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library(reshape2)##
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## smithslibrary(dplyr)
library(gridExtra)##
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## combine# Loading the dataset in beers data frame
beers <- read.csv("/Users/bhavyakalra/Desktop/Stats R/Final_project_beer/beer_profile_and_ratings.csv")
head(beers)## Name Style
## 1 Amber Altbier
## 2 Double Bag Altbier
## 3 Long Trail Ale Altbier
## 4 Doppelsticke Altbier
## 5 Sleigh'r Dark Doüble Alt Ale Altbier
## 6 Sticke Altbier
## Brewery
## 1 Alaskan Brewing Co.
## 2 Long Trail Brewing Co.
## 3 Long Trail Brewing Co.
## 4 Uerige Obergärige Hausbrauerei GmbH / Zum Uerige
## 5 Ninkasi Brewing Company
## 6 Uerige Obergärige Hausbrauerei GmbH / Zum Uerige
## Beer.Name..Full.
## 1 Alaskan Brewing Co. Alaskan Amber
## 2 Long Trail Brewing Co. Double Bag
## 3 Long Trail Brewing Co. Long Trail Ale
## 4 Uerige Obergärige Hausbrauerei GmbH / Zum Uerige Uerige Doppelsticke
## 5 Ninkasi Brewing Company Sleigh'r Dark Doüble Alt Ale
## 6 Uerige Obergärige Hausbrauerei GmbH / Zum Uerige Uerige Sticke
## Description
## 1 Notes:Richly malty and long on the palate, with just enough hop backing to make this beautiful amber colored "alt" style beer notably well balanced.\\t
## 2 Notes:This malty, full-bodied double alt is also known as “Stickebier” – German slang for “secret brew”. Long Trail Double Bag was originally offered only in our brewery taproom as a special treat to our visitors. With an alcohol content of 7.2%, please indulge in moderation. The Long Trail Brewing Company is proud to have Double Bag named Malt Advocate’s “Beer of the Year” in 2001. Malt Advocate is a national magazine devoted to “expanding the boundaries of fine drinks”. Their panel of judges likes to keep things simple, and therefore of thousands of eligible competitors they award only two categories: “Imported” and “Domestic”. It is a great honor to receive this recognition.33 IBU\\t
## 3 Notes:Long Trail Ale is a full-bodied amber ale modeled after the “Alt-biers” of Düsseldorf, Germany. Our top fermenting yeast and cold finishing temperature result in a complex, yet clean, full flavor. Originally introduced in November of 1989, Long Trail Ale beer quickly became, and remains, the largest selling craft-brew in Vermont. It is a multiple medal winner at the Great American Beer Festival.25 IBU\\t
## 4 Notes:
## 5 Notes:Called 'Dark Double Alt' on the label.Seize the season with Sleigh'r. Layers of deeply toasted malt are balanced by just enough hop bitterness to make it deceivingly drinkable. Paired with a dry finish, Sleigh’r is anything but your typical winter brew.An Alt ferments with Ale yeast at colder lagering temperatures. This effect gives Alts a more refined, crisp lager-like flavor than traditional ales. The Alt has been “Ninkasified” raising the ABV and IBUs. Sleigh'r has a deep, toasted malt flavor that finishes dry and balanced.50 IBU\\t
## 6 Notes:
## ABV Min.IBU Max.IBU Astringency Body Alcohol Bitter Sweet Sour Salty Fruits
## 1 5.3 25 50 13 32 9 47 74 33 0 33
## 2 7.2 25 50 12 57 18 33 55 16 0 24
## 3 5.0 25 50 14 37 6 42 43 11 0 10
## 4 8.5 25 50 13 55 31 47 101 18 1 49
## 5 7.2 25 50 25 51 26 44 45 9 1 11
## 6 6.0 25 50 22 45 13 46 62 25 1 34
## Hoppy Spices Malty review_aroma review_appearance review_palate review_taste
## 1 57 8 111 3.498994 3.636821 3.556338 3.643863
## 2 35 12 84 3.798337 3.846154 3.904366 4.024948
## 3 54 4 62 3.409814 3.667109 3.600796 3.631300
## 4 40 16 119 4.148098 4.033967 4.150815 4.205163
## 5 51 20 95 3.625000 3.973958 3.734375 3.765625
## 6 60 4 103 4.007937 4.007937 4.087302 4.192063
## review_overall number_of_reviews
## 1 3.847082 497
## 2 4.034304 481
## 3 3.830239 377
## 4 4.005435 368
## 5 3.817708 96
## 6 4.230159 315# Number of random samples (between 5 and 10)
num_samples <- sample(5:10, 1)
# 50% of subsample taken from total data
sample_size <- round(nrow(beers) * 0.5)
samples <- list()
columns_to_include <- c("Name", "Style","review_appearance", "review_taste", "review_palate", "review_overall")
# Creating random samples
for (i in 1:num_samples) {
sample_indices <- sample(1:nrow(beers), sample_size, replace = TRUE)
random_sample <- beers[sample_indices, columns_to_include]
##### Storing random samples in 'samples' data frame.
samples[[i]] <- random_sample
}head(samples[2])## [[1]]
