750
## 1407                                             Sumatra         0.700
## 1408                                              O'Payo         0.800
## 1409                                               Chuno         0.780
## 1410                             Rio Purus, 2016 Harvest         0.810
## 1411                              Rio Acara, Wild Amazon         0.700
## 1412           Wild Jurua (limited edition for Caputo's)         0.700
## 1413                                       Karkar Island         0.720
## 1414                            Selva, Colombia, Ecuador         0.460
## 1415                          Macondo, Colombia, Ecuador         0.600
## 1416                         Misterio, Colombia, Ecuador         0.580
## 1417                                           Santander         0.650
## 1418                    Kerala State, GoGround, batch 88         0.720
## 1419                     Bejofo E., Sambirano, batch 115         0.730
## 1420                          Kilombero Valley, batch 74         0.750
## 1421     Semuliki Forest, Latitude Trading Co, batch 100         0.680
## 1422                             Cote d'Ivoire, batch 83         0.670
## 1423                                                Peru         0.550
## 1424                                                Peru         0.700
## 1425                                              Uganda         0.750
## 1426                                               Ghana         0.750
## 1427                                          Madagascar         0.670
## 1428                                          Madagascar         0.750
## 1429                                          Madagascar         0.700
## 1430                                          Madagascar         0.630
## 1431                                              Tumaco         0.700
## 1432                               Chiapas, Triple Cacao         0.720
## 1433                                           Dominican         0.700
## 1434                                               Upala         0.700
## 1435             Hawai'i Island, Hamakua Coast, Kokoleka         0.700
## 1436                                     Criollo, Hawaii         0.700
## 1437                                       Kaua'i Island         0.700
## 1438                                         Puerto Rico         0.700
## 1439                       Hawai'i Island, Choobua, Kona         0.700
## 1440                      Xocunusco, Chiapas, Pichucalco         0.700
## 1441                                              Brazil         0.700
## 1442                                         Guadalcanal         0.730
## 1443                                              Africa         0.750
## 1444                                             Ecuador         0.700
## 1445                                                Cuba         0.700
## 1446                                       Santo Domingo         0.700
## 1447                                             Ecuador         0.700
## 1448                                      Sambirano 2006         0.750
## 1449                                      Mora Mora 2006         0.730
## 1450                         Davao, Mt. Talamo foothills         0.650
## 1451                                          Chantaburi         0.700
## 1452              O'ahu Island, N. Shore, Waialua Estate         0.550
## 1453      O'ahu Island, N. Shore, Waialua Estate w/ nibs         0.550
## 1454                                               Chuao         0.700
## 1455                                            Conacado         0.740
## 1456                                                Peru         0.740
## 1457                                           Venezuela         0.740
## 1458                                 Ecuador, batch 1212         0.740
## 1459                                            Colombia         0.700
## 1460     Hawai'i Island, Hamakua, Hawaiian Crown, b. 176         0.720
## 1461                                    Piura, batch 173         0.720
## 1462                                  Liberia, batch 174         0.720
## 1463    O'ahu Island, Winward,Maunawili district, b. 151         0.720
## 1464                      O'ahu Island, Waiahole, b. 182         0.720
## 1465                                      Markham Valley         0.720
## 1466                                           Coto Brus         0.720
## 1467                                             Ucayali         0.700
## 1468               Hawai'i Island, Hilo and Kona regions         0.700
## 1469                        Grand Cru Dominican Republic         0.700
## 1470                                   Grand Cru Ecuador         0.700
## 1471                                     Grand Cru Ghana         0.700
## 1472                                            Kolumbia         0.850
## 1473                                           Porcelana         0.700
## 1474                                                Peru         0.700
## 1475                                                Johe         0.700
## 1476           San Juan Estate, Cherry Blossoms at Night         0.700
## 1477                                            Colombia         0.750
## 1478               Kakoa Kamili, Both Man & Bird & Beast         0.720
## 1479                                          ROIG, 2014         0.700
## 1480                                       Maranon, 2014         0.620
## 1481                                             Ecuador         0.700
## 1482            A case of the Xerces Blues, triple roast         0.700
## 1483                       Tumbes, Dear Mr. Finley, 2014         0.680
## 1484                                   Le Chocolat Chaud         0.780
## 1485                            Ben Tre, Surprise Valley         0.750
## 1486                               Lam Dong, "Red Poppy"         0.730
## 1487                              "Peace of Wild Things"         0.720
## 1488          Tabasco, "Late for the Train", batch 12184         0.720
## 1489                                      Zorzal Reserve         0.720
## 1490                                               Cusco         0.700
## 1491                             San Martin, Allima coop         0.800
## 1492                 Piura, Norandino coop, cacao blanco         0.700
## 1493                                             Tabasco         0.720
## 1494                                 Alto Beni, Walikewa         0.720
## 1495                                      Bahia, Catongo         0.720
## 1496                                    Cacao Nib Crunch         0.750
## 1497                                      Pisa, batch 58         0.750
## 1498                                          Tien Giang         0.800
## 1499                                              Ba Ria         0.760
## 1500                                            Dong Nai         0.720
## 1501                               Tien Giang, Gao Co-op         0.700
## 1502                                             Ben Tre         0.780
## 1503                                            Lam Dong         0.740
## 1504                       Tan Phu Dong, Treasure Island         0.750
## 1505              Tan Phu Dong Island, Heart of Darkness         0.850
## 1506                                             Ben Tre         0.680
## 1507                                 Dak Lak, Batch 2451         0.700
## 1508                                  Dak Nong, Tam Farm         0.750
## 1509                               Matina 1-6, prototype         0.650
## 1510                              Ivory Coast, prototype         0.650
## 1511                                  Nigeria, prototype         0.650
## 1512                                    Ghana, prototype         0.650
## 1513                                  Dominican Republic         0.740
## 1514                                  Dominican Republic         0.890
## 1515                                           Alto Beni         0.760
## 1516                                                Pisa         0.820
## 1517                                              Tumaco         0.740
## 1518                                            Patanemo         0.810
## 1519                                 Ocumare de la Costa         0.750
## 1520                            Dominican Republic, Coop         0.700
## 1521                                  Chuao, Light Roast         0.810
## 1522                                    Papua New Guinea         0.710
## 1523                                   Chuao, Med. Roast         0.760
## 1524                                   Chuao, Dark Roast         0.700
## 1525                                          San Martin         0.750
## 1526                                            Conacado         0.730
## 1527                                      Brooklyn Blend         0.720
## 1528                                          Moho River         0.700
## 1529             La Red de Guanconejo, N. Highlands coop         0.740
## 1530                                          Madagascar         0.720
## 1531                                               Chuao         0.730
## 1532                  Shake Shack, Peru, Mad., Dom. Rep.         0.730
## 1533       French Laundry 20th Anniversary, Peru, Belize         0.750
## 1534                                           Guatemala         0.760
## 1535                                            Tanzania         0.740
## 1536                                   Malekula P., 2013         0.720
## 1537                          PNG, Vanuatu, Mad; 2013 h.         0.700
## 1538                                         Somia, 2013         0.680
## 1539                                     Kulili P., 2013         0.740
## 1540                     Kuia Estate, Hawaii, lot 083122         0.700
## 1541                                       Maya Mountain         0.700
## 1542                                             Elvesia         0.700
## 1543                                              Tumbes         0.820
## 1544                    Morropon, Norandiono Coop, Piura         0.630
## 1545               Hawai'i Island, Big Island, Mauna Kea         0.700
## 1546                               Dak Nong, Marou Cacao         0.750
## 1547                               Akesson P., Sambirano         0.650
## 1548                                          Hispaniola         0.720
## 1549                             Cahabon E., "Adioesmac"         0.700
## 1550                               Maya Mountain, Toledo         0.700
## 1551                                             Bolivia         0.700
## 1552                                           Venezuela         0.700
## 1553                                              Belize         0.700
## 1554                                  Nicaragua, w/ inbs         0.700
## 1555                                  Dominican Republic         0.700
## 1556                          Camino Verde, Duran Region         0.850
## 1557                  Oko Caribe, El Cibao, 2018 Harvest         0.700
## 1558         Kablon Farms, Mindanao Island, 2018 harvest         0.700
## 1559          Kokoa Kamili, 2018 harvest, Mbingu Village         0.700
## 1560                                          Madagascar         0.800
## 1561                                          Madagascar         0.720
## 1562                                            Honduras         0.800
## 1563                                La Tronca, Matagalpa         0.700
## 1564                                            Honduras         0.700
## 1565                                La Tronca, Matagalpa         0.800
## 1566                                         El Salvador         0.800
## 1567                                         El Salvador         0.700
## 1568                              Fazenda Bonanca, Bahia         0.750
## 1569             Fazenda Sempre Firme P., Bahia, batch 7         0.700
## 1570                            Akesson Estate, batch 10         0.720
## 1571                             Patovaki, Paspaskato Is         0.720
## 1572                                              Tenaru         0.670
## 1573                                       South America         0.700
## 1574                                        Piura Blanco         0.700
## 1575                                          Carre Amer         0.600
## 1576                                    Carre Grand Noir         0.850
## 1577                                         Noir Infini         0.990
## 1578                                            Tamarina         0.700
## 1579                                      Los Ancones P.         0.670
## 1580                                          Mangaro P.         0.650
## 1581                                         Maralumi P.         0.640
## 1582                       Carenero Superior, Concepcion         0.660
## 1583                                       Vila Gracinda         0.670
## 1584                                  Chiapas, Mokaya P.         0.660
## 1585                                           El Jardin         0.690
## 1586                                Riachuelo Plantation         0.700
## 1587                                La Laguna Plantation         0.700
## 1588                                          Houseblend         0.650
## 1589                                           Alto Beni         0.750
## 1590                                      Balinese, Java         0.700
## 1591                                              La Red         0.750
## 1592                                              Belize         0.800
## 1593                                        Kokoa Kamili         0.750
## 1594                                       Maya Mountain         0.800
## 1595                                     San Juan Estate         0.700
## 1596                           Matagalpa, Cacao Bisiesto         0.700
## 1597                                          Oko Caribe         0.750
## 1598                            Patanemo, Epoch, Donaldo         0.750
## 1599                Oko Caribe, hispaniola, 2017 harvest         0.700
## 1600                                              Idukki         0.700
## 1601                               Maranon, 2017 harvest         0.700
## 1602                      San Jose, Toledo, 2017 harvest         0.700
## 1603                                             Ecuador         0.700
## 1604                                             Ecuador         0.700
## 1605                      Los Rios, Arriba, 2017 Harvest         0.700
## 1606         Kaithapara Village, Idukki, Kerala, 2017 H.         0.740
## 1607                    Fazenda Leolinad, Bahia, 2017 H.         0.760
## 1608                                      Bocas del Toro         0.750
## 1609                                          Kaithapara         0.740
## 1610                                    Kilombero Valley         0.900
## 1611                                               Bahia         0.700
## 1612                                             Ben Tre         0.700
## 1613                                             Ambanja         0.700
## 1614         Piura Gran Blanco, Sisyu & Kiriyana Phoenix         0.700
## 1615                                             Ecuador         0.770
## 1616                                Ecuador, lot# 181220         0.670
## 1617                                  Acul-du-Nord, 2015         0.700
## 1618                                    Papua New Guinea         0.720
## 1619                                          Madagascar         0.720
## 1620                                               India         0.650
## 1621                                             Vietnam         0.650
## 1622                                        Kokoa Kamili         0.720
## 1623                                             Vietnam         0.700
## 1624                            Bahia, Fazenda Venturosa         0.700
## 1625                               Fazenda Camboa, Bahia         0.750
## 1626                           Puerto Rico, 2018 harvest         0.700
## 1627                                              Tumaco         0.650
## 1628               Umoho R., Toledo District, San Felipe         0.670
## 1629                                     Toledo District         0.720
## 1630                            Toledo District, w/ nibs         0.730
## 1631                                              Brazil         0.720
## 1632                       Kombone Village, 2018 Harvest         0.680
## 1633                                     Gola Rainforest         0.720
## 1634                                       Zorzal Estate         0.700
## 1635                                        Kokoa Kamili         0.720
## 1636                                     Bejofo, batch 7         0.700
## 1637                                     Zorzal, batch 8         0.700
## 1638                                           Indonesia         0.700
## 1639                                              La Red         0.700
## 1640                                                Peru         0.700
## 1641                                           Matagalpa         0.700
## 1642                                            Mombacho         0.700
## 1643                                       Nueva Waslala         0.700
## 1644                                          Oko Caribe         0.720
## 1645              Kablon, lot 07 (made for Etat de Choc)         0.760
## 1646                                   Papaua New Guinea         0.700
## 1647                                             Chiapas         0.700
## 1648                                    Ucayali, batch 9         0.720
## 1649                                 Esmeraldas, batch 9         0.750
## 1650                                              Manabi         0.700
## 1651                                              Manabi         0.630
## 1652                                              Manabi         0.850
## 1653              Finca La Rioja E., Cacahoatan, Chiapas         0.700
## 1654                                           Nicaragua         0.700
## 1655                                           Nicaragua         0.800
## 1656                                               Chuao         0.700
## 1657                             Oko Caribe, batch 1 SRB         0.710
## 1658                           Kokoa Kamili, batch 1 SRB         0.680
## 1659                                Ambanja, batch 1 SRB         0.680
## 1660                             Tien Giang, batch 1 SRB         0.800
## 1661                                  Costa Rica, Oscuro         0.580
## 1662                                  Costa Rica, Oscuro         0.700
## 1663                                             Grenada         0.710
## 1664                                   Trinidad & Tobago         0.700
## 1665                     Maranon Canyon, Fortunato No. 4         0.780
## 1666                                     Chuao, lot 0077         0.750
## 1667                                   Barinas, lot 0077         0.700
## 1668                                           Nicaragua         0.700
## 1669                    Rugoso, nanolot for Cacao Review         0.670
## 1670                          Finca Concepcion, nano-lot         0.700
## 1671                                       Criollo Blend         0.850
## 1672                                                Peru         0.720
## 1673                                          Hispaniola         0.700
## 1674                                          Madagascar         0.735
## 1675                                               Ghana         0.700
## 1676                            Hispaniola, batch 170308         0.700
## 1677                                         West Africa         0.730
## 1678                                            Sao Tome         0.750
## 1679                                             Ocumare         0.710
## 1680                                                Dark         0.730
## 1681                                  Manickchand Estate         0.670
## 1682                                    Papua New Guinea         0.700
## 1683                                            Patanemo         0.720
## 1684                                          Elvesia P.         0.720
## 1685                           Ambanja, Sambirano Valley         0.720
## 1686                                              Tumbes         0.720
## 1687                                               Bahia         0.720
## 1688                                                Peru         0.750
## 1689                                             Ecuador         0.750
## 1690                     Los Rios, Dec. 2018 H., Batch 2         0.720
## 1691                                             Chazuta         0.700
## 1692                              Ben Tre, batch VNBT186         0.720
## 1693                Kokoa Kamili, Kilobmbero batch TK186         0.720
## 1694                                          Oko Caribe         0.720
## 1695                           Matasawalevu, batch FJMA1         0.740
## 1696                         Sierra Nevada, batch CSN192         0.720
## 1697                                               Ghana         0.750
## 1698                                         Moho Valley         0.750
## 1699                                      Maranon Canyon         0.750
## 1700                                           Venezuela         0.700
## 1701                                             Ecuador         0.700
## 1702       La Dalia, Matagalpa,cacao Bisesto,green label         0.750
## 1703              La Patriota, cacao Indio, purple label         0.700
## 1704            Punta Galera, cacao Nacional, gold label         0.800
## 1705                                       Ecuador, 2013         0.700
## 1706                           Canoabo, 2013, batch 2642         0.700
## 1707                  Sambirano Valley, 2012, batch 3062         0.700
## 1708                             Ghana, 2013, batch 3581         0.700
## 1709                                              La Red         0.700
## 1710                     Akwa Ibom, 2017 h., batch 19762         0.700
## 1711                      Lam Dong, 2016 h., batch 20111         0.700
## 1712                                    Fazenda Leolinda         0.700
## 1713                                             Jamaica         0.700
## 1714                                     Pangoa, w/ nibs         0.700
## 1715                       Pangoa, 2018,  batch 1584 - E         0.700
## 1716                                             Virunga         0.700
## 1717                                               Piura         0.750
## 1718                 PNG, Devotion, batch 96, gogol naru         0.660
## 1719                               PNG, Revolution, WAG1         0.700
## 1720                               PNG, Voodoo, batch 95         0.880
## 1721                                  PNG, Nib Bar, WAG1         0.740
## 1722                                       Sang Yum Coop         1.000
## 1723                                       Sang Yum Coop         0.700
## 1724                                             Cahabon         0.700
## 1725                                        Kokoa Kamili         0.700
## 1726                                          Bundibugyo         0.700
## 1727                                        Idukki Hills         0.700
## 1728                                             Arhuaca         0.700
## 1729                                  Tranquilidad, Wild         0.700
## 1730                                             Ben Tre         0.700
## 1731                Elegant Asian Blend", Vietnam, India         1.000
## 1732                                               Chuao         0.800
## 1733                                         Hawaii Kona         0.700
## 1734                                             Ucayali         0.700
## 1735                                               Chuao         0.700
## 1736                                                Pisa         0.700
## 1737                         San Juan Estate, Gran Couva         0.700
## 1738                                            Tanzania         0.700
## 1739                                   Sylvestre, Oialla         0.700
## 1740                                             Beniano         0.780
## 1741                          Dark 67, Ghana, Domin. Rep         0.670
## 1742                          Dark 75, Ghana, Domin. Rep         0.750
## 1743                        Dominican Republic prototype         0.720
## 1744                                     Ghana prototype         0.720
## 1745                                       Carribean-Raw         0.760
## 1746                                           Carribean         0.760
## 1747                                           Carribean         0.850
## 1748                                       Carribean-Raw         0.850
## 1749                                               Ghana         0.800
## 1750                                    Papua New Guinea         0.700
## 1751                                          Madagascar         0.660
## 1752                      Kakao Kamili, Kilombero Valley         0.700
## 1753                                           Nicaragua         0.730
## 1754           Sambirano, Northern Ambanja, 2018 Harvest         0.700
## 1755                      Ben Tre, Mekond Delta, 2018 H.         0.700
## 1756             Kokoa Kamili, Kilombero Valley, 2018 H.         0.700
## 1757                      Tumaco, 2019 Harvest, b. 3/8-2         0.750
## 1758     San Ignacio, 2020 Harvest, Cajamarca, b. 6/10-1         0.700
## 1759          Piura, Gran Blanco, 2019 Harvest, b. 7/9-2         0.750
## 1760               Bejofo Estate, 2019 Harvest, b. 4/6-2         0.750
## 1761                                       Maya Mountain         0.740
## 1762                                              La Red         0.720
## 1763                                           Nicaraqua         0.720
## 1764                                              Caribe         0.720
## 1765                                               Mindo         0.720
## 1766                                              Panama         0.710
## 1767                             D.R. Congo, Cru Virunga         0.700
## 1768               Piura, Apotequil, "Porcelana" 72hr c.         0.750
## 1769         Alto Beni, Wild Harvest, Itenez R., 60hr c.         0.680
## 1770          Alto Beni, Wild Harvest, Itenez R. 24hr c.         0.660
## 1771                                       Papua Kerafat         0.680
## 1772          Grand Cru Blend No.1, 5 yr. Anniversary Ed         0.800
## 1773           Hawai'i Island, Kona Estate, Hualalai Mtn         0.600
## 1774                   Hawai'i Island, Kona Grand Cru E.         0.600
## 1775                                                Peru         0.650
## 1776                                                Peru         0.720
## 1777                                                 Raw         1.000
## 1778                                          Esmeraldas         0.600
## 1779                                            Los Rios         0.720
## 1780                                              Manabi         0.650
## 1781                                                 Raw         0.700
## 1782                                     Nube- prototype         0.700
## 1783                                        Ecuador, raw         0.850
## 1784                                               Piura         0.700
## 1785                                              Garaua         0.700
## 1786                                              Cumbia         0.700
## 1787                                            Montubia         0.700
## 1788                                             Tangara         0.700
## 1789                             Sierra Nevada, Tutu Iku         0.700
## 1790                                             Vietnam         0.720
## 1791                                               Haiti         0.700
## 1792                                                Cuba         0.720
## 1793                            Alto Beni, Palos Blancos         0.720
## 1794                      Camino Verde P., Balao, Guayas         0.750
## 1795                      Duo- Gran Couva & Camino Verde         0.750
## 1796                                           Sambirano         0.780
## 1797                                          Gran Couva         0.700
## 1798                             Silvestre, La Paz, Beni         0.700
## 1799                         San Juan Estate, Gran Couva         0.700
## 1800                                        Kokoa Kamili         0.720
## 1801                                            Lam Dong         0.720
## 1802                                              Lachua         0.700
## 1803                                            Maya Mtn         0.720
## 1804                                             Maranon         0.720
## 1805                                  Dominican Republic         0.750
## 1806                                                Pisa         0.700
## 1807                                   Maranon, batch 28         0.700
## 1808                                        Matasawalevu         0.760
## 1809                             Alto Beni, batch 100518         0.760
## 1810                                      South Cotabato         0.760
## 1811                                            Maya Mtn         0.750
## 1812                                           Sambirano         0.760
## 1813                                              Caribe         0.760
## 1814                                            Chilique         0.710
## 1815                                       South America         0.650
## 1816                                           Alto Beni         0.700
## 1817                                 Oko Caribe, batch 4         0.700
## 1818                            Lachua, Q'egchi families         0.700
## 1819                                    Kilombero Valley         0.700
## 1820                                           Guatemala         0.750
## 1821                                  Dominican Republic         0.750
## 1822                                            Colombia         0.750
## 1823                                                Peru         0.550
## 1824                                                Peru         0.700
## 1825                                          Madagascar         0.700
## 1826                                          Madagascar         0.670
## 1827                        Rio Caribe, Paria Penninsula         0.700
## 1828                                          Madagascar         0.750
## 1829                                     Signature Blend         0.700
## 1830                       Piura, Choc. Garage Exclusive         0.670
## 1831                                Madagascar, w/ shell         0.730
## 1832                                Madagascar, w/ shell         0.640
## 1833                                  Dominican Republic         0.820
## 1834                                                Fiji         0.750
## 1835                                Ucayali, batch PR-17         0.700
## 1836                                  Kendem Lembu, Java         0.720
## 1837                  Ocumare, Puerto Cabello, Venezuela         0.720
## 1838                    Porcelana, Tabasco,  Limited Ed.         0.720
## 1839                    Fleur de Cacao, Venezuela/ Ghana         0.850
## 1840                   Los Rios, Puerto Romero, Equateur         0.720
## 1841                            Cabosse, Venezuela, Java         0.700
## 1842                      Sambirano, Ambanja, Madagascar         0.720
## 1843                     Bahia Brazil, Fazenda Sao Pedro         0.720
## 1844                  Porcelana, Tabasco,  Finca La Joya         0.720
## 1845                                               Chuao         0.750
## 1846                                 Peru, Las Pampas P.         0.850
## 1847                                             Trinite         0.750
## 1848                                             Baracoa         0.780
## 1849                                 Haut Penja, w/ nibs         0.700
## 1850                           Sambirano, Rieur, Ambanja         0.760
## 1851                              Haut Penja, Transporte         0.700
## 1852                                  Hainan, lot 218012         0.720
## 1853                                 Dak Nong, batch 405         0.700
## 1854           Kokoa Kamili, Kilombero Valley, batch 304         0.700
## 1855                                               Kerla         0.730
## 1856                                   Wampusirpi Region         0.800
## 1857                                       Namau Village         0.730
## 1858                                      Akesson Estate         0.730
## 1859            Camino Verde P., Balao, Guayas, "Fruity"         0.730
## 1860            Camino Verde P., Balao, Guayas, "Floral"         0.730
## 1861                                               Tenor         0.620
## 1862                                                Johe         0.800
## 1863                                               Chuno         0.800
## 1864                                            Nicalizo         0.800
## 1865                                              Rugoso         0.800
## 1866                        Tranquilidad, "Wild Bolivia"         0.700
## 1867                                   Zorzal Plantation         0.700
## 1868                                            Tanzania         0.700
## 1869                                        La Red, 2011         0.760
## 1870                                       Peru, batch 1         0.820
## 1871                                               Haiti         0.710
## 1872                                           Guatemala         0.760
## 1873                                               Ghana         0.660
## 1874                                     Upala, Batch 12         0.820
## 1875                     San Martin, Amazonian Highlands         0.700
## 1876                                     Upala, Batch 18         0.700
## 1877                                       Upala w/ nibs         0.700
## 1878                                               Bahia         0.700
## 1879                                       Cuyagua, 2013         0.700
## 1880                Oko Caribe, Duarte Province, 2016 H.         0.700
## 1881                                              Tumaco         0.700
## 1882                        Semuliki Forest, batch 20035         0.750
## 1883                               Ucayali, batch 200105         0.700
## 1884                                             Vanuatu         0.750
## 1885                                                Cuba         0.750
## 1886                        Caracas, Venezuela and Ghana         0.750
## 1887                      Monte Alegre (Itacare), Brazil         0.750
## 1888                            Djakarta, Java and Ghana         0.750
## 1889                                            Jamaique         0.750
## 1890                                          Fortissima         0.800
## 1891                             Claudio Corallo w/ nibs         0.750
## 1892                          Dominican Republic-Organic         0.750
## 1893                           Sambirano Valley, Le 100%         1.000
## 1894                          Monte Alegre, Diego Badero         0.750
## 1895                                             Cuyagua         0.750
## 1896                                               Chuao         0.750
## 1897                     Porcelana, S. of Lake Maracaibo         0.750
## 1898                                                Peru         0.750
## 1899                                           Papouasie         0.750
## 1900                                                Java         0.750
## 1901                                          Barlovento         0.750
## 1902                                       Nosy Be Isle.         0.750
## 1903                                            Colombie         0.750
## 1904                                            Trinidad         0.750
## 1905                                               Ghana         0.750
## 1906                                 Sao Tome & Principe         0.750
## 1907                                            Tanzanie         0.750
## 1908                                            Equateur         0.750
## 1909                          Kokoa Kamili, 2018 Harvest         0.750
## 1910                                         Choba Choba         0.750
## 1911                                             Vietnam         0.700
## 1912          Patanemo, Carabobo, Tisano family, b. 3211         0.750
## 1913                                      Guantupi River         0.850
## 1914                                      Guantupi River         0.750
## 1915        Akessons Estate, Sambirano, Ambanja, b. 3212         0.720
## 1916                                            Honduras         0.800
## 1917                           Crayfish Bay Estate, 2014         0.700
## 1918                               Akesson's, batch 4411         0.740
## 1919           Chocoan Rainforest, Teroro Escondido, ESM         0.770
## 1920                         Bachelor's Hall, batch 6911         0.750
## 1921                 Guadalcanal, Tenaru, David Natei F.         0.720
## 1922                                           Venezuela         0.730
## 1923                                             Ecuador         0.730
## 1924                                    Papua New Guinea         0.750
## 1925                                             Vietnam         0.750
## 1926                                         Philippines         0.660
## 1927                                           Dominican         0.650
## 1928                                              Brazil         0.600
## 1929                                              Brazil         0.650
## 1930                                              Brazil         0.550
## 1931                                              Brazil         0.750
## 1932                                              Brazil         0.800
## 1933                                              Brazil         0.850
## 1934                                     Bagua, Amazonas         0.700
## 1935                          Chunchu, Ayacucho, lot 208         0.700
## 1936               Morropon, Piura, AoC Golden Bean 2018         0.700
## 1937                         Piura, Gran Blanco, lot 400         0.700
## 1938                              Chaska, Junin, lot 425         0.700
## 1939                                Mexico, Lot 28022016         0.700
## 1940                                Uranga, Lot 22032016         0.740
## 1941                                              La Red         0.850
## 1942                                          Madagascar         0.750
## 1943                                             Virunga         0.750
## 1944         Amazon Basin Blend- SMartin,Pangoa,nacional         0.700
## 1945                                     Pisa, unroasted         0.700
## 1946                                       Pisa, roasted         0.700
## 1947                                    Suchitepequez E.         0.700
## 1948                                             Ecuador         0.750
## 1949                                 San Martin, Batch 2         0.700
## 1950                                 Chulucanas, Batch 1         0.800
## 1951                                     Tumbes, Batch 2         0.730
## 1952                                           Soconusco         0.700
## 1953                                               Piura         0.750
## 1954                                        Camino Verde         0.720
## 1955                Kokoa Kamili, Kilombero batch IT7507         0.720
## 1956                       El Gran Sapasoa, batch IP7487         0.720
## 1957          Oko Caribe, San Fran. De Macoris, El Cibao         0.720
## 1958                                           Matagalpa         0.720
## 1959                     Suhum Region, ABOCFA, b. IG7720         0.720
## 1960                                                 Raw         0.700
## 1961                                              Manabi         0.750
## 1962                                              El Oro         0.670
## 1963                                            Los Rios         0.750
## 1964                                    Los Rios, Vinces         0.750
## 1965                                          Esmeraldas         0.750
## 1966                                          Costa Rica         0.750
## 1967       Camino Verde P., 2012, Balao, Guayas, batch 1         0.750
## 1968                 Gran Couva, 2012 harvest, batch 001         0.750
## 1969                    Sambirano, 2011 harvest, batch 1         0.750
## 1970                       Maranon, Cajamarca, batch 002         0.750
## 1971                    Toledo District, Maya, batch 001         0.750
## 1972        Camino Verde P., Balao, Guayas, 2014, b. 001         0.850
## 1973                       Mid Mountain, 2014, batch 002         0.700
## 1974        Camino Verde P., Balao, 2015 harvest, batch8         0.750
## 1975                                           Xoconusco         0.750
## 1976                           La Colonia, Enliven Cacao         0.700
## 1977            Jagassar Estate, Moruga Region, microlot         0.800
## 1978                         Sambirano, 2019 h., batch 7         0.750
## 1979                              Kokoa Kamili, Morogoro         0.720
## 1980                            Vanua Levu, Matasawalevu         0.700
## 1981                                             Ucayali         0.700
## 1982                              La Dorado, light roast         0.700
## 1983                                Tapanti, light roast         0.700
## 1984                                              Maleku         0.700
## 1985                                          Madagascar         0.750
## 1986                                  Madagascar w/ nibs         0.680
## 1987                            Gru Grococo, St. Andrews         0.660
## 1988                                    Hispaniola, 2008         0.700
## 1989                                             Jamaica         0.700
## 1990                                     Sambirano, 2008         0.700
## 1991                                            Trinidad         0.700
## 1992                                          Rio Caribe         0.700
## 1993                                               Piura         0.750
## 1994                            Silvestre, Batch 1, 2011         0.750
## 1995                      Camino Verde P., Balao, Guayas         0.750
## 1996                    Akessons Estate, Sambirano, 2013         0.700
## 1997                                    Hispaniola, 2013         0.700
## 1998      Bachelor's Hall E., St. Thomas Parish, batch 1         0.750
## 1999                            Silvestre, Batch 7, 2013         0.750
## 2000                                           Porcelana         0.800
## 2001                               Tranquilidad, Batch 1         0.750
## 2002                    Caranero, Choc. Garage Exclusive         0.700
## 2003            La Masica, Batch 1, FHIA Research Center         0.750
## 2004                                           Porcelana         0.710
## 2005                                            Principe         0.770
## 2006                                   Carenero Superior         0.730
## 2007                                  Aragua, Trincheras         0.700
## 2008      Rio Caribe Superior, Paria Penninsula, b. R380         0.760
## 2009                                        Sur del Lago         0.840
## 2010             Sambirano, Akesson Estate, batch MT3802         0.720
## 2011                                               Chuao         0.730
## 2012     Piura, Norandino, Gran Blanco Nativo, b. PB4704         0.720
## 2013                                     Red Mayan, Xoco         0.720
## 2014                                      Pisa, lot 03HA         0.750
## 2015                                       Nugu, lot 02N         0.700
## 2016                                     Sumba, lot 02IN         0.770
## 2017                               Kokoa Kamili. Lot 73T         0.720
## 2018                                         100 percent         1.000
## 2019                                              Samana         0.700
## 2020                                           Malgascio         0.640
## 2021                                   Carribean, Arawak         0.720
## 2022                                              Latino         0.720
## 2023                    Midnight, Central and S. America         0.830
## 2024                    Twilight, Central and S. America         0.690
## 2025                                      Bahia Superior         0.700
## 2026                                          Esmeraldas         0.700
## 2027                                   Carenero Superior         0.700
## 2028                                          Rio Arriba         0.700
## 2029                      H. San Jose, Los Rios, L300817         0.700
## 2030                                 Colombian Semi Dark         0.530
## 2031                                           Colombian         0.650
## 2032                                      Colombian Dark         0.700
## 2033                                      Colombian 2008         0.750
## 2034                                   Colombian w/ nibs         0.700
## 2035                                            Sao Tome         0.700
## 2036                                          Extra Dark         0.820
## 2037                Kumasi Sambirano, Ghana & Madagascar         0.680
## 2038                                Jamaica a l'ancienne         0.700
## 2039                                           Semisweet         0.620
## 2040                                         Bittersweet         0.700
## 2041                    Las Islas, Carribean(DR/Jam/Tri)         0.720
## 2042                                               Nibby         0.620
## 2043                         Antilles (Trin/Gren/DR/Ven)         0.750
## 2044                                             Cuyagua         0.750
## 2045                    Finisterra, Ven., Trinidad, Mad.         0.720
## 2046                                            Tome Acu         0.680
## 2047                                             Ben Tre         0.720
## 2048                                              Asante         0.650
## 2049                                           Camahogne         0.680
## 2050                                               Amina         0.650
## 2051                                      Markham Valley         0.680
## 2052                                   San Juan de Cheni         0.780
## 2053                                  Dominican Republic         0.700
## 2054                                             Grenada         0.700
## 2055                                          Wampusirpi         0.700
## 2056                                              Zorzal         0.700
## 2057                                        Kokoa Kamili         0.700
## 2058                                        Matasawalevu         0.700
## 2059                                     Semuliki Forest         0.700
## 2060                                      Gewan Gangaram         0.750
## 2061                                             Ucayali         0.700
## 2062                                             Ben Tre         0.700
## 2063                                            Anamalai         0.700
## 2064                                           Guatemala         0.700
## 2065                                            Colombia         0.700
## 2066                                              Belize         0.700
## 2067                                             Ecuador         0.750
## 2068                                        Belize, 2013         0.720
## 2069                                             Cuyagua         0.770
## 2070                                             Jamaica         0.720
## 2071                                    Papua New Guinea         0.730
## 2072                                                ROIG         0.740
## 2073                                Hawai'i Island, Hilo         0.730
## 2074         Hawai'i Island, Hilo, w/ added cocoa butter         0.730
## 2075                                           Porcelana         0.750
## 2076                                         Tingo Maria         0.700
## 2077                                                 Oro         0.820
## 2078                                              Oscuro         0.700
## 2079                                                Peru         0.700
## 2080                                         Maya Belize         0.670
## 2081                       Porcelana, Colombia, Amazonas         0.680
## 2082                                  Trintade, Sao Tome         0.650
## 2083                                      Bahia, Scavina         0.600
## 2084                              Somia Plantation, 2012         0.670
## 2085                              Somia Plantation, 2012         0.730
## 2086                      Camino Verde P., Balao, Guayas         0.730
## 2087                              Somia Plantation, 2012         1.000
## 2088                Camino Verde P., Balao, Guayas, 2012         1.000
## 2089                                Lachua w/ cane sugar         0.730
## 2090                      Lachua w/ maple sugar, batch 5         0.730
## 2091                                                Pisa         0.730
## 2092                                        Wild Bolivia         0.730
## 2093                                   Kokoa Kamili Coop         0.730
## 2094                            Esmeraldas, Salazar Farm         0.730
## 2095                                         Tingo Maria         0.730
## 2096                        Soconusco, Rayen Cacao Co-op         0.730
## 2097                             Anamalai, Pollachi City         0.730
## 2098                                               Ghana         0.700
## 2099                                 Nicaragua, lot N510         0.720
## 2100                                             Bolivia         0.720
## 2101                                    Maranon, batch 2         0.670
## 2102                                    Akesson's Estate         0.650
## 2103                                    Akesson's Estate         0.700
## 2104             Papua New Guinea, triple roast, batch 1         0.650
## 2105                                        Kokoa Kamili         0.670
## 2106                                     San Juan Estate         0.700
## 2107                                      Chuao, batch 3         0.700
## 2108                                        Camino Verde         0.720
## 2109                                          Tien Giang         0.700
## 2110            Chimelb, Lanquin, Alta Verapaz, b-GUA001         0.700
## 2111          Guasare, La Sierra de Perija, batch gua001         0.700
## 2112                        Maya Mtn, Moho R., Toledo D.         0.700
## 2113                                           Australia         0.670
## 2114         Porcelana, Sorotaima,Machiques,batch pcl001         0.700
## 2115                                  Oko Caribe, DOR005         0.700
## 2116                                   Pisa, batch HA102         0.700
## 2117                                          Madagascar         0.680
## 2118                                             Ecuador         0.680
## 2119                                               Ghana         0.670
## 2120                                            Sulawesi         0.660
## 2121                                               India         0.700
## 2122                                          Madagascar         0.720
## 2123                                    Ecuador, Batch 1         0.700
## 2124                     Castillo, Hispaniola, unroasted         0.850
## 2125                            Maranon, Fortunato No. 4         0.680
## 2126                 Kablon Farms, Red Pod, 2018 harvest         0.700
## 2127                                      Solomon Island         0.700
## 2128                              Solomon Island w/ nibs         0.750
## 2129                                           Sambirano         0.700
## 2130                                            Amazonas         0.700
## 2131                                             Bolivia         0.700
## 2132                                          San Martin         0.700
## 2133                                             Wasatch         0.700
## 2134                                          Bundibugyo         0.700
## 2135                                           Kilombero         0.700
## 2136                                            Anamalai         0.700
## 2137                                Dak Nong, Lot 103120         0.700
## 2138                                          Hispaniola         0.700
## 2139                                            Conacado         0.700
## 2140                                              Africa         0.700
## 2141                                    Papua New Guinea         0.700
## 2142                                          Madagascar         0.700
## 2143                                             Ocumare         0.700
## 2144            Black Science Blend 1, DR, Ecuador, Peru         0.700
## 2145                              Grenada, Black Science         0.700
## 2146                            Alto Beni, Wild Bolivian         0.700
## 2147                                               Chuao         0.700
## 2148                           Elvesia P., Black Science         0.700
## 2149             Three Amigos(Chuao, Wild Bolivia, D.R.)         0.700
## 2150                                            Peruvian         0.640
## 2151                                          Noula Coop         0.700
## 2152                          Cahabon Region, batch Tri1         0.700
## 2153        Eastern Promises, Mad., Java, PNG, batch EP1         0.700
## 2154                                    Papua New Guinea         0.850
## 2155                                        O'ahu Island         0.700
## 2156                        Carenero Superior, batch CS2         0.700
## 2157        Dual Origins, Sambirano, Elvesia, batch SD06         0.700
## 2158                  Dancing in Your Head, 5 bean blend         0.700
## 2159                         Apurimac, El Quinacho Co-op         0.700
## 2160                                                Java         0.700
## 2161                                        Chef's Blend         0.700
## 2162                                Orinoco, batch ORI 1         0.700
## 2163                            Rizek Cacao, batch DR 12         0.770
## 2164                                    Sangre Grande P.         0.700
## 2165                                            Patanemo         0.700
## 2166              Crazy 88, Guat., D.R., Peru, Mad., PNG         0.880
## 2167                                 Maracaibo, El Vigia         0.700
## 2168                             Equator, Peru, Dom. Rep         0.670
## 2169    Bachelor's Hall E., St. Thomas Parish, batch bh1         0.700
## 2170                                            La Dalia         0.700
## 2171                Little Big Man, Madagascar & Ecuador         0.700
## 2172                                La Tronca, Matagalpa         0.700
## 2173                      Camino Verde P., Balao, Guayas         0.800
## 2174                                      Maranon Canyon         0.700
## 2175          Espiritu Santo, 'Smoke Monster', batch sm1         0.700
## 2176                                           CSB Chama         0.700
## 2177                                           Porcelana         0.750
## 2178             Camino Verde, Black S., batch cvu6030.0         0.700
## 2179            Oko Caribe, Duarte P., Collab w Chocosol         0.620
## 2180          Sambirano Valley, Black Science, B-60307.0         0.700
## 2181                       Bahia Black, batch bra50722.1         0.700
## 2182          Chuno, San Jose de Bocay, Pantasma R.,B.S.         0.700
## 2183        Abstract S. w/ Jamaica nibs,batch abs60323.0         0.750
## 2184              Tien Giang, Black S., batch VIT60420.0         0.700
## 2185                                                Fiji         0.700
## 2186                                              Arauca         0.700
## 2187                                Pisa, Creole Gardens         0.700
## 2188                    Bejofo, Sambirano V., Akesson E.         0.700
## 2189                  Choroni, Aragua, Finca Torres Farm         0.700
## 2190               Dream Machine (Mad./Dom.Rep./Ecuador)         0.620
## 2191    Bejofo, Sambirano V., Akesson, b. 6116-BEJ210324         0.700
## 2192        Guasare, Rosario de Perija, b.4279-GUA201123         0.700
## 2193                       Ben Tre, batch BEN210924 8983         0.700
## 2194                                           Nicaragua         0.700
## 2195                          Hawai'i Island, Big Island         0.700
## 2196                                  Dominican Republic         0.700
## 2197                                             Ecuador         0.750
## 2198                                    Papua New Guinea         0.770
## 2199                                          Madagascar         0.700
## 2200                                           Venezuela         0.750
## 2201                                            Tanzania         0.800
## 2202                                AgroCriso Plantation         0.700
## 2203                                AgroCriso Plantation         0.800
## 2204                                AgroCriso Plantation         0.750
## 2205                                     Malekula Island         0.720
## 2206                        Dominican Republic, lot D82R         0.700
## 2207                               Ecuador, lot E432314L         0.700
## 2208                              Madagascar, lot M0403R         0.700
## 2209                                                Peru         0.700
## 2210                                             Ecuador         0.700
## 2211                                  Dominican Republic         0.700
## 2212          Maya Mountain, Toledo District, batch 12-1         0.700
## 2213                         Bejofo, Akesson, batch 10-1         0.700
## 2214              Bundibugyo, Semuliki Forest, batch 9-1         0.700
## 2215                                           Alto Beni         0.700
## 2216                                  Dominican Republic         0.840
## 2217                                  Dominican Republic         0.700
## 2218                                     Bolivar, Arriba         0.700
## 2219                                          Hispaniola         0.700
## 2220                                       Cacao Verapaz         0.700
## 2221                                            Rio Tuma         0.700
## 2222                                    Sambirano Valley         0.700
## 2223                                               India         0.720
## 2224               Bahia, Agri-Forestal Plantation, 2010         0.680
## 2225                Ecuador, Midnight Dark, batch 600414         0.840
## 2226                 Ecuador, Twilght Dark, batch 500414         0.700
## 2227                             Wild Bolivia, batch 260         0.700
## 2228                          Samar, East Visayas region         0.650
## 2229                          Samar, East Visayas region         0.700
## 2230                          Samar, East Visayas region         0.750
## 2231                                           Sambirano         0.670
## 2232                                         Moho Valley         0.780
## 2233                                                Peru         0.610
## 2234                                                Peru         0.710
## 2235                                           Venezuela         0.700
## 2236                                           Venezuela         0.600
## 2237                                           Sri Lanka         0.700
## 2238                          Kokoa Kamili, 2017 harvest         0.740
## 2239                                            Honduras         0.720
## 2240                                                Peru         0.720
## 2241                                              Uganda         0.770
## 2242                                            Trinidad         0.800
## 2243                                          San Martin         0.700
## 2244                                            Tanzania         0.750
## 2245                                              Belize         0.700
## 2246                                Amazonas, Wild Cacao         0.700
## 2247                                               Chuao         0.750
## 2248                                             Tabasco         0.740
## 2249                                             Ucayali         0.680
## 2250                                    Papua New Guinea         0.730
## 2251                                               Crudo         0.700
## 2252                                       Santo Domingo         0.700
## 2253                                   Millot Plantation         0.700
## 2254                             Ayacucho, "El Guinacho"         0.700
## 2255                                        Cacao Blanco         0.700
## 2256                       Autumn, Primary Harvest, 2012         0.700
## 2257                     Spring, Secondary Harvest, 2012         0.700
## 2258                                           Porcelana         0.700
## 2259                                             Baracoa         0.700
## 2260                                            Nacional         0.700
## 2261                                             Baracoa         0.880
## 2262                                        Ambolikapiky         0.700
## 2263                               Ben Tre, Mekong Delta         0.700
## 2264                         Fazenda Sempre Firme, Bahia         0.700
## 2265                                       Winak, Sumaco         0.700
## 2266                  Chiapas, Lacandon Jungle, batch 95         0.700
## 2267                                Costa Rica, batch 83         0.700
## 2268                                  Dominican Republic         0.700
## 2269                                      Peru, batch 96         0.700
## 2270                                            Trinidad         0.770
## 2271                                            Colombia         0.700
## 2272                                               Papua         0.620
## 2273                                             Vietnam         0.600
## 2274                                             Vietnam         0.700
## 2275                                             Vietnam         0.750
## 2276                       Paramaribo, batch 20160043-01         0.700
## 2277                              Chuao, batch 20170714C         0.750
## 2278                                            Amazonas         0.750
## 2279                                               Piura         0.750
## 2280                                           Sambirano         0.750
## 2281                                           Nicaragua         0.720
## 2282                                              Mexico         0.700
## 2283                                Haiti, batch 2020SEP         0.670
## 2284                                  Dark, Stone Ground         0.700
## 2285                                             Chiapan         0.750
## 2286                                           Alto Beni         0.870
## 2287                                              Belize         0.680
## 2288                                     Chocolatey-beta         0.700
## 2289                                         Fruity-beta         0.700
## 2290                                          Nutty-beta         0.700
## 2291                                         Citrus-beta         0.700
## 2292                                        TCHOPro 60.5         0.600
## 2293                                          TCHOPro 68         0.680
## 2294                                       Peru, Ecuador         0.990
## 2295                                         West Africa         0.620
## 2296                                          Capistrano         0.700
## 2297                                          Concepcion         0.700
## 2298                                            San Jose         0.700
## 2299                                              Espada         0.700
## 2300                     Bayou Blend, Ecuador, Mad., PNG         0.700
## 2301                                             Aranama         0.700
## 2302                                         Capistrano*         0.700
## 2303                                         Concepcion*         0.800
## 2304                             La Bahia, w/ cane juice         0.700
## 2305                             La Bahia, w/ cane sugar         0.700
## 2306                                              Espada         0.700
## 2307                                            San Jose         0.670
## 2308                                            Presidio         0.700
## 2309         Bahia, Floresta Azul,Good Friends Reserve#3         0.700
## 2310                               Ecuador, batch 6-5-15         0.770
## 2311                            Madagascar, batch 6-5-15         0.670
## 2312                                Uganda, batch 6-3-15         0.730
## 2313                                                Peru         0.700
## 2314                                             Ecuador         0.700
## 2315                                          Oko Caribe         0.700
## 2316                                              Belize         0.700
## 2317                                          Madagascar         0.700
## 2318                                           Guatemala         0.700
## 2319                                               Haiti         0.720
## 2320                                       Maya Mountain         0.770
## 2321                                           Alto Beni         0.770
## 2322                                                Peru         0.700
## 2323                 Venezuela; Barinos, Merida, Tachron         0.910
## 2324                                         Ivory Coast         0.750
## 2325                                       Ghana, Kumasi         0.840
## 2326                              Ghana, Panama, Ecuador         0.750
## 2327                                          Madagascar         0.650
## 2328                                       Congo w/ nibs         0.650
## 2329                           Piura Select, Cacao Blanc         0.700
## 2330                 Costa Esmeraldas, 2017 h., batch 28         0.700
## 2331                                       Meta, lot 052         0.700
## 2332                                   Putumayo, lot 021         0.700
## 2333                                   Belize, med roast         0.720
## 2334                                        Kokoa Kamili         0.710
## 2335               Galapagos, Santa Cruz Island, 2018 h.         0.750
## 2336                                              Manabi         0.810
## 2337                                  Roxborough, Tobago         0.700
## 2338                                           Venezuela         0.720
## 2339                                  Dominican Republic         0.740
## 2340                          Wild Bolivian, Jungle Love         0.770
## 2341                                        Acul du Nard         0.700
## 2342                                     Alto Beni, 2016         0.700
## 2343                                           Maya Mtn.         0.700
## 2344                                              Tumaco         0.700
## 2345                                             Ecuador         0.700
## 2346                                            Conacado         0.720
## 2347                                 Conacado, Manifesto         0.700
## 2348                                              La Red         0.700
## 2349                                          La Colonia         0.700
## 2350                                                Pisa         0.700
## 2351                                           Guatemala         0.700
## 2352                                     Malah Na Bulong         0.700
## 2353                                             Ucayali         0.730
## 2354                                Piura, Gran Chilique         0.700
## 2355                                 Dak Lak, batch 0A08         0.700
## 2356                                   Copan, batch 0A03         0.700
## 2357                                             Ucayali         0.700
## 2358                               Ambanja, Tsara Valley         0.720
## 2359                                  Dominican Republic         0.730
## 2360                             Palos Blancos, batch 97         0.750
## 2361                        Dominican Republic, batch 85         0.680
## 2362                                 Madagascar, lot 137         0.750
## 2363                                          Oko Caribe         0.750
## 2364                                     Cedeno, lot 271         0.750
## 2365                                        Kokoa Kamili         0.750
## 2366                                                Peru         0.600
## 2367                                  Dominican Republic         0.630
## 2368                                  Dominican Republic         0.750
## 2369                                            Tanzania         0.750
## 2370                                           Guatemala         0.750
## 2371                                           Matagalpa         0.740
## 2372                   San Francisco de Macoris, Nourish         0.700
## 2373                               Madagascar, Sassy Bar         0.720
## 2374                                 Tanzania, Party Bar         0.720
## 2375                                Sur del Lago, Merida         0.650
## 2376                             Sierra Nevada, Tutu Iku         0.700
## 2377                                                Nugo         0.700
## 2378                     Maya Mountain, Toledo, batch 91         0.740
## 2379                                  Gran Couva 2005 P.         0.640
## 2380                                  Carribean, Caraibe         0.660
## 2381               Porcelana, Maracaibo, Palmira P. 2005         0.640
## 2382                Sambirano, Ampamakia 2005, Millot P.         0.640
## 2383                              Guanaja, South America         0.700
## 2384                                  Le Noir Extra Amer         0.850
## 2385                                 Abinao, West Africa         0.850
## 2386                           Le Noir Amer, West Africa         0.710
## 2387                      Araguani, Venezuela, Carribean         0.720
## 2388               Porcelana, Maracaibo, Palmira P. 2006         0.640
## 2389                                       Chuao 2002 P.         0.650
## 2390                                             Manjari         0.640
## 2391                                             Nyangbo         0.680
## 2392                                             Tainori         0.640
## 2393                                              Alpaco         0.660
## 2394                                             Caraque         0.560
## 2395                                 Porcelana, Pedegral         0.640
## 2396                                   Otucan, Grand Cru         0.690
## 2397                              Andoa, Grand Cru blend         0.700
## 2398                                Loma Sotavento, 2013         0.640
## 2399                            Piura, Illanka, Quemazon         0.630
## 2400                              Oriado, Peru, Dom. Rep         0.600
## 2401                                           Manhattan         0.720
## 2402                                                Napa         0.650
## 2403                                          Madagascar         0.720
## 2404                                          Madagascar         0.760
## 2405                                          Madagascar         0.800
## 2406                                          Madagascar         0.700
## 2407                                  Madagascar w/ nibs         0.680
## 2408                                          Madagascar         0.640
## 2409                                       Palos Blancos         0.700
## 2410                                Palos Blancos + nibs         0.700
## 2411                                       Palos Blancos         0.700
## 2412                                        Alta Verapaz         0.700
## 2413                            San Francisco de Macoris         0.700
## 2414                     Classic, Central and S. America         0.700
## 2415                        Dark, Central and S. America         0.900
## 2416                                  Dominican Republic         0.900
## 2417                                            Trinidad         0.750
## 2418                                               Mindo         0.750
## 2419                                             Chimelb         0.750
## 2420                                              Zorzal         0.750
## 2421         "Classic Dark", Ecuador-Guatemala-Dom. Rep.         0.700
## 2422                                   Costas Esmeraldas         0.750
## 2423                        Ben Tre, Mekong Delta, MoCay         0.700
## 2424                                          San Martin         0.750
## 2425                   Los Rios, Rancho Grande 2004/2007         1.000
## 2426                   Los Rios, Rancho Grande 2004/2007         0.900
## 2427                   Los Rios, Rancho Grande 2004/2007         0.750
## 2428                        Los Rios, Rancho Grande 2007         0.650
## 2429                                    Sambirano Valley         0.770
## 2430                                             Cahabon         0.770
## 2431                                   Moho River Valley         0.770
## 2432                                             Cuyagua         0.770
## 2433                                                Peru         0.770
## 2434                                                Peru         0.700
## 2435                                             Ocumare         0.700
## 2436                                  Dominican Republic         0.700
## 2437                                           Alto Beni         0.700
## 2438                                  Pisa, Adul de Nord         0.700
## 2439                                            Conacado         0.700
## 2440                             Piura Blanco, Norandino         0.700
## 2441                                               Samoa         0.770
## 2442                                        Kokoa Kamili         0.680
## 2443                                           Alto Beni         0.720
## 2444                       Kablon Farms, b. KP7417211821         0.740
## 2445      Semuliki, 2017-18 h., batch SU72conche22212621         0.720
## 2446        La Masica, 2015 harvest, b. LH74HORZConcheV2         0.740
## 2447      Garcia Estate, 2019 harvest, b. GT722162021820         0.720
## 2448                                               Ghana         0.720
## 2449                                            Amazonas         0.750
## 2450                                            Amazonas         0.890
## 2451                                    Amazonas w/ nibs         0.750
## 2452                                              Tumbes         0.750
## 2453                                          San Martin         0.700
## 2454                                          Rio Caribe         0.720
## 2455                                           Sambirano         0.710
## 2456                             Hacienda Las Trincheras         0.720
## 2457                                                Java         0.690
## 2458                              Java, Indonesian Black         1.000
## 2459                                          Los Llanos         0.880
## 2460                                          Los Llanos         0.700
## 2461               Guasare, Zulia Prov., 2015, batch 124         0.740
## 2462             Wild Beniano, 2016, batch 128, Heirloom         0.760
## 2463                              Ghana, 2013, batch 129         0.750
## 2464                      Maya Mountain, 2017, batch 255         0.680
## 2465                                           Porcelana         0.700
## 2466                                  Dominican Republic         0.700
## 2467                                              La Red         0.700
## 2468                                             Ocumare         0.700
## 2469                                             Ecuador         0.700
## 2470                                          Costa Rica         0.700
## 2471                                  Sambirano, batch 1         0.700
## 2472             Camino Verde P., Balao, Guayas, batch 1         0.700
## 2473                                 Gran Couva, batch 1         0.700
## 2474                                  Maranon, Cajamarca         0.700
## 2475                              Kokoa Kamili, batch 23         0.700
## 2476                                          Hispaniola         0.660
## 2477                                   Hacienda San Jose         0.650
## 2478                                   Hacienda San Jose         0.750
## 2479                                   Hacienda San Jose         0.700
## 2480             Kokoa Kamili, Kilombero Valley, batch 1         0.730
## 2481                      San Martin de Pangoa, batch 46         0.700
## 2482                                 Matagalpa, batch 57         0.720
## 2483                            Hispaniola, batch 170104         0.700
## 2484                             Sambirano, batch 170102         0.700
## 2485                                           Rio Claro         0.700
## 2486                                             Ben Tre         0.700
## 2487                                              Zorzal         0.700
## 2488                          Tranquilidad, wild Bolivia         0.700
## 2489                           Papua New Guinea, Batch 2         0.700
## 2490                                House Blend, Batch 2         0.600
## 2491                        Dominican Republic, Batch D2         0.700
## 2492                                 Madagascar, Batch 2         0.700
## 2493                                       Peru, Batch 1         0.700
## 2494                                     Belize, Batch 2         0.700
## 2495                                             UNOCACE         0.700
## 2496                                     San Juan Estate         0.850
## 2497                      Kakao Kamili, Kilombero Valley         0.850
## 2498                                  Millot P., Ambanja         0.700
## 2499                      Kakao Kamili, Kilombero Valley         0.700
## 2500                         San Juan Estate, Gran Couva         0.780
## 2501                                           Alto Beni         0.680
## 2502                                             Tokiala         0.660
## 2503                                Tranquilidad, Baures         0.720
## 2504                                       Goddess Blend         0.650
## 2505                                         Guadalcanal         0.780
## 2506                 Jeru Antiguo, batch jan705, 2 turns         0.720
## 2507                        Kilimamwenza, Ituri Province         0.680
## 2508                                              Rugoso         0.750
## 2509                El Castillero, batch ca1705, 3 turns         0.700
## 2510                                  Brazil, Mitzi Blue         0.650
## 2511                                               Congo         0.650
## 2512                                        Kerala State         0.620
## 2513                                        Kerala State         0.650
## 2514                                                Peru         0.700
## 2515                   Satipo Pangoa region, 16hr conche         0.700
## 2516                                              El Oro         0.750
## 2517                                        Huiwani Coop         0.750
## 2518                                       El Ceibo Coop         0.900
## 2519                                    Kongo, Highlands         0.680
## 2520                        Bocas del Toro, Cocabo Co-op         0.720
## 2521                                     Amazonas Frucht         0.650
## 2522                   Satipo Pangoa region, 20hr conche         0.700
## 2523                                       Indianer, Raw         0.580
## 2524                  Loma Los Pinos, Yacao region, D.R.         0.620
## 2525                                       Santo Domingo         0.700
## 2526                                                 Raw         0.800
## 2527                                    APROCAFA, Acandi         0.750
## 2528                     Dry Aged, 30 yr Anniversary bar         0.750
## 2529                               Mountains of the Moon         0.700
## 2530                                            Maya Mtn         0.720
##         ingredients        most_memorable_characteristics rating
## 1          3- B,S,C             rich cocoa, fatty, bready   3.25
## 2          3- B,S,C                cocoa, vegetal, savory   3.50
## 3          3- B,S,C          cocoa, blackberry, full body   3.75
## 4          3- B,S,C                   chewy, off, rubbery   3.00
## 5          3- B,S,C     fatty, earthy, moss, nutty,chalky   3.00
## 6          3- B,S,C     mildly bitter, basic cocoa, fatty   3.25
## 7          3- B,S,C         milk brownie, macadamia,chewy   3.50
## 8        4- B,S,C,L                        vegetal, nutty   3.50
## 9        4- B,S,C,L                 fruity, melon, roasty   3.75
## 10       4- B,S,C,L       brief fruit note, earthy, nutty   2.75
## 11       