## Name
## 1161 Efes Dark
## 387 Alpen Glow
## 1080 Schell's Dark
## 567 Little Kings Cream Ale
## 1036 Batch 19Coors Brewing Company (Molson-Coors)
## 2594 Dissent
## 1412 Earthquake High Gravity Lager (10%)
## 2021 Smoke
## 2390 Dark Island Reserve
## 1700 Gerstel Non Alcoholic
## 2511 Double Stout
## 2462 Le Serpent
## 232 Southside Blonde
## 2566 March Of The Penguins
## 270 Josephs Brau Winter Brew
## 847 Otter Creek Fresh Slice
## 2562 Rosie Parks Oyster Stout
## 504 Truck Stop Honey Brown Ale
## 1919 Kozel
## 2114 Gran Sport Porter
## 31 Little Red Cap
## 886 NetherWorld Cascadian Dark Ale
## 3127 ZÔN
## 2804 Grand Cru
## 523 The Citizen
## 1002 Endless River
## 3054 Benediktiner Weissbier
## 1124 Shiner Dortmunder (Spring Ale)
## 1019 Corona Extra
## 2137 Big Black Smoke
## 3020 Erdinger Weissbier (Hefe-Weizen)
## 641 Les Bière Des Sans Culottes
## 1505 Rauchbier
## 1719 Motor City Brewing Ghettoblaster
## 2224 Red Tail Ale
## 3137 Temptation
## 2809 Green Flash Grand Cru
## 343 Samuel Adams Cherry Chocolate BockBoston Beer Company (Samuel Adams)
## 2803 Hitachino Nest Extra High (XH)
## 1483 OktoberFish
## 1578 Vienna-Style Amber Lager
## 2060 Sly Rye Porter
## 331 Southampton May Bock
## 2165 Dark O' The Moon
## 703 Wisconsin Belgian Red
## 1774 Ola Dubh Special Reserve 12
## 1108 Supper Club
## 402 Weizenbock
## 2747 Samuel Adams UtopiasBoston Beer Company (Samuel Adams)
## 2387 Burning Skye Scottish Style Ale
## 2387.1 Burning Skye Scottish Style Ale
## 2673 One Oatmeal Stout
## 2115 Black Earth PorterGreat Dane Pub & Brewing Company (Downtown)
## 1143 Lunatic Lager
## 604 Abbey Ale
## 2557 Echigo Stout
## 1816 Phin & Matt's Extraordinary Ale
## 579 Henry Weinhard's Blue Boar Ale
## 1881 Very Bad Elf Special Reserve Ale
## 1783 Gale's Prize Old Ale
## 716 Fort
## 2910 Devil's Backbone
## 755 Kinmugi (Rich Malt)
## 2344 Traquair House Ale
## 2343 Wee Heavy
## 633 Perdition
## 280 Lobotomy Bock
## 3043 The Love Wheat Beer
## 743 Bog Water
## 507 Nut Brown Ale
## 751 Gothic Ale
## 1402 Old Monk 10000
## 855 Hopus
## 281 Primátor Double Bock Beer
## 2492 Ten FIDY
## 1541 Black Radish Dark Lager
## 946 Unearthly (Imperial India Pale Ale)
## 2304 Roggenbier
## 212 Blonde Ale
## 1161.1 Efes Dark
## 333 Bock-Bier
## 1414 Axe Head Malt Liquor
## 372 Dreher Bak
## 2574 Woody Stout
## 2671 Oatmeal Stout
## 2497 Storm King Stout
## 1180 Primator Dark Lager
## 2364 Shaggin' In The Wood
## 3133 Blanche De Namur
## 1976 Summer Pilsner Fusion
## 1306 India Pale Lager
## 1533 Schwarzbier
## 1657 Mort Subite Oude Gueuze
## 2669 Oatmeal Stout
## 2643 Stouterik (The Brussels Stout)
## 2275 River Falls Red Ale
## 1563 The Raven Special Lager
## 724 Apricot Wheat
## 1038 Hamm's
## 2171 Pumking - Rum Barrel Aged
## 1722 Dark Ale
## 2497.1 Storm King Stout
## 949 Gubna
## 1243 Boss Beer
## 3141 Juliet
## 532 1888
## 956 Ruination Double IPA 2.0
## 3069 Dancing Trout Ale
## 843 Chainbreaker White IPA
## 2192 Kasteel Rouge
## 3045 Mad King's Weiss
## 157 Ruby Red Ale
## 1864 Extra Pale Ale
## 3021 DreamWeaver Wheat
## 1281 Stiegl Goldbräu
## 2886 1488 Whisky Beer
## 1377 Shiner Light
## 9 Copper
## 755.1 Kinmugi (Rich Malt)
## 2496 CBS (Canadian Breakfast Stout)
## 976 Monastyrskiy Black Currant Kvas
## 1076 Texas Red Amber Lager
## 2577 Potro
## 2300 Schleimhammer Roggenbier
## 3018 Hefe-Weissbier Naturtrüb
## 1900 Golden Pheasant
## 1359 Miller High Life Light
## 1812 Pride & Joy Mild Ale
## 2891 Ripon Jewel Ale
## 2273 McSorley's Irish Pale Ale
## 2940 Winter Wheat
## 2459 Chunga's Old Bruin
## 1515 Bamberg Rauchbier
## 2631 O.V.L. Stout
## 1745 Dead Horse Amber Ale
## 2250 Double Dread Imperial Red Ale
## 2720 Wake Up Dead
## 1777 Christmas Ale
## 2184 Christmas Ale
## 1800 Alpha King
## 990 Full Circle
## 1050 Grain Belt Premium
## 722 Cucumber Saison
## 31.1 Little Red Cap
## 2237 Jamaica Red Ale
## 858 Pan Galactic Gargle Blaster
## 2971 White Gold
## 1382 Pabst Blue Ribbon Light
## 530 Red Bird Ale
## 2942 Jamieson Mountain Ale
## 1449 Original Münchner Dunkel
## 1741 Ruby Mild
## 394 Volks Weizenbock
## 1761 Jacob Mac Mild
## 1342 Fürsten Zwickel
## 473 North By Northwest Okanogan Black Ale
## 1314 Koshihikari Echigo Beer
## 985 Summertime
## 2885 Peculiar
## 1301 Ottakringer Helles
## 1625 Mort Subite Kriek
## 1193 St. Pauli Girl
## 2723 Black Metal Farmhouse Imperial Stout
## 2572 Bonecrusher Stout
## 665 Finlandia Strong Sahti
## 3111 UFO White
## 1126 Mountain Lager
## 2047 Old Engine Oil Black Ale
## 1412.1 Earthquake High Gravity Lager (10%)
## 2777 Trappistes Rochefort 8
## 999 Krankshaft Kölsch
## 2959 Montana Trout Slayer Wheat Ale
## 2195 Straffe Hendrik Quadrupel
## 753 Reggae Junkie
## 2756 Eye of the Hawk
## 2042 Fear And Trembling (Cabernet/Bourbon Blend)
## 2022 Sinebrychoff Porter
## 2808 Brasserie Des Rocs Triple Impériale
## 3008 Unertl Weissbier
## 1231 Reserva 1925
## 2855 St. Feuillien Grand Cru
## 2589 Dragon Stout
## 925 90 Minute IPA
## 65 Barrel Aged Behemoth
## 1481 Oktober Fest
## 2662 Shakespeare Oatmeal Stout
## 1785 Hibernation Ale - Barrel-Aged
## 1489 Barktoberfest
## 47 Flying Mouflan
## 295 Double Ice Bock
## 261 Butthead Doppelbock
## 3191 Winter Ale
## 2108 Chief BlackHawk Porter
## 1560 Saranac Season's Best - Nut Brown Lager
## 2131 Double Porter Smoked
## 535 Westy
## 2876 Pride Of Milford Special Ale
## 1434 Schadenfreude
## 2880 Extra Special Oak (ESO)
## 2508 Espresso Oak Aged Yeti Imperial Stout
## 252 Salvator
## 1494 Smoke & Dagger
## 63 Smuttynose Barleywine Style Ale (Big Beer Series)
## 2005 Saranac Caramel Porter
## 2409 Norwegian Wood
## 152 Adnams Southwold Bitter
## 599 Trappist Achel 8° Bruin
## 1213 Original Organic Lager
## 360 Mountain Holidays In Vermont
## 2646 Three Feet Deep
## 78 §ucaba
## 89 Bligh's Barleywine Ale
## 2694 Black Chocolate Stout
## 1737 Oliver's Dark Horse
## 833 Deviant Dale's IPA
## 594 Dubbel Ale
## 638 Castelain Blond Biere De Garde
## 1828 Raftman
## 2785 Delirium Noël (Christmas)
## 1460 Oktoberfest
## 2197 Smuttynose Gravitation (Big Beer Series)
## 807 Centennial IPA
## 1883 8th Street Pale Ale
## 1367 Sankaty Light
## 1451 Tradition
## 3128 Kronenbourg 1664 Blanc
## 1607 Blåbær Lambik
## 817 Harvest Ale
## 389 Teufel Bock
## 1471 Märzen
## 2361 Sheep Shagger Scotch Ale
## 2492.1 Ten FIDY
## 3052 Penn Weizen
## 400 Summer Haze Pale Weizenbock
## 1229 Warka Premium (Strong)
## 2776 Grande Réserve (Blue)
## 2522 Speedway Stout - Vietnamese Coffee
## 557 El Lapino
## 2685 Ohio City Oatmeal Stout
## 2367 Scotch Ale
## 1699 Baltika #0 Non-Alcoholic
## 1468 Dogtoberfest
## 946.1 Unearthly (Imperial India Pale Ale)
## 2416 Grodziskie
## 704 Purple Haze
## 675 Pepe Nero Belgian Style Ale
## 2572.1 Bonecrusher Stout
## 1284 Firestone Lager
## 1806 Edward
## 412 Premium Oak Brackett
## 2104 Robust Porter
## 3052.1 Penn Weizen
## 262 Autumnal Fire
## 2719 Dark Apparition
## 498 Bad Penny
## 2871 Manchester Star AleJ.W. Lees & Co (Brewers) Ltd
## 1222 Casablanca Beer
## 1331 Hacker-Pschorr Munchner Kellerbier (Anno 1417)
## 304 Dead Guy Ale
## 1991 Pipeline Porter
## 119 Autumn Ale
## 810 Blind Pig
## 2563 Hopback Entire Stout
## 1939 Pils
## 2454 Madamin
## 1574 Danish Red Lager
## 2609 Bulls Bay Oyster Stout
## 817.1 Harvest Ale
## 2361.1 Sheep Shagger Scotch Ale
## 2425 Rex Attitude
## 819 Head Hunter
## 1736 Original Sarah Hughes Dark Ruby MildBeacon Hotel (Sarah Hughes Brewery)
## 3190 Special Holiday Ale
## 2573 Martello Stout
## 2372 Scottish Ale
## 1681 Mort Subite Blonde Lambic
## 669 Sofie
## 1060 Birra Peroni
## 2255 Double Rainbow
## 1220 Baltika #5 Gold
## 1455 Spaten Oktoberfestbier Ur-Märzen
## 630 Avant Garde
## 538 Ghost Face Killah
## 317 Narragansett Bock
## 89.1 Bligh's Barleywine Ale
## 2649 Susquehanna Stout
## 259 Liberator Doppelbock
## 2193 Blasphemy
## 2522.1 Speedway Stout - Vietnamese Coffee
## 358 Winterbock
## 3037 Tucher Helles Hefe Weizen
## 1700.1 Gerstel Non Alcoholic
## 1005 Lancaster Kölsch
## 2501 World Wide Stout
## 974 Obolon Kwas Chlebowy
## 2678 Earl Coffee Oatmeal Stout
## 326 Andechser Bergbock Hell
## 2079 Busted Knuckle Ale
## 147 Long Haul Session Ale
## 801 Sculpin
## 185 Eisenbahn Lust Prestige
## 1404 Region Riot
## 3125 Grey Lady
## 1902 Steam Whistle Pilsner
## 920 Proper Job
## 1770 Old Stock Cellar Reserve (Aged In Bourbon Barrels)
## 438 Bellaire Brown Ale
## 2698 Plead The 5th Imperial Stout
## 994 Sünner Kölsch
## 334 Brinkley's Maibock
## 1475 Bob's '47 Oktoberfest
## 2639 Wrasslers XXXX Stout
## 2701 Bourbon Barrel Aged Plead The 5th
## 900 India Pale Ale
## 3117 Holy Moses White Ale
## 1117 Northwoods Lager
## 138 Fuller's London Pride
## 2328 Permagrin
## 2880.1 Extra Special Oak (ESO)
## 356 Saranac Chocolate Lager
## 1125 Svyturys Ekstra
## 108 Old Thumper
## 2966 Pineapple Mana Wheat
## 479 Southern Pecan
## 1372 Medalla Light
## 2739 Moo Thunder Stout Farmhouse Ale
## 1000 32°/50° Kölsch
## 2668 B.O.R.I.S. Oatmeal Imperial Stout - Barrel-Aged
## 702 Rübæus
## 265 St. Victorious
## 185.1 Eisenbahn Lust Prestige
## 1628 Experimental Raspberry
## 1623 Spontanframboos
## 1721 Hockley Dark
## 2461 Oud Bruin
## 979 Danilo Pohmilny Kvas
## 603 Affligem Dubbel
## 1809 Headwaters Pale Ale
## 738 Grozet
## 887 Foster
## 360.1 Mountain Holidays In Vermont
## 2562.1 Rosie Parks Oyster Stout
## 904 Bad Elf Winter's Ale
## 1630 Strawberry Lambicus
## 2794 17 Grande Réserve
## 2060.1 Sly Rye Porter
## 2924 Augustijn Ale
## 3088 Wood Ya Honey
## 2404 Skye Black
## 439 George
## 209 Lonely Blonde
## 735 Fraoch Heather Ale
## 1463 Oktoberfest
## 381 Der Weisse Bock
## 1051 Carta Blanca
## 1585 Chapeau Faro Lambic
## 2863 King Goblin
## 3184 Holly Jolly Christmas Ale
## 2226 Fixed Gear
## 2022.1 Sinebrychoff Porter
## 1551 Vienna Style Lager
## 16 Three Blind Mice
## 1744 Ossian
## 2323 RastafaRye Ale
## 553 Hot Chocolate
## 1965 Morimoto Imperial Pilsner
## 153 Geary's Winter Ale
## 2775 Super Kitty
## 799 La MeuleBFM (Brasserie des Franches-Montagnes)
## 230 Blond
## 775 Orion Nangoku Monogatari
## 2911 Trappist Achel 8° Blond
## 835 Crooked Tree IPA
## 657 Jenlain Bière De Printemps
## 2261 Smithwick's Imported Premium Irish Ale
## 2881 Triple
## 2475 Verhaeghe Echte Kriek / Echte Kriekenbier
## 140 Spitfire Premium Kentish Ale
## 1912 Saranac Bohemian Pilsener
## 2751 Fred
## 234 La Binchoise Blonde TraditionBrasserie La Binchoise (Malterie des Remparts)
## 1028 Tecate
## 297 Schorschbock Ice 13
## 2131.1 Double Porter Smoked
## 2356 Wee Heavy - Barrel-Aged
## 2147 Pumpkinhead Ale
## 466 Abbey Ale
## 2365 Maple Scotch-Style Ale
## 2606 Extra Stout
## 2689 Overcast Espresso Stout
## 330 PENNdemonium
## 1953 Flensburger Pilsener
## 2662.1 Shakespeare Oatmeal Stout
## 364 Bokbier
## 894 Blind Faith
## 1658 Reuss
## 1933 Pilsner
## 48 XS Old Crustacean
## 1390 Natty Daddy (8%)
## 2016 Coco Loco
## 2507 Miles Davis' Bitches Brew
## 770 Asahi Shinnama
## 3154 Maracaibo Especial
## 600 Lost & Found
## 1345 Miller Lite
## 2192.1 Kasteel Rouge
## 582 Canyon Cream Ale
## 1755 Thwaites Smooth
## 1600 Lou Pepe - Framboise
## 115 Belk's ESB
## 98 Bommen & Granaten
## 206 Summer Honey Ale
## 643 Saint Landelin La Divine
## 753.1 Reggae Junkie
## 1030 Molson Canadian Lager
## 1365 Tecate Light
## 1762 Finchcocks Original
## 1956 Simpler Times Pilsner
## 1751 Blue Label Ale
## 1653 Belle Vue Gueuze
## 2869 Old Crafty Hen
## 2552 Naked Fish
## 1311 Kirin Lager
## 2608 Black Rock Stout
## 2583 Indra Kunindra
## 3159 Christmas Ale
## 650 Ch'ti Blonde
## 1102 Shiner Kosmos Reserve
## 3004 Dunkelweizen
## 170 Little Dog
## 65.1 Barrel Aged Behemoth
## 2419 Rook & Vuur
## 847.1 Otter Creek Fresh Slice
## 1895 Mama's Little Yella Pils
## 1921 Czech Pilsner
## 838 India Pale Ale (IPA)
## 2917 St. Feuillien Triple
## 193 India Pale Ale
## 474 Valeir Donker
## 1305 Gulo Gulo I.P.L
## 1331.1 Hacker-Pschorr Munchner Kellerbier (Anno 1417)
## 2843 Victoria Ale
## 3058 Kristallweissbier
## 927 Lagunitas Sucks
## 1329 Zwickel
## 113 Extra Special Ale (ESA)
## 2823 Piraat
## 1003 Lug Tread Lagered Ale
## 2589.1 Dragon Stout
## 2968 Solace
## 287 Granitbock
## 2898 Trippel
## 2098 Southampton Imperial Porter
## 1018 Pabst Blue Ribbon (PBR)
## 492 Brewhouse Brown Ale
## 2469 Rodenbach Caractère Rouge
## 1801 Pseudo Sue
## 1095 Mojave Red
## 214 NOLA Blonde AleNew Orleans Lager & Ale Brewing Company (NOLA)
## 2709 Blaecorn Unidragon
## 1695 Drive
## 2161 La Parcela
## 434 Pecan Ale
## 2165.1 Dark O' The Moon
## 1473 Oaktoberfest
## 788 El Mole Ocho
## 2233 Loakal Red
## 2817 Duvel
## 2839 Grand Cru Winter Reserve
## 960 Heady Topper
## 1459 Festbier
## 423 Palo Santo Marron
## 2024 Carnegie Porter 5,5%
## 55 Lower De Boom Barleywine
## 914 Duke Of Wellington India Pale Ale
## 2765 Quilter's Irish Death
## 1511 Rauchbier
## 328 Maibock
## 2893 Golden Monkey
## 3075 Sanwald Kristall Weizen
## 1474 Warsteiner Premium Oktoberfest
## 2101 Pecan Pie Porter
## 2940.1 Winter Wheat
## 2760 Fred From The Wood
## 1114 Alpine Glacier Lager
## 2421 White Birch Tavern Ale
## 2781 The Mad Elf
## 2577.1 Potro
## 1283 Estrella Galicia Especial
## 835.1 Crooked Tree IPA
## 103 Old Abominable
## 2247 Tongue Buckler - Imperial Red Ale
## 1482 Oktoberfest
## 2389 Stone's Throw Scottish Ale
## 2093 (512) Whiskey Barrel Aged Double Pecan Porter(512) Brewing Company
## 697 Clara Grisette
## 3146 Framboise For A Cure
## 861 Hop Wrangler
## 2562.2 Rosie Parks Oyster Stout
## 1728 Floppin' Crappie
## 2822 La Chouffe (Blonde)
## 1537 Sustenance Black Bier
## 343.1 Samuel Adams Cherry Chocolate BockBoston Beer Company (Samuel Adams)
## 2895 Tripel (White)
## 1452 Negra
## 2905 Samuel Adams New World Tripel (Barrel Room Collection)Boston Beer Company (Samuel Adams)
## 1691 Nanny State
## 1002.1 Endless River
## 2396 Olde Ore Dock Scottish Ale
## 3179 Powder Hound Winter Ale
## 1675 Boon Lambiek
## 944 Arctic Panzer Wolf
## 1389 King Cobra Premium Malt Liquor
## 3111.1 UFO White
## 2144 Smoked Porter
## 2409.1 Norwegian Wood
## 1914 Long Day Lager
## 503 Brown Ale
## 1165 Alhambra Negra
## 1531 Einbecker Schwarzbier
## 30 Gravel Road
## 2667 Java Head Stout
## 2940.2 Winter Wheat
## 1757 Colón Rubia
## 2806 Abbaye Des Rocs [Brasserie Des Rocs Brune]
## 1244 Crest Super Premium Lager
## 2119 Smoked Porter
## 1331.2 Hacker-Pschorr Munchner Kellerbier (Anno 1417)
## 1687 Sharp's
## 2779 Raison D'Être
## 1999 Black Marlin
## 2556 Monk's Stout Dupont
## 648 La Choulette Ambrée
## 2037 Akevitt
## 2564 Double Stout (2012- )
## 1929 The Crisp
## 1046 Milwaukee's Best Ice
## 678 Saison Du BUFF
## 615 Solitude
## 1801.1 Pseudo Sue
## 2839.1 Grand Cru Winter Reserve
## 2437 Berliner Weisse
## 1639 Oude Gueuze
## 1744.1 Ossian
## 2061 Publican Porter (Imperial London Porter)
## 559 Green Chili Beer
## 2649.1 Susquehanna Stout
## 3011 Fürstenberg Weizen Hefe Dunkel
## 2993 10 Degrees Below
## 2804.1 Grand Cru
## 2911.1 Trappist Achel 8° Blond
## 872 Heavy Seas Black Cannon
## 724.1 Apricot Wheat
## 593 Père Jacques
## 998 Kölsch
## 2783 Delirium Nocturnum
## 1510 Smokey The Beer
## 1966 Imperial Spruce India Pilsner
## 1301.1 Ottakringer Helles
## 2613 Cascade Stout
## 1808 Red Chair NWPA
## 375 Moonglow Weizenbock
## 190 Tire Bite Golden Ale
## 1797 Pale Ale
## 2598 Cazeau Tournay Noire
## 1608 Pomme (Apple)
## 513 Geary's Autumn Ale
## 2691 Down 'N Dirty Chocolate Oatmeal Stout
## 1340 Paracelsus Zwickl
## 609 Siamese Twin Ale
## 2232 Mermaid's Red Ale
## 1951 Elm City Lager
## 1387 Colt 45 Malt Liquor
## 1520 Baba Black Lager
## 1613 Cassis
## 1452.1 Negra
## 1629 Experimental Cassis
## 634 Bière De Mars
## 342 Michelob AmberBock
## 2268 Red Trolley Ale
## 1958 Almaza Pilsner Beer
## 1777.1 Christmas Ale
## 3152 Boxer's Revenge
## 2698.1 Plead The 5th Imperial Stout
## 2530 Aphrodisiaque
## 2944 Yin-Yang Witbier
## 2019 Baltika #6 Porter
## 1212 Estrella Damm Daura
## 1414.1 Axe Head Malt Liquor
## 2405 Fore Smoked Stout
## 713 Samuel Adams Cranberry LambicBoston Beer Company (Samuel Adams)
## 1250 Arsenalnoye Krepkoye (Strong)
## 2218 Gaelic Ale
## 1782 Ola Dubh Special Reserve 30
## 3088.1 Wood Ya Honey
## 2351 Jinx
## 1175 U Fleku Dark Lager
## 2058 Boxcarr Pumpkin Porter
## 1667 Lambiek Oud Beersel
## 1130 Shiner Fröst
## 2997 Weisse Dunkel
## 454 Grottenbier
## 3196 Fish Tale Winterfish
## 1451.1 Tradition
## 179 Nelson Sauvignon (Nelson Sauvin Brut)
## 2406 Sue
## 958 Hop JuJu
## 830 Hopsecutioner
## 847.2 Otter Creek Fresh Slice
## 2662.2 Shakespeare Oatmeal Stout
## 706 Blushing Monk
## 878 Damien
## 1680 Lambik (3 Year Old Unblended)
## 843.1 Chainbreaker White IPA
## 2143 Smoked Porter
## 557.1 El Lapino
## 2806.1 Abbaye Des Rocs [Brasserie Des Rocs Brune]
## 2263 Conway's Irish Ale
## 1526 Krušovice Cerne
## 2418 LA-31 Boucanèe
## 1239 Ceres Strong Ale ExportCeres Brewery (Royal Unibrew)
## 2604 Hot Blooded Foreign Stout
## 2191 Judgment Day
## 854 Triomphe Belgian IPA
## 2657 Ring Of Dingle
## 2770 Boatswain H.L.V. Ale (Heavy Lift Vessel)
## 2474 Vichtenaar
## 840 A Little Sumpin' Wild
## 171 Best Bitter
## 979.1 Danilo Pohmilny Kvas
## 1013 Kolsch
## 2610 Strong Back Stout
## 868 Hoppy Feet
## 162 Cain's Finest Bitter
## 91 J.W. Lees Harvest Ale (Port Cask)J.W. Lees & Co (Brewers) Ltd
## 2213 Zoe
## 591 Abbey
## 2325 Six (#6)
## 1205 Baltika #3 Classic
## 345 The Vixen Chocolate Chili BockBoston Beer Company (Samuel Adams)
## 2498 Yeti
## 1815 Fresh Hop Pale Ale
## 857 Simcoe Silly
## 3084 White Oak
## 2043 Alice Porter
## 1382.1 Pabst Blue Ribbon Light
## 634.1 Bière De Mars
## 568 Carolina Blonde
## 2712 Sexual Chocolate
## 740 13th Century Grut Bier
## 940 Abrasive Ale
## 1836 The Citizen
## 3165 Fireside Chat
## 1602 Oude Kriek
## 1067 Vinyl
## 1024 Modelo Especial
## 3164 Winter Warmer
## 2623 Beamish Irish Stout
## 1151 Aktien Original 1857
## 1627 Coolship Cerise
## 479.1 Southern Pecan
## 2671.1 Oatmeal Stout
## 507.1 Nut Brown Ale
## 704.1 Purple Haze
## 1876 Ipswich Original Pale Ale
## 1747 Minerva Pale Ale
## 1626 St. Louis Premium Framboise
## 361 Huber Bock Beer
## 119.1 Autumn Ale
## 1963 Krampus
## 2983 Samuel Adams DunkelweizenBoston Beer Company (Samuel Adams)
## 166 XB Bluebird Bitter
## 1715 Genesee NA
## 287.1 Granitbock
## 1365.1 Tecate Light
## 3061 Erdinger Weissbier Kristallklar
## 2969 Jack Whacker Wheat Ale
## 1705 Haake Beck NA
## 313 Samichlaus Bier Helles
## 3052.2 Penn Weizen
## 111 Scarlet Lady Ale
## 623 Sterkens Dubbel Ale
## 158 Op & Top
## 1261 Yarpivo Strong (Krepkoye)
## 461 Fullsuit Belgian-Style Brown Ale
## 2730 2XSTOUT
## 905 Naughty 90
## 1898 The Wright Pils
## 2946 Dark Wheat
## 318 Berkshire Maibock Lager
## 129 Bachelor ESB
## 748 Artemis
## 11 Altbier
## 198 Citra Blonde Summer Brew
## 1168 Žatec Dark Lager
## 1598 Lou Pepe - Kriek
## 1387.1 Colt 45 Malt Liquor
## 1189 Carlsberg Beer
## 2727 Milk Stout
## 2356.1 Wee Heavy - Barrel-Aged
## 3032 Pyramid Hefeweizen
## 2067 Entire Butt English Porter
## 390 Face Plant
## 2427 Bravoure
## 36 Sticke It To The Man
## 223 Saxo
## 283 Dopple Bock
## 2996 Dragon's Breath
## 2459.1 Chunga's Old Bruin
## 1432 Barbarossa Double Dark Lager
## 1097 Sapporo Premium Beer
## 119.2 Autumn Ale
## 1683 Tilquin Jonge Lambic
## 3071 Hacker-Pschorr Kristall Weisse
## 1348 Sam Adams LightBoston Beer Company (Samuel Adams)
## 868.1 Hoppy Feet
## 1354 Busch Light
## 2488 Gose
## 943 Pure Hoppiness
## 1793 Billy The Mountain
## 2327 Daymark
## 2258 Lavery Imperial Red Ale
## 2506 Black Tuesday
## 699 Samuel Adams Cherry WheatBoston Beer Company (Samuel Adams)
## 2051 Washington's Porter
## 908 Kennebunkport IPA
## 1727 Black Tusk Ale
## 1816.1 Phin & Matt's Extraordinary Ale
## 2121 Smoked Porter
## 1842 Hommel Bier
## 348 Pandora's Bock
## 1399 Country Club Malt Liquor
## 562 Summer Solstice
## 2435 Deesko!