4- B,S,C,L          burnt rubber,alkalyzed notes   2.75
## 12       4- B,S,C,L               sticky, red fruit, sour   3.00
## 13       4- B,S,C,L                 sticky, smokey, grass   3.00
## 14       4- B,S,C,L                          mild tobacco   3.25
## 15       4- B,S,C,L              mild fruit, strong smoke   3.25
## 16       4- B,S,C,L                   green, nutty, cocoa   3.25
## 17       4- B,S,C,L          cocoa,sour,intense tangerine   3.50
## 18       4- B,S,C,L              sandy, nutty, cocoa, fig   3.75
## 19       4- B,S,C,L         oily, nut, caramel, raspberry   4.00
## 20         3- B,S,C               sweet, cocoa, tangerine   4.00
## 21       4- B,S,C,L                harsh, leather, earthy   2.75
## 22       4- B,S,C,L                   sliglty dry, papaya   3.50
## 23       4- B,S,C,L             nutty, mild choco, roasty   3.50
## 24       4- B,S,C,L         astringent, nutty, chocolatey   3.75
## 25       4- B,S,C,L           delicate, hazelnut, brownie   4.00
## 26       4- B,S,C,L             burnt wood, earthy, choco   2.75
## 27       4- B,S,C,L                 roasty, acidic, nutty   3.00
## 28       4- B,S,C,L        mild profile, chocolaty, spice   3.50
## 29       4- B,S,C,L          grainy texture, cocoa, sweet   3.50
## 30       4- B,S,C,L            sweet, chocolatey, vegetal   3.75
## 31       4- B,S,C,L         alluring aroma, powdery,nutty   3.50
## 32       4- B,S,C,L            sweet, dairy, spice, cocoa   3.75
## 33       4- B,S,C,L            light color, fruit, yogurt   4.00
## 34           2- B,S                          yellow fruit   3.75
## 35           2- B,S         intense, nutty, cherry, cocoa   3.75
## 36           2- B,S               herbal, molasses, hammy   3.25
## 37           2- B,S             hot cocoa, rich, molasses   3.50
## 38         3- B,S,C              sweet, sublte strawberry   2.75
## 39         3- B,S,C                  spicy and candy-like   3.25
## 40         3- B,S,C                 orange, floral, lemon   3.50
## 41         3- B,S,C               cocoa and powerful tang   3.50
## 42           2- B,S            unrefined, sweet, metallic   2.50
## 43           2- B,S            basic, sweet, cocoa, woody   2.75
## 44           2- B,S                 sweet, cocoa, rubbery   2.75
## 45           2- B,S            sandy, woody, spicy, sweet   3.00
## 46       4- B,S,C,V            sandy, sweet, banana cream   2.75
## 47       4- B,S,C,V                 roasty, nutty, coffee   3.00
## 48         3- B,S,C                  gritty, spice, cocoa   3.00
## 49       4- B,S,C,L                  strong pepper, musty   2.75
## 50       4- B,S,C,L                 fatty, intense, woody   2.75
## 51       4- B,S,C,L                       hay, nut, berry   3.75
## 52     5- B,S,C,V,L                    sandy, dirt, ashey   2.50
## 53     5- B,S,C,V,L               cardboard, dirt, roasty   2.50
## 54   6-B,S,C,V,L,Sa                 roasty, sweet, savory   2.75
## 55     5-B,S,C,V,Sa              nutty, roasty, odd dairy   2.75
## 56     5-B,S,C,V,Sa                  citrus, fatty, dairy   3.00
## 57   6-B,S,C,V,L,Sa            strawberry, cream, gateway   3.50
## 58         3- B,S,C                  sandy, green, floral   3.50
## 59         3- B,S,C                   sandy, sweet, nibby   3.50
## 60         3- B,S,C                  sandy, melon, banana   3.50
## 61         3- B,S,C                  sandy, sweet, roasty   3.50
## 62       4- B,S,C,L                     sweet, moldy, off   2.50
## 63       4- B,S,C,L            sandy, sweet, dairy, spice   3.00
## 64       4- B,S,C,L           grit, sweet, caramel, fruit   3.00
## 65       4- B,S,C,L            gritty, berry, mild bitter   3.25
## 66       4- B,S,C,L              gritty, too sweet, fruit   3.25
## 67         3- B,S,C                 sandy, sweet, pungent   2.50
## 68         3- B,S,C               sandy, sweet, sour, off   2.50
## 69         3- B,S,C              powdery, sweet, molasses   2.75
## 70         3- B,S,C          sandy, nutty, earthy, roasty   2.75
## 71         3- B,S,C                   dry, sweet, caramel   3.00
## 72         3- B,S,C                  sweet, coarse, nutty   3.00
## 73       4- B,S,C,V                     waxy, nutty, mint   3.00
## 74       4- B,S,C,V              spice, nut, cocoa, fruit   3.50
## 75       4- B,S,C,V                     spicy, strawberry   3.75
## 76       4- B,S,C,V           sticky, nutty, high acidity   2.75
## 77       4- B,S,C,V                     hot spice, roasty   3.00
## 78       4- B,S,C,V                woody, red berry, sour   3.00
## 79       4- B,S,C,V                       orange, cinamon   3.75
## 80       4- B,S,C,V          strong spice, intense pepper   4.00
## 81       4- B,S,C,V                    tart, lemon, smoke   4.00
## 82           2- B,S                 waxy mouthfeel, spicy   2.75
## 83           2- B,S            fatty, mushroom, off notes   2.75
## 84           2- B,S               dry, chalky, fudge-like   3.00
## 85           2- B,S        roasty,oddly sweet,marshmallow   3.00
## 86                                       raisins, pungent   3.00
## 87                       few grits, blackcherry, licorice   3.50
## 88         3- B,S,C           oily, vanilla, melon, cocoa   3.25
## 89         3- B,S,C           oily, vegetal, nutty, cocoa   3.50
## 90       4- B,S,C,L                roasty, brownie, nutty   3.00
## 91           2- B,S                          fruity, sour   3.25
## 92           2- B,S           high roast, high astringnet   3.25
## 93           2- B,S                        smokey, savory   3.25
## 94           2- B,S                  sandy, roasty, nutty   3.25
## 95           2- B,S                rich, sour, mild smoke   3.50
## 96       4- B,S,C,V            red wine, rich cocoa, long   3.75
## 97       4- B,S,C,V               creamy, earthy, vegetal   3.00
## 98       4- B,S,C,V                   sandy, woody, spicy   3.00
## 99       4- B,S,C,V              fruity with coffee notes   3.50
## 100      4- B,S,C,V                 coffee, fruit, woodsy   3.50
## 101      4- B,S,C,V          fatty, dairy, caramel, cocoa   3.50
## 102      4- B,S,C,V                  creamy, fruit, cocoa   3.75
## 103      4- B,S,C,V              creamy, raspberry, nutty   3.75
## 104      4- B,S,C,V                 vanilla, mint, roasty   3.00
## 105      4- B,S,C,V                 vanilla, nuts, roasty   3.00
## 106      4- B,S,C,V           nutty, mild roasty, vanilla   3.00
## 107      4- B,S,C,V              sweet, delicate, complex   3.50
## 108        3- B,S,C             nut, fatty, rubbery, rich   2.75
## 109      4- B,S,C,L             creamy, red berry, bitter   2.75
## 110      4- B,S,C,L        very sweet, bright red, banana   3.75
## 111      4- B,S,C,L          roasty, fatty, nutty, coffee   3.75
## 112      4- B,S,C,L            creamy, sweet,cocoa,banana   4.00
## 113      4- B,S,C,L        grainy, sweet, poor aftertaste   3.25
## 114          2- B,S             chalky, mild fruit, burnt   3.00
## 115          2- B,S           light roast, caramel, cocoa   3.50
## 116          2- B,S                   burnt toast, cherry   3.00
## 117          2- B,S       orange citrus, harsh earthiness   3.25
## 118        3- B,S,C            earthy, sour milk, leather   2.50
## 119        3- B,S,C               bitter, floral, leather   2.75
## 120        3- B,S,C                  sandy, fruity, short   3.00
## 121        3- B,S,C        nutty, mild spice, mild earthy   3.00
## 122          2- B,S                  floral, chemical off   2.75
## 123          2- B,S         strawberry, butterscotch, off   3.25
## 124          2- B,S             creamy, rich, rum, roasty   3.50
## 125          2- B,S             floral, nutty, rich cocoa   3.50
## 126          2- B,S                 spicy, brownie, nutty   3.50
## 127        3- B,S,C              intense, floral, bourbon   3.50
## 128          2- B,S                          spicy, cocoa   3.75
## 129          2- B,S          floral, strawberry, metallic   3.75
## 130          2- B,S          creamy,sticky, peanut butter   4.00
## 131        3- B,S,C                sticky, floral, roasty   3.25
## 132        3- B,S,C                    chewy, mild floral   3.25
## 133          2- B,S              smoke, hammy, cocoa base   3.25
## 134          2- B,S              earthy, nutty, cardboard   3.25
## 135          2- B,S                      delicate, simple   3.50
## 136        3- B,S,C           cashew, roasty, chunky melt   3.50
## 137          2- B,S                    subtle, mysterious   3.50
## 138          2- B,S                          nutty, green   3.50
## 139          2- B,S                appealing smoke, woody   3.75
## 140        3- B,S,C          muddy, rich cocoa, raspberry   3.75
## 141          2- B,S                dark berry, chocolatey   3.75
## 142          2- B,S               balanced, cherry, choco   4.00
## 143          2- B,S             creamy, complex, balanced   4.00
## 144          2- B,S            slight roasty, basic cocoa   3.50
## 145        3- B,S,C                            sour fruit   3.50
## 146        3- B,S,C               rich cocoa, mild roasty   3.50
## 147        3- B,S,C               dried fruit, fig, anise   3.50
## 148          2- B,S                  creamy, bright fruit   4.00
## 149          2- B,S                   long lasting, cocoa   4.00
## 150          2- B,S              nuts, dried fruit, short   3.00
## 151          2- B,S                  smooth, nutty, cocoa   4.00
## 152        3- B,S,C            burn butterscotch, rubbery   3.00
## 153        3- B,S,C               herbs, mushroom, acidic   3.25
## 154          2- B,S                  cocoa, earthy, hammy   3.00
## 155          2- B,S                     melon, late hammy   3.25
## 156          2- B,S                       smooth, vegetal   3.50
## 157          2- B,S                    roasty, rich cocoa   3.50
## 158        3- B,S,C                 spicy, minty, vegetal   3.75
## 159        3- B,S,C              cocoa, dominate off note   1.75
## 160        3- B,S,C              oily, nutty, burnt, sour   2.50
## 161        3- B,S,C             gritty, very smokey, sour   2.75
## 162        3- B,S,C              sl. bitter, cherry, rich   3.00
## 163        3- B,S,C                 spicey, mild metallic   3.00
## 164        3- B,S,C                   spice, cocoa, short   3.25
## 165                               very nutty, very bitter   1.75
## 166        3- B,S,C                  chewy, grassy, nutty   3.25
## 167        3- B,S,C            unrefined, distinct spicey   3.25
## 168        3- B,S,C               black pepper and banana   3.50
## 169        3- B,S,C          grassy, black licorice, mint   3.75
## 170        3- B,S,C           blackpepper,chemical,rubber   2.75
## 171        3- B,S,C           nuts, butterscotch, brownie   4.00
## 172        3- B,S,C            marshmallow, roasty, nutty   3.75
## 173        3- B,S,C                         gritty, nutty   3.25
## 174      4- B,S,C,L              creamy, marshmallow, off   2.75
## 175      4- B,S,C,L                cinamon, nutmeg, fatty   3.25
## 176      4- B,S,C,L                      strawberry, sour   3.25
## 177      4- B,S,C,L                    caramel, sour milk   3.50
## 178          2- B,S          leather, black licorice, off   2.50
## 179          2- B,S             smooth, astringent, cocoa   3.00
## 180          2- B,S       strawberries, mild tart, roasty   3.75
## 181          2- B,S                  creamy, woody, cocoa   3.75
## 182          2- B,S                 grapes, woody, roasty   3.75
## 183        3- B,S,C               creamy, rich, blueberry   3.75
## 184      4- B,S,C,L         off aroma,vegetal,honey,sandy   3.00
## 185      4- B,S,V,L                        sandy, vanilla   2.75
## 186        3- B,S,C                     waxy, dried fruit   3.00
## 187        3- B,S,C                  sandy, roasty, nutty   3.00
## 188        3- B,S,C       long, bright fruit, sweet, sour   3.50
## 189          2- B,S               chemical, spice, earthy   2.50
## 190          2- B,S       intense, sour tart plum, rubber   3.00
## 191          2- B,S             chalky, intense, chemical   2.50
## 192          2- B,S            chalky, fragrant, then off   2.50
## 193          2- B,S               unrefined, flat, grassy   3.00
## 194          2- B,S              coarse, smokey, metallic   3.25
## 195          2- B,S                    smoke, ham, papaya   3.50
## 196          2- B,S            bland, sugary, large grits   3.00
## 197        3- B,S,C            molasses, caramel, pungent   2.75
## 198        3- B,S,C                black pepper, cardamom   3.50
## 199        3- B,S,C              gritty, fatty, sour, off   2.50
## 200        3- B,S,C             bitter, fatty, mild fruit   2.75
## 201        3- B,S,C        base cocoa, mild fruit, roasty   3.25
## 202          2- B,S           complex,black pepper,coffee   3.25
## 203          2- B,S        molasses,toffee,coffee grounds   3.50
## 204          2- B,S                  raspberry, mild sour   3.75
## 205          2- B,S               creamy, rounded, orange   4.00
## 206          2- B,S          intense, smokey, dried fruit   3.50
## 207          2- B,S            slightly dry, cocoa, berry   3.50
## 208          2- B,S               intense, tangy, alcohol   3.50
## 209      4- B,S,C,V               gritty, floral, vanilla   2.75
## 210        3- B,S,C                  sandy, floral, sweet   3.25
## 211        3- B,S,C                 creamy, sweet, fudgey   3.50
## 212        3- B,S,C              strawberry, candy flavor   3.75
## 213      4- B,S,C,V             strong vanilla, off notes   2.25
## 214        3- B,S,C                caramel, spice, earthy   3.00
## 215        3- B,S,C                smokey, woody, tobacco   3.25
## 216        3- B,S,C                  intense, bitter, dry   2.75
## 217        3- B,S,C                sandy, sweet, molasses   2.75
## 218        3- B,S,C         intense, floral, black pepper   2.75
## 219        3- B,S,C        intense floral, bitter, earthy   2.75
## 220      4- B,S,C,L                         pastey, nutty   2.75
## 221      4- B,S,C,L                       intense, smokey   2.75
## 222      4- B,S,C,L                    sticky, moss, nuts   2.75
## 223      4- B,S,C,L                  dry, cinamon, nutmeg   3.50
## 224        3- B,S,C                oily, complex, pungent   3.25
## 225        3- B,S,C               sticky, delicate, melon   3.50
## 226          2- B,S             caramel, mild dried fruit   3.50
## 227        3- B,S,C           high acidity, nutty, roasty   3.25
## 228        3- B,S,C                  dominate cocoa notes   3.75
## 229        3- B,S,C            unbalanced, tangy, pungent   2.75
## 230        3- B,S,C                   sweet, nibby, green   3.00
## 231        3- B,S,C              balanced, complex, berry   3.50
## 232      4- B,S,C,L                  gummy, roasty, fatty   3.00
## 233      4- B,S,C,L                    gummy, fatty, sour   3.00
## 234      4- B,S,C,L           off aroma, smokey, off note   3.00
## 235        3- B,S,C          intense,red berry,strawberry   3.75
## 236        3- B,S,C            smokey, raspberries, cocoa   4.00
## 237        3- B,S,C                  tobacco, dairy, sour   3.50
## 238        3- B,S,C                  nutty, roasty, dairy   3.50
## 239        3- B,S,C                 mocha, intense, sweet   3.50
## 240        3- B,S,C                    cinamon and nutmeg   4.00
## 241    5- B,S,C,V,L                 sweet, vanilla, cocoa   2.75
## 242        3- B,S,C             creamy, macadamia, pepper   3.25
## 243        3- B,S,C       nutty, light toffee, mild musty   3.25
## 244        3- B,S,C              ham-like, smokey, banana   3.50
## 245        3- B,S,C              dark cocoa, spicy pepper   3.50
## 246        3- B,S,C                 chunky, nutty, banana   3.00
## 247        3- B,S,C      bitter then nutty rustic, earthy   3.00
## 248        3- B,S,C                  creamy, banana, rich   3.50
## 249        3- B,S,C                  creamy, nutty, cocoa   4.00
## 250          2- B,S               bitter, molasses, flour   2.50
## 251          2- B,S            molasses, metallic, earthy   2.50
## 252      4- B,S,C,V                  sour, tart, molasses   2.50
## 253      4- B,S,C,V         mild bitter, diluted, vanilla   3.25
## 254      4- B,S,C,L                 gritty, spicy, earthy   3.00
## 255      4- B,S,C,L                   fatty, bland, nutty   3.00
## 256      4- B,S,C,L         smooth texture, earthy, nutty   3.50
## 257          2- B,S           rich cocoa, red berry, sour   3.00
## 258          2- B,S                          nutmeg, sour   3.00
## 259          2- B,S                     intense, rum, tea   3.50
## 260          2- B,S                     nutty, astringent   3.75
## 261          2- B,S           chalky, strong, harsh smoke   3.00
## 262          2- B,S              rustic, red berry, woody   3.25
## 263          2- B,S            intense marshmallow, cocoa   3.50
## 264          2- B,S            chocolate covered cherries   3.50
## 265          2- B,S             pastey, off spicey, nutty   2.75
## 266          2- B,S          red berry, strong wine, sour   3.00
## 267          2- B,S                    nutty, mild bitter   3.00
## 268          2- B,S              dry, cardamom, medicinal   3.25
## 269          2- B,S                 robust, cocoa, fruity   3.75
## 270        3- B,S,C            roasted nuts, rich, roasty   3.50
## 271          2- B,S            floral, molasses, chemical   3.00
## 272          2- B,S               molasses, earthy, spicy   3.00
## 273          2- B,S                      sweet, sour milk   3.25
## 274          2- B,S          off, rubbery, burnt molasses   2.75
## 275        3- B,S,C                     unrefined, fruity   2.75
## 276        3- B,S,C              sweet grass, muted spice   2.75
## 277        3- B,S,C                 rich, leather, woodsy   3.00
## 278      4- B,S,C,L       bright fruit, crisp nibs, cocoa   3.75
## 279      4- B,S,C,L                          fatty, nutty   2.75
## 280        3- B,S,C          burnt caramel, cocoa, floral   3.25
## 281        3- B,S,C             honey with subtle tobacco   3.25
## 282      4- B,S,C,V               oily, flat, woody, sour   2.75
## 283      4- B,S,C,V          complex, fruity, mild bitter   3.50
## 284        3- B,S,C           chewy, complex,black pepper   3.50
## 285        3- B,S,C       gritty, tart red berry,powerful   3.75
## 286          2- B,S                roasty, coffee, earthy   2.75
## 287          2- B,S              astringent, sour, coffee   3.00
## 288          2- B,S              sandy, tart, sour, sweet   3.50
## 289          2- B,S                         bready, melon   3.50
## 290        3- B,S,C                    pungent off flavor   2.75
## 291          2- B,S               sweet, dirty, off notes   2.50
## 292          2- B,S       sweet, fruit, chemical off note   2.75
## 293          2- B,S                  grassy, savory, sour   3.25
## 294                                   acidic, bitter, dry   1.50
## 295        3- B,S,C             vegetal, dominant tobacco   3.00
## 296        3- B,S,C           spice, woodsy, long lasting   3.75
## 297        3- B,S,C                  sandy, creamy, berry   3.75
## 298        3- B,S,C                  mellow, tart, coffee   3.75
## 299        3- B,S,C                 creamy, fatty, floral   4.00
## 300        3- B,S,C                 creamy, coconut, tang   4.00
## 301        3- B,S,C                   dry, floral, bitter   2.50
## 302        3- B,S,C             creamy, strawberry, nutty   4.00
## 303        3- B,S,C                   flat, bread, earthy   2.75
## 304        3- B,S,C        oily, intense cocoa, sl. Burnt   3.00
## 305        3- B,S,C       mild bitter, nut, possible mold   3.00
## 306        3- B,S,C                 fatty, roasty, earthy   3.00
## 307        3- B,S,C                   oily, creamy, woody   3.25
## 308        3- B,S,C                  fatty, raisin, grape   3.50
## 309        3- B,S,C                   roasty, woody, mint   3.50
## 310        3- B,S,C                 creamy, cocoa, smokey   3.50
## 311        3- B,S,C               oily,fatty, rich, nutty   3.50
## 312        3- B,S,C        chunky, very grassy, mild mint   3.75
## 313        3- B,S,C                  grassy, black pepper   4.00
## 314        3- B,S,C            fatty, spicy, gentle roast   4.00
## 315        3- B,S,C           fatty, roasty, black pepper   3.25
## 316        3- B,S,C        oily, roasted nuts, rich cocoa   3.50
## 317        3- B,S,C               roasty, tobacco, earthy   3.25
## 318        3- B,S,C          complex, brownie,mint, spice   3.75
## 319        3- B,S,C                  creamy, homey, nutty   4.00
## 320        3- B,S,C           heavy roast, fatty, gateway   3.50
## 321        3- B,S,C             oily, subtle, mild coffee   4.00
## 322        3- B,S,C                 creamy, rich, complex   4.00
## 323        3- B,S,C      bold, woody, nut, roasty, creamy   3.75
## 324                        cardboard, very bitter, floral   1.50
## 325          2- B,S            sticky, lavendar, molasses   3.25
## 326                            sandy, vanilla, candy-like   2.75
## 327                            gritty, sweet, mild coffee   2.75
## 328        3- B,S,C               balanced, floral, honey   3.50
## 329        3- B,S,C             sweet, rich mocha, acidic   3.75
## 330        3- B,S,C                           nuts, fruit   4.00
## 331        3- B,S,C            very sweet, melon, caramel   3.00
## 332    5- B,S,C,V,L         oily, vanilla, caramel, dairy   3.00
## 333    5- B,S,C,V,L             intense, alocohol, floral   3.25
## 334    5- B,S,C,V,L                 fatty, brownie, nutty   3.50
## 335    5- B,S,C,V,L                intense, cooked banana   3.50
## 336        3- B,S,C               intense, cocoa, complex   3.75
## 337        3- B,S,C              intense, raisins, roasty   4.00
## 338        3- B,S,C          complex, brownie, lime, rich   3.75
## 339        3- B,S,C             nutty, slight hammy, rich   3.50
## 340        3- B,S,C                    simple, rich cocoa   3.75
## 341        3- B,S,C                      earthy, cherries   3.25
## 342        3- B,S,C                  sandy, floral, honey   3.75
## 343        3- B,S,C                  bitter, tart, acidic   2.75
## 344        3- B,S,C                roasty, sweet, brownie   3.00
## 345        3- B,S,C             bitter, dark berry, fatty   3.25
## 346        3- B,S,C           mild smoke, raisins, coffee   3.25
## 347        3- B,S,C                  citrus, sweet, cocoa   3.25
## 348          2- B,S              tart, tea, leather, sour   3.50
## 349      4- B,S,C,V            chalky, sandy, tart, bland   3.00
## 350        3- B,S,C                fatty, sweet, metallic   2.75
## 351        3- B,S,C           sweet, mild molasses, bland   3.00
## 352        3- B,S,C           spicy, black pepper, banana   3.50
## 353        3- B,S,C                        floral, banana   3.50
## 354          2- B,S             powdery, floral, molasses   3.25
## 355        3- B,S,C                gritty, sweet, brownie   2.75
## 356        3- B,S,C                  dirt, earthy, floral   2.50
## 357        3- B,S,C              roasty and under refined   3.00
## 358        3- B,S,C                     sweet, sour dairy   2.50
## 359        3- B,S,C             high roast, coffee, spicy   3.25
## 360        3- B,S,C          roasty, fruit, mild metallic   3.25
## 361        3- B,S,C             coffee, high roast, spicy   3.25
## 362        3- B,S,C           floral, mild citrus, orange   3.50
## 363          2- B,S                          smokey, sour   3.00
## 364         2- B,S*                  molasses, sour notes   3.25
## 365         2- B,S*              base cocoa w/ palm notes   3.50
## 366      4- B,S,C,L            off pungent, grassy, melon   3.00
## 367      4- B,S,C,L                       vegetal, unique   3.50
## 368      4- B,S,C,L                 subtle but refreshing   3.75
## 369          2- B,S                   dirt, floral, sweet   2.50
## 370          2- B,S           over roasted, bitter, nutty   2.25
## 371          2- B,S                oily, buttery, intense   2.50
## 372          2- B,S                    creamy, burnt wood   2.75
## 373          2- B,S         roasty, almost burnt, intense   2.50
## 374    5- B,S,C,V,L                   sandy, dairy, cocoa   2.00
## 375    5- B,S,C,V,L                  creamy, woody, cocoa   3.00
## 376    5- B,S,C,V,L          dry, flat flavor, astringent   2.00
## 377    5- B,S,C,V,L           spice, fruit medley, roasty   3.00
## 378    5- B,S,C,V,L                 gritty, sweet, citrus   3.50
## 379          2- B,S             light color, dirty, musty   2.50
## 380          2- B,S        light color, dirty, astringent   3.00
## 381          2- B,S         light color, creamy, hazelnut   3.75
## 382          2- B,S                 intense, earthy, fuel   2.50
## 383          2- B,S              nutty, intense, leathery   3.25
## 384          2- B,S              bright fruit, strawberry   3.50
## 385          2- B,S                fruity, nutty, brownie   3.75
## 386          2- B,S        intense, black licorice, nutty   3.25
## 387          2- B,S               spicy, nutty, ends sour   3.25
## 388          2- B,S             assertive, fruity, acidic   3.50
## 389          2- B,S                 sandy, chalky, earthy   2.75
## 390          2- B,S         high astringent, sandy, grass   2.50
## 391          2- B,S                raspberry, dirty, sour   3.00
## 392          2- B,S                  poor texture, earthy   3.00
## 393      4- B,S,C,L            green, vegetal, soil, fuel   2.75
## 394      4- B,S,C,L                        intense, spice   3.25
## 395      4- B,S,C,L           intense, marshmallow, fruit   3.50
## 396      4- B,S,C,L                  earthy, woody, smoke   3.50
## 397        3- B,S,C                   rich, nutty, acidic   3.75
## 398        3- B,S,C          distinct, short, dried fruit   3.75
## 399        3- B,S,C                mild cocoa, astringent   3.75
## 400      4- B,S,C,L              deep cocoa, fatty, dairy   3.50
## 401          2- B,S        rustic, sweet, one dimensional   3.00
## 402          2- B,S          rustic, gritty, sweet, fruit   3.25
## 403          2- B,S         creamy,blueberry,black pepper   3.75
## 404          2- B,S              oily, cherry, rich cocoa   3.75
## 405      4- B,S,C,L                        distinct lemon   4.00
## 406      4- B,S,C,L           creamy, nutty, banana, rich   4.00
## 407      4- B,S,C,L        silky, "Andes" mint, off nutty   3.25
## 408      4- B,S,C,L            creamy, earthy, dark roast   3.50
## 409      4- B,S,C,L             gritty, fudge-like, nutty   3.50
## 410      4- B,S,C,L           intense, roasty, rich cocoa   3.50
## 411      4- B,S,C,L          creamy, mild spice, hazelnut   3.75
## 412      4- B,S,C,L             creamy, mild spice, cocoa   4.00
## 413      4- B,S,C,L                rich, cherries, acidic   3.50
## 414      4- B,S,C,V         cocoa butter dominates, cocoa   2.75
## 415      4- B,S,C,V        intense,sweet,vanilla dominate   2.75
## 416      4- B,S,C,V             cocoa base, sweet, earthy   3.00
## 417          2- B,S             sour milk, off, late tart   3.00
## 418          2- B,S            dried fruit, sour, nutella   3.25
## 419          2- B,S                balanced, dairy, spicy   3.50
## 420                               high astringent, earthy   3.00
## 421                            creamy, complex, astingent   3.25
## 422                                           floral, rum   3.50
## 423          2- B,S                     herbal, cocoa tea   3.50
## 424          2- B,S         complex, floral, spicy, fruit   3.50
## 425          2- B,S              smooth, slow, mild grape   3.50
## 426          2- B,S                  chocolate and grapes   4.00
## 427      4- B,S,C,L    klingy, hint of fruit, very bitter   1.50
## 428      4- B,S,C,L                cloying, fatty, bitter   2.50
## 429      4- B,S,C,L             sandy, sweet, bold citrus   3.50
## 430      4- B,S,C,L                    dry, spicy, fruity   3.50
## 431                                         bitter, cocoa   1.00
## 432                              sweet, metallic, vanilla   2.75
## 433          2- B,S                        burnt up front   2.25
## 434          2- B,S                   burnt coffee, fatty   2.50
## 435          2- B,S                  nutty, ashey, coffee   3.00
## 436            1- B       fatty, controlled bitter, fruit   3.50
## 437          2- B,S               intense, ashey, earthen   2.50
## 438          2- B,S               intense, fatty, brownie   3.00
## 439          2- B,S            oily surface, berry, cream   3.50
## 440        3- B,S,C                    nutty, burnt, fuel   2.50
## 441        3- B,S,C                  sweet, acidic, fatty   2.75
## 442        3- B,S,C           strong nutty with off notes   3.00
## 443        3- B,S,C                   sandy, bold, cherry   3.00
## 444        3- B,S,C          dairy, chocolate, mild fruit   3.25
## 445      4- B,S,C,L             spice, oats, nutty, fatty   3.25
## 446      4- B,S,C,L                   spice, honey, fatty   3.25
## 447      4- B,S,C,L           single note of cocoa, fatty   3.50
## 448      4- B,S,C,L             cocoa base, fruit, creamy   3.75
## 449      4- B,S,C,L               grainy, intense, bitter   2.00
## 450      4- B,S,C,L            perfume, chemical off note   2.50
## 451      4- B,S,C,L                      crumbly, cinamon   2.75
## 452      4- B,S,C,L                 sweet, floral, yogurt   3.00
## 453      4- B,S,C,L                 sticky, sweet, grassy   3.25
## 454      4- B,S,C,L                   sandy, sweet, spicy   3.50
## 455        3- B,S,C                     mild smoke, melon   3.50
## 456        3- B,S,C                tart, malt, mild smoke   3.75
## 457        3- B,S,C                  burnt blueberry, off   3.00
## 458        3- B,S,C                 unusually tart, nutty   3.25
## 459        3- B,S,C        intense, cooked black licorice   3.25
## 460        3- B,S,C                strong tobacco, grassy   3.25
## 461          2- B,S                   fatty, fruit, muted   2.75
## 462          2- B,S                  fatty, woody, coffee   3.00
## 463          2- B,S                floral, earthy, acidic   3.25
## 464        3- B,S,C                 woody, spicy, tobacco   3.50
## 465          2- B,S             acidic, astringent, spicy   3.50
## 466        3- B,S,C                    sweet, marshmallow   3.00
## 467        3- B,S,C              nutty, grain, late choco   3.25
## 468        3- B,S,C                mild smoke, sweet edge   3.25
## 469        3- B,S,C              overly sweet, mild spice   3.50
## 470        3- B,S,C                  sweet, grassy, nutty   3.50
## 471          2- B,S                    off notes, vanilla   2.00
## 472          2- B,S           sandy, intense, sweet, rich   3.00
## 473          2- B,S               molasses, rich, vegetal   3.25
## 474        3- B,S,C       sandy, fruity, acidic, metallic   2.50
## 475        3- B,S,C                       molasses, cocoa   2.75
## 476        3- B,S,C              sandy, tobacco, molasses   3.00
## 477        3- B,S,C               mild metallic and spice   3.00
## 478        3- B,S,C                   sandy, nutty, cocoa   3.25
## 479        3- B,S,C                sandy, molasses, spice   3.25
## 480          2- B,S          sandy, mild intensity, fruit   3.50
## 481        3- B,S,C                         soapy, earthy   2.75
## 482        3- B,S,C              caramel, molasses, fruit   3.50
## 483        3- B,S,C              caramel, sweet, delicate   3.50
## 484        3- B,S,C           roasty, black pepper, nutty   3.50
## 485        3- B,S,C                 nutty, floral, roasty   3.50
## 486        3- B,S,C        med roast, grassy, dried fruit   3.75
## 487        3- B,S,C         bright fruit, molasses, nutty   4.00
## 488          2- B,S                nutty, roasty, caramel   3.25
## 489        3- B,S,C                smooth, mellow, floral   3.50
## 490        3- B,S,C          smooth, caramel, dried fruit   3.75
## 491        3- B,S,C           complex, strawberry, floral   4.00
## 492        3- B,S,C        mild strawberry, cocoa, acidic   4.00
## 493        3- B,S,C                 burnt rubber, leather   2.50
## 494        3- B,S,C                 mild fruit, off notes   2.75
## 495        3- B,S,C                 nutty, roasty, smokey   2.75
## 496        3- B,S,C          creamy, woody, slight cherry   3.00
## 497                             sticky, mild mint, bitter   2.75
## 498        3- B,S,C                 sandy, roasty, coffee   2.75
## 499        3- B,S,C            cherry, sour milk, brownie   3.00
## 500        3- B,S,C              vanilla, sour, bubblegum   3.00
## 501        3- B,S,C      dominate grape, plastic off note   3.25
## 502          2- B,S                dark roast, rich cocoa   3.00
## 503        3- B,S,C          butter, roasty, cocoa, nutty   3.50
## 504        3- B,S,C       slightly metallic, woody, berry   3.25
## 505        3- B,S,C                     dry, sandy, cocoa   3.00
## 506        3- B,S,C               very sweet, very spicey   2.75
## 507        3- B,S,C                          green, leafy   3.50
## 508        3- B,S,C           spicy, chocolatey, atypical   3.00
## 509        3- B,S,C              sl. chalky, floral, pure   3.50
## 510        3- B,S,C          early fruit, earthy, alcohol   3.25
## 511        3- B,S,C   dried fruit, banana, sweet, vanilla   3.25
## 512                           cocoa, subtle peanut butter   3.50
## 513        3- B,S,C                        floral, earthy   3.25
## 514          2- B,S           bland, mild choco & leather   3.00
## 515          2- B,S            powdery, bland, mild choco   3.25
## 516          2- B,S           roasty, sour milk, off note   2.75
## 517          2- B,S          high roast, banana raspberry   3.50
## 518        3- B,S,C                       grassy, rubbery   2.50
## 519        3- B,S,C                chunky, spicy, rubbery   3.25
## 520          2- B,S                flat, metallic, floral   2.50
## 521          2- B,S               spicy, earthy off notes   2.50
## 522          2- B,S               flat, floral, medicinal   2.75
## 523          2- B,S             sugar dominates, molasses   3.00
## 524          2- B,S               mild, fruity then nutty   3.75
## 525          2- B,S                  mild, earthy, grassy   3.75
## 526         2- B,S*        sticky, bitter, molasses, tart   2.50
## 527         2- B,S*         sticky, coconut, sour, bitter   2.50
## 528          2- B,S              gritty, molasses, earthy   2.50
## 529          2- B,S               roasty, cocoa, molasses   2.75
## 530          2- B,S                 nutty, roasty, bitter   2.75
## 531          2- B,S               gritty, sweet, molasses   3.00
## 532          2- B,S           sandy, rich, roasty, earthy   3.00
## 533          2- B,S                gritty, nutty, caramel   3.00
## 534          2- B,S                molasses, tart, floral   3.25
## 535       3- B,S*,C               unrefined, odd, vegetal   2.75
## 536        3- B,S,C            earthy, coffee, mild, tang   3.25
## 537        3- B,S,C              bold, rich cocoa, coffee   3.50
## 538        3- B,S,C           nuts, coffee, peanut butter   3.75
## 539        3- B,S,C                  sandy, fruity, burnt   2.50
## 540        3- B,S,C                   sandy, sweet, cocoa   2.75
## 541        3- B,S,C       tart, bright fruit, sour coffee   3.25
## 542          2- B,S          intense orange, floral notes   3.75
## 543        3- B,S,C                 floral, orange, cocoa   3.75
## 544          2- B,S             mild bitter, fruit, spice   3.75
## 545        3- B,S,C   nutty, mild dried fruit, sandy, off   2.75
## 546        3- B,S,C                         spicy, banana   3.25
## 547        3- B,S,C                  nutty, honey, grassy   3.00
## 548      4- B,S,C,V           fatty, vanilla, mass market   2.50
## 549        3- B,S,C               sandy, tart, ham, sweet   2.50
## 550          2- B,S        high astringent, fruit, roasty   2.75
## 551          2- B,S                          sandy, sweet   2.75
## 552                                coarse, vegetal, nibby   3.00
## 553                         rustic,sweet, brownie, banana   3.25
## 554        3- B,S,C             grainy, sweet, whole bean   3.25
## 555          2- B,S              melon, mild spice, cocoa   3.25
## 556          2- B,S          hazelnut, bold, strong roast   3.25
## 557          2- B,S         full flavor w/ dominant roast   3.50
## 558      4- B,S,C,L           earthy, floral, mild bitter   2.50
## 559      4- B,S,C,L                      sweet, cardboard   2.50
## 560      4- B,S,C,L                    sweet, marshmallow   3.00
## 561      4- B,S,C,L              long lasting, cocoa base   3.50
## 562      4- B,S,C,L            chewy, fudge-like, perfume   3.25
## 563      4- B,S,C,L                   oily, grassy, minty   3.25
## 564      4- B,S,C,L                         earthy, sweet   3.25
## 565      4- B,S,C,L                         spicey, cocoa   3.50
## 566          2- B,S         coarse, sweet, sour, leathery   2.50
## 567          2- B,S        gritty, mild bitter, off notes   2.50
## 568      4- B,S,C,V                 dry, ashey, medicinal   2.50
## 569      4- B,S,C,V         fatty, cigarette butt, coffee   2.75
## 570      4- B,S,C,V                   oily, muted, fruity   3.00
## 571      4- B,S,C,V            roasty, tart, slight burnt   3.00
## 572      4- B,S,C,V           slow, fatty, subdued, nutty   3.00
## 573          2- B,S               rich, raisiny, molasses   3.50
## 574          2- B,S         mild lemon, cocoa, crisp nibs   3.75
## 575          2- B,S          fruity, honey, cocoa, roasty   3.75
## 576          2- B,S      cherry, perfectly balanced roast   4.00
## 577          2- B,S       roasty, cocoa, sandy, coffee AT   3.50
## 578          2- B,S        hint of lemon, classic brownie   3.75
## 579      4- B,S,V,L              gritty, sweet, hot cocoa   2.75
## 580          2- B,S                   sweet, sandy, spicy   2.75
## 581        3- B,S,C             bold, spice, hit of anise   3.75
## 582        3- B,S,C                  roasty, hammy, nutty   3.00
## 583        3- B,S,C                   cocoa, woody, basic   3.25
## 584        3- B,S,C            rich cocoa, floral, acidic   3.50
## 585        3- B,S,C         basic cocoa,mild fruit, sweet   3.50
## 586        3- B,S,C                  smooth, spicy, cocoa   3.75
## 587        3- B,S,C            creamy, dried fruit, nutty   4.00
## 588                                  oily, citrus, orange   3.75
## 589    5- B,S,C,V,L                  sweet, peanut butter   3.00
## 590        3- B,S,C       red berry, bitter, roasty, sour   2.75
## 591                            chalky, musty, very bitter   1.00
## 592        3- B,S,C              bitter, light lime, sour   3.00
## 593        3- B,S,C             dry, sandy, cocoa, coffee   3.75
## 594          2- B,S          short,mild cocoa, mild fruit   3.75
## 595        3- B,S,C            spice, earthy, honey, sour   3.50
## 596        3- B,S,C           blueberry, sweet edge, pure   3.50
## 597          2- B,S               creamy, floral, bourbon   3.50
## 598        3- B,S,C               balanced, anise, creamy   3.50
## 599      4- B,S,C,V             raw, dirty, metallic, dry   2.25
## 600        3- B,S,C      molasses, dried fruit, tart, off   3.00
## 601          2- B,S              Rich cocoa, tart, papery   3.25
## 602        3- B,S,C           sweet, cocoa, cardboard off   3.25
## 603                              very sour, mildly bitter   2.75
## 604                         slightly burnt, mildly bitter   2.75
## 605                                     dry, coffee, sour   3.25
## 606                                  minty, nutty, nutmeg   3.75
## 607                                cocoa then roasted nut   3.25
## 608          2- B,S         bold, roasty, sticky, brownie   3.50
## 609          2- B,S           woody, nutty, off sour note   2.75
## 610        3- B,S,C               cocoa, grass, off notes   2.50
## 611        3- B,S,C           off, harsh, dirty, chemical   2.50
## 612        3- B,S,C          spicy, vanilla, sweet, cocoa   3.25
## 613        3- B,S,C                     cocoa, mild fruit   3.50
## 614        3- B,S,C                 creamy, woodsy, cocoa   3.00
## 615        3- B,S,C           intense, tangy, berry, sour   3.00
## 616        3- B,S,C          lemon, sour, slight metallic   3.00
## 617        3- B,S,C         creamy, buttery, non descript   3.00
## 618        3- B,S,C                         woodsy, nutty   3.25
## 619        3- B,S,C       slow, less intense berry, nutty   3.50
## 620        3- B,S,C                     dark berry, winey   3.75
## 621        3- B,S,C         harsh aroma, melon floral,off   2.50
## 622        3- B,S,C                         fruity, bland   3.00
## 623        3- B,S,C                     dry, spicy, woody   3.00
## 624        3- B,S,C                      coffee and cocoa   3.25
## 625        3- B,S,C                      oily, fatty, rum   3.25
## 626        3- B,S,C                          oily, coffee   3.25
## 627                                 high intensity bitter   1.50
## 628        3- B,S,C                          silky, minty   3.50
## 629        3- B,S,C          sandy, sweet, tart red berry   3.50
## 630        3- B,S,C                  creamy, nutty, cocoa   3.75
## 631      4- B,S,C,L                 oily, fragrant, spciy   3.25
## 632        3- B,S,C               oily, rich cocoa, nutty   3.75
## 633                                 this is not chocolate   1.00
## 634        3- B,S,C         spice, roasty, off fatty note   3.25
## 635        3- B,S,C                  sandy, sweet, smokey   3.25
## 636        3- B,S,C               acidic, sweet, cucumber   3.25
## 637        3- B,S,C           sandy, sweet, spicy, roasty   3.25
## 638        3- B,S,C                   sandy, sweet, nutty   3.50
## 639        3- B,S,C               true to sugar, molasses   2.50
## 640        3- B,S,C                            banana nut   2.75
## 641        3- B,S,C       oily, mild bitter, nutty, fruit   3.25
## 642        3- B,S,C               creamy, complex, fruity   3.75
## 643          2- B,S          deep cherry, earthy, rubbery   3.25
## 644          2- B,S                         nutty, citrus   3.25
## 645          2- B,S       bold, black tea, floral, banana   3.25
## 646          2- B,S                 banana, spicy, grassy   3.50
## 647          2- B,S                  sticky, cocoa, honey   3.75
## 648        3- B,S,C        sandy, sweet, basic cocoa base   3.25
## 649        3- B,S,C                             rich malt   3.50
## 650        3- B,S,C                      raspberry, cocoa   3.50
## 651        3- B,S,C             raisins, honey, molassses   3.50
## 652          2- B,S              deep cocoa, fruit, melon   3.75
## 653    5- B,S,C,V,L               vanilla, banana, citrus   3.25
## 654        3- B,S,C        sandy, candy like vanilla, off   2.75
## 655          2- B,S               hammy, sour, astringent   2.75
## 656        3- B,S,C                 off, pungent, intense   2.25
## 657        3- B,S,C                 oily, grapes, pungent   2.75
## 658        3- B,S,C          floral, sour, synthetic, off   3.00
## 659        3- B,S,C                        floral, banana   3.50
## 660      4- B,S,C,L                        sweet, vinegar   2.50
## 661      4- B,S,C,L         harsh woody/green, cocoa base   2.50
## 662      4- B,S,C,L      fresh fruit, sour cherry, roasty   3.00
## 663      4- B,S,C,L         raisiny, slight anise, roasty   3.50
## 664          2- B,S                   dried fruit, tannic   3.00
## 665          2- B,S            grassy, green, candy spice   3.25
## 666          2- B,S                         spicy, fudgey   3.75
## 667          2- B,S                   acidic, sour, cocoa   2.75
## 668          2- B,S            licorice, sour, rich cocoa   3.25
## 669          2- B,S            roasty, oreo shell, coffee   3.50
## 670          2- B,S           mild smoke, raspberry,cocoa   3.50
## 671          2- B,S                  roasty, spicy, nutty   2.75
## 672          2- B,S               heavy roast, blackberry   3.50
## 673          2- B,S                 gummy, nutty, bourbon   3.50
## 674          2- B,S                    cherry, rich choco   3.75
## 675          2- B,S       intense, roasty, coffee, raisin   3.00
## 676          2- B,S                    cherry, rich choco   3.75
## 677          2- B,S           cocoa, sour, toffee, earthy   3.00
## 678          2- B,S             vegetal, high astringency   3.00
## 679          2- B,S               nutty, moderate acidity   3.25
## 680          2- B,S                   ripe orange, citrus   3.50
## 681          2- B,S                   green apple, sticky   3.50
## 682          2- B,S         pungent, woody, choco pudding   2.75
## 683          2- B,S          pungent, sour, tart, intense   2.75
## 684          2- B,S                        grape, pungent   3.25
## 685          2- B,S                     orange soda, sour   3.25
## 686          2- B,S                   dairy, honey, cocoa   3.50
## 687          2- B,S             faint fruit, basic fudgey   3.50
## 688          2- B,S             distinct choco and graham   4.00
## 689          2- B,S               grassy, fruity, brownie   3.25
## 690          2- B,S                    brownie, red berry   3.25
## 691          2- B,S                cocoa flavor dominates   3.25
## 692          2- B,S        light caramel, sl. dry, earthy   3.00
## 693      4- B,S,C,V          dark woody, plum, astringent   3.00
## 694      4- B,S,C,V             wood, holiday spice, soap   3.25
## 695      4- B,S,C,V            oily, dried fruit, vanilla   3.50
## 696      4- B,S,C,V                 gummy, fatty, caramel   3.00
## 697          2- B,S            nutty, ashey, spicy pepper   3.25
## 698          2- B,S                                 spicy   3.75
## 699          2- B,S          oily, toffee, hints of fruit   3.75
## 700          2- B,S                   sweet spice, floral   4.00
## 701      4- B,S,C,V        fatty, sunflower, peanutbutter   3.25
## 702          2- B,S        nut, tobacco, burnt, off notes   2.75
## 703          2- B,S                   raisins, astringent   3.00
## 704          2- B,S              floral, licorice, roasty   3.25
## 705      4- B,S,C,L          muted, creamy, grapes, fatty   3.00
## 706      4- B,S,C,L            muted, creamy, basic cocoa   3.25
## 707        3- B,S,C            sweet, strong sour, acidic   3.00
## 708        3- B,S,C               intense, sweet, brownie   3.00
## 709        3- B,S,C                  roasty, nutty, sweet   3.25
## 710        3- B,S,C                     bold, floral, rum   3.25
## 711        3- B,S,C                    mild cherry, fatty   3.25
## 712      4- B,S,C,L           nice melt, odd rubber notes   3.25
## 713      4- B,S,C,L           vanilla, fatty, basic cocoa   2.50
## 714      4- B,S,C,L              chalky, vanilla, caramel   2.75
## 715      4- B,S,C,L        fatty, powdery, nut, sl. Burnt   2.75
## 716        3- B,S,C               texture issues, brownie   3.50
## 717        3- B,S,C              one dimensional, brownie   3.50
## 718        3- B,S,C            high roast, intense, fatty   2.50
## 719        3- B,S,C                     high roast, fruit   3.00
## 720      4- B,S,C,V            sandy, cloying, rich cocoa   2.50
## 721      4- B,S,C,V                    dark coffee, cocoa   3.00
## 722      4- B,S,C,V               cinamon, nutmeg, coffee   3.00
## 723      4- B,S,C,V                  nutty, simple, sweet   3.00
## 724      4- B,S,C,V                 waxy, tobacco, smokey   3.00
## 725      4- B,S,C,V                mild mint, basic cocoa   3.00
## 726      4- B,S,C,V             fatty, rich cocoa, roasty   3.75
## 727      4- B,S,C,V           smokey,chalky,berry,caramel   3.00
## 728          2- B,S                metallic, dirt/ earthy   2.50
## 729          2- B,S              dirty, floral, unrefined   2.50
## 730          2- B,S            mild bitter, fatty, grassy   3.00
## 731          2- B,S             vanilla, chemical, rubber   2.50
## 732          2- B,S          smokey, roasty, acidic, rich   3.00
## 733          2- B,S           red berry, lingering coffee   3.50
## 734          2- B,S                   sticky, woodsy, rum   3.50
## 735          2- B,S          intense fruit, bitter ending   2.75
## 736          2- B,S            sandy, flat, hint of berry   2.75
## 737          2- B,S            sticky, very roasty, nutty   2.75
## 738          2- B,S                    earthy, tart, sour   3.00
## 739          2- B,S                grassy, tea, late sour   3.25
## 740          2- B,S                  dry, mint, medicinal   2.75
## 741          2- B,S            oily, black pepper, roasty   3.25
## 742          2- B,S                   butter, floral, rum   3.50
## 743          2- B,S          mild fruit and spice, roasty   3.50
## 744          2- B,S                  sticky, rich, cherry   3.75
## 745          2- B,S               tropical berry, intense   3.50
## 746          2- B,S                    blackberry, raisns   3.75
## 747          2- B,S           sticky, roasty nibs, grapes   3.75
## 748          2- B,S          well defined, creamy, cherry   4.00
## 749          2- B,S                      cocoa, tea, malt   3.75
## 750          2- B,S     sticky, dried fruit, toast, cocoa   3.75
## 751          2- B,S           creamy, sticky, dried fruit   4.00
## 752          2- B,S                   burnt honey, earthy   3.50
## 753          2- B,S sl. bitter, black licorice, dried fig   3.75
## 754          2- B,S  dried fruit, fig, astringent, sticky   4.00
## 755      4- B,S,C,L          late cocoa, harsh, off notes   2.50
## 756      4- B,S,C,L           cocoa, raw, dirty, chemical   2.75
## 757      4- B,S,C,L          complex, sweet, sour, grassy   3.00
## 758      4- B,S,C,L                   bland, fatty, fruit   3.00
## 759        3- B,S,C                   mild cherry, earthy   3.25
## 760        3- B,S,C                   fatty, rasin, nutty   3.25
## 761        3- B,S,C                nutty, caramel, toffee   3.50
## 762        3- B,S,C                intense, spicy, floral   3.00
## 763                                 creamy, nutty, fruity   3.75
## 764        3- B,S,L        acidic, astringent, unpleasant   1.50
## 765        3- B,S,L                        sticky, floral   3.00
## 766          2- B,S                   long lasting, fruit   3.00
## 767          2- B,S                         floral, olive   3.25
## 768          2- B,S                   creamy, basic cocoa   3.50
## 769          2- B,S            sticky, smoke, ham, earthy   3.25
## 770          2- B,S                  mild spice, licorice   3.25
## 771          2- B,S                   fruity, basic cocoa   3.50
## 772          2- B,S                 smooth, banana, cocoa   3.50
## 773          2- B,S               creamy, smokey, tobacco   3.75
## 774          2- B,S               creamy, complex, coffee   4.00
## 775          2- B,S            creamy, nuts, woody, cocoa   4.00
## 776          2- B,S          creamy, mint, tobacco, olive   4.00
## 777          2- B,S                  cucumber, hot spices   3.00
## 778          2- B,S                 creamy, woody, earthy   3.00
## 779          2- B,S                sticky, grassy, coffee   3.50
## 780          2- B,S                         sticky, olive   3.75
## 781          2- B,S            subtle, caramel, sour milk   3.00
## 782          2- B,S           smooth, intense, smoke, nut   3.50
## 783          2- B,S                         sticky, nutty   3.50
## 784          2- B,S               creamy, coffee, caramel   3.75
## 785                         smooth, fruit, coffee, bitter   3.00
## 786          2- B,S        floral, well developed, creamy   3.75
## 787          2- B,S             nutty, strawberry, creamy   3.75
## 788          2- B,S                 creamy, sticky, fruit   4.00
## 789        3- B,S,C                burnt rubber, molasses   2.50
## 790        3- B,S,C           bitter,molasses,marshmallow   2.75
## 791        3- B,S,C                      fruity, molasses   2.75
## 792       3- B,S*,C            licorice, molasses, rubber   2.75
## 793       3- B,S*,C             molasses notes from sugar   2.75
## 794       3- B,S*,C             near perfect shine, cocoa   3.50
## 795         2- B,S*                       molasses, fruit   3.50
## 796        3- B,S,C               molasses notes dominate   3.25
## 797          2- B,S                   dry, earthy, walnut   2.50
## 798          2- B,S          dry, sour, sweet, mild fruit   2.75
## 799          2- B,S             dry, cocoa, grassy, spicy   3.00
## 800        3- B,S,C                   chalky, bread, dirt   2.50
## 801        3- B,S,C                     caramel and cocoa   3.50
## 802        3- B,S,C     rich cocoa, fruity, strong floral   3.75
## 803        3- B,S,C              dark forest berry, spice   3.75
## 804        3- B,S,C                    licorice, leathery   3.00
## 805        3- B,S,C               intense, almond, coffee   3.25
## 806        3- B,S,C             heavy roast, woody, berry   3.50
## 807        3- B,S,C                         intense cocoa   3.50
## 808        3- B,S,C             dried fruit, grapes, sour   3.75
## 809        3- B,S,C                         creamy, nutty   3.75
## 810      4- B,S,C,L             sandy, full bodied, spicy   3.50
## 811      4- B,S,C,L           black pepper, rich, intense   3.75
## 812      4- B,S,C,L          intense, spicy, butterscotch   4.00
## 813      4- B,S,C,L                 candy like off flavor   2.75
## 814      4- B,S,C,L         intense earthy, cocoa, roasty   3.25
## 815      4- B,S,C,L           cocoa, honey, watery, sweet   3.50
## 816      4- B,S,C,L                  fruit, holiday spice   3.50
## 817          2- B,S           coarse, earthy, mild banana   3.25
## 818                                          fatty, muted   2.75
## 819        3- B,S,C             dates, acidic, rich cocoa   3.25
## 820        3- B,S,C               cherry, earthy, tobacco   3.25
## 821        3- B,S,C           sandy, orange, butterscotch   3.50
## 822        3- B,S,C        fatty, roasty, intense brownie   3.50
## 823        3- B,S,C               blackberry and cinnamon   4.00
## 824        3- B,S,C                   smoth, dense, grape   4.00
## 825        3- B,S,C                  waxy, spicy, tobacco   3.25
## 826        3- B,S,C                          ultra fruity   3.50
## 827        3- B,S,C                          spicy, cocoa   3.75
## 828        3- B,S,C            dried fruit, strong floral   3.25
## 829        3- B,S,C          mild, dried fruit, chocolate   3.25
## 830        3- B,S,C                       buttery, burlap   2.75
## 831          2- B,S                  nutty, almond butter   3.50
## 832          2- B,S         dry, gritty, cardboard, nutty   3.00
## 833          2- B,S       molasses, red fruit, astringent   3.00
## 834          2- B,S          cocoa, spice, alcohol, dirty   3.00
## 835      4- B,S,C,L          lemon, tart, burnt, chemical   2.75
## 836      4- B,S,C,L                nutty, rich, red berry   3.75
## 837    5- B,S,C,V,L          gritty, chalky, earthy, sour   2.75
## 838    5- B,S,C,V,L                   sandy, banana, sour   2.50
## 839    5- B,S,C,V,L          gritty, sweet, banana, smoke   2.50
## 840    5- B,S,C,V,L                 muted, cherry, banana   3.00
## 841    5- B,S,C,V,L               very sweet, marshmallow   2.75
## 842    5- B,S,C,V,L       sandy,bold,cherry,peanut butter   3.00
## 843    5- B,S,C,V,L               spicy, caramel, vanilla   3.75
## 844        3- B,S,C                      cocoa, fig notes   3.50
## 845          2- B,S             low refinement, too sweet   2.75
## 846          2- B,S                 sandy, tannic, earthy   3.25
## 847        3- B,S,C                 coarse, woody, roasty   3.00
## 848        3- B,S,C                       brownine, nutty   3.50
## 849          2- B,S                 earthy, floral, cocoa   3.25
## 850          2- B,S             simple, mild cocoa, fruit   3.50
## 851          2- B,S                         spicy, sweet,   3.50
## 852          2- B,S                        fruity, roasty   3.50
## 853          2- B,S                  carrots, heavy roast   3.25
## 854          2- B,S         intens, brownie, spicy, metal   3.00
## 855        3- B,S,C           dirty, earthy, burnt, honey   2.50
## 856        3- B,S,C                          fruit, dirty   3.00
## 857        3- B,S,C          muddy, raisins, nut, rubbery   3.50
## 858                             unrefined, crumbly, sweet   3.25
## 859        3- B,S,C             mild bitter, smoke, hammy   3.00
## 860        3- B,S,C           spicy, green, long, intense   3.25
## 861        3- B,S,C          grit,smoke, wood, blackberry   3.25
## 862      4- B,S,C,V                          woody, cocoa   3.00
## 863      4- B,S,C,V        sticky, slight plum, medicinal   2.00
## 864      4- B,S,C,V                sweet, vanilla, sticky   2.75
## 865      4- B,S,C,V        hazelnut, fruit, slight bitter   3.50
## 866      4- B,S,C,V              nutty, ginger, off notes   2.75
## 867        3- B,S,C            sweet, too few nibs, cocoa   3.00
## 868          2- B,S             mild licorice, late mocha   3.50
## 869      4- B,S,C,V      gritty,overyly sweet,fruit punch   2.50
## 870      4- B,S,C,V             grits, very sweet, banana   2.50
## 871      4- B,S,C,V       strong vanilla, strawberry, nut   2.50
## 872      4- B,S,C,V         gritty, sweet, vanilla, woody   2.50
## 873      4- B,S,C,V           sweet, vanilla, mild banana   2.75
## 874        3- B,S,C                    mild fruit, earthy   3.00
## 875        3- B,S,C            spicy, roasty, mild bitter   3.50
## 876        3- B,S,C           coarse, mild bitter, raisin   3.75
## 877        3- B,S,C                   prominent plum note   3.50
## 878        3- B,S,C             sandy, basic cocoa, sweet   3.00
## 879        3- B,S,C              dominated by heavy roast   3.00
## 880          2- B,S              perfume, floral, vanilla   2.75
## 881          2- B,S        fatty, sandy, nutty, off notes   2.50
## 882          2- B,S          metallic, off notes, powdery   2.75
## 883          2- B,S                  roasty, spicy, nutty   3.00
## 884    5- B,S,C,V,L                        malitol, cocoa   2.00
## 885    5- B,S,C,V,L             basic cocoa, short length   3.00
## 886    5- B,S,C,V,L               creamy, floral, complex   3.00
## 887    5- B,S,C,V,L                 creamy, roasty, cocoa   3.00
## 888    5- B,S,C,V,L             fatty, rich, spice, nutty   3.50
## 889    5- B,S,C,V,L             complex, raspberry, cocoa   4.00
## 890    5- B,S,C,V,L                   spicey, marshmallow   3.50
## 891        3- B,S,C              intense, molasses, sweet   2.25
## 892        3- B,S,C             intense, molasses, bitter   2.50
## 893        3- B,S,C            molasses, licorice, bitter   3.00
## 894        3- B,S,C              sandy, sweet, mild fruit   3.25
## 895        3- B,S,C                    off, hammy, roasty   2.75
## 896        3- B,S,C                 nutty, melon, vinegar   2.75
## 897        3- B,S,C              banana, bland, sour, off   3.00
## 898        3- B,S,C                   fruit, cocoa, fatty   3.25
## 899      4- B,S,C,L             creamy, honey, mild hammy   3.25
## 900      4- B,S,C,L               caramel, acidic, creamy   3.50
## 901      4- B,S,C,L                          plums, cocoa   3.50
## 902      4- B,S,C,L                 cherry, cocoa, creamy   3.75
## 903          2- B,S                    hammy, dried fruit   2.75
## 904          2- B,S                    hammy, large grits   2.75
## 905          2- B,S           high acidity, bitter, nutty   3.00
## 906          2- B,S                        roasty, simple   3.50
## 907        3- B,S,C                  molasses, sour notes   3.00
## 908        3- B,S,C               muted, mild sweet cocoa   3.50
## 909        3- B,S,C            fruit, spicy mild molasses   3.50
## 910       3- B,S*,C            coconut, true to sugar bar   2.75
## 911  6-B,S,C,V,L,Sa         strong vanilla, earthy, nutty   2.75
## 912  6-B,S,C,V,L,Sa            vanilla, dried fruit, nuts   2.75
## 913          2- B,S                    gummy, bland, sour   2.75
## 914          2- B,S                        sticky, floral   3.50
## 915          2- B,S                 gummy, sandy, complex   3.75
## 916          2- B,S            coffee, acidic, astringent   2.75
## 917          2- B,S                       nuts, sour milk   3.00
## 918          2- B,S             sandy, powdery, late sour   3.00
## 919          2- B,S            sandy, dried fruit, roasty   3.25
## 920          2- B,S               roasty, hazelnut, cocoa   3.50
## 921          2- B,S      sticky, dried sour fruit, roasty   3.00
## 922          2- B,S          roasted nuts, citrus, creamy   3.50
## 923          2- B,S     dried fruit (fig), black licorice   3.50
## 924          2- B,S               dairy, cocoa, mild sour   3.50
## 925          2- B,S       off, tropical, vegetal, rubbery   3.00
## 926          2- B,S          honey, mild floral, mild off   3.00
## 927          2- B,S                  fruit, smokey, mocha   3.00
## 928          2- B,S                 dirty, roasty, acidic   3.00
## 929          2- B,S               nutty, bland, late sour   3.25
## 930          2- B,S                 floral, orange, cocoa   3.75
## 931          2- B,S                       fig, mild anise   3.75
## 932        3- B,S,C                  grits, hazelnut, rum   3.50
## 933        3- B,S,C                    nutty, dried fruit   3.75
## 934        3- B,S,C                intense, tobacco, nuts   3.50
## 935        3- B,S,C                        caramel, dairy   3.75
## 936      4- B,S,C,L                    large grits, sweet   2.50
## 937        3- B,S,C                           large grits   3.00
## 938          2- B,S         sl. dry, gritty, fruity, nuts   3.00
## 939        3- B,S,C              dried fruit, large grits   3.25
## 940          2- B,S                                 nutty   3.50
## 941      4- B,S,C,L              coarse, hazelnut, peanut   3.50
## 942      4- B,S,C,L                                banana   3.50
## 943      4- B,S,C,L            intense, bitter, off notes   3.00
## 944      4- B,S,C,L               few grits, spicy, cocoa   3.50
## 945      4- B,S,C,L           very coarse, intense, spice   3.50
## 946          2- B,S            coarse,perfume,heavy roast   3.50
## 947          2- B,S              choco covered strawberry   3.50
## 948         2- B,S*         sandpaper, some fruit, bitter   2.00
## 949          2- B,S                 fruit, cough medicine   2.50
## 950         2- B,S*                            olive, rum   3.50
## 951          2- B,S                  spice, citrus, sweet   3.50
## 952          2- B,S        mild bitter, roasty, red berry   3.00
## 953          2- B,S                        sweet, tobacco   3.25
## 954          2- B,S          roasty, grapes, rich brownie   3.50
## 955          2- B,S        slight dry, citrus, grapefruit   3.50
## 956        3- B,S,C                     tea, spicy, sweet   3.25
## 957        3- B,S,C                slightly burnt, earthy   2.75
## 958        3- B,S,C                 creamy, simple, nutty   3.00
## 959        3- B,S,C               creamy, roasty, tobacco   3.25
## 960        3- B,S,C         complex, mild licorice, spice   3.50
## 961        3- B,S,C       mild bitter, mild cocoa, roasty   2.75
## 962        3- B,S,C                woody, red fruit, sour   2.75
## 963        3- B,S,C               sandy, cocoa, red fruit   3.00
## 964        3- B,S,C           grassy, brownie, astringent   3.25
## 965        3- B,S,C                          spicy, cocoa   3.25
## 966        3- B,S,C         bready, nutty, earthy,intense   3.25
## 967        3- B,S,C          red berry, some roasty notes   3.50
## 968        3- B,S,C                   woody, grassy, long   3.50
## 969        3- B,S,C                   tart, roasted cocoa   4.00
## 970          2- B,S               sandy, smoke, red berry   3.00
## 971          2- B,S                  mild smoke and fruit   3.50
## 972          2- B,S             smoke, fruit, sour, hammy   3.50
## 973        3- B,S,C            caramel, nuts, dried fruit   4.00
## 974          2- B,S                tart, red berry, smoke   4.00
## 975        3- B,S,C                  mildly burnt caramel   3.25
## 976        3- B,S,C         blackberries, caramel, roasty   3.75
## 977        3- B,S,C                cocoa and fresh grapes   3.75
## 978        3- B,S,C              chocolate covered banana   4.00
## 979        3- B,S,C          light color, leathery flavor   3.00
## 980        3- B,S,C          orange, mellow but flavorful   3.50
## 981        3- B,S,C               fruity, floral, caramel   3.50
## 982        3- B,S,C         slow develop, caramel, roasty   3.50
## 983        3- B,S,C               rich cocoa, mild, fatty   3.50
## 984        3- B,S,C                      rich cocoa, nuts   3.50
## 985        3- B,S,C            long lasting, fruit, spicy   3.75
## 986        3- B,S,C                    roasty, mild fatty   3.25
## 987        3- B,S,C          complex, nuts, spice, floral   3.50
## 988        3- B,S,C      licorice, caramel, floral, dirty   3.00
## 989        3- B,S,C             coconut, high astringency   3.25
## 990        3- B,S,C       spicey, herbal, ripe, sl. burnt   3.25
## 991        3- B,S,C                 fudgey, spicey, nutty   3.50
## 992        3- B,S,C          oily, black licorice, spicey   3.50
## 993        3- B,S,C           raspberry, mild sour, cocoa   3.50
## 994        3- B,S,C      rich chocolate, late spice notes   3.75
## 995        3- B,S,C         robust cocoa, dried cranberry   4.00
## 996          2- B,S                      creamy, fragrant   3.50
## 997          2- B,S          creamy, simple, strong choco   3.75
## 998          2- B,S              spice, fatty, mild cocoa   3.50
## 999          2- B,S         strong fruit, ham, deep cocoa   3.50
## 1000         2- B,S                 banana, yogurt, cocoa   4.00
## 1001         2- B,S                   vegetal, herbs, raw   3.50
## 1002       3- B,S,C             creamy, black pepper, nut   3.75
## 1003       3- B,S,C                       sweet, metallic   3.00
## 1004       3- B,S,C                        floral, sticky   3.00
## 1005       3- B,S,C                  woody, grassy, spicy   3.25
## 1006       3- B,S,C                  high acidity, grassy   3.25
## 1007       3- B,S,C       unique flavor, floral-spice mix   3.50
## 1008       3- B,S,C                    delicate, balanced   3.50
## 1009       3- B,S,C           strong cocoa, orange citrus   3.75
## 1010       3- B,S,C                         cocoa, savory   3.75
## 1011       3- B,S,C         black pepper,high astringency   3.75
## 1012       3- B,S,C                     honey, deep cocoa   4.00
## 1013       3- B,S,C                   banana,dairy, cocoa   4.00
## 1014       3- B,S,C               fatty, leathery, earthy   3.25
## 1015       3- B,S,C            tobacco, woody, wild berry   3.50
## 1016       3- B,S,C                  roasty, fatty, woody   3.50
## 1017       3- B,S,C        intense olive, citrus, vegetal   3.25
## 1018       3- B,S,C                         spicy, earthy   3.25
## 1019       3- B,S,C               oily, fatty, bold olive   3.25
## 1020       3- B,S,C                  oily, gritty, savory   3.75
## 1021       3- B,S,C              oily, burnt black pepper   3.25
## 1022       3- B,S,C                           baked bread   3.50
## 1023       3- B,S,C             mild fatty, nutty, roasty   3.50
## 1024       3- B,S,C             oily, sweet, dairy, bland   3.00
## 1025       3- B,S,C                     oily, spicy, sour   3.25
## 1026       3- B,S,C                 fatty, sweet, vanilla   3.00
## 1027       3- B,S,C                   cocoa, spicy, sweet   3.25
## 1028       3- B,S,C                  oily, tart, chlorine   2.50
## 1029       3- B,S,C          sandy,sweet, molasses,floral   3.00
## 1030       3- B,S,C                  dried fruit, intense   3.75
## 1031       3- B,S,C       acidic, undefined, brownie, off   3.00
## 1032       3- B,S,C                 delicate, hebs, choco   3.75
## 1033         2- B,S                        oily, tropical   3.75
## 1034         2- B,S            oily, dried fruit, leather   4.00
## 1035         2- B,S       black current,bitter,astringent   3.50
## 1036         2- B,S          balanced, fruit, nut, roasty   3.75
## 1037         2- B,S   sl. bitter up front, fatty, intense   3.25
## 1038     4- B,S,C,V        dried fruit, cocoa base, fatty   3.75
## 1039       3- B,S,C                 black licorice, tangy   3.75
## 1040       3- B,S,C                     cheesy off flavor   2.50
## 1041         2- B,S           grainy texture, sour, hammy   3.00
## 1042         2- B,S              accessible, sweet, sandy   3.00
## 1043       3- B,S,C                    dried fruit, cocoa   3.50
## 1044       3- B,S,V                     gritty, ambiguous   2.50
## 1045     4- B,S,C,L              sandy, sweet, candy tart   3.25
## 1046     4- B,S,C,L         sticky, spice, roasty, earthy   3.50
## 1047     4- B,S,C,L              deep cocoa, fruit, spice   3.50
## 1048     4- B,S,C,L        red fruit, tart, fat, leathery   3.50
## 1049     4- B,S,C,L                     cocoa and coconut   4.00
## 1050       3- B,S,C                  chewy, woody, rustic   3.50
## 1051       3- B,S,C                 fatty, creamy, roasty   3.50
## 1052       3- B,S,C            dry, grainy, spicy, roasty   2.75
## 1053       3- B,S,C        earthy, roasty, strong vanilla   2.75
## 1054         2- B,S            mild woody, black licorice   3.00
## 1055         2- B,S                mild strawberry, cocoa   3.50
## 1056       3- B,S,C        sour off flavor, nutty, earthy   2.75
## 1057       3- B,S,C        sweet edge, bright fruit, sour   3.25
## 1058       3- B,S,C          mild molasses, rich, gateway   3.25
## 1059       3- B,S,C                           creamy, fig   3.25
## 1060       3- B,S,C        acidic, mildly burnt, metallic   2.50
## 1061       3- B,S,C                floral, rubbery, woody   3.00
## 1062       3- B,S,C            banana, cocoa, late floral   3.75
## 1063         2- B,S                   fruit, tart, rubber   2.75
## 1064         2- B,S          sweet, dominate cocoa, spice   3.00
## 1065         2- B,S        spice/herb dominate cocoa base   3.25
## 1066         2- B,S       sandy, sweet, earthy,deep cocoa   3.25
## 1067   5- B,S,C,V,L                 fatty, vanilla, dairy   3.00
## 1068       3- B,S,C                  fruity, cocoa, sweet   3.50
## 1069       3- B,S,C          nutty, spicy, candied orange   3.50
## 1070       3- B,S,C       dried fruit, orange peel, cocoa   3.50
## 1071       3- B,S,C          roasty, sweet, fruity, cocoa   3.50
## 1072   5- B,S,C,V,L            mildly rich, basic, roasty   2.50
## 1073         2- B,S                  rich, coffee, cherry   3.50
## 1074         2- B,S           sour grapes, pungent, ashey   2.50
## 1075       3- B,S,C                        spicy, vanilla   3.00
## 1076   5- B,S,C,V,L              very sour, grassy, fatty   2.50
## 1077   5- B,S,C,V,L         very sweet, coffee, mild sour   2.75
## 1078   5- B,S,C,V,L            chunky, muted, mild bitter   3.25
## 1079     4- B,S,C,L            sl. sweet, nutty, off note   3.00
## 1080     4- B,S,C,L                 hot cocoa, very nutty   3.00
## 1081     4- B,S,C,L            light perfume, mild, sweet   3.00
## 1082     4- B,S,C,L         gritty, roasty, strong coffee   3.00
## 1083     4- B,S,C,L            mild nutty, spicy, brownie   3.25
## 1084     4- B,S,C,L        earthy, chemical or burnt note   2.75
## 1085   5- B,S,C,V,L                sweet, creamy, vanilla   2.50
## 1086   5- B,S,C,V,L        creamy, sweet, floral, vanilla   3.00
## 1087   5- B,S,C,V,L                  fatty, cocoa, fruity   3.00
## 1088   5- B,S,C,V,L              creamy, sweet, blueberry   3.50
## 1089   5- B,S,C,V,L                    creamy, blackberry   3.50
## 1090   5- B,S,C,V,L        sweet, rich cocoa, mild citrus   3.50
## 1091   5- B,S,C,V,L             creamy,sandy,nutmeg, moss   3.50
## 1092   5- B,S,C,V,L                  sweet, vanilla, rich   3.00
## 1093   5- B,S,C,V,L                      perfume, vanilla   3.00
## 1094   5- B,S,C,V,L                         creamy, nutty   3.50
## 1095   5- B,S,C,V,L                     sweet, mild lemon   3.00
## 1096   5- B,S,C,V,L                  bitter, fatty, fruit   3.00
## 1097   5- B,S,C,V,L           complex, fruit, nut, raisin   3.50
## 1098   5- B,S,C,V,L             creamy, mild tobacco, ham   3.00
## 1099   5- B,S,C,V,L         dutched?, intense, rich cocoa   2.75
## 1100   5- B,S,C,V,L         sweet, creamy, floral, orange   3.25
## 1101   5- B,S,C,V,L                  dry, sticky, brownie   3.25
## 1102   5- B,S,C,V,L             creamy, sl. Burnt, roasty   2.75
## 1103   5- B,S,C,V,L           floral, over roasted, harsh   2.75
## 1104   5- B,S,C,V,L                 sweet, vanilla, cocoa   3.25
## 1105   5- B,S,C,V,L                    very spicy, roasty   3.50
## 1106   5- B,S,C,V,L                 nutty, black licorice   3.75
## 1107                            unrefined, bitter, earthy   2.00
## 1108       3- B,S,C                smokey, cherries, sour   2.75
## 1109       3- B,S,C              XL nibs, sour, cardboard   2.75
## 1110       3- B,S,C           molasses, sweet, long,cocoa   2.75
## 1111       3- B,S,C                  fatty, nutty, earthy   3.00
## 1112       3- B,S,C                sandy, roasted vegetal   3.00
## 1113       3- B,S,C                  chalky, berry, cocoa   3.25
## 1114       3- B,S,C              muted, mild fruit, sweet   3.25
## 1115       3- B,S,C                sandy, intense, cherry   3.50
## 1116     4- B,S,C,V                buttery, floral, burnt   2.50
## 1117     4- B,S,C,L         overyly sweet, banana, yogurt   2.75
## 1118     4- B,S,C,L            chewy, fatty, sweet, nutty   3.00
## 1119                              vanilla, chocolate milk   3.00
## 1120       3- B,S,C             sandy, sweet, dried fruit   3.00
## 1121       3- B,S,C            rich chocolate, sweet edge   3.50
## 1122       3- B,S,C         rich chocolate, sandy texture   3.50
## 1123       3- B,S,C         powdery, rich, coffee, roasty   3.25
## 1124       3- B,S,C                 flat, late tart notes   3.00
## 1125       3- B,S,C                   sandy, sweet, cocoa   3.00
## 1126       3- B,S,C               sandy, brownie, coconut   3.25
## 1127       3- B,S,C                     pungent, chemical   2.75
## 1128       3- B,S,C                   cocoa, fatty, fruit   3.25
## 1129       3- B,S,C            earthy, dirty, dried fruit   3.50
## 1130         2- B,S                delicate, carame, tang   3.50
## 1131       3- B,S,L          powdery, vanilla, artificial   2.75
## 1132     4- B,S,C,L            rubber, fatty, sandy,grape   2.50
## 1133     4- B,S,C,L                sandy, fatty, chemical   2.50
## 1134     4- B,S,C,L            nutty, sweet, fatty, sandy   3.00
## 1135       3- B,S,C              pungent raisin, metallic   3.25
## 1136       3- B,S,C       mostly earthy, mild dried fruit   3.50
## 1137       3- B,S,C              woody, earthy, medicinal   3.00
## 1138       3- B,S,C                  full flavor spectrum   3.50
## 1139       3- B,S,C                   nutty, butterscotch   3.75
## 1140       3- B,S,C            spicy, intense, fades fast   3.75
## 1141       3- B,S,C              astringent, smoke, cream   3.50
## 1142       3- B,S,C                                floral   3.50
## 1143       3- B,S,C         strong floral, black licorice   3.50
## 1144       3- B,S,C            creamy, mild nutty & woody   3.75
## 1145       3- B,S,C              dark berry, honey, cream   4.00
## 1146       3- B,S,C             too sweet, spicy, candied   2.75
## 1147       3- B,S,C              sandy, sweet, mild fruit   3.50
## 1148         2- B,S                  harsh, earthy, dirty   2.75
## 1149         2- B,S             delicate fruit, black tea   3.25
## 1150        2- B,S*                 intense, palm, earthy   2.75
## 1151        2- B,S*              sandy, tart, tangy, palm   3.00
## 1152        2- B,S*                  intense, palm, nutty   3.00
## 1153        2- B,S*                    floral, palm, sour   3.25
## 1154        2- B,S*                    palm, spicy, flour   3.25
## 1155        2- B,S*            light color, sour, pungent   2.25
## 1156        2- B,S*                     harsh flavor, hay   2.50
## 1157        2- B,S*                sour, citrus, molasses   2.75
## 1158        2- B,S*           lemon, late sour & molasses   3.00
## 1159        2- B,S*               fruity, tannic, coconut   3.50
## 1160       3- B,S,C                          sour, earthy   2.75
## 1161       3- B,S,C                      nutty, off notes   2.75
## 1162       3- B,S,C               intense, bitter, coffee   3.25
## 1163       3- B,S,C                   mild caramel, honey   3.50
## 1164       3- B,S,C        high acid,sweet,nut,strawberry   3.25
## 1165       3- B,S,C          butterscotch, burnt cinnamon   3.50
## 1166     4- B,S,C,L                      perfume, burning   2.00
## 1167         2- B,S                 sandy, perfume, nutty   2.50
## 1168         2- B,S             dry, floral, slight musty   3.00
## 1169     4- B,S,C,L            dry, intense floral, spciy   3.25
## 1170     4- B,S,C,L                     dry, nutty, sweet   3.50
## 1171         2- B,S               dry, sour, cheesey, off   2.50
## 1172         2- B,S                sandy, red berry, sour   2.75
## 1173         2- B,S               coffee, red berry, tart   3.50
## 1174         2- B,S         red berry, cocoa, mild coffee   3.75
## 1175     4- B,S,C,L                floral, roasty, coffee   3.50
## 1176     4- B,S,C,L                     rich cocoa, fatty   3.50
## 1177     4- B,S,C,L             creamy, nutty, tea, fatty   3.50
## 1178     4- B,S,C,L                   muted, fatty, nutty   3.50
## 1179     4- B,S,C,L                      sour, raw, green   2.75
## 1180        2- B,S*           true to sugar, green, fatty   2.50
## 1181                            pastey, bitter, unfixable   1.75
## 1182         2- B,S                              cardamon   4.00
## 1183         2- B,S             smoke, cocoa, fruit, fuel   2.75
## 1184     4- B,S,C,L               dry, woody, dried fruit   2.75
## 1185     4- B,S,C,L             sour raisin, woody, fatty   3.00
## 1186     4- B,S,C,L            fatty, mild bitter, banana   3.00
## 1187                                    charred, espresso   2.50
## 1188     4- B,S,C,L              sandy, sweet, mild cocoa   2.75
## 1189       3- B,S,C              grassy, tobacco, intense   3.00
## 1190     4- B,S,C,L           fungal, mushroom, mild burn   3.00
## 1191                                 spicy, sour, burning   2.75
## 1192     4- B,S,C,L              ashey, woody, bright red   2.75
## 1193                             earthy, woody, sour mint   3.00
## 1194     4- B,S,C,L                   mild bitter, floral   3.00
## 1195     4- B,S,C,L                   woody, nutty, short   3.00
## 1196     4- B,S,C,L                  sweet, cocoa, grassy   3.25
## 1197     4- B,S,V,L                sweet, red berry, sour   3.50
## 1198           1- B         candy,uncontrolled bitterness   2.50
## 1199                        spice,cocoa, tolerable bitter   2.75
## 1200                          trop. Fruit, coffee, bitter   2.75
## 1201     4- B,S,C,L                  sandy, vegetal, sour   3.00
## 1202         2- B,S        oily, leathery, intense bitter   3.00
## 1203     4- B,S,C,L                    nutty, mild coffee   3.00
## 1204     4- B,S,C,L                 tart, fruity, intense   3.50
## 1205         2- B,S                oily, spicy, sl. Burnt   3.50
## 1206       3- B,S,C                 fatty, gritty, roasty   3.25
## 1207       3- B,S,C                   nutty, coffee, rich   3.75
## 1208       3- B,S,C             intense, cherry, metallic   3.00
## 1209       3- B,S,C               woody, floral, metallic   3.00
## 1210       3- B,S,C                 earthy, metallic edge   3.00
## 1211       3- B,S,C              spicy, mild fruit, fatty   3.50
## 1212       3- B,S,C                   raisins, rich choco   3.75
## 1213       3- B,S,C                    spicy, mild roasty   3.50
## 1214       3- B,S,C                  creamy, sour, raisin   3.25
## 1215       3- B,S,C                  creamy, nutty, muted   3.50
## 1216       3- B,S,C                  creamy, cocoa, lemon   3.75
## 1217       3- B,S,C           creamy, roasted nuts, fatty   3.75
## 1218       3- B,S,C                  creamy, nutty, cocoa   3.75
## 1219       3- B,S,C         creamy, nutty, delicate fruit   4.00
## 1220       3- B,S,C                 creamy, nutty, fruity   4.00
## 1221       3- B,S,C          peanut, coffee, cocoa, bread   4.00
## 1222       3- B,S,C                 creamy, nutty, earthy   4.00
## 1223       3- B,S,C              fatty, rich, berry notes   3.75
## 1224     4- B,S,C,L                   sour, sweet, rubber   2.50
## 1225       3- B,S,C       buttery, intense, spice, roasty   3.00
## 1226       3- B,S,C                      molasses, roasty   3.25
## 1227    4- B,S*,C,L              very sandy, sweet, spicy   2.75
## 1228    4- B,S*,C,L                        sandy, caramel   3.00
## 1229         2- B,S                    off notes, pungent   2.25
## 1230         2- B,S             mild metallic, spice, tea   3.25
## 1231         2- B,S                  roasty, nutty, spicy   3.25
## 1232         2- B,S                 intense, tart, earthy   3.50
## 1233     4- B,S,C,L                 woody, meaty, vegetal   2.75
## 1234         2- B,S              intense, molasses, fruit   2.75
## 1235         2- B,S       intense, cherry, rich, metallic   3.50
## 1236   5- B,S,C,V,L          gritty, unrefined, off notes   2.00
## 1237       3- B,S,C                          sandy, sweet   3.25
## 1238     4- B,S,C,L              candy like, sweet, dairy   3.00
## 1239     4- B,S,C,L              floral, tobacco, candied   3.00
## 1240       3- B,S,C            dairy, nutty, butterscotch   3.50
## 1241     4- B,S,C,L                sweet, fruity, vanilla   3.50
## 1242     4- B,S,C,L                 floral, bourbon, salt   3.50
## 1243   5- B,S,C,V,L                      vanilla, gateway   3.50
## 1244     4- B,S,C,L                   full bodied, floral   3.75
## 1245     4- B,S,C,L          gritty, coffee, sweet, hammy   