## 2397 Piper Down - Bourbon Barrel-Aged
## 2481 Kriek Des Jacobins
## 2025 Topless Wytch
## 599.1 Trappist Achel 8° Bruin
## 2683 Obovoid
## 3125.1 Grey Lady
## 2531 Out Of Bounds Stout
## 2976 Funk Blueberry Citrus Wheat
## 864 Aldebaran
## 1487 Oktoberfest
## 614 Ovila Abbey Barrel Aged Dubbel
## 2081 Pigs Ass Porter
## 1894 Heavy Seas - Pale Ale
## 2296 Irish Red Ale
## 735.1 Fraoch Heather Ale
## 522 Hop Common
## 2848 Malheur 10°
## 3067 Schneider Weisse Tap 2 Mein Kristall
## 1072 Wisconsin Amber
## 1385 Steel Reserve 211 (High Gravity)
## 596 Corsendonk Pater / Abbey Brown Ale
## 1883.1 8th Street Pale Ale
## 2762 Bourbon Fred From The Wood
## 2782 Brother Thelonious
## 744 Working For Tips
## 1994 Cutthroat
## 675.1 Pepe Nero Belgian Style Ale
## 1585.1 Chapeau Faro Lambic
## 2702 Marshal Zhukov's Imperial Stout
## 238 La Gauloise Blonde
## 621 Dominus Vobiscum Double
## 1276 Hacker-Pschorr Münchner Gold
## 1058 Lionshead Pilsner
## 3167 Nutcracker Winter Warmer Ale
## 3040 Shotgun Betty Hefeweizen Ale
## 696 Das Wunderkind!
## 971 Duonos Gira Kvass
## 539 5 Vulture
## 1481.1 Oktober Fest
## 3185 Bah Humbug! Christmas Cheer! Ale
## 1636 Oude Geuze
## 3190.1 Special Holiday Ale
## 965 Kvas
## 568.1 Carolina Blonde
## 98.1 Bommen & Granaten
## 2066 Contorter
## 963 Fiddlehead IPA
## 815 Smuttynose IPA "Finest Kind"
## 966 Monastyrskiy Kvas
## 2004 Mudpuppy
## 2778 Trois Pistoles
## 1230 Lion Imperial Premium Malt Pilsner
## 471 La Petite Mort
## 1334 Summer Teeth
## 1336 Zeppelin Bier
## 1793.1 Billy The Mountain
## 1141 Tegernsee Spezial
## 2514 Chocolate Rain
## 2217 Tocobaga Red Ale
## 1706 Krombacher Alkoholfrie
## 2675 Ipswich Oatmeal Stout
## 330.1 PENNdemonium
## 1402.1 Old Monk 10000
## 3032.1 Pyramid Hefeweizen
## 288 Double Vision Doppelbock
## 1676 Lambik (2 Year Old Unblended)
## 1607.1 Blåbær Lambik
## 2044 Hoogstraten Poorter
## 3088.2 Wood Ya Honey
## 1866 Samuel Adams Pale AleBoston Beer Company (Samuel Adams)
## 200 Prairie Path Ale
## 2500 Péché Mortel
## 1958.1 Almaza Pilsner Beer
## 558 Ring Of Fire
## 1773 Adam From The Wood
## 1945 Summer Pils
## 1382.2 Pabst Blue Ribbon Light
## 1128 Imperial Dortmunder
## 1576 Left Coast Una Mas Amber Lager
## 2198 La Trappe Quadrupel - Oak-Aged
## 51 Cockeyed Cooper
## 1273 Löwenbräu Original
## 12 Gerst Amber
## 2134 Campfire Smoked Porter
## 319 Blonde Double MaiBock
## 1352 Bud Light Platinum
## 117 Motor Boat
## 1422 Spaten Dunkel
## 1262 Faxe Royal Strong
## 2245 Lucky 13 Mondo Large Red Ale
## 1346 Bud Light Lime
## 365 Mönchshof Bockbier
## 2905.1 Samuel Adams New World Tripel (Barrel Room Collection)Boston Beer Company (Samuel Adams)
## 496 Nut Brown Ale
## 476 Nut Brown AleSamuel Smith Old Brewery (Tadcaster)
## 833.1 Deviant Dale's IPA
## 2624 Black Hawk Stout
## 672 Sorachi Ace
## 2659 Breakfast Stout
## 431 Bender
## 670 Saison Dupont
## 1817 Grunion Pale Ale
## 3101 Hoegaarden Original White Ale
## 2994 Moosbacher Schwarze Weisse
## 1682 Oud
## 1476 Oktoberfest
## 1930 Sunshine Pils
## 303 Black Ice
## 981 Smetoniška Gira
## 363 Nero's 1st Century Double Dark Malt Ale
## 453 Cold Front
## 512 Brewer's Brown Ale
## 987 Gaffel Kölsch
## 2687 Stout
## 2532 Black Mocha Stout
## 2918 Final Absolution Trippel
## 126 The Wise ESB
## 1948 Organic Ur Pils
## 2763 Maple Tripple Ale
## 1345.1 Miller Lite
## 1154 Guinness Black Lager
## 833.2 Deviant Dale's IPA
## 1783.1 Gale's Prize Old Ale
## 2978 Canebrake
## 2337 Dirty Bastard
## 3089 Star Brew-Triple Wheat Ale
## 2862 Geary's Hampshire Special Ale
## 928 120 Minute IPA
## 856 HopAnomaly - Reserve Series Aged In French Oak Chardonnay Barrels
## 1208 Sapporo Reserve
## 1536 Sustenance Black Beer - Bourbon Barrel-Aged
## 891 Brutal
## 2968.1 Solace
## 1745.1 Dead Horse Amber Ale
## 3130 Two Jokers Double-Wit
## 1514 Rauchbock
## 685 Surette Provision Saison
## 276 Dark Heathen Triple Bock
## 317.1 Narragansett Bock
## 866 Yakima Glory
## 2768 John Henry 3 Lick Spiker Ale
## 180 Malheur Bière Brut (Brut Reserve)
## 2976.1 Funk Blueberry Citrus Wheat
## 1421 Harpoon Dark
## 2720.1 Wake Up Dead
## 1073 Rickard's Red
## 286 Winter-Bock
## 1384 Mickey's
## 1514.1 Rauchbock
## 1661 Bruocsella (1900) Grand Cru
## 2549 Java The Stout
## 240 Celestial Blonde Ale
## 899 Sweet Child Of Vine
## 2241 Big Red Coq
## 175 Hooky Bitter
## 1672 Lambik (1 Year Old Unblended)
## 1327 Taiwan Beer Draft Beer Only 18 Days
## 1928 Premium Pils (Premium Beer)
## 294 Granitbock Ice
## 191 Export Ale
## 2745 Undercover Investigation Shut-down Ale
## 1494.1 Smoke & Dagger
## 857.1 Simcoe Silly
## 2156 Night Owl Pumpkin Ale
## 2977 Willy Vanilly
## 3015 Portsmouth Dunkelweizen
## 1810 Fire Rock Pale Ale
## 1474.1 Warsteiner Premium Oktoberfest
## 1851 White Birch Belgian Style Pale Ale
## 3100 White
## 1204 O.K. BeerBrowar Okocim S.A. (Carlsberg)
## 2428 Hogwash
## 2300.1 Schleimhammer Roggenbier
## 977 Danilo Classic Kvas
## 1084 Michelob Honey Lager
## 1272 Victory Helles Lager
## 1427 Asahi Black (Kuronama)
## 903 Cold Hop British-Style Ale
## 1451.2 Tradition
## 1678 Oude Lambik
## 2194 Kasteel Donker
## 299 La Félix
## 2804.2 Grand Cru
## 202 Aud Blonde
## 1304 Fathom IPL
## 301 Eisbock
## 2799 Nostradamus
## 2686 Coffee Oatmeal Stout
## 2751.1 Fred
## 1186 Harp Lager
## 1966.1 Imperial Spruce India Pilsner
## 1190 Kronenbourg 1664
## 1563.1 The Raven Special Lager
## 2861 Ubu Ale
## 2882 Monkey Wrench Strong Ale
## 1560.1 Saranac Season's Best - Nut Brown Lager
## 2461.1 Oud Bruin
## 2143.1 Smoked Porter
## 2917.1 St. Feuillien Triple
## 1431 König Ludwig Dunkel
## 2989 Tucher Dunkles Hefe Weizen
## 1052 Imperial
## 2246 Nosferatu
## 1948.1 Organic Ur Pils
## 689 Red Barn Ale
## 1526.1 Krušovice Cerne
## 1262.1 Faxe Royal Strong
## 2135 Smokebrush Porter
## 2830 Confluence Ale
## 1162 Beerlao Dark
## 1228 Baltika #9 Extra (Strong)
## 1530 Krombacher Dark
## 1004 Geary's Summer Ale
## 1687.1 Sharp's
## 772 Honkaku Karakuchi Mugi
## 1519 Shiner Bohemian Black Lager
## 1500 Ludwig's Revenge
## 3001 Weltenburger Hefe-Weissbier Dunkel
## 36.1 Sticke It To The Man
## 973 Nesher Malt
## 1940 Trumer Pils
## 282 Icelandic DoppelbockEinstök Ölgerð (Einstök Beer Company)
## 1202 Quilmes
## 2762.1 Bourbon Fred From The Wood
## 2326 Rye P.A. Hatter
## 708 Autumn Maple
## 405 Braggot
## 1374 Beck's Premier Light
## 1058.1 Lionshead Pilsner
## 2506.1 Black Tuesday
## 857.2 Simcoe Silly
## 2955 Anchor Summer Beer
## 2798 10 Commandments
## 1637 Oude Gueuze Tilquin à L'Ancienne
## 1257 XO BeerBrasserie des Gabariers (L&L Cognac SA)
## 28 Série Signature Sticke Alt
## 22 Iron Works Alt
## 2062 Geary's London Porter
## 1919.1 Kozel
## 125 Magnumus Ete Tomahawkus ESB³
## 641.1 Les Bière Des Sans Culottes
## 1308 Asahi Super Dry
## 780 Juniper Pale Ale
## 3066 Schöfferhofer Kristallweizen
## 3091 Misery
## 536 Theobroma
## 2396.1 Olde Ore Dock Scottish Ale
## 1774.1 Ola Dubh Special Reserve 12
## 2132 Up In Smoke Smoked Porter
## 799.1 La MeuleBFM (Brasserie des Franches-Montagnes)
## 3068 Weisse Kristall
## 565 Sunlight Cream Ale
## 3135 Supplication
## 1806.1 Edward
## 2735 Too Cream Stout
## 52 Solstice D'hiver
## 1635 Gueuze 100% Lambic
## 2808.1 Brasserie Des Rocs Triple Impériale
## 2884 Otro Mundo Strong Red Ale
## 1099 Lager
## 2913 Brother David's Triple Abbey Style Ale
## 2530.1 Aphrodisiaque
## 1200 Irish Style Lager
## 2673.1 One Oatmeal Stout
## 142 The Naughty Nurse
## 2451 Cuvee Freddy
## 329 Serie Signature Maibock
## 1399.1 Country Club Malt Liquor
## 327 Spaten Maibock / Premium Bock
## 1593 Fou' Foune
## 20 Schell's Schmaltz's Alt
## 1272.1 Victory Helles Lager
## 961 Abner
## 3093 Vernal
## 1141.1 Tegernsee Spezial
## 964 Ochakovskiy Kvass
## 2532.1 Black Mocha Stout
## 3186 Cabin Fever Ale
## 1857 Old Speckled Hen
## 2961 SummerBright Ale
## 839 Raging Bitch
## 2931 Black Wit-O
## 2264 Smithwick's Ale
## 2592 Exit 1 Bayshore Oyster Stout.
## 416 Honey, I Can Explain
## 2976.2 Funk Blueberry Citrus Wheat
## 188 Big Wave Golden Ale
## 2625 Dry Irish Stout
## 962 Ephraim
## 1445 León
## 1168.1 Žatec Dark Lager
## 1126.1 Mountain Lager
## 1702 Schneider Weisse Tap 3 Mein Alkoholfreies
## 2312 Orkiszowe
## 2807 Achel Trappist Extra
## 1181 Asahi Dry Black
## 2728 Samuel Adams Cream StoutBoston Beer Company (Samuel Adams)
## 2798.1 10 Commandments
## 1897 Staropramen Lager
## 1695.1 Drive
## 424 Hazelnut Brown Nectar
## 396 Heineken Tarwebok
## 1946 Wernesgruner
## 1147 Lager
## 717 Soft Parade
## 1536.1 Sustenance Black Beer - Bourbon Barrel-Aged
## 254 Samichlaus Classic Bier
## 2330 Summer Rye
## 622 Evil 8° Belgian-Style Dubbel Ale
## 371 Bock De Joliette
## 2053 Old-Style Porter
## 34 Über Alt
## 1530.1 Krombacher Dark
## 2638 Uncle Steve's Irish Stout
## 1732 Ale Of Fergus
## 212.1 Blonde Ale
## 346 St. Nikolaus Bock Bier
## 28.1 Série Signature Sticke Alt
## 1807 Moon Man No Coast Pale Ale
## 1023 Dos Equis Special Lager
## 1968 Tilted Smile Imperial Pilsner
## 793 Bison Organic Honey Basil
## 2403 Beltaine Scottish Ale
## 359 Creemore Springs UrBock
## 2813 Moinette Brune
## 3151 Cascade The Vine
## 2105 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 326.1 Andechser Bergbock Hell
## 2638.1 Uncle Steve's Irish Stout
## 2772 Pray For Snow
## 2792 Salvation
## 1985 Porter
## 423.1 Palo Santo Marron
## 2369 Louie's Reserve Scotch Ale
## 1885 English Ale
## 2606.1 Extra Stout
## 2067.1 Entire Butt English Porter
## 1502 Saranac Rauchbier Smoked Lager
## 1010 Gateway Kolsch
## 1581 P.J.W. Copper Lager
## 813 Fresh Squeezed IPA
## 2802 Abbaye Des Rocs Grand Cru Belgian Special Brown
## 1479 Atom Smasher
## 363.1 Nero's 1st Century Double Dark Malt Ale
## 1282 Helles Golden Lager
## 2944.1 Yin-Yang Witbier
## 3069.1 Dancing Trout Ale
## 357 Brother Benedict's Bock
## 1818 Saranac American Pale Ale
## 1430 Garten Bräu Munich Dark
## 440 Brown Ale
## 3125.2 Grey Lady
## 2929 Winter Session Ale
## 673 Arthur
## 2142 Porter, Smoked
## 771 Kirin Enjuku Kuro
## 929 West Coast IPA
## 800 Nor'Easter Lager
## 30.1 Gravel Road
## 396.1 Heineken Tarwebok
## 1790 Figgy Pudding
## 2104.1 Robust Porter
## 2987 Andechs Weissbier Dunkel
## 3046 Trader Joe's Bavarian Style Hefeweizen
## 2826 Kwak
## 2393 Lia Fail
## 1702.1 Schneider Weisse Tap 3 Mein Alkoholfreies
## 528 Boston Common
## 943.1 Pure Hoppiness
## 3048 Waterkeeper Hefeweizen
## 2838 Reinaert Flemish Wild AleDe Proefbrouwerij (bvba Andelot)
## 354 Schell's Bock
## 296 Eisbock (Congelator)
## 706.1 Blushing Monk
## 290 Schneider Aventinus Eisbock
## 1519.1 Shiner Bohemian Black Lager
## 1378 Light
## 1644 Oud Beersel Oude Geuze Vieille
## 947 A Little Sumpin' Extra! Ale
## 1314.1 Koshihikari Echigo Beer
## 2648 Hillsborough River Dry Irish Stout (Patio Tools)
## 469 Black Jack (Bourbon Barrel Aged)
## 2034 Porteris
## 1907 Reality Czeck
## 2128 The Big Smoke
## 382 Plank Bavarian Heller Weizenbock
## 2219 American Amber Ale
## 2847 It's Alive!
## 1098 Kirin Ichiban
## 434.1 Pecan Ale
## 1607.2 Blåbær Lambik
## 686 Cellar Door
## 1609 Oud Beersel Oude Kriek Vieille
## 126.1 The Wise ESB
## 1465 Shiner Märzen-Style Oktoberfest
## 1981 Edmund Fitzgerald
## 2945 Red Wheat
## 2482 La Luna Rossa
## 546 Fire Escape
## 682 Bam Bière
## 1137 God Lager
## 1310 Orion Premium Draft Beer
## 2785.1 Delirium Noël (Christmas)
## 2635 Dry Stout
## 396.2 Heineken Tarwebok
## 1055 Schlitz (Classic 1960's Formula)JOS. Schlitz Brewing Co. (Pabst)
## 780.1 Juniper Pale Ale
## 3057 Royal Weisse
## 525 Mountain Goat Steam Ale
## 2895.1 Tripel (White)
## 1657.1 Mort Subite Oude Gueuze
## 1743 Fat Belly Amber
## 2867 Riggwelter Yorkshire Ale
## 1364 Michelob Golden Draft Light
## 197 Single Chair Golden Ale
## 2 Double Bag
## 3025 Hefeweizen
## 2027 Porter
## 750 La Clef Des Champs
## 1219 Lech PremiumLech Browary Wielkopolski (SABMiller)
## 140.1 Spitfire Premium Kentish Ale
## 459 Bink Bruin
## 2655 Friend Of An Irishman Stout
## 1975 überPils
## 1887 Angler's Ale
## 1789 Thanksgiving Ale
## 1442 Dunkel
## 564 Wexford Irish Cream Ale
## 251 Spaten Optimator
## 1600.1 Lou Pepe - Framboise
## 1142 Mönchshof Landbier
## 718 Blue
## 327.1 Spaten Maibock / Premium Bock
## 87 Bourbon Barrel-Aged Barley Wine
## 402.1 Weizenbock
## 920.1 Proper Job
## 2597 Export Stout London 1890
## 2721 Northwind
## 1660 Iris
## 3132 Half-E-Weizen
## 2753 B-Bomb (Bourbon Abominable Winter Ale)
## 2384 Laughing Lab Scottish-Style Ale
## 2151 Pumpkin Ale
## 1125.1 Svyturys Ekstra
## 1924 Prima Pils
## 3168 Snow Cap
## 1303 Kiwi Rising - Double IPL
## 2712.1 Sexual Chocolate
## 3144 Cable Car
## 2515 Brewer's Reserve Bourbon Barrel Stout
## 2683.1 Obovoid
## 2687.1 Stout
## 1012 Kolsch 45
## 750.1 La Clef Des Champs
## 2401 Java Mac
## 473.1 North By Northwest Okanogan Black Ale
## 314 Blonde Bock
## 1300 Neuschwansteiner
## 2199 Urthel SamaranthDe Leyerth Brouwerijen (Urthel)
## 1261.1 Yarpivo Strong (Krepkoye)
## 1595 Kriek 100% Lambic
## 1700.2 Gerstel Non Alcoholic
## 1766 Adam
## 2724 Imperial Stout
## 3182 Christmas Ale
## 2445 The Dissident
## 1546 Herold Bohemian Black Lager
## 450 Leffe Brune / Brown
## 1277 Gorch Fock
## 2323.1 RastafaRye Ale
## 1284.1 Firestone Lager
## 1992 Vanilla Java Porter (VJP)
## 917 Greene King IPA
## 1673 Vesterbro Spontanale
## 1871 Tetley's English Ale
## 3041 Weisse Original
## 769 Jokki (Jug Nama)
## 426 Old Brown Dog
## 3147 Riserva
## 2869.1 Old Crafty Hen
## 399 St. Blasius Weizenbock
## 683 Interlude
## 410 Biere De Miele
## 1035 Icehouse
## 619 Dark Abby
## 733 Orange Blossom Cream Ale
## 839.1 Raging Bitch
## 1389.1 King Cobra Premium Malt Liquor
## 1813 Pale 31 California Pale Ale
## 1697 Old Milwaukee Non Alcoholic
## 607 Brune
## 2270 Samuel Adams Brick RedBoston Beer Company (Samuel Adams)
## 1931 Bohemia Clásica
## 1880 Over-The-Rhine Ale
## 2758 The Angel's Share - Brandy Barrel-Aged
## 2195.1 Straffe Hendrik Quadrupel
## 12.1 Gerst Amber
## 211 Knockout Blonde
## 2626 Love Stout
## 1388 Molson XXX
## 1602.1 Oude Kriek
## 1721.1 Hockley Dark
## 2289 Jeremiah Red Ale
## 2825 Mischief
## 3174 Winter Ale
## 316 Maibock
## 1997 Twilight Of The Idols
## 548 Spicy Bohemian
## 2865 Extra Strong Vintage Ale
## 1913 Pontius Road Pilsner
## 1464 Octoberfest Beer
## 1145 Norrlands Guld Export
## 1931.1 Bohemia Clásica
## 1650 Gueuze
## 1733 Community Dark Mild Ale
## 1042 Milwaukee's Best
## 1223 Cinco Estrellas
## 591.1 Abbey
## 895 Fuggles IPA
## 1058.2 Lionshead Pilsner
## 2407 Smoking Wood - Bourbon Barrel-Aged
## 2230 Ambergeddon
## 2622 Black Sun Stout
## 1801.2 Pseudo Sue
## 3030 König Ludwig Weiss
## 1845 Hell's Belle
## 1177 Staropramen Granat Beer
## 324 The Gift (WinterBock Lager)
## 351 La Trappe Bockbier
## 666 Puhti IV B
## 2861.1 Ubu Ale
## 867 Snow Day Winter Ale
## 911 El Guapo Agave IPA
## 3089.1 Star Brew-Triple Wheat Ale
## 1273.1 Löwenbräu Original
## 1042.1 Milwaukee's Best
## 310 Dundee Pale Bock Lager
## 1125.2 Svyturys Ekstra
## 2543 Valdez
## 2840 Moinette Blond
## 2136 Vermont Smoked Porter
## 1325 Kirin Ichiban Maribana
## 3052.3 Penn Weizen
## 236 Steenbrugge Blond
## 2129 Smokestack
## 3012 Dunkler Hirsch Allgäuer Weizen
## 2666 The Poet
## 840.1 A Little Sumpin' Wild
## 273 Blonde Doppelbock
## 2862.1 Geary's Hampshire Special Ale
## 3164.1 Winter Warmer
## 602 Bornem