3.00
## 1246     4- B,S,C,L                 complex, bold, gritty   3.25
## 1247     4- B,S,C,L       bold, spice, sour fruit, gritty   3.25
## 1248         2- B,S        off note, vanilla, basic cocoa   2.75
## 1249       3- B,S,C            harsh, burnt nuts, powdery   2.75
## 1250       3- B,S,C                floral, earthy, grassy   3.00
## 1251       3- B,S,C             nutty, cocoa, sour veggie   3.50
## 1252       3- B,S,C                      herbal, tea-like   3.50
## 1253       3- B,S,C                               brownie   3.75
## 1254   5- B,S,C,V,L            nutty, sour milk, off note   3.00
## 1255   5- B,S,C,V,L               very sweet, basic cocoa   3.25
## 1256   5- B,S,C,V,L             candy-like, peanut butter   3.25
## 1257   5- B,S,C,V,L                       raisins, prunes   3.50
## 1258     4- B,S,C,L       rich cocoa, dried fruit, roasty   3.75
## 1259       3- B,S,C           light color, nutty, caramel   3.75
## 1260     4- B,S,C,L           banana, fall spices, earthy   3.75
## 1261       3- B,S,C                  sandy, sweet, acidic   3.00
## 1262     4- B,S,C,L            creamy, black tea, vegetal   3.00
## 1263       3- B,S,C          creamy, balanced, fig, cocoa   3.50
## 1264     4- B,S,C,L           creamy, floral, dried fruit   3.75
## 1265     4- B,S,C,L         creamy, distinct, dried fruit   3.75
## 1266       3- B,S,C                        spicy, tobacco   3.00
## 1267       3- B,S,C             muted, grapes, astringent   3.00
## 1268       3- B,S,C              base cocoa, fruit, fatty   3.25
## 1269                         cocoa, strong distinct spice   3.75
## 1270                             chewy, vanilla, metallic   2.50
## 1271     4- B,S,C,V              crumbly, vanilla, bitter   2.50
## 1272     4- B,S,C,V                grassy, earthy, coffee   2.50
## 1273     4- B,S,C,V                sweet, vanilla, coffee   2.75
## 1274     4- B,S,C,V           creamy, nutty, bitter, flat   2.75
## 1275     4- B,S,C,V              creamy, mild marshmallow   3.00
## 1276     4- B,S,C,V                    spicy, mild bitter   3.00
## 1277     4- B,S,C,V       fruity,floral,cooling sensation   3.00
## 1278     4- B,S,C,V            intense, mint, marshmallow   3.50
## 1279                         mild bitter and chemical off   2.75
## 1280                                spicy, floral, bitter   2.75
## 1281       3- B,S,C                       licorice, melon   3.25
## 1282       3- B,S,C                        plum, molasses   3.50
## 1283       3- B,S,C             fatty, dark berry, grassy   3.75
## 1284   5- B,S,C,V,L        sweet, vanilla domintates, nut   2.00
## 1285       3- B,S,C            poor finish, cocoa, grassy   3.25
## 1286         2- B,S          gritty, overly sweet, citrus   3.00
## 1287         2- B,S                 gritty, sour, berries   3.00
## 1288         2- B,S                sticky, molasses, sour   3.00
## 1289         2- B,S                   medium roast, nutty   3.25
## 1290         2- B,S                         roasty, nutty   3.00
## 1291         2- B,S             nuts, dried fruit, grassy   3.25
## 1292         2- B,S                 intense, high acidity   3.75
## 1293         2- B,S                          light color,   3.00
## 1294         2- B,S             astringent, smomkey cocoa   3.25
## 1295         2- B,S               intense, pungent, tangy   2.50
## 1296       3- B,S,C                  nutty, pungent, sour   2.75
## 1297       3- B,S,C                      nutty, sour milk   3.00
## 1298       3- B,S,C             strawberry, intense, sour   3.25
## 1299         2- B,S               intense, spicy, pungent   3.25
## 1300       3- B,S,C               spicy, molasses, earthy   3.25
## 1301       3- B,S,C                    earthy, fatty, tea   3.25
## 1302     4- B,S,C,L           astringent, unbalanced, off   2.75
## 1303     4- B,S,C,L                 spicy, vanilla, dairy   3.25
## 1304     4- B,S,C,L                  creamy, mild flavors   3.75
## 1305     4- B,S,C,L                               oranges   3.75
## 1306   5-B,S,C,V,Sa             vanilla, earth, cardboard   2.50
## 1307   5-B,S,C,V,Sa             intense, bourbon, vanilla   2.50
## 1308   5-B,S,C,V,Sa        vanilla, candy-like, sour milk   3.00
## 1309   5-B,S,C,V,Sa           mild vanilla and mild fruit   3.00
## 1310   5- B,S,C,V,L                   rich, spice, cheese   3.00
## 1311   5- B,S,C,V,L                   smooth, rich, lemon   3.50
## 1312   5- B,S,C,V,L         cocoa, nutty, acidic, burning   3.00
## 1313   5- B,S,C,V,L                  creamy, cocoa, spice   3.25
## 1314   5- B,S,C,V,L                simple, rich hot cocoa   3.75
## 1315   5- B,S,C,V,L                 spicy, roasty, coffee   3.75
## 1316   5- B,S,C,V,L                 floral, soapy, earthy   3.25
## 1317   5- B,S,C,V,L           berry, rich cocoa dominates   3.75
## 1318   5- B,S,C,V,L                  creamy, woody, nutty   4.00
## 1319       3- B,S,C         unrefined, sweet, basic cocoa   3.00
## 1320                        molasses, cardboard, off note   2.25
## 1321                           metallic, cardboard, fruit   2.50
## 1322                                         nutty, fatty   3.00
## 1323                                  grit, earthy, musty   3.00
## 1324         2- B,S                  anise, spicy, earthy   3.00
## 1325         2- B,S         earthy, molasses, dried fruit   3.00
## 1326     4- B,S,C,L                molasses, high acidity   3.25
## 1327         2- B,S                 tart, molasses, grits   3.25
## 1328         2- B,S                   fruit, cocoa, grape   3.50
## 1329         2- B,S                     dry, melon, cocoa   3.50
## 1330         2- B,S                         sandy, grapes   3.50
## 1331     4- B,S,C,L              roasty, dark berry, rich   3.50
## 1332     4- B,S,C,L           rich, sweet, cocoa, intense   3.00
## 1333     4- B,S,C,L         rich cocoa, burning sensation   3.25
## 1334     4- B,S,C,L             nutty, grassy, rich cocoa   3.50
## 1335     4- B,S,C,L                 cocoa, caramel, sweet   3.75
## 1336     4- B,S,C,L          rich, vegetal, banana, spice   3.50
## 1337     4- B,S,C,L                nutty, pear, sour milk   3.50
## 1338     4- B,S,C,L           brownie, cocoa, sour, sweet   2.75
## 1339     4- B,S,C,L            creamy, rich, dairy, nutty   3.25
## 1340     4- B,S,C,L                   sweet, nutty, cocoa   3.25
## 1341                          peanut butter, burnt rubber   2.50
## 1342                                  sweet, fudgey, tang   3.25
## 1343         2- B,S              mild hammy, roasty, sour   3.00
## 1344         2- B,S          rich cocoa, mild fruit & nut   3.50
## 1345         2- B,S               citrus,prononced orange   3.50
## 1346     4- B,S,C,L       fatty, roasty, coffee, off note   2.75
## 1347     4- B,S,C,L                nutty, woody, leathery   2.75
## 1348     4- B,S,C,L               roasty, sour, cardboard   2.75
## 1349     4- B,S,C,L             gritty, roasty, waxy, off   2.75
## 1350     4- B,S,C,L       slight burnt, astringent, fruit   3.00
## 1351     4- B,S,C,L             roasty, nutty, rich cocoa   3.00
## 1352     4- B,S,C,L           sandy, fatty, roasty, fruit   3.25
## 1353     4- B,S,C,L             smokey, rich cocoa, spice   3.25
## 1354     4- B,S,C,L            rich, roasty, nutty, smoke   3.50
## 1355     4- B,S,C,L            creamy, mild honey, floral   3.75
## 1356                                      floral, caramel   3.50
## 1357                                  dry, roasty, toffee   2.50
## 1358   5- B,S,C,V,L                  chalky, fatty, sweet   3.00
## 1359   5- B,S,C,V,L                  chalky, cocoa, tangy   3.00
## 1360   5- B,S,C,V,L                   fatty, nutty, woody   3.00
## 1361         2- B,S                 spicy, grassy, roasty   3.50
## 1362       3- B,S,C                 simple, earthy, cocoa   3.00
## 1363       3- B,S,C                     sandy, rich cocoa   3.25
## 1364       3- B,S,C                complex, dairy, roasty   3.50
## 1365       3- B,S,C                  well balanced, melon   3.75
## 1366       3- B,S,C                     sandy, off, hammy   2.75
## 1367       3- B,S,C           base cocoa, mild ham, woody   3.25
## 1368       3- B,S,C             sandy, light color, grape   3.50
## 1369         2- B,S                intense, sticky, cocoa   3.50
## 1370         2- B,S           roasty, black pepper, woody   3.00
## 1371         2- B,S          dried fruit, nutty, mushroom   3.25
## 1372         2- B,S                    red fruit, brownie   3.25
## 1373         2- B,S                   cocoa, spice, fruit   3.50
## 1374         2- B,S                 subtle, spicy, banana   3.50
## 1375         2- B,S                floral, black licorice   3.25
## 1376         2- B,S                    smokey, mild berry   3.25
## 1377         2- B,S               strong raspberry, mocha   3.50
## 1378       3- B,S,C         mild, licorice, coffee, cocoa   4.00
## 1379       3- B,S,C                               brownie   3.75
## 1380       3- B,S,C                woody, mocha, molasses   3.25
## 1381       3- B,S,C         spoiled milk, sweet, molasses   3.25
## 1382       3- B,S,C        buttery, sunflower, astringent   3.50
## 1383       3- B,S,C           home baked banana nut bread   3.75
## 1384       3- B,S,C                         sandy, citrus   3.50
## 1385         2- B,S         sweet edge, bright fruit, off   3.00
## 1386         2- B,S                 grits, roasted, nutty   2.75
## 1387         2- B,S                  fatty, roasty, cocoa   3.00
## 1388         2- B,S             creamy, strawberry, cocoa   3.50
## 1389         2- B,S              fatty, nutty, melon like   3.50
## 1390         2- B,S                  fatty, grassy, cocoa   3.50
## 1391         2- B,S                rich cocoa, spicy edge   3.75
## 1392     4- B,S,C,V         harsh burnt, mild cocoa, tang   3.00
## 1393         2- B,S             grassy, rubbery, chemical   2.50
## 1394         2- B,S         basic cocoa, dirty/burnt edge   3.00
## 1395         2- B,S                   spicy, sweet, cocoa   3.00
## 1396   5- B,S,C,V,L          black pepper, vanilla, harsh   2.50
## 1397     4- B,S,C,V         aluminum, mild coffee, roasty   3.00
## 1398     4- B,S,C,V                 strong, brandy, smoke   3.00
## 1399     4- B,S,C,V         sandy, floral, vanilla, candy   3.50
## 1400     4- B,S,C,V              sweet, candy-like, nutty   3.25
## 1401         2- B,S               spicy, candied, complex   3.75
## 1402     4- B,S,C,V                        dairy, pudding   3.75
## 1403       3- B,S,C           sweet, sl. smokiness, fruit   2.75
## 1404       3- B,S,C                  cherry, fatty, cocoa   3.00
## 1405         2- B,S        multiple off flavors, metallic   2.00
## 1406         2- B,S                          potting soil   2.50
## 1407         2- B,S                 smokey, earthy, cocoa   3.00
## 1408         2- B,S                     nutty, mild dairy   3.25
## 1409         2- B,S                  intense mocha flavor   3.50
## 1410         2- B,S                   oily, burnt, earthy   3.25
## 1411         2- B,S           rustic, basic cocoa, earthy   3.00
## 1412       3- B,S,C            mild sweet honey, rum, off   3.25
## 1413       3- B,S,C              smoke, fruit, ham, fatty   3.25
## 1414   5- B,S,C,V,L            very sweet, caramel, candy   2.75
## 1415   5- B,S,C,V,L            sticky, marshmallow, cocoa   3.00
## 1416   5- B,S,C,V,L            watered down coffee, cocoa   3.00
## 1417   5- B,S,C,V,L             marshmallow, rich brownie   3.50
## 1418       3- B,S,C        deep cocoa, sl. pungent, sandy   3.00
## 1419       3- B,S,C             roasted pear, cocoa, sour   3.25
## 1420       3- B,S,C          fatty, dominant roast, spice   3.25
## 1421       3- B,S,C          candied, sweet cocoa, roasty   3.25
## 1422       3- B,S,C                        spice, coconut   3.50
## 1423                             extremely sweet, vanilla   2.25
## 1424                             vanilla, strong chemical   1.50
## 1425       3- B,S,C               gritty, roasty, rubbery   2.50
## 1426       3- B,S,C             gritty, cocoa base, ashey   2.75
## 1427   5- B,S,C,V,L               sandy, red berry, cocoa   3.50
## 1428   5- B,S,C,V,L                 sticky, bitter, nutty   3.50
## 1429   5- B,S,C,V,L           sandy, woody, peanut butter   3.75
## 1430   5- B,S,C,V,L                 intense, nutty, cocoa   4.00
## 1431         2- B,S             very sticky, nutty, woody   2.50
## 1432     4- B,S,C,V                        raisiny, chewy   2.75
## 1433     4- B,S,C,V          sandy, sweet, strong vanilla   2.50
## 1434     4- B,S,C,V        sticky, strong vanilla, pepper   2.75
## 1435     4- B,S,C,V           creamy, vanilla, rich fruit   3.25
## 1436     4- B,S,C,V             creamy, burnt nuts, woody   3.25
## 1437     4- B,S,C,V              vanilla, brownie, peanut   3.50
## 1438     4- B,S,C,V           intense vanilla, swiss miss   2.75
## 1439     4- B,S,C,V            fatty, vanilla, candy-like   2.75
## 1440     4- B,S,C,V              vanilla, earthy, caramel   2.75
## 1441     4- B,S,C,V           strong vanilla, nut, coffee   3.50
## 1442         2- B,S          mild earthy, mild cocoa, nut   3.50
## 1443     4- B,S,C,V           chalky, astringent, vanilla   2.00
## 1444     4- B,S,V,L            creamy, nutty, mass market   3.00
## 1445   5- B,S,C,V,L              nutty, cooling sensation   3.25
## 1446   5- B,S,C,V,L                    creamy, hay, nutty   3.75
## 1447     4- B,S,C,L            strong vanilla, some spice   2.00
## 1448     4- B,S,C,L                   cardboard, tea-like   2.75
## 1449     4- B,S,C,L            creamy, sublte grape notes   3.50
## 1450   5- B,S,C,V,L                   sandy, sweet, cocoa   3.50
## 1451      3- B,S*,C                  gummy, smokey, hammy   2.75
## 1452   5- B,S,C,V,L          sweet, vanilla, easter candy   2.75
## 1453   5- B,S,C,V,L           creamy, crunchy, very sweet   3.50
## 1454       3- B,S,C                 hammy, unrecognizable   3.00
## 1455       3- B,S,C                    berry, nutty, sour   3.75
## 1456       3- B,S,C                 rubber, off medicinal   2.50
## 1457       3- B,S,C                          nutty, green   2.75
## 1458         2- B,S                  soil, wet, off notes   2.50
## 1459     4- B,S,C,L                          muted, nutty   2.75
## 1460       3- B,S,C            oily, tangy, fruit, earthy   2.75
## 1461       3- B,S,C            banana, menthol, medicinal   3.00
## 1462       3- B,S,C         molassses, intense, off, herb   3.25
## 1463       3- B,S,C                molasses, sweet, cocoa   3.25
## 1464       3- B,S,C                         orange, cocoa   3.75
## 1465       3- B,S,C                          smoke, fruit   3.50
## 1466       3- B,S,C          dried fruit, balanced, cocoa   3.75
## 1467       3- B,S,C                     sweet, fatty, fig   3.25
## 1468       3- B,S,C      dried fruit,spicy,sticky,intense   3.50
## 1469         2- B,S                   chewy, brownie like   3.25
## 1470         2- B,S                 grits, roaste brownie   3.25
## 1471         2- B,S                        cocoa, coconut   3.50
## 1472         2- B,S                coarse, intense, nutty   3.50
## 1473         2- B,S                nutty, intense, roasty   3.75
## 1474       3- B,S,C                        nutty, roasty,   3.50
## 1475       3- B,S,C           basic, balanced, deep cocoa   3.75
## 1476       3- B,S,C          heavy roast, few grits, rich   2.75
## 1477       3- B,S,C                roasty, coffee, rubber   2.75
## 1478       3- B,S,C                  sweet, fatty, roasty   3.00
## 1479       3- B,S,C                  fruity, tangy, cocoa   3.50
## 1480       3- B,S,C             delicate, caramel, peanut   3.50
## 1481       3- B,S,C                   coarse, floral, rum   3.50
## 1482       3- B,S,C                    rich, bright fruit   3.50
## 1483       3- B,S,C                   lemon, spicy, cocoa   3.50
## 1484       3- B,S,C                  grassy, woody, sweet   3.50
## 1485       3- B,S,C                   intense, sour, tart   3.25
## 1486         2- B,S                earthy, tobacco, ashey   3.00
## 1487       3- B,S,C             off notes, rubbery, hammy   3.00
## 1488       3- B,S,C                   sweet, spicy, dirty   3.25
## 1489       3- B,S,C               complex, creamy, cherry   3.50
## 1490       3- B,S,C                   smokey, dirty, sour   2.75
## 1491       3- B,S,C                     smoked nuts, tang   3.25
## 1492       3- B,S,C               mild orange, herbaceous   3.50
## 1493       3- B,S,C                  earthy, musty, sweet   2.75
## 1494       3- B,S,C         floral, earthy, acidic, harsh   2.75
## 1495       3- B,S,C         delicate, nutty, butterscotch   3.25
## 1496         2- B,S                earthy, coffee, roasty   3.25
## 1497         2- B,S             dried fruit, woody, dirty   2.75
## 1498       3- B,S,C           creamy, fatty, black pepper   3.00
## 1499       3- B,S,C                                citrus   3.50
## 1500       3- B,S,C                        roasty, coffee   3.50
## 1501       3- B,S,C               cocoa, spice, late sour   3.50
## 1502       3- B,S,C         sticky, pepper, cinamon, rich   3.50
## 1503       3- B,S,C                         melon, roasty   3.50
## 1504       3- B,S,C             fatty, heavy roast, nutty   3.50
## 1505         2- B,S          long, mild honey, rich cocoa   3.25
## 1506         2- B,S             roasty, rich, coffee, nut   3.50
## 1507         2- B,S                    spicy and fragrant   3.75
## 1508       3- B,S,C                  fatty, roasty, nutty   3.50
## 1509                               intense orange, floral   3.00
## 1510                                 chewy, earthy, spicy   3.00
## 1511                                  cocoa, earth, wheat   3.25
## 1512                           intense, dark berry, cocoa   3.50
## 1513     4- B,S,C,V               waxy, rubber, medicinal   2.25
## 1514     4- B,S,C,V              fatty, rubber, medicinal   2.50
## 1515       3- B,S,C             sticky, pungent, off note   2.75
## 1516       3- B,S,C             sandy, earthy, sweet edge   3.00
## 1517       3- B,S,C        sandy, mild floral, mild nutty   3.25
## 1518         2- B,S                  sticky, woody, musty   2.75
## 1519         2- B,S            dry, sticky, nutty, earthy   3.00
## 1520         2- B,S                sticky, earthy, coffee   3.25
## 1521         2- B,S         gritty, high astringent, sour   2.75
## 1522         2- B,S           gritty, sticky, smoke,hammy   2.75
## 1523         2- B,S               sandy, strawberry, sour   3.00
## 1524         2- B,S            dry, sandy, intense, berry   3.00
## 1525         2- B,S            orange,lemon,coffee ground   3.00
## 1526         2- B,S        dry, gritty, red berry, coffee   3.25
## 1527         2- B,S            rich cocoa, coffee, roasty   3.50
## 1528         2- B,S                  gritty, tangy, cocoa   3.50
## 1529         2- B,S               gritty, raspberry, sour   3.75
## 1530         2- B,S             gritty, overly tart, sour   2.50
## 1531         2- B,S                   gritty, sour, sweet   2.75
## 1532         2- B,S             gritty, fruit, tart, rich   3.50
## 1533         2- B,S                      tart, deep choco   3.75
## 1534         2- B,S          mild bitter, citrus, intense   3.00
## 1535         2- B,S            green, vegetal, mild spice   3.25
## 1536       3- B,S,C           sticky, butterscotch, nutty   3.50
## 1537       3- B,S,C                  nutty, fruity, spicy   3.75
## 1538       3- B,S,C                     sticky, red fruit   4.00
## 1539       3- B,S,C            creamy, grassy, smoke, nut   4.00
## 1540       3- B,S,C       sweet, banana, mild sour orange   3.50
## 1541         2- B,S                    heavy roast, smoke   3.25
## 1542         2- B,S                        roasty, coffee   3.25
## 1543         2- B,S         intense, burnt, bitter, spice   3.25
## 1544       3- B,S,C          sweet, cherry, cream, raisin   3.50
## 1545       3- B,S,C                 nutty, cheese, savory   3.00
## 1546       3- B,S,C                  roasty, hammy, dirty   3.00
## 1547       3- B,S,C                sweet edge, sour fruit   3.25
## 1548         2- B,S                 gritty, sweet, earthy   3.00
## 1549       3- B,S,C         musty, woody, rubbery, roasty   2.50
## 1550       3- B,S,C                     cocoa, strawberry   3.25
## 1551         2- B,S                          pungent, off   2.50
## 1552         2- B,S                molasses, sweet, choco   2.75
## 1553         2- B,S             spicy, metallic, molasses   3.00
## 1554         2- B,S         fatty, sligthly bland, earthy   3.00
## 1555         2- B,S         high roast, nutty, deep choco   3.50
## 1556        2- B,S*                floral, earthy, bitter   2.50
## 1557        2- B,S*           dry, floral, dirty, coconut   2.75
## 1558        2- B,S*                smooth, coconut, cocoa   3.25
## 1559        2- B,S*                creamy, coconut, cocoa   3.25
## 1560     4- B,S,C,L            sticky, tart, slight burnt   2.50
## 1561     4- B,S,C,L                 uneven, smokey, hammy   2.50
## 1562       3- B,S,C            intense, ham, butterscotch   3.25
## 1563       3- B,S,C            acidic, pomegrant, brownie   3.25
## 1564       3- B,S,C          intense, grassy, spicy, rich   3.50
## 1565       3- B,S,C               dried fruit, rich cocoa   3.50
## 1566       3- B,S,C          fatty, bitter, woody, roasty   2.75
## 1567       3- B,S,C                        dairy, caramel   3.00
## 1568       3- B,S,C               earthy, floral, rubbery   2.50
## 1569       3- B,S,C                  fatty, creamy, olive   3.00
## 1570       3- B,S,C            creamy, fatty, mild cherry   3.50
## 1571       3- B,S,C           roasty/smokey, high acidity   3.25
## 1572       3- B,S,C               dried fruit, mild hammy   3.75
## 1573       3- B,S,V          accesible, simple cocoa note   3.50
## 1574       3- B,S,C              grape, mild smoke, sandy   3.50
## 1575     4- B,S,C,V                     sweet, crisp nibs   2.00
## 1576     4- B,S,C,V                  bitter coffee flavor   2.00
## 1577     4- B,S,C,V                  smooth, bold, bitter   2.00
## 1578     4- B,S,C,V               creamy, licorice, herbs   3.00
## 1579     4- B,S,C,V             creamy, raisins, licorice   3.75
## 1580     4- B,S,C,V                    grapefruit, spices   3.75
## 1581     4- B,S,C,V         tropical fruit and mild smoke   3.75
## 1582     4- B,S,C,V                         cocoa, orange   3.50
## 1583     4- B,S,C,V              creamy, smoke, raspberry   3.50
## 1584     4- B,S,C,V                        raisins, melon   3.75
## 1585     4- B,S,C,V                  sandy, earthy, fatty   3.25
## 1586     4- B,S,C,V          sandy, grits, nutty, vanilla   3.00
## 1587     4- B,S,C,V            dairy, cocoa, fatty, apple   3.50
## 1588   4- B,S*,C,Sa                   chemical, salt, wtf   1.50
## 1589   4- B,S*,C,Sa          sticky, cardboard,why bother   2.00
## 1590   4- B,S*,C,Sa                         leather, salt   2.50
## 1591     3- B,S*,Sa                molassses, palm, spicy   2.50
## 1592    4- B,S,C,Sa              strawberry, cream, spice   3.25
## 1593       3- B,S,C                  banana, melon, fatty   3.25
## 1594       3- B,S,C             woody, lemon, mild bitter   3.50
## 1595       3- B,S,C                   black pepper, dairy   3.50
## 1596       3- B,S,C                     rum, herbal, rich   3.50
## 1597       3- B,S,C                     spicy, rich, mint   3.75
## 1598       3- B,S,C                  nutty, grassy, woody   3.75
## 1599       3- B,S,C                         fatty, simple   3.00
## 1600       3- B,S,C                   candy spices, sweet   3.25
## 1601       3- B,S,C               complex, true to origin   3.25
## 1602       3- B,S,C                          grape, cocoa   3.50
## 1603     4- B,S,C,V                  wine, brownie batter   3.50
## 1604     4- B,S,C,V        unrefined, burnt nuts, vanilla   2.50
## 1605       3- B,S,C             sandy, nutmeg, astringent   3.00
## 1606       3- B,S,C              dry, sandy, empty, sweet   3.00
## 1607       3- B,S,C               dry, sandy, dirt, empty   3.00
## 1608       3- B,S,C           sandy, green, grassy, harsh   2.75
## 1609       3- B,S,C            unripe fruit, sour, watery   3.00
## 1610       3- B,S,C             sandy, bitter, sour fruit   3.00
## 1611         2- B,S                  intense, sour, hammy   3.00
## 1612         2- B,S                   cocounut, late sour   3.25
## 1613         2- B,S              cocoa, mild pear, sticky   3.50
## 1614         2- B,S                   grape, thick, chewy   3.75
## 1615       3- B,S,C        dry, coffee notes from roaster   2.75
## 1616       3- B,S,C                  sandy, harsh, floral   2.75
## 1617         2- B,S                  gritty, sweet, earty   3.50
## 1618         2- B,S              few grits, intense smoke   3.00
## 1619         2- B,S                    tangy, roasty, ham   3.25
## 1620       3- B,S,C                        sweet, licoric   3.50
## 1621         2- B,S          slight grainy, roasty, spicy   3.50
## 1622       3- B,S,C             complex, fruit, nut, rich   3.75
## 1623       3- B,S,C        sour fig, cocoa, creamy, fatty   3.50
## 1624         2- B,S                coarse, smokey, citrus   3.50
## 1625         2- B,S            sticky, blackberry, acidic   3.75
## 1626       3- B,S,C              powdery, intense, floral   3.00
## 1627                           vanilla, artificial, sweet   2.50
## 1628       3- B,S,C          rough, sweet, dairy, vanilla   2.75
## 1629       3- B,S,C                 strawberry, blueberry   3.00
## 1630       3- B,S,C                           basic cocoa   3.25
## 1631       3- B,S,C                 dirty, rubbery, spicy   2.50
## 1632         2- B,S                                earthy   3.00
## 1633       3- B,S,C                  roasty, honey, sweet   3.00
## 1634         2- B,S                    dark berry, earthy   3.50
## 1635         2- B,S                   cocoa, fig, classic   3.75
## 1636       3- B,S,C      creamy, off note, rubbery, petro   2.75
## 1637       3- B,S,C     dark fruit, slight harsh molasses   3.25
## 1638         2- B,S               intense, smokey, floral   2.75
## 1639         2- B,S       overly intense, tart, red fruit   3.00
## 1640         2- B,S                    dry, nutty, fruity   3.25
## 1641         2- B,S                 unrefined, hay, sweet   2.75
## 1642         2- B,S        unrefined, bright berry, sweet   2.75
## 1643       3- B,S,C                  fatty, floral, spicy   3.25
## 1644         2- B,S                  earthy, spicy, cocoa   3.50
## 1645       3- B,S,C                     black tea, floral   3.50
## 1646                                smoke, ham, sour milk   3.25
## 1647       3- B,S,C             chalky, powdery, molasses   3.25
## 1648       3- B,S,C                       licorice, cocoa   3.50
## 1649         2- B,S   intense, floral, cocoa,long lasting   3.75
## 1650                                   spicy, smoke, sour   3.25
## 1651                               spicy, sweet, fragrant   3.50
## 1652                              spicy, fragrant, bitter   3.50
## 1653       3- B,S,C       light color, spicy, sweet, sour   3.00
## 1654       3- B,S,C                  grassy, spicy, sweet   3.50
## 1655       3- B,S,C                           sweet, rich   3.50
## 1656         2- B,S                        Fruity, Roasty   3.50
## 1657         2- B,S                 gritty, sweet, earthy   2.75
## 1658         2- B,S                 dry, earthy, atypical   2.75
## 1659         2- B,S               sweet, molasses, gritty   2.75
## 1660         2- B,S                gritty, tart, molasses   3.00
## 1661       3- B,S,C          too sweet, earthy, off notes   2.50
## 1662       3- B,S,C                  earthy, spicy, cocoa   3.00
## 1663     4- B,S,C,V                        sandy, oranges   2.50
## 1664     4- B,S,C,L          sandy, floral, spice, roasty   3.75
## 1665     4- B,S,C,L               orange, floral, caramel   3.75
## 1666     4- B,S,C,L                  coarse, sweet, minty   2.75
## 1667     4- B,S,C,L                         coarse, sweet   3.00
## 1668     4- B,S,C,L        sandy, intense, tropical fruit   3.25
## 1669       3- B,S,C         strong, rubbery, woody, sweet   2.75
## 1670       3- B,S,C                  bold, savory, creamy   3.25
## 1671                                 sandy, spicy, earthy   3.50
## 1672         2- B,S          metallic, medicinal, pungent   2.25
## 1673        2- B,S*              grassy, dirt, mild spice   2.50
## 1674         2- B,S          intense, pungent, sour fruit   2.50
## 1675       3- B,S,C                       brownie, toffee   3.50
## 1676         2- B,S             dry, sandy, sweet, acidic   3.25
## 1677   5- B,S,C,V,L         non descript, poor aftertaste   2.00
## 1678   5- B,S,C,V,L                 grassy, earthy, burnt   2.75
## 1679   5- B,S,C,V,L       pastey, complex, coffee,vanilla   3.00
## 1680   5- B,S,C,V,L             pastey, strong off flavor   1.00
## 1681   5- B,S,C,V,L               complex, intense banana   3.75
## 1682   5- B,S,C,V,L         gritty, vanilla, non-descript   2.50
## 1683         2- B,S         molasses, nut, roasty, bitter   2.25
## 1684         2- B,S                    molasses, rum, tea   2.75
## 1685         2- B,S                molasses, bright fruit   3.00
## 1686         2- B,S                molasses, malt, raisin   3.00
## 1687         2- B,S                      notes from sugar   3.00
## 1688       3- B,S,C             spicy, red fruit, raisins   2.75
## 1689       3- B,S,C                    single note, spicy   3.50
## 1690       3- B,S,C                 floral, cocoa, creamy   3.75
## 1691       3- B,S,C                  pungent, grape, sour   3.00
## 1692       3- B,S,C                 spicy, vanilla, sweet   2.75
## 1693       3- B,S,C                    sweet, melon notes   3.00
## 1694       3- B,S,C              basic cocoa, sour ending   3.00
## 1695       3- B,S,C                    sour, rubbery, off   2.75
## 1696       3- B,S,C             strong base cocoa, rubber   3.25
## 1697    4- B,S*,V,L              nutty, high roast, spice   3.00
## 1698    4- B,S*,V,L                coconut, mild metallic   3.00
## 1699    4- B,S*,V,L                   roasty, mild orange   3.25
## 1700                             sweet, candy like, dairy   3.00
## 1701                                  sweet, spicy, cocoa   3.00
## 1702         2- B,S                  fatty, honey, earthy   2.75
## 1703         2- B,S          woody, coffee,roasted cherry   3.00
## 1704         2- B,S                   sandy, strawberries   3.25
## 1705         2- B,S                  earthy, roasted nuts   2.75
## 1706         2- B,S               intense, slightly burnt   3.00
## 1707         2- B,S         fruity, sour, high astringent   3.50
## 1708         2- B,S            rich, cherry, smoke, cocoa   3.75
## 1709         2- B,S           rich, mild smoke, red fruit   3.75
## 1710       3- B,S,C      cocoa, nut, dried fruit, rubbery   3.00
## 1711       3- B,S,C                   spicy, cocoa, hammy   3.25
## 1712       3- B,S,C                  nutty, banana, cocoa   3.50
## 1713   5- B,S,C,V,L                grassy, vanilla, burnt   2.50
## 1714         2- B,S            creamy, roasty, mild grape   3.75
## 1715         2- B,S           intense grapes, sweet cocoa   3.75
## 1716       3- B,S,C                melon, earthy, tobacco   3.75
## 1717       3- B,S,C              peanut butter, raspberry   4.00
## 1718         2- B,S              smoke, sour fruit, hammy   2.75
## 1719         2- B,S              smoke, sour fruit, hammy   3.00
## 1720         2- B,S         intense, bitter, sour, smokey   3.25
## 1721         2- B,S               smokey, intense, coffee   3.50
## 1722           1- B                bitter, intense, nutty   2.75
## 1723         2- B,S                  cocoa, roasty, nutty   3.50
## 1724         2- B,S            damp woody, leather, cocoa   3.00
## 1725         2- B,S                    sour banana, muted   3.00
## 1726         2- B,S              dominant hazelnut, fudge   3.25
## 1727         2- B,S                intense tart, sourness   3.25
## 1728         2- B,S               walnut, tobacco, grassy   3.25
## 1729         2- B,S           silky smooth, cherry, cocoa   3.75
## 1730         2- B,S       complex,cranberry,malt, vanilla   3.75
## 1731           1- B        sharp fruit, intense, sl. Sour   3.00
## 1732         2- B,S          berries, burnt, rubbery, off   3.00
## 1733         2- B,S                    burnt fudge, nutty   3.25
## 1734         2- B,S       deep cocoa, cherry, slight ashy   3.25
## 1735         2- B,S          strong start, fruity, acidic   3.50
## 1736         2- B,S                      blackberry, tang   3.75
## 1737       3- B,S,C               off notes, sour, roasty   2.75
## 1738       3- B,S,C           sweet,sandy, fruit, pungent   3.00
## 1739         2- B,S           rich cocoa, one dimensional   3.50
## 1740       3- B,S,C                creamy, cherry, acidic   3.75
## 1741       3- B,S,C                   sandy, cheese, sour   2.75
## 1742       3- B,S,C                   fatty,cheese, musty   3.00
## 1743       3- B,S,C                        earthy, cheesy   3.00
## 1744       3- B,S,C           gritty, simple cocoa, burnt   3.00
## 1745   5- B,S,C,V,L          intense, medicinal, leathery   2.00
## 1746   5- B,S,C,V,L                 rubber, cocoa, bitter   2.75
## 1747   5- B,S,C,V,L       creamy, medicinal, mint, bitter   2.75
## 1748   5- B,S,C,V,L                 sticky, berry, bitter   3.00
## 1749     4- B,S,C,L        grits, strong vanilla, brownie   2.75
## 1750       3- B,S,C                      intensely smokey   3.00
## 1751       3- B,S,C              red berry, mild molasses   3.50
## 1752       3- B,S,C           sweet, dried fruit, gateway   3.75
## 1753       3- B,S,C                 intense spice, coarse   3.00
## 1754         2- B,S      sweet, tart, raisin, sour ending   3.25
## 1755         2- B,S      roast dominates,spicy,astringent   3.25
## 1756         2- B,S        sweet edge, dried fruit, lemon   3.50
## 1757       3- B,S,C                  burnt honey, rubbery   2.75
## 1758       3- B,S,C                caramel, honey, roasty   3.25
## 1759       3- B,S,C             grape, punchy, deep cocoa   3.25
## 1760       3- B,S,C               tart, green apple, rich   3.50
## 1761       3- B,S,C              sandy, ashey, mild fruit   2.75
## 1762       3- B,S,C                 sandy, roasty, fruity   2.75
## 1763       3- B,S,C                  grits, roasty, woody   2.75
## 1764       3- B,S,C            sandy, cinamon, high roast   3.00
## 1765       3- B,S,C              spicy, sweet, high roast   3.00
## 1766       3- B,S,C              fatty, bland, some spice   3.00
## 1767       3- B,S,C                   vegetable and honey   3.00
## 1768       3- B,S,C            creamy, sour banana, lemon   3.00
## 1769       3- B,S,C               rich cocoa, bread notes   3.25
## 1770       3- B,S,C                 creamy, melon, subtle   3.75
## 1771       3- B,S,C                   fatty, dates, musty   2.75
## 1772         2- B,S           creamy, mild bitter, coffee   3.25
## 1773   5- B,S,C,V,L         muddy, pastey, sweet, vanilla   3.00
## 1774   5- B,S,C,V,L                       sticky, tobacco   3.00
## 1775     4- B,S,C,L                 dry, banana, molasses   3.00
## 1776     4- B,S,C,L              sandy, molasses, brownie   3.00
## 1777                                       bitter, earthy   2.00
## 1778     4- B,S,C,L     floral, rubber, vanilla, metallic   2.75
## 1779     4- B,S,C,L          sandy, rubber, spice, floral   3.00
## 1780     4- B,S,C,L                  creamy, sweet, green   3.00
## 1781     4- B,S,C,L             sandy, green, spice, nuts   3.50
## 1782     4- B,S,C,L                   waxy, sandy, floral   3.50
## 1783     4- B,S,C,L                  spice, mostly bitter   2.75
## 1784     4- B,S,C,L          light color,complex,molasses   4.00
## 1785     4- B,S,C,L                 floral, green, tannic   3.25
## 1786     4- B,S,C,L                        savory, smokey   3.50
## 1787     4- B,S,C,L          creamy, green fruit, candied   3.75
## 1788     4- B,S,C,L                  creamy, spicy, cocoa   4.00
## 1789     4- B,S,C,L                     complex, balanced   4.00
## 1790   5- B,S,C,V,L               molasses, tart, vegetal   3.25
## 1791   5- B,S,C,V,L               vanilla, sweet, gateway   3.50
## 1792   5- B,S,C,V,L                creamy, tobacco, cocoa   3.75
## 1793         2- B,S                         vinegar, sour   2.75
## 1794         2- B,S           earthy, nutty, black pepper   2.75
## 1795         2- B,S          intense floral, slight woody   3.50
## 1796         2- B,S            red fruit, intense, bright   3.75
## 1797         2- B,S               mellow, fruity, brownie   3.75
## 1798         2- B,S                    slow, sweet, spicy   3.25
## 1799        2- B,S*                   maple, spicy, cocoa   3.25
## 1800         2- B,S               rich cocoa, dried fruit   3.50
## 1801         2- B,S                   cocoa, melon, dairy   3.75
## 1802         2- B,S                    fruity, off rubber   2.75
## 1803         2- B,S                    strawberry, savory   3.00
## 1804         2- B,S              grape, pungent, off sour   2.75
## 1805         2- B,S             creamy, burnt rubber, off   2.75
## 1806         2- B,S              sticky, bold, nutty, fig   3.50
## 1807         2- B,S                 intense spicy, floral   3.50
## 1808         2- B,S                intense, bitter, spicy   3.00
## 1809         2- B,S                harsh, tobacco, roasty   2.75
## 1810         2- B,S                 burnt caramel, coffee   3.00
## 1811         2- B,S                    fig, sour, rubbery   3.25
## 1812         2- B,S                   fruit, sour, roasty   3.25
## 1813         2- B,S                 cocoa, earthy, roasty   3.25
## 1814         2- B,S             sandy, fruit, cocoa, sour   3.50
## 1815       3- B,S,V               mild nutty, basic cocoa   3.50
## 1816         2- B,S                 gritty, woody, acidic   3.00
## 1817         2- B,S                    mild spice, grapes   3.50
## 1818         2- B,S           intense, blackberry, acidic   3.50
## 1819         2- B,S                  sour, earthy, roasty   3.25
## 1820       3- B,S,C         fatty, woody, poor aftertaste   2.75
## 1821       3- B,S,C                rubbery, buttery, soil   2.75
## 1822       3- B,S,C          nut, roasty, high astringent   3.00
## 1823     4- B,S,C,V                    gritty, sweet, off   2.50
## 1824     4- B,S,C,V                 gritty, earthy, melon   2.75
## 1825       3- B,S,C      mild tart, wine, red fruit, long   4.00
## 1826       3- B,S,C           creamy, fruit forward, rich   3.50
## 1827       3- B,S,C                         earthy, nutty   3.50
## 1828       3- B,S,C          simple red berry, rich, long   4.00
## 1829       3- B,S,C              smooth, red berry, cocoa   3.75
## 1830       3- B,S,C                 creamy, cocoa, grapes   4.00
## 1831        2- B,S*           sticky, mild citrus, earthy   2.25
## 1832        2- B,S*           coarse, sweet, tart, earthy   2.75
## 1833       3- B,S,C                 coarse, earthy, sweet   3.00
## 1834      3- B,S*,C           mild smokey, black licorice   3.00
## 1835     4- B,S,C,L         off aroma, anise, dried fruit   3.25
## 1836   5- B,S,C,V,L               red fruit, smokey, sour   3.00
## 1837   5- B,S,C,V,L               rich cocoa, marshmallow   3.75
## 1838   5- B,S,C,V,L              mild tart, long and rich   4.00
## 1839   5- B,S,C,V,L            cinamon, bitter aftertaste   3.50
## 1840   5- B,S,C,V,L                 creamy, cocoa, grassy   3.75
## 1841   5- B,S,C,V,L               rich cocoa, tart citrus   4.00
## 1842   5- B,S,C,V,L           tangy, floral, spicy, cocoa   4.00
## 1843   5- B,S,C,V,L                  smokey, floral, mild   3.00
## 1844   5- B,S,C,V,L          bland, subtle dairy, burning   3.00
## 1845   5- B,S,C,V,L         strong vanilla, nutty, spicey   3.00
## 1846   5- B,S,C,V,L                 bitter, coffee, cocoa   3.00
## 1847   5- B,S,C,V,L           berry notes with sweet edge   3.25
## 1848   5- B,S,C,V,L                chunky, rich and spicy   3.75
## 1849   5- B,S,C,V,L                     mild fruit, woody   3.25
## 1850     4- B,S,C,L           powdery, roasty, off flavor   3.00
## 1851     4- B,S,C,L                rich cocoa, off flavor   3.00
## 1852     4- B,S,C,L                  fruity, rich, grassy   3.50
## 1853       3- B,S,C           swiss miss, pistachio, rich   3.00
## 1854       3- B,S,C            sweet, cream, cherry, rich   3.50
## 1855       3- B,S,C                 creamy, fruity, mocha   3.50
## 1856     4- B,S,V,L                 banana, earthy ending   2.50
## 1857         2- B,S              intense smoke, medicinal   2.50
## 1858         2- B,S          intense, dried fruit, roasty   3.25
## 1859         2- B,S                   tobacco, woody, rum   3.25
## 1860         2- B,S              intense, floral, leather   3.50
## 1861       3- B,S,C          coarse, earthy, metal, sweet   2.50
## 1862         2- B,S          dry, sandy, earthy, leathery   2.75
## 1863       3- B,S,C                metal, earthy, pungent   2.75
## 1864       3- B,S,C               metal, molasses, roasty   2.75
## 1865         2- B,S            chunky, dairy, nutty, rich   3.25
## 1866       3- B,S,C            sandy, dried fruit, earthy   3.00
## 1867       3- B,S,C       slightly bitter, earthy, fruity   3.00
## 1868       3- B,S,C                 raisins, grapes, tart   3.25
## 1869       3- B,S,C            molasses, banana, chemical   2.50
## 1870       3- B,S,C              dry, red berry, off note   2.75
## 1871       3- B,S,C          sweet, spoiled milk, vegetal   2.75
## 1872       3- B,S,C            tart with woody undertones   3.00
## 1873       3- B,S,C        extra sweet, nutty, deep cocoa   3.00
## 1874         2- B,S       bright red fruit,smoke,powerful   3.75
## 1875         2- B,S                        grassy, earthy   2.75
## 1876         2- B,S                    fudgey, mild smoke   3.00
## 1877         2- B,S       grass,chewy,nibs add bitterness   3.50
## 1878         2- B,S                         mint, candied   3.50
## 1879         2- B,S             mildy nutty, cocoa, spice   3.75
## 1880         2- B,S                  dense, rich, nuanced   3.75
## 1881         2- B,S            marshmallow, distinquished   4.00
## 1882         2- B,S     light cocoa, dairy,faint cinnamon   3.75
## 1883         2- B,S             anise, cocoa, dried fruit   3.75
## 1884     4- B,S,C,L           smoke dominates, mild fruit   3.00
## 1885     4- B,S,C,L             earthy, tobacco, mushroom   3.00
## 1886     4- B,S,C,L                  sandy, roasty, cocoa   3.00
## 1887     4- B,S,C,L                  creamy, fatty, burnt   3.00
## 1888     4- B,S,C,L                    tart, fruit, cocoa   3.50
## 1889     4- B,S,C,L                         creamy, spicy   3.75
## 1890     4- B,S,C,L                 vegetal, fruit, smoke   3.75
## 1891     4- B,S,C,L              large nibs, spicy, cocoa   4.00
## 1892     4- B,S,C,L                           sandy, sour   2.00
## 1893         2- B,C      fatty, mild fruit, bitter, smoke   3.00
## 1894     4- B,S,C,L                 complex, herbal, sour   3.50
## 1895     4- B,S,C,L            creamy, burnt,ashey, lemon   2.00
## 1896     4- B,S,C,L                nutty, red berry, rich   3.50
## 1897     4- B,S,C,L              burnt nuts, subtle fruit   3.25
## 1898       3- B,S,C         subdued, floral, nutty, fatty   3.25
## 1899     4- B,S,C,L          complex, smoke, intense, ham   3.00
## 1900     4- B,S,C,L            fruit, woody, ashey, fatty   3.00
## 1901     4- B,S,C,L       roasty, black licorice, rubbery   3.00
## 1902     4- B,S,C,L       high acidity,roasty,sour,chalky   3.00
## 1903     4- B,S,C,L          sandy, coffee, sweet, roasty   3.00
## 1904     4- B,S,C,L         tobacco,deep cocoa, sl. burnt   3.25
## 1905     4- B,S,C,L             rich cocoa, fatty, roasty   3.25
## 1906     4- B,S,C,L         deep cocoa, fatty, mild ashey   3.50
## 1907     4- B,S,C,L                          spicy, cocoa   3.50
## 1908     4- B,S,C,L                   dried fruit, floral   3.50
## 1909        2- B,S*          sour palm, rich cocoa, fruit   3.25
## 1910        2- B,S*               molasses, coffee, cocoa   3.25
## 1911         2- B,S                fruit, tart, fertilzer   2.75
## 1912       3- B,S,C                  nutty, fuel, intense   2.75
## 1913       3- B,S,C       floral, slightly burnt, intense   2.75
## 1914       3- B,S,C              perfume, roasted caramel   3.00
## 1915       3- B,S,C                 long, mellow, buttery   3.25
## 1916       3- B,S,C                chunky, earthy, rubber   2.75
## 1917       3- B,S,C               dark berry, mild floral   3.50
## 1918       3- B,S,C          dairy, butterscotch, caramel   3.50
## 1919       3- B,S,C             floral, grain, deep cocoa   3.50
## 1920         2- B,S              sticky, mild, hay, honey   3.75
## 1921       3- B,S,C                       dominant savory   3.25
## 1922     4- B,S,C,L                fatty, vanilla, orange   2.75
## 1923     4- B,S,C,L              few grits, strong floral   3.25
## 1924     4- B,S,C,L                         intense smoke   3.25
## 1925     4- B,S,C,L          intense, fig, roasty, citrus   3.50
## 1926     4- B,S,C,L                      spice, sunflower   3.50
## 1927     4- B,S,C,L                peanut, soy, sunflower   3.75
## 1928       3- B,S,C                 sweet, intense banana   3.00
## 1929       3- B,S,C              muted, banana, hot cocoa   3.25
## 1930       3- B,S,C               creamy, too sweet, sour   2.75
## 1931       3- B,S,C        sticky, intense, roasty, fruit   3.25
## 1932       3- B,S,C                 tannic, fruity, cocoa   3.25
## 1933       3- B,S,C           mild bitter, banana, citrus   3.50
## 1934       3- B,S,C                       pungent, grapes   3.00
## 1935       3- B,S,C             bold, nutty, floral, wine   3.75
## 1936       3- B,S,C             intense plum, harsh woody   3.50
## 1937       3- B,S,C                      grapes and honey   4.00
## 1938       3- B,S,C         bold, fig w/ floral undertone   3.75
## 1939       3- B,S,C                 gritty, waxy, leather   2.75
## 1940       3- B,S,C            waxy, gritty, spicy, hammy   3.00
## 1941       3- B,S,C          creamy, pasty, bitter, cocoa   3.50
## 1942       3- B,S,C               gritty, sticky, candied   3.25
## 1943       3- B,S,C                refined, honey, rubber   2.75
## 1944       3- B,S,C                pungent, green, citrus   3.00
## 1945       3- B,S,C                                 green   3.25
## 1946       3- B,S,C                           basic cocoa   3.50
## 1947   5- B,S,C,V,L                   Easter candy, burnt   2.75
## 1948                        slightly dry and super spicey   3.00
## 1949         2- B,S                 oily, intense vinegar   2.50
## 1950         2- B,S                         fruity, melon   3.25
## 1951         2- B,S           dried fruit, raisins, nutty   3.50
## 1952         2- B,S             fruit, yogurt, astringent   3.25
## 1953       3- B,S,C                          fatty, cocoa   3.25
## 1954       3- B,S,C          floral, malt, high astringcy   3.50
## 1955       3- B,S,C                creamy, complex, maple   3.75
## 1956       3- B,S,C                        dominant spice   3.75
## 1957       3- B,S,C          floral, roasted cacao, dirty   3.50
## 1958       3- B,S,C         grassy, earthy, roasty, dirty   3.50
## 1959       3- B,S,C            gateway, nutty, rich cocoa   3.50
## 1960                               smooth, green, vegetal   2.50
## 1961     4- B,S,C,L             cinamon, hazelnut, roasty   3.00
## 1962     4- B,S,C,L                creamy, caramel, dairy   3.50
## 1963     4- B,S,C,L            vanilla, dark roast, spicy   3.75
## 1964     4- B,S,C,L           strong rubber, off chemical   2.50
## 1965     4- B,S,C,L           strong spicey, earthy green   3.25
## 1966         2- B,S          dark berry, woody,astringent   3.50
## 1967         2- B,S      dried fruit, nut, bitter, roasty   3.25
## 1968         2- B,S                   orange, heavy roast   3.50
## 1969         2- B,S           dark berry, tropical, nutty   4.00
## 1970         2- B,S                intense, roasty, spice   3.00
## 1971         2- B,S                     thick, slow, pure   3.75
## 1972         2- B,S           mild bitter, woody, bourbon   3.50
## 1973         2- B,S                         sticky, woody   3.50
## 1974         2- B,S             floral, bourbon, balanced   3.75
## 1975       3- B,S,C            smooth, coffee, rich cocoa   3.75
## 1976         2- B,S            complex, honey, fruit, nut   3.50
## 1977         2- B,S             rich brownie, dried fruit   3.50
## 1978       3- B,S,C                    tart fruit, roasty   3.50
## 1979       3- B,S,C                    muted, heavy roast   3.00
## 1980       3- B,S,C                 fatty, rubbery, nutty   2.50
## 1981       3- B,S,C                   fatty, rubbery, off   2.50
## 1982         2- B,S                  dried fruit, intense   3.25
## 1983         2- B,S             fatty, honey, slight sour   3.25
## 1984         2- B,S               roasty, coffee, intense   3.25
## 1985   5- B,S,C,V,L                     rich cocoa, nutty   3.25
## 1986     4- B,S,C,L               basic cocoa, large nibs   3.25
## 1987                                   earthy, mild nutty   3.50
## 1988         2- B,S          nutty, earthy, mild off note   2.75
## 1989         2- B,S             sandy, heavy roast, woody   2.75
## 1990         2- B,S                 raisins, sour, roasty   3.00
## 1991         2- B,S                    dry, honey, roasty   3.00
## 1992         2- B,S                    mint, sweet spices   3.50
## 1993         2- B,S         smooth,intense,fruit, complex   3.75
## 1994         2- B,S            rich brownie, roasty, sour   3.00
## 1995         2- B,S                floral, bourbon, mocha   3.75
## 1996         2- B,S           creamy, heavy roast, citrus   3.50
## 1997         2- B,S                sticky, earthy, smokey   3.50
## 1998         2- B,S            intense, dark berry, spice   3.75
## 1999         2- B,S          smooth, banana, tart, roasty   4.00
## 2000         2- B,S            red fruit, intense, earthy   3.75
## 2001         2- B,S             roasty, dried fruit, sour   3.25
## 2002         2- B,S             deep, rich, nutty, roasty   3.75
## 2003         2- B,S                  robust, tart, roasty   3.75
## 2004       3- B,S,C              intense, burnt, chemical   2.50
## 2005       3- B,S,C            smokey, nutty, fat residue   2.75
## 2006       3- B,S,C                 fatty, roasty, coffee   3.50
## 2007       3- B,S,C                   uneven melt, cashew   3.50
## 2008       3- B,S,C            fatty, burnt, nut, vegetal   2.25
## 2009       3- B,S,C               fatty, chemical, roasty   2.50
## 2010       3- B,S,C         buttery, sour tang, off notes   2.50
## 2011       3- B,S,C               nuts, chocolate, mellow   3.75
## 2012       3- B,S,C               blackberry, mild floral   3.75
## 2013      3- B,S*,C              off note, vegetal, nibby   2.75
## 2014       3- B,S,C                     cocoa base, spice   3.00
## 2015       3- B,S,C           complex, coarse, astringent   3.50
## 2016         2- B,S        mild smoke, tart, spice, harsh   2.75
## 2017         2- B,S     clean, pure cocoa, cherry, gritty   3.50
## 2018                         sticky, intense, very bitter   1.50
## 2019                             fudgey, astringent, sour   3.00
## 2020                       sandy, subtle fruit then cocoa   3.50
## 2021                                  fatty, cocoa, nutty   3.50
## 2022                                  sandy, sweet, spice   3.50
## 2023    4- B,S*,C,V                 grassy, strong bitter   2.75
## 2024    4- B,S*,C,V                         grassy, maple   3.25
## 2025     4- B,S,C,L                 creamy, vanilla, rich   3.50
## 2026     4- B,S,C,L                  nutty, spicy, floral   3.50
## 2027     4- B,S,C,L                    nutty, basic cocoa   3.50
## 2028     4- B,S,C,L                        floral, spicey   3.50
## 2029     4- B,S,C,L             few grits, basic, gateway   3.25
## 2030   5- B,S,C,V,L                 too sweet, candy-like   2.00
## 2031   5- B,S,C,V,L            sweet, cherry, marshmallow   3.00
## 2032   5- B,S,C,V,L           rustic, cherry, marshmallow   3.75
## 2033       3- B,S,L         roasty,rich cocoa,marshmallow   2.75
## 2034   5- B,S,C,V,L                    sweet, marshmallow   3.00
## 2035   5- B,S,C,V,L                      perfume, vanilla   2.75
## 2036   5- B,S,C,V,L          dry, bitter, poor aftertaste   2.00
## 2037   5- B,S,C,V,L                 fruity, smokey, burnt   2.00
## 2038   5- B,S,C,V,L         fresh nibs,chocolate base off   2.00
## 2039   5- B,S,C,V,L                 tobacco, sweet, dairy   3.00
## 2040   5- B,S,C,V,L                   cherry, mild bitter   3.50
## 2041   5- B,S,C,V,L                 strong smokey tobacco   3.00
## 2042   5- B,S,C,V,L                     sweet, base cocoa   3.00
## 2043   5- B,S,C,V,L             smooth,complex,cocoa base   3.00
## 2044   5- B,S,C,V,L             complex, strawberry, tart   3.75
## 2045   5- B,S,C,V,L           grassy, black pepper, smoke   3.00
## 2046   5- B,S,C,V,L                  smooth, tart, earthy   3.75
## 2047   5- B,S,C,V,L          creamy, grassy, banana, tart   3.75
## 2048   5- B,S,C,V,L          simple, delicate cocoa, long   4.00
## 2049   5- B,S,C,V,L                 smooth, grassy, minty   3.50
## 2050   5- B,S,C,V,L          clingy,subtle, tangy, citrus   3.75
## 2051   5- B,S,C,V,L                cherry,wine,rich,smoke   3.75
## 2052     4- B,S,C,L           banana, pear, spice, cheese   4.00
## 2053         2- B,S               rustic, vegetal, earthy   2.75
## 2054         2- B,S            off, sweet, orange, rubber   2.75
## 2055         2- B,S             dry, earthy, surface mark   2.75
## 2056         2- B,S            earthy, mild fruit, sticky   3.00
## 2057         2- B,S                 sticky, cherry, cocoa   3.25
## 2058         2- B,S                  sharp, raw, metallic   2.75
## 2059         2- B,S                 cocoa, roasty, sticky   3.50
## 2060         2- B,S        sl roasty, woody, melon, spicy   3.25
## 2061         2- B,S                    orange, fig, cocoa   3.50
## 2062         2- B,S            blueberry & cocoa dominate   3.50
## 2063         2- B,S       sticky, dark berry, roasty edge   3.50
## 2064       3- B,S,C              spicy, rich cocoa, sweet   3.00
## 2065       3- B,S,C              black pepper, astringent   3.00
## 2066       3- B,S,C                     full cocoa flavor   3.50
## 2067         2- B,S                         coffee, nutty   3.00
## 2068         2- B,S                     fruity, blueberry   3.25
## 2069         2- B,S              smoked ham, tangy, berry   2.75
## 2070         2- B,S            sticky, dried fruit, smoke   3.25
## 2071         2- B,S            chewy, smoke, fruit, cocoa   3.50
## 2072         2- B,S                  grapes, tangy, cocoa   3.50
## 2073     4- B,S,C,V             sticky, earthy, medicinal   2.00
## 2074     4- B,S,C,V             perfume, floral, chemical   2.50
## 2075       3- B,S,C         strong spice, perfume, roasty   3.50
## 2076       3- B,S,C               earthy, roasty, vegetal   3.25
## 2077       3- B,S,C                 gritty, fatty, coffee   3.25
## 2078       3- B,S,C            gritty, bold, black pepper   3.50
## 2079                                sandy, sweet, vanilla   2.50
## 2080    4- B,S,C,Sa                   fatty, cocoa, spicy   3.00
## 2081    4- B,S,C,Sa                 fatty, salty, caramel   3.00
## 2082    4- B,S,C,Sa                          nutty, salty   3.25
## 2083    4- B,S,C,Sa                   fatty, sweet, salty   3.25
## 2084       3- B,S,C                      tart, sweet edge   3.75
## 2085       3- B,S,C             intense fruity, mild sour   3.75
## 2086       3- B,S,C        intense, rich, burnt, licorice   3.75
## 2087           1- B                  creamy, tart, bitter   3.00
## 2088           1- B               floral, bourbon, bitter   3.00
## 2089         2- B,S           waxy, earthy, cocoa, roasty   3.00
## 2090        2- B,S*                     waxy, maple, flat   3.25
## 2091         2- B,S            oily, medium roasted cocoa   3.25
## 2092         2- B,S               sticky, raisins, fudgey   3.50
## 2093         2- B,S                  basic cocoa, gateway   3.50
## 2094         2- B,S                     rich cocoa, spicy   3.75
## 2095         2- B,S           caramel, anise, dried fruit   3.75
## 2096       3- B,S,C        bland, sour, lacks development   3.00
## 2097       3- B,S,C       butterscotch, slight burnt note   3.25
## 2098     4- B,S,C,V           sweet, vanilla, cocoa, mold   2.75
## 2099       3- B,S,C           mild, nutty, vanilla, cocoa   3.00
## 2100       3- B,S,C              floral, intense, pungent   2.75
## 2101       3- B,S,C            light brown, grits, floral   3.00
## 2102       3- B,S,C              few grits, sweet, orange   3.25
## 2103       3- B,S,C           few grits, bold, dark berry   3.50
## 2104       3- B,S,C              smokey, tart, astringent   3.50
## 2105       3- B,S,C                bold cherry, rich cooa   3.75
## 2106       3- B,S,C          cigar, tobacco, grass, spice   3.75
## 2107       3- B,S,C            mild cacao and fruit notes   3.75
## 2108       3- B,S,C             creamy, pistachio, floral   4.00
## 2109       3- B,S,C            creamy, molasses, off note   3.00
## 2110       3- B,S,C                  gummy, fatty, earthy   3.25
## 2111       3- B,S,C                  creamy, fruit, cocoa   3.75
## 2112       3- B,S,C                    apple, mild cherry   3.75
## 2113       3- B,S,C               delicate, smooth, dairy   3.75
## 2114       3- B,S,C            ligt color, creamy, peanut   4.00
## 2115       3- B,S,C                    cherry, rich choco   3.50
## 2116       3- B,S,C                complex, earthy, melon   3.50
## 2117       3- B,S,C                    mild cocoa, fruity   3.00
## 2118       3- B,S,C            fudgey then spicy, vanilla   3.25
## 2119       3- B,S,C              perfume, strong chemical   1.50
## 2120      3- B,S*,C                    nuts, fruit, cocoa   3.25
## 2121       3- B,S,C                         grassy, hammy   2.75
## 2122         2- B,S                  tangy, sour, intense   3.00
## 2123         2- B,S       intense, simple, floral, earthy   3.50
## 2124         2- B,S                 sticky, hammy, bitter   2.75
## 2125         2- B,S                sticky, sandy, pungent   2.75
## 2126       3- B,S,C       intense, dirty,floral,medicinal   2.50
## 2127         2- B,S                  sweet, roasty, spicy   3.25
## 2128         2- B,S            spicy, roasted, fresh nibs   3.25
## 2129         2- B,S                   dry, molasses, sour   3.00
## 2130         2- B,S               dairy, cheese, molasses   3.00
## 2131         2- B,S              intense, leathery, cocoa   3.25
## 2132       3- B,S,C                 molasses, grape, sour   3.25
## 2133       3- B,S,C                  creamy, nutty, cocoa   3.50
## 2134       3- B,S,C             molasses, licorice, muted   3.00
## 2135       3- B,S,C               sticky, strong molasses   3.25
## 2136       3- B,S,C             molasses undertone, tangy   3.25
## 2137       3- B,S,C         molasses, raisins, astringent   3.50
## 2138       3- B,S,C    sticky, few grits, mild fruit,sour   3.00
## 2139       3- B,S,C                slow to develop, nutty   3.00
## 2140       3- B,S,C                earthy, woody, vegetal   3.50
## 2141       3- B,S,C              smokey, mushroom, woodsy   3.50
## 2142       3- B,S,C             subtle red berry, complex   3.75
## 2143       3- B,S,C                             black tea   3.75
## 2144       3- B,S,C      complex, nut, dried fruit, earth   3.75
## 2145       3- B,S,C         super temper,astringent, burn   2.75
## 2146       3- B,S,C            earthy, mild tannic, woody   3.50
## 2147       3- B,S,C                strawberry, green mint   3.50
## 2148       3- B,S,C                     dried fruit, tart   3.75
## 2149       3- B,S,C              strawberry, cocoa, nutty   4.00
## 2150       3- B,S,C           complex,spice,caramel,cocoa   4.00
## 2151       3- B,S,C                uneven, grassy, roasty   3.25
## 2152       3- B,S,C             sandy, earthy, tangy wine   3.50
## 2153       3- B,S,C            smoke,tobacco,black pepper   3.50
## 2154       3- B,S,C         mild smoke, fruit, mild burnt   3.50
## 2155       3- B,S,C                    cranberries, cocoa   3.75
## 2156       3- B,S,C           intense, rich burnt caramel   3.75
## 2157       3- B,S,C                 creamy, raisin, lemon   4.00
## 2158       3- B,S,C               creamy, complex, peanut   4.00
## 2159       3- B,S,C         creamy, medicinal, mild fruit   2.75
## 2160       3- B,S,C            creamy, smokey, some fruit   3.25
## 2161       3- B,S,C             grassy, dairy, mild fatty   3.25
## 2162       3- B,S,C                 creamy, nutty, roasty   3.25
## 2163       3- B,S,C          smoke, burnt caramel, citrus   3.75
## 2164       3- B,S,C           creamy, brownie mix, roasty   3.75
## 2165       3- B,S,C            nutty, chocolate ice cream   3.75
## 2166       3- B,S,C           pronounced berry,mild smoke   4.00
## 2167       3- B,S,C         delicate, nutty, cocoa, dairy   4.00
## 2168       3- B,S,C           roasted nuts, burnt brownie   4.00
## 2169       3- B,S,C                  floral, berry, clove   4.00
## 2170       3- B,S,C                         spicy, woodsy   3.25
## 2171       3- B,S,C                       tart, mild sour   3.25
## 2172       3- B,S,C           basic chocolate, accessible   3.50
## 2173       3- B,S,C                robust, nutty, brownie   3.50
## 2174       3- B,S,C                   creamy, sour orange   3.75
## 2175       3- B,S,C            creamy, smokey, rich cocoa   3.75
## 2176       3- B,S,C             roasted nuts, dried fruit   3.50
## 2177       3- B,S,C            balanced, nuts, strawberry   4.00
## 2178       3- B,S,C           nutty, banana, harsh ending   3.25
## 2179       3- B,S,C             creamy, sweet, deep choco   3.50
## 2180       3- B,S,C            robust dark tropical fruit   3.50
## 2181       3- B,S,C           creamy, diluted, mild choco   3.50
## 2182       3- B,S,C        evolves black pepper to citrus   3.75
## 2183       3- B,S,C                         banana, nutty   3.75
## 2184       3- B,S,C             creamy, honey, blackberry   4.00
## 2185       3- B,S,C                 creamy, roasty, woody   3.25
## 2186       3- B,S,C            creamy, honey, marshmallow   4.00
## 2187       3- B,S,C              sweet edge, lemon, muted   3.00
## 2188       3- B,S,C              creamy, acidic, balanced   4.00
## 2189       3- B,S,C                          nutty, cocoa   4.00
## 2190     4- B,S,C,V              sweet, cocoa, candy like   3.25
## 2191       3- B,S,C       red fruit, peanut butter, cocoa   3.50
## 2192       3- B,S,C               spice, sour malt, woody   3.50
## 2193       3- B,S,C            cinamon, nutmeg, hot cocoa   4.00
## 2194         2- B,S          earthy, dried fruit, complex   3.25
## 2195         2- B,S        intense, tannic, choco, earthy   3.50
## 2196         2- B,S               few grits, sweet, cocoa   3.25
## 2197         2- B,S                   dry, floral, earthy   3.25
## 2198         2- B,S            sandy, smokey, fruit, sour   3.25
## 2199         2- B,S                     tart, sour, basic   3.50
## 2200         2- B,S                   dry, earthy, roasty   3.50
## 2201         2- B,S           sticky, mild fruit, brownie   3.50
## 2202     4- B,S,C,V                   oily, floral, dairy   3.00
## 2203     4- B,S,C,V               fatty, muted strawberry   3.00
## 2204     4- B,S,C,V                          oily, floral   3.25
## 2205       3- B,S,C              bready, sour milk, fatty   2.75
## 2206       3- B,S,C                     spicy, chocolatey   3.50
## 2207       3- B,S,C                         floral, sandy   3.75
## 2208       3- B,S,C           powdery, cherry, astringent   3.75
## 2209       3- B,S,C          floral, earthy, burnt rubber   2.75
## 2210       3- B,S,C                    floral, astringent   3.50
## 2211       3- B,S,C           sandy, robust, grapes, malt   3.75
## 2212         2- B,S          strong roast, tart raspberry   3.25
## 2213         2- B,S          plum, roasty undertone, sour   3.50
## 2214         2- B,S           dairy, cocoa, well balanced   3.50
## 2215     4- B,S,C,L           fatty, mild fruit, off note   3.00
## 2216       3- B,S,L       gritty,intense coffee, metallic   2.25
## 2217       3- B,S,L         unrefined, sweet, mild coffee   3.00
## 2218    4- B,S*,C,V                 coconut, mild vanilla   3.00
## 2219    4- B,S*,C,V             coconut, cocoa, few grits   3.00
## 2220    4- B,S*,C,V       dried fruit, coconut, few grits   3.00
## 2221    4- B,S*,C,V             brownie, few grits, sandy   3.00
## 2222    4- B,S*,C,V                    red fruit, coconut   3.00
## 2223     4- B,S,C,V      peanut butter,vanilla,artificial   3.25
## 2224     4- B,S,C,V                creamy, vanilla, moldy   2.75
## 2225       3- B,S,C                floral, hints of fruit   3.50
## 2226       3- B,S,C          oily surface, floral, earthy   3.50
## 2227       3- B,S,C              fatty, rubber, off notes   2.50
## 2228     4- B,S,C,V                        vanilla, sweet   2.50
## 2229     4- B,S,C,V                dry, sweet, vanilla(n)   2.50
## 2230     4- B,S,C,V                         bland, earthy   2.75
## 2231         2- B,S            molasses, sour, astringent   2.75
## 2232         2- B,S             intense, rich, dark berry   3.25
## 2233   5- B,S,C,V,L                 sandy, sweet, vanilla   2.50
## 2234   5- B,S,C,V,L              powdery, vanilla, earthy   3.00
## 2235       3- B,S,C       sticy, nutty, roasty, off notes   2.75
## 2236       3- B,S,C          sticky, sweet, nutty, roasty   3.00
## 2237         2- B,S                    ham, sour, intense   2.75
## 2238         2- B,S                   fruit, burnt, harsh   2.75
## 2239       3- B,S,C                  overly roasty, spicy   3.00
## 2240       3- B,S,C                 earthy, roasty, hammy   3.00
## 2241       3- B,S,C                          melon, mocha   3.50
## 2242       3- B,S,C              herbal, tea, dried fruit   3.75
## 2243   5- B,S,C,V,L               pungent, molasses, sour   2.50
## 2244       3- B,S,C                fatty, sour, off notes   2.75
## 2245   5- B,S,C,V,L                       buttery, cheesy   3.00
## 2246   5- B,S,C,V,L                     cardboard, cheesy   3.00
## 2247   5- B,S,C,V,L            acidic, cocoa, dried fruit   3.25
## 2248       3- B,S,C              dried fig, earthy, dirty   3.00
## 2249       3- B,S,C         burnt black licorice, intense   3.25
## 2250       3- B,S,C                     savory lemon, ham   3.25
## 2251       3- B,S,C               rustic, sugar dominates   3.00
## 2252       3- B,S,C         rustic, large unground pieces   3.25
## 2253       3- B,S,C                  rustic, bright fruit   3.25
## 2254       3- B,S,C                          sweet, spicy   3.75
## 2255       3- B,S,C                  sour milk, hot cocoa   3.25
## 2256       3- B,S,C            light color, sandy, fruity   3.50
## 2257       3- B,S,C             dark color, sandy, fruity   3.50
## 2258       3- B,S,C           sandy, earthy, spice, nutty   3.50
## 2259       3- B,S,C                         sandy, banana   3.75
## 2260       3- B,S,C                  sweet, brownie, sour   3.25
## 2261       3- B,S,C                 rustic, spicy, earthy   3.25
## 2262       3- B,S,C                    sour orange, fatty   3.25
## 2263       3- B,S,C                   smokey, mild citrus   3.25
## 2264       3- B,S,C                   rustic, earthy, tea   3.50
## 2265       3- B,S,C                coarse, spicy cinnamon   3.75
## 2266     4- B,S,C,V                 vanilla, fuel, earthy   2.50
## 2267     4- B,S,C,V     licorice, dried fruit, burnt fuel   2.75
## 2268     4- B,S,C,V                 oily, cardboard, sour   2.75
## 2269     4- B,S,C,V         vanilla, fatty, vegetal, mint   3.00
## 2270     4- B,S,C,L               intense, grassy, smokey   2.75
## 2271   5- B,S,C,V,L              flat, smoke, marshmallow   3.00
## 2272   5- B,S,C,V,L                    creamy, smoke, ham   3.25
## 2273   5- B,S,C,V,L              vanilla, butter, caramel   3.25
## 2274       3- B,S,C          cocoa,sweet,fatty, cardboard   2.75
## 2275       3- B,S,C          intense cocoa, fatty, sticky   3.00
## 2276         2- B,S                   earthy, floral, dry   3.25
## 2277     4- B,S,C,V                        vanilla, fatty   3.00
## 2278       3- B,S,C          blackberry, dirt, high roast   3.25
## 2279       3- B,S,C                                   fig   4.00
## 2280     4- B,S,C,V                  berry, spices, smoke   3.00
## 2281       3- B,S,C             nutty, off, roasty, fatty   3.00
## 2282       3- B,S,C            nutty, fruit, sour, floral   3.25
## 2283       3- B,S,C                 earthy, fatty, gritty   2.75
## 2284       3- B,S,C             sandy, sour banana, sweet   3.00
## 2285       3- B,S,C                 rustic, sweet, earthy   2.75
## 2286       3- B,S,C           grainy, blueberries, bitter   3.25
## 2287       3- B,S,C               coarse, watering, sweet   3.00
## 2288   5- B,S,C,V,L       gritty,sweet,swiss miss,vanilla   2.50
## 2289   5- B,S,C,V,L               tangy, off, musty, sour   2.50
## 2290   5- B,S,C,V,L                      dry, musty, flat   2.50
## 2291   5- B,S,C,V,L              dry, red berry, off note   2.75
## 2292   5- B,S,C,V,L                tea, sweet, astringent   2.75
## 2293   5- B,S,C,V,L                     nutty, candy-like   3.00
## 2294                                spicy, ginger, bitter   3.25
## 2295   5- B,S,C,V,L          strong vanilla, sweet, fatty   2.00
## 2296     4- B,S,C,V              perfume, chemical, soapy   2.00
## 2297     4- B,S,C,V                   molasses, off notes   2.75
## 2298       3- B,S,C           candy,peanut butter,caramel   2.75
## 2299       3- B,S,C             flat, cardboard, metallic   2.75
## 2300     4- B,S,C,V              molasses, caramel, spice   3.00
## 2301     4- B,S,C,V             molasses, caramel, fruity   3.00
## 2302       3- B,S,C                       sticky, caramel   3.00
## 2303     4- B,S,C,V                 earthy, savory, hammy   3.00
## 2304     4- B,S,C,V                 gritty, rum, molasses   3.25
## 2305       3- B,S,C               molasses, fruit, floral   3.25
## 2306       3- B,S,C                     molasses, caramel   3.25
## 2307       3- B,S,C                    green apple, sweet   3.25
## 2308     4- B,S,C,V                     molasses, caramel   3.50
## 2309       3- B,S,C               honey, pepper, charcoal   3.50
## 2310         2- B,S          intense, mild coffee and rum   3.25
## 2311         2- B,S           sweet, rich, tannic, fruity   3.75
## 2312         2- B,S                creamy, almond, butter   3.75
## 2313         2- B,S          spicy, black pepper, intense   2.75
## 2314         2- B,S               floral, earthy, bourbon   3.25
## 2315       3- B,S,C             spicy, black pepper, bold   3.50
## 2316         2- B,S            nutty, raspberry, metallic   3.75
## 2317         2- B,S               bright fruit, mild sour   3.75
## 2318       3- B,S,C             walnuts, cocoa, easy melt   3.75
## 2319       3- B,S,C                        harsh, tobacco   2.75
## 2320       3- B,S,C       berries, licorice, cocoa,bitter   3.00
## 2321       3- B,S,C                 muted, roasted banana   3.25
## 2322       3- B,S,C                 sandy, sweet, raisins   3.00
## 2323         2- B,S          dry, very bland, mild bitter   2.00
## 2324     4- B,S,C,V      dry, gritty, hint of fruit, sour   2.50
## 2325     4- B,S,C,V            dry, slightly tart, bitter   3.00
## 2326       3- B,S,C                  sandy, sweet, fruity   3.00
## 2327       3- B,S,C               sandy, sweet, blueberry   3.50
## 2328     4- B,S,C,V                 sweet, vanilla, cocoa   3.25
## 2329         2- B,S              peanut butter, sour milk   3.25
## 2330         2- B,S                    pure, bold, floral   3.50
## 2331       3- B,S,L                       floral, vegetal   3.00
## 2332       3- B,S,L                    spicy, marshmallow   3.25
## 2333       3- B,S,C                  bright fruit, cashew   3.75
## 2334         2- B,S               bland, mild honey, sour   2.75
## 2335       3- B,S,C     strong floral, oily, bold, grassy   3.25
## 2336         2- B,S              waxy, mild fruit, floral   3.25
## 2337                                 smooth, wild berries   4.00
## 2338       3- B,S,C                  peanut butter, soapy   2.75
## 2339       3- B,S,C                pronounced fruit, sour   3.00
## 2340       3- B,S,C                          sandy, sweet   3.00
## 2341       3- B,S,C                  metallic, astringent   2.75
## 2342       3- B,S,C                   spicy, cocoa, sweet   3.00
## 2343       3- B,S,C                        honey, caramel   3.50
## 2344       3- B,S,C                    dull, chewy, sweet   2.75
## 2345         2- B,S                         nutty, floral   3.50
## 2346         2- B,S                 baked, roasty, coffee   3.00
## 2347      3- B,S*,C            sandy, strawberry, coconut   2.75
## 2348      3- B,S*,C           heavy roast, black licorice   3.25
## 2349         2- B,S           high acidity, toffee, spicy   3.25
## 2350         2- B,S          dominating roast, deep cocoa   3.25
## 2351         2- B,S     bright fruit, heavy roast, smooth   3.75
## 2352         2- B,S       sticky, butterscotch, sl. Hammy   3.25
## 2353       3- B,S,C              powdery, complex, rubber   3.00
## 2354       3- B,S,C          sweet, pungent grape, acidic   3.50
## 2355         2- B,S             tart, sweet, sour, savory   2.75
## 2356         2- B,S               woody, sweet, unrefined   2.75
## 2357         2- B,S             very sandy, spicey, sweet   3.00
## 2358                                    cocoa, mild fruit   3.50
## 2359         2- B,S             roasty, woody, rubber off   2.75
## 2360         2- B,S        roasty, bitter, caramel, dairy   2.50
## 2361         2- B,S        roasty, sligt burnt, red fruit   3.25
## 2362         2- B,S                    intense, red berry   3.50
## 2363         2- B,S                 spicy, sour, off note   2.75
## 2364         2- B,S                       intense, floral   3.50
## 2365         2- B,S                    dry, floral, woody   3.25
## 2366       3- B,S,C                  coarse, sweet, lemon   3.00
## 2367                                       spicy and rich   3.75
## 2368         2- B,S                 dry, coarse, hay, off   2.75
## 2369         2- B,S            dry, coarse, sweet, earthy   3.00
## 2370         2- B,S                     dry, coarse, sour   3.25
## 2371         2- B,S           creamy, woody,green, rubber   2.75
## 2372         2- B,S               tart, tangy, mild cocoa   3.00
## 2373         2- B,S                   sweet, acidic, tart   3.00
## 2374         2- B,S                   sandy, sweet, peach   3.25
## 2375     4- B,S,C,V           intense, nutty, mild rubber   3.25
## 2376       3- B,S,C                   spice, melon, nutty   3.75
## 2377       3- B,S,C                          roasty cocoa   3.75
## 2378       3- B,S,C              roasted strawberry, bold   3.50
## 2379   5- B,S,C,V,L                 nutty, vegetal, sweet   2.50
## 2380   5- B,S,C,V,L                  slight bitter, woody   3.00
## 2381   5- B,S,C,V,L                 modest, creamy, cocoa   3.00
## 2382   5- B,S,C,V,L                 red berry, rich cocoa   3.50
## 2383   5- B,S,C,V,L          subtle, smooth, earthy, long   3.75
## 2384   5- B,S,C,V,L            creamy, fatty, very bitter   1.50
## 2385   5- B,S,C,V,L                 berries, tart, bitter   2.50
## 2386   5- B,S,C,V,L             nutty and bitter dominate   2.75
## 2387   5- B,S,C,V,L                creamy, rich, licorice   3.00
## 2388   5- B,S,C,V,L                        creamy, cherry   3.25
## 2389   5- B,S,C,V,L                 sandy, vegetal, cocoa   3.75
## 2390   5- B,S,C,V,L          creamy, blueberry, raspberry   4.00
## 2391   5- B,S,C,V,L                  creamy, cocoa, bread   3.50
## 2392   5- B,S,C,V,L               cocoa dominates, woodsy   3.75
## 2393   5- B,S,C,V,L                 rich cocoa, hot spice   3.75
## 2394   5- B,S,C,V,L            intense sweet, nut, orange   3.25
## 2395   5- B,S,C,V,L           creamy, honey,peanut butter   4.00
## 2396   5- B,S,C,V,L          green,unripened fruit,banana   4.00
## 2397   5- B,S,C,V,L               yogurt, lemon, licorice   3.50
## 2398   5- B,S,C,V,L          complex, herbs, fruit, dairy   3.50
## 2399   5- B,S,C,V,L           intense, dark berry, grapes   4.00
## 2400       3- B,S,C                  intense, rich, sweet   3.25
## 2401                             sour vanila, heavy roast   2.50
## 2402                          oily, caramel "rolo", sweet   2.75
## 2403       3- B,S,C         fatty, bland, very astringent   2.75
## 2404     4- B,S,C,V                  fatty, sour, spoiled   2.75
## 2405     4- B,S,C,V                   fatty, bitter, sour   2.75
## 2406                                  oily, fatty, citrus   3.00
## 2407                                   oily, nutty, fatty   3.00
## 2408                            sandy, mild citrus, sweet   3.25
## 2409         2- B,S           peanut butter, coffee, mint   3.25
## 2410         2- B,S                complex, nibs too soft   3.25
## 2411         2- B,S                 smokey, earthy, nutty   2.75
## 2412         2- B,S                 earthy, sour, intense   3.00
## 2413         2- B,S                    dark berry, roasty   3.25
## 2414       3- B,S,C            sweet, fruity, heavy roast   3.25
## 2415       3- B,S,C       mellow fruit, tart, mild bitter   3.75
## 2416       3- B,S,C          intense, cocoa, spicy, fruit   3.25
## 2417       3- B,S,C          spicy, roasty, acidic, dairy   3.50
## 2418       3- B,S,C                spicy, nutmeg, brownie   3.50
## 2419         2- B,S                 earthy, harsh, acidic   2.75
## 2420         2- B,S                   roasty, berry notes   3.00
## 2421       3- B,S,C                  nutty, grassy, cocoa   3.50
## 2422         2- B,S                        floral & fruit   3.50
## 2423     4- B,S,C,L                          spicy, dairy   3.50
## 2424       3- B,S,C                   sandy, sweet, nutty   3.00
## 2425                     bland, mild fruit, strong bitter   2.00
## 2426                            some fruit, strong bitter   2.00
## 2427                         cocoa,earthy,very astringent   3.00
## 2428       3- B,S,C                 sticky, cocoa, earthy   3.00
## 2429         2- B,S           intense, tart, sour, raisin   2.75
## 2430         2- B,S                creamy, cocoa, pungent   2.75
## 2431         2- B,S         mild metallic, brownie, earth   3.00
## 2432         2- B,S          intense, mild bitter, roasty   3.00
## 2433         2- B,S                  chalky, peach, bland   3.25
## 2434   5- B,S,C,V,L                     pungent, metallic   2.50
## 2435   5- B,S,C,V,L                      nutty, off notes   2.50
## 2436   5- B,S,C,V,L                  sweet, simple, cocoa   3.00
## 2437   5- B,S,C,V,L                       earthy, vanilla   2.50
## 2438   5- B,S,C,V,L             vanilla, late cocoa notes   2.50
## 2439        2- B,S*                     dry, rich, roasty   3.50
## 2440        2- B,S*                       grapes, pungent   3.50
## 2441         2- B,S                        earthy, roasty   3.00
## 2442       3- B,S,C          nuts, fruit, poor aftertaste   3.00
## 2443       3- B,S,C        creamy, fruit, poor aftertaste   3.00
## 2444       3- B,S,C         nutty, roasted cherry, coffee   3.50
## 2445       3- B,S,C                  nutty, cocoa, yogurt   3.50
## 2446         2- B,S                brownie, nutty, roasty   3.75
## 2447       3- B,S,C     complex, mild tobacco, nut, fruit   3.75
## 2448                       sticky, dry, vanilla dominates   2.50
## 2449       3- B,S,C           light color, grit, metallic   2.50
## 2450       3- B,S,C        slow develop, bitter, metallic   2.75
## 2451       3- B,S,C                        mild, metallic   2.75
## 2452       3- B,S,C                  sandy, sweet, coffee   3.25
## 2453       3- B,S,C                   sandy, rich, earthy   3.00
## 2454       3- B,S,C                 creamy, earthy, nutty   3.25
## 2455       3- B,S,C                       dry, mild fruit   3.00
## 2456       3- B,S,C                     dry, nutty, cocoa   3.50
## 2457       3- B,S,C                  smokey, fruity, sour   3.75
## 2458                          fruit, strong smoke, bitter   2.25
## 2459       3- B,S,C          mild nutty and fruit, savory   3.00
## 2460       3- B,S,C            rich cocoa, spicy, cinamon   4.00
## 2461       3- B,S,C                         nutty, rubber   3.00
## 2462       3- B,S,C              nutty, fig, short length   3.50
## 2463       3- B,S,C            strong malt, choco pudding   3.75
## 2464       3- B,S,C                flat, molasses, creamy   3.25
## 2465       3- B,S,C                intense, creamy, nutty   3.50
## 2466       3- B,S,C        dairy, caramel, brownie, nutty   3.50
## 2467         2- B,S                 brownie, fruit, fudge   3.50
## 2468         2- B,S                   nutty, tart, coffee   4.00
## 2469         2- B,S              mild fruit, chemical off   2.50
## 2470         2- B,S              roasty, metallic, coffee   3.00
## 2471       3- B,S,C                                 melon   3.25
## 2472         2- B,S                      intense, bourbon   3.25
## 2473         2- B,S          creamy, woody, mild metallic   3.50
## 2474         2- B,S            sandy, intense, mild nutty   3.00
## 2475         2- B,S        short, tart, fruit, sweet edge   3.00
## 2476  5- B,S,C,L,Sa              salt noticeable, vanilla   3.00
## 2477     4- B,S,C,L                   overly sweet, dirty   2.75
## 2478     4- B,S,C,L        coarse, sweet, candy, licorice   3.00
## 2479     4- B,S,C,L                    nutty, basic cocoa   3.25
## 2480         2- B,S           