Double
## 3159.1 Christmas Ale
## 1686 Kaliber
## 1967 Evil Power
## 1409 Camo High Gravity Lager
## 2815 Monk's Mistress
## 2523 Bourbon County Brand Vanilla Stout
## 2897 Tripel
## 1055.1 Schlitz (Classic 1960's Formula)JOS. Schlitz Brewing Co. (Pabst)
## 1378.1 Light
## 1607.3 Blåbær Lambik
## 2470 Cascade Kriek Ale
## 320 Mai Bock
## 1951.1 Elm City Lager
## 2213.1 Zoe
## 2852 Southampton Grand Cru
## 1716 Mild Winter
## 1092 Dundee Irish Red Lager
## 783 Ta Henket
## 274 Doppelbock Dunkel
## 2405.1 Fore Smoked Stout
## 460 Biscotti
## 528.1 Boston Common
## 106 Sawtooth
## 2778.1 Trois Pistoles
## 2928 Tripel Van De Garre
## 86 Horn Dog
## 156 McNellie's Pub Ale
## 2615 Starkweather Stout
## 2737 Neapolitan Milk Stout
## 2304.1 Roggenbier
## 2388 Blackfriar
## 2923 Triple
## 2410 Sunturnbrew
## 1192 Singha
## 2594.1 Dissent
## 641.2 Les Bière Des Sans Culottes
## 341 Samuel Adams Chocolate BockBoston Beer Company (Samuel Adams)
## 2866 Hen's Tooth
## 907 India Pale Ale
## 650.1 Ch'ti Blonde
## 1687.2 Sharp's
## 1408 Evil Eye
## 425 Moose Drool Brown Ale
## 310.1 Dundee Pale Bock Lager
## 2434 1809
## 2689.1 Overcast Espresso Stout
## 3141.1 Juliet
## 222 Maredsous 6 - Blonde
## 2297 Seamus' Irish Red Ale
## 12.2 Gerst Amber
## 3187 Mogul Madness Ale
## 2518 Mokah
## 2355 Scotch De Silly
## 2571 Extra StoutSamuel Smith Old Brewery (Tadcaster)
## 1274 Aecht Schlenkerla Helles Lagerbier
## 286.1 Winter-Bock
## 2689.2 Overcast Espresso Stout
## 368 Christoffel Bokbier
## 1027 Foster's Lager
## 2269 O'Hara's Irish Red
## 398 Yule Tide (2015+)
## 131 Extra Special Bitter (ESB)
## 925.1 90 Minute IPA
## 1042.2 Milwaukee's Best
## 1453 Samuel Adams OctoberfestBoston Beer Company (Samuel Adams)
## 1783.2 Gale's Prize Old Ale
## 221 Grimbergen Blonde
## 2838.1 Reinaert Flemish Wild AleDe Proefbrouwerij (bvba Andelot)
## 1555 Penn Pilsner
## 730 Blueberry Ale
## 1759 England's Gold
## 300 Schorschbock 57%
## 2203 St. Amatus 12
## 3136 Consecration
## 2037.1 Akevitt
## 83 Double Double Barrel Ale
## 2256 Imperial Red Ale
## 1555.1 Penn Pilsner
## 1712 Fentimans Full Bodied Shandy
## 425.1 Moose Drool Brown Ale
## 2804.3 Grand Cru
## 1395 Dog Bite High Gravity Lager
## 1893 Pale Ale
## 2689.3 Overcast Espresso Stout
## 1907.1 Reality Czeck
## 2283 Station 33 Firehouse Red
## 755.2 Kinmugi (Rich Malt)
## 523.1 The Citizen
## 2532.2 Black Mocha Stout
## 1008 HooDoo Kölsch Style Ale
## 2403.1 Beltaine Scottish Ale
## 2225 Switchback Ale
## 1985.1 Porter
## 1207 Amstel Lager
## 701 Summer Shandy
## 780.2 Juniper Pale Ale
## 1825 Palm / Palm Speciale
## 640 Contemplation Ale
## 465 Bière De Noël
## 3155 Friek
## 2979 Hefeweissbier Dunkel
## 66 Old Ruffian - Barrel-Aged
## 1859 Summer Ale
## 1305.1 Gulo Gulo I.P.L
## 3040.1 Shotgun Betty Hefeweizen Ale
## 1221 Faxe Premium
## 2441 Berliner Weisse
## 2570 Dark Arts
## 3099 Blue Moon Belgian WhiteCoors Brewing Company (Molson-Coors)
## 1608.1 Pomme (Apple)
## 2143.2 Smoked Porter
## 1922 Kelso Pilsner
## 1806.2 Edward
## 251.1 Spaten Optimator
## 2922 Damnation Batch 23 (Oak Aged)
## 1798 Zombie Dust
## 2302 Thurn Und Taxis Roggen
## 2105.1 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 2773 Colossus
## 2019.1 Baltika #6 Porter
## 2398 80/- (Eighty Shilling)
## 3103 Namaste White Belgian-Style Witbier
## 64 John Barleycorn Barleywine Ale
## 2086 Gonzo - Barrel-Aged
## 369 Aass Bock
## 1017 Budweiser
## 777 Midas Touch
## 1870 Original Pale Ale
## 1937 Pikeland Pils
## 2114.1 Gran Sport Porter
## 248 Summer Belgian-Style Blonde Ale
## 1969 Draft Bear
## 2749 Deliverance
## 2132.1 Up In Smoke Smoked Porter
## 2670 St-Ambroise Oatmeal Stout
## 2261.1 Smithwick's Imported Premium Irish Ale
## 1763 Curmudgeon
## 1982 Black Butte Porter
## 321 Maibock
## 2646.1 Three Feet Deep
## 1481.2 Oktober Fest
## 968 Khlebny Kray
## 2288 Irish Setter Red
## 2144.1 Smoked Porter
## 1861 Smuttynose Shoals Pale Ale
## 996 Curve Ball Blonde Ale
## 1125.3 Svyturys Ekstra
## 359.1 Creemore Springs UrBock
## 2511.1 Double Stout
## 525.1 Mountain Goat Steam Ale
## 208 Molson Export
## 157.1 Ruby Red Ale
## 573 Sleeman Cream Ale (64*)
## 1829 Verboten
## 2535 Brewhouse Coffee Stout
## 1823 Rare Vos Amber Ale
## 3062 Tucher Kristall Weizen
## 1961 Kulmbacher Edelherb Premium Pils
## 268 Saxonator Dunkles Doppelbock
## 676 Colette
## 2080 Old Slug Porter
## 2081.1 Pigs Ass Porter
## 188.1 Big Wave Golden Ale
## 498.1 Bad Penny
## 2143.3 Smoked Porter
## 1875 Geary's Pale Ale
## 978 Danilo Okroshka Kvas
## 2544 CEO Stout
## 1302 Hoponius Union
## 2828 Stille Nacht
## 1646 Oude Geuze Boon
## 413 Hummingbird
## 336 Gruffmeister 8
## 1677 Jonge Lambiek
## 823 Titan IPA
## 2865.1 Extra Strong Vintage Ale
## 1727.1 Black Tusk Ale
## 2420 Charbonniere
## 1975.1 überPils
## 851 The Audacity Of Hops
## 746 Blessed Thistle
## 794 Rude Elf's Reserve
## 3169 Odell Isolation Ale
## 3066.1 Schöfferhofer Kristallweizen
## 2276 Irish Red Ale
## 43 Old Horizontal
## 3130.1 Two Jokers Double-Wit
## 712 Strawberry Lager
## 1324 Kirin Premium Draft Beer
## 1047 Genesee Beer
## 264 Wasatch The Devastator Double Bock
## 591.2 Abbey
## 1273.2 Löwenbräu Original
## 3155.1 Friek
## 2924.1 Augustijn Ale
## 2345 Samuel Adams Scotch AleBoston Beer Company (Samuel Adams)
## 2998 Shiner Dunkelweizen
## 2127 Leaning Chimney Porter
## 1943 Rothaus Pils Tannen Zäpfle
## 1672.1 Lambik (1 Year Old Unblended)
## 3080 Julius Echter Kristall Weizen
## 341.1 Samuel Adams Chocolate BockBoston Beer Company (Samuel Adams)
## 1607.4 Blåbær Lambik
## 575 Stillwater Vanilla Cream Ale
## 202.1 Aud Blonde
## 2866.1 Hen's Tooth
## 1527 McSorley's Irish Black Lager
## 1988 Samuel Adams Holiday PorterBoston Beer Company (Samuel Adams)
## 2552.1 Naked Fish
## 2356.2 Wee Heavy - Barrel-Aged
## 890 East India Pale Ale
## 2765.1 Quilter's Irish Death
## 819.1 Head Hunter
## 2126 Viven Porter / Viven Smoked Porter
## 1905 Summer Of Lager
## 1246 Efes Extra
## 1190.1 Kronenbourg 1664
## 1704 Original Alkoholfrei
## 3191.1 Winter Ale
## 1445.1 León
## 2263.1 Conway's Irish Ale
## 1269 Two Women Lager
## 407 Slippery Slope
## 2342 Rum Cask Oak Aged Beer
## 2041 Kurofune Porter
## 1471.1 Märzen
## 2138 Smoked Porter
## 2848.1 Malheur 10°
## 2998.1 Shiner Dunkelweizen
## 2877 Wizard's Winter Ale
## 73 Old Blarney Barleywine
## 726 Son Of A Peach
## 613 Brugse Zot Dubbel
## 1899 Nomad
## 899.1 Sweet Child Of Vine
## 1484 Oktoberfest
## 3051 Brooklyner Weisse
## 2837 Arabier
## 5 Sleigh'r Dark Doüble Alt Ale
## 470 La Rullés Brune (Bière De Gaume)
## 1275 Hotter Than Helles Lager
## 295.1 Double Ice Bock
## 1759.1 England's Gold
## 2960 Sweaty Betty Blonde
## 1712.1 Fentimans Full Bodied Shandy
## 428 Wilco Tango Foxtrot
## 160 Arkell Best Bitter
## 694 Love Buzz Saison
## 2526 Stout
## 2596 Foreign Style Stout
## 733.1 Orange Blossom Cream Ale
## 2797 Grand Cru
## 1501 Göller Rauchbier
## 2228 Captain Sig's Northwestern Ale
## 712.1 Strawberry Lager
## 1888 Golden Ale
## 396.3 Heineken Tarwebok
## 1425 Dark Cloud
## 1873 Bitter & Twisted
## 3109 Hitachino Nest White Ale
## 1875.1 Geary's Pale Ale
## 2004.1 Mudpuppy
## 319.1 Blonde Double MaiBock
## 664 Malmgård Jouluolut
## 1834 Taras Boulba
## 3011.1 Fürstenberg Weizen Hefe Dunkel
## 1169 Faxe Amber
## 2606.2 Extra Stout
## 267 Voodoovator
## 3160 Jubelale
## 892 India AleSamuel Smith Old Brewery (Tadcaster)
## 1761.1 Jacob Mac Mild
## 3048.1 Waterkeeper Hefeweizen
## 1451.3 Tradition
## 880 Widow Maker Black Ale
## 2401.1 Java Mac
## 1964 Samuel Adams Hallertau Imperial PilsnerBoston Beer Company (Samuel Adams)
## 2977.1 Willy Vanilly
## 1609.1 Oud Beersel Oude Kriek Vieille
## 1371 I.C. Light
## 2194.1 Kasteel Donker
## 1075 Red Oak Amber
## 2317 Hop Rod Rye
## 2262 Samuel Adams Irish RedBoston Beer Company (Samuel Adams)
## 346.1 St. Nikolaus Bock Bier
## 1277.1 Gorch Fock
## 3044 Weisse Versa Wheat
## 1490 Dundee Oktoberfest
## 2729 Moo-Hoo Chocolate Milk Stout
## 169 Old Brewery BitterSamuel Smith Old Brewery (Tadcaster)
## 726.1 Son Of A Peach
## 2382 St. Andrew's Ale
## 2454.1 Madamin
## 2321 Full Moon Pale Rye Ale
## 1368 Miller Genuine Draft 64
## 2871.1 Manchester Star AleJ.W. Lees & Co (Brewers) Ltd
## 2728.1 Samuel Adams Cream StoutBoston Beer Company (Samuel Adams)
## 1662 50 Degrees North-4 Degrees East
## 1421.1 Harpoon Dark
## 142.1 The Naughty Nurse
## 2705 Imperial Stout
## 1485 Fest Märzen Lager
## 1734 J. Henry Original Mild Ale
## 1052.1 Imperial
## 609.1 Siamese Twin Ale
## 3179.1 Powder Hound Winter Ale
## 2353 Smuttynose Scotch Style Ale (Big Beer Series)
## 3066.2 Schöfferhofer Kristallweizen
## 2962 Blue Star Great American Wheat Beer
## 1771 Fourth Dementia (4D)
## 1845.1 Hell's Belle
## 1943.1 Rothaus Pils Tannen Zäpfle
## Style review_appearance
## 1161 Lager - European Dark 3.315789
## 387 Bock - Weizenbock 4.192308
## 1080 Lager - American Amber / Red 3.453704
## 567 Cream Ale 2.960993
## 1036 Lager - Adjunct 3.586957
## 2594 Stout - Foreign / Export 4.000000
## 1412 Lager - Malt Liquor 2.163265
## 2021 Porter - Baltic 4.004762
## 2390 Scottish Ale 3.930233
## 1700 Low Alcohol Beer 3.500000
## 2511 Stout - American Imperial 4.247758
## 2462 Sour - Flanders Oud Bruin 4.000000
## 232 Blonde Ale - Belgian 3.833333
## 2566 Stout - English 3.785714
## 270 Bock - Doppelbock 3.686391
## 847 IPA - Belgian 3.614583
## 2562 Stout - English 4.250000
## 504 Brown Ale - English 3.468750
## 1919 Pilsner - Bohemian / Czech 3.518519
## 2114 Porter - Robust 4.000000
## 31 Altbier 3.833333
## 886 IPA - Black / Cascadian Dark Ale 4.017544
## 3127 Wheat Beer - Witbier 3.507212
## 2804 Strong Ale - Belgian Dark 4.121181
## 523 California Common / Steam Beer 3.750000
## 1002 Kölsch 3.796610
## 3054 Wheat Beer - Hefeweizen 4.000000
## 1124 Lager - European / Dortmunder Export 3.520000
## 1019 Lager - Adjunct 2.291058
## 2137 Porter - Smoked 4.021739
## 3020 Wheat Beer - Hefeweizen 3.704978
## 641 Farmhouse Ale - Bière de Garde 4.026882
## 1505 Lager - Rauchbier 3.892857
## 1719 Mild Ale - English Dark 3.621622
## 2224 Red Ale - American Amber / Red 3.536667
## 3137 Wild Ale 4.276860
## 2809 Strong Ale - Belgian Dark 3.893701
## 343 Bock - Traditional 3.833333
## 2803 Strong Ale - Belgian Dark 3.903986
## 1483 Lager - Märzen / Oktoberfest 3.600877
## 1578 Lager - Vienna 3.777778
## 2060 Porter - English 3.770833
## 331 Bock - Maibock 3.880682
## 2165 Pumpkin Beer 3.806818
## 703 Fruit and Field Beer 4.121671
## 1774 Old Ale 4.043956
## 1108 Lager - American 3.461538
## 402 Bock - Weizenbock 4.000000
## 2747 Strong Ale - American 4.198592
## 2387 Scottish Ale 3.431818
## 2387.1 Scottish Ale 3.431818
## 2673 Stout - Oatmeal 3.887692
## 2115 Porter - Robust 4.257576
## 1143 Lager - European / Dortmunder Export 4.138889
## 604 Dubbel 3.891534
## 2557 Stout - English 3.775510
## 1816 Pale Ale - American 3.587922
## 579 Cream Ale 2.814516
## 1881 Pale Ale - English 3.623333
## 1783 Old Ale 3.456364
## 716 Fruit and Field Beer 3.805319
## 2910 Tripel 3.882653
## 755 Happoshu 3.166667
## 2344 Scotch Ale / Wee Heavy 4.037383
## 2343 Scotch Ale / Wee Heavy 4.104749
## 633 Farmhouse Ale - Bière de Garde 4.055556
## 280 Bock - Doppelbock 3.357955
## 3043 Wheat Beer - Hefeweizen 3.649485
## 743 Gruit / Ancient Herbed Ale 3.475000
## 507 Brown Ale - English 3.576613
## 751 Gruit / Ancient Herbed Ale 3.800000
## 1402 Lager - Malt Liquor 2.661290
## 855 IPA - Belgian 3.981818
## 281 Bock - Doppelbock 3.848684
## 2492 Stout - American Imperial 4.396761
## 1541 Lager - Schwarzbier 3.680851
## 946 IPA - Imperial 4.113680
## 2304 Rye Beer - Roggenbier 4.666667
## 212 Blonde Ale - American 3.473881
## 1161.1 Lager - European Dark 3.315789
## 333 Bock - Maibock 3.500000
## 1414 Lager - Malt Liquor 3.035714
## 372 Bock - Traditional 3.863636
## 2574 Stout - English 4.000000
## 2671 Stout - Oatmeal 4.402778
## 2497 Stout - American Imperial 4.304445
## 1180 Lager - European Dark 4.000000
## 2364 Scotch Ale / Wee Heavy 3.714286
## 3133 Wheat Beer - Witbier 3.800781
## 1976 Pilsner - Imperial 3.944444
## 1306 Lager - India Pale Lager (IPL) 3.678571
## 1533 Lager - Schwarzbier 3.852564
## 1657 Lambic - Gueuze 3.884615
## 2669 Stout - Oatmeal 3.931395
## 2643 Stout - Irish Dry 3.889831
## 2275 Red Ale - Irish 3.675439
## 1563 Lager - Vienna 3.387097
## 724 Fruit and Field Beer 3.159292
## 1038 Lager - Adjunct 2.789157
## 2171 Pumpkin Beer 3.736842
## 1722 Mild Ale - English Dark 3.278409
## 2497.1 Stout - American Imperial 4.304445
## 949 IPA - Imperial 3.950216
## 1243 Lager - European Strong 3.140000
## 3141 Wild Ale 4.053299
## 532 California Common / Steam Beer 3.750000
## 956 IPA - Imperial 4.179179
## 3069 Wheat Beer - Kristallweizen 3.258065
## 843 IPA - Belgian 3.500000
## 2192 Quadrupel (Quad) 3.883392
## 3045 Wheat Beer - Hefeweizen 3.943750
## 157 Bitter - English 3.756410
## 1864 Pale Ale - English 3.803398
## 3021 Wheat Beer - Hefeweizen 3.704464
## 1281 Lager - Helles 3.473684
## 2886 Strong Ale - English 3.194444
## 1377 Lager - Light 3.356164
## 9 Altbier 4.043478
## 755.1 Happoshu 3.166667
## 2496 Stout - American Imperial 4.457614
## 976 Kvass 3.600000
## 1076 Lager - American Amber / Red 3.586207
## 2577 Stout - English 3.443182
## 2300 Rye Beer - Roggenbier 3.794118
## 3018 Wheat Beer - Hefeweizen 4.121053
## 1900 Pilsner - Bohemian / Czech 3.464135
## 1359 Lager - Light 2.701493
## 1812 Pale Ale - American 3.819512
## 2891 Strong Ale - English 3.757576
## 2273 Red Ale - Irish 3.446429
## 2940 Wheat Beer - American Dark 3.642857
## 2459 Sour - Flanders Oud Bruin 3.825000
## 1515 Lager - Rauchbier 3.500000
## 2631 Stout - Irish Dry 4.305556
## 1745 Mild Ale - English Pale 3.314815
## 2250 Red Ale - Imperial 3.765152
## 2720 Stout - Russian Imperial 3.820000
## 1777 Old Ale 3.750000
## 2184 Quadrupel (Quad) 4.225055
## 1800 Pale Ale - American 4.118550
## 990 Kölsch 3.529126
## 1050 Lager - Adjunct 3.268072
## 722 Fruit and Field Beer 3.750000
## 31.1 Altbier 3.833333
## 2237 Red Ale - American Amber / Red 3.849785
## 858 IPA - Belgian 4.000000
## 2971 Wheat Beer - American Pale 4.080247
## 1382 Lager - Light 2.790000
## 530 California Common / Steam Beer 3.500000
## 2942 Wheat Beer - American Dark 3.617647
## 1449 Lager - Munich Dunkel 3.684211
## 1741 Mild Ale - English Dark 3.875000
## 394 Bock - Weizenbock 3.725806
## 1761 Mild Ale - English Pale 3.000000
## 1342 Lager - Kellerbier / Zwickelbier 3.666667
## 473 Brown Ale - Belgian Dark 3.833333
## 1314 Lager - Japanese Rice 3.196429
## 985 Kölsch 3.508393
## 2885 Strong Ale - English 3.880952
## 1301 Lager - Helles 2.980000
## 1625 Lambic - Fruit 3.845000
## 1193 Lager - European Pale 2.993622
## 2723 Stout - Russian Imperial 4.220126
## 2572 Stout - English 3.884615
## 665 Farmhouse Ale - Sahti 4.000000
## 3111 Wheat Beer - Witbier 3.542857
## 1126 Lager - European / Dortmunder Export 3.588235
## 2047 Porter - English 4.099248
## 1412.1 Lager - Malt Liquor 2.163265
## 2777 Strong Ale - Belgian Dark 4.237988
## 999 Kölsch 3.833333
## 2959 Wheat Beer - American Pale 3.620408
## 2195 Quadrupel (Quad) 4.212766
## 753 Gruit / Ancient Herbed Ale 3.666667
## 2756 Strong Ale - American 3.629587
## 2042 Porter - Baltic 4.136364
## 2022 Porter - Baltic 4.339442
## 2808 Strong Ale - Belgian Dark 4.042553
## 3008 Wheat Beer - Dunkelweizen 3.818182
## 1231 Lager - European Strong 3.700000
## 2855 Strong Ale - Belgian Pale 4.125000
## 2589 Stout - Foreign / Export 3.730769
## 925 IPA - Imperial 4.192097
## 65 Barleywine - American 4.000000
## 1481 Lager - Märzen / Oktoberfest 3.711982
## 2662 Stout - Oatmeal 4.340064
## 1785 Old Ale 3.910714
## 1489 Lager - Märzen / Oktoberfest 3.657407
## 47 Barleywine - American 4.133696
## 295 Bock - Eisbock 3.954545
## 261 Bock - Doppelbock 3.612022
## 3191 Winter Warmer 3.829268
## 2108 Porter - Robust 3.986301
## 1560 Lager - Vienna 3.698895
## 2131 Porter - Smoked 3.906250
## 535 California Common / Steam Beer 4.000000
## 2876 Strong Ale - English 3.750000
## 1434 Lager - Munich Dunkel 3.937500
## 2880 Strong Ale - English 4.000000
## 2508 Stout - American Imperial 4.414850
## 252 Bock - Doppelbock 3.904255
## 1494 Lager - Rauchbier 4.222222
## 63 Barleywine - American 3.967290
## 2005 Porter - American 3.464789
## 2409 Smoked Beer 3.936224
## 152 Bitter - English 3.825000
## 599 Dubbel 4.240947
## 1213 Lager - European Pale 3.154321
## 360 Bock - Traditional 3.837662
## 2646 Stout - Irish Dry 3.925234
## 78 Barleywine - English 4.057292
## 89 Barleywine - English 4.070000
## 2694 Stout - Russian Imperial 4.293829
## 1737 Mild Ale - English Dark 3.818182
## 833 IPA - American 3.812500
## 594 Dubbel 3.937936
## 638 Farmhouse Ale - Bière de Garde 3.959821
## 1828 Pale Ale - Belgian 3.777628
## 2785 Strong Ale - Belgian Dark 3.888971
## 1460 Lager - Märzen / Oktoberfest 3.410526
## 2197 Quadrupel (Quad) 3.731076
## 807 IPA - American 4.056272
## 1883 Pale Ale - English 3.701299
## 1367 Lager - Light 3.555556
## 1451 Lager - Munich Dunkel 3.904762
## 3128 Wheat Beer - Witbier 2.810345
## 1607 Lambic - Fruit 4.644231
## 817 IPA - American 3.989614
## 389 Bock - Weizenbock 3.973684
## 1471 Lager - Märzen / Oktoberfest 3.658824
## 2361 Scotch Ale / Wee Heavy 3.838028
## 2492.1 Stout - American Imperial 4.396761
## 3052 Wheat Beer - Hefeweizen 3.830317
## 400 Bock - Weizenbock 4.166667
## 1229 Lager - European Strong 3.545455
## 2776 Strong Ale - Belgian Dark 4.209059
## 2522 Stout - American Imperial 4.375000
## 557 Chile Beer 1.636364
## 2685 Stout - Oatmeal 4.125000
## 2367 Scotch Ale / Wee Heavy 3.674528
## 1699 Low Alcohol Beer 2.642857
## 1468 Lager - Märzen / Oktoberfest 3.685484
## 946.1 IPA - Imperial 4.113680
## 2416 Smoked Beer 4.000000
## 704 Fruit and Field Beer 3.251138
## 675 Farmhouse Ale - Saison 3.881625
## 2572.1 Stout - English 3.884615
## 1284 Lager - Helles 3.307692
## 1806 Pale Ale - American 4.115044
## 412 Braggot 3.807692
## 2104 Porter - Robust 4.193131
## 3052.1 Wheat Beer - Hefeweizen 3.830317
## 262 Bock - Doppelbock 4.031447
## 2719 Stout - Russian Imperial 4.078947
## 498 Brown Ale - English 3.611111
## 2871 Strong Ale - English 3.932584
## 1222 Lager - European Pale 2.993333
## 1331 Lager - Kellerbier / Zwickelbier 3.884058
## 304 Bock - Maibock 3.892122
## 1991 Porter - American 3.790070
## 119 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 810 IPA - American 4.187993
## 2563 Stout - English 3.875000
## 1939 Pilsner - German 3.946377
## 2454 Sour - Flanders Oud Bruin 3.944444
## 1574 Lager - Vienna 3.500000
## 2609 Stout - Foreign / Export 4.222222
## 817.1 IPA - American 3.989614
## 2361.1 Scotch Ale / Wee Heavy 3.838028
## 2425 Smoked Beer 3.571429
## 819 IPA - American 4.049020
## 1736 Mild Ale - English Dark 3.636364
## 3190 Winter Warmer 4.062500
## 2573 Stout - English 3.928571
## 2372 Scottish Ale 4.013142
## 1681 Lambic - Traditional 4.500000
## 669 Farmhouse Ale - Saison 4.035533
## 1060 Lager - Adjunct 2.750000
## 2255 Red Ale - Imperial 3.100000
## 1220 Lager - European Pale 2.900000
## 1455 Lager - Märzen / Oktoberfest 3.671978
## 630 Farmhouse Ale - Bière de Garde 3.900000
## 538 Chile Beer 3.216216
## 317 Bock - Maibock 4.150943
## 89.1 Barleywine - English 4.070000
## 2649 Stout - Irish Dry 3.956897
## 259 Bock - Doppelbock 4.236842
## 2193 Quadrupel (Quad) 3.842520
## 2522.1 Stout - American Imperial 4.375000
## 358 Bock - Traditional 3.722222
## 3037 Wheat Beer - Hefeweizen 3.980000
## 1700.1 Low Alcohol Beer 3.500000
## 1005 Kölsch 3.802083
## 2501 Stout - American Imperial 4.111610
## 974 Kvass 3.071429
## 2678 Stout - Oatmeal 4.258065
## 326 Bock - Maibock 3.780000
## 2079 Porter - English 4.000000
## 147 Bitter - English 3.784722
## 801 IPA - American 4.000000
## 185 Bière de Champagne / Bière Brut 4.166667
## 1404 Lager - Malt Liquor 3.708333
## 3125 Wheat Beer - Witbier 3.465686
## 1902 Pilsner - Bohemian / Czech 3.365546
## 920 IPA - English 3.722222
## 1770 Old Ale 3.919048
## 438 Brown Ale - American 3.789216
## 2698 Stout - Russian Imperial 4.119329
## 994 Kölsch 3.702586
## 334 Bock - Maibock 3.666667
## 1475 Lager - Märzen / Oktoberfest 3.753456
## 2639 Stout - Irish Dry 4.015000
## 2701 Stout - Russian Imperial 4.295455
## 900 IPA - English 4.097756
## 3117 Wheat Beer - Witbier 3.858193
## 1117 Lager - American 3.394231
## 138 Bitter - English 3.895397
## 2328 Rye Beer 4.267857
## 2880.1 Strong Ale - English 4.000000
## 356 Bock - Traditional 3.394737
## 1125 Lager - European / Dortmunder Export 3.148438
## 108 Bitter - English Extra Special / Strong Bitter (ESB) 3.729508
## 2966 Wheat Beer - American Pale 3.507042
## 479 Brown Ale - English 3.671795
## 1372 Lager - Light 2.921569
## 2739 Stout - Sweet / Milk 3.673835
## 1000 Kölsch 4.076923
## 2668 Stout - Oatmeal 4.073418
## 702 Fruit and Field Beer 3.895695
## 265 Bock - Doppelbock 3.921958
## 185.1 Bière de Champagne / Bière Brut 4.166667
## 1628 Lambic - Fruit 3.392857
## 1623 Lambic - Fruit 4.250000
## 1721 Mild Ale - English Dark 3.689024
## 2461 Sour - Flanders Oud Bruin 3.771429
## 979 Kvass 3.000000
## 603 Dubbel 3.981132
## 1809 Pale Ale - American 3.917598
## 738 Gruit / Ancient Herbed Ale 3.404531
## 887 IPA - Black / Cascadian Dark Ale 4.055556
## 360.1 Bock - Traditional 3.837662
## 2562.1 Stout - English 4.250000
## 904 IPA - English 3.660088
## 1630 Lambic - Fruit 3.468750
## 2794 Strong Ale - Belgian Dark 4.272727
## 2060.1 Porter - English 3.770833
## 2924 Tripel 4.023227
## 3088 Wheat Beer - Wheatwine 3.920000
## 2404 Scottish Ale 3.911765
## 439 Brown Ale - American 4.083333
## 209 Blonde Ale - American 3.400000
## 735 Gruit / Ancient Herbed Ale 3.582212
## 1463 Lager - Märzen / Oktoberfest 3.808081
## 381 Bock - Weizenbock 3.876190
## 1051 Lager - Adjunct 2.815476
## 1585 Lambic - Faro 3.548611
## 2863 Strong Ale - English 3.975610
## 3184 Winter Warmer 3.875000
## 2226 Red Ale - American Amber / Red 4.000000
## 2022.1 Porter - Baltic 4.339442
## 1551 Lager - Vienna 3.700000
## 16 Altbier 3.785714
## 1744 Mild Ale - English Pale 3.765152
## 2323 Rye Beer 3.962567
## 553 Chile Beer 3.012821
## 1965 Pilsner - Imperial 4.095975
## 153 Bitter - English 3.600000
## 2775 Strong Ale - American 4.031915
## 799 Herb and Spice Beer 3.881579
## 230 Blonde Ale - Belgian 3.986486
## 775 Happoshu 3.000000
## 2911 Tripel 4.119658
## 835 IPA - American 3.823045
## 657 Farmhouse Ale - Bière de Garde 3.588889
## 2261 Red Ale - Irish 3.827169
## 2881 Strong Ale - English 3.931034
## 2475 Sour - Flanders Red Ale 3.904891
## 140 Bitter - English 3.869231
## 1912 Pilsner - Bohemian / Czech 3.592199
## 2751 Strong Ale - American 4.168547
## 234 Blonde Ale - Belgian 3.842105
## 1028 Lager - Adjunct 2.732990
## 297 Bock - Eisbock 4.000000
## 2131.1 Porter - Smoked 3.906250
## 2356 Scotch Ale / Wee Heavy 3.951807
## 2147 Pumpkin Beer 2.834538
## 466 Brown Ale - Belgian Dark 3.694444
## 2365 Scotch Ale / Wee Heavy 3.818182
## 2606 Stout - Foreign / Export 4.000000
## 2689 Stout - Oatmeal 3.984375
## 330 Bock - Maibock 3.739130
## 1953 Pilsner - German 3.675258
## 2662.1 Stout - Oatmeal 4.340064
## 364 Bock - Traditional 3.666667
## 894 IPA - English 3.848730
## 1658 Lambic - Gueuze 3.250000
## 1933 Pilsner - German 3.724265
## 48 Barleywine - American 4.024182
## 1390 Lager - Malt Liquor 2.968750
## 2016 Porter - American 4.166667
## 2507 Stout - American Imperial 4.243842
## 770 Happoshu 2.500000
## 3154 Wild Ale 4.126984
## 600 Dubbel 3.885563
## 1345 Lager - Light 2.349815
## 2192.1 Quadrupel (Quad) 3.883392
## 582 Cream Ale 3.666667
## 1755 Mild Ale - English Pale 3.666667
## 1600 Lambic - Fruit 4.153846
## 115 Bitter - English Extra Special / Strong Bitter (ESB) 3.906433
## 98 Barleywine - English 3.440476
## 206 Blonde Ale - American 3.427083
## 643 Farmhouse Ale - Bière de Garde 3.948276
## 753.1 Gruit / Ancient Herbed Ale 3.666667
## 1030 Lager - Adjunct 2.976344
## 1365 Lager - Light 2.437500
## 1762 Mild Ale - English Pale 3.700000
## 1956 Pilsner - German 3.305556
## 1751 Mild Ale - English Pale 3.571429
## 1653 Lambic - Gueuze 3.390244
## 2869 Strong Ale - English 4.125000
## 2552 Stout - American 3.716216
## 1311 Lager - Japanese Rice 2.523810
## 2608 Stout - Foreign / Export 4.000000
## 2583 Stout - Foreign / Export 3.940000
## 3159 Winter Warmer 3.934971
## 650 Farmhouse Ale - Bière de Garde 3.666667
## 1102 Lager - American 3.344595
## 3004 Wheat Beer - Dunkelweizen 4.171429
## 170 Bitter - English 3.607143
## 65.1 Barleywine - American 4.000000
## 2419 Smoked Beer 3.937500
## 847.1 IPA - Belgian 3.614583
## 1895 Pilsner - Bohemian / Czech 3.709945
## 1921 Pilsner - Bohemian / Czech 4.000000
## 838 IPA - American 3.921275
## 2917 Tripel 4.055066
## 193 Blonde Ale - American 2.661355
## 474 Brown Ale - Belgian Dark 4.272727
## 1305 Lager - India Pale Lager (IPL) 3.750000
## 1331.1 Lager - Kellerbier / Zwickelbier 3.884058
## 2843 Strong Ale - Belgian Pale 3.970339
## 3058 Wheat Beer - Kristallweizen 4.066451
## 927 IPA - Imperial 3.983032
## 1329 Lager - Kellerbier / Zwickelbier 3.666667
## 113 Bitter - English Extra Special / Strong Bitter (ESB) 3.888664
## 2823 Strong Ale - Belgian Pale 4.000000
## 1003 Kölsch 3.675000
## 2589.1 Stout - Foreign / Export 3.730769
## 2968 Wheat Beer - American Pale 3.533333
## 287 Bock - Doppelbock 3.714286
## 2898 Tripel 3.000000
## 2098 Porter - Imperial 3.777778
## 1018 Lager - Adjunct 2.901370
## 492 Brown Ale - English 3.656109
## 2469 Sour - Flanders Red Ale 4.000000
## 1801 Pale Ale - American 4.000000
## 1095 Lager - American Amber / Red 3.172414
## 214 Blonde Ale - American 3.937500
## 2709 Stout - Russian Imperial 4.208791
## 1695 Low Alcohol Beer 3.105263
## 2161 Pumpkin Beer 4.021164
## 434 Brown Ale - American 3.509317
## 2165.1 Pumpkin Beer 3.806818
## 1473 Lager - Märzen / Oktoberfest 3.956522
## 788 Herb and Spice Beer 3.645299
## 2233 Red Ale - American Amber / Red 4.093023
## 2817 Strong Ale - Belgian Pale 4.512857
## 2839 Strong Ale - Belgian Pale 3.643590
## 960 IPA - New England 4.163113
## 1459 Lager - Märzen / Oktoberfest 3.529197
## 423 Brown Ale - American 4.110777
## 2024 Porter - Baltic 4.023102
## 55 Barleywine - American 3.785714
## 914 IPA - English 3.507042
## 2765 Strong Ale - American 3.740741
## 1511 Lager - Rauchbier 3.875000
## 328 Bock - Maibock 3.458333
## 2893 Tripel 3.677961
## 3075 Wheat Beer - Kristallweizen 3.750000
## 1474 Lager - Märzen / Oktoberfest 3.300000
## 2101 Porter - Imperial 3.919643
## 2940.1 Wheat Beer - American Dark 3.642857
## 2760 Strong Ale - American 4.117647
## 1114 Lager - American 3.359281
## 2421 Smoked Beer 3.772727
## 2781 Strong Ale - Belgian Dark 3.836158
## 2577.1 Stout - English 3.443182
## 1283 Lager - Helles 3.155844
## 835.1 IPA - American 3.823045
## 103 Barleywine - English 3.936508
## 2247 Red Ale - Imperial 4.136364
## 1482 Lager - Märzen / Oktoberfest 3.721154
## 2389 Scottish Ale 3.750000
## 2093 Porter - Imperial 4.189189
## 697 Farmhouse Ale - Saison 4.218750
## 3146 Wild Ale 4.378788
## 861 IPA - Belgian 3.875000
## 2562.2 Stout - English 4.250000
## 1728 Mild Ale - English Dark 3.391304
## 2822 Strong Ale - Belgian Pale 4.138562
## 1537 Lager - Schwarzbier 3.833333
## 343.1 Bock - Traditional 3.833333
## 2895 Tripel 4.165284
## 1452 Lager - Munich Dunkel 3.473684
## 2905 Tripel 4.097561
## 1691 Low Alcohol Beer 3.775862
## 1002.1 Kölsch 3.796610
## 2396 Scottish Ale 3.615385
## 3179 Winter Warmer 3.760000
## 1675 Lambic - Traditional 4.250000
## 944 IPA - Imperial 3.971579
## 1389 Lager - Malt Liquor 2.393082
## 3111.1 Wheat Beer - Witbier 3.542857
## 2144 Porter - Smoked 3.772727
## 2409.1 Smoked Beer 3.936224
## 1914 Pilsner - Bohemian / Czech 3.500000
## 503 Brown Ale - English 3.450000
## 1165 Lager - European Dark 3.658537
## 1531 Lager - Schwarzbier 3.746951
## 30 Altbier 3.545455
## 2667 Stout - Oatmeal 4.031068
## 2940.2 Wheat Beer - American Dark 3.642857
## 1757 Mild Ale - English Pale 3.166667
## 2806 Strong Ale - Belgian Dark 4.085366
## 1244 Lager - European Strong 2.818182
## 2119 Porter - Smoked 4.153987
## 1331.2 Lager - Kellerbier / Zwickelbier 3.884058
## 1687 Low Alcohol Beer 2.067568
## 2779 Strong Ale - Belgian Dark 3.752934
## 1999 Porter - American 3.951172
## 2556 Stout - English 3.894737
## 648 Farmhouse Ale - Bière de Garde 3.961538
## 2037 Porter - Baltic 3.966216
## 2564 Stout - English 4.250000
## 1929 Pilsner - German 3.922156
## 1046 Lager - Adjunct 2.597143
## 678 Farmhouse Ale - Saison 4.031381
## 615 Dubbel 3.854839
## 1801.1 Pale Ale - American 4.000000
## 2839.1 Strong Ale - Belgian Pale 3.643590
## 2437 Sour - Berliner Weisse 3.664557
## 1639 Lambic - Gueuze 4.019126
## 1744.1 Mild Ale - English Pale 3.765152
## 2061 Porter - English 4.186047
## 559 Chile Beer 3.041667
## 2649.1 Stout - Irish Dry 3.956897
## 3011 Wheat Beer - Dunkelweizen 3.700000
## 2993 Wheat Beer - Dunkelweizen 3.652778
## 2804.1 Strong Ale - Belgian Dark 4.121181
## 2911.1 Tripel 4.119658
## 872 IPA - Black / Cascadian Dark Ale 4.004065
## 724.1 Fruit and Field Beer 3.159292
## 593 Dubbel 3.787281
## 998 Kölsch 4.111111
## 2783 Strong Ale - Belgian Dark 4.072251
## 1510 Lager - Rauchbier 3.666667
## 1966 Pilsner - Imperial 4.033613
## 1301.1 Lager - Helles 2.980000
## 2613 Stout - Foreign / Export 3.388889
## 1808 Pale Ale - American 4.046460
## 375 Bock - Weizenbock 3.977064
## 190 Blonde Ale - American 3.079710
## 1797 Pale Ale - American 3.000000
## 2598 Stout - Foreign / Export 4.089744
## 1608 Lambic - Fruit 3.682796
## 513 Brown Ale - English 3.811475
## 2691 Stout - Oatmeal 3.995192
## 1340 Lager - Kellerbier / Zwickelbier 3.928571
## 609 Dubbel 3.793750
## 2232 Red Ale - American Amber / Red 3.824742
## 1951 Pilsner - German 3.815972
## 1387 Lager - Malt Liquor 2.577236
## 1520 Lager - Schwarzbier 3.900000
## 1613 Lambic - Fruit 4.060606
## 1452.1 Lager - Munich Dunkel 3.473684
## 1629 Lambic - Fruit 3.613636
## 634 Farmhouse Ale - Bière de Garde 3.969349
## 342 Bock - Traditional 3.179245
## 2268 Red Ale - Irish 3.627451
## 1958 Pilsner - German 3.114679
## 1777.1 Old Ale 3.750000
## 3152 Wild Ale 4.000000
## 2698.1 Stout - Russian Imperial 4.119329
## 2530 Stout - American 4.142045
## 2944 Wheat Beer - American Dark 3.750000
## 2019 Porter - Baltic 3.906193
## 1212 Lager - European Pale 3.673077
## 1414.1 Lager - Malt Liquor 3.035714
## 2405 Smoked Beer 3.975962
## 713 Fruit and Field Beer 3.325163
## 1250 Lager - European Strong 3.086957
## 2218 Red Ale - American Amber / Red 3.821510
## 1782 Old Ale 4.141463
## 3088.1 Wheat Beer - Wheatwine 3.920000
## 2351 Scotch Ale / Wee Heavy 3.783379
## 1175 Lager - European Dark 4.316667
## 2058 Porter - English 3.642857
## 1667 Lambic - Traditional 3.833333
## 1130 Lager - European / Dortmunder Export 3.907407
## 2997 Wheat Beer - Dunkelweizen 3.833333
## 454 Brown Ale - Belgian Dark 4.041262
## 3196 Winter Warmer 3.885057
## 1451.1 Lager - Munich Dunkel 3.904762
## 179 Bière de Champagne / Bière Brut 4.111111
## 2406 Smoked Beer 4.085821
## 958 IPA - Imperial 4.083333
## 830 IPA - American 3.866171
## 847.2 IPA - Belgian 3.614583
## 2662.2 Stout - Oatmeal 4.340064
## 706 Fruit and Field Beer 4.197270
## 878 IPA - Black / Cascadian Dark Ale 3.916667
## 1680 Lambic - Traditional 3.666667
## 843.1 IPA - Belgian 3.500000
## 2143 Porter - Smoked 4.224138
## 557.1 Chile Beer 1.636364
## 2806.1 Strong Ale - Belgian Dark 4.085366
## 2263 Red Ale - Irish 3.865691
## 1526 Lager - Schwarzbier 3.851852
## 2418 Smoked Beer 3.200000
## 1239 Lager - European Strong 3.178571
## 2604 Stout - Foreign / Export 4.400000
## 2191 Quadrupel (Quad) 3.772866
## 854 IPA - Belgian 4.047619
## 2657 Stout - Irish Dry 4.250000
## 2770 Strong Ale - American 3.833333
## 2474 Sour - Flanders Red Ale 3.997475
## 840 IPA - Belgian 4.088626
## 171 Bitter - English 3.590909
## 979.1 Kvass 3.000000
## 1013 Kölsch 4.000000
## 2610 Stout - Foreign / Export 4.055556
## 868 IPA - Black / Cascadian Dark Ale 4.124016
## 162 Bitter - English 3.666667
## 91 Barleywine - English 3.914201
## 2213 Red Ale - American Amber / Red 4.279245
## 591 Dubbel 4.057812
## 2325 Rye Beer 4.009804
## 1205 Lager - European Pale 3.114537
## 345 Bock - Traditional 3.900000
## 2498 Stout - American Imperial 4.267442
## 1815 Pale Ale - American 4.090301
## 857 IPA - Belgian 3.852381
## 3084 Wheat Beer - Wheatwine 4.113924
## 2043 Porter - Baltic 3.857143
## 1382.1 Lager - Light 2.790000
## 634.1 Farmhouse Ale - Bière de Garde 3.969349
## 568 Cream Ale 4.000000
## 2712 Stout - Russian Imperial 4.260388
## 740 Gruit / Ancient Herbed Ale 3.578512
## 940 IPA - Imperial 4.247780
## 1836 Pale Ale - Belgian 3.538462
## 3165 Winter Warmer 3.827751
## 1602 Lambic - Fruit 4.087838
## 1067 Lager - American Amber / Red 3.634454
## 1024 Lager - Adjunct 2.912162
## 3164 Winter Warmer 3.492659
## 2623 Stout - Irish Dry 4.275578
## 1151 Lager - European / Dortmunder Export 3.700000
## 1627 Lambic - Fruit 3.937500
## 479.1 Brown Ale - English 3.671795
## 2671.1 Stout - Oatmeal 4.402778
## 507.1 Brown Ale - English 3.576613
## 704.1 Fruit and Field Beer 3.251138
## 1876 Pale Ale - English 3.875000
## 1747 Mild Ale - English Pale 3.800000
## 1626 Lambic - Fruit 3.743243
## 361 Bock - Traditional 3.452830
## 119.