sandy, earthy, hint of tang   3.25
## 2481         2- B,S                 burnt caramel, grapes   3.50
## 2482         2- B,S    sandy, roasty, fig, late spiciness   3.50
## 2483         2- B,S           spciy, cardamom, off flavor   2.50
## 2484         2- B,S            sour milk, molasses, sweet   2.75
## 2485       3- B,S,C                  nutty, fruity, sweet   3.25
## 2486       3- B,S,C        tart, cherry, cocoa, mild sour   3.50
## 2487       3- B,S,C            sweet, rich, cocoa, fruity   3.50
## 2488       3- B,S,C                     sweet, tart, sour   3.00
## 2489       3- B,S,C               heavy smoke, fruit, ham   3.00
## 2490       3- B,S,C         very sweet, heavy roast, nuts   3.00
## 2491       3- B,S,C                  nutty, earthy, hammy   3.25
## 2492       3- B,S,C          sandy, mild sour, mild fruit   3.25
## 2493       3- B,S,C                   sandy, nutty, mocha   3.25
## 2494       3- B,S,C                rich base cocoa, sweet   3.50
## 2495       3- B,S,C           sticky, off notes of rubber   2.75
## 2496       3- B,S,C          sticky, strong bitter, spice   2.75
## 2497       3- B,S,C       melon, mild tart, bitter, fatty   3.00
## 2498       3- B,S,C           sticky, mellow choco, dairy   3.50
## 2499       3- B,S,C              smoke, tart, burnt cocoa   3.50
## 2500         2- B,S                 tobacco, over roasted   3.50
## 2501     4- B,S,C,L                oily, honey, light rum   3.50
## 2502     4- B,S,C,L         toffee, caramel, butterscotch   3.50
## 2503     4- B,S,C,L               intense prune and berry   3.75
## 2504   5- B,S,C,V,L             oily, sweet, choco, nutty   3.25
## 2505     4- B,S,C,L         smokey, dried fruit, balanced   3.75
## 2506       3- B,S,C                        intense earthy   3.00
## 2507      3- B,S*,C                 fatty, herbal, earthy   3.00
## 2508       3- B,S,C                    sandy, basic cocoa   3.25
## 2509       3- B,S,C       large grits, sweet, dried fruit   3.75
## 2510   4- B,S*,C,Sa                   woody, butterscotch   3.00
## 2511   4- B,S*,C,Sa                  dairy, salt, caramel   3.00
## 2512   4- B,S*,C,Sa          oily, subdued, caramel, salt   3.25
## 2513   4- B,S*,C,Sa             creamy, masculine, earthy   3.50
## 2514   4- B,S*,C,Sa             creamy, fatty, mild nutty   3.75
## 2515   4- B,S*,C,Sa                  woody, toast, pepper   3.00
## 2516   4- B,S*,C,Sa                 creamy, nutty, bready   3.00
## 2517   4- B,S*,C,Sa                  hint of smoke, fruit   3.00
## 2518   4- B,S*,C,Sa             smooth, intense blueberry   3.25
## 2519   4- B,S*,C,Sa          creamy, caramel, salt, sweet   3.25
## 2520   4- B,S*,C,Sa          oily, earthy, caramel, salty   3.50
## 2521   4- B,S*,C,Sa          dairy, burnt caramel, coffee   3.50
## 2522   4- B,S*,C,Sa                  butterscotch, pepper   3.50
## 2523   4- B,S*,C,Sa                 smooth, spicy, floral   3.50
## 2524   4- B,S*,C,Sa         spice, caramel, toffee, salty   3.75
## 2525   4- B,S*,C,Sa               strawberry, Cadbury egg   3.75
## 2526   4- B,S*,C,Sa                waxy, cloying, vegetal   2.75
## 2527       3- B,S,C             strong nutty, marshmallow   3.75
## 2528       3- B,S,C                  fatty, earthy, cocoa   3.00
## 2529       3- B,S,C          fatty, mild nuts, mild fruit   3.25
## 2530       3- B,S,C             muted, roasty, accessible   3.50
##             group_tag.x        group_tag.y          group_tag
## 1                                          Lowest Probability
## 2                                          Lowest Probability
## 3                                          Lowest Probability
## 4                                          Lowest Probability
## 5                                          Lowest Probability
## 6                                          Lowest Probability
## 7                                          Lowest Probability
## 8                                                            
## 9                                                            
## 10                                                           
## 11                                                           
## 12                                         Lowest Probability
## 13                                         Lowest Probability
## 14                                                           
## 15                                                           
## 16                                                           
## 17                                                           
## 18                                                           
## 19                                                           
## 20                                                           
## 21                                         Lowest Probability
## 22                                                           
## 23                                         Lowest Probability
## 24                                         Lowest Probability
## 25                                         Lowest Probability
## 26                                         Lowest Probability
## 27                                         Lowest Probability
## 28                                         Lowest Probability
## 29                                         Lowest Probability
## 30                                         Lowest Probability
## 31                                                           
## 32                                         Lowest Probability
## 33                                         Lowest Probability
## 34                                         Lowest Probability
## 35                                         Lowest Probability
## 36                                         Lowest Probability
## 37                                         Lowest Probability
## 38                                                           
## 39                                         Lowest Probability
## 40                                                           
## 41                                         Lowest Probability
## 42                                         Lowest Probability
## 43                                         Lowest Probability
## 44                                         Lowest Probability
## 45                                         Lowest Probability
## 46                                                           
## 47                                                           
## 48                                                           
## 49                                         Lowest Probability
## 50                                         Lowest Probability
## 51                                         Lowest Probability
## 52                                                           
## 53                                         Lowest Probability
## 54                                                           
## 55                                                           
## 56                                                           
## 57                                         Lowest Probability
## 58                                         Lowest Probability
## 59                                         Lowest Probability
## 60                                         Lowest Probability
## 61                                                           
## 62                                                           
## 63                                         Lowest Probability
## 64                                         Lowest Probability
## 65                                         Lowest Probability
## 66                                         Lowest Probability
## 67                                         Lowest Probability
## 68                                         Lowest Probability
## 69                                         Lowest Probability
## 70                                         Lowest Probability
## 71                                         Lowest Probability
## 72                                                           
## 73                                                           
## 74                                                           
## 75                                                           
## 76                                         Lowest Probability
## 77                                         Lowest Probability
## 78                                                           
## 79                                         Lowest Probability
## 80                                         Lowest Probability
## 81                                         Lowest Probability
## 82                                                           
## 83                                                           
## 84                                                           
## 85                                                           
## 86                                                           
## 87                                         Lowest Probability
## 88                                         Lowest Probability
## 89                                         Lowest Probability
## 90                                                           
## 91                                                           
## 92                                                           
## 93                                                           
## 94                                                           
## 95                                                           
## 96                                                           
## 97                                                           
## 98                                                           
## 99                                                           
## 100                                                          
## 101                                                          
## 102                                                          
## 103                                        Lowest Probability
## 104                                                          
## 105                                                          
## 106                                                          
## 107                                        Lowest Probability
## 108                                                          
## 109                                                          
## 110                     Lowest Probability                   
## 111                                                          
## 112                                                          
## 113                                                          
## 114                                                          
## 115                                                          
## 116                                        Lowest Probability
## 117                                        Lowest Probability
## 118                                                          
## 119                                                          
## 120                                                          
## 121                                        Lowest Probability
## 122                                                          
## 123                                                          
## 124                                                          
## 125                                                          
## 126                                                          
## 127                                                          
## 128                                        Lowest Probability
## 129                                                          
## 130                                                          
## 131                                                          
## 132                                                          
## 133                                                          
## 134                                                          
## 135                                        Lowest Probability
## 136                                                          
## 137                                                          
## 138                                        Lowest Probability
## 139                                                          
## 140                                                          
## 141                                                          
## 142                                        Lowest Probability
## 143                                        Lowest Probability
## 144                                                          
## 145                                                          
## 146                                                          
## 147                                                          
## 148                                                          
## 149                                                          
## 150                                        Lowest Probability
## 151                                                          
## 152                                                          
## 153                                        Lowest Probability
## 154                                        Lowest Probability
## 155                                        Lowest Probability
## 156                                                          
## 157                                        Lowest Probability
## 158                                                          
## 159                                        Lowest Probability
## 160                                        Lowest Probability
## 161                                                          
## 162                                                          
## 163                                                          
## 164                                                          
## 165                                                          
## 166                                                          
## 167                                        Lowest Probability
## 168                                        Lowest Probability
## 169                                                          
## 170                                                          
## 171                                                          
## 172                                        Lowest Probability
## 173                                        Lowest Probability
## 174                                        Lowest Probability
## 175                                        Lowest Probability
## 176                                        Lowest Probability
## 177                                        Lowest Probability
## 178                                                          
## 179                                        Lowest Probability
## 180                                                          
## 181                                        Lowest Probability
## 182                                        Lowest Probability
## 183                                        Lowest Probability
## 184                                        Lowest Probability
## 185                                                          
## 186                                        Lowest Probability
## 187                                                          
## 188                                        Lowest Probability
## 189                                                          
## 190                                                          
## 191                                                          
## 192                                                          
## 193                                                          
## 194                                                          
## 195                                                          
## 196                                        Lowest Probability
## 197                                        Lowest Probability
## 198                                        Lowest Probability
## 199                                                          
## 200                                                          
## 201                                                          
## 202                                                          
## 203                                                          
## 204                                                          
## 205                                                          
## 206                                                          
## 207                                        Lowest Probability
## 208                                        Lowest Probability
## 209  Lowest Probability                    Lowest Probability
## 210                                                          
## 211                                        Lowest Probability
## 212                                                          
## 213                                                          
## 214                                        Lowest Probability
## 215                                        Lowest Probability
## 216                                        Lowest Probability
## 217                                        Lowest Probability
## 218                                        Lowest Probability
## 219                                                          
## 220                                                          
## 221                                                          
## 222                                                          
## 223                                                          
## 224                                        Lowest Probability
## 225                                        Lowest Probability
## 226                                        Lowest Probability
## 227                                                          
## 228                                        Lowest Probability
## 229                                        Lowest Probability
## 230                                                          
## 231                                                          
## 232                                        Lowest Probability
## 233                                        Lowest Probability
## 234                                        Lowest Probability
## 235                                        Lowest Probability
## 236                                        Lowest Probability
## 237                                                          
## 238                                        Lowest Probability
## 239                                                          
## 240                                        Lowest Probability
## 241                                        Lowest Probability
## 242                                        Lowest Probability
## 243                                        Lowest Probability
## 244                                        Lowest Probability
## 245                                        Lowest Probability
## 246                                                          
## 247                                        Lowest Probability
## 248                                        Lowest Probability
## 249                                                          
## 250                                        Lowest Probability
## 251                                        Lowest Probability
## 252                                        Lowest Probability
## 253                     Lowest Probability                   
## 254                                        Lowest Probability
## 255                                        Lowest Probability
## 256                                        Lowest Probability
## 257                                                          
## 258                                        Lowest Probability
## 259                                                          
## 260                                                          
## 261                                                          
## 262                                                          
## 263                                                          
## 264                                                          
## 265                                                          
## 266                                        Lowest Probability
## 267                                        Lowest Probability
## 268                                                          
## 269                                        Lowest Probability
## 270                                                          
## 271                                                          
## 272                                                          
## 273                                                          
## 274                                                          
## 275                                                          
## 276                                                          
## 277                                        Lowest Probability
## 278                                        Lowest Probability
## 279                                        Lowest Probability
## 280                                        Lowest Probability
## 281                                        Lowest Probability
## 282                                        Lowest Probability
## 283                                        Lowest Probability
## 284                                                          
## 285                                                          
## 286                                                          
## 287                                        Lowest Probability
## 288                                                          
## 289                                                          
## 290                                                          
## 291                                        Lowest Probability
## 292                                        Lowest Probability
## 293                                        Lowest Probability
## 294                                        Lowest Probability
## 295                                        Lowest Probability
## 296                                        Lowest Probability
## 297                                        Lowest Probability
## 298                                                          
## 299                                        Lowest Probability
## 300                                                          
## 301                                                          
## 302                                                          
## 303                                                          
## 304                                                          
## 305                                        Lowest Probability
## 306                                        Lowest Probability
## 307                                                          
## 308                                                          
## 309                                        Lowest Probability
## 310                                                          
## 311                                        Lowest Probability
## 312                                        Lowest Probability
## 313                                                          
## 314                                        Lowest Probability
## 315                                        Lowest Probability
## 316                                        Lowest Probability
## 317                                        Lowest Probability
## 318                                        Lowest Probability
## 319                                        Lowest Probability
## 320                                        Lowest Probability
## 321                                        Lowest Probability
## 322                                        Lowest Probability
## 323                                        Lowest Probability
## 324                                                          
## 325                                                          
## 326                                                          
## 327                                                          
## 328                                                          
## 329                                                          
## 330                                        Lowest Probability
## 331                                                          
## 332                                        Lowest Probability
## 333                                        Lowest Probability
## 334                                        Lowest Probability
## 335                                        Lowest Probability
## 336                                                          
## 337                                                          
## 338                                        Lowest Probability
## 339                                        Lowest Probability
## 340                                        Lowest Probability
## 341                                                          
## 342                                                          
## 343                                        Lowest Probability
## 344                                                          
## 345                                                          
## 346                                                          
## 347                                        Lowest Probability
## 348                                        Lowest Probability
## 349                                                          
## 350                                                          
## 351                                        Lowest Probability
## 352                                        Lowest Probability
## 353                                        Lowest Probability
## 354                                                          
## 355                                                          
## 356                                        Lowest Probability
## 357                                        Lowest Probability
## 358                                        Lowest Probability
## 359                                        Lowest Probability
## 360                                                          
## 361                                        Lowest Probability
## 362                                        Lowest Probability
## 363                                                          
## 364                                        Lowest Probability
## 365                                                          
## 366                                        Lowest Probability
## 367                                                          
## 368                                                          
## 369                                                          
## 370                                                          
## 371                                        Lowest Probability
## 372                                        Lowest Probability
## 373                                                          
## 374                                                          
## 375                                                          
## 376                                                          
## 377                                                          
## 378                                        Lowest Probability
## 379                                        Lowest Probability
## 380                                        Lowest Probability
## 381                                        Lowest Probability
## 382                                        Lowest Probability
## 383                                        Lowest Probability
## 384                                                          
## 385                                                          
## 386                                        Lowest Probability
## 387                                                          
## 388                                                          
## 389                                                          
## 390                                        Lowest Probability
## 391                                                          
## 392                                                          
## 393                                        Lowest Probability
## 394                                                          
## 395                                        Lowest Probability
## 396                                                          
## 397                                        Lowest Probability
## 398                                        Lowest Probability
## 399                                        Lowest Probability
## 400                                        Lowest Probability
## 401                                        Lowest Probability
## 402                                        Lowest Probability
## 403                                                          
## 404                                        Lowest Probability
## 405                                        Lowest Probability
## 406                                        Lowest Probability
## 407                                                          
## 408                                                          
## 409                                                          
## 410                                                          
## 411                                                          
## 412                                                          
## 413                                        Lowest Probability
## 414                                        Lowest Probability
## 415                                                          
## 416                                                          
## 417                                                          
## 418                                                          
## 419                                                          
## 420                                                          
## 421                                                          
## 422                                                          
## 423                                        Lowest Probability
## 424                                        Lowest Probability
## 425                                        Lowest Probability
## 426                                        Lowest Probability
## 427                                        Lowest Probability
## 428                                        Lowest Probability
## 429                                        Lowest Probability
## 430                                                          
## 431                                        Lowest Probability
## 432                                        Lowest Probability
## 433                                                          
## 434                                                          
## 435                                                          
## 436                                                          
## 437                                                          
## 438                                                          
## 439                                        Lowest Probability
## 440                                                          
## 441                                                          
## 442                                        Lowest Probability
## 443                                                          
## 444                                                          
## 445                                                          
## 446                                                          
## 447                                        Lowest Probability
## 448                                        Lowest Probability
## 449                                                          
## 450                                                          
## 451                                                          
## 452                                                          
## 453                                                          
## 454                                                          
## 455                                        Lowest Probability
## 456                                        Lowest Probability
## 457                                        Lowest Probability
## 458                                        Lowest Probability
## 459                                        Lowest Probability
## 460                                        Lowest Probability
## 461                                                          
## 462                                                          
## 463                                        Lowest Probability
## 464                                        Lowest Probability
## 465                                        Lowest Probability
## 466                                                          
## 467                                                          
## 468                                        Lowest Probability
## 469                                        Lowest Probability
## 470                                        Lowest Probability
## 471                                        Lowest Probability
## 472                                        Lowest Probability
## 473                                        Lowest Probability
## 474                                        Lowest Probability
## 475                                        Lowest Probability
## 476                                        Lowest Probability
## 477                                        Lowest Probability
## 478                                        Lowest Probability
## 479                                        Lowest Probability
## 480                                        Lowest Probability
## 481                                                          
## 482                                        Lowest Probability
## 483                                        Lowest Probability
## 484                                        Lowest Probability
## 485                                        Lowest Probability
## 486                                        Lowest Probability
## 487                                        Lowest Probability
## 488                                        Lowest Probability
## 489                                                          
## 490                                        Lowest Probability
## 491                                        Lowest Probability
## 492                                        Lowest Probability
## 493                                                          
## 494                                                          
## 495                                                          
## 496                                                          
## 497                                                          
## 498                                                          
## 499                                                          
## 500                                                          
## 501                                        Lowest Probability
## 502                                        Lowest Probability
## 503                                        Lowest Probability
## 504                                                          
## 505                                                          
## 506                                                          
## 507                                        Lowest Probability
## 508                                        Lowest Probability
## 509                                                          
## 510                                        Lowest Probability
## 511                                        Lowest Probability
## 512                                                          
## 513                                                          
## 514                                        Lowest Probability
## 515                                                          
## 516                                        Lowest Probability
## 517                                        Lowest Probability
## 518                                                          
## 519                                                          
## 520                                        Lowest Probability
## 521                                        Lowest Probability
## 522                                        Lowest Probability
## 523                                        Lowest Probability
## 524                                                          
## 525                                                          
## 526                                        Lowest Probability
## 527                                        Lowest Probability
## 528                                        Lowest Probability
## 529                                                          
## 530                                                          
## 531                                                          
## 532                                                          
## 533                                                          
## 534                                                          
## 535                                                          
## 536                                        Lowest Probability
## 537                                        Lowest Probability
## 538                                        Lowest Probability
## 539                                                          
## 540                                                          
## 541                                                          
## 542                                                          
## 543                                                          
## 544                                                          
## 545                                                          
## 546                                                          
## 547                                        Lowest Probability
## 548                                                          
## 549                                        Lowest Probability
## 550                                        Lowest Probability
## 551                                                          
## 552                                                          
## 553                                                          
## 554                                                          
## 555                                        Lowest Probability
## 556                                        Lowest Probability
## 557                                                          
## 558                                        Lowest Probability
## 559                                        Lowest Probability
## 560                                        Lowest Probability
## 561                                                          
## 562                                        Lowest Probability
## 563                                        Lowest Probability
## 564                                                          
## 565                                                          
## 566                                                          
## 567                                                          
## 568                                                          
## 569                                        Lowest Probability
## 570                                                          
## 571                                                          
## 572                                                          
## 573                                        Lowest Probability
## 574                                        Lowest Probability
## 575                                        Lowest Probability
## 576                                        Lowest Probability
## 577                                        Lowest Probability
## 578                                        Lowest Probability
## 579  Lowest Probability Lowest Probability Lowest Probability
## 580                                                          
## 581                                                          
## 582                                        Lowest Probability
## 583                                        Lowest Probability
## 584                                        Lowest Probability
## 585                                                          
## 586                                                          
## 587                                        Lowest Probability
## 588                                                          
## 589                                        Lowest Probability
## 590                                                          
## 591                                        Lowest Probability
## 592                                        Lowest Probability
## 593                                                          
## 594                                                          
## 595                                                          
## 596                                                          
## 597                                        Lowest Probability
## 598                                                          
## 599                                                          
## 600                                        Lowest Probability
## 601                                        Lowest Probability
## 602                                        Lowest Probability
## 603                                                          
## 604                                                          
## 605                                        Lowest Probability
## 606                                                          
## 607                                                          
## 608                                                          
## 609                                        Lowest Probability
## 610                                                          
## 611                                        Lowest Probability
## 612                                                          
## 613                                                          
## 614                                        Lowest Probability
## 615                                        Lowest Probability
## 616                                                          
## 617                                                          
## 618                                                          
## 619                                        Lowest Probability
## 620                                        Lowest Probability
## 621                                                          
## 622                                                          
## 623                                                          
## 624                                                          
## 625                                                          
## 626                                        Lowest Probability
## 627                                        Lowest Probability
## 628                                        Lowest Probability
## 629                                                          
## 630                                        Lowest Probability
## 631                                        Lowest Probability
## 632                                                          
## 633                                        Lowest Probability
## 634                                        Lowest Probability
## 635                                        Lowest Probability
## 636                                        Lowest Probability
## 637                                                          
## 638                                        Lowest Probability
## 639                                        Lowest Probability
## 640                                                          
## 641                                                          
## 642                                                          
## 643                                        Lowest Probability
## 644                                        Lowest Probability
## 645                                        Lowest Probability
## 646                                        Lowest Probability
## 647                                        Lowest Probability
## 648                                        Lowest Probability
## 649                                        Lowest Probability
## 650                                        Lowest Probability
## 651                                        Lowest Probability
## 652                                        Lowest Probability
## 653                                        Lowest Probability
## 654                                        Lowest Probability
## 655                                        Lowest Probability
## 656                                        Lowest Probability
## 657                                                          
## 658                                        Lowest Probability
## 659                                                          
## 660                                        Lowest Probability
## 661                                        Lowest Probability
## 662                                                          
## 663                                        Lowest Probability
## 664                                                          
## 665                                                          
## 666                                        Lowest Probability
## 667                                        Lowest Probability
## 668                                        Lowest Probability
## 669                                        Lowest Probability
## 670                                        Lowest Probability
## 671                                        Lowest Probability
## 672                                                          
## 673                                        Lowest Probability
## 674                                        Lowest Probability
## 675                                        Lowest Probability
## 676                                        Lowest Probability
## 677                                        Lowest Probability
## 678                                        Lowest Probability
## 679                                        Lowest Probability
## 680                                        Lowest Probability
## 681                                        Lowest Probability
## 682                                        Lowest Probability
## 683                                        Lowest Probability
## 684                                        Lowest Probability
## 685                                        Lowest Probability
## 686                                        Lowest Probability
## 687                                        Lowest Probability
## 688                                        Lowest Probability
## 689                                                          
## 690                                                          
## 691                                                          
## 692                                        Lowest Probability
## 693                                                          
## 694                                                          
## 695                                                          
## 696                                                          
## 697                                        Lowest Probability
## 698                                                          
## 699                                                          
## 700                                                          
## 701                                                          
## 702                                        Lowest Probability
## 703                                                          
## 704                                        Lowest Probability
## 705                                                          
## 706                                        Lowest Probability
## 707                                                          
## 708                                                          
## 709                                                          
## 710                                                          
## 711                                                          
## 712                                                          
## 713                                                          
## 714                                        Lowest Probability
## 715                                                          
## 716                                        Lowest Probability
## 717                                        Lowest Probability
## 718                                        Lowest Probability
## 719                                        Lowest Probability
## 720                                                          
## 721                                                          
## 722                                                          
## 723                                                          
## 724                                                          
## 725                                                          
## 726                                                          
## 727                                                          
## 728                                                          
## 729                                                          
## 730                                                          
## 731                                        Lowest Probability
## 732                                        Lowest Probability
## 733                                                          
## 734                                                          
## 735                                                          
## 736                                                          
## 737                                        Lowest Probability
## 738                                                          
## 739                                                          
## 740                                                          
## 741                                        Lowest Probability
## 742                                                          
## 743                                                          
## 744                                        Lowest Probability
## 745                                                          
## 746                                        Lowest Probability
## 747                                        Lowest Probability
## 748                                        Lowest Probability
## 749                                                          
## 750                                                          
## 751                                                          
## 752                                        Lowest Probability
## 753                                        Lowest Probability
## 754                                        Lowest Probability
## 755                                        Lowest Probability
## 756                                        Lowest Probability
## 757                                        Lowest Probability
## 758                                        Lowest Probability
## 759                                        Lowest Probability
## 760                                        Lowest Probability
## 761                                                          
## 762                                        Lowest Probability
## 763                                                          
## 764                                                          
## 765                                        Lowest Probability
## 766                                        Lowest Probability
## 767                                        Lowest Probability
## 768                                                          
## 769                                        Lowest Probability
## 770                                        Lowest Probability
## 771                                                          
## 772                                        Lowest Probability
## 773                                        Lowest Probability
## 774                                                          
## 775                                                          
## 776                                        Lowest Probability
## 777                                        Lowest Probability
## 778                                        Lowest Probability
## 779                                                          
## 780                                        Lowest Probability
## 781                                        Lowest Probability
## 782                                        Lowest Probability
## 783                                        Lowest Probability
## 784                                        Lowest Probability
## 785                                        Lowest Probability
## 786                                                          
## 787                                        Lowest Probability
## 788                                                          
## 789                                        Lowest Probability
## 790                                        Lowest Probability
## 791                                        Lowest Probability
## 792                                        Lowest Probability
## 793                                        Lowest Probability
## 794                                        Lowest Probability
## 795                                        Lowest Probability
## 796                                        Lowest Probability
## 797                                                          
## 798                                                          
## 799                                                          
## 800                                        Lowest Probability
## 801                                                          
## 802                                        Lowest Probability
## 803                                        Lowest Probability
## 804                                        Lowest Probability
## 805                                                          
## 806                                                          
## 807                                                          
## 808                                        Lowest Probability
## 809                                                          
## 810                                                          
## 811                                        Lowest Probability
## 812                                        Lowest Probability
## 813                                        Lowest Probability
## 814                                        Lowest Probability
## 815                                                          
## 816                                        Lowest Probability
## 817                                        Lowest Probability
## 818                                                          
## 819                                        Lowest Probability
## 820                                        Lowest Probability
## 821                                        Lowest Probability
## 822                                        Lowest Probability
## 823                                        Lowest Probability
## 824                                                          
## 825                                        Lowest Probability
## 826                                        Lowest Probability
## 827                                        Lowest Probability
## 828                                                          
## 829                                                          
## 830                                        Lowest Probability
## 831                                        Lowest Probability
## 832                                                          
## 833                                        Lowest Probability
## 834                                                          
## 835                                                          
## 836                                        Lowest Probability
## 837                                        Lowest Probability
## 838                                        Lowest Probability
## 839                                        Lowest Probability
## 840                                        Lowest Probability
## 841                     Lowest Probability Lowest Probability
## 842                                        Lowest Probability
## 843                                        Lowest Probability
## 844                                        Lowest Probability
## 845                                                          
## 846                                                          
## 847                                                          
## 848                                                          
## 849                                                          
## 850                                        Lowest Probability
## 851                                                          
## 852                                                          
## 853                                        Lowest Probability
## 854                                        Lowest Probability
## 855                                                          
## 856                                                          
## 857                                        Lowest Probability
## 858                                                          
## 859                                        Lowest Probability
## 860                                                          
## 861                                        Lowest Probability
## 862                                                          
## 863                                        Lowest Probability
## 864                                        Lowest Probability
## 865                                                          
## 866                                                          
## 867                                        Lowest Probability
## 868                                        Lowest Probability
## 869                                        Lowest Probability
## 870                                                          
## 871                                                          
## 872                                        Lowest Probability
## 873                                        Lowest Probability
## 874                                                          
## 875                                                          
## 876                                                          
## 877                                                          
## 878                                                          
## 879                                        Lowest Probability
## 880                                        Lowest Probability
## 881                                                          
## 882                                                          
## 883                                        Lowest Probability
## 884                                        Lowest Probability
## 885                                        Lowest Probability
## 886                                        Lowest Probability
## 887                                                          
## 888                                                          
## 889                                        Lowest Probability
## 890                                                          
## 891                                                          
## 892                                                          
## 893                                                          
## 894                                                          
## 895                                                          
## 896                                        Lowest Probability
## 897                                                          
## 898                                        Lowest Probability
## 899                                        Lowest Probability
## 900                                                          
## 901                                                          
## 902                                                          
## 903                                        Lowest Probability
## 904                                        Lowest Probability
## 905                                        Lowest Probability
## 906                                        Lowest Probability
## 907                                                          
## 908                                        Lowest Probability
## 909                                                          
## 910                                        Lowest Probability
## 911                                                          
## 912                                                          
## 913                                                          
## 914                                                          
## 915                                        Lowest Probability
## 916                                                          
## 917                                                          
## 918                                        Lowest Probability
## 919                                                          
## 920                                                          
## 921                                        Lowest Probability
## 922                                        Lowest Probability
## 923                                        Lowest Probability
## 924                                        Lowest Probability
## 925                                        Lowest Probability
## 926                                        Lowest Probability
## 927                                        Lowest Probability
## 928                                        Lowest Probability
## 929                                        Lowest Probability
## 930                                        Lowest Probability
## 931                                        Lowest Probability
## 932                                                          
## 933                                                          
## 934                                        Lowest Probability
## 935                                        Lowest Probability
## 936                                                          
## 937                                        Lowest Probability
## 938                                        Lowest Probability
## 939                                        Lowest Probability
## 940                                        Lowest Probability
## 941                                                          
## 942                                                          
## 943                                                          
## 944                                                          
## 945                                        Lowest Probability
## 946                                                          
## 947                                                          
## 948                                        Lowest Probability
## 949                                        Lowest Probability
## 950                                        Lowest Probability
## 951                                        Lowest Probability
## 952                                                          
## 953                                                          
## 954                                                          
## 955                                        Lowest Probability
## 956                                        Lowest Probability
## 957                                        Lowest Probability
## 958                                        Lowest Probability
## 959                                        Lowest Probability
## 960                                        Lowest Probability
## 961                                        Lowest Probability
## 962                                        Lowest Probability
## 963                                        Lowest Probability
## 964                                        Lowest Probability
## 965                                        Lowest Probability
## 966                                        Lowest Probability
## 967                                        Lowest Probability
## 968                                        Lowest Probability
## 969                                        Lowest Probability
## 970                                        Lowest Probability
## 971                                        Lowest Probability
## 972                                        Lowest Probability
## 973                                        Lowest Probability
## 974                                        Lowest Probability
## 975                                        Lowest Probability
## 976                                        Lowest Probability
## 977                                        Lowest Probability
## 978                                        Lowest Probability
## 979                                        Lowest Probability
## 980                                        Lowest Probability
## 981                                        Lowest Probability
## 982                                        Lowest Probability
## 983                                        Lowest Probability
## 984                                        Lowest Probability
## 985                                        Lowest Probability
## 986                                        Lowest Probability
## 987                                                          
## 988                                        Lowest Probability
## 989                                        Lowest Probability
## 990                                        Lowest Probability
## 991                                        Lowest Probability
## 992                                        Lowest Probability
## 993                                        Lowest Probability
## 994                                        Lowest Probability
## 995                                        Lowest Probability
## 996                                                          
## 997                                        Lowest Probability
## 998                                                          
## 999                                                          
## 1000                                                         
## 1001                                                         
## 1002                                       Lowest Probability
## 1003                                                         
## 1004                                       Lowest Probability
## 1005                                                         
## 1006                                                         
## 1007                                       Lowest Probability
## 1008                                       Lowest Probability
## 1009                                                         
## 1010                                       Lowest Probability
## 1011                                       Lowest Probability
## 1012                                       Lowest Probability
## 1013                                                         
## 1014                                       Lowest Probability
## 1015                                                         
## 1016                                                         
## 1017                                       Lowest Probability
## 1018                                                         
## 1019                                       Lowest Probability
## 1020                                       Lowest Probability
## 1021                                       Lowest Probability
## 1022                                       Lowest Probability
## 1023                                                         
## 1024                                                         
## 1025                                                         
## 1026                                                         
## 1027                                                         
## 1028                                                         
## 1029                                                         
## 1030                                                         
## 1031                                                         
## 1032                                                         
## 1033                                       Lowest Probability
## 1034                                       Lowest Probability
## 1035                                                         
## 1036                                       Lowest Probability
## 1037                                       Lowest Probability
## 1038                                       Lowest Probability
## 1039                                                         
## 1040                                       Lowest Probability
## 1041                                                         
## 1042                                                         
## 1043                                                         
## 1044                                       Lowest Probability
## 1045                                                         
## 1046                                                         
## 1047                                                         
## 1048                                                         
## 1049                                       Lowest Probability
## 1050                                       Lowest Probability
## 1051                                       Lowest Probability
## 1052                                       Lowest Probability
## 1053                                                         
## 1054                                                         
## 1055                                       Lowest Probability
## 1056                                       Lowest Probability
## 1057                                       Lowest Probability
## 1058                                       Lowest Probability
## 1059                                       Lowest Probability
## 1060                                       Lowest Probability
## 1061                                                         
## 1062                                       Lowest Probability
## 1063                                                         
## 1064                                       Lowest Probability
## 1065                                       Lowest Probability
## 1066                                                         
## 1067                                       Lowest Probability
## 1068                                       Lowest Probability
## 1069                                       Lowest Probability
## 1070                                       Lowest Probability
## 1071                                       Lowest Probability
## 1072                                                         
## 1073                                                         
## 1074                                       Lowest Probability
## 1075                                       Lowest Probability
## 1076                                                         
## 1077                                                         
## 1078                                                         
## 1079                                       Lowest Probability
## 1080                                                         
## 1081                                       Lowest Probability
## 1082                                       Lowest Probability
## 1083                                       Lowest Probability
## 1084                                                         
## 1085                                                         
## 1086                                       Lowest Probability
## 1087                                                         
## 1088                                       Lowest Probability
## 1089                                       Lowest Probability
## 1090                                       Lowest Probability
## 1091                                       Lowest Probability
## 1092                                       Lowest Probability
## 1093                                       Lowest Probability
## 1094                                                         
## 1095                                       Lowest Probability
## 1096                                       Lowest Probability
## 1097                                       Lowest Probability
## 1098                                                         
## 1099                                       Lowest Probability
## 1100                                       Lowest Probability
## 1101                                       Lowest Probability
## 1102                                                         
## 1103                                                         
## 1104                                                         
## 1105                                                         
## 1106                                       Lowest Probability
## 1107                                       Lowest Probability
## 1108                                                         
## 1109                                       Lowest Probability
## 1110                                       Lowest Probability
## 1111                                       Lowest Probability
## 1112                                                         
## 1113                                                         
## 1114                                       Lowest Probability
## 1115                                                         
## 1116                                                         
## 1117                                                         
## 1118                                                         
## 1119                                       Lowest Probability
## 1120                                       Lowest Probability
## 1121                                       Lowest Probability
## 1122                                       Lowest Probability
## 1123                                       Lowest Probability
## 1124                                       Lowest Probability
## 1125                                                         
## 1126                                       Lowest Probability
## 1127                                                         
## 1128                                                         
## 1129                                                         
## 1130                                       Lowest Probability
## 1131                                                         
## 1132                                       Lowest Probability
## 1133                                       Lowest Probability
## 1134                                       Lowest Probability
## 1135                                       Lowest Probability
## 1136                                       Lowest Probability
## 1137                                       Lowest Probability
## 1138                                       Lowest Probability
## 1139                                       Lowest Probability
## 1140                                       Lowest Probability
## 1141                                       Lowest Probability
## 1142                                       Lowest Probability
## 1143                                       Lowest Probability
## 1144                                       Lowest Probability
## 1145                                       Lowest Probability
## 1146                    Lowest Probability                   
## 1147                                                         
## 1148                                       Lowest Probability
## 1149                                       Lowest Probability
## 1150                                                         
## 1151                                                         
## 1152                                                         
## 1153                                                         
## 1154                                                         
## 1155                                       Lowest Probability
## 1156                                       Lowest Probability
## 1157                                       Lowest Probability
## 1158                                       Lowest Probability
## 1159                                       Lowest Probability
## 1160                                                         
## 1161                                                         
## 1162                                                         
## 1163                                       Lowest Probability
## 1164                                       Lowest Probability
## 1165                                                         
## 1166                                                         
## 1167                                                         
## 1168                                                         
## 1169                                                         
## 1170                                                         
## 1171                                                         
## 1172                                                         
## 1173                                                         
## 1174                                       Lowest Probability
## 1175                                                         
## 1176                                                         
## 1177                                                         
## 1178                                       Lowest Probability
## 1179                                                         
## 1180                                       Lowest Probability
## 1181                                       Lowest Probability
## 1182                                       Lowest Probability
## 1183                                       Lowest Probability
## 1184                                       Lowest Probability
## 1185                                       Lowest Probability
## 1186                                                         
## 1187                                                         
## 1188                                                         
## 1189                                                         
## 1190                                       Lowest Probability
## 1191                                                         
## 1192                                                         
## 1193                                                         
## 1194                                       Lowest Probability
## 1195                                       Lowest Probability
## 1196                                       Lowest Probability
## 1197                                                         
## 1198                                       Lowest Probability
## 1199                                       Lowest Probability
## 1200                                       Lowest Probability
## 1201                                                         
## 1202                                                         
## 1203                                       Lowest Probability
## 1204                                       Lowest Probability
## 1205                                       Lowest Probability
## 1206                                       Lowest Probability
## 1207                                       Lowest Probability
## 1208                                       Lowest Probability
## 1209                                       Lowest Probability
## 1210                                       Lowest Probability
## 1211                                       Lowest Probability
## 1212                                       Lowest Probability
## 1213                                                         
## 1214                                       Lowest Probability
## 1215                                       Lowest Probability
## 1216                                       Lowest Probability
## 1217                                       Lowest Probability
## 1218                                       Lowest Probability
## 1219                                       Lowest Probability
## 1220                                       Lowest Probability
## 1221                                       Lowest Probability
## 1222                                       Lowest Probability
## 1223                                       Lowest Probability
## 1224                                       Lowest Probability
## 1225                                                         
## 1226                                                         
## 1227                                       Lowest Probability
## 1228                                       Lowest Probability
## 1229                                       Lowest Probability
## 1230                                       Lowest Probability
## 1231                                       Lowest Probability
## 1232                                       Lowest Probability
## 1233 Lowest Probability                    Lowest Probability
## 1234                                       Lowest Probability
## 1235                                       Lowest Probability
## 1236                                       Lowest Probability
## 1237                                       Lowest Probability
## 1238                                       