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 1963 Pilsner - Imperial 4.088571
## 2983 Wheat Beer - Dunkelweizen 3.630435
## 166 Bitter - English 3.718750
## 1715 Low Alcohol Beer 2.150000
## 287.1 Bock - Doppelbock 3.714286
## 1365.1 Lager - Light 2.437500
## 3061 Wheat Beer - Kristallweizen 3.850877
## 2969 Wheat Beer - American Pale 3.402326
## 1705 Low Alcohol Beer 3.000000
## 313 Bock - Maibock 3.739362
## 3052.2 Wheat Beer - Hefeweizen 3.830317
## 111 Bitter - English Extra Special / Strong Bitter (ESB) 3.770083
## 623 Dubbel 3.608527
## 158 Bitter - English 3.785714
## 1261 Lager - European Strong 3.225000
## 461 Brown Ale - Belgian Dark 3.750000
## 2730 Stout - Sweet / Milk 3.700000
## 905 IPA - English 4.625000
## 1898 Pilsner - Bohemian / Czech 3.863636
## 2946 Wheat Beer - American Dark 3.250000
## 318 Bock - Maibock 3.918033
## 129 Bitter - English Extra Special / Strong Bitter (ESB) 4.028455
## 748 Gruit / Ancient Herbed Ale 3.714286
## 11 Altbier 4.061497
## 198 Blonde Ale - American 3.376923
## 1168 Lager - European Dark 4.041667
## 1598 Lambic - Fruit 4.357708
## 1387.1 Lager - Malt Liquor 2.577236
## 1189 Lager - European Pale 3.152838
## 2727 Stout - Sweet / Milk 3.804399
## 2356.1 Scotch Ale / Wee Heavy 3.951807
## 3032 Wheat Beer - Hefeweizen 3.306763
## 2067 Porter - English 3.925714
## 390 Bock - Weizenbock 3.500000
## 2427 Smoked Beer 4.000000
## 36 Altbier 3.621212
## 223 Blonde Ale - Belgian 3.926540
## 283 Bock - Doppelbock 3.896226
## 2996 Wheat Beer - Dunkelweizen 3.703704
## 2459.1 Sour - Flanders Oud Bruin 3.825000
## 1432 Lager - Munich Dunkel 3.702899
## 1097 Lager - American 3.074553
## 119.2 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 1683 Lambic - Traditional 3.750000
## 3071 Wheat Beer - Kristallweizen 3.965517
## 1348 Lager - Light 3.559424
## 868.1 IPA - Black / Cascadian Dark Ale 4.124016
## 1354 Lager - Light 1.936798
## 2488 Sour - Gose 3.855263
## 943 IPA - Imperial 4.216578
## 1793 Old Ale 3.583333
## 2327 Rye Beer 4.125000
## 2258 Red Ale - Imperial 4.166667
## 2506 Stout - American Imperial 4.301837
## 699 Fruit and Field Beer 3.514002
## 2051 Porter - English 3.891304
## 908 IPA - English 3.405172
## 1727 Mild Ale - English Dark 3.619048
## 1816.1 Pale Ale - American 3.587922
## 2121 Porter - Smoked 3.805970
## 1842 Pale Ale - Belgian 4.150000
## 348 Bock - Traditional 3.546296
## 1399 Lager - Malt Liquor 2.864865
## 562 Cream Ale 3.670833
## 2435 Sour - Berliner Weisse 3.571429
## 2397 Scottish Ale 3.941176
## 2481 Sour - Flanders Red Ale 3.000000
## 2025 Porter - Baltic 4.113208
## 599.1 Dubbel 4.240947
## 2683 Stout - Oatmeal 4.166667
## 3125.1 Wheat Beer - Witbier 3.465686
## 2531 Stout - American 3.989837
## 2976 Wheat Beer - American Pale 3.428571
## 864 IPA - Belgian 4.083333
## 1487 Lager - Märzen / Oktoberfest 3.725410
## 614 Dubbel 3.910864
## 2081 Porter - English 4.053571
## 1894 Pale Ale - English 3.672414
## 2296 Red Ale - Irish 3.531250
## 735.1 Gruit / Ancient Herbed Ale 3.582212
## 522 California Common / Steam Beer 3.888889
## 2848 Strong Ale - Belgian Pale 4.026961
## 3067 Wheat Beer - Kristallweizen 3.833333
## 1072 Lager - American Amber / Red 3.728395
## 1385 Lager - Malt Liquor 2.752174
## 596 Dubbel 4.116788
## 1883.1 Pale Ale - English 3.701299
## 2762 Strong Ale - American 3.395349
## 2782 Strong Ale - Belgian Dark 3.826169
## 744 Gruit / Ancient Herbed Ale 3.911765
## 1994 Porter - American 3.850000
## 675.1 Farmhouse Ale - Saison 3.881625
## 1585.1 Lambic - Faro 3.548611
## 2702 Stout - Russian Imperial 4.325949
## 238 Blonde Ale - Belgian 3.619048
## 621 Dubbel 4.026316
## 1276 Lager - Helles 3.664773
## 1058 Lager - Adjunct 2.980769
## 3167 Winter Warmer 3.831081
## 3040 Wheat Beer - Hefeweizen 3.754717
## 696 Farmhouse Ale - Saison 4.000000
## 971 Kvass 3.250000
## 539 Chile Beer 3.818182
## 1481.1 Lager - Märzen / Oktoberfest 3.711982
## 3185 Winter Warmer 3.739535
## 1636 Lambic - Gueuze 4.223958
## 3190.1 Winter Warmer 4.062500
## 965 Kvass 3.653846
## 568.1 Cream Ale 4.000000
## 98.1 Barleywine - English 3.440476
## 2066 Porter - English 3.763636
## 963 IPA - New England 4.000000
## 815 IPA - American 4.051102
## 966 Kvass 2.937500
## 2004 Porter - American 4.008287
## 2778 Strong Ale - Belgian Dark 4.125000
## 1230 Lager - European Strong 3.371681
## 471 Brown Ale - Belgian Dark 4.000000
## 1334 Lager - Kellerbier / Zwickelbier 3.833333
## 1336 Lager - Kellerbier / Zwickelbier 3.736842
## 1793.1 Old Ale 3.583333
## 1141 Lager - European / Dortmunder Export 3.500000
## 2514 Stout - American Imperial 4.080189
## 2217 Red Ale - American Amber / Red 4.166667
## 1706 Low Alcohol Beer 4.000000
## 2675 Stout - Oatmeal 4.231454
## 330.1 Bock - Maibock 3.739130
## 1402.1 Lager - Malt Liquor 2.661290
## 3032.1 Wheat Beer - Hefeweizen 3.306763
## 288 Bock - Doppelbock 4.224138
## 1676 Lambic - Traditional 4.625000
## 1607.1 Lambic - Fruit 4.644231
## 2044 Porter - Baltic 3.656250
## 3088.2 Wheat Beer - Wheatwine 3.920000
## 1866 Pale Ale - English 3.565428
## 200 Blonde Ale - American 3.575221
## 2500 Stout - American Imperial 4.375000
## 1958.1 Pilsner - German 3.114679
## 558 Chile Beer 3.562500
## 1773 Old Ale 4.175000
## 1945 Pilsner - German 3.584615
## 1382.2 Lager - Light 2.790000
## 1128 Lager - European / Dortmunder Export 3.963068
## 1576 Lager - Vienna 3.916667
## 2198 Quadrupel (Quad) 3.986111
## 51 Barleywine - American 4.086667
## 1273 Lager - Helles 3.304813
## 12 Altbier 4.333333
## 2134 Porter - Smoked 3.950000
## 319 Bock - Maibock 3.911429
## 1352 Lager - Light 2.500000
## 117 Bitter - English Extra Special / Strong Bitter (ESB) 3.805147
## 1422 Lager - Munich Dunkel 3.673203
## 1262 Lager - European Strong 3.333333
## 2245 Red Ale - Imperial 4.110638
## 1346 Lager - Light 2.401961
## 365 Bock - Traditional 3.935484
## 2905.1 Tripel 4.097561
## 496 Brown Ale - English 3.742188
## 476 Brown Ale - English 4.124905
## 833.1 IPA - American 3.812500
## 2624 Stout - Irish Dry 3.705097
## 672 Farmhouse Ale - Saison 4.146505
## 2659 Stout - Oatmeal 4.364508
## 431 Brown Ale - American 4.131040
## 670 Farmhouse Ale - Saison 4.263900
## 1817 Pale Ale - American 3.592727
## 3101 Wheat Beer - Witbier 3.866707
## 2994 Wheat Beer - Dunkelweizen 3.766234
## 1682 Lambic - Traditional 3.250000
## 1476 Lager - Märzen / Oktoberfest 3.727459
## 1930 Pilsner - German 3.785178
## 303 Bock - Eisbock 4.000000
## 981 Kvass 3.500000
## 363 Bock - Traditional 3.833333
## 453 Brown Ale - Belgian Dark 3.915323
## 512 Brown Ale - English 3.686957
## 987 Kölsch 3.691901
## 2687 Stout - Oatmeal 3.745714
## 2532 Stout - American 3.947658
## 2918 Tripel 3.821637
## 126 Bitter - English Extra Special / Strong Bitter (ESB) 4.007299
## 1948 Pilsner - German 3.669767
## 2763 Strong Ale - American 3.909091
## 1345.1 Lager - Light 2.349815
## 1154 Lager - European Dark 3.631696
## 833.2 IPA - American 3.812500
## 1783.1 Old Ale 3.456364
## 2978 Wheat Beer - American Pale 3.875000
## 2337 Scotch Ale / Wee Heavy 3.960621
## 3089 Wheat Beer - Wheatwine 4.014423
## 2862 Strong Ale - English 3.878082
## 928 IPA - Imperial 4.029799
## 856 IPA - Belgian 4.132075
## 1208 Lager - European Pale 3.453125
## 1536 Lager - Schwarzbier 3.940299
## 891 IPA - English 4.017806
## 2968.1 Wheat Beer - American Pale 3.533333
## 1745.1 Mild Ale - English Pale 3.314815
## 3130 Wheat Beer - Witbier 4.047771
## 1514 Lager - Rauchbier 3.958333
## 685 Farmhouse Ale - Saison 4.000000
## 276 Bock - Doppelbock 3.760870
## 317.1 Bock - Maibock 4.150943
## 866 IPA - Black / Cascadian Dark Ale 4.122963
## 2768 Strong Ale - American 3.724299
## 180 Bière de Champagne / Bière Brut 4.076471
## 2976.1 Wheat Beer - American Pale 3.428571
## 1421 Lager - Munich Dunkel 4.000000
## 2720.1 Stout - Russian Imperial 3.820000
## 1073 Lager - American Amber / Red 3.479021
## 286 Bock - Doppelbock 4.041667
## 1384 Lager - Malt Liquor 2.772727
## 1514.1 Lager - Rauchbier 3.958333
## 1661 Lambic - Traditional 3.744856
## 2549 Stout - American 4.055556
## 240 Blonde Ale - Belgian 3.750000
## 899 IPA - English 3.693182
## 2241 Red Ale - American Amber / Red 4.062500
## 175 Bitter - English 3.907895
## 1672 Lambic - Traditional 4.000000
## 1327 Lager - Japanese Rice 2.358974
## 1928 Pilsner - German 3.430014
## 294 Bock - Eisbock 3.500000
## 191 Blonde Ale - American 3.471576
## 2745 Strong Ale - American 3.955142
## 1494.1 Lager - Rauchbier 4.222222
## 857.1 IPA - Belgian 3.852381
## 2156 Pumpkin Beer 3.933673
## 2977 Wheat Beer - American Pale 3.458333
## 3015 Wheat Beer - Dunkelweizen 3.833333
## 1810 Pale Ale - American 3.685221
## 1474.1 Lager - Märzen / Oktoberfest 3.300000
## 1851 Pale Ale - Belgian 3.546667
## 3100 Wheat Beer - Witbier 4.029049
## 1204 Lager - European Pale 3.458580
## 2428 Smoked Beer 4.000000
## 2300.1 Rye Beer - Roggenbier 3.794118
## 977 Kvass 3.083333
## 1084 Lager - American Amber / Red 3.092357
## 1272 Lager - Helles 3.418462
## 1427 Lager - Munich Dunkel 3.671875
## 903 IPA - English 3.801948
## 1451.2 Lager - Munich Dunkel 3.904762
## 1678 Lambic - Traditional 4.000000
## 2194 Quadrupel (Quad) 3.953947
## 299 Bock - Eisbock 3.750000
## 2804.2 Strong Ale - Belgian Dark 4.121181
## 202 Blonde Ale - American 3.806818
## 1304 Lager - India Pale Lager (IPL) 3.980769
## 301 Bock - Eisbock 3.875000
## 2799 Strong Ale - Belgian Dark 4.003289
## 2686 Stout - Oatmeal 4.166667
## 2751.1 Strong Ale - American 4.168547
## 1186 Lager - European Pale 3.392857
## 1966.1 Pilsner - Imperial 4.033613
## 1190 Lager - European Pale 3.304450
## 1563.1 Lager - Vienna 3.387097
## 2861 Strong Ale - English 3.886364
## 2882 Strong Ale - English 3.794643
## 1560.1 Lager - Vienna 3.698895
## 2461.1 Sour - Flanders Oud Bruin 3.771429
## 2143.1 Porter - Smoked 4.224138
## 2917.1 Tripel 4.055066
## 1431 Lager - Munich Dunkel 3.881579
## 2989 Wheat Beer - Dunkelweizen 3.923567
## 1052 Lager - Adjunct 3.026119
## 2246 Red Ale - Imperial 4.171070
## 1948.1 Pilsner - German 3.669767
## 689 Farmhouse Ale - Saison 4.128086
## 1526.1 Lager - Schwarzbier 3.851852
## 1262.1 Lager - European Strong 3.333333
## 2135 Porter - Smoked 3.600000
## 2830 Strong Ale - Belgian Pale 4.114754
## 1162 Lager - European Dark 3.476744
## 1228 Lager - European Strong 3.120640
## 1530 Lager - Schwarzbier 3.906250
## 1004 Kölsch 3.668675
## 1687.1 Low Alcohol Beer 2.067568
## 772 Happoshu 3.000000
## 1519 Lager - Schwarzbier 3.659353
## 1500 Lager - Rauchbier 3.857143
## 3001 Wheat Beer - Dunkelweizen 3.974359
## 36.1 Altbier 3.621212
## 973 Kvass 3.250000
## 1940 Pilsner - German 3.796943
## 282 Bock - Doppelbock 3.500000
## 1202 Lager - European Pale 2.859375
## 2762.1 Strong Ale - American 3.395349
## 2326 Rye Beer 3.959677
## 708 Fruit and Field Beer 3.767981
## 405 Braggot 3.882353
## 1374 Lager - Light 2.262821
## 1058.1 Lager - Adjunct 2.980769
## 2506.1 Stout - American Imperial 4.301837
## 857.2 IPA - Belgian 3.852381
## 2955 Wheat Beer - American Pale 3.692381
## 2798 Strong Ale - Belgian Dark 3.986441
## 1637 Lambic - Gueuze 4.048387
## 1257 Lager - European Strong 3.742424
## 28 Altbier 4.216667
## 22 Altbier 3.970588
## 2062 Porter - English 3.823171
## 1919.1 Pilsner - Bohemian / Czech 3.518519
## 125 Bitter - English Extra Special / Strong Bitter (ESB) 3.913043
## 641.1 Farmhouse Ale - Bière de Garde 4.026882
## 1308 Lager - Japanese Rice 2.874408
## 780 Herb and Spice Beer 3.739437
## 3066 Wheat Beer - Kristallweizen 3.705882
## 3091 Wheat Beer - Wheatwine 3.818182
## 536 Chile Beer 3.651659
## 2396.1 Scottish Ale 3.615385
## 1774.1 Old Ale 4.043956
## 2132 Porter - Smoked 4.350000
## 799.1 Herb and Spice Beer 3.881579
## 3068 Wheat Beer - Kristallweizen 3.662500
## 565 Cream Ale 3.718182
## 3135 Wild Ale 4.291548
## 1806.1 Pale Ale - American 4.115044
## 2735 Stout - Sweet / Milk 3.907051
## 52 Barleywine - American 3.912069
## 1635 Lambic - Gueuze 4.126506
## 2808.1 Strong Ale - Belgian Dark 4.042553
## 2884 Strong Ale - English 3.451613
## 1099 Lager - American 3.052632
## 2913 Tripel 3.407233
## 2530.1 Stout - American 4.142045
## 1200 Lager - European Pale 3.612532
## 2673.1 Stout - Oatmeal 3.887692
## 142 Bitter - English 3.551724
## 2451 Sour - Flanders Oud Bruin 3.875000
## 329 Bock - Maibock 3.687500
## 1399.1 Lager - Malt Liquor 2.864865
## 327 Bock - Maibock 3.868750
## 1593 Lambic - Fruit 4.191336
## 20 Altbier 3.900000
## 1272.1 Lager - Helles 3.418462
## 961 IPA - New England 4.181818
## 3093 Wheat Beer - Wheatwine 4.150000
## 1141.1 Lager - European / Dortmunder Export 3.500000
## 964 Kvass 3.307692
## 2532.1 Stout - American 3.947658
## 3186 Winter Warmer 3.936620
## 1857 Pale Ale - English 3.858124
## 2961 Wheat Beer - American Pale 3.077160
## 839 IPA - Belgian 4.080226
## 2931 Wheat Beer - American Dark 3.833333
## 2264 Red Ale - Irish 3.795322
## 2592 Stout - Foreign / Export 3.982558
## 416 Braggot 3.500000
## 2976.2 Wheat Beer - American Pale 3.428571
## 188 Blonde Ale - American 3.370000
## 2625 Stout - Irish Dry 4.250000
## 962 IPA - New England 4.304196
## 1445 Lager - Munich Dunkel 3.325581
## 1168.1 Lager - European Dark 4.041667
## 1126.1 Lager - European / Dortmunder Export 3.588235
## 1702 Low Alcohol Beer 3.400000
## 2312 Rye Beer - Roggenbier 3.000000
## 2807 Strong Ale - Belgian Dark 4.242775
## 1181 Lager - European Dark 4.000000
## 2728 Stout - Sweet / Milk 4.053672
## 2798.1 Strong Ale - Belgian Dark 3.986441
## 1897 Pilsner - Bohemian / Czech 3.560078
## 1695.1 Low Alcohol Beer 3.105263
## 424 Brown Ale - American 3.978537
## 396 Bock - Weizenbock 3.642857
## 1946 Pilsner - German 3.496503
## 1147 Lager - European / Dortmunder Export 3.750000
## 717 Fruit and Field Beer 3.888889
## 1536.1 Lager - Schwarzbier 3.940299
## 254 Bock - Doppelbock 3.876356
## 2330 Rye Beer 3.468750
## 622 Dubbel 4.000000
## 371 Bock - Traditional 3.545455
## 2053 Porter - English 3.800261
## 34 Altbier 3.866667
## 1530.1 Lager - Schwarzbier 3.906250
## 2638 Stout - Irish Dry 3.785714
## 1732 Mild Ale - English Dark 3.750000
## 212.1 Blonde Ale - American 3.473881
## 346 Bock - Traditional 4.000000
## 28.1 Altbier 4.216667
## 1807 Pale Ale - American 3.987847
## 1023 Lager - Adjunct 2.757862
## 1968 Pilsner - Imperial 3.782609
## 793 Herb and Spice Beer 3.625000
## 2403 Scottish Ale 3.700000
## 359 Bock - Traditional 3.647436
## 2813 Strong Ale - Belgian Dark 3.936667
## 3151 Wild Ale 3.989691
## 2105 Porter - Robust 2.500000
## 326.1 Bock - Maibock 3.780000
## 2638.1 Stout - Irish Dry 3.785714
## 2772 Strong Ale - American 3.666667
## 2792 Strong Ale - Belgian Dark 4.206667
## 1985 Porter - American 4.047486
## 423.1 Brown Ale - American 4.110777
## 2369 Scotch Ale / Wee Heavy 4.125000
## 1885 Pale Ale - English 3.543182
## 2606.1 Stout - Foreign / Export 4.000000
## 2067.1 Porter - English 3.925714
## 1502 Lager - Rauchbier 3.304688
## 1010 Kölsch 3.689189
## 1581 Lager - Vienna 3.750000
## 813 IPA - American 3.875000
## 2802 Strong Ale - Belgian Dark 4.082305
## 1479 Lager - Märzen / Oktoberfest 3.574074
## 363.1 Bock - Traditional 3.833333
## 1282 Lager - Helles 3.854167
## 2944.1 Wheat Beer - American Dark 3.750000
## 3069.1 Wheat Beer - Kristallweizen 3.258065
## 357 Bock - Traditional 3.500000
## 1818 Pale Ale - American 3.656457
## 1430 Lager - Munich Dunkel 3.834646
## 440 Brown Ale - American 3.988055
## 3125.2 Wheat Beer - Witbier 3.465686
## 2929 Wheat Beer - American Dark 3.772727
## 673 Farmhouse Ale - Saison 4.188889
## 2142 Porter - Smoked 4.400000
## 771 Happoshu 3.000000
## 929 IPA - Imperial 4.110031
## 800 Herb and Spice Beer 3.663636
## 30.1 Altbier 3.545455
## 396.1 Bock - Weizenbock 3.642857
## 1790 Old Ale 3.970588
## 2104.1 Porter - Robust 4.193131
## 2987 Wheat Beer - Dunkelweizen 3.969697
## 3046 Wheat Beer - Hefeweizen 3.708092
## 2826 Strong Ale - Belgian Pale 3.845690
## 2393 Scottish Ale 3.845238
## 1702.1 Low Alcohol Beer 3.400000
## 528 California Common / Steam Beer 3.666667
## 943.1 IPA - Imperial 4.216578
## 3048 Wheat Beer - Hefeweizen 3.946429
## 2838 Strong Ale - Belgian Pale 3.954733
## 354 Bock - Traditional 3.916667
## 296 Bock - Eisbock 3.770833
## 706.1 Fruit and Field Beer 4.197270
## 290 Bock - Eisbock 3.941365
## 1519.1 Lager - Schwarzbier 3.659353
## 1378 Lager - Light 3.000000
## 1644 Lambic - Gueuze 4.066869
## 947 IPA - Imperial 4.152108
## 1314.1 Lager - Japanese Rice 3.196429
## 2648 Stout - Irish Dry 4.500000
## 469 Brown Ale - Belgian Dark 3.866667
## 2034 Porter - Baltic 3.967391
## 1907 Pilsner - Bohemian / Czech 4.190840
## 2128 Porter - Smoked 4.062500
## 382 Bock - Weizenbock 4.101190
## 2219 Red Ale - American Amber / Red 3.957123
## 2847 Strong Ale - Belgian Pale 3.944444
## 1098 Lager - American 2.872024
## 434.1 Brown Ale - American 3.509317
## 1607.2 Lambic - Fruit 4.644231
## 686 Farmhouse Ale - Saison 4.098765
## 1609 Lambic - Fruit 4.293173
## 126.1 Bitter - English Extra Special / Strong Bitter (ESB) 4.007299
## 1465 Lager - Märzen / Oktoberfest 3.611801
## 1981 Porter - American 4.500000
## 2945 Wheat Beer - American Dark 3.666667
## 2482 Sour - Flanders Red Ale 3.300000
## 546 Chile Beer 4.000000
## 682 Farmhouse Ale - Saison 4.138686
## 1137 Lager - European / Dortmunder Export 3.205882
## 1310 Lager - Japanese Rice 2.893333
## 2785.1 Strong Ale - Belgian Dark 3.888971
## 2635 Stout - Irish Dry 3.750000
## 396.2 Bock - Weizenbock 3.642857
## 1055 Lager - Adjunct 3.507812
## 780.1 Herb and Spice Beer 3.739437
## 3057 Wheat Beer - Hefeweizen 3.906832
## 525 California Common / Steam Beer 3.452381
## 2895.1 Tripel 4.165284
## 1657.1 Lambic - Gueuze 3.884615
## 1743 Mild Ale - English Dark 3.500000
## 2867 Strong Ale - English 4.033597
## 1364 Lager - Light 2.350575
## 197 Blonde Ale - American 3.441667
## 2 Altbier 3.846154
## 3025 Wheat Beer - Hefeweizen 4.166667
## 2027 Porter - Baltic 4.105000
## 750 Gruit / Ancient Herbed Ale 3.000000
## 1219 Lager - European Pale 3.237288
## 140.1 Bitter - English 3.869231
## 459 Brown Ale - Belgian Dark 3.658730
## 2655 Stout - Irish Dry 3.141509
## 1975 Pilsner - Imperial 3.928571
## 1887 Pale Ale - English 3.540741
## 1789 Old Ale 3.798611
## 1442 Lager - Munich Dunkel 4.156250
## 564 Cream Ale 3.991045
## 251 Bock - Doppelbock 3.922547
## 1600.1 Lambic - Fruit 4.153846
## 1142 Lager - European / Dortmunder Export 3.450000
## 718 Fruit and Field Beer 3.187773
## 327.1 Bock - Maibock 3.868750
## 87 Barleywine - English 3.936441
## 402.1 Bock - Weizenbock 4.000000
## 920.1 IPA - English 3.722222
## 2597 Stout - Foreign / Export 4.062500
## 2721 Stout - Russian Imperial 3.873874
## 1660 Lambic - Traditional 4.039295
## 3132 Wheat Beer - Witbier 3.648551
## 2753 Strong Ale - American 4.000000
## 2384 Scottish Ale 3.678571
## 2151 Pumpkin Beer 3.863014
## 1125.1 Lager - European / Dortmunder Export 3.148438
## 1924 Pilsner - German 3.952764
## 3168 Winter Warmer 3.725610
## 1303 Lager - India Pale Lager (IPL) 4.071429
## 2712.1 Stout - Russian Imperial 4.260388
## 3144 Wild Ale 4.164740
## 2515 Stout - American Imperial 3.956169
## 2683.1 Stout - Oatmeal 4.166667
## 2687.1 Stout - Oatmeal 3.745714
## 1012 Kölsch 4.083333
## 750.1 Gruit / Ancient Herbed Ale 3.000000
## 2401 Scottish Ale 3.875000
## 473.1 Brown Ale - Belgian Dark 3.833333
## 314 Bock - Maibock 3.581699
## 1300 Lager - Helles 3.401042
## 2199 Quadrupel (Quad) 4.035714
## 1261.1 Lager - European Strong 3.225000
## 1595 Lambic - Fruit 4.157303
## 1700.2 Low Alcohol Beer 3.500000
## 1766 Old Ale 4.175892
## 2724 Stout - Russian Imperial 4.324228
## 3182 Winter Warmer 3.928571
## 2445 Sour - Flanders Oud Bruin 4.083095
## 1546 Lager - Schwarzbier 4.071429
## 450 Brown Ale - Belgian Dark 3.971429
## 1277 Lager - Helles 3.625806
## 2323.1 Rye Beer 3.962567
## 1284.1 Lager - Helles 3.307692
## 1992 Porter - American 3.540000
## 917 IPA - English 3.525862
## 1673 Lambic - Traditional 3.928571
## 1871 Pale Ale - English 4.059659
## 3041 Wheat Beer - Hefeweizen 3.868421
## 769 Happoshu 2.875000
## 426 Brown Ale - American 3.793689
## 3147 Wild Ale 3.769406
## 2869.1 Strong Ale - English 4.125000
## 399 Bock - Weizenbock 3.256757
## 683 Farmhouse Ale - Saison 4.074586
## 410 Braggot 3.571429
## 1035 Lager - Adjunct 2.490937
## 619 Dubbel 3.750000
## 733 Fruit and Field Beer 3.013514
## 839.1 IPA - Belgian 4.080226
## 1389.1 Lager - Malt Liquor 2.393082
## 1813 Pale Ale - American 3.748596
## 1697 Low Alcohol Beer 2.709677
## 607 Dubbel 4.167722
## 2270 Red Ale - Irish 3.857143
## 1931 Pilsner - German 2.923077
## 1880 Pale Ale - English 3.890351
## 2758 Strong Ale - American 3.368217
## 2195.1 Quadrupel (Quad) 4.212766
## 12.1 Altbier 4.333333
## 211 Blonde Ale - American 4.195652
## 2626 Stout - Irish Dry 3.972222
## 1388 Lager - Malt Liquor 2.946078
## 1602.1 Lambic - Fruit 4.087838
## 1721.1 Mild Ale - English Dark 3.689024
## 2289 Red Ale - Irish 3.729167
## 2825 Strong Ale - Belgian Pale 4.096439
## 3174 Winter Warmer 3.889583
## 316 Bock - Maibock 3.768707
## 1997 Porter - American 4.244898
## 548 Chile Beer 4.000000
## 2865 Strong Ale - English 3.544922
## 1913 Pilsner - Bohemian / Czech 3.583333
## 1464 Lager - Märzen / Oktoberfest 4.250000
## 1145 Lager - European / Dortmunder Export 2.937500
## 1931.1 Pilsner - German 2.923077
## 1650 Lambic - Gueuze 3.747126
## 1733 Mild Ale - English Dark 3.750000
## 1042 Lager - Adjunct 2.750000
## 1223 Lager - European Pale 3.043478
## 591.1 Dubbel 4.057812
## 895 IPA - English 3.833333
## 1058.2 Lager - Adjunct 2.980769
## 2407 Smoked Beer 4.166667
## 2230 Red Ale - American Amber / Red 4.026515
## 2622 Stout - Irish Dry 4.121140
## 1801.2 Pale Ale - American 4.000000
## 3030 Wheat Beer - Hefeweizen 3.250000
## 1845 Pale Ale - Belgian 3.627778
## 1177 Lager - European Dark 3.818182
## 324 Bock - Maibock 3.647059
## 351 Bock - Traditional 4.256944
## 666 Farmhouse Ale - Sahti 3.000000
## 2861.1 Strong Ale - English 3.886364
## 867 IPA - Black / Cascadian Dark Ale 4.002294
## 911 IPA - English 3.500000
## 3089.1 Wheat Beer - Wheatwine 4.014423
## 1273.1 Lager - Helles 3.304813
## 1042.1 Lager - Adjunct 2.750000
## 310 Bock - Maibock 3.528369
## 1125.2 Lager - European / Dortmunder Export 3.148438
## 2543 Stout - American 4.200000
## 2840 Strong Ale - Belgian Pale 4.261905
## 2136 Porter - Smoked 3.964286
## 1325 Lager - Japanese Rice 3.666667
## 3052.3 Wheat Beer - Hefeweizen 3.830317
## 236 Blonde Ale - Belgian 3.710526
## 2129 Porter - Smoked 3.968750
## 3012 Wheat Beer - Dunkelweizen 3.458333
## 2666 Stout - Oatmeal 3.926916
## 840.1 IPA - Belgian 4.088626
## 273 Bock - Doppelbock 3.760417
## 2862.1 Strong Ale - English 3.878082
## 3164.1 Winter Warmer 3.492659
## 602 Dubbel 3.996073
## 3159.1 Winter Warmer 3.934971
## 1686 Low Alcohol Beer 3.037037
## 1967 Pilsner - Imperial 3.803571
## 1409 Lager - Malt Liquor 2.431818
## 2815 Strong Ale - Belgian Dark 4.136986
## 2523 Stout - American Imperial 4.147059
## 2897 Tripel 4.163295
## 1055.1 Lager - Adjunct 3.507812
## 1378.1 Lager - Light 3.000000
## 1607.3 Lambic - Fruit 4.644231
## 2470 Sour - Flanders Red Ale 3.945652
## 320 Bock - Maibock 3.834862
## 1951.1 Pilsner - German 3.815972
## 2213.1 Red Ale - American Amber / Red 4.279245
## 2852 Strong Ale - Belgian Pale 4.218531
## 1716 Mild Ale - English Dark 3.920415
## 1092 Lager - American Amber / Red 3.589286
## 783 Herb and Spice Beer 3.490385
## 274 Bock - Doppelbock 3.803419
## 2405.1 Smoked Beer 3.975962
## 460 Brown Ale - Belgian Dark 3.666667
## 528.1 California Common / Steam Beer 3.666667
## 106 Bitter - English Extra Special / Strong Bitter (ESB) 3.746587
## 2778.1 Strong Ale - Belgian Dark 4.125000
## 2928 Tripel 4.392857
## 86 Barleywine - English 3.845026
## 156 Bitter - English 3.862069
## 2615 Stout - Foreign / Export 4.250000
## 2737 Stout - Sweet / Milk 3.937500
## 2304.1 Rye Beer - Roggenbier 4.666667
## 2388 Scottish Ale 3.878261
## 2923 Tripel 4.135747
## 2410 Smoked Beer 3.801205
## 1192 Lager - European Pale 3.014252
## 2594.1 Stout - Foreign / Export 4.000000
## 641.2 Farmhouse Ale - Bière de Garde 4.026882
## 341 Bock - Traditional 3.767751
## 2866 Strong Ale - English 3.809302
## 907 IPA - English 3.605978
## 650.1 Farmhouse Ale - Bière de Garde 3.666667
## 1687.2 Low Alcohol Beer 2.067568
## 1408 Lager - Malt Liquor 2.221154
## 425 Brown Ale - American 3.803050
## 310.1 Bock - Maibock 3.528369
## 2434 Sour - Berliner Weisse 3.951970
## 2689.1 Stout - Oatmeal 3.984375
## 3141.1 Wild Ale 4.053299
## 222 Blonde Ale - Belgian 4.071856
## 2297 Red Ale - Irish 3.884615
## 12.2 Altbier 4.333333
## 3187 Winter Warmer 4.017391
## 2518 Stout - American Imperial 4.000000
## 2355 Scotch Ale / Wee Heavy 3.936508
## 2571 Stout - English 4.333333
## 1274 Lager - Helles 3.790102
## 286.1 Bock - Doppelbock 4.041667
## 2689.2 Stout - Oatmeal 3.984375
## 368 Bock - Traditional 3.404762
## 1027 Lager - Adjunct 2.934075
## 2269 Red Ale - Irish 3.830357
## 398 Bock - Weizenbock 3.761905
## 131 Bitter - English Extra Special / Strong Bitter (ESB) 3.939024
## 925.1 IPA - Imperial 4.192097
## 1042.2 Lager - Adjunct 2.750000
## 1453 Lager - Märzen / Oktoberfest 3.799525
## 1783.2 Old Ale 3.456364
## 221 Blonde Ale - Belgian 3.843643
## 2838.1 Strong Ale - Belgian Pale 3.954733
## 1555 Lager - Vienna 3.660000
## 730 Fruit and Field Beer 3.556962
## 1759 Mild Ale - English Pale 3.583333
## 300 Bock - Eisbock 4.000000
## 2203 Quadrupel (Quad) 4.111111
## 3136 Wild Ale 4.091232
## 2037.1 Porter - Baltic 3.966216
## 83 Barleywine - English 4.117647
## 2256 Red Ale - Imperial 4.227273
## 1555.1 Lager - Vienna 3.660000
## 1712 Low Alcohol Beer 3.500000
## 425.1 Brown Ale - American 3.803050
## 2804.3 Strong Ale - Belgian Dark 4.121181
## 1395 Lager - Malt Liquor 2.742424
## 1893 Pale Ale - English 3.858974
## 2689.3 Stout - Oatmeal 3.984375
## 1907.1 Pilsner - Bohemian / Czech 4.190840
## 2283 Red Ale - Irish 3.705882
## 755.2 Happoshu 3.166667
## 523.1 California Common / Steam Beer 3.750000
## 2532.2 Stout - American 3.947658
## 1008 Kölsch 3.875000
## 2403.1 Scottish Ale 3.700000
## 2225 Red Ale - American Amber / Red 3.514085
## 1985.1 Porter - American 4.047486
## 1207 Lager - European Pale 2.975000
## 701 Fruit and Field Beer 3.214765
## 780.2 Herb and Spice Beer 3.739437
## 1825 Pale Ale - Belgian 3.675532
## 640 Farmhouse Ale - Bière de Garde 3.750000
## 465 Brown Ale - Belgian Dark 3.792683
## 3155 Wild Ale 3.692308
## 2979 Wheat Beer - Dunkelweizen 4.211316
## 66 Barleywine - American 3.845238
## 1859 Pale Ale - English 3.573491
## 1305.1 Lager - India Pale Lager (IPL) 3.750000
## 3040.1 Wheat Beer - Hefeweizen 3.754717
## 1221 Lager - European Pale 3.278571
## 2441 Sour - Berliner Weisse 3.861111
## 2570 Stout - English 4.000000
## 3099 Wheat Beer - Witbier 3.461282
## 1608.1 Lambic - Fruit 3.682796
## 2143.2 Porter - Smoked 4.224138
## 1922 Pilsner - Bohemian / Czech 3.705882
## 1806.2 Pale Ale - American 4.115044
## 251.1 Bock - Doppelbock 3.922547
## 2922 Tripel 4.219072
## 1798 Pale Ale - American 4.215013
## 2302 Rye Beer - Roggenbier 3.925000
## 2105.1 Porter - Robust 2.500000
## 2773 Strong Ale - American 3.846154
## 2019.1 Porter - Baltic 3.906193
## 2398 Scottish Ale 4.000000
## 3103 Wheat Beer - Witbier 3.987055
## 64 Barleywine - American 3.756369
## 2086 Porter - Imperial 4.000000
## 369 Bock - Traditional 3.987805
## 1017 Lager - Adjunct 2.516476
## 777 Herb and Spice Beer 3.700977
## 1870 Pale Ale - English 3.214559
## 1937 Pilsner - German 3.897799
## 2114.1 Porter - Robust 4.000000
## 248 Blonde Ale - Belgian 3.352941
## 1969 Pilsner - Imperial 4.101064
## 2749 Strong Ale - American 3.992188
## 2132.1 Porter - Smoked 4.350000
## 2670 Stout - Oatmeal 4.297222
## 2261.1 Red Ale - Irish 3.827169
## 1763 Old Ale 3.947368
## 1982 Porter - American 4.061303
## 321 Bock - Maibock 3.604651
## 2646.1 Stout - Irish Dry 3.925234
## 1481.2 Lager - Märzen / Oktoberfest 3.711982
## 968 Kvass 3.466667
## 2288 Red Ale - Irish 3.611111
## 2144.1 Porter - Smoked 3.772727
## 1861 Pale Ale - English 3.900826
## 996 Kölsch 3.215000
## 1125.3 Lager - European / Dortmunder Export 3.148438
## 359.1 Bock - Traditional 3.647436
## 2511.1 Stout - American Imperial 4.247758
## 525.1 California Common / Steam Beer 3.452381
## 208 Blonde Ale - American 3.117021
## 157.1 Bitter - English 3.756410
## 573 Cream Ale 3.011029
## 1829 Pale Ale - Belgian 3.874088
## 2535 Stout - American 4.047170
## 1823 Pale Ale - Belgian 4.126407
## 3062 Wheat Beer - Kristallweizen 3.944030
## 1961 Pilsner - German 3.763158
## 268 Bock - Doppelbock 3.833333
## 676 Farmhouse Ale - Saison 3.808989
## 2080 Porter - English 4.014706
## 2081.1 Porter - English 4.053571
## 188.1 Blonde Ale - American 3.370000
## 498.1 Brown Ale - English 3.611111
## 2143.3 Porter - Smoked 4.224138
## 1875 Pale Ale - English 3.666667
## 978 Kvass 3.500000
## 2544 Stout - American 4.100000
## 1302 Lager - India Pale Lager (IPL) 4.136364
## 2828 Strong Ale - Belgian Pale 3.970917
## 1646 Lambic - Gueuze 4.030822
## 413 Braggot 4.000000
## 336 Bock - Maibock 3.690476
## 1677 Lambic - Traditional 3.600000
## 823 IPA - American 4.114961
## 2865.1 Strong Ale - English 3.544922
## 1727.1 Mild Ale - English Dark 3.619048
## 2420 Smoked Beer 3.821429
## 1975.1 Pilsner - Imperial 3.928571
## 851 IPA - Belgian 4.085366
## 746 Gruit / Ancient Herbed Ale 3.812500
## 794 Herb and Spice Beer 3.840909
## 3169 Winter Warmer 3.948087
## 3066.1 Wheat Beer - Kristallweizen 3.705882
## 2276 Red Ale - Irish 3.920561
## 43 Barleywine - American 4.075772
## 3130.1 Wheat Beer - Witbier 4.047771
## 712 Fruit and Field Beer 3.413669
## 1324 Lager - Japanese Rice 3.250000
## 1047 Lager - Adjunct 2.905882
## 264 Bock - Doppelbock 3.664384
## 591.2 Dubbel 4.057812
## 1273.2 Lager - Helles 3.304813
## 3155.1 Wild Ale 3.692308
## 2924.1 Tripel 4.023227
## 2345 Scotch Ale / Wee Heavy 3.974848
## 2998 Wheat Beer - Dunkelweizen 3.586420
## 2127 Porter - Smoked 4.000000
## 1943 Pilsner - German 3.958333
## 1672.1 Lambic - Traditional 4.000000
## 3080 Wheat Beer - Kristallweizen 4.500000
## 341.1 Bock - Traditional 3.767751
## 1607.4 Lambic - Fruit 4.644231
## 575 Cream Ale 3.541667
## 202.1 Blonde Ale - American 3.806818
## 2866.1 Strong Ale - English 3.809302
## 1527 Lager - Schwarzbier 3.615108
## 1988 Porter - American 3.990608
## 2552.1 Stout - American 3.716216
## 2356.2 Scotch Ale / Wee Heavy 3.951807
## 890 IPA - English 3.688799
## 2765.1 Strong Ale - American 3.740741
## 819.1 IPA - American 4.049020
## 2126 Porter - Smoked 4.200000
## 1905 Pilsner - Bohemian / Czech 3.948276
## 1246 Lager - European Strong 3.375000
## 1190.1 Lager - European Pale 3.304450
## 1704 Low Alcohol Beer 4.000000
## 3191.1 Winter Warmer 3.829268
## 1445.1 Lager - Munich Dunkel 3.325581
## 2263.1 Red Ale - Irish 3.865691
## 1269 Lager - Helles 4.016667
## 407 Braggot 3.628205
## 2342 Scotch Ale / Wee Heavy 3.806011
## 2041 Porter - Baltic 4.028986
## 1471.1 Lager - Märzen / Oktoberfest 3.658824
## 2138 Porter - Smoked 4.133333
## 2848.1 Strong Ale - Belgian Pale 4.026961
## 2998.1 Wheat Beer - Dunkelweizen 3.586420
## 2877 Strong Ale - English 3.744898
## 73 Barleywine - American 4.026087
## 726 Fruit and Field Beer 3.607843
## 613 Dubbel 4.000000
## 1899 Pilsner - Bohemian / Czech 3.785714
## 899.1 IPA - English 3.693182
## 1484 Lager - Märzen / Oktoberfest 3.826923
## 3051 Wheat Beer - Hefeweizen 3.701852
## 2837 Strong Ale - Belgian Pale 4.166038
## 5 Altbier 3.973958
## 470 Brown Ale - Belgian Dark 3.800000
## 1275 Lager - Helles 3.833333
## 295.1 Bock - Eisbock 3.954545
## 1759.1 Mild Ale - English Pale 3.583333
## 2960 Wheat Beer - American Pale 3.428826
## 1712.1 Low Alcohol Beer 3.500000
## 428 Brown Ale - American 4.000839
## 160 Bitter - English 3.710145
## 694 Farmhouse Ale - Saison 4.195652
## 2526 Stout - American 4.196341
## 2596 Stout - Foreign / Export 3.500000
## 733.1 Fruit and Field Beer 3.013514
## 2797 Strong Ale - Belgian Dark 3.950000
## 1501 Lager - Rauchbier 3.791667
## 2228 Red Ale - American Amber / Red 4.027523
## 712.1 Fruit and Field Beer 3.413669
## 1888 Pale Ale - English 3.513793
## 396.3 Bock - Weizenbock 3.642857
## 1425 Lager - Munich Dunkel 3.928571
## 1873 Pale Ale - English 3.658635
## 3109 Wheat Beer - Witbier 3.786976
## 1875.1 Pale Ale - English 3.666667
## 2004.1 Porter - American 4.008287
## 319.1 Bock - Maibock 3.911429
## 664 Farmhouse Ale - Sahti 3.500000
## 1834 Pale Ale - Belgian 4.017857
## 3011.1 Wheat Beer - Dunkelweizen 3.700000
## 1169 Lager - European Dark 3.190000
## 2606.2 Stout - Foreign / Export 4.000000
## 267 Bock - Doppelbock 3.752809
## 3160 Winter Warmer 4.093520
## 892 IPA - English 3.903308
## 1761.1 Mild Ale - English Pale 3.000000
## 3048.1 Wheat Beer - Hefeweizen 3.946429
## 1451.3 Lager - Munich Dunkel 3.904762
## 880 IPA - Black / Cascadian Dark Ale 3.735294
## 2401.1 Scottish Ale 3.875000
## 1964 Pilsner - Imperial 4.123209
## 2977.1 Wheat Beer - American Pale 3.458333
## 1609.1 Lambic - Fruit 4.293173
## 1371 Lager - Light 2.604938
## 2194.1 Quadrupel (Quad) 3.953947
## 1075 Lager - American Amber / Red 3.609195
## 2317 Rye Beer 4.295609
## 2262 Red Ale - Irish 3.851661
## 346.1 Bock - Traditional 4.000000
## 1277.1 Lager - Helles 3.625806
## 3044 Wheat Beer - Hefeweizen 3.888889
## 1490 Lager - Märzen / Oktoberfest 3.632812
## 2729 Stout - Sweet / Milk 3.917742
## 169 Bitter - English 3.866667
## 726.1 Fruit and Field Beer 3.607843
## 2382 Scottish Ale 3.908714
## 2454.1 Sour - Flanders Oud Bruin 3.944444
## 2321 Rye Beer 3.761667
## 1368 Lager - Light 2.379147
## 2871.1 Strong Ale - English 3.932584
## 2728.1 Stout - Sweet / Milk 4.053672
## 1662 Lambic - Traditional 4.068182
## 1421.1 Lager - Munich Dunkel 4.000000
## 142.1 Bitter - English 3.551724
## 2705 Stout - Russian Imperial 3.500000
## 1485 Lager - Märzen / Oktoberfest 4.060440
## 1734 Mild Ale - English Dark 3.500000
## 1052.1 Lager - Adjunct 3.026119
## 609.1 Dubbel 3.793750
## 3179.1 Winter Warmer 3.760000
## 2353 Scotch Ale / Wee Heavy 3.964912
## 3066.2 Wheat Beer - Kristallweizen 3.705882
## 2962 Wheat Beer - American Pale 3.554152
## 1771 Old Ale 4.118384
## 1845.1 Pale Ale - Belgian 3.627778
## 1943.1 Pilsner - German 3.958333
## review_taste review_palate review_overall
## 1161 3.085526 2.993421 3.118421
## 387 4.076923 3.923077 4.000000
## 1080 3.236111 3.143519 3.384259
## 567 2.992908 3.159574 3.170213
## 1036 3.434783 3.500000 3.434783
## 2594 3.884615 3.884615 4.076923
## 1412 1.438776 1.693878 1.612245
## 2021 4.309524 4.126190 4.202381
## 2390 4.046512 3.941860 3.848837
## 1700 3.000000 3.166667 2.958333
## 2511 4.128924 4.068386 4.093049
## 2462 4.166667 4.000000 4.083333
## 232 3.750000 3.666667 3.833333
## 2566 4.214286 4.142857 4.142857
## 270 3.553254 3.491124 3.624260
## 847 3.520833 3.614583 3.916667
## 2562 4.093750 4.031250 4.156250
## 504 3.562500 3.468750 3.843750
## 1919 3.472222 3.342593 3.657407
## 2114 4.350000 4.300000 4.400000
## 31 3.666667 3.833333 4.000000
## 886 3.807018 3.701754 3.921053
## 3127 3.579327 3.509615 3.829327
## 2804 4.124236 4.061100 4.085540
## 523 3.500000 3.750000 3.750000
## 1002 3.771186 3.889831 3.983051
## 3054 4.000000 3.500000 4.000000
## 1124 3.580000 3.440000 3.580000
## 1019 2.187500 2.300639 2.608120
## 2137 4.173913 4.021739 4.217391
## 3020 3.341142 3.439971 3.622255
## 641 4.037634 4.005376 4.139785
## 1505 4.071429 3.857143 4.107143
## 1719 3.500000 3.283784 3.648649
## 2224 3.431111 3.443333 3.564444
## 3137 4.458087 4.330579 4.394923
## 2809 3.783465 3.846457 3.728346
## 343 3.847222 3.819444 3.875000
## 2803 3.775362 3.751812 3.576087
## 1483 3.557018 3.535088 3.701754
## 1578 3.000000 3.111111 3.166667
## 2060 3.843750 3.687500 3.895833
## 331 4.113636 3.977273 4.221591
## 2165 3.977273 3.965909 3.886364
## 703 4.434019 4.227603 4.236683
## 1774 4.212454 3.996337 4.038462
## 1108 3.430769 3.507692 3.723077
## 402 3.500000 3.500000 3.833333
## 2747 4.467606 4.246479 4.066197
## 2387 3.462121 3.333333 3.575758
## 2387.1 3.462121 3.333333 3.575758
## 2673 3.826154 3.815385 3.824615
## 2115 4.272727 4.045455 4.272727
## 1143 4.222222 4.166667 4.333333
## 604 3.611111 3.634921 3.619048
## 2557 3.816327 3.673469 4.000000
## 1816 3.576377 3.574600 3.770870
## 579 2.838710 2.766129 3.072581
## 1881 3.543333 3.580000 3.563333
## 1783 3.570909 3.340000 3.274545
## 716 3.615957 3.594681 3.306383
## 2910 3.790816 3.918367 3.836735
## 755 3.500000 3.666667 3.833333
## 2344 4.243925 4.050467 4.140187
## 2343 4.256983 4.181564 4.094972
## 633 4.064327 4.040936 4.122807
## 280 2.926136 2.875000 3.153409
## 3043 3.716495 3.608247 3.835052
## 743 3.675000 3.350000 3.575000
## 507 3.451613 3.451613 3.572581
## 751 3.700000 3.500000 3.350000
## 1402 2.209677 2.548387 2.306452
## 855 3.672727 3.681818 