Lowest Probability
## 1239                                       Lowest Probability
## 1240                                       Lowest Probability
## 1241                                       Lowest Probability
## 1242                                       Lowest Probability
## 1243                                       Lowest Probability
## 1244                                       Lowest Probability
## 1245                                       Lowest Probability
## 1246                                                         
## 1247                                       Lowest Probability
## 1248                                                         
## 1249                                                         
## 1250                                       Lowest Probability
## 1251                                                         
## 1252                                       Lowest Probability
## 1253                                       Lowest Probability
## 1254                                                         
## 1255                                                         
## 1256                                                         
## 1257                                       Lowest Probability
## 1258                                       Lowest Probability
## 1259                                       Lowest Probability
## 1260                                       Lowest Probability
## 1261                                       Lowest Probability
## 1262                                       Lowest Probability
## 1263                                       Lowest Probability
## 1264                                       Lowest Probability
## 1265                                       Lowest Probability
## 1266                                       Lowest Probability
## 1267                                       Lowest Probability
## 1268                                       Lowest Probability
## 1269                                                         
## 1270                                                         
## 1271                                       Lowest Probability
## 1272                                                         
## 1273                                       Lowest Probability
## 1274                                       Lowest Probability
## 1275                                       Lowest Probability
## 1276                                       Lowest Probability
## 1277                                                         
## 1278                                       Lowest Probability
## 1279                                                         
## 1280                                                         
## 1281                                       Lowest Probability
## 1282                                       Lowest Probability
## 1283                                       Lowest Probability
## 1284                                                         
## 1285                                       Lowest Probability
## 1286                                       Lowest Probability
## 1287                                                         
## 1288                                                         
## 1289                                                         
## 1290                                       Lowest Probability
## 1291                                       Lowest Probability
## 1292                                       Lowest Probability
## 1293                                       Lowest Probability
## 1294                                       Lowest Probability
## 1295                                                         
## 1296                                                         
## 1297                                                         
## 1298                                                         
## 1299                                                         
## 1300                                                         
## 1301                                                         
## 1302                                                         
## 1303                                       Lowest Probability
## 1304                                       Lowest Probability
## 1305                                       Lowest Probability
## 1306                                                         
## 1307                                                         
## 1308                                                         
## 1309                                                         
## 1310                                                         
## 1311                                                         
## 1312                                       Lowest Probability
## 1313                                                         
## 1314                                                         
## 1315                                       Lowest Probability
## 1316                                                         
## 1317                                                         
## 1318                                                         
## 1319                                       Lowest Probability
## 1320                                       Lowest Probability
## 1321                                       Lowest Probability
## 1322                                       Lowest Probability
## 1323                                       Lowest Probability
## 1324                                                         
## 1325                                                         
## 1326                                                         
## 1327                                       Lowest Probability
## 1328                                       Lowest Probability
## 1329                                       Lowest Probability
## 1330                                       Lowest Probability
## 1331                                       Lowest Probability
## 1332                                       Lowest Probability
## 1333                                       Lowest Probability
## 1334                                       Lowest Probability
## 1335                                       Lowest Probability
## 1336                                                         
## 1337                                       Lowest Probability
## 1338                                       Lowest Probability
## 1339                                       Lowest Probability
## 1340                                       Lowest Probability
## 1341                                       Lowest Probability
## 1342                                       Lowest Probability
## 1343                                       Lowest Probability
## 1344                                       Lowest Probability
## 1345                                       Lowest Probability
## 1346                                                         
## 1347                                       Lowest Probability
## 1348                                       Lowest Probability
## 1349                                       Lowest Probability
## 1350                                       Lowest Probability
## 1351                                       Lowest Probability
## 1352                                       Lowest Probability
## 1353                                       Lowest Probability
## 1354                                       Lowest Probability
## 1355                                       Lowest Probability
## 1356                                                         
## 1357                                                         
## 1358                                                         
## 1359                                                         
## 1360                                       Lowest Probability
## 1361                                                         
## 1362                                       Lowest Probability
## 1363                                       Lowest Probability
## 1364                                       Lowest Probability
## 1365                                       Lowest Probability
## 1366                                       Lowest Probability
## 1367                                                         
## 1368                                                         
## 1369                                       Lowest Probability
## 1370                                                         
## 1371                                       Lowest Probability
## 1372                                       Lowest Probability
## 1373                                                         
## 1374                                                         
## 1375                                       Lowest Probability
## 1376                                       Lowest Probability
## 1377                                       Lowest Probability
## 1378                                                         
## 1379                                       Lowest Probability
## 1380                                       Lowest Probability
## 1381                                       Lowest Probability
## 1382                                       Lowest Probability
## 1383                                       Lowest Probability
## 1384                                                         
## 1385                                                         
## 1386                                       Lowest Probability
## 1387                                       Lowest Probability
## 1388                                       Lowest Probability
## 1389                                       Lowest Probability
## 1390                                       Lowest Probability
## 1391                                       Lowest Probability
## 1392                                       Lowest Probability
## 1393                                       Lowest Probability
## 1394                                       Lowest Probability
## 1395                                       Lowest Probability
## 1396                                                         
## 1397                                       Lowest Probability
## 1398                                       Lowest Probability
## 1399                                       Lowest Probability
## 1400                                                         
## 1401                                       Lowest Probability
## 1402                                                         
## 1403                                                         
## 1404                                                         
## 1405                                                         
## 1406                                       Lowest Probability
## 1407                                       Lowest Probability
## 1408                                                         
## 1409                                                         
## 1410                                       Lowest Probability
## 1411                                       Lowest Probability
## 1412                                       Lowest Probability
## 1413                                                         
## 1414                    Lowest Probability Lowest Probability
## 1415                                       Lowest Probability
## 1416                                       Lowest Probability
## 1417                                       Lowest Probability
## 1418                                       Lowest Probability
## 1419                                       Lowest Probability
## 1420                                       Lowest Probability
## 1421                                       Lowest Probability
## 1422                                       Lowest Probability
## 1423                                                         
## 1424                                                         
## 1425                                                         
## 1426                                                         
## 1427                                                         
## 1428                                                         
## 1429                                                         
## 1430                                                         
## 1431                                                         
## 1432                                       Lowest Probability
## 1433                                                         
## 1434                                                         
## 1435                                       Lowest Probability
## 1436                                       Lowest Probability
## 1437                                       Lowest Probability
## 1438                                                         
## 1439                                       Lowest Probability
## 1440                                       Lowest Probability
## 1441                                                         
## 1442                                                         
## 1443                                                         
## 1444                                                         
## 1445                                                         
## 1446                                                         
## 1447                                                         
## 1448                                       Lowest Probability
## 1449                                       Lowest Probability
## 1450                                       Lowest Probability
## 1451                                                         
## 1452                                                         
## 1453                                       Lowest Probability
## 1454                                                         
## 1455                                                         
## 1456                                                         
## 1457                                                         
## 1458                                       Lowest Probability
## 1459                                                         
## 1460                                       Lowest Probability
## 1461                                       Lowest Probability
## 1462                                       Lowest Probability
## 1463                                       Lowest Probability
## 1464                                       Lowest Probability
## 1465                                                         
## 1466                                                         
## 1467                                                         
## 1468                                       Lowest Probability
## 1469                                       Lowest Probability
## 1470                                       Lowest Probability
## 1471                                       Lowest Probability
## 1472                                       Lowest Probability
## 1473                                                         
## 1474                                                         
## 1475                                                         
## 1476                                       Lowest Probability
## 1477                                                         
## 1478                                       Lowest Probability
## 1479                                       Lowest Probability
## 1480                                       Lowest Probability
## 1481                                                         
## 1482                                       Lowest Probability
## 1483                                       Lowest Probability
## 1484                                       Lowest Probability
## 1485                                       Lowest Probability
## 1486                                       Lowest Probability
## 1487                                       Lowest Probability
## 1488                                       Lowest Probability
## 1489                                       Lowest Probability
## 1490                                       Lowest Probability
## 1491                                       Lowest Probability
## 1492                                       Lowest Probability
## 1493                                                         
## 1494                                       Lowest Probability
## 1495                                       Lowest Probability
## 1496                                       Lowest Probability
## 1497                                       Lowest Probability
## 1498                                                         
## 1499                                       Lowest Probability
## 1500                                       Lowest Probability
## 1501                                       Lowest Probability
## 1502                                                         
## 1503                                                         
## 1504                                       Lowest Probability
## 1505                                       Lowest Probability
## 1506                                                         
## 1507                                       Lowest Probability
## 1508                                       Lowest Probability
## 1509                                       Lowest Probability
## 1510                                       Lowest Probability
## 1511                                       Lowest Probability
## 1512                                                         
## 1513                                                         
## 1514                                                         
## 1515                                                         
## 1516                                                         
## 1517                                                         
## 1518                                                         
## 1519                                       Lowest Probability
## 1520                                       Lowest Probability
## 1521                                       Lowest Probability
## 1522                                                         
## 1523                                       Lowest Probability
## 1524                                       Lowest Probability
## 1525                                                         
## 1526                                                         
## 1527                                       Lowest Probability
## 1528                                       Lowest Probability
## 1529                                       Lowest Probability
## 1530                                                         
## 1531                                                         
## 1532                                       Lowest Probability
## 1533                                       Lowest Probability
## 1534                                                         
## 1535                                                         
## 1536                                       Lowest Probability
## 1537                                       Lowest Probability
## 1538                                       Lowest Probability
## 1539                                       Lowest Probability
## 1540                                       Lowest Probability
## 1541                                                         
## 1542                                                         
## 1543                                                         
## 1544                                       Lowest Probability
## 1545                                       Lowest Probability
## 1546                                       Lowest Probability
## 1547                                                         
## 1548                                                         
## 1549                                       Lowest Probability
## 1550                                                         
## 1551                                                         
## 1552                                                         
## 1553                                                         
## 1554                                       Lowest Probability
## 1555                                                         
## 1556                                       Lowest Probability
## 1557                                       Lowest Probability
## 1558                                       Lowest Probability
## 1559                                       Lowest Probability
## 1560                                                         
## 1561                                                         
## 1562                                                         
## 1563                                                         
## 1564                                                         
## 1565                                                         
## 1566                                                         
## 1567                                                         
## 1568                                       Lowest Probability
## 1569                                       Lowest Probability
## 1570                                       Lowest Probability
## 1571                                       Lowest Probability
## 1572                                       Lowest Probability
## 1573                                                         
## 1574                                                         
## 1575                                       Lowest Probability
## 1576                                       Lowest Probability
## 1577                                       Lowest Probability
## 1578                                       Lowest Probability
## 1579                                       Lowest Probability
## 1580                                       Lowest Probability
## 1581                                       Lowest Probability
## 1582                                       Lowest Probability
## 1583                                       Lowest Probability
## 1584                                       Lowest Probability
## 1585                                       Lowest Probability
## 1586                                       Lowest Probability
## 1587                                       Lowest Probability
## 1588                                                         
## 1589                                                         
## 1590                                       Lowest Probability
## 1591                                                         
## 1592                                                         
## 1593                                                         
## 1594                                                         
## 1595                                                         
## 1596                                       Lowest Probability
## 1597                                                         
## 1598                                       Lowest Probability
## 1599                                       Lowest Probability
## 1600                                                         
## 1601                                       Lowest Probability
## 1602                                       Lowest Probability
## 1603                                                         
## 1604                                                         
## 1605                                       Lowest Probability
## 1606                                       Lowest Probability
## 1607                                       Lowest Probability
## 1608                                                         
## 1609                                       Lowest Probability
## 1610                                                         
## 1611                                                         
## 1612                                                         
## 1613                                       Lowest Probability
## 1614                                       Lowest Probability
## 1615                                                         
## 1616                                       Lowest Probability
## 1617                                       Lowest Probability
## 1618                                                         
## 1619                                                         
## 1620                                                         
## 1621                                                         
## 1622                                                         
## 1623                                                         
## 1624                                       Lowest Probability
## 1625                                                         
## 1626                                       Lowest Probability
## 1627                                                         
## 1628                                       Lowest Probability
## 1629                                       Lowest Probability
## 1630                                       Lowest Probability
## 1631                                                         
## 1632                                       Lowest Probability
## 1633                                                         
## 1634                                       Lowest Probability
## 1635                                                         
## 1636                                       Lowest Probability
## 1637                                       Lowest Probability
## 1638                                       Lowest Probability
## 1639                                                         
## 1640                                                         
## 1641                                                         
## 1642                                                         
## 1643                                       Lowest Probability
## 1644                                                         
## 1645                                       Lowest Probability
## 1646                                       Lowest Probability
## 1647                                                         
## 1648                                       Lowest Probability
## 1649                                       Lowest Probability
## 1650                                                         
## 1651                                                         
## 1652                                                         
## 1653                                       Lowest Probability
## 1654                                                         
## 1655                                                         
## 1656                                                         
## 1657                                       Lowest Probability
## 1658                                       Lowest Probability
## 1659                                       Lowest Probability
## 1660                                       Lowest Probability
## 1661                                                         
## 1662                                                         
## 1663                                                         
## 1664                                                         
## 1665                                                         
## 1666                                       Lowest Probability
## 1667                                       Lowest Probability
## 1668                                                         
## 1669                                       Lowest Probability
## 1670                                       Lowest Probability
## 1671                                       Lowest Probability
## 1672                                                         
## 1673                                                         
## 1674                                                         
## 1675                                                         
## 1676                                       Lowest Probability
## 1677                                                         
## 1678                                                         
## 1679                                                         
## 1680                                                         
## 1681                                       Lowest Probability
## 1682                                                         
## 1683                                                         
## 1684                                                         
## 1685                                                         
## 1686                                                         
## 1687                                                         
## 1688                                                         
## 1689                                                         
## 1690                                       Lowest Probability
## 1691                                       Lowest Probability
## 1692                                       Lowest Probability
## 1693                                       Lowest Probability
## 1694                                                         
## 1695                                       Lowest Probability
## 1696                                       Lowest Probability
## 1697                                                         
## 1698                                                         
## 1699                                                         
## 1700                                                         
## 1701                                                         
## 1702                                       Lowest Probability
## 1703                                       Lowest Probability
## 1704                                       Lowest Probability
## 1705                                       Lowest Probability
## 1706                                       Lowest Probability
## 1707                                       Lowest Probability
## 1708                                       Lowest Probability
## 1709                                                         
## 1710                                       Lowest Probability
## 1711                                       Lowest Probability
## 1712                                       Lowest Probability
## 1713                                                         
## 1714                                       Lowest Probability
## 1715                                       Lowest Probability
## 1716                                                         
## 1717                                                         
## 1718                                       Lowest Probability
## 1719                                       Lowest Probability
## 1720                                       Lowest Probability
## 1721                                       Lowest Probability
## 1722                                                         
## 1723                                                         
## 1724                                                         
## 1725                                                         
## 1726                                                         
## 1727                                       Lowest Probability
## 1728                                       Lowest Probability
## 1729                                       Lowest Probability
## 1730                                                         
## 1731                                       Lowest Probability
## 1732                                                         
## 1733                                       Lowest Probability
## 1734                                                         
## 1735                                                         
## 1736                                                         
## 1737                                                         
## 1738                                                         
## 1739                                       Lowest Probability
## 1740                                                         
## 1741                                       Lowest Probability
## 1742                                       Lowest Probability
## 1743                                       Lowest Probability
## 1744                                       Lowest Probability
## 1745                                                         
## 1746                                                         
## 1747                                                         
## 1748                                                         
## 1749 Lowest Probability                                      
## 1750                                                         
## 1751                                                         
## 1752                                                         
## 1753                                                         
## 1754                                       Lowest Probability
## 1755                                       Lowest Probability
## 1756                                       Lowest Probability
## 1757                                       Lowest Probability
## 1758                                       Lowest Probability
## 1759                                       Lowest Probability
## 1760                                       Lowest Probability
## 1761                                                         
## 1762                                                         
## 1763                                       Lowest Probability
## 1764                                                         
## 1765                                                         
## 1766                                                         
## 1767                                       Lowest Probability
## 1768                                       Lowest Probability
## 1769                                       Lowest Probability
## 1770                                       Lowest Probability
## 1771                                       Lowest Probability
## 1772                                       Lowest Probability
## 1773                                       Lowest Probability
## 1774                                       Lowest Probability
## 1775                                                         
## 1776                                                         
## 1777                                                         
## 1778                                                         
## 1779                                                         
## 1780                                                         
## 1781                                                         
## 1782                                       Lowest Probability
## 1783                                       Lowest Probability
## 1784                                                         
## 1785                                       Lowest Probability
## 1786                                       Lowest Probability
## 1787                                       Lowest Probability
## 1788                                       Lowest Probability
## 1789                                                         
## 1790                                                         
## 1791                                                         
## 1792                                                         
## 1793                                       Lowest Probability
## 1794                                                         
## 1795                                       Lowest Probability
## 1796                                                         
## 1797                                                         
## 1798                                       Lowest Probability
## 1799                                                         
## 1800                                                         
## 1801                                                         
## 1802                                                         
## 1803                                                         
## 1804                                                         
## 1805                                                         
## 1806                                                         
## 1807                                       Lowest Probability
## 1808                                                         
## 1809                                       Lowest Probability
## 1810                                                         
## 1811                                                         
## 1812                                                         
## 1813                                                         
## 1814                                       Lowest Probability
## 1815                                                         
## 1816                                                         
## 1817                                       Lowest Probability
## 1818                                       Lowest Probability
## 1819                                                         
## 1820                                                         
## 1821                                                         
## 1822                                                         
## 1823                                                         
## 1824                                                         
## 1825                                                         
## 1826                                                         
## 1827                                       Lowest Probability
## 1828                                                         
## 1829                                                         
## 1830                                       Lowest Probability
## 1831                                                         
## 1832                                                         
## 1833                                                         
## 1834                                                         
## 1835                                       Lowest Probability
## 1836                                       Lowest Probability
## 1837                                       Lowest Probability
## 1838                                       Lowest Probability
## 1839                                       Lowest Probability
## 1840                                       Lowest Probability
## 1841                                       Lowest Probability
## 1842                                       Lowest Probability
## 1843                                       Lowest Probability
## 1844                                       Lowest Probability
## 1845                                                         
## 1846                                       Lowest Probability
## 1847                                                         
## 1848                                                         
## 1849                                       Lowest Probability
## 1850                                       Lowest Probability
## 1851                                       Lowest Probability
## 1852                                       Lowest Probability
## 1853                                       Lowest Probability
## 1854                                       Lowest Probability
## 1855                                                         
## 1856                                       Lowest Probability
## 1857                                       Lowest Probability
## 1858                                       Lowest Probability
## 1859                                       Lowest Probability
## 1860                                       Lowest Probability
## 1861                                       Lowest Probability
## 1862                                                         
## 1863                                                         
## 1864                                       Lowest Probability
## 1865                                                         
## 1866                                       Lowest Probability
## 1867                                       Lowest Probability
## 1868                                                         
## 1869                                       Lowest Probability
## 1870                                       Lowest Probability
## 1871                                                         
## 1872                                                         
## 1873                                                         
## 1874                                       Lowest Probability
## 1875                                       Lowest Probability
## 1876                                       Lowest Probability
## 1877                                       Lowest Probability
## 1878                                                         
## 1879                                       Lowest Probability
## 1880                                       Lowest Probability
## 1881                                                         
## 1882                                       Lowest Probability
## 1883                                       Lowest Probability
## 1884                                                         
## 1885                                                         
## 1886                                       Lowest Probability
## 1887                                       Lowest Probability
## 1888                                       Lowest Probability
## 1889                                                         
## 1890                                       Lowest Probability
## 1891                                       Lowest Probability
## 1892                                       Lowest Probability
## 1893                                       Lowest Probability
## 1894                                       Lowest Probability
## 1895                                                         
## 1896                                                         
## 1897                                       Lowest Probability
## 1898                                                         
## 1899                                       Lowest Probability
## 1900                                                         
## 1901                                       Lowest Probability
## 1902                                       Lowest Probability
## 1903                                                         
## 1904                                                         
## 1905                                                         
## 1906                                       Lowest Probability
## 1907                                       Lowest Probability
## 1908                                                         
## 1909                                       Lowest Probability
## 1910                                       Lowest Probability
## 1911                                                         
## 1912                                       Lowest Probability
## 1913                                                         
## 1914                                                         
## 1915                                       Lowest Probability
## 1916                                                         
## 1917                                       Lowest Probability
## 1918                                       Lowest Probability
## 1919                                       Lowest Probability
## 1920                                       Lowest Probability
## 1921                                       Lowest Probability
## 1922                                                         
## 1923                                                         
## 1924                                                         
## 1925                                                         
## 1926                                       Lowest Probability
## 1927                                                         
## 1928                                                         
## 1929                                                         
## 1930                                                         
## 1931                                                         
## 1932                                                         
## 1933                                                         
## 1934                                       Lowest Probability
## 1935                                       Lowest Probability
## 1936                                       Lowest Probability
## 1937                                       Lowest Probability
## 1938                                       Lowest Probability
## 1939                                       Lowest Probability
## 1940                                       Lowest Probability
## 1941                                                         
## 1942                                                         
## 1943                                                         
## 1944                                       Lowest Probability
## 1945                                       Lowest Probability
## 1946                                       Lowest Probability
## 1947                                       Lowest Probability
## 1948                                                         
## 1949                                       Lowest Probability
## 1950                                       Lowest Probability
## 1951                                       Lowest Probability
## 1952                                       Lowest Probability
## 1953                                                         
## 1954                                                         
## 1955                                       Lowest Probability
## 1956                                       Lowest Probability
## 1957                                       Lowest Probability
## 1958                                                         
## 1959                                       Lowest Probability
## 1960                                                         
## 1961                                                         
## 1962                                                         
## 1963                                                         
## 1964                                       Lowest Probability
## 1965                                                         
## 1966                                                         
## 1967                                       Lowest Probability
## 1968                                       Lowest Probability
## 1969                                       Lowest Probability
## 1970                                       Lowest Probability
## 1971                                       Lowest Probability
## 1972                                       Lowest Probability
## 1973                                       Lowest Probability
## 1974                                       Lowest Probability
## 1975                                                         
## 1976                                       Lowest Probability
## 1977                                       Lowest Probability
## 1978                                       Lowest Probability
## 1979                                       Lowest Probability
## 1980                                                         
## 1981                                                         
## 1982                                       Lowest Probability
## 1983                                       Lowest Probability
## 1984                                       Lowest Probability
## 1985                                                         
## 1986                                                         
## 1987                                       Lowest Probability
## 1988                                       Lowest Probability
## 1989                                                         
## 1990                                       Lowest Probability
## 1991                                                         
## 1992                                                         
## 1993                                                         
## 1994                                       Lowest Probability
## 1995                                                         
## 1996                                       Lowest Probability
## 1997                                       Lowest Probability
## 1998                                       Lowest Probability
## 1999                                       Lowest Probability
## 2000                                                         
## 2001                                       Lowest Probability
## 2002                                       Lowest Probability
## 2003                                       Lowest Probability
## 2004                                                         
## 2005                                       Lowest Probability
## 2006                                                         
## 2007                                       Lowest Probability
## 2008                                       Lowest Probability
## 2009                                                         
## 2010                                       Lowest Probability
## 2011                                                         
## 2012                                       Lowest Probability
## 2013                                                         
## 2014                                       Lowest Probability
## 2015                                       Lowest Probability
## 2016                                       Lowest Probability
## 2017                                       Lowest Probability
## 2018                                       Lowest Probability
## 2019                                       Lowest Probability
## 2020                                       Lowest Probability
## 2021                                       Lowest Probability
## 2022                                       Lowest Probability
## 2023                                       Lowest Probability
## 2024                                       Lowest Probability
## 2025                                       Lowest Probability
## 2026                                                         
## 2027                                                         
## 2028                                       Lowest Probability
## 2029                                       Lowest Probability
## 2030                    Lowest Probability Lowest Probability
## 2031                                                         
## 2032                                       Lowest Probability
## 2033                                       Lowest Probability
## 2034                                       Lowest Probability
## 2035                                                         
## 2036                                       Lowest Probability
## 2037                                       Lowest Probability
## 2038                                       Lowest Probability
## 2039                                                         
## 2040                                       Lowest Probability
## 2041                                       Lowest Probability
## 2042                                       Lowest Probability
## 2043                                       Lowest Probability
## 2044                                                         
## 2045                                       Lowest Probability
## 2046                                       Lowest Probability
## 2047                                                         
## 2048                                       Lowest Probability
## 2049                                       Lowest Probability
## 2050                                       Lowest Probability
## 2051                                                         
## 2052                                       Lowest Probability
## 2053                                                         
## 2054                                                         
## 2055                                       Lowest Probability
## 2056                                                         
## 2057                                                         
## 2058                                                         
## 2059                                       Lowest Probability
## 2060                                       Lowest Probability
## 2061                                                         
## 2062                                                         
## 2063                                                         
## 2064                                                         
## 2065                                                         
## 2066                                                         
## 2067                                                         
## 2068                                       Lowest Probability
## 2069                                                         
## 2070                                                         
## 2071                                                         
## 2072                                                         
## 2073                                       Lowest Probability
## 2074                                       Lowest Probability
## 2075                                                         
## 2076                                                         
## 2077                                       Lowest Probability
## 2078                                       Lowest Probability
## 2079                                                         
## 2080                                       Lowest Probability
## 2081                                       Lowest Probability
## 2082                                       Lowest Probability
## 2083                                       Lowest Probability
## 2084                                                         
## 2085                                                         
## 2086                                                         
## 2087                                                         
## 2088                                       Lowest Probability
## 2089                                       Lowest Probability
## 2090                                       Lowest Probability
## 2091                                                         
## 2092                                       Lowest Probability
## 2093                                       Lowest Probability
## 2094                                       Lowest Probability
## 2095                                                         
## 2096                                       Lowest Probability
## 2097                                       Lowest Probability
## 2098                                                         
## 2099                                       Lowest Probability
## 2100                                                         
## 2101                                       Lowest Probability
## 2102                                                         
## 2103                                                         
## 2104                                       Lowest Probability
## 2105                                                         
## 2106                                                         
## 2107                                       Lowest Probability
## 2108                                                         
## 2109                                                         
## 2110                                       Lowest Probability
## 2111                                       Lowest Probability
## 2112                                       Lowest Probability
## 2113                                       Lowest Probability
## 2114                                       Lowest Probability
## 2115                                       Lowest Probability
## 2116                                       Lowest Probability
## 2117                                                         
## 2118                                                         
## 2119                                                         
## 2120                                       Lowest Probability
## 2121                                                         
## 2122                                                         
## 2123                                       Lowest Probability
## 2124                                       Lowest Probability
## 2125                                                         
## 2126                                       Lowest Probability
## 2127                                       Lowest Probability
## 2128                                       Lowest Probability
## 2129                                                         
## 2130                                                         
## 2131                                                         
## 2132                                                         
## 2133                                       Lowest Probability
## 2134                                                         
## 2135                                       Lowest Probability
## 2136                                                         
## 2137                                       Lowest Probability
## 2138                                                         
## 2139                                                         
## 2140                                                         
## 2141                                                         
## 2142                                                         
## 2143                                                         
## 2144                                       Lowest Probability
## 2145                                       Lowest Probability
## 2146                                       Lowest Probability
## 2147                                                         
## 2148                                       Lowest Probability
## 2149                                       Lowest Probability
## 2150                                       Lowest Probability
## 2151                                       Lowest Probability
## 2152                                       Lowest Probability
## 2153                                       Lowest Probability
## 2154                                                         
## 2155                                       Lowest Probability
## 2156                                       Lowest Probability
## 2157                                       Lowest Probability
## 2158                                       Lowest Probability
## 2159                                       Lowest Probability
## 2160                                                         
## 2161                                       Lowest Probability
## 2162                                       Lowest Probability
## 2163                                       Lowest Probability
## 2164                                       Lowest Probability
## 2165                                                         
## 2166                                       Lowest Probability
## 2167                                       Lowest Probability
## 2168                                       Lowest Probability
## 2169                                       Lowest Probability
## 2170                                                         
## 2171                                       Lowest Probability
## 2172                                                         
## 2173                                                         
## 2174                                                         
## 2175                                       Lowest Probability
## 2176                                       Lowest Probability
## 2177                                                         
## 2178                                       Lowest Probability
## 2179                                       Lowest Probability
## 2180                                       Lowest Probability
## 2181                                       Lowest Probability
## 2182                                       Lowest Probability
## 2183                                       Lowest Probability
## 2184                                       Lowest Probability
## 2185                                                         
## 2186                                                         
## 2187                                       Lowest Probability
## 2188                                       Lowest Probability
## 2189                                       Lowest Probability
## 2190                                       Lowest Probability
## 2191                                       Lowest Probability
## 2192                                       Lowest Probability
## 2193                                       Lowest Probability
## 2194                                                         
## 2195                                       Lowest Probability
## 2196                                                         
## 2197                                                         
## 2198                                                         
## 2199                                                         
## 2200                                                         
## 2201                                                         
## 2202                                                         
## 2203                                                         
## 2204                                                         
## 2205                                                         
## 2206                                       Lowest Probability
## 2207                                       Lowest Probability
## 2208                                       Lowest Probability
## 2209                                                         
## 2210                                                         
## 2211                                                         
## 2212                                       Lowest Probability
## 2213                                       Lowest Probability
## 2214                                       Lowest Probability
## 2215                                                         
## 2216                                                         
## 2217                                                         
## 2218                                       Lowest Probability
## 2219                                                         
## 2220                                       Lowest Probability
## 2221                                       Lowest Probability
## 2222                                                         
## 2223                                                         
## 2224                                       Lowest Probability
## 2225                                       Lowest Probability
## 2226                                       Lowest Probability
## 2227                                       Lowest Probability
## 2228                                                         
## 2229                                                         
## 2230                                                         
## 2231                                                         
## 2232                                                         
## 2233                                                         
## 2234                                                         
## 2235                                                         
## 2236                                                         
## 2237                                       Lowest Probability
## 2238                                                         
## 2239                                                         
## 2240                                                         
## 2241                                                         
## 2242                                                         
## 2243                                                         
## 2244                                                         
## 2245                                                         
## 2246                                       Lowest Probability
## 2247                                                         
## 2248                                                         
## 2249                                                         
## 2250                                                         
## 2251                                       Lowest Probability
## 2252                                                         
## 2253                                       Lowest Probability
## 2254                                       Lowest Probability
## 2255                                       Lowest Probability
## 2256                                       Lowest Probability
## 2257                                       Lowest Probability
## 2258                                                         
## 2259                                                         
## 2260                                                         
## 2261                                                         
## 2262                                       Lowest Probability
## 2263                                       Lowest Probability
## 2264                                       Lowest Probability
## 2265                                       Lowest Probability
## 2266                                       Lowest Probability
## 2267                                       Lowest Probability
## 2268                                                         
## 2269                                       Lowest Probability
## 2270                                                         
## 2271                                                         
## 2272                                                         
## 2273                                                         
## 2274                                                         
## 2275                                                         
## 2276 Lowest Probability                    Lowest Probability
## 2277                                       Lowest Probability
## 2278                                                         
## 2279                                                         
## 2280                                                         
## 2281                                                         
## 2282                                                         
## 2283                                       Lowest Probability
## 2284                                       Lowest Probability
## 2285                                       Lowest Probability
## 2286                    Lowest Probability                   
## 2287                                                         
## 2288                                       Lowest Probability
## 2289                                       Lowest Probability
## 2290                                       Lowest Probability
## 2291                                       Lowest Probability
## 2292                                       Lowest Probability
## 2293                                       Lowest Probability
## 2294                                       Lowest Probability
## 2295                                                         
## 2296                                       Lowest Probability
## 2297                                       Lowest Probability
## 2298                                                         
## 2299                                                         
## 2300                                       Lowest Probability
## 2301                                       Lowest Probability
## 2302                                       Lowest Probability
## 2303                                       Lowest Probability
## 2304                                       Lowest Probability
## 2305                                       Lowest Probability
## 2306                                                         
## 2307                                                         
## 2308                                       Lowest Probability
## 2309                                       Lowest Probability
## 2310                                       Lowest Probability
## 2311                                       Lowest Probability
## 2312                                       Lowest Probability
## 2313                                                         
## 2314                                                         
## 2315                                                         
## 2316                                                         
## 2317                                                         
## 2318                                                         
## 2319                                                         
## 2320                                                         
## 2321                                                         
## 2322                                                         
## 2323                                       Lowest Probability
## 2324                                                         
## 2325                                       Lowest Probability
## 2326                                       Lowest Probability
## 2327                                                         
## 2328                                       Lowest Probability
## 2329                                       Lowest Probability
## 2330                                       Lowest Probability
## 2331                                       Lowest Probability
## 2332                                       Lowest Probability
## 2333                                       Lowest Probability
## 2334                                                         
## 2335                                       Lowest Probability
## 2336                                                         
## 2337                                       Lowest Probability
## 2338                                                         
## 2339                                                         
## 2340                                       Lowest Probability
## 2341                                       Lowest Probability
## 2342                                       Lowest Probability
## 2343                                       Lowest Probability
## 2344                                                         
## 2345                                                         
## 2346                                                         
## 2347                                       Lowest Probability
## 2348                                                         
## 2349                                       Lowest Probability
## 2350                                                         
## 2351                                                         
## 2352                                                         
## 2353                                                         
## 2354                                       Lowest Probability
## 2355                                       Lowest Probability
## 2356                                       Lowest Probability
## 2357                                                         
## 2358                                       Lowest Probability
## 2359                                                         
## 2360                                       Lowest Probability
## 2361                                       Lowest Probability
## 2362                                       Lowest Probability
## 2363                                                         
## 2364                                       Lowest Probability
## 2365                                                         
## 2366                                                         
## 2367                                                         
## 2368                                                         
## 2369                                                         
## 2370                                                         
## 2371                                                         
## 2372                                       Lowest Probability
## 2373                                       Lowest Probability
## 2374                                       Lowest Probability
## 2375                                       Lowest Probability
## 2376                                                         
## 2377                                       Lowest Probability
## 2378                                       Lowest Probability
## 2379                                       Lowest Probability
## 2380                                       Lowest Probability
## 2381                                       Lowest Probability
## 2382                                       Lowest Probability
## 2383                                       Lowest Probability
## 2384                                       Lowest Probability
## 2385                                       Lowest Probability
## 2386                                       Lowest Probability
## 2387                                       Lowest Probability
## 2388                                       Lowest Probability
## 2389                                       Lowest Probability
## 2390                                       Lowest Probability
## 2391                                       Lowest Probability
## 2392                                       Lowest Probability
## 2393                                       Lowest Probability
## 2394                                       Lowest Probability
## 2395                                       Lowest Probability
## 2396                                       Lowest Probability
## 2397                                       Lowest Probability
## 2398                                       Lowest Probability
## 2399                                       Lowest Probability
## 2400                                       Lowest Probability
## 2401                                       Lowest Probability
## 2402                                       Lowest Probability
## 2403                                                         
## 2404                                                         
## 2405                                                         
## 2406                                                         
## 2407                                                         
## 2408                                                         
## 2409                                                         
## 2410                                       Lowest Probability
## 2411                                                         
## 2412                                       Lowest Probability
## 2413                                       Lowest Probability
## 2414                                       Lowest Probability
## 2415                                       Lowest Probability
## 2416                                                         
## 2417                                                         
## 2418                                                         
## 2419                                       Lowest Probability
## 2420                                                         
## 2421                                       Lowest Probability
## 2422                                       Lowest Probability
## 2423                                       Lowest Probability
## 2424                                                         
## 2425                                                         
## 2426                                                         
## 2427                                                         
## 2428                                       Lowest Probability
## 2429                                                         
## 2430                                                         
## 2431                                       Lowest Probability
## 2432                                                         
## 2433                                                         
## 2434                                                         
## 2435                                                         
## 2436                                                         
## 2437                                                         
## 2438                                       Lowest Probability
## 2439                                                         
## 2440                                       Lowest Probability
## 2441                                       Lowest Probability
## 2442                                                         
## 2443                                                         
## 2444                                       Lowest Probability
## 2445                                       Lowest Probability
## 2446                                       Lowest Probability
## 2447                                       Lowest Probability
## 2448                                                         
## 2449                                                         
## 2450                                                         
## 2451                                       Lowest Probability
## 2452                                                         
## 2453                                                         
## 2454                                                         
## 2455                                                         
## 2456                                       Lowest Probability
## 2457                                                         
## 2458                                       Lowest Probability
## 2459                                                         
## 2460                                                         
## 2461                                       Lowest Probability
## 2462                                       Lowest Probability
## 2463                                       Lowest Probability
## 2464                                       Lowest Probability
## 2465                                                         
## 2466                                                         
## 2467                                                         
## 2468                                                         
## 2469                                                         
## 2470                                                         
## 2471                                       Lowest Probability
## 2472                                       Lowest Probability
## 2473                                       Lowest Probability
## 2474                                       Lowest Probability
## 2475                                       Lowest Probability
## 2476                                                         
## 2477                                                         
## 2478                                                         
## 2479                                                         
## 2480                                       Lowest Probability
## 2481                                       Lowest Probability
## 2482                                       Lowest Probability
## 2483                                       Lowest Probability
## 2484                                       Lowest Probability
## 2485                                       Lowest Probability
## 2486                                                         
## 2487                                                         
## 2488                                       Lowest Probability
## 2489                                       Lowest Probability
## 2490                                       Lowest Probability
## 2491                                       Lowest Probability
## 2492                                       Lowest Probability
## 2493                                       Lowest Probability
## 2494                                       Lowest Probability
## 2495                                       Lowest Probability
## 2496                                                         
## 2497                                                         
## 2498                                       Lowest Probability
## 2499                                                         
## 2500                                                         
## 2501                                                         
## 2502                                       Lowest Probability
## 2503                                       Lowest Probability
## 2504                                       Lowest Probability
## 2505                                                         
## 2506                                       Lowest Probability
## 2507                                       Lowest Probability
## 2508                                                         
## 2509                                       Lowest Probability
## 2510                                       Lowest Probability
## 2511                                                         
## 2512                                                         
## 2513                                                         
## 2514                                                         
## 2515                                       Lowest Probability
## 2516                                                         
## 2517                                       Lowest Probability
## 2518                                       Lowest Probability
## 2519                                       Lowest Probability
## 2520                                       Lowest Probability
## 2521                                       Lowest Probability
## 2522                                       Lowest Probability
## 2523                                       Lowest Probability
## 2524                                       Lowest Probability
## 2525                                                         
## 2526                                                         
## 2527                                       Lowest Probability
## 2528                                       Lowest Probability
## 2529                                       Lowest Probability
## 2530

visualization of all groupings

# Visualization 1
# For example, a bar plot for 'company_location'
barplot(grouped_df1$mean_rating, names.arg = grouped_df1$company_location, main = "Mean Rating by Company Location", col = "skyblue")

# Visualization 2
# For example, a scatter plot for 'cocoa_percent'
plot(grouped_df2$cocoa_percent, grouped_df2$mean_rating, main = "Mean Rating by Cocoa Percent", xlab = "Cocoa Percent", ylab = "Mean Rating", col = "green")

# Visualization 3
# For example, a boxplot for 'specific_bean_origin_or_bar_name'
boxplot(rating ~ specific_bean_origin_or_bar_name, data = data, main = "Rating Distribution by Bean Origin or Bar Name", col = "lightpink")

Grouping 1: Company Location

Hypothesis: Chocolates produced by companies in different locations could receive varying average ratings due to potential regional influences.

Observations: Analyzing average ratings by company location reveals variations in perceived quality. This hints at a possible link between geographical origin and consumer preferences. Further investigation could explore factors like:

Grouping 2: Cocoa Percentage

Hypothesis: The cocoa percentage in a chocolate bar may directly impact its overall rating.

Observations: Plotting average ratings against cocoa percentage showcases an interesting trend. Chocolates with certain cocoa levels seem to garner higher or lower ratings on average. This suggests cocoa content plays a role in shaping consumer perception.

Further Exploration: Deepening the analysis could shed light on:

Grouping 3: Bean Origin or Bar Name

Hypothesis: Specific bean origins or bar names might indicate distinct taste profiles and influence ratings.

Observations: Examining rating distributions for different bean origins or bar names reveals variations in perceived quality. Certain origins or bar names have higher median ratings, suggesting these factors contribute to the overall chocolate experience.

Further Analysis: Investigating specific flavor notes associated with each origin or bar name could provide insightful data on:

Finding a Combination that Does Not Exist

# Assuming 'your_data' is the name of your dataset
library(dplyr)

# Generate all possible combinations using unique values from your dataset
all_combinations <- expand.grid(
  country_of_bean_origin = unique(data$country_of_bean_origin),
  company_location = unique(data$company_location)
)

# Identify missing combinations
missing_combinations <- anti_join(all_combinations, data, by = c("country_of_bean_origin", "company_location"))

# Display missing combinations
missing_combinations
##      country_of_bean_origin      company_location
## 1                     Burma                U.S.A.
## 2                      Cuba                U.S.A.
## 3                      Togo                U.S.A.
## 4                  Sao Tome                U.S.A.
## 5                   Vanuatu                U.S.A.
## 6                  Malaysia                U.S.A.
## 7                 Sri Lanka                U.S.A.
## 8                     Gabon                U.S.A.
## 9                    Taiwan                U.S.A.
## 10               Martinique                U.S.A.
## 11                St. Lucia                U.S.A.
## 12                Australia                U.S.A.
## 13    St.Vincent-Grenadines                U.S.A.
## 14                 Thailand                U.S.A.
## 15                   Tobago                U.S.A.
## 16                  Sumatra                U.S.A.
## 17              El Salvador                U.S.A.
## 18                    Samoa                U.S.A.
## 19                    China                U.S.A.
## 20                 Principe                U.S.A.
## 21                 Sulawesi                U.S.A.
## 22                 Suriname                U.S.A.
## 23                 DR Congo                U.S.A.
## 24                     Fiji                France
## 25                   Uganda                France
## 26                    India                France
## 27                 Honduras                France
## 28               Costa Rica                France
## 29                    Congo                France
## 30              Philippines                France
## 31          Solomon Islands                France
## 32                 Malaysia                France
## 33                   Taiwan                France
## 34              Puerto Rico                France
## 35               Martinique                France
## 36                St. Lucia                France
## 37                Australia                France
## 38                  Liberia                France
## 39             Sierra Leone                France
## 40                   U.S.A.                France
## 41                  Nigeria                France
## 42    St.Vincent-Grenadines                France
## 43                 Thailand                France
## 44                  Sumatra                France
## 45              El Salvador                France
## 46                 Cameroon                France
## 47                    Samoa                France
## 48                    China                France
## 49                 Principe                France
## 50                 Sulawesi                France
## 51                 Suriname                France
## 52                 DR Congo                France
## 53                 Tanzania                  Fiji
## 54       Dominican Republic                  Fiji
## 55               Madagascar                  Fiji
## 56                Venezuela                  Fiji
## 57                   Uganda                  Fiji
## 58                    India                  Fiji
## 59                  Bolivia                  Fiji
## 60                     Peru                  Fiji
## 61                   Panama                  Fiji
## 62                 Colombia                  Fiji
## 63                    Burma                  Fiji
## 64                   Brazil                  Fiji
## 65         Papua New Guinea                  Fiji
## 66                  Ecuador                  Fiji
## 67                     Cuba                  Fiji
## 68                     Togo                  Fiji
## 69                 Sao Tome                  Fiji
## 70                   Mexico                  Fiji
## 71                  Vanuatu                  Fiji
## 72                Indonesia                  Fiji
## 73                 Trinidad                  Fiji
## 74                  Vietnam                  Fiji
## 75                Nicaragua                  Fiji
## 76                    Ghana                  Fiji
## 77                   Belize                  Fiji
## 78                    Blend                  Fiji
## 79                  Jamaica                  Fiji
## 80                  Grenada                  Fiji
## 81                Guatemala                  Fiji
## 82                 Honduras                  Fiji
## 83               Costa Rica                  Fiji
## 84                    Haiti                  Fiji
## 85                    Congo                  Fiji
## 86              Philippines                  Fiji
## 87          Solomon Islands                  Fiji
## 88                 Malaysia                  Fiji
## 89                Sri Lanka                  Fiji
## 90              Ivory Coast                  Fiji
## 91                    Gabon                  Fiji
## 92                   Taiwan                  Fiji
## 93              Puerto Rico                  Fiji
## 94               Martinique                  Fiji
## 95                St. Lucia                  Fiji
## 96                Australia                  Fiji
## 97                  Liberia                  Fiji
## 98             Sierra Leone                  Fiji
## 99                   U.S.A.                  Fiji
## 100                 Nigeria                  Fiji
## 101   St.Vincent-Grenadines                  Fiji
## 102                Thailand                  Fiji
## 103                  Tobago                  Fiji
## 104     Sao Tome & Principe                  Fiji
## 105                 Sumatra                  Fiji
## 106             El Salvador                  Fiji
## 107                Cameroon                  Fiji
## 108                   Samoa                  Fiji
## 109                   China                  Fiji
## 110                Principe                  Fiji
## 111                Sulawesi                  Fiji
## 112                Suriname                  Fiji
## 113                DR Congo                  Fiji
## 114                Tanzania               Vanuatu
## 115      Dominican Republic               Vanuatu
## 116              Madagascar               Vanuatu
## 117                    Fiji               Vanuatu
## 118               Venezuela               Vanuatu
## 119                  Uganda               Vanuatu
## 120                   India               Vanuatu
## 121                 Bolivia               Vanuatu
## 122                    Peru               Vanuatu
## 123                  Panama               Vanuatu
## 124                Colombia               Vanuatu
## 125                   Burma               Vanuatu
## 126                  Brazil               Vanuatu
## 127        Papua New Guinea               Vanuatu
## 128                 Ecuador               Vanuatu
## 129                    Cuba               Vanuatu
## 130                    Togo               Vanuatu
## 131                Sao Tome               Vanuatu
## 132                  Mexico               Vanuatu
## 133               Indonesia               Vanuatu
## 134                Trinidad               Vanuatu
## 135                 Vietnam               Vanuatu
## 136               Nicaragua               Vanuatu
## 137                   Ghana               Vanuatu
## 138                  Belize               Vanuatu
## 139                   Blend               Vanuatu
## 140                 Jamaica               Vanuatu
## 141                 Grenada               Vanuatu
## 142               Guatemala               Vanuatu
## 143                Honduras               Vanuatu
## 144              Costa Rica               Vanuatu
## 145                   Haiti               Vanuatu
## 146                   Congo               Vanuatu
## 147             Philippines               Vanuatu
## 148         Solomon Islands               Vanuatu
## 149                Malaysia               Vanuatu
## 150               Sri Lanka               Vanuatu
## 151             Ivory Coast               Vanuatu
## 152                   Gabon               Vanuatu
## 153                  Taiwan               Vanuatu
## 154             Puerto Rico               Vanuatu
## 155              Martinique               Vanuatu
## 156               St. Lucia               Vanuatu
## 157               Australia               Vanuatu
## 158                 Liberia               Vanuatu
## 159            Sierra Leone               Vanuatu
## 160                  U.S.A.               Vanuatu
## 161                 Nigeria               Vanuatu
## 162   St.Vincent-Grenadines               Vanuatu
## 163                Thailand               Vanuatu
## 164                  Tobago               Vanuatu
## 165     Sao Tome & Principe               Vanuatu
## 166                 Sumatra               Vanuatu
## 167             El Salvador               Vanuatu
## 168                Cameroon               Vanuatu
## 169                   Samoa               Vanuatu
## 170                   China               Vanuatu
## 171                Principe               Vanuatu
## 172                Sulawesi               Vanuatu
## 173                Suriname               Vanuatu
## 174                DR Congo               Vanuatu
## 175                Tanzania               Ecuador
## 176      Dominican Republic               Ecuador
## 177              Madagascar               Ecuador
## 178                    Fiji               Ecuador
## 179               Venezuela               Ecuador
## 180                  Uganda               Ecuador
## 181                   India               Ecuador
## 182                 Bolivia               Ecuador
## 183                  Panama               Ecuador
## 184                   Burma               Ecuador
## 185                  Brazil               Ecuador
## 186        Papua New Guinea               Ecuador
## 187                    Cuba               Ecuador
## 188                    Togo               Ecuador
## 189                Sao Tome               Ecuador
## 190                  Mexico               Ecuador
## 191                 Vanuatu               Ecuador
## 192               Indonesia               Ecuador
## 193                Trinidad               Ecuador
## 194                 Vietnam               Ecuador
## 195               Nicaragua               Ecuador
## 196                   Ghana               Ecuador
## 197                  Belize               Ecuador
## 198                   Blend               Ecuador
## 199                 Jamaica               Ecuador
## 200                 Grenada               Ecuador
## 201               Guatemala               Ecuador
## 202                Honduras               Ecuador
## 203              Costa Rica               Ecuador
## 204                   Haiti               Ecuador
## 205                   Congo               Ecuador
## 206             Philippines               Ecuador
## 207         Solomon Islands               Ecuador
## 208                Malaysia               Ecuador
## 209               Sri Lanka               Ecuador
## 210             Ivory Coast               Ecuador
## 211                   Gabon               Ecuador
## 212                  Taiwan               Ecuador
## 213             Puerto Rico               Ecuador
## 214              Martinique               Ecuador
## 215               St. Lucia               Ecuador
## 216               Australia               Ecuador
## 217                 Liberia               Ecuador
## 218            Sierra Leone               Ecuador
## 219                  U.S.A.               Ecuador
## 220                 Nigeria               Ecuador
## 221   St.Vincent-Grenadines               Ecuador
## 222                Thailand               Ecuador
## 223                  Tobago               Ecuador
## 224     Sao Tome & Principe               Ecuador
## 225                 Sumatra               Ecuador
## 226             El Salvador               Ecuador
## 227                Cameroon               Ecuador
## 228                   Samoa               Ecuador
## 229                   China               Ecuador
## 230                Principe               Ecuador
## 231                Sulawesi               Ecuador
## 232                Suriname               Ecuador
## 233                DR Congo               Ecuador
## 234                Tanzania                Mexico
## 235      Dominican Republic                Mexico
## 236              Madagascar                Mexico
## 237                    Fiji                Mexico
## 238               Venezuela                Mexico
## 239                  Uganda                Mexico
## 240                   India                Mexico
## 241                 Bolivia                Mexico
## 242                    Peru                Mexico
## 243                  Panama                Mexico
## 244                Colombia                Mexico
## 245                   Burma                Mexico
## 246                  Brazil                Mexico
## 247        Papua New Guinea                Mexico
## 248                 Ecuador                Mexico
## 249                    Cuba                Mexico
## 250                    Togo                Mexico
## 251                Sao Tome                Mexico
## 252                 Vanuatu                Mexico
## 253               Indonesia                Mexico
## 254                Trinidad                Mexico
## 255                 Vietnam                Mexico
## 256               Nicaragua                Mexico
## 257                   Ghana                Mexico
## 258                  Belize                Mexico
## 259                   Blend                Mexico
## 260                 Jamaica                Mexico
## 261                 Grenada                Mexico
## 262               Guatemala                Mexico
## 263                Honduras                Mexico
## 264              Costa Rica                Mexico
## 265                   Haiti                Mexico
## 266                   Congo                Mexico
## 267             Philippines                Mexico
## 268         Solomon Islands                Mexico
## 269                Malaysia                Mexico
## 270               Sri Lanka                Mexico
## 271             Ivory Coast                Mexico
## 272                   Gabon                Mexico
## 273                  Taiwan                Mexico
## 274             Puerto Rico                Mexico
## 275              Martinique                Mexico
## 276               St. Lucia                Mexico
## 277               Australia                Mexico
## 278                 Liberia                Mexico
## 279            Sierra Leone                Mexico
## 280                  U.S.A.                Mexico
## 281                 Nigeria                Mexico
## 282   St.Vincent-Grenadines                Mexico
## 283                Thailand                Mexico
## 284                  Tobago                Mexico
## 285     Sao Tome & Principe                Mexico
## 286                 Sumatra                Mexico
## 287             El Salvador                Mexico
## 288                Cameroon                Mexico
## 289                   Samoa                Mexico
## 290                   China                Mexico
## 291                Principe                Mexico
## 292                Sulawesi                Mexico
## 293                Suriname                Mexico
## 294                DR Congo                Mexico
## 295                    Fiji                  U.K.
## 296                   Burma                  U.K.
## 297                    Cuba                  U.K.
## 298                    Togo                  U.K.
## 299                  Mexico                  U.K.
## 300                   Ghana                  U.K.
## 301               Sri Lanka                  U.K.
## 302             Ivory Coast                  U.K.
## 303                   Gabon                  U.K.
## 304                  Taiwan                  U.K.
## 305             Puerto Rico                  U.K.
## 306              Martinique                  U.K.
## 307               Australia                  U.K.
## 308                 Liberia                  U.K.
## 309            Sierra Leone                  U.K.
## 310                  U.S.A.                  U.K.
## 311   St.Vincent-Grenadines                  U.K.
## 312                Thailand                  U.K.
## 313                  Tobago                  U.K.
## 314     Sao Tome & Principe                  U.K.
## 315                 Sumatra                  U.K.
## 316             El Salvador                  U.K.
## 317                Cameroon                  U.K.
## 318                   Samoa                  U.K.
## 319                   China                  U.K.
## 320                Principe                  U.K.
## 321                Sulawesi                  U.K.
## 322                Suriname                  U.K.
## 323                DR Congo                  U.K.
## 324      Dominican Republic           Netherlands
## 325              Madagascar           Netherlands
## 326                    Fiji           Netherlands
## 327                  Uganda           Netherlands
## 328                   India           Netherlands
## 329                 Bolivia           Netherlands
## 330                    Peru           Netherlands
## 331                  Panama           Netherlands
## 332                   Burma           Netherlands
## 333                  Brazil           Netherlands
## 334        Papua New Guinea           Netherlands
## 335                    Cuba           Netherlands
## 336                    Togo           Netherlands
## 337                Sao Tome           Netherlands
## 338                  Mexico           Netherlands
## 339                 Vanuatu           Netherlands
## 340                Trinidad           Netherlands
## 341                   Ghana           Netherlands
## 342                  Belize           Netherlands
## 343                 Jamaica           Netherlands
## 344                 Grenada           Netherlands
## 345               Guatemala           Netherlands
## 346                Honduras           Netherlands
## 347              Costa Rica           Netherlands
## 348                   Haiti           Netherlands
## 349                   Congo           Netherlands
## 350             Philippines           Netherlands
## 351         Solomon Islands           Netherlands
## 352                Malaysia           Netherlands
## 353               Sri Lanka           Netherlands
## 354             Ivory Coast           Netherlands
## 355                   Gabon           Netherlands
## 356                  Taiwan           Netherlands
## 357             Puerto Rico           Netherlands
## 358              Martinique           Netherlands
## 359               St. Lucia           Netherlands
## 360               Australia           Netherlands
## 361                 Liberia           Netherlands
## 362            Sierra Leone           Netherlands
## 363                  U.S.A.           Netherlands
## 364                 Nigeria           Netherlands
## 365   St.Vincent-Grenadines           Netherlands
## 366                Thailand           Netherlands
## 367                  Tobago           Netherlands
## 368     Sao Tome & Principe           Netherlands
## 369                 Sumatra           Netherlands
## 370             El Salvador           Netherlands
## 371                Cameroon           Netherlands
## 372                   Samoa           Netherlands
## 373                   China           Netherlands
## 374                Principe           Netherlands
## 375                Sulawesi           Netherlands
## 376                Suriname           Netherlands
## 377                DR Congo           Netherlands
## 378                  Uganda                 Spain
## 379                   India                 Spain
## 380                  Panama                 Spain
## 381                   Burma                 Spain
## 382                  Brazil                 Spain
## 383                    Cuba                 Spain
## 384                    Togo                 Spain
## 385                Sao Tome                 Spain
## 386                 Vanuatu                 Spain
## 387               Indonesia                 Spain
## 388                Trinidad                 Spain
## 389                 Vietnam                 Spain
## 390                 Jamaica                 Spain
## 391               Guatemala                 Spain
## 392                Honduras                 Spain
## 393              Costa Rica                 Spain
## 394                   Haiti                 Spain
## 395         Solomon Islands                 Spain
## 396                Malaysia                 Spain
## 397               Sri Lanka                 Spain
## 398             Ivory Coast                 Spain
## 399                   Gabon                 Spain
## 400                  Taiwan                 Spain
## 401             Puerto Rico                 Spain
## 402              Martinique                 Spain
## 403               St. Lucia                 Spain
## 404               Australia                 Spain
## 405                 Liberia                 Spain
## 406            Sierra Leone                 Spain
## 407                  U.S.A.                 Spain
## 408                 Nigeria                 Spain
## 409   St.Vincent-Grenadines                 Spain
## 410                Thailand                 Spain
## 411                  Tobago                 Spain
## 412     Sao Tome & Principe                 Spain
## 413                 Sumatra                 Spain
## 414             El Salvador                 Spain
## 415                Cameroon                 Spain
## 416                   Samoa                 Spain
## 417                   China                 Spain
## 418                Principe                 Spain
## 419                Sulawesi                 Spain
## 420                Suriname                 Spain
## 421                DR Congo                 Spain
## 422                Tanzania                Russia
## 423      Dominican Republic                Russia
## 424              Madagascar                Russia
## 425                    Fiji                Russia
## 426               Venezuela                Russia
## 427                  Uganda                Russia
## 428                   India                Russia
## 429                 Bolivia                Russia
## 430                  Panama                Russia
## 431                Colombia                Russia
## 432                   Burma                Russia
## 433                  Brazil                Russia
## 434        Papua New Guinea                Russia
## 435                    Cuba                Russia
## 436                    Togo                Russia
## 437                Sao Tome                Russia
## 438                  Mexico                Russia
## 439                 Vanuatu                Russia
## 440               Indonesia                Russia
## 441                Trinidad                Russia
## 442                 Vietnam                Russia
## 443               Nicaragua                Russia
## 444                   Ghana                Russia
## 445                  Belize                Russia
## 446                   Blend                Russia
## 447                 Jamaica                Russia
## 448                 Grenada                Russia
## 449               Guatemala                Russia
## 450                Honduras                Russia
## 451              Costa Rica                Russia
## 452                   Haiti                Russia
## 453                   Congo                Russia
## 454             Philippines                Russia
## 455         Solomon Islands                Russia
## 456                Malaysia                Russia
## 457               Sri Lanka                Russia
## 458             Ivory Coast                Russia
## 459                   Gabon                Russia
## 460                  Taiwan                Russia
## 461             Puerto Rico                Russia
## 462              Martinique                Russia
## 463               St. Lucia                Russia
## 464               Australia                Russia
## 465                 Liberia                Russia
## 466            Sierra Leone                Russia
## 467                  U.S.A.                Russia
## 468                 Nigeria                Russia
## 469   St.Vincent-Grenadines                Russia
## 470                Thailand                Russia
## 471                  Tobago                Russia
## 472     Sao Tome & Principe                Russia
## 473                 Sumatra                Russia
## 474             El Salvador                Russia
## 475                Cameroon                Russia
## 476                   Samoa                Russia
## 477                   China                Russia
## 478                Principe                Russia
## 479                Sulawesi                Russia
## 480                Suriname                Russia
## 481                DR Congo                Russia
## 482                Tanzania                  Peru
## 483      Dominican Republic                  Peru
## 484              Madagascar                  Peru
## 485                    Fiji                  Peru
## 486               Venezuela                  Peru
## 487                  Uganda                  Peru
## 488                   India                  Peru
## 489                 Bolivia                  Peru
## 490                  Panama                  Peru
## 491                Colombia                  Peru
## 492                   Burma                  Peru
## 493                  Brazil                  Peru
## 494        Papua New Guinea                  Peru
## 495                 Ecuador                  Peru
## 496                    Cuba                  Peru
## 497                    Togo                  Peru
## 498                Sao Tome                  Peru
## 499                  Mexico                  Peru
## 500                 Vanuatu                  Peru
## 501               Indonesia                  Peru
## 502                Trinidad                  Peru
## 503                 Vietnam                  Peru
## 504               Nicaragua                  Peru
## 505                   Ghana                  Peru
## 506                  Belize                  Peru
## 507                   Blend                  Peru
## 508                 Jamaica                  Peru
## 509                 Grenada                  Peru
## 510               Guatemala                  Peru
## 511                Honduras                  Peru
## 512              Costa Rica                  Peru
## 513                   Haiti                  Peru
## 514                   Congo                  Peru
## 515             Philippines                  Peru
## 516         Solomon Islands                  Peru
## 517                Malaysia                  Peru
## 518               Sri Lanka                  Peru
## 519             Ivory Coast                  Peru
## 520                   Gabon                  Peru
## 521                  Taiwan                  Peru
## 522             Puerto Rico                  Peru
## 523              Martinique                  Peru
## 524               St. Lucia                  Peru
## 525               Australia                  Peru
## 526                 Liberia                  Peru
## 527            Sierra Leone                  Peru
## 528                  U.S.A.                  Peru
## 529                 Nigeria                  Peru
## 530   St.Vincent-Grenadines                  Peru
## 531                Thailand                  Peru
## 532                  Tobago                  Peru
## 533     Sao Tome & Principe                  Peru
## 534                 Sumatra                  Peru
## 535             El Salvador                  Peru
## 536                Cameroon                  Peru
## 537                   Samoa                  Peru
## 538                   China                  Peru
## 539                Principe                  Peru
## 540                Sulawesi                  Peru
## 541                Suriname                  Peru
## 542                DR Congo                  Peru
## 543                  Panama                Canada
## 544                   Burma                Canada
## 545                    Cuba                Canada
## 546                    Togo                Canada
## 547                Sao Tome                Canada
## 548              Costa Rica                Canada
## 549                   Congo                Canada
## 550         Solomon Islands                Canada
## 551                Malaysia                Canada
## 552               Sri Lanka                Canada
## 553             Ivory Coast                Canada
## 554                   Gabon                Canada
## 555                  Taiwan                Canada
## 556             Puerto Rico                Canada
## 557              Martinique                Canada
## 558               St. Lucia                Canada
## 559               Australia                Canada
## 560                 Liberia                Canada
## 561            Sierra Leone                Canada
## 562                 Nigeria                Canada
## 563   St.Vincent-Grenadines                Canada
## 564                Thailand                Canada
## 565                  Tobago                Canada
## 566     Sao Tome & Principe                Canada
## 567                 Sumatra                Canada
## 568             El Salvador                Canada
## 569                Cameroon                Canada
## 570                   Samoa                Canada
## 571                   China                Canada
## 572                Principe                Canada
## 573                Sulawesi                Canada
## 574                Suriname                Canada
## 575                DR Congo                Canada
## 576                    Fiji                 Italy
## 577                  Uganda                 Italy
## 578                 Bolivia                 Italy
## 579                  Panama                 Italy
## 580                   Burma                 Italy
## 581                    Togo                 Italy
## 582                  Mexico                 Italy
## 583                 Vanuatu                 Italy
## 584               Guatemala                 Italy
## 585              Costa Rica                 Italy
## 586                   Congo                 Italy
## 587         Solomon Islands                 Italy
## 588                Malaysia                 Italy
## 589               Sri Lanka                 Italy
## 590             Ivory Coast                 Italy
## 591                   Gabon                 Italy
## 592                  Taiwan                 Italy
## 593             Puerto Rico                 Italy
## 594              Martinique                 Italy
## 595               St. Lucia                 Italy
## 596               Australia                 Italy
## 597                 Liberia                 Italy
## 598            Sierra Leone                 Italy
## 599                  U.S.A.                 Italy
## 600                 Nigeria                 Italy
## 601   St.Vincent-Grenadines                 Italy
## 602                Thailand                 Italy
## 603                  Tobago                 Italy
## 604     Sao Tome & Principe                 Italy
## 605                 Sumatra                 Italy
## 606             El Salvador                 Italy
## 607                Cameroon                 Italy
## 608                   Samoa                 Italy
## 609                   China                 Italy
## 610                Principe                 Italy
## 611                Sulawesi                 Italy
## 612                Suriname                 Italy
## 613                DR Congo                 Italy
## 614                Tanzania                Brazil
## 615      Dominican Republic                Brazil
## 616              Madagascar                Brazil
## 617                    Fiji                Brazil
## 618               Venezuela                Brazil
## 619                  Uganda                Brazil
## 620                   India                Brazil
## 621                 Bolivia                Brazil
## 622                    Peru                Brazil
## 623                  Panama                Brazil
## 624                Colombia                Brazil
## 625                   Burma                Brazil
## 626        Papua New Guinea                Brazil
## 627                 Ecuador                Brazil
## 628                    Cuba                Brazil
## 629                    Togo                Brazil
## 630                Sao Tome                Brazil
## 631                  Mexico                Brazil
## 632                 Vanuatu                Brazil
## 633               Indonesia                Brazil
## 634                Trinidad                Brazil
## 635                 Vietnam                Brazil
## 636               Nicaragua                Brazil
## 637                   Ghana                Brazil
## 638                  Belize                Brazil
## 639                   Blend                Brazil
## 640                 Jamaica                Brazil
## 641                 Grenada                Brazil
## 642               Guatemala                Brazil
## 643                Honduras                Brazil
## 644              Costa Rica                Brazil
## 645                   Haiti                Brazil
## 646                   Congo                Brazil
## 647             Philippines                Brazil
## 648         Solomon Islands                Brazil
## 649                Malaysia                Brazil
## 650               Sri Lanka                Brazil
## 651             Ivory Coast                Brazil
## 652                   Gabon                Brazil
## 653                  Taiwan                Brazil
## 654              Martinique                Brazil
## 655               St. Lucia                Brazil
## 656               Australia                Brazil
## 657                 Liberia                Brazil
## 658            Sierra Leone                Brazil
## 659                  U.S.A.                Brazil
## 660                 Nigeria                Brazil
## 661   St.Vincent-Grenadines                Brazil
## 662                Thailand                Brazil
## 663                  Tobago                Brazil
## 664     Sao Tome & Principe                Brazil
## 665                 Sumatra                Brazil
## 666             El Salvador                Brazil
## 667                Cameroon                Brazil
## 668                   Samoa                Brazil
## 669                   China                Brazil
## 670                Principe                Brazil
## 671                Sulawesi                Brazil
## 672                Suriname                Brazil
## 673                DR Congo                Brazil
## 674                Tanzania             Nicaragua
## 675      Dominican Republic             Nicaragua
## 676              Madagascar             Nicaragua
## 677                    Fiji             Nicaragua
## 678               Venezuela             Nicaragua
## 679                  Uganda             Nicaragua
## 680                   India             Nicaragua
## 681                 Bolivia             Nicaragua
## 682                    Peru             Nicaragua
## 683                  Panama             Nicaragua
## 684                Colombia             Nicaragua
## 685                   Burma             Nicaragua
## 686                  Brazil             Nicaragua
## 687        Papua New Guinea             Nicaragua
## 688                    Cuba             Nicaragua
## 689                    Togo             Nicaragua
## 690                Sao Tome             Nicaragua
## 691                  Mexico             Nicaragua
## 692                 Vanuatu             Nicaragua
## 693               Indonesia             Nicaragua
## 694                Trinidad             Nicaragua
## 695                 Vietnam             Nicaragua
## 696                   Ghana             Nicaragua
## 697                  Belize             Nicaragua
## 698                   Blend             Nicaragua
## 699                 Jamaica             Nicaragua
## 700                 Grenada             Nicaragua
## 701               Guatemala             Nicaragua
## 702                Honduras             Nicaragua
## 703              Costa Rica             Nicaragua
## 704                   Haiti             Nicaragua
## 705                   Congo             Nicaragua
## 706             Philippines             Nicaragua
## 707         Solomon Islands             Nicaragua
## 708                Malaysia             Nicaragua
## 709               Sri Lanka             Nicaragua
## 710             Ivory Coast             Nicaragua
## 711                   Gabon             Nicaragua
## 712                  Taiwan             Nicaragua
## 713             Puerto Rico             Nicaragua
## 714              Martinique             Nicaragua
## 715               St. Lucia             Nicaragua
## 716               Australia             Nicaragua
## 717                 Liberia             Nicaragua
## 718            Sierra Leone             Nicaragua
## 719                  U.S.A.             Nicaragua
## 720                 Nigeria             Nicaragua
## 721   St.Vincent-Grenadines             Nicaragua
## 722                Thailand             Nicaragua
## 723                  Tobago             Nicaragua
## 724     Sao Tome & Principe             Nicaragua
## 725                 Sumatra             Nicaragua
## 726             El Salvador             Nicaragua
## 727                Cameroon             Nicaragua
## 728                   Samoa             Nicaragua
## 729                   China             Nicaragua
## 730                Principe             Nicaragua
## 731                Sulawesi             Nicaragua
## 732                Suriname             Nicaragua
## 733                DR Congo             Nicaragua
## 734                  Uganda             Australia
## 735                   India             Australia
## 736                  Panama             Australia
## 737                Colombia             Australia
## 738                   Burma             Australia
## 739                    Cuba             Australia
## 740                    Togo             Australia
## 741                Sao Tome             Australia
## 742                  Mexico             Australia
## 743               Indonesia             Australia
## 744               Nicaragua             Australia
## 745                   Ghana             Australia
## 746                 Jamaica             Australia
## 747                 Grenada             Australia
## 748                Honduras             Australia
## 749              Costa Rica             Australia
## 750                   Congo             Australia
## 751             Philippines             Australia
## 752                Malaysia             Australia
## 753               Sri Lanka             Australia
## 754             Ivory Coast             Australia
## 755                   Gabon             Australia
## 756                  Taiwan             Australia
## 757             Puerto Rico             Australia
## 758              Martinique             Australia
## 759               St. Lucia             Australia
## 760                 Liberia             Australia
## 761            Sierra Leone             Australia
## 762                  U.S.A.             Australia
## 763                 Nigeria             Australia
## 764   St.Vincent-Grenadines             Australia
## 765                Thailand             Australia
## 766                  Tobago             Australia
## 767     Sao Tome & Principe             Australia
## 768                 Sumatra             Australia
## 769             El Salvador             Australia
## 770                Cameroon             Australia
## 771                   Samoa             Australia
## 772                   China             Australia
## 773                Principe             Australia
## 774                Sulawesi             Australia
## 775                Suriname             Australia
## 776                DR Congo             Australia
## 777                Tanzania           Philippines
## 778      Dominican Republic           Philippines
## 779              Madagascar           Philippines
## 780                    Fiji           Philippines
## 781               Venezuela           Philippines
## 782                  Uganda           Philippines
## 783                   India           Philippines
## 784                 Bolivia           Philippines
## 785                    Peru           Philippines
## 786                  Panama           Philippines
## 787                Colombia           Philippines
## 788                   Burma           Philippines
## 789                  Brazil           Philippines
## 790        Papua New Guinea           Philippines
## 791                 Ecuador           Philippines
## 792                    Cuba           Philippines
## 793                    Togo           Philippines
## 794                Sao Tome           Philippines
## 795                  Mexico           Philippines
## 796                 Vanuatu           Philippines
## 797               Indonesia           Philippines
## 798                Trinidad           Philippines
## 799                 Vietnam           Philippines
## 800               Nicaragua           Philippines
## 801                   Ghana           Philippines
## 802                  Belize           Philippines
## 803                   Blend           Philippines
## 804                 Jamaica           Philippines
## 805                 Grenada           Philippines
## 806               Guatemala           Philippines
## 807                Honduras           Philippines
## 808              Costa Rica           Philippines
## 809                   Haiti           Philippines
## 810                   Congo           Philippines
## 811         Solomon Islands           Philippines
## 812                Malaysia           Philippines
## 813               Sri Lanka           Philippines
## 814             Ivory Coast           Philippines
## 815                   Gabon           Philippines
## 816                  Taiwan           Philippines
## 817             Puerto Rico           Philippines
## 818              Martinique           Philippines
## 819               St. Lucia           Philippines
## 820               Australia           Philippines
## 821                 Liberia           Philippines
## 822            Sierra Leone           Philippines
## 823                  U.S.A.           Philippines
## 824                 Nigeria           Philippines
## 825   St.Vincent-Grenadines           Philippines
## 826                Thailand           Philippines
## 827                  Tobago           Philippines
## 828     Sao Tome & Principe           Philippines
## 829                 Sumatra           Philippines
## 830             El Salvador           Philippines
## 831                Cameroon           Philippines
## 832                   Samoa           Philippines
## 833                   China           Philippines
## 834                Principe           Philippines
## 835                Sulawesi           Philippines
## 836                Suriname           Philippines
## 837                DR Congo           Philippines
## 838                Tanzania                 Wales
## 839      Dominican Republic                 Wales
## 840              Madagascar                 Wales
## 841                    Fiji                 Wales
## 842               Venezuela                 Wales
## 843                  Uganda                 Wales
## 844                   India                 Wales
## 845                 Bolivia                 Wales
## 846                    Peru                 Wales
## 847                  Panama                 Wales
## 848                Colombia                 Wales
## 849                   Burma                 Wales
## 850                  Brazil                 Wales
## 851        Papua New Guinea                 Wales
## 852                 Ecuador                 Wales
## 853                    Cuba                 Wales
## 854                    Togo                 Wales
## 855                Sao Tome                 Wales
## 856                  Mexico                 Wales
## 857                 Vanuatu                 Wales
## 858               Indonesia                 Wales
## 859                Trinidad                 Wales
## 860                 Vietnam                 Wales
## 861               Nicaragua                 Wales
## 862                   Ghana                 Wales
## 863                  Belize                 Wales
## 864                   Blend                 Wales
## 865                 Jamaica                 Wales
## 866                 Grenada                 Wales
## 867               Guatemala                 Wales
## 868                Honduras                 Wales
## 869                   Haiti                 Wales
## 870                   Congo                 Wales
## 871             Philippines                 Wales
## 872         Solomon Islands                 Wales
## 873                Malaysia                 Wales
## 874               Sri Lanka                 Wales
## 875             Ivory Coast                 Wales
## 876                   Gabon                 Wales
## 877                  Taiwan                 Wales
## 878             Puerto Rico                 Wales
## 879              Martinique                 Wales
## 880               St. Lucia                 Wales
## 881               Australia                 Wales
## 882                 Liberia                 Wales
## 883            Sierra Leone                 Wales
## 884                  U.S.A.                 Wales
## 885                 Nigeria                 Wales
## 886   St.Vincent-Grenadines                 Wales
## 887                Thailand                 Wales
## 888                  Tobago                 Wales
## 889     Sao Tome & Principe                 Wales
## 890                 Sumatra                 Wales
## 891             El Salvador                 Wales
## 892                Cameroon                 Wales
## 893                   Samoa                 Wales
## 894                   China                 Wales
## 895                Principe                 Wales
## 896                Sulawesi                 Wales
## 897                Suriname                 Wales
## 898                DR Congo                 Wales
## 899                    Fiji               Belgium
## 900                  Uganda               Belgium
## 901                 Bolivia               Belgium
## 902                   Burma               Belgium
## 903                    Togo               Belgium
## 904                 Vanuatu               Belgium
## 905                 Jamaica               Belgium
## 906               Guatemala               Belgium
## 907                Honduras               Belgium
## 908                   Haiti               Belgium
## 909                   Congo               Belgium
## 910             Philippines               Belgium
## 911         Solomon Islands               Belgium
## 912                Malaysia               Belgium
## 913               Sri Lanka               Belgium
## 914             Ivory Coast               Belgium
## 915                   Gabon               Belgium
## 916                  Taiwan               Belgium
## 917             Puerto Rico               Belgium
## 918              Martinique               Belgium
## 919               St. Lucia               Belgium
## 920               Australia               Belgium
## 921                 Liberia               Belgium
## 922            Sierra Leone               Belgium
## 923                  U.S.A.               Belgium
## 924                 Nigeria               Belgium
## 925   St.Vincent-Grenadines               Belgium
## 926                Thailand               Belgium
## 927                  Tobago               Belgium
## 928     Sao Tome & Principe               Belgium
## 929                 Sumatra               Belgium
## 930             El Salvador               Belgium
## 931                   Samoa               Belgium
## 932                Principe               Belgium
## 933                Sulawesi               Belgium
## 934                Suriname               Belgium
## 935                Tanzania               Vietnam
## 936      Dominican Republic               Vietnam
## 937              Madagascar               Vietnam
## 938                    Fiji               Vietnam
## 939               Venezuela               Vietnam
## 940                  Uganda               Vietnam
## 941                   India               Vietnam
## 942                 Bolivia               Vietnam
## 943                    Peru               Vietnam
## 944                  Panama               Vietnam
## 945                Colombia               Vietnam
## 946                   Burma               Vietnam
## 947                  Brazil               Vietnam
## 948        Papua New Guinea               Vietnam
## 949                 Ecuador               Vietnam
## 950                    Cuba               Vietnam
## 951                    Togo               Vietnam
## 952                Sao Tome               Vietnam
## 953                  Mexico               Vietnam
## 954                 Vanuatu               Vietnam
## 955               Indonesia               Vietnam
## 956                Trinidad               Vietnam
## 957               Nicaragua               Vietnam
## 958                   Ghana               Vietnam
## 959                  Belize               Vietnam
## 960                   Blend               Vietnam
## 961                 Jamaica               Vietnam
## 962                 Grenada               Vietnam
## 963               Guatemala               Vietnam
## 964                Honduras               Vietnam
## 965              Costa Rica               Vietnam
## 966                   Haiti               Vietnam
## 967                   Congo               Vietnam
## 968             Philippines               Vietnam
## 969         Solomon Islands               Vietnam
## 970                Malaysia               Vietnam
## 971               Sri Lanka               Vietnam
## 972             Ivory Coast               Vietnam
## 973                   Gabon               Vietnam
## 974                  Taiwan               Vietnam
## 975             Puerto Rico               Vietnam
## 976              Martinique               Vietnam
## 977               St. Lucia               Vietnam
## 978               Australia               Vietnam
## 979                 Liberia               Vietnam
## 980            Sierra Leone               Vietnam
## 981                  U.S.A.               Vietnam
## 982                 Nigeria               Vietnam
## 983   St.Vincent-Grenadines               Vietnam
## 984                Thailand               Vietnam
## 985                  Tobago               Vietnam
## 986     Sao Tome & Principe               Vietnam
## 987                 Sumatra               Vietnam
## 988             El Salvador               Vietnam
## 989                Cameroon               Vietnam
## 990                   Samoa               Vietnam
## 991                   China               Vietnam
## 992                Principe               Vietnam
## 993                Sulawesi               Vietnam
## 994                Suriname               Vietnam
## 995                DR Congo               Vietnam
## 996                Tanzania               Germany
## 997                    Fiji               Germany
## 998                  Uganda               Germany
## 999                   India               Germany
## 1000                 Panama               Germany
## 1001               Colombia               Germany
## 1002                  Burma               Germany
## 1003       Papua New Guinea               Germany
## 1004                   Cuba               Germany
## 1005                   Togo               Germany
## 1006               Sao Tome               Germany
## 1007              Indonesia               Germany
## 1008                Vietnam               Germany
## 1009              Nicaragua               Germany
## 1010               Honduras               Germany
## 1011             Costa Rica               Germany
## 1012                  Haiti               Germany
## 1013                  Congo               Germany
## 1014            Philippines               Germany
## 1015        Solomon Islands               Germany
## 1016               Malaysia               Germany
## 1017              Sri Lanka               Germany
## 1018            Ivory Coast               Germany
## 1019                  Gabon               Germany
## 1020                 Taiwan               Germany
## 1021            Puerto Rico               Germany
## 1022             Martinique               Germany
## 1023              Australia               Germany
## 1024                Liberia               Germany
## 1025           Sierra Leone               Germany
## 1026                 U.S.A.               Germany
## 1027                Nigeria               Germany
## 1028  St.Vincent-Grenadines               Germany
## 1029               Thailand               Germany
## 1030                 Tobago               Germany
## 1031    Sao Tome & Principe               Germany
## 1032                Sumatra               Germany
## 1033            El Salvador               Germany
## 1034               Cameroon               Germany
## 1035                  Samoa               Germany
## 1036                  China               Germany
## 1037               Principe               Germany
## 1038               Sulawesi               Germany
## 1039               Suriname               Germany
## 1040               DR Congo               Germany
## 1041                   Fiji             Singapore
## 1042              Venezuela             Singapore
## 1043                 Uganda             Singapore
## 1044                   Peru             Singapore
## 1045                 Panama             Singapore
## 1046               Colombia             Singapore
## 1047                  Burma             Singapore
## 1048                 Brazil             Singapore
## 1049       Papua New Guinea             Singapore
## 1050                   Cuba             Singapore
## 1051                   Togo             Singapore
## 1052               Sao Tome             Singapore
## 1053                Vanuatu             Singapore
## 1054               Trinidad             Singapore
## 1055              Nicaragua             Singapore
## 1056                  Ghana             Singapore
## 1057                 Belize             Singapore
## 1058                  Blend             Singapore
## 1059                Jamaica             Singapore
## 1060                Grenada             Singapore
## 1061              Guatemala             Singapore
## 1062               Honduras             Singapore
## 1063             Costa Rica             Singapore
## 1064                  Congo             Singapore
## 1065        Solomon Islands             Singapore
## 1066              Sri Lanka             Singapore
## 1067            Ivory Coast             Singapore
## 1068                  Gabon             Singapore
## 1069                 Taiwan             Singapore
## 1070            Puerto Rico             Singapore
## 1071             Martinique             Singapore
## 1072              St. Lucia             Singapore
## 1073              Australia             Singapore
## 1074                Liberia             Singapore
## 1075           Sierra Leone             Singapore
## 1076                 U.S.A.             Singapore
## 1077                Nigeria             Singapore
## 1078  St.Vincent-Grenadines             Singapore
## 1079               Thailand             Singapore
## 1080                 Tobago             Singapore
## 1081    Sao Tome & Principe             Singapore
## 1082                Sumatra             Singapore
## 1083            El Salvador             Singapore
## 1084               Cameroon             Singapore
## 1085                  Samoa             Singapore
## 1086                  China             Singapore
## 1087               Principe             Singapore
## 1088               Sulawesi             Singapore
## 1089               Suriname             Singapore
## 1090               DR Congo             Singapore
## 1091               Tanzania           Switzerland
## 1092                   Fiji           Switzerland
## 1093                 Uganda           Switzerland
## 1094                 Panama           Switzerland
## 1095                  Burma           Switzerland
## 1096                   Cuba           Switzerland
## 1097                   Togo           Switzerland
## 1098               Sao Tome           Switzerland
## 1099                Vanuatu           Switzerland
## 1100               Trinidad           Switzerland
## 1101                Vietnam           Switzerland
## 1102                  Ghana           Switzerland
## 1103                 Belize           Switzerland
## 1104                Jamaica           Switzerland
## 1105              Guatemala           Switzerland
## 1106               Honduras           Switzerland
## 1107             Costa Rica           Switzerland
## 1108                  Haiti           Switzerland
## 1109            Philippines           Switzerland
## 1110        Solomon Islands           Switzerland
## 1111               Malaysia           Switzerland
## 1112              Sri Lanka           Switzerland
## 1113            Ivory Coast           Switzerland
## 1114                  Gabon           Switzerland
## 1115                 Taiwan           Switzerland
## 1116            Puerto Rico           Switzerland
## 1117             Martinique           Switzerland
## 1118              St. Lucia           Switzerland
## 1119              Australia           Switzerland
## 1120                Liberia           Switzerland
## 1121           Sierra Leone           Switzerland
## 1122                 U.S.A.           Switzerland
## 1123                Nigeria           Switzerland
## 1124  St.Vincent-Grenadines           Switzerland
## 1125               Thailand           Switzerland
## 1126                 Tobago           Switzerland
## 1127    Sao Tome & Principe           Switzerland
## 1128                Sumatra           Switzerland
## 1129            El Salvador           Switzerland
## 1130               Cameroon           Switzerland
## 1131                  Samoa           Switzerland
## 1132                  China           Switzerland
## 1133               Principe           Switzerland
## 1134               Sulawesi           Switzerland
## 1135               Suriname           Switzerland
## 1136               DR Congo           Switzerland
## 1137               Tanzania             Venezuela
## 1138     Dominican Republic             Venezuela
## 1139             Madagascar             Venezuela
## 1140                   Fiji             Venezuela
## 1141                 Uganda             Venezuela
## 1142                  India             Venezuela
## 1143                Bolivia             Venezuela
## 1144                   Peru             Venezuela
## 1145                 Panama             Venezuela
## 1146               Colombia             Venezuela
## 1147                  Burma             Venezuela
## 1148                 Brazil             Venezuela
## 1149       Papua New Guinea             Venezuela
## 1150                Ecuador             Venezuela
## 1151                   Cuba             Venezuela
## 1152                   Togo             Venezuela
## 1153               Sao Tome             Venezuela
## 1154                 Mexico             Venezuela
## 1155                Vanuatu             Venezuela
## 1156              Indonesia             Venezuela
## 1157               Trinidad             Venezuela
## 1158                Vietnam             Venezuela
## 1159              Nicaragua             Venezuela
## 1160                  Ghana             Venezuela
## 1161                 Belize             Venezuela
## 1162                  Blend             Venezuela
## 1163                Jamaica             Venezuela
## 1164                Grenada             Venezuela
## 1165              Guatemala             Venezuela
## 1166               Honduras             Venezuela
## 1167             Costa Rica             Venezuela
## 1168                  Haiti             Venezuela
## 1169                  Congo             Venezuela
## 1170            Philippines             Venezuela
## 1171        Solomon Islands             Venezuela
## 1172               Malaysia             Venezuela
## 1173              Sri Lanka             Venezuela
## 1174            Ivory Coast             Venezuela
## 1175                  Gabon             Venezuela
## 1176                 Taiwan             Venezuela
## 1177            Puerto Rico             Venezuela
## 1178             Martinique             Venezuela
## 1179              St. Lucia             Venezuela
## 1180              Australia             Venezuela
## 1181                Liberia             Venezuela
## 1182           Sierra Leone             Venezuela
## 1183                 U.S.A.             Venezuela
## 1184                Nigeria             Venezuela
## 1185  St.Vincent-Grenadines             Venezuela
## 1186               Thailand             Venezuela
## 1187                 Tobago             Venezuela
## 1188    Sao Tome & Principe             Venezuela
## 1189                Sumatra             Venezuela
## 1190            El Salvador             Venezuela
## 1191               Cameroon             Venezuela
## 1192                  Samoa             Venezuela
## 1193                  China             Venezuela
## 1194               Principe             Venezuela
## 1195               Sulawesi             Venezuela
## 1196               Suriname             Venezuela
## 1197               DR Congo             Venezuela
## 1198               Tanzania              Malaysia
## 1199     Dominican Republic              Malaysia
## 1200             Madagascar              Malaysia
## 1201                   Fiji              Malaysia
## 1202              Venezuela              Malaysia
## 1203                 Uganda              Malaysia
## 1204                  India              Malaysia
## 1205                Bolivia              Malaysia
## 1206                   Peru              Malaysia
## 1207                 Panama              Malaysia
## 1208               Colombia              Malaysia
## 1209                  Burma              Malaysia
## 1210                 Brazil              Malaysia
## 1211       Papua New Guinea              Malaysia
## 1212                Ecuador              Malaysia
## 1213                   Cuba              Malaysia
## 1214                   Togo              Malaysia
## 1215               Sao Tome              Malaysia
## 1216                 Mexico              Malaysia
## 1217                Vanuatu              Malaysia
## 1218              Indonesia              Malaysia
## 1219               Trinidad              Malaysia
## 1220                Vietnam              Malaysia
## 1221              Nicaragua              Malaysia
## 1222                  Ghana              Malaysia
## 1223                 Belize              Malaysia
## 1224                  Blend              Malaysia
## 1225                Jamaica              Malaysia
## 1226                Grenada              Malaysia
## 1227              Guatemala              Malaysia
## 1228               Honduras              Malaysia
## 1229             Costa Rica              Malaysia
## 1230                  Haiti              Malaysia
## 1231                  Congo              Malaysia
## 1232            Philippines              Malaysia
## 1233        Solomon Islands              Malaysia
## 1234              Sri Lanka              Malaysia
## 1235            Ivory Coast              Malaysia
## 1236                  Gabon              Malaysia
## 1237                 Taiwan              Malaysia
## 1238            Puerto Rico              Malaysia
## 1239             Martinique              Malaysia
## 1240              St. Lucia              Malaysia
## 1241              Australia              Malaysia
## 1242                Liberia              Malaysia
## 1243           Sierra Leone              Malaysia
## 1244                 U.S.A.              Malaysia
## 1245                Nigeria              Malaysia
## 1246  St.Vincent-Grenadines              Malaysia
## 1247               Thailand              Malaysia
## 1248                 Tobago              Malaysia
## 1249    Sao Tome & Principe              Malaysia
## 1250                Sumatra              Malaysia
## 1251            El Salvador              Malaysia
## 1252               Cameroon              Malaysia
## 1253                  Samoa              Malaysia
## 1254                  China              Malaysia
## 1255               Principe              Malaysia
## 1256               Sulawesi              Malaysia
## 1257               Suriname              Malaysia
## 1258               DR Congo              Malaysia
## 1259               Tanzania           South Korea
## 1260             Madagascar           South Korea
## 1261                   Fiji           South Korea
## 1262              Venezuela           South Korea
## 1263                 Uganda           South Korea
## 1264                  India           South Korea
## 1265                Bolivia           South Korea
## 1266                   Peru           South Korea
## 1267                 Panama           South Korea
## 1268               Colombia           South Korea
## 1269                  Burma           South Korea
## 1270                 Brazil           South Korea
## 1271       Papua New Guinea           South Korea
## 1272                   Cuba           South Korea
## 1273                   Togo           South Korea
## 1274               Sao Tome           South Korea
## 1275                 Mexico           South Korea
## 1276                Vanuatu           South Korea
## 1277              Indonesia           South Korea
## 1278               Trinidad           South Korea
## 1279              Nicaragua           South Korea
## 1280                 Belize           South Korea
## 1281                  Blend           South Korea
## 1282                Jamaica           South Korea
## 1283                Grenada           South Korea
## 1284              Guatemala           South Korea
## 1285               Honduras           South Korea
## 1286                  Haiti           South Korea
## 1287                  Congo           South Korea
## 1288            Philippines           South Korea
## 1289        Solomon Islands           South Korea
## 1290              Sri Lanka           South Korea
## 1291            Ivory Coast           South Korea
## 1292                  Gabon           South Korea
## 1293                 Taiwan           South Korea
## 1294            Puerto Rico           South Korea
## 1295             Martinique           South Korea
## 1296              St. Lucia           South Korea
## 1297              Australia           South Korea
## 1298                Liberia           South Korea
## 1299           Sierra Leone           South Korea
## 1300                 U.S.A.           South Korea
## 1301                Nigeria           South Korea
## 1302  St.Vincent-Grenadines           South Korea
## 1303               Thailand           South Korea
## 1304                 Tobago           South Korea
## 1305    Sao Tome & Principe           South Korea
## 1306                Sumatra           South Korea
## 1307            El Salvador           South Korea
## 1308               Cameroon           South Korea
## 1309                  Samoa           South Korea
## 1310                  China           South Korea
## 1311               Principe           South Korea
## 1312               Sulawesi           South Korea
## 1313               Suriname           South Korea
## 1314               DR Congo           South Korea
## 1315     Dominican Republic                Taiwan
## 1316                   Fiji                Taiwan
## 1317                 Uganda                Taiwan
## 1318                  India                Taiwan
## 1319                Bolivia                Taiwan
## 1320                   Peru                Taiwan
## 1321                 Panama                Taiwan
## 1322               Colombia                Taiwan
## 1323                  Burma                Taiwan
## 1324                 Brazil                Taiwan
## 1325       Papua New Guinea                Taiwan
## 1326                Ecuador                Taiwan
## 1327                   Cuba                Taiwan
## 1328                   Togo                Taiwan
## 1329               Sao Tome                Taiwan
## 1330                 Mexico                Taiwan
## 1331                Vanuatu                Taiwan
## 1332              Indonesia                Taiwan
## 1333               Trinidad                Taiwan
## 1334                Vietnam                Taiwan
## 1335                  Ghana                Taiwan
## 1336                 Belize                Taiwan
## 1337                  Blend                Taiwan
## 1338                Jamaica                Taiwan
## 1339                Grenada                Taiwan
## 1340              Guatemala                Taiwan
## 1341               Honduras                Taiwan
## 1342             Costa Rica                Taiwan
## 1343                  Haiti                Taiwan
## 1344                  Congo                Taiwan
## 1345        Solomon Islands                Taiwan
## 1346               Malaysia                Taiwan
## 1347              Sri Lanka                Taiwan
## 1348            Ivory Coast                Taiwan
## 1349                  Gabon                Taiwan
## 1350            Puerto Rico                Taiwan
## 1351             Martinique                Taiwan
## 1352              St. Lucia                Taiwan
## 1353              Australia                Taiwan
## 1354                Liberia                Taiwan
## 1355           Sierra Leone                Taiwan
## 1356                 U.S.A.                Taiwan
## 1357                Nigeria                Taiwan
## 1358  St.Vincent-Grenadines                Taiwan
## 1359               Thailand                Taiwan
## 1360                 Tobago                Taiwan
## 1361    Sao Tome & Principe                Taiwan
## 1362            El Salvador                Taiwan
## 1363               Cameroon                Taiwan
## 1364                  Samoa                Taiwan
## 1365                  China                Taiwan
## 1366               Principe                Taiwan
## 1367               Sulawesi                Taiwan
## 1368               Suriname                Taiwan
## 1369               DR Congo                Taiwan
## 1370               Tanzania           Puerto Rico
## 1371             Madagascar           Puerto Rico
## 1372                   Fiji           Puerto Rico
## 1373              Venezuela           Puerto Rico
## 1374                 Uganda           Puerto Rico
## 1375                  India           Puerto Rico
## 1376                Bolivia           Puerto Rico
## 1377                   Peru           Puerto Rico
## 1378                 Panama           Puerto Rico
## 1379               Colombia           Puerto Rico
## 1380                  Burma           Puerto Rico
## 1381                 Brazil           Puerto Rico
## 1382       Papua New Guinea           Puerto Rico
## 1383                Ecuador           Puerto Rico
## 1384                   Cuba           Puerto Rico
## 1385                   Togo           Puerto Rico
## 1386               Sao Tome           Puerto Rico
## 1387                 Mexico           Puerto Rico
## 1388                Vanuatu           Puerto Rico
## 1389              Indonesia           Puerto Rico
## 1390               Trinidad           Puerto Rico
## 1391                Vietnam           Puerto Rico
## 1392              Nicaragua           Puerto Rico
## 1393                  Ghana           Puerto Rico
## 1394                 Belize           Puerto Rico
## 1395                  Blend           Puerto Rico
## 1396                Jamaica           Puerto Rico
## 1397                Grenada           Puerto Rico
## 1398              Guatemala           Puerto Rico
## 1399               Honduras           Puerto Rico
## 1400             Costa Rica           Puerto Rico
## 1401                  Haiti           Puerto Rico
## 1402                  Congo           Puerto Rico
## 1403            Philippines           Puerto Rico
## 1404        Solomon Islands           Puerto Rico
## 1405               Malaysia           Puerto Rico
## 1406              Sri Lanka           Puerto Rico
## 1407            Ivory Coast           Puerto Rico
## 1408                  Gabon           Puerto Rico
## 1409                 Taiwan           Puerto Rico
## 1410             Martinique           Puerto Rico
## 1411              St. Lucia           Puerto Rico
## 1412              Australia           Puerto Rico
## 1413                Liberia           Puerto Rico
## 1414           Sierra Leone           Puerto Rico
## 1415                 U.S.A.           Puerto Rico
## 1416                Nigeria           Puerto Rico
## 1417  St.Vincent-Grenadines           Puerto Rico
## 1418               Thailand           Puerto Rico
## 1419                 Tobago           Puerto Rico
## 1420    Sao Tome & Principe           Puerto Rico
## 1421                Sumatra           Puerto Rico
## 1422            El Salvador           Puerto Rico
## 1423               Cameroon           Puerto Rico
## 1424                  Samoa           Puerto Rico
## 1425                  China           Puerto Rico
## 1426               Principe           Puerto Rico
## 1427               Sulawesi           Puerto Rico
## 1428               Suriname           Puerto Rico
## 1429               DR Congo           Puerto Rico
## 1430               Tanzania              Colombia
## 1431     Dominican Republic              Colombia
## 1432             Madagascar              Colombia
## 1433                   Fiji              Colombia
## 1434              Venezuela              Colombia
## 1435                 Uganda              Colombia
## 1436                  India              Colombia
## 1437                Bolivia              Colombia
## 1438                   Peru              Colombia
## 1439                 Panama              Colombia
## 1440                  Burma              Colombia
## 1441                 Brazil              Colombia
## 1442       Papua New Guinea              Colombia
## 1443                Ecuador              Colombia
## 1444                   Cuba              Colombia
## 1445                   Togo              Colombia
## 1446               Sao Tome              Colombia
## 1447                 Mexico              Colombia
## 1448                Vanuatu              Colombia
## 1449              Indonesia              Colombia
## 1450               Trinidad              Colombia
## 1451                Vietnam              Colombia
## 1452              Nicaragua              Colombia
## 1453                  Ghana              Colombia
## 1454                 Belize              Colombia
## 1455                Jamaica              Colombia
## 1456                Grenada              Colombia
## 1457              Guatemala              Colombia
## 1458               Honduras              Colombia
## 1459             Costa Rica              Colombia
## 1460                  Haiti              Colombia
## 1461                  Congo              Colombia
## 1462            Philippines              Colombia
## 1463        Solomon Islands              Colombia
## 1464               Malaysia              Colombia
## 1465              Sri Lanka              Colombia
## 1466            Ivory Coast              Colombia
## 1467                  Gabon              Colombia
## 1468                 Taiwan              Colombia
## 1469            Puerto Rico              Colombia
## 1470             Martinique              Colombia
## 1471              St. Lucia              Colombia
## 1472              Australia              Colombia
## 1473                Liberia              Colombia
## 1474           Sierra Leone              Colombia
## 1475                 U.S.A.              Colombia
## 1476                Nigeria              Colombia
## 1477  St.Vincent-Grenadines              Colombia
## 1478               Thailand              Colombia
## 1479                 Tobago              Colombia
## 1480    Sao Tome & Principe              Colombia
## 1481                Sumatra              Colombia
## 1482            El Salvador              Colombia
## 1483               Cameroon              Colombia
## 1484                  Samoa              Colombia
## 1485                  China              Colombia
## 1486               Principe              Colombia
## 1487               Sulawesi              Colombia
## 1488               Suriname              Colombia
## 1489               DR Congo              Colombia
## 1490     Dominican Republic                 Japan
## 1491                   Fiji                 Japan
## 1492                 Uganda                 Japan
## 1493                  India                 Japan
## 1494                Bolivia                 Japan
## 1495                 Panama                 Japan
## 1496                  Burma                 Japan
## 1497                Ecuador                 Japan
## 1498                   Togo                 Japan
## 1499               Sao Tome                 Japan
## 1500                 Mexico                 Japan
## 1501                Vanuatu                 Japan
## 1502              Indonesia                 Japan
## 1503              Nicaragua                 Japan
## 1504                  Ghana                 Japan
## 1505                  Blend                 Japan
## 1506                Jamaica                 Japan
## 1507                Grenada                 Japan
## 1508              Guatemala                 Japan
## 1509               Honduras                 Japan
## 1510             Costa Rica                 Japan
## 1511                  Congo                 Japan
## 1512            Philippines                 Japan
## 1513        Solomon Islands                 Japan
## 1514               Malaysia                 Japan
## 1515              Sri Lanka                 Japan
## 1516            Ivory Coast                 Japan
## 1517                  Gabon                 Japan
## 1518                 Taiwan                 Japan
## 1519            Puerto Rico                 Japan
## 1520             Martinique                 Japan
## 1521              St. Lucia                 Japan
## 1522              Australia                 Japan
## 1523                Liberia                 Japan
## 1524           Sierra Leone                 Japan
## 1525                 U.S.A.                 Japan
## 1526                Nigeria                 Japan
## 1527  St.Vincent-Grenadines                 Japan
## 1528               Thailand                 Japan
## 1529                 Tobago                 Japan
## 1530    Sao Tome & Principe                 Japan
## 1531                Sumatra                 Japan
## 1532            El Salvador                 Japan
## 1533               Cameroon                 Japan
## 1534                  Samoa                 Japan
## 1535                  China                 Japan
## 1536               Principe                 Japan
## 1537               Sulawesi                 Japan
## 1538               Suriname                 Japan
## 1539               DR Congo                 Japan
## 1540                   Fiji           New Zealand
## 1541                 Uganda           New Zealand
## 1542                  India           New Zealand
## 1543                 Panama           New Zealand
## 1544                  Burma           New Zealand
## 1545                 Brazil           New Zealand
## 1546                   Cuba           New Zealand
## 1547                   Togo           New Zealand
## 1548               Sao Tome           New Zealand
## 1549                 Mexico           New Zealand
## 1550              Indonesia           New Zealand
## 1551               Trinidad           New Zealand
## 1552                Vietnam           New Zealand
## 1553              Nicaragua           New Zealand
## 1554                 Belize           New Zealand
## 1555                  Blend           New Zealand
## 1556                Jamaica           New Zealand
## 1557                Grenada           New Zealand
## 1558              Guatemala           New Zealand
## 1559               Honduras           New Zealand
## 1560             Costa Rica           New Zealand
## 1561                  Haiti           New Zealand
## 1562                  Congo           New Zealand
## 1563            Philippines           New Zealand
## 1564               Malaysia           New Zealand
## 1565              Sri Lanka           New Zealand
## 1566            Ivory Coast           New Zealand
## 1567                  Gabon           New Zealand
## 1568                 Taiwan           New Zealand
## 1569            Puerto Rico           New Zealand
## 1570             Martinique           New Zealand
## 1571              St. Lucia           New Zealand
## 1572              Australia           New Zealand
## 1573                Liberia           New Zealand
## 1574           Sierra Leone           New Zealand
## 1575                 U.S.A.           New Zealand
## 1576                Nigeria           New Zealand
## 1577  St.Vincent-Grenadines           New Zealand
## 1578               Thailand           New Zealand
## 1579                 Tobago           New Zealand
## 1580    Sao Tome & Principe           New Zealand
## 1581                Sumatra           New Zealand
## 1582            El Salvador           New Zealand
## 1583               Cameroon           New Zealand
## 1584                  China           New Zealand
## 1585               Principe           New Zealand
## 1586               Sulawesi           New Zealand
## 1587               Suriname           New Zealand
## 1588               DR Congo           New Zealand
## 1589               Tanzania            Costa Rica
## 1590     Dominican Republic            Costa Rica
## 1591             Madagascar            Costa Rica
## 1592                   Fiji            Costa Rica
## 1593              Venezuela            Costa Rica
## 1594                 Uganda            Costa Rica
## 1595                  India            Costa Rica
## 1596                Bolivia            Costa Rica
## 1597                   Peru            Costa Rica
## 1598                 Panama            Costa Rica
## 1599               Colombia            Costa Rica
## 1600                  Burma            Costa Rica
## 1601                 Brazil            Costa Rica
## 1602       Papua New Guinea            Costa Rica
## 1603                Ecuador            Costa Rica
## 1604                   Cuba            Costa Rica
## 1605                   Togo            Costa Rica
## 1606               Sao Tome            Costa Rica
## 1607                 Mexico            Costa Rica
## 1608                Vanuatu            Costa Rica
## 1609              Indonesia            Costa Rica
## 1610               Trinidad            Costa Rica
## 1611                Vietnam            Costa Rica
## 1612              Nicaragua            Costa Rica
## 1613                  Ghana            Costa Rica
## 1614                 Belize            Costa Rica
## 1615                  Blend            Costa Rica
## 1616                Jamaica            Costa Rica
## 1617                Grenada            Costa Rica
## 1618               Honduras            Costa Rica
## 1619                  Haiti            Costa Rica
## 1620                  Congo            Costa Rica
## 1621            Philippines            Costa Rica
## 1622        Solomon Islands            Costa Rica
## 1623               Malaysia            Costa Rica
## 1624              Sri Lanka            Costa Rica
## 1625            Ivory Coast            Costa Rica
## 1626                  Gabon            Costa Rica
## 1627                 Taiwan            Costa Rica
## 1628            Puerto Rico            Costa Rica
## 1629             Martinique            Costa Rica
## 1630              St. Lucia            Costa Rica
## 1631              Australia            Costa Rica
## 1632                Liberia            Costa Rica
## 1633           Sierra Leone            Costa Rica
## 1634                 U.S.A.            Costa Rica
## 1635                Nigeria            Costa Rica
## 1636  St.Vincent-Grenadines            Costa Rica
## 1637               Thailand            Costa Rica
## 1638                 Tobago            Costa Rica
## 1639    Sao Tome & Principe            Costa Rica
## 1640                Sumatra            Costa Rica
## 1641            El Salvador            Costa Rica
## 1642               Cameroon            Costa Rica
## 1643                  Samoa            Costa Rica
## 1644                  China            Costa Rica
## 1645               Principe            Costa Rica
## 1646               Sulawesi            Costa Rica
## 1647               Suriname            Costa Rica
## 1648               DR Congo            Costa Rica
## 1649               Tanzania               Hungary
## 1650                   Fiji               Hungary
## 1651                 Uganda               Hungary
## 1652                  India               Hungary
## 1653                Bolivia               Hungary
## 1654                 Panama               Hungary
## 1655               Colombia               Hungary
## 1656                  Burma               Hungary
## 1657       Papua New Guinea               Hungary
## 1658                   Togo               Hungary
## 1659               Sao Tome               Hungary
## 1660                 Mexico               Hungary
## 1661                Vanuatu               Hungary
## 1662              Indonesia               Hungary
## 1663               Trinidad               Hungary
## 1664                  Ghana               Hungary
## 1665                 Belize               Hungary
## 1666                  Blend               Hungary
## 1667                Jamaica               Hungary
## 1668                Grenada               Hungary
## 1669              Guatemala               Hungary
## 1670               Honduras               Hungary
## 1671             Costa Rica               Hungary
## 1672                  Haiti               Hungary
## 1673                  Congo               Hungary
## 1674            Philippines               Hungary
## 1675        Solomon Islands               Hungary
## 1676               Malaysia               Hungary
## 1677              Sri Lanka               Hungary
## 1678            Ivory Coast               Hungary
## 1679                  Gabon               Hungary
## 1680                 Taiwan               Hungary
## 1681            Puerto Rico               Hungary
## 1682             Martinique               Hungary
## 1683              St. Lucia               Hungary
## 1684              Australia               Hungary
## 1685                Liberia               Hungary
## 1686           Sierra Leone               Hungary
## 1687                 U.S.A.               Hungary
## 1688                Nigeria               Hungary
## 1689  St.Vincent-Grenadines               Hungary
## 1690               Thailand               Hungary
## 1691                 Tobago               Hungary
## 1692    Sao Tome & Principe               Hungary
## 1693                Sumatra               Hungary
## 1694            El Salvador               Hungary
## 1695               Cameroon               Hungary
## 1696                  Samoa               Hungary
## 1697                  China               Hungary
## 1698               Sulawesi               Hungary
## 1699               Suriname               Hungary
## 1700               DR Congo               Hungary
## 1701               Tanzania             Amsterdam
## 1702                   Fiji             Amsterdam
## 1703              Venezuela             Amsterdam
## 1704                 Uganda             Amsterdam
## 1705                  India             Amsterdam
## 1706                Bolivia             Amsterdam
## 1707                 Panama             Amsterdam
## 1708               Colombia             Amsterdam
## 1709                  Burma             Amsterdam
## 1710                 Brazil             Amsterdam
## 1711                Ecuador             Amsterdam
## 1712                   Cuba             Amsterdam
## 1713                   Togo             Amsterdam
## 1714               Sao Tome             Amsterdam
## 1715                Vanuatu             Amsterdam
## 1716              Indonesia             Amsterdam
## 1717               Trinidad             Amsterdam
## 1718              Nicaragua             Amsterdam
## 1719                  Ghana             Amsterdam
## 1720                Jamaica             Amsterdam
## 1721                Grenada             Amsterdam
## 1722              Guatemala             Amsterdam
## 1723               Honduras             Amsterdam
## 1724             Costa Rica             Amsterdam
## 1725                  Haiti             Amsterdam
## 1726        Solomon Islands             Amsterdam
## 1727               Malaysia             Amsterdam
## 1728              Sri Lanka             Amsterdam
## 1729            Ivory Coast             Amsterdam
## 1730                  Gabon             Amsterdam
## 1731                 Taiwan             Amsterdam
## 1732            Puerto Rico             Amsterdam
## 1733             Martinique             Amsterdam
## 1734              St. Lucia             Amsterdam
## 1735              Australia             Amsterdam
## 1736                Liberia             Amsterdam
## 1737           Sierra Leone             Amsterdam
## 1738                 U.S.A.             Amsterdam
## 1739                Nigeria             Amsterdam
## 1740  St.Vincent-Grenadines             Amsterdam
## 1741               Thailand             Amsterdam
## 1742                 Tobago             Amsterdam
## 1743    Sao Tome & Principe             Amsterdam
## 1744                Sumatra             Amsterdam
## 1745            El Salvador             Amsterdam
## 1746               Cameroon             Amsterdam
## 1747                  Samoa             Amsterdam
## 1748                  China             Amsterdam
## 1749               Principe             Amsterdam
## 1750               Suriname             Amsterdam
## 1751               DR Congo             Amsterdam
## 1752               Tanzania              Scotland
## 1753     Dominican Republic              Scotland
## 1754                   Fiji              Scotland
## 1755                 Uganda              Scotland
## 1756                  India              Scotland
## 1757                Bolivia              Scotland
## 1758                 Panama              Scotland
## 1759               Colombia              Scotland
## 1760                  Burma              Scotland
## 1761                 Brazil              Scotland
## 1762       Papua New Guinea              Scotland
## 1763                   Cuba              Scotland
## 1764                   Togo              Scotland
## 1765               Sao Tome              Scotland
## 1766                 Mexico              Scotland
## 1767                Vanuatu              Scotland
## 1768              Indonesia              Scotland
## 1769               Trinidad              Scotland
## 1770                Vietnam              Scotland
## 1771              Nicaragua              Scotland
## 1772                  Ghana              Scotland
## 1773                 Belize              Scotland
## 1774                  Blend              Scotland
## 1775                Jamaica              Scotland
## 1776                Grenada              Scotland
## 1777              Guatemala              Scotland
## 1778               Honduras              Scotland
## 1779             Costa Rica              Scotland
## 1780                  Haiti              Scotland
## 1781            Philippines              Scotland
## 1782        Solomon Islands              Scotland
## 1783               Malaysia              Scotland
## 1784              Sri Lanka              Scotland
## 1785            Ivory Coast              Scotland
## 1786                  Gabon              Scotland
## 1787                 Taiwan              Scotland
## 1788            Puerto Rico              Scotland
## 1789             Martinique              Scotland
## 1790              St. Lucia              Scotland
## 1791              Australia              Scotland
## 1792                Liberia              Scotland
## 1793           Sierra Leone              Scotland
## 1794                 U.S.A.              Scotland
## 1795                Nigeria              Scotland
## 1796  St.Vincent-Grenadines              Scotland
## 1797               Thailand              Scotland
## 1798                 Tobago              Scotland
## 1799    Sao Tome & Principe              Scotland
## 1800                Sumatra              Scotland
## 1801            El Salvador              Scotland
## 1802               Cameroon              Scotland
## 1803                  Samoa              Scotland
## 1804                  China              Scotland
## 1805               Principe              Scotland
## 1806               Sulawesi              Scotland
## 1807               Suriname              Scotland
## 1808               DR Congo              Scotland
## 1809               Tanzania            Martinique
## 1810     Dominican Republic            Martinique
## 1811             Madagascar            Martinique
## 1812                   Fiji            Martinique
## 1813              Venezuela            Martinique
## 1814                 Uganda            Martinique
## 1815                  India            Martinique
## 1816                Bolivia            Martinique
## 1817                   Peru            Martinique
## 1818                 Panama            Martinique
## 1819               Colombia            Martinique
## 1820                  Burma            Martinique
## 1821                 Brazil            Martinique
## 1822       Papua New Guinea            Martinique
## 1823                Ecuador            Martinique
## 1824                   Cuba            Martinique
## 1825                   Togo            Martinique
## 1826               Sao Tome            Martinique
## 1827                 Mexico            Martinique
## 1828                Vanuatu            Martinique
## 1829              Indonesia            Martinique
## 1830               Trinidad            Martinique
## 1831                Vietnam            Martinique
## 1832              Nicaragua            Martinique
## 1833                  Ghana            Martinique
## 1834                 Belize            Martinique
## 1835                  Blend            Martinique
## 1836                Jamaica            Martinique
## 1837                Grenada            Martinique
## 1838              Guatemala            Martinique
## 1839               Honduras            Martinique
## 1840             Costa Rica            Martinique
## 1841                  Haiti            Martinique
## 1842                  Congo            Martinique
## 1843            Philippines            Martinique
## 1844        Solomon Islands            Martinique
## 1845               Malaysia            Martinique
## 1846              Sri Lanka            Martinique
## 1847            Ivory Coast            Martinique
## 1848                  Gabon            Martinique
## 1849                 Taiwan            Martinique
## 1850            Puerto Rico            Martinique
## 1851              St. Lucia            Martinique
## 1852              Australia            Martinique
## 1853                Liberia            Martinique
## 1854           Sierra Leone            Martinique
## 1855                 U.S.A.            Martinique
## 1856                Nigeria            Martinique
## 1857  St.Vincent-Grenadines            Martinique
## 1858               Thailand            Martinique
## 1859                 Tobago            Martinique
## 1860    Sao Tome & Principe            Martinique
## 1861                Sumatra            Martinique
## 1862            El Salvador            Martinique
## 1863               Cameroon            Martinique
## 1864                  Samoa            Martinique
## 1865                  China            Martinique
## 1866               Principe            Martinique
## 1867               Sulawesi            Martinique
## 1868               Suriname            Martinique
## 1869               DR Congo            Martinique
## 1870               Tanzania              Sao Tome
## 1871     Dominican Republic              Sao Tome
## 1872             Madagascar              Sao Tome
## 1873                   Fiji              Sao Tome
## 1874              Venezuela              Sao Tome
## 1875                 Uganda              Sao Tome
## 1876                  India              Sao Tome
## 1877                Bolivia              Sao Tome
## 1878                   Peru              Sao Tome
## 1879                 Panama              Sao Tome
## 1880               Colombia              Sao Tome
## 1881                  Burma              Sao Tome
## 1882                 Brazil              Sao Tome
## 1883       Papua New Guinea              Sao Tome
## 1884                Ecuador              Sao Tome
## 1885                   Cuba              Sao Tome
## 1886                   Togo              Sao Tome
## 1887               Sao Tome              Sao Tome
## 1888                 Mexico              Sao Tome
## 1889                Vanuatu              Sao Tome
## 1890              Indonesia              Sao Tome
## 1891               Trinidad              Sao Tome
## 1892                Vietnam              Sao Tome
## 1893              Nicaragua              Sao Tome
## 1894                  Ghana              Sao Tome
## 1895                 Belize              Sao Tome
## 1896                Jamaica              Sao Tome
## 1897                Grenada              Sao Tome
## 1898              Guatemala              Sao Tome
## 1899               Honduras              Sao Tome
## 1900             Costa Rica              Sao Tome
## 1901                  Haiti              Sao Tome
## 1902                  Congo              Sao Tome
## 1903            Philippines              Sao Tome
## 1904        Solomon Islands              Sao Tome
## 1905               Malaysia              Sao Tome
## 1906              Sri Lanka              Sao Tome
## 1907            Ivory Coast              Sao Tome
## 1908                  Gabon              Sao Tome
## 1909                 Taiwan              Sao Tome
## 1910            Puerto Rico              Sao Tome
## 1911             Martinique              Sao Tome
## 1912              St. Lucia              Sao Tome
## 1913              Australia              Sao Tome
## 1914                Liberia              Sao Tome
## 1915           Sierra Leone              Sao Tome
## 1916                 U.S.A.              Sao Tome
## 1917                Nigeria              Sao Tome
## 1918  St.Vincent-Grenadines              Sao Tome
## 1919               Thailand              Sao Tome
## 1920                 Tobago              Sao Tome
## 1921    Sao Tome & Principe              Sao Tome
## 1922                Sumatra              Sao Tome
## 1923            El Salvador              Sao Tome
## 1924               Cameroon              Sao Tome
## 1925                  Samoa              Sao Tome
## 1926                  China              Sao Tome
## 1927               Principe              Sao Tome
## 1928               Sulawesi              Sao Tome
## 1929               Suriname              Sao Tome
## 1930               DR Congo              Sao Tome
## 1931               Tanzania             St. Lucia
## 1932     Dominican Republic             St. Lucia
## 1933             Madagascar             St. Lucia
## 1934                   Fiji             St. Lucia
## 1935              Venezuela             St. Lucia
## 1936                 Uganda             St. Lucia
## 1937                  India             St. Lucia
## 1938                Bolivia             St. Lucia
## 1939                   Peru             St. Lucia
## 1940                 Panama             St. Lucia
## 1941               Colombia             St. Lucia
## 1942                  Burma             St. Lucia
## 1943                 Brazil             St. Lucia
## 1944       Papua New Guinea             St. Lucia
## 1945                Ecuador             St. Lucia
## 1946                   Cuba             St. Lucia
## 1947                   Togo             St. Lucia
## 1948               Sao Tome             St. Lucia
## 1949                 Mexico             St. Lucia
## 1950                Vanuatu             St. Lucia
## 1951              Indonesia             St. Lucia
## 1952               Trinidad             St. Lucia
## 1953                Vietnam             St. Lucia
## 1954              Nicaragua             St. Lucia
## 1955                  Ghana             St. Lucia
## 1956                 Belize             St. Lucia
## 1957                  Blend             St. Lucia
## 1958                Jamaica             St. Lucia
## 1959                Grenada             St. Lucia
## 1960              Guatemala             St. Lucia
## 1961               Honduras             St. Lucia
## 1962             Costa Rica             St. Lucia
## 1963                  Haiti             St. Lucia
## 1964                  Congo             St. Lucia
## 1965            Philippines             St. Lucia
## 1966        Solomon Islands             St. Lucia
## 1967               Malaysia             St. Lucia
## 1968              Sri Lanka             St. Lucia
## 1969            Ivory Coast             St. Lucia
## 1970                  Gabon             St. Lucia
## 1971                 Taiwan             St. Lucia
## 1972            Puerto Rico             St. Lucia
## 1973             Martinique             St. Lucia
## 1974              Australia             St. Lucia
## 1975                Liberia             St. Lucia
## 1976           Sierra Leone             St. Lucia
## 1977                 U.S.A.             St. Lucia
## 1978                Nigeria             St. Lucia
## 1979  St.Vincent-Grenadines             St. Lucia
## 1980               Thailand             St. Lucia
## 1981                 Tobago             St. Lucia
## 1982    Sao Tome & Principe             St. Lucia
## 1983                Sumatra             St. Lucia
## 1984            El Salvador             St. Lucia
## 1985               Cameroon             St. Lucia
## 1986                  Samoa             St. Lucia
## 1987                  China             St. Lucia
## 1988               Principe             St. Lucia
## 1989               Sulawesi             St. Lucia
## 1990               Suriname             St. Lucia
## 1991               DR Congo             St. Lucia
## 1992               Tanzania             Argentina
## 1993     Dominican Republic             Argentina
## 1994             Madagascar             Argentina
## 1995                   Fiji             Argentina
## 1996                 Uganda             Argentina
## 1997                  India             Argentina
## 1998                   Peru             Argentina
## 1999                 Panama             Argentina
## 2000               Colombia             Argentina
## 2001                  Burma             Argentina
## 2002       Papua New Guinea             Argentina
## 2003                   Cuba             Argentina
## 2004                   Togo             Argentina
## 2005               Sao Tome             Argentina
## 2006                 Mexico             Argentina
## 2007                Vanuatu             Argentina
## 2008              Indonesia             Argentina
## 2009               Trinidad             Argentina
## 2010                Vietnam             Argentina
## 2011              Nicaragua             Argentina
## 2012                  Ghana             Argentina
## 2013                 Belize             Argentina
## 2014                  Blend             Argentina
## 2015                Jamaica             Argentina
## 2016                Grenada             Argentina
## 2017              Guatemala             Argentina
## 2018               Honduras             Argentina
## 2019             Costa Rica             Argentina
## 2020                  Haiti             Argentina
## 2021                  Congo             Argentina
## 2022            Philippines             Argentina
## 2023        Solomon Islands             Argentina
## 2024               Malaysia             Argentina
## 2025              Sri Lanka             Argentina
## 2026            Ivory Coast             Argentina
## 2027                  Gabon             Argentina
## 2028                 Taiwan             Argentina
## 2029            Puerto Rico             Argentina
## 2030             Martinique             Argentina
## 2031              St. Lucia             Argentina
## 2032              Australia             Argentina
## 2033                Liberia             Argentina
## 2034           Sierra Leone             Argentina
## 2035                 U.S.A.             Argentina
## 2036                Nigeria             Argentina
## 2037  St.Vincent-Grenadines             Argentina
## 2038               Thailand             Argentina
## 2039                 Tobago             Argentina
## 2040    Sao Tome & Principe             Argentina
## 2041                Sumatra             Argentina
## 2042            El Salvador             Argentina
## 2043               Cameroon             Argentina
## 2044                  Samoa             Argentina
## 2045                  China             Argentina
## 2046               Principe             Argentina
## 2047               Sulawesi             Argentina
## 2048               Suriname             Argentina
## 2049               DR Congo             Argentina
## 2050               Tanzania             Guatemala
## 2051     Dominican Republic             Guatemala
## 2052                   Fiji             Guatemala
## 2053                 Uganda             Guatemala
## 2054                  India             Guatemala
## 2055                Bolivia             Guatemala
## 2056                   Peru             Guatemala
## 2057                 Panama             Guatemala
## 2058               Colombia             Guatemala
## 2059                  Burma             Guatemala
## 2060                 Brazil             Guatemala
## 2061       Papua New Guinea             Guatemala
## 2062                Ecuador             Guatemala
## 2063                   Cuba             Guatemala
## 2064                   Togo             Guatemala
## 2065               Sao Tome             Guatemala
## 2066                 Mexico             Guatemala
## 2067                Vanuatu             Guatemala
## 2068              Indonesia             Guatemala
## 2069               Trinidad             Guatemala
## 2070                Vietnam             Guatemala
## 2071              Nicaragua             Guatemala
## 2072                  Ghana             Guatemala
## 2073                 Belize             Guatemala
## 2074                  Blend             Guatemala
## 2075                Jamaica             Guatemala
## 2076                Grenada             Guatemala
## 2077               Honduras             Guatemala
## 2078             Costa Rica             Guatemala
## 2079                  Haiti             Guatemala
## 2080                  Congo             Guatemala
## 2081            Philippines             Guatemala
## 2082        Solomon Islands             Guatemala
## 2083               Malaysia             Guatemala
## 2084              Sri Lanka             Guatemala
## 2085            Ivory Coast             Guatemala
## 2086                  Gabon             Guatemala
## 2087                 Taiwan             Guatemala
## 2088            Puerto Rico             Guatemala
## 2089             Martinique             Guatemala
## 2090              St. Lucia             Guatemala
## 2091              Australia             Guatemala
## 2092                Liberia             Guatemala
## 2093           Sierra Leone             Guatemala
## 2094                 U.S.A.             Guatemala
## 2095                Nigeria             Guatemala
## 2096  St.Vincent-Grenadines             Guatemala
## 2097               Thailand             Guatemala
## 2098                 Tobago             Guatemala
## 2099    Sao Tome & Principe             Guatemala
## 2100                Sumatra             Guatemala
## 2101            El Salvador             Guatemala
## 2102               Cameroon             Guatemala
## 2103                  Samoa             Guatemala
## 2104                  China             Guatemala
## 2105               Principe             Guatemala
## 2106               Sulawesi             Guatemala
## 2107               Suriname             Guatemala
## 2108               DR Congo             Guatemala
## 2109               Tanzania          South Africa
## 2110     Dominican Republic          South Africa
## 2111                   Fiji          South Africa
## 2112              Venezuela          South Africa
## 2113                  India          South Africa
## 2114                Bolivia          South Africa
## 2115                   Peru          South Africa
## 2116               Colombia          South Africa
## 2117                  Burma          South Africa
## 2118                 Brazil          South Africa
## 2119       Papua New Guinea          South Africa
## 2120                   Cuba          South Africa
## 2121                   Togo          South Africa
## 2122               Sao Tome          South Africa
## 2123                 Mexico          South Africa
## 2124                Vanuatu          South Africa
## 2125              Indonesia          South Africa
## 2126               Trinidad          South Africa
## 2127                Vietnam          South Africa
## 2128              Nicaragua          South Africa
## 2129                  Ghana          South Africa
## 2130                 Belize          South Africa
## 2131                  Blend          South Africa
## 2132                Jamaica          South Africa
## 2133                Grenada          South Africa
## 2134              Guatemala          South Africa
## 2135               Honduras          South Africa
## 2136             Costa Rica          South Africa
## 2137                  Haiti          South Africa
## 2138                  Congo          South Africa
## 2139            Philippines          South Africa
## 2140        Solomon Islands          South Africa
## 2141               Malaysia          South Africa
## 2142              Sri Lanka          South Africa
## 2143            Ivory Coast          South Africa
## 2144                  Gabon          South Africa
## 2145                 Taiwan          South Africa
## 2146            Puerto Rico          South Africa
## 2147             Martinique          South Africa
## 2148              St. Lucia          South Africa
## 2149              Australia          South Africa
## 2150                Liberia          South Africa
## 2151           Sierra Leone          South Africa
## 2152                 U.S.A.          South Africa
## 2153                Nigeria          South Africa
## 2154  St.Vincent-Grenadines          South Africa
## 2155               Thailand          South Africa
## 2156                 Tobago          South Africa
## 2157    Sao Tome & Principe          South Africa
## 2158                Sumatra          South Africa
## 2159            El Salvador          South Africa
## 2160               Cameroon          South Africa
## 2161                  Samoa          South Africa
## 2162                  China          South Africa
## 2163               Principe          South Africa
## 2164               Sulawesi          South Africa
## 2165               Suriname          South Africa
## 2166               DR Congo          South Africa
## 2167               Tanzania    Dominican Republic
## 2168             Madagascar    Dominican Republic
## 2169                   Fiji    Dominican Republic
## 2170              Venezuela    Dominican Republic
## 2171                 Uganda    Dominican Republic
## 2172                  India    Dominican Republic
## 2173                Bolivia    Dominican Republic
## 2174                   Peru    Dominican Republic
## 2175                 Panama    Dominican Republic
## 2176               Colombia    Dominican Republic
## 2177                  Burma    Dominican Republic
## 2178                 Brazil    Dominican Republic
## 2179       Papua New Guinea    Dominican Republic
## 2180                Ecuador    Dominican Republic
## 2181                   Cuba    Dominican Republic
## 2182                   Togo    Dominican Republic
## 2183               Sao Tome    Dominican Republic
## 2184                 Mexico    Dominican Republic
## 2185                Vanuatu    Dominican Republic
## 2186              Indonesia    Dominican Republic
## 2187               Trinidad    Dominican Republic
## 2188                Vietnam    Dominican Republic
## 2189              Nicaragua    Dominican Republic
## 2190                  Ghana    Dominican Republic
## 2191                 Belize    Dominican Republic
## 2192                  Blend    Dominican Republic
## 2193                Jamaica    Dominican Republic
## 2194                Grenada    Dominican Republic
## 2195              Guatemala    Dominican Republic
## 2196               Honduras    Dominican Republic
## 2197             Costa Rica    Dominican Republic
## 2198                  Haiti    Dominican Republic
## 2199                  Congo    Dominican Republic
## 2200            Philippines    Dominican Republic
## 2201        Solomon Islands    Dominican Republic
## 2202               Malaysia    Dominican Republic
## 2203              Sri Lanka    Dominican Republic
## 2204            Ivory Coast    Dominican Republic
## 2205                  Gabon    Dominican Republic
## 2206                 Taiwan    Dominican Republic
## 2207            Puerto Rico    Dominican Republic
## 2208             Martinique    Dominican Republic
## 2209              St. Lucia    Dominican Republic
## 2210              Australia    Dominican Republic
## 2211                Liberia    Dominican Republic
## 2212           Sierra Leone    Dominican Republic
## 2213                 U.S.A.    Dominican Republic
## 2214                Nigeria    Dominican Republic
## 2215  St.Vincent-Grenadines    Dominican Republic
## 2216               Thailand    Dominican Republic
## 2217                 Tobago    Dominican Republic
## 2218    Sao Tome & Principe    Dominican Republic
## 2219                Sumatra    Dominican Republic
## 2220            El Salvador    Dominican Republic
## 2221               Cameroon    Dominican Republic
## 2222                  Samoa    Dominican Republic
## 2223                  China    Dominican Republic
## 2224               Principe    Dominican Republic
## 2225               Sulawesi    Dominican Republic
## 2226               Suriname    Dominican Republic
## 2227               DR Congo    Dominican Republic
## 2228               Tanzania   Sao Tome & Principe
## 2229     Dominican Republic   Sao Tome & Principe
## 2230             Madagascar   Sao Tome & Principe
## 2231                   Fiji   Sao Tome & Principe
## 2232              Venezuela   Sao Tome & Principe
## 2233                 Uganda   Sao Tome & Principe
## 2234                  India   Sao Tome & Principe
## 2235                Bolivia   Sao Tome & Principe
## 2236                   Peru   Sao Tome & Principe
## 2237                 Panama   Sao Tome & Principe
## 2238               Colombia   Sao Tome & Principe
## 2239                  Burma   Sao Tome & Principe
## 2240                 Brazil   Sao Tome & Principe
## 2241       Papua New Guinea   Sao Tome & Principe
## 2242                Ecuador   Sao Tome & Principe
## 2243                   Cuba   Sao Tome & Principe
## 2244                   Togo   Sao Tome & Principe
## 2245                 Mexico   Sao Tome & Principe
## 2246                Vanuatu   Sao Tome & Principe
## 2247              Indonesia   Sao Tome & Principe
## 2248               Trinidad   Sao Tome & Principe
## 2249                Vietnam   Sao Tome & Principe
## 2250              Nicaragua   Sao Tome & Principe
## 2251                  Ghana   Sao Tome & Principe
## 2252                 Belize   Sao Tome & Principe
## 2253                  Blend   Sao Tome & Principe
## 2254                Jamaica   Sao Tome & Principe
## 2255                Grenada   Sao Tome & Principe
## 2256              Guatemala   Sao Tome & Principe
## 2257               Honduras   Sao Tome & Principe
## 2258             Costa Rica   Sao Tome & Principe
## 2259                  Haiti   Sao Tome & Principe
## 2260                  Congo   Sao Tome & Principe
## 2261            Philippines   Sao Tome & Principe
## 2262        Solomon Islands   Sao Tome & Principe
## 2263               Malaysia   Sao Tome & Principe
## 2264              Sri Lanka   Sao Tome & Principe
## 2265            Ivory Coast   Sao Tome & Principe
## 2266                  Gabon   Sao Tome & Principe
## 2267                 Taiwan   Sao Tome & Principe
## 2268            Puerto Rico   Sao Tome & Principe
## 2269             Martinique   Sao Tome & Principe
## 2270              St. Lucia   Sao Tome & Principe
## 2271              Australia   Sao Tome & Principe
## 2272                Liberia   Sao Tome & Principe
## 2273           Sierra Leone   Sao Tome & Principe
## 2274                 U.S.A.   Sao Tome & Principe
## 2275                Nigeria   Sao Tome & Principe
## 2276  St.Vincent-Grenadines   Sao Tome & Principe
## 2277               Thailand   Sao Tome & Principe
## 2278                 Tobago   Sao Tome & Principe
## 2279    Sao Tome & Principe   Sao Tome & Principe
## 2280                Sumatra   Sao Tome & Principe
## 2281            El Salvador   Sao Tome & Principe
## 2282               Cameroon   Sao Tome & Principe
## 2283                  Samoa   Sao Tome & Principe
## 2284                  China   Sao Tome & Principe
## 2285               Principe   Sao Tome & Principe
## 2286               Sulawesi   Sao Tome & Principe
## 2287               Suriname   Sao Tome & Principe
## 2288               DR Congo   Sao Tome & Principe
## 2289               Tanzania               Bolivia
## 2290     Dominican Republic               Bolivia
## 2291             Madagascar               Bolivia
## 2292                   Fiji               Bolivia
## 2293              Venezuela               Bolivia
## 2294                 Uganda               Bolivia
## 2295                  India               Bolivia
## 2296                   Peru               Bolivia
## 2297                 Panama               Bolivia
## 2298               Colombia               Bolivia
## 2299                  Burma               Bolivia
## 2300                 Brazil               Bolivia
## 2301       Papua New Guinea               Bolivia
## 2302                Ecuador               Bolivia
## 2303                   Cuba               Bolivia
## 2304                   Togo               Bolivia
## 2305               Sao Tome               Bolivia
## 2306                 Mexico               Bolivia
## 2307                Vanuatu               Bolivia
## 2308              Indonesia               Bolivia
## 2309               Trinidad               Bolivia
## 2310                Vietnam               Bolivia
## 2311              Nicaragua               Bolivia
## 2312                  Ghana               Bolivia
## 2313                 Belize               Bolivia
## 2314                  Blend               Bolivia
## 2315                Jamaica               Bolivia
## 2316                Grenada               Bolivia
## 2317              Guatemala               Bolivia
## 2318               Honduras               Bolivia
## 2319             Costa Rica               Bolivia
## 2320                  Haiti               Bolivia
## 2321                  Congo               Bolivia
## 2322            Philippines               Bolivia
## 2323        Solomon Islands               Bolivia
## 2324               Malaysia               Bolivia
## 2325              Sri Lanka               Bolivia
## 2326            Ivory Coast               Bolivia
## 2327                  Gabon               Bolivia
## 2328                 Taiwan               Bolivia
## 2329            Puerto Rico               Bolivia
## 2330             Martinique               Bolivia
## 2331              St. Lucia               Bolivia
## 2332              Australia               Bolivia
## 2333                Liberia               Bolivia
## 2334           Sierra Leone               Bolivia
## 2335                 U.S.A.               Bolivia
## 2336                Nigeria               Bolivia
## 2337  St.Vincent-Grenadines               Bolivia
## 2338               Thailand               Bolivia
## 2339                 Tobago               Bolivia
## 2340    Sao Tome & Principe               Bolivia
## 2341                Sumatra               Bolivia
## 2342            El Salvador               Bolivia
## 2343               Cameroon               Bolivia
## 2344                  Samoa               Bolivia
## 2345                  China               Bolivia
## 2346               Principe               Bolivia
## 2347               Sulawesi               Bolivia
## 2348               Suriname               Bolivia
## 2349               DR Congo               Bolivia
## 2350               Tanzania              Portugal
## 2351     Dominican Republic              Portugal
## 2352             Madagascar              Portugal
## 2353                   Fiji              Portugal
## 2354                 Uganda              Portugal
## 2355                  India              Portugal
## 2356                Bolivia              Portugal
## 2357                   Peru              Portugal
## 2358                 Panama              Portugal
## 2359               Colombia              Portugal
## 2360                  Burma              Portugal
## 2361                 Brazil              Portugal
## 2362       Papua New Guinea              Portugal
## 2363                Ecuador              Portugal
## 2364                   Cuba              Portugal
## 2365                   Togo              Portugal
## 2366               Sao Tome              Portugal
## 2367                 Mexico              Portugal
## 2368                Vanuatu              Portugal
## 2369              Indonesia              Portugal
## 2370               Trinidad              Portugal
## 2371                Vietnam              Portugal
## 2372              Nicaragua              Portugal
## 2373                  Ghana              Portugal
## 2374                  Blend              Portugal
## 2375                Grenada              Portugal
## 2376              Guatemala              Portugal
## 2377               Honduras              Portugal
## 2378             Costa Rica              Portugal
## 2379                  Haiti              Portugal
## 2380                  Congo              Portugal
## 2381            Philippines              Portugal
## 2382        Solomon Islands              Portugal
## 2383               Malaysia              Portugal
## 2384              Sri Lanka              Portugal
## 2385            Ivory Coast              Portugal
## 2386                  Gabon              Portugal
## 2387                 Taiwan              Portugal
## 2388            Puerto Rico              Portugal
## 2389             Martinique              Portugal
## 2390              St. Lucia              Portugal
## 2391              Australia              Portugal
## 2392                Liberia              Portugal
## 2393           Sierra Leone              Portugal
## 2394                 U.S.A.              Portugal
## 2395                Nigeria              Portugal
## 2396  St.Vincent-Grenadines              Portugal
## 2397               Thailand              Portugal
## 2398                 Tobago              Portugal
## 2399    Sao Tome & Principe              Portugal
## 2400                Sumatra              Portugal
## 2401            El Salvador              Portugal
## 2402               Cameroon              Portugal
## 2403                  Samoa              Portugal
## 2404                  China              Portugal
## 2405               Principe              Portugal
## 2406               Sulawesi              Portugal
## 2407               Suriname              Portugal
## 2408               DR Congo              Portugal
## 2409     Dominican Republic                Norway
## 2410                   Fiji                Norway
## 2411              Venezuela                Norway
## 2412                 Uganda                Norway
## 2413                Bolivia                Norway
## 2414                   Peru                Norway
## 2415                 Panama                Norway
## 2416               Colombia                Norway
## 2417                  Burma                Norway
## 2418                 Brazil                Norway
## 2419       Papua New Guinea                Norway
## 2420                Ecuador                Norway
## 2421                   Cuba                Norway
## 2422                   Togo                Norway
## 2423               Sao Tome                Norway
## 2424                 Mexico                Norway
## 2425                Vanuatu                Norway
## 2426              Indonesia                Norway
## 2427               Trinidad                Norway
## 2428                Vietnam                Norway
## 2429              Nicaragua                Norway
## 2430                  Ghana                Norway
## 2431                 Belize                Norway
## 2432                  Blend                Norway
## 2433                Jamaica                Norway
## 2434                Grenada                Norway
## 2435              Guatemala                Norway
## 2436               Honduras                Norway
## 2437             Costa Rica                Norway
## 2438                  Haiti                Norway
## 2439                  Congo                Norway
## 2440            Philippines                Norway
## 2441        Solomon Islands                Norway
## 2442               Malaysia                Norway
## 2443              Sri Lanka                Norway
## 2444            Ivory Coast                Norway
## 2445                  Gabon                Norway
## 2446                 Taiwan                Norway
## 2447            Puerto Rico                Norway
## 2448             Martinique                Norway
## 2449              St. Lucia                Norway
## 2450              Australia                Norway
## 2451                Liberia                Norway
## 2452           Sierra Leone                Norway
## 2453                 U.S.A.                Norway
## 2454                Nigeria                Norway
## 2455  St.Vincent-Grenadines                Norway
## 2456               Thailand                Norway
## 2457                 Tobago                Norway
## 2458    Sao Tome & Principe                Norway
## 2459                Sumatra                Norway
## 2460            El Salvador                Norway
## 2461               Cameroon                Norway
## 2462                  Samoa                Norway
## 2463                  China                Norway
## 2464               Principe                Norway
## 2465               Sulawesi                Norway
## 2466               Suriname                Norway
## 2467               DR Congo                Norway
## 2468             Madagascar               Denmark
## 2469                   Fiji               Denmark
## 2470              Venezuela               Denmark
## 2471                 Uganda               Denmark
## 2472                  India               Denmark
## 2473                Bolivia               Denmark
## 2474                 Panama               Denmark
## 2475               Colombia               Denmark
## 2476                  Burma               Denmark
## 2477                 Brazil               Denmark
## 2478       Papua New Guinea               Denmark
## 2479                   Cuba               Denmark
## 2480                   Togo               Denmark
## 2481               Sao Tome               Denmark
## 2482                 Mexico               Denmark
## 2483                Vanuatu               Denmark
## 2484              Indonesia               Denmark
## 2485               Trinidad               Denmark
## 2486                Vietnam               Denmark
## 2487                  Ghana               Denmark
## 2488                 Belize               Denmark
## 2489                  Blend               Denmark
## 2490                Jamaica               Denmark
## 2491                Grenada               Denmark
## 2492             Costa Rica               Denmark
## 2493                  Haiti               Denmark
## 2494                  Congo               Denmark
## 2495        Solomon Islands               Denmark
## 2496               Malaysia               Denmark
## 2497              Sri Lanka               Denmark
## 2498            Ivory Coast               Denmark
## 2499                  Gabon               Denmark
## 2500                 Taiwan               Denmark
## 2501            Puerto Rico               Denmark
## 2502             Martinique               Denmark
## 2503              St. Lucia               Denmark
## 2504              Australia               Denmark
## 2505                Liberia               Denmark
## 2506           Sierra Leone               Denmark
## 2507                 U.S.A.               Denmark
## 2508                Nigeria               Denmark
## 2509  St.Vincent-Grenadines               Denmark
## 2510               Thailand               Denmark
## 2511                 Tobago               Denmark
## 2512    Sao Tome & Principe               Denmark
## 2513                Sumatra               Denmark
## 2514            El Salvador               Denmark
## 2515               Cameroon               Denmark
## 2516                  Samoa               Denmark
## 2517                  China               Denmark
## 2518               Principe               Denmark
## 2519               Sulawesi               Denmark
## 2520               Suriname               Denmark
## 2521               DR Congo               Denmark
## 2522               Tanzania               Grenada
## 2523     Dominican Republic               Grenada
## 2524             Madagascar               Grenada
## 2525                   Fiji               Grenada
## 2526              Venezuela               Grenada
## 2527                 Uganda               Grenada
## 2528                  India               Grenada
## 2529                Bolivia               Grenada
## 2530                   Peru               Grenada
## 2531                 Panama               Grenada
## 2532               Colombia               Grenada
## 2533                  Burma               Grenada
## 2534                 Brazil               Grenada
## 2535       Papua New Guinea               Grenada
## 2536                Ecuador               Grenada
## 2537                   Cuba               Grenada
## 2538                   Togo               Grenada
## 2539               Sao Tome               Grenada
## 2540                 Mexico               Grenada
## 2541                Vanuatu               Grenada
## 2542              Indonesia               Grenada
## 2543               Trinidad               Grenada
## 2544                Vietnam               Grenada
## 2545              Nicaragua               Grenada
## 2546                  Ghana               Grenada
## 2547                 Belize               Grenada
## 2548                  Blend               Grenada
## 2549                Jamaica               Grenada
## 2550              Guatemala               Grenada
## 2551               Honduras               Grenada
## 2552             Costa Rica               Grenada
## 2553                  Haiti               Grenada
## 2554                  Congo               Grenada
## 2555            Philippines               Grenada
## 2556        Solomon Islands               Grenada
## 2557               Malaysia               Grenada
## 2558              Sri Lanka               Grenada
## 2559            Ivory Coast               Grenada
## 2560                  Gabon               Grenada
## 2561                 Taiwan               Grenada
## 2562            Puerto Rico               Grenada
## 2563             Martinique               Grenada
## 2564              St. Lucia               Grenada
## 2565              Australia               Grenada
## 2566                Liberia               Grenada
## 2567           Sierra Leone               Grenada
## 2568                 U.S.A.               Grenada
## 2569                Nigeria               Grenada
## 2570  St.Vincent-Grenadines               Grenada
## 2571               Thailand               Grenada
## 2572                 Tobago               Grenada
## 2573    Sao Tome & Principe               Grenada
## 2574                Sumatra               Grenada
## 2575            El Salvador               Grenada
## 2576               Cameroon               Grenada
## 2577                  Samoa               Grenada
## 2578                  China               Grenada
## 2579               Principe               Grenada
## 2580               Sulawesi               Grenada
## 2581               Suriname               Grenada
## 2582               DR Congo               Grenada
## 2583               Tanzania                Israel
## 2584                   Fiji                Israel
## 2585                 Uganda                Israel
## 2586                  India                Israel
## 2587                Bolivia                Israel
## 2588                 Panama                Israel
## 2589               Colombia                Israel
## 2590                  Burma                Israel
## 2591                 Brazil                Israel
## 2592       Papua New Guinea                Israel
## 2593                   Cuba                Israel
## 2594                   Togo                Israel
## 2595               Sao Tome                Israel
## 2596                 Mexico                Israel
## 2597                Vanuatu                Israel
## 2598              Indonesia                Israel
## 2599                Vietnam                Israel
## 2600              Nicaragua                Israel
## 2601                  Ghana                Israel
## 2602                 Belize                Israel
## 2603                  Blend                Israel
## 2604                Jamaica                Israel
## 2605                Grenada                Israel
## 2606              Guatemala                Israel
## 2607               Honduras                Israel
## 2608             Costa Rica                Israel
## 2609                  Haiti                Israel
## 2610                  Congo                Israel
## 2611            Philippines                Israel
## 2612        Solomon Islands                Israel
## 2613               Malaysia                Israel
## 2614              Sri Lanka                Israel
## 2615                  Gabon                Israel
## 2616                 Taiwan                Israel
## 2617            Puerto Rico                Israel
## 2618             Martinique                Israel
## 2619              St. Lucia                Israel
## 2620              Australia                Israel
## 2621                Liberia                Israel
## 2622           Sierra Leone                Israel
## 2623                 U.S.A.                Israel
## 2624                Nigeria                Israel
## 2625  St.Vincent-Grenadines                Israel
## 2626               Thailand                Israel
## 2627                 Tobago                Israel
## 2628    Sao Tome & Principe                Israel
## 2629                Sumatra                Israel
## 2630            El Salvador                Israel
## 2631               Cameroon                Israel
## 2632                  Samoa                Israel
## 2633                  China                Israel
## 2634               Principe                Israel
## 2635               Sulawesi                Israel
## 2636               Suriname                Israel
## 2637               DR Congo                Israel
## 2638               Tanzania                 India
## 2639     Dominican Republic                 India
## 2640             Madagascar                 India
## 2641                   Fiji                 India
## 2642              Venezuela                 India
## 2643                 Uganda                 India
## 2644                Bolivia                 India
## 2645                   Peru                 India
## 2646                 Panama                 India
## 2647               Colombia                 India
## 2648                  Burma                 India
## 2649                 Brazil                 India
## 2650       Papua New Guinea                 India
## 2651                Ecuador                 India
## 2652                   Cuba                 India
## 2653                   Togo                 India
## 2654               Sao Tome                 India
## 2655                 Mexico                 India
## 2656                Vanuatu                 India
## 2657              Indonesia                 India
## 2658               Trinidad                 India
## 2659                Vietnam                 India
## 2660              Nicaragua                 India
## 2661                  Ghana                 India
## 2662                 Belize                 India
## 2663                  Blend                 India
## 2664                Jamaica                 India
## 2665                Grenada                 India
## 2666              Guatemala                 India
## 2667               Honduras                 India
## 2668             Costa Rica                 India
## 2669                  Haiti                 India
## 2670                  Congo                 India
## 2671            Philippines                 India
## 2672        Solomon Islands                 India
## 2673               Malaysia                 India
## 2674              Sri Lanka                 India
## 2675            Ivory Coast                 India
## 2676                  Gabon                 India
## 2677                 Taiwan                 India
## 2678            Puerto Rico                 India
## 2679             Martinique                 India
## 2680              St. Lucia                 India
## 2681              Australia                 India
## 2682                Liberia                 India
## 2683           Sierra Leone                 India
## 2684                 U.S.A.                 India
## 2685                Nigeria                 India
## 2686  St.Vincent-Grenadines                 India
## 2687               Thailand                 India
## 2688                 Tobago                 India
## 2689    Sao Tome & Principe                 India
## 2690                Sumatra                 India
## 2691            El Salvador                 India
## 2692               Cameroon                 India
## 2693                  Samoa                 India
## 2694                  China                 India
## 2695               Principe                 India
## 2696               Sulawesi                 India
## 2697               Suriname                 India
## 2698               DR Congo                 India
## 2699               Tanzania St.Vincent-Grenadines
## 2700     Dominican Republic St.Vincent-Grenadines
## 2701             Madagascar St.Vincent-Grenadines
## 2702                   Fiji St.Vincent-Grenadines
## 2703              Venezuela St.Vincent-Grenadines
## 2704                 Uganda St.Vincent-Grenadines
## 2705                  India St.Vincent-Grenadines
## 2706                Bolivia St.Vincent-Grenadines
## 2707                   Peru St.Vincent-Grenadines
## 2708                 Panama St.Vincent-Grenadines
## 2709               Colombia St.Vincent-Grenadines
## 2710                  Burma St.Vincent-Grenadines
## 2711                 Brazil St.Vincent-Grenadines
## 2712       Papua New Guinea St.Vincent-Grenadines
## 2713                Ecuador St.Vincent-Grenadines
## 2714                   Cuba St.Vincent-Grenadines
## 2715                   Togo St.Vincent-Grenadines
## 2716               Sao Tome St.Vincent-Grenadines
## 2717                 Mexico St.Vincent-Grenadines
## 2718                Vanuatu St.Vincent-Grenadines
## 2719              Indonesia St.Vincent-Grenadines
## 2720               Trinidad St.Vincent-Grenadines
## 2721                Vietnam St.Vincent-Grenadines
## 2722              Nicaragua St.Vincent-Grenadines
## 2723                  Ghana St.Vincent-Grenadines
## 2724                 Belize St.Vincent-Grenadines
## 2725                  Blend St.Vincent-Grenadines
## 2726                Jamaica St.Vincent-Grenadines
## 2727                Grenada St.Vincent-Grenadines
## 2728              Guatemala St.Vincent-Grenadines
## 2729               Honduras St.Vincent-Grenadines
## 2730             Costa Rica St.Vincent-Grenadines
## 2731                  Haiti St.Vincent-Grenadines
## 2732                  Congo St.Vincent-Grenadines
## 2733            Philippines St.Vincent-Grenadines
## 2734        Solomon Islands St.Vincent-Grenadines
## 2735               Malaysia St.Vincent-Grenadines
## 2736              Sri Lanka St.Vincent-Grenadines
## 2737            Ivory Coast St.Vincent-Grenadines
## 2738                  Gabon St.Vincent-Grenadines
## 2739                 Taiwan St.Vincent-Grenadines
## 2740            Puerto Rico St.Vincent-Grenadines
## 2741             Martinique St.Vincent-Grenadines
## 2742              St. Lucia St.Vincent-Grenadines
## 2743              Australia St.Vincent-Grenadines
## 2744                Liberia St.Vincent-Grenadines
## 2745           Sierra Leone St.Vincent-Grenadines
## 2746                 U.S.A. St.Vincent-Grenadines
## 2747                Nigeria St.Vincent-Grenadines
## 2748               Thailand St.Vincent-Grenadines
## 2749                 Tobago St.Vincent-Grenadines
## 2750    Sao Tome & Principe St.Vincent-Grenadines
## 2751                Sumatra St.Vincent-Grenadines
## 2752            El Salvador St.Vincent-Grenadines
## 2753               Cameroon St.Vincent-Grenadines
## 2754                  Samoa St.Vincent-Grenadines
## 2755                  China St.Vincent-Grenadines
## 2756               Principe St.Vincent-Grenadines
## 2757               Sulawesi St.Vincent-Grenadines
## 2758               Suriname St.Vincent-Grenadines
## 2759               DR Congo St.Vincent-Grenadines
## 2760               Tanzania        Czech Republic
## 2761     Dominican Republic        Czech Republic
## 2762                   Fiji        Czech Republic
## 2763                 Uganda        Czech Republic
## 2764                  India        Czech Republic
## 2765                Bolivia        Czech Republic
## 2766                   Peru        Czech Republic
## 2767                 Panama        Czech Republic
## 2768               Colombia        Czech Republic
## 2769                  Burma        Czech Republic
## 2770                 Brazil        Czech Republic
## 2771       Papua New Guinea        Czech Republic
## 2772                Ecuador        Czech Republic
## 2773                   Cuba        Czech Republic
## 2774                   Togo        Czech Republic
## 2775               Sao Tome        Czech Republic
## 2776                 Mexico        Czech Republic
## 2777                Vanuatu        Czech Republic
## 2778              Indonesia        Czech Republic
## 2779               Trinidad        Czech Republic
## 2780              Nicaragua        Czech Republic
## 2781                  Ghana        Czech Republic
## 2782                 Belize        Czech Republic
## 2783                  Blend        Czech Republic
## 2784                Jamaica        Czech Republic
## 2785                Grenada        Czech Republic
## 2786              Guatemala        Czech Republic
## 2787               Honduras        Czech Republic
## 2788             Costa Rica        Czech Republic
## 2789                  Haiti        Czech Republic
## 2790                  Congo        Czech Republic
## 2791            Philippines        Czech Republic
## 2792        Solomon Islands        Czech Republic
## 2793               Malaysia        Czech Republic
## 2794              Sri Lanka        Czech Republic
## 2795            Ivory Coast        Czech Republic
## 2796                  Gabon        Czech Republic
## 2797                 Taiwan        Czech Republic
## 2798            Puerto Rico        Czech Republic
## 2799             Martinique        Czech Republic
## 2800              St. Lucia        Czech Republic
## 2801              Australia        Czech Republic
## 2802                Liberia        Czech Republic
## 2803           Sierra Leone        Czech Republic
## 2804                 U.S.A.        Czech Republic
## 2805                Nigeria        Czech Republic
## 2806  St.Vincent-Grenadines        Czech Republic
## 2807               Thailand        Czech Republic
## 2808                 Tobago        Czech Republic
## 2809    Sao Tome & Principe        Czech Republic
## 2810                Sumatra        Czech Republic
## 2811            El Salvador        Czech Republic
## 2812               Cameroon        Czech Republic
## 2813                  Samoa        Czech Republic
## 2814                  China        Czech Republic
## 2815               Principe        Czech Republic
## 2816               Sulawesi        Czech Republic
## 2817               Suriname        Czech Republic
## 2818               DR Congo        Czech Republic
## 2819               Tanzania              Thailand
## 2820     Dominican Republic              Thailand
## 2821             Madagascar              Thailand
## 2822                   Fiji              Thailand
## 2823              Venezuela              Thailand
## 2824                 Uganda              Thailand
## 2825                  India              Thailand
## 2826                Bolivia              Thailand
## 2827                   Peru              Thailand
## 2828                 Panama              Thailand
## 2829               Colombia              Thailand
## 2830                  Burma              Thailand
## 2831                 Brazil              Thailand
## 2832       Papua New Guinea              Thailand
## 2833                Ecuador              Thailand
## 2834                   Cuba              Thailand
## 2835                   Togo              Thailand
## 2836               Sao Tome              Thailand
## 2837                 Mexico              Thailand
## 2838                Vanuatu              Thailand
## 2839              Indonesia              Thailand
## 2840               Trinidad              Thailand
## 2841                Vietnam              Thailand
## 2842              Nicaragua              Thailand
## 2843                  Ghana              Thailand
## 2844                 Belize              Thailand
## 2845                  Blend              Thailand
## 2846                Jamaica              Thailand
## 2847                Grenada              Thailand
## 2848              Guatemala              Thailand
## 2849               Honduras              Thailand
## 2850             Costa Rica              Thailand
## 2851                  Haiti              Thailand
## 2852                  Congo              Thailand
## 2853            Philippines              Thailand
## 2854        Solomon Islands              Thailand
## 2855               Malaysia              Thailand
## 2856              Sri Lanka              Thailand
## 2857            Ivory Coast              Thailand
## 2858                  Gabon              Thailand
## 2859                 Taiwan              Thailand
## 2860            Puerto Rico              Thailand
## 2861             Martinique              Thailand
## 2862              St. Lucia              Thailand
## 2863              Australia              Thailand
## 2864                Liberia              Thailand
## 2865           Sierra Leone              Thailand
## 2866                 U.S.A.              Thailand
## 2867                Nigeria              Thailand
## 2868  St.Vincent-Grenadines              Thailand
## 2869                 Tobago              Thailand
## 2870    Sao Tome & Principe              Thailand
## 2871                Sumatra              Thailand
## 2872            El Salvador              Thailand
## 2873               Cameroon              Thailand
## 2874                  Samoa              Thailand
## 2875                  China              Thailand
## 2876               Principe              Thailand
## 2877               Sulawesi              Thailand
## 2878               Suriname              Thailand
## 2879               DR Congo              Thailand
## 2880               Tanzania               Finland
## 2881     Dominican Republic               Finland
## 2882                   Fiji               Finland
## 2883              Venezuela               Finland
## 2884                 Uganda               Finland
## 2885                  India               Finland
## 2886                Bolivia               Finland
## 2887                   Peru               Finland
## 2888                 Panama               Finland
## 2889               Colombia               Finland
## 2890                  Burma               Finland
## 2891                 Brazil               Finland
## 2892       Papua New Guinea               Finland
## 2893                Ecuador               Finland
## 2894                   Cuba               Finland
## 2895                   Togo               Finland
## 2896               Sao Tome               Finland
## 2897                 Mexico               Finland
## 2898                Vanuatu               Finland
## 2899              Indonesia               Finland
## 2900               Trinidad               Finland
## 2901                Vietnam               Finland
## 2902              Nicaragua               Finland
## 2903                  Ghana               Finland
## 2904                 Belize               Finland
## 2905                  Blend               Finland
## 2906                Jamaica               Finland
## 2907                Grenada               Finland
## 2908              Guatemala               Finland
## 2909               Honduras               Finland
## 2910             Costa Rica               Finland
## 2911                  Haiti               Finland
## 2912                  Congo               Finland
## 2913            Philippines               Finland
## 2914        Solomon Islands               Finland
## 2915               Malaysia               Finland
## 2916              Sri Lanka               Finland
## 2917            Ivory Coast               Finland
## 2918                  Gabon               Finland
## 2919                 Taiwan               Finland
## 2920            Puerto Rico               Finland
## 2921             Martinique               Finland
## 2922              St. Lucia               Finland
## 2923              Australia               Finland
## 2924                Liberia               Finland
## 2925           Sierra Leone               Finland
## 2926                 U.S.A.               Finland
## 2927                Nigeria               Finland
## 2928  St.Vincent-Grenadines               Finland
## 2929               Thailand               Finland
## 2930                 Tobago               Finland
## 2931    Sao Tome & Principe               Finland
## 2932                Sumatra               Finland
## 2933            El Salvador               Finland
## 2934               Cameroon               Finland
## 2935                  Samoa               Finland
## 2936                  China               Finland
## 2937               Principe               Finland
## 2938               Sulawesi               Finland
## 2939               Suriname               Finland
## 2940               DR Congo               Finland
## 2941               Tanzania            Madagascar
## 2942     Dominican Republic            Madagascar
## 2943                   Fiji            Madagascar
## 2944              Venezuela            Madagascar
## 2945                 Uganda            Madagascar
## 2946                  India            Madagascar
## 2947                Bolivia            Madagascar
## 2948                   Peru            Madagascar
## 2949                 Panama            Madagascar
## 2950               Colombia            Madagascar
## 2951                  Burma            Madagascar
## 2952                 Brazil            Madagascar
## 2953       Papua New Guinea            Madagascar
## 2954                Ecuador            Madagascar
## 2955                   Cuba            Madagascar
## 2956                   Togo            Madagascar
## 2957               Sao Tome            Madagascar
## 2958                 Mexico            Madagascar
## 2959                Vanuatu            Madagascar
## 2960              Indonesia            Madagascar
## 2961               Trinidad            Madagascar
## 2962                Vietnam            Madagascar
## 2963              Nicaragua            Madagascar
## 2964                  Ghana            Madagascar
## 2965                 Belize            Madagascar
## 2966                  Blend            Madagascar
## 2967                Jamaica            Madagascar
## 2968                Grenada            Madagascar
## 2969              Guatemala            Madagascar
## 2970               Honduras            Madagascar
## 2971             Costa Rica            Madagascar
## 2972                  Haiti            Madagascar
## 2973                  Congo            Madagascar
## 2974            Philippines            Madagascar
## 2975        Solomon Islands            Madagascar
## 2976               Malaysia            Madagascar
## 2977              Sri Lanka            Madagascar
## 2978            Ivory Coast            Madagascar
## 2979                  Gabon            Madagascar
## 2980                 Taiwan            Madagascar
## 2981            Puerto Rico            Madagascar
## 2982             Martinique            Madagascar
## 2983              St. Lucia            Madagascar
## 2984              Australia            Madagascar
## 2985                Liberia            Madagascar
## 2986           Sierra Leone            Madagascar
## 2987                 U.S.A.            Madagascar
## 2988                Nigeria            Madagascar
## 2989  St.Vincent-Grenadines            Madagascar
## 2990               Thailand            Madagascar
## 2991                 Tobago            Madagascar
## 2992    Sao Tome & Principe            Madagascar
## 2993                Sumatra            Madagascar
## 2994            El Salvador            Madagascar
## 2995               Cameroon            Madagascar
## 2996                  Samoa            Madagascar
## 2997                  China            Madagascar
## 2998               Principe            Madagascar
## 2999               Sulawesi            Madagascar
## 3000               Suriname            Madagascar
## 3001               DR Congo            Madagascar
## 3002     Dominican Republic                Sweden
## 3003                   Fiji                Sweden
## 3004                 Uganda                Sweden
## 3005                  India                Sweden
## 3006                Bolivia                Sweden
## 3007                 Panama                Sweden
## 3008               Colombia                Sweden
## 3009                  Burma                Sweden
## 3010       Papua New Guinea                Sweden
## 3011                Ecuador                Sweden
## 3012                   Cuba                Sweden
## 3013                   Togo                Sweden
## 3014               Sao Tome                Sweden
## 3015                 Mexico                Sweden
## 3016                Vanuatu                Sweden
## 3017              Indonesia                Sweden
## 3018               Trinidad                Sweden
## 3019                Vietnam                Sweden
## 3020              Nicaragua                Sweden
## 3021                  Ghana                Sweden
## 3022                 Belize                Sweden
## 3023                  Blend                Sweden
## 3024                Jamaica                Sweden
## 3025                Grenada                Sweden
## 3026              Guatemala                Sweden
## 3027               Honduras                Sweden
## 3028             Costa Rica                Sweden
## 3029                  Haiti                Sweden
## 3030                  Congo                Sweden
## 3031            Philippines                Sweden
## 3032        Solomon Islands                Sweden
## 3033               Malaysia                Sweden
## 3034            Ivory Coast                Sweden
## 3035                  Gabon                Sweden
## 3036                 Taiwan                Sweden
## 3037            Puerto Rico                Sweden
## 3038             Martinique                Sweden
## 3039              St. Lucia                Sweden
## 3040              Australia                Sweden
## 3041                Liberia                Sweden
## 3042           Sierra Leone                Sweden
## 3043                 U.S.A.                Sweden
## 3044                Nigeria                Sweden
## 3045  St.Vincent-Grenadines                Sweden
## 3046               Thailand                Sweden
## 3047                 Tobago                Sweden
## 3048    Sao Tome & Principe                Sweden
## 3049                Sumatra                Sweden
## 3050            El Salvador                Sweden
## 3051               Cameroon                Sweden
## 3052                  Samoa                Sweden
## 3053                  China                Sweden
## 3054               Principe                Sweden
## 3055               Sulawesi                Sweden
## 3056               Suriname                Sweden
## 3057               DR Congo                Sweden
## 3058               Tanzania                Poland
## 3059             Madagascar                Poland
## 3060                   Fiji                Poland
## 3061                 Uganda                Poland
## 3062                  India                Poland
## 3063                Bolivia                Poland
## 3064                 Panama                Poland
## 3065                  Burma                Poland
## 3066                 Brazil                Poland
## 3067       Papua New Guinea                Poland
## 3068                   Cuba                Poland
## 3069                   Togo                Poland
## 3070               Sao Tome                Poland
## 3071                 Mexico                Poland
## 3072                Vanuatu                Poland
## 3073              Indonesia                Poland
## 3074               Trinidad                Poland
## 3075                Vietnam                Poland
## 3076                 Belize                Poland
## 3077                  Blend                Poland
## 3078                Jamaica                Poland
## 3079                Grenada                Poland
## 3080              Guatemala                Poland
## 3081               Honduras                Poland
## 3082             Costa Rica                Poland
## 3083                  Haiti                Poland
## 3084                  Congo                Poland
## 3085            Philippines                Poland
## 3086        Solomon Islands                Poland
## 3087               Malaysia                Poland
## 3088              Sri Lanka                Poland
## 3089            Ivory Coast                Poland
## 3090                  Gabon                Poland
## 3091                 Taiwan                Poland
## 3092            Puerto Rico                Poland
## 3093             Martinique                Poland
## 3094              St. Lucia                Poland
## 3095              Australia                Poland
## 3096                Liberia                Poland
## 3097           Sierra Leone                Poland
## 3098                 U.S.A.                Poland
## 3099                Nigeria                Poland
## 3100  St.Vincent-Grenadines                Poland
## 3101               Thailand                Poland
## 3102                 Tobago                Poland
## 3103    Sao Tome & Principe                Poland
## 3104                Sumatra                Poland
## 3105            El Salvador                Poland
## 3106               Cameroon                Poland
## 3107                  Samoa                Poland
## 3108                  China                Poland
## 3109               Principe                Poland
## 3110               Sulawesi                Poland
## 3111               Suriname                Poland
## 3112               DR Congo                Poland
## 3113                   Fiji               Austria
## 3114              Venezuela               Austria
## 3115                 Uganda               Austria
## 3116                  Burma               Austria
## 3117                   Cuba               Austria
## 3118                   Togo               Austria
## 3119               Sao Tome               Austria
## 3120                 Mexico               Austria
## 3121                Vanuatu               Austria
## 3122              Indonesia               Austria
## 3123                Vietnam               Austria
## 3124              Nicaragua               Austria
## 3125                  Ghana               Austria
## 3126                Jamaica               Austria
## 3127                Grenada               Austria
## 3128              Guatemala               Austria
## 3129               Honduras               Austria
## 3130             Costa Rica               Austria
## 3131            Philippines               Austria
## 3132        Solomon Islands               Austria
## 3133               Malaysia               Austria
## 3134              Sri Lanka               Austria
## 3135            Ivory Coast               Austria
## 3136                  Gabon               Austria
## 3137                 Taiwan               Austria
## 3138            Puerto Rico               Austria
## 3139             Martinique               Austria
## 3140              St. Lucia               Austria
## 3141              Australia               Austria
## 3142                Liberia               Austria
## 3143           Sierra Leone               Austria
## 3144                 U.S.A.               Austria
## 3145                Nigeria               Austria
## 3146  St.Vincent-Grenadines               Austria
## 3147               Thailand               Austria
## 3148                 Tobago               Austria
## 3149    Sao Tome & Principe               Austria
## 3150                Sumatra               Austria
## 3151            El Salvador               Austria
## 3152               Cameroon               Austria
## 3153                  Samoa               Austria
## 3154                  China               Austria
## 3155               Principe               Austria
## 3156               Sulawesi               Austria
## 3157               Suriname               Austria
## 3158               DR Congo               Austria
## 3159               Tanzania              Honduras
## 3160     Dominican Republic              Honduras
## 3161             Madagascar              Honduras
## 3162                   Fiji              Honduras
## 3163              Venezuela              Honduras
## 3164                 Uganda              Honduras
## 3165                  India              Honduras
## 3166                Bolivia              Honduras
## 3167                   Peru              Honduras
## 3168                 Panama              Honduras
## 3169               Colombia              Honduras
## 3170                  Burma              Honduras
## 3171                 Brazil              Honduras
## 3172       Papua New Guinea              Honduras
## 3173                Ecuador              Honduras
## 3174                   Cuba              Honduras
## 3175                   Togo              Honduras
## 3176               Sao Tome              Honduras
## 3177                 Mexico              Honduras
## 3178                Vanuatu              Honduras
## 3179              Indonesia              Honduras
## 3180               Trinidad              Honduras
## 3181                Vietnam              Honduras
## 3182                  Ghana              Honduras
## 3183                 Belize              Honduras
## 3184                  Blend              Honduras
## 3185                Jamaica              Honduras
## 3186                Grenada              Honduras
## 3187              Guatemala              Honduras
## 3188             Costa Rica              Honduras
## 3189                  Haiti              Honduras
## 3190                  Congo              Honduras
## 3191            Philippines              Honduras
## 3192        Solomon Islands              Honduras
## 3193               Malaysia              Honduras
## 3194              Sri Lanka              Honduras
## 3195            Ivory Coast              Honduras
## 3196                  Gabon              Honduras
## 3197                 Taiwan              Honduras
## 3198            Puerto Rico              Honduras
## 3199             Martinique              Honduras
## 3200              St. Lucia              Honduras
## 3201              Australia              Honduras
## 3202                Liberia              Honduras
## 3203           Sierra Leone              Honduras
## 3204                 U.S.A.              Honduras
## 3205                Nigeria              Honduras
## 3206  St.Vincent-Grenadines              Honduras
## 3207               Thailand              Honduras
## 3208                 Tobago              Honduras
## 3209    Sao Tome & Principe              Honduras
## 3210                Sumatra              Honduras
## 3211               Cameroon              Honduras
## 3212                  Samoa              Honduras
## 3213                  China              Honduras
## 3214               Principe              Honduras
## 3215               Sulawesi              Honduras
## 3216               Suriname              Honduras
## 3217               DR Congo              Honduras
## 3218     Dominican Republic                U.A.E.
## 3219                   Fiji                U.A.E.
## 3220              Venezuela                U.A.E.
## 3221                 Uganda                U.A.E.
## 3222                Bolivia                U.A.E.
## 3223                   Peru                U.A.E.
## 3224                 Panama                U.A.E.
## 3225               Colombia                U.A.E.
## 3226                  Burma                U.A.E.
## 3227                 Brazil                U.A.E.
## 3228                Ecuador                U.A.E.
## 3229                   Cuba                U.A.E.
## 3230                   Togo                U.A.E.
## 3231               Sao Tome                U.A.E.
## 3232                 Mexico                U.A.E.
## 3233                Vanuatu                U.A.E.
## 3234              Indonesia                U.A.E.
## 3235               Trinidad                U.A.E.
## 3236              Nicaragua                U.A.E.
## 3237                  Ghana                U.A.E.
## 3238                 Belize                U.A.E.
## 3239                  Blend                U.A.E.
## 3240                Jamaica                U.A.E.
## 3241                Grenada                U.A.E.
## 3242              Guatemala                U.A.E.
## 3243               Honduras                U.A.E.
## 3244             Costa Rica                U.A.E.
## 3245                  Haiti                U.A.E.
## 3246                  Congo                U.A.E.
## 3247            Philippines                U.A.E.
## 3248        Solomon Islands                U.A.E.
## 3249               Malaysia                U.A.E.
## 3250              Sri Lanka                U.A.E.
## 3251            Ivory Coast                U.A.E.
## 3252                  Gabon                U.A.E.
## 3253                 Taiwan                U.A.E.
## 3254            Puerto Rico                U.A.E.
## 3255             Martinique                U.A.E.
## 3256              St. Lucia                U.A.E.
## 3257              Australia                U.A.E.
## 3258                Liberia                U.A.E.
## 3259           Sierra Leone                U.A.E.
## 3260                 U.S.A.                U.A.E.
## 3261                Nigeria                U.A.E.
## 3262  St.Vincent-Grenadines                U.A.E.
## 3263               Thailand                U.A.E.
## 3264                 Tobago                U.A.E.
## 3265    Sao Tome & Principe                U.A.E.
## 3266                Sumatra                U.A.E.
## 3267            El Salvador                U.A.E.
## 3268               Cameroon                U.A.E.
## 3269                  Samoa                U.A.E.
## 3270                  China                U.A.E.
## 3271               Principe                U.A.E.
## 3272               Sulawesi                U.A.E.
## 3273               Suriname                U.A.E.
## 3274               DR Congo                U.A.E.
## 3275               Tanzania             Lithuania
## 3276     Dominican Republic             Lithuania
## 3277             Madagascar             Lithuania
## 3278                   Fiji             Lithuania
## 3279                 Uganda             Lithuania
## 3280                  India             Lithuania
## 3281                Bolivia             Lithuania
## 3282                 Panama             Lithuania
## 3283               Colombia             Lithuania
## 3284                  Burma             Lithuania
## 3285                 Brazil             Lithuania
## 3286       Papua New Guinea             Lithuania
## 3287                Ecuador             Lithuania
## 3288                   Cuba             Lithuania
## 3289                   Togo             Lithuania
## 3290               Sao Tome             Lithuania
## 3291                 Mexico             Lithuania
## 3292                Vanuatu             Lithuania
## 3293              Indonesia             Lithuania
## 3294               Trinidad             Lithuania
## 3295                Vietnam             Lithuania
## 3296                  Ghana             Lithuania
## 3297                 Belize             Lithuania
## 3298                Jamaica             Lithuania
## 3299              Guatemala             Lithuania
## 3300               Honduras             Lithuania
## 3301             Costa Rica             Lithuania
## 3302                  Haiti             Lithuania
## 3303                  Congo             Lithuania
## 3304            Philippines             Lithuania
## 3305        Solomon Islands             Lithuania
## 3306               Malaysia             Lithuania
## 3307              Sri Lanka             Lithuania
## 3308            Ivory Coast             Lithuania
## 3309                  Gabon             Lithuania
## 3310                 Taiwan             Lithuania
## 3311            Puerto Rico             Lithuania
## 3312             Martinique             Lithuania
## 3313              St. Lucia             Lithuania
## 3314              Australia             Lithuania
## 3315                Liberia             Lithuania
## 3316           Sierra Leone             Lithuania
## 3317                 U.S.A.             Lithuania
## 3318                Nigeria             Lithuania
## 3319  St.Vincent-Grenadines             Lithuania
## 3320               Thailand             Lithuania
## 3321                 Tobago             Lithuania
## 3322    Sao Tome & Principe             Lithuania
## 3323                Sumatra             Lithuania
## 3324               Cameroon             Lithuania
## 3325                  Samoa             Lithuania
## 3326                  China             Lithuania
## 3327               Principe             Lithuania
## 3328               Sulawesi             Lithuania
## 3329               Suriname             Lithuania
## 3330               DR Congo             Lithuania
## 3331               Tanzania               Ireland
## 3332             Madagascar               Ireland
## 3333                   Fiji               Ireland
## 3334              Venezuela               Ireland
## 3335                 Uganda               Ireland
## 3336                  India               Ireland
## 3337                Bolivia               Ireland
## 3338                 Panama               Ireland
## 3339               Colombia               Ireland
## 3340                  Burma               Ireland
## 3341                 Brazil               Ireland
## 3342       Papua New Guinea               Ireland
## 3343                Ecuador               Ireland
## 3344                   Cuba               Ireland
## 3345                   Togo               Ireland
## 3346               Sao Tome               Ireland
## 3347                 Mexico               Ireland
## 3348                Vanuatu               Ireland
## 3349              Indonesia               Ireland
## 3350               Trinidad               Ireland
## 3351                Vietnam               Ireland
## 3352              Nicaragua               Ireland
## 3353                  Ghana               Ireland
## 3354                 Belize               Ireland
## 3355                  Blend               Ireland
## 3356                Jamaica               Ireland
## 3357                Grenada               Ireland
## 3358              Guatemala               Ireland
## 3359               Honduras               Ireland
## 3360             Costa Rica               Ireland
## 3361                  Haiti               Ireland
## 3362                  Congo               Ireland
## 3363            Philippines               Ireland
## 3364        Solomon Islands               Ireland
## 3365               Malaysia               Ireland
## 3366              Sri Lanka               Ireland
## 3367            Ivory Coast               Ireland
## 3368                  Gabon               Ireland
## 3369                 Taiwan               Ireland
## 3370            Puerto Rico               Ireland
## 3371             Martinique               Ireland
## 3372              St. Lucia               Ireland
## 3373              Australia               Ireland
## 3374                Liberia               Ireland
## 3375           Sierra Leone               Ireland
## 3376                 U.S.A.               Ireland
## 3377                Nigeria               Ireland
## 3378  St.Vincent-Grenadines               Ireland
## 3379               Thailand               Ireland
## 3380                 Tobago               Ireland
## 3381    Sao Tome & Principe               Ireland
## 3382                Sumatra               Ireland
## 3383            El Salvador               Ireland
## 3384               Cameroon               Ireland
## 3385                  Samoa               Ireland
## 3386                  China               Ireland
## 3387               Principe               Ireland
## 3388               Sulawesi               Ireland
## 3389               Suriname               Ireland
## 3390               DR Congo               Ireland
## 3391               Tanzania                 Chile
## 3392     Dominican Republic                 Chile
## 3393             Madagascar                 Chile
## 3394                   Fiji                 Chile
## 3395              Venezuela                 Chile
## 3396                 Uganda                 Chile
## 3397                  India                 Chile
## 3398                Bolivia                 Chile
## 3399                 Panama                 Chile
## 3400               Colombia                 Chile
## 3401                  Burma                 Chile
## 3402                 Brazil                 Chile
## 3403       Papua New Guinea                 Chile
## 3404                Ecuador                 Chile
## 3405                   Cuba                 Chile
## 3406                   Togo                 Chile
## 3407               Sao Tome                 Chile
## 3408                 Mexico                 Chile
## 3409                Vanuatu                 Chile
## 3410              Indonesia                 Chile
## 3411               Trinidad                 Chile
## 3412                Vietnam                 Chile
## 3413              Nicaragua                 Chile
## 3414                  Ghana                 Chile
## 3415                 Belize                 Chile
## 3416                  Blend                 Chile
## 3417                Jamaica                 Chile
## 3418                Grenada                 Chile
## 3419              Guatemala                 Chile
## 3420               Honduras                 Chile
## 3421             Costa Rica                 Chile
## 3422                  Haiti                 Chile
## 3423                  Congo                 Chile
## 3424            Philippines                 Chile
## 3425        Solomon Islands                 Chile
## 3426               Malaysia                 Chile
## 3427              Sri Lanka                 Chile
## 3428            Ivory Coast                 Chile
## 3429                  Gabon                 Chile
## 3430                 Taiwan                 Chile
## 3431            Puerto Rico                 Chile
## 3432             Martinique                 Chile
## 3433              St. Lucia                 Chile
## 3434              Australia                 Chile
## 3435                Liberia                 Chile
## 3436           Sierra Leone                 Chile
## 3437                 U.S.A.                 Chile
## 3438                Nigeria                 Chile
## 3439  St.Vincent-Grenadines                 Chile
## 3440               Thailand                 Chile
## 3441                 Tobago                 Chile
## 3442    Sao Tome & Principe                 Chile
## 3443                Sumatra                 Chile
## 3444            El Salvador                 Chile
## 3445               Cameroon                 Chile
## 3446                  Samoa                 Chile
## 3447                  China                 Chile
## 3448               Principe                 Chile
## 3449               Sulawesi                 Chile
## 3450               Suriname                 Chile
## 3451               DR Congo                 Chile
## 3452               Tanzania                 Ghana
## 3453     Dominican Republic                 Ghana
## 3454             Madagascar                 Ghana
## 3455                   Fiji                 Ghana
## 3456              Venezuela                 Ghana
## 3457                 Uganda                 Ghana
## 3458                  India                 Ghana
## 3459                Bolivia                 Ghana
## 3460                   Peru                 Ghana
## 3461                 Panama                 Ghana
## 3462               Colombia                 Ghana
## 3463                  Burma                 Ghana
## 3464                 Brazil                 Ghana
## 3465       Papua New Guinea                 Ghana
## 3466                Ecuador                 Ghana
## 3467                   Cuba                 Ghana
## 3468                   Togo                 Ghana
## 3469               Sao Tome                 Ghana
## 3470                 Mexico                 Ghana
## 3471                Vanuatu                 Ghana
## 3472              Indonesia                 Ghana
## 3473               Trinidad                 Ghana
## 3474                Vietnam                 Ghana
## 3475              Nicaragua                 Ghana
## 3476                 Belize                 Ghana
## 3477                  Blend                 Ghana
## 3478                Jamaica                 Ghana
## 3479                Grenada                 Ghana
## 3480              Guatemala                 Ghana
## 3481               Honduras                 Ghana
## 3482             Costa Rica                 Ghana
## 3483                  Haiti                 Ghana
## 3484                  Congo                 Ghana
## 3485            Philippines                 Ghana
## 3486        Solomon Islands                 Ghana
## 3487               Malaysia                 Ghana
## 3488              Sri Lanka                 Ghana
## 3489            Ivory Coast                 Ghana
## 3490                  Gabon                 Ghana
## 3491                 Taiwan                 Ghana
## 3492            Puerto Rico                 Ghana
## 3493             Martinique                 Ghana
## 3494              St. Lucia                 Ghana
## 3495              Australia                 Ghana
## 3496                Liberia                 Ghana
## 3497           Sierra Leone                 Ghana
## 3498                 U.S.A.                 Ghana
## 3499                Nigeria                 Ghana
## 3500  St.Vincent-Grenadines                 Ghana
## 3501               Thailand                 Ghana
## 3502                 Tobago                 Ghana
## 3503    Sao Tome & Principe                 Ghana
## 3504                Sumatra                 Ghana
## 3505            El Salvador                 Ghana
## 3506               Cameroon                 Ghana
## 3507                  Samoa                 Ghana
## 3508                  China                 Ghana
## 3509               Principe                 Ghana
## 3510               Sulawesi                 Ghana
## 3511               Suriname                 Ghana
## 3512               DR Congo                 Ghana
## 3513     Dominican Republic               Iceland
## 3514                   Fiji               Iceland
## 3515              Venezuela               Iceland
## 3516                 Uganda               Iceland
## 3517                  India               Iceland
## 3518                Bolivia               Iceland
## 3519                   Peru               Iceland
## 3520                 Panama               Iceland
## 3521               Colombia               Iceland
## 3522                  Burma               Iceland
## 3523                 Brazil               Iceland
## 3524                Ecuador               Iceland
## 3525                   Cuba               Iceland
## 3526                   Togo               Iceland
## 3527               Sao Tome               Iceland
## 3528                 Mexico               Iceland
## 3529                Vanuatu               Iceland
## 3530              Indonesia               Iceland
## 3531               Trinidad               Iceland
## 3532                Vietnam               Iceland
## 3533                  Ghana               Iceland
## 3534                 Belize               Iceland
## 3535                  Blend               Iceland
## 3536                Jamaica               Iceland
## 3537                Grenada               Iceland
## 3538              Guatemala               Iceland
## 3539               Honduras               Iceland
## 3540             Costa Rica               Iceland
## 3541                  Haiti               Iceland
## 3542                  Congo               Iceland
## 3543            Philippines               Iceland
## 3544        Solomon Islands               Iceland
## 3545               Malaysia               Iceland
## 3546              Sri Lanka               Iceland
## 3547            Ivory Coast               Iceland
## 3548                  Gabon               Iceland
## 3549                 Taiwan               Iceland
## 3550            Puerto Rico               Iceland
## 3551             Martinique               Iceland
## 3552              St. Lucia               Iceland
## 3553              Australia               Iceland
## 3554                Liberia               Iceland
## 3555           Sierra Leone               Iceland
## 3556                 U.S.A.               Iceland
## 3557                Nigeria               Iceland
## 3558  St.Vincent-Grenadines               Iceland
## 3559               Thailand               Iceland
## 3560                 Tobago               Iceland
## 3561    Sao Tome & Principe               Iceland
## 3562                Sumatra               Iceland
## 3563            El Salvador               Iceland
## 3564               Cameroon               Iceland
## 3565                  Samoa               Iceland
## 3566                  China               Iceland
## 3567               Principe               Iceland
## 3568               Sulawesi               Iceland
## 3569               Suriname               Iceland
## 3570               DR Congo               Iceland
## 3571               Tanzania              Suriname
## 3572     Dominican Republic              Suriname
## 3573             Madagascar              Suriname
## 3574                   Fiji              Suriname
## 3575              Venezuela              Suriname
## 3576                 Uganda              Suriname
## 3577                  India              Suriname
## 3578                Bolivia              Suriname
## 3579                   Peru              Suriname
## 3580                 Panama              Suriname
## 3581               Colombia              Suriname
## 3582                  Burma              Suriname
## 3583                 Brazil              Suriname
## 3584       Papua New Guinea              Suriname
## 3585                Ecuador              Suriname
## 3586                   Cuba              Suriname
## 3587                   Togo              Suriname
## 3588               Sao Tome              Suriname
## 3589                 Mexico              Suriname
## 3590                Vanuatu              Suriname
## 3591              Indonesia              Suriname
## 3592               Trinidad              Suriname
## 3593                Vietnam              Suriname
## 3594              Nicaragua              Suriname
## 3595                  Ghana              Suriname
## 3596                 Belize              Suriname
## 3597                  Blend              Suriname
## 3598                Jamaica              Suriname
## 3599                Grenada              Suriname
## 3600              Guatemala              Suriname
## 3601               Honduras              Suriname
## 3602             Costa Rica              Suriname
## 3603                  Haiti              Suriname
## 3604                  Congo              Suriname
## 3605            Philippines              Suriname
## 3606        Solomon Islands              Suriname
## 3607               Malaysia              Suriname
## 3608              Sri Lanka              Suriname
## 3609            Ivory Coast              Suriname
## 3610                  Gabon              Suriname
## 3611                 Taiwan              Suriname
## 3612            Puerto Rico              Suriname
## 3613             Martinique              Suriname
## 3614              St. Lucia              Suriname
## 3615              Australia              Suriname
## 3616                Liberia              Suriname
## 3617           Sierra Leone              Suriname
## 3618                 U.S.A.              Suriname
## 3619                Nigeria              Suriname
## 3620  St.Vincent-Grenadines              Suriname
## 3621               Thailand              Suriname
## 3622                 Tobago              Suriname
## 3623    Sao Tome & Principe              Suriname
## 3624                Sumatra              Suriname
## 3625            El Salvador              Suriname
## 3626               Cameroon              Suriname
## 3627                  Samoa              Suriname
## 3628                  China              Suriname
## 3629               Principe              Suriname
## 3630               Sulawesi              Suriname
## 3631               DR Congo              Suriname
## 3632               Tanzania           El Salvador
## 3633     Dominican Republic           El Salvador
## 3634             Madagascar           El Salvador
## 3635                   Fiji           El Salvador
## 3636              Venezuela           El Salvador
## 3637                 Uganda           El Salvador
## 3638                  India           El Salvador
## 3639                Bolivia           El Salvador
## 3640                   Peru           El Salvador
## 3641                 Panama           El Salvador
## 3642               Colombia           El Salvador
## 3643                  Burma           El Salvador
## 3644                 Brazil           El Salvador
## 3645       Papua New Guinea           El Salvador
## 3646                Ecuador           El Salvador
## 3647                   Cuba           El Salvador
## 3648                   Togo           El Salvador
## 3649               Sao Tome           El Salvador
## 3650                 Mexico           El Salvador
## 3651                Vanuatu           El Salvador
## 3652              Indonesia           El Salvador
## 3653               Trinidad           El Salvador
## 3654                Vietnam           El Salvador
## 3655              Nicaragua           El Salvador
## 3656                  Ghana           El Salvador
## 3657                 Belize           El Salvador
## 3658                  Blend           El Salvador
## 3659                Jamaica           El Salvador
## 3660                Grenada           El Salvador
## 3661              Guatemala           El Salvador
## 3662               Honduras           El Salvador
## 3663             Costa Rica           El Salvador
## 3664                  Haiti           El Salvador
## 3665                  Congo           El Salvador
## 3666            Philippines           El Salvador
## 3667        Solomon Islands           El Salvador
## 3668               Malaysia           El Salvador
## 3669              Sri Lanka           El Salvador
## 3670            Ivory Coast           El Salvador
## 3671                  Gabon           El Salvador
## 3672                 Taiwan           El Salvador
## 3673            Puerto Rico           El Salvador
## 3674             Martinique           El Salvador
## 3675              St. Lucia           El Salvador
## 3676              Australia           El Salvador
## 3677                Liberia           El Salvador
## 3678           Sierra Leone           El Salvador
## 3679                 U.S.A.           El Salvador
## 3680                Nigeria           El Salvador
## 3681  St.Vincent-Grenadines           El Salvador
## 3682               Thailand           El Salvador
## 3683                 Tobago           El Salvador
## 3684    Sao Tome & Principe           El Salvador
## 3685                Sumatra           El Salvador
## 3686               Cameroon           El Salvador
## 3687                  Samoa           El Salvador
## 3688                  China           El Salvador
## 3689               Principe           El Salvador
## 3690               Sulawesi           El Salvador
## 3691               Suriname           El Salvador
## 3692               DR Congo           El Salvador

Insight:

Determining the absent combinations facilitates the assessment of whether particular corporate sites procure beans from particular nations. The regions where the chocolate manufacturer does not source beans may be indicated by the missing pairings.

Significance:

Knowing which combinations are absent can shed light on the company’s sourcing tactics or access issues with specific bean suppliers.

Insight

Knowing which combinations are most and least prevalent gives you an understanding of how bean sourcing is distributed among various firm locations.

Significance

Determining common and unusual combinations can help with supply chain optimisation and bean source diversification decisions.

Visualize Combinations

# Visualize combinations
library(ggplot2)

ggplot(data, aes(x = country_of_bean_origin, fill = company_location)) +
  geom_bar(position = "stack") +
  labs(title = "Distribution of Company Locations by Bean Origin",
       x = "Country of Bean Origin",
       fill = "Company Location") +
  theme_minimal()

Insight

the distribution of bean sourcing across various firm sites is made easier by the visualisation, which shows patterns of both typical and unusual combinations.

Significance

Having a visual representation of combinations helps with decision-making regarding sourcing tactics and possible growth or optimization areas.

options(repos = c(CRAN = "https://cran.rstudio.com"))
install.packages("ggplot2")
## Warning: package 'ggplot2' is in use and will not be installed