3.727273
## 281 3.447368 3.388158 3.157895
## 2492 4.320416 4.350492 4.165414
## 1541 3.531915 3.574468 3.531915
## 946 4.148844 4.078998 4.019750
## 2304 4.666667 4.666667 4.666667
## 212 3.555970 3.611940 3.876866
## 1161.1 3.085526 2.993421 3.118421
## 333 3.765306 3.734694 3.785714
## 1414 1.928571 2.357143 1.821429
## 372 3.772727 3.659091 3.636364
## 2574 4.000000 3.000000 4.000000
## 2671 3.972222 4.180556 4.083333
## 2497 4.211664 4.138458 4.091150
## 1180 3.675000 3.700000 3.800000
## 2364 4.032967 3.807692 3.994505
## 3133 3.792969 3.695312 3.914062
## 1976 3.833333 4.166667 4.000000
## 1306 3.517857 3.464286 3.803571
## 1533 3.762821 3.602564 3.884615
## 1657 3.846154 3.769231 3.653846
## 2669 3.669767 3.601163 3.732558
## 2643 3.745763 3.754237 3.788136
## 2275 3.342105 3.377193 3.491228
## 1563 3.532258 3.491935 3.629032
## 724 3.179204 3.181416 3.280973
## 1038 2.792169 2.765060 3.192771
## 2171 4.078947 3.921053 4.026316
## 1722 3.232955 3.164773 3.465909
## 2497.1 4.211664 4.138458 4.091150
## 949 3.638528 3.807359 3.515873
## 1243 3.040000 3.420000 3.360000
## 3141 4.195431 4.005076 4.192893
## 532 3.500000 4.000000 3.500000
## 956 4.351331 4.183432 4.161612
## 3069 3.241935 3.274194 3.322581
## 843 3.555556 3.666667 3.666667
## 2192 3.729682 3.697880 3.643110
## 3045 4.143750 3.975000 4.262500
## 157 3.858974 3.653846 3.846154
## 1864 3.731796 3.625000 3.922330
## 3021 3.803571 3.744643 4.004464
## 1281 3.513158 3.478070 3.706140
## 2886 3.333333 3.222222 3.083333
## 1377 3.143836 3.095890 3.520548
## 9 3.989130 4.119565 4.184783
## 755.1 3.500000 3.666667 3.833333
## 2496 4.697017 4.579278 4.591052
## 976 3.600000 3.100000 3.500000
## 1076 3.318966 3.387931 3.612069
## 2577 2.954545 2.897727 3.147727
## 2300 3.808824 3.676471 3.911765
## 3018 4.058300 3.965587 4.194737
## 1900 3.398734 3.392405 3.586498
## 1359 2.427861 2.475124 2.893035
## 1812 3.947967 3.836585 4.186179
## 2891 3.742424 3.681818 3.848485
## 2273 3.153571 3.275000 3.339286
## 2940 3.142857 3.357143 3.142857
## 2459 4.150000 3.900000 4.075000
## 1515 3.500000 3.750000 3.500000
## 2631 3.898148 3.787037 3.953704
## 1745 3.240741 3.166667 3.407407
## 2250 3.795455 3.856061 3.712121
## 2720 3.850000 3.760000 3.910000
## 1777 3.769231 3.709135 3.788462
## 2184 4.206208 4.088692 4.069845
## 1800 4.328870 4.139778 4.330176
## 990 3.638350 3.703883 3.881068
## 1050 3.400602 3.265060 3.743976
## 722 4.125000 4.000000 4.125000
## 31.1 3.666667 3.833333 4.000000
## 2237 3.952790 3.869099 3.950644
## 858 4.000000 4.000000 3.750000
## 2971 3.987654 3.987654 4.033951
## 1382 2.780000 2.810000 3.230000
## 530 3.083333 3.250000 3.250000
## 2942 3.294118 3.294118 3.382353
## 1449 3.684211 3.552632 3.605263
## 1741 3.750000 3.750000 3.875000
## 394 3.935484 3.758065 3.822581
## 1761 3.000000 2.333333 3.000000
## 1342 3.583333 3.583333 3.666667
## 473 3.666667 3.388889 3.777778
## 1314 3.321429 3.276786 3.500000
## 985 3.539568 3.521583 3.857314
## 2885 3.952381 3.857143 3.833333
## 1301 2.800000 2.900000 2.940000
## 1625 3.535000 3.550000 3.585000
## 1193 2.924745 2.979592 3.191327
## 2723 4.172956 4.003145 4.116352
## 2572 3.076923 3.153846 3.076923
## 665 4.000000 4.000000 4.000000
## 3111 3.603571 3.610714 3.825000
## 1126 3.470588 3.447059 3.741176
## 2047 4.130827 4.045865 4.052632
## 1412.1 1.438776 1.693878 1.612245
## 2777 4.364190 4.244715 4.232543
## 999 3.842105 3.921053 4.122807
## 2959 3.508163 3.595918 3.761224
## 2195 4.063830 3.861702 3.936170
## 753 4.000000 4.000000 4.166667
## 2756 3.626147 3.605505 3.621560
## 2042 4.340909 4.204545 4.181818
## 2022 4.226003 4.117801 4.164921
## 2808 4.281155 4.170213 4.144377
## 3008 3.818182 3.636364 3.750000
## 1231 3.400000 3.260000 3.400000
## 2855 4.000000 4.125000 4.125000
## 2589 3.411058 3.406250 3.338942
## 925 4.325988 4.181763 4.145745
## 65 4.469697 4.333333 4.287879
## 1481 3.624424 3.631336 3.794931
## 2662 4.255128 4.154487 4.188462
## 1785 4.053571 3.964286 4.000000
## 1489 3.648148 3.740741 3.768519
## 47 4.235870 4.141304 4.083696
## 295 4.181818 4.204545 4.136364
## 261 3.657104 3.598361 3.580601
## 3191 3.951220 3.896341 3.841463
## 2108 3.883562 3.804795 4.071918
## 1560 3.511050 3.455801 3.588398
## 2131 3.833333 3.791667 3.781250
## 535 4.125000 4.125000 4.000000
## 2876 3.791667 3.694444 3.740741
## 1434 3.968750 3.953125 4.062500
## 2880 3.911765 3.735294 3.852941
## 2508 4.232970 4.169619 4.051090
## 252 3.979951 3.892799 3.888707
## 1494 4.277778 4.166667 4.222222
## 63 4.004673 3.929907 3.847352
## 2005 3.068075 3.132629 2.984742
## 2409 3.964286 3.818878 3.841837
## 152 3.650000 3.850000 3.800000
## 599 4.112813 4.022284 4.105850
## 1213 3.117284 3.253086 3.444444
## 360 3.746753 3.805195 3.824675
## 2646 3.686916 3.630841 3.705607
## 78 4.505208 4.292969 4.375000
## 89 4.500000 4.230000 4.450000
## 2694 4.220883 4.165304 4.032284
## 1737 3.272727 3.227273 3.590909
## 833 4.031250 4.093750 3.968750
## 594 3.767782 3.743375 3.826360
## 638 3.839286 3.857143 4.026786
## 1828 3.894879 3.792453 3.920485
## 2785 3.960294 3.880147 3.866912
## 1460 2.953947 3.025000 3.194737
## 2197 3.621514 3.663347 3.525896
## 807 4.134050 4.018638 4.146237
## 1883 3.655844 3.616883 3.831169
## 1367 3.583333 3.527778 3.777778
## 1451 3.738095 3.678571 3.833333
## 3128 2.034483 2.362069 2.379310
## 1607 4.628205 4.493590 4.628205
## 817 4.180267 4.014837 4.207715
## 389 3.815789 3.684211 3.684211
## 1471 3.547059 3.507843 3.694118
## 2361 4.119718 4.077465 4.161972
## 2492.1 4.320416 4.350492 4.165414
## 3052 3.932127 3.830317 4.047511
## 400 4.500000 4.000000 4.500000
## 1229 3.383838 3.368687 3.368687
## 2776 4.370582 4.242658 4.248631
## 2522 3.875000 4.375000 4.125000
## 557 1.318182 1.409091 1.136364
## 2685 3.875000 3.895833 4.020833
## 2367 3.688679 3.594340 3.584906
## 1699 2.285714 2.071429 1.857143
## 1468 3.553427 3.527218 3.639113
## 946.1 4.148844 4.078998 4.019750
## 2416 3.900000 3.800000 3.800000
## 704 3.101669 3.106980 3.266313
## 675 3.772085 3.734982 3.736749
## 2572.1 3.076923 3.153846 3.076923
## 1284 3.403846 3.576923 3.653846
## 1806 4.345133 4.181416 4.433628
## 412 4.076923 3.961538 3.576923
## 2104 4.197635 4.064752 4.108671
## 3052.1 3.932127 3.830317 4.047511
## 262 4.127358 4.051887 4.144654
## 2719 4.114035 3.885965 4.070175
## 498 3.679012 3.524691 3.790123
## 2871 3.983146 3.848315 3.882022
## 1222 2.760000 2.840000 2.986667
## 1331 3.826087 3.826087 4.101449
## 304 4.023053 3.912936 4.044987
## 1991 3.846690 3.632404 3.868467
## 119 3.486486 3.547297 3.540541
## 810 4.308940 4.160386 4.360210
## 2563 3.702381 3.630952 3.857143
## 1939 3.910145 3.902899 4.085507
## 2454 3.777778 3.666667 4.000000
## 1574 3.833333 3.833333 3.666667
## 2609 4.333333 4.388889 4.444444
## 817.1 4.180267 4.014837 4.207715
## 2361.1 4.119718 4.077465 4.161972
## 2425 3.928571 3.714286 3.785714
## 819 4.303922 4.058824 4.259804
## 1736 3.704545 3.454545 3.477273
## 3190 4.004167 4.108333 3.920833
## 2573 3.842857 3.614286 3.900000
## 2372 3.777180 3.774194 3.906810
## 1681 4.000000 4.000000 4.000000
## 669 4.148054 4.032149 4.194585
## 1060 2.500000 2.750000 2.625000
## 2255 3.300000 3.200000 3.400000
## 1220 2.705556 2.888889 2.955556
## 1455 3.518744 3.554827 3.693533
## 630 3.817241 3.868966 3.867241
## 538 3.297297 2.918919 3.135135
## 317 4.018868 4.047170 4.084906
## 89.1 4.500000 4.230000 4.450000
## 2649 3.862069 3.741379 3.887931
## 259 4.299220 4.260234 4.230019
## 2193 3.970472 3.834646 3.704724
## 2522.1 3.875000 4.375000 4.125000
## 358 3.074074 3.296296 3.064815
## 3037 3.847273 3.809091 4.058182
## 1700.1 3.000000 3.166667 2.958333
## 1005 3.760417 3.750000 3.968750
## 2501 4.183483 4.125777 3.774015
## 974 3.071429 2.642857 3.285714
## 2678 4.193548 4.064516 4.161290
## 326 4.020000 4.010000 4.090000
## 2079 4.000000 3.875000 3.875000
## 147 3.541667 3.541667 3.715278
## 801 2.500000 3.500000 3.000000
## 185 4.333333 4.166667 4.333333
## 1404 3.416667 3.750000 3.625000
## 3125 3.495098 3.426471 3.583333
## 1902 3.441176 3.432773 3.655462
## 920 3.944444 3.833333 4.000000
## 1770 4.416667 4.059524 4.195238
## 438 3.828431 3.779412 3.904412
## 2698 4.217949 4.171598 4.113412
## 994 3.732759 3.745690 4.051724
## 334 3.666667 3.583333 3.416667
## 1475 3.804147 3.767281 3.910138
## 2639 3.760000 3.720000 3.750000
## 2701 4.500000 4.443182 4.482955
## 900 4.016026 3.956731 4.028846
## 3117 3.831933 3.832983 3.971639
## 1117 3.076923 3.067308 3.269231
## 138 3.976987 3.898536 4.150105
## 2328 4.142857 4.160714 4.178571
## 2880.1 3.911765 3.735294 3.852941
## 356 3.421053 3.500000 3.368421
## 1125 2.781250 2.917969 2.894531
## 108 3.741803 3.683060 3.754098
## 2966 3.450704 3.528169 3.577465
## 479 3.832051 3.624359 3.961538
## 1372 3.068627 3.049020 3.343137
## 2739 3.571685 3.379928 3.663082
## 1000 4.241758 4.126374 4.516484
## 2668 4.297468 4.243038 4.136709
## 702 3.903974 3.788079 3.874172
## 265 4.120370 4.021164 4.039683
## 185.1 4.333333 4.166667 4.333333
## 1628 3.350000 3.178571 3.028571
## 1623 3.875000 4.250000 3.750000
## 1721 3.652439 3.451220 3.762195
## 2461 3.728571 3.628571 3.742857
## 979 3.250000 3.250000 3.000000
## 603 3.745283 3.745283 3.750943
## 1809 3.912011 3.851955 3.984637
## 738 3.555016 3.478964 3.605178
## 887 4.361111 4.194444 4.361111
## 360.1 3.746753 3.805195 3.824675
## 2562.1 4.093750 4.031250 4.156250
## 904 3.664474 3.633772 3.752193
## 1630 2.781250 3.031250 2.875000
## 2794 4.272727 4.181818 4.272727
## 2060.1 3.843750 3.687500 3.895833
## 2924 3.894866 3.788509 3.855746
## 3088 4.200000 4.040000 3.840000
## 2404 3.852941 3.720588 3.882353
## 439 3.958333 4.000000 3.916667
## 209 3.400000 3.466667 3.500000
## 735 3.778774 3.622571 3.787743
## 1463 3.670034 3.680135 3.772727
## 381 3.857143 3.828571 3.804762
## 1051 2.750000 2.791667 3.026786
## 1585 3.416667 3.395833 3.277778
## 2863 3.841463 3.810976 3.810976
## 3184 4.208333 4.083333 4.125000
## 2226 3.765152 3.810606 3.840909
## 2022.1 4.226003 4.117801 4.164921
## 1551 3.800000 3.600000 3.800000
## 16 3.642857 3.642857 3.642857
## 1744 3.818182 3.780303 3.946970
## 2323 3.836898 3.818182 3.895722
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## 3075 3.375000 3.000000 3.500000
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## 2101 3.687500 3.696429 3.598214
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## 103 3.682540 3.738095 3.801587
## 2247 3.986364 3.968182 3.818182
## 1482 3.620192 3.581731 3.812500
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## 697 4.000000 3.968750 3.984375
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## 861 3.875000 3.750000 3.875000
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## 2822 4.192810 4.111111 4.139216
## 1537 3.784722 3.694444 3.805556
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## 1452 3.447368 3.421053 3.578947
## 2905 3.963415 3.918699 3.951220
## 1691 2.620690 2.586207 3.034483
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## 1675 4.250000 4.000000 4.125000
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## 1531 3.673780 3.670732 3.789634
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## 678 3.841004 3.811715 3.748954
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## 2944 4.000000 3.750000 3.500000
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## 2782 3.824273 3.731353 3.735777
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## 2702 4.218354 4.219937 4.047468
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## 696 4.500000 4.000000 4.000000
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## 2044 3.500000 3.325000 3.556250
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## 1866 3.464459 3.509693 3.666397
## 200 3.415929 3.473451 3.632743
## 2500 4.375000 4.500000 4.375000
## 1958.1 2.788991 2.807339 3.013761
## 558 3.750000 3.437500 3.062500
## 1773 4.666667 4.475000 4.550000
## 1945 3.538462 3.611538 3.873077
## 1382.2 2.780000 2.810000 3.230000
## 1128 3.917614 3.974432 3.826705
## 1576 3.333333 3.583333 3.500000
## 2198 4.326389 4.118056 4.229167
## 51 3.880000 3.843333 3.813333
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## 12 4.000000 3.833333 4.000000
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## 1352 2.500000 2.666667 2.333333
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## 1422 3.650327 3.640523 3.823529
## 1262 2.625000 2.750000 2.583333
## 2245 4.136879 3.998582 4.065957
## 1346 2.337691 2.319172 2.704793
## 365 3.838710 3.709677 3.806452
## 2905.1 3.963415 3.918699 3.951220
## 496 3.554688 3.488281 3.628906
## 476 4.097403 3.995034 4.152788
## 833.1 4.031250 4.093750 3.968750
## 2624 3.525485 3.384709 3.598301
## 672 4.106183 4.108871 4.161290
## 2659 4.501199 4.387890 4.354516
## 431 4.184480 4.099561 4.285505
## 670 4.182067 4.128818 4.230619
## 1817 3.512727 3.558182 3.723636
## 3101 3.892879 3.800365 4.080037
## 2994 3.370130 3.344156 3.545455
## 1682 3.750000 3.500000 3.250000
## 1476 3.674180 3.678279 3.696721
## 1930 3.824578 3.807692 4.062852
## 303 4.000000 4.000000 3.500000
## 981 3.166667 3.666667 3.500000
## 363 2.916667 3.000000 3.083333
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## 512 3.656522 3.530435 3.691304
## 987 3.621479 3.697183 3.938380
## 2687 3.731429 3.680000 3.902857
## 2532 3.969697 3.779614 4.009642
## 2918 4.000000 3.918129 3.880117
## 126 3.989051 3.948905 4.047445
## 1948 3.767442 3.765116 3.904651
## 2763 4.363636 4.000000 4.181818
## 1345.1 2.208872 2.260166 2.758318
## 1154 2.948661 2.962054 3.026786
## 833.2 4.031250 4.093750 3.968750
## 1783.1 3.570909 3.340000 3.274545
## 2978 3.250000 3.250000 4.000000
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## 3089 4.139423 4.014423 3.995192
## 2862 4.016438 3.943836 3.982192
## 928 3.919484 3.893410 3.549857
## 856 4.056604 4.018868 3.924528
## 1208 3.268750 3.275000 3.450000
## 1536 3.947761 3.768657 3.955224
## 891 4.090472 3.978826 4.095765
## 2968.1 3.580952 3.585714 3.728571
## 1745.1 3.240741 3.166667 3.407407
## 3130 4.070064 4.000000 4.031847
## 1514 3.500000 3.458333 3.541667
## 685 3.875000 4.125000 3.875000
## 276 4.065217 4.086957 3.869565
## 317.1 4.018868 4.047170 4.084906
## 866 3.985185 3.945926 3.877037
## 2768 3.724299 3.733645 3.621495
## 180 4.088235 4.047059 4.088235
## 2976.1 3.714286 3.714286 3.928571
## 1421 2.500000 3.000000 2.500000
## 2720.1 3.850000 3.760000 3.910000
## 1073 2.982517 2.986014 3.248252
## 286 3.875000 3.833333 3.833333
## 1384 2.730769 2.756993 2.998252
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## 1661 3.936214 3.658436 3.886831
## 2549 4.361111 4.250000 4.361111
## 240 3.750000 3.500000 3.750000
## 899 3.693182 3.738636 3.727273
## 2241 4.000000 4.000000 4.062500
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## 1672 4.375000 3.875000 4.000000
## 1327 2.333333 2.243590 2.564103
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## 294 4.000000 4.000000 4.000000
## 191 3.350129 3.326873 3.489664
## 2745 3.977024 3.903720 3.908096
## 1494.1 4.277778 4.166667 4.222222
## 857.1 3.876190 3.833333 3.842857
## 2156 3.862245 3.744898 3.869898
## 2977 4.000000 3.458333 4.000000
## 3015 3.625000 3.750000 3.750000
## 1810 3.635317 3.581574 3.765835
## 1474.1 3.248485 3.324242 3.551515
## 1851 3.586667 3.613333 3.626667
## 3100 4.128521 3.992958 4.231954
## 1204 3.514793 3.502959 3.727811
## 2428 3.777778 3.888889 3.944444
## 2300.1 3.808824 3.676471 3.911765
## 977 3.333333 2.916667 3.250000
## 1084 2.550955 2.713376 2.541401
## 1272 3.616923 3.587692 3.875385
## 1427 3.557292 3.453125 3.671875
## 903 3.850649 3.792208 3.936688
## 1451.2 3.738095 3.678571 3.833333
## 1678 4.000000 4.000000 4.000000
## 2194 4.090461 4.046053 3.828947
## 299 4.000000 4.000000 2.750000
## 2804.2 4.124236 4.061100 4.085540
## 202 3.806818 3.886364 4.147727
## 1304 3.980769 3.923077 4.038462
## 301 4.375000 4.000000 4.000000
## 2799 4.125000 3.992325 3.989035
## 2686 4.294872 4.115385 4.269231
## 2751.1 4.227080 4.150212 3.967560
## 1186 3.267507 3.275210 3.502801
## 1966.1 4.050420 3.932773 3.823529
## 1190 3.152225 3.210773 3.359485
## 1563.1 3.532258 3.491935 3.629032
## 2861 3.789773 3.751894 3.820076
## 2882 3.875000 3.723214 3.946429
## 1560.1 3.511050 3.455801 3.588398
## 2461.1 3.728571 3.628571 3.742857
## 2143.1 4.396552 4.396552 4.137931
## 2917.1 4.041850 3.925110 3.971366
## 1431 3.855263 3.644737 3.907895
## 2989 3.735669 3.671975 3.843949
## 1052 2.865672 2.925373 3.130597
## 2246 4.133421 4.029723 4.035007
## 1948.1 3.767442 3.765116 3.904651
## 689 3.998457 3.967593 4.020062
## 1526.1 3.526455 3.465608 3.685185
## 1262.1 2.625000 2.750000 2.583333
## 2135 3.600000 3.620000 3.820000
## 2830 3.994536 3.934426 4.021858
## 1162 3.220930 3.209302 3.267442
## 1228 2.684593 2.915698 2.763081
## 1530 3.593750 3.500000 3.656250
## 1004 3.671687 3.662651 3.740964
## 1687.1 1.837838 1.743243 1.945946
## 772 3.000000 3.000000 4.000000
## 1519 3.451501 3.351039 3.632794
## 1500 3.857143 3.857143 4.000000
## 3001 3.358974 3.474359 3.564103
## 36.1 3.333333 3.515152 3.287879
## 973 2.500000 3.250000 2.750000
## 1940 3.823144 3.801310 4.093886
## 282 3.500000 3.500000 3.500000
## 1202 2.528646 2.697917 2.872396
## 2762.1 4.267442 3.383721 3.848837
## 2326 3.725806 3.750000 3.766129
## 708 3.805104 3.658933 3.629930
## 405 3.882353 3.882353 3.705882
## 1374 2.134615 2.153846 2.480769
## 1058.1 3.080128 3.048077 3.519231
## 2506.1 4.510499 4.400262 4.209974
## 857.2 3.876190 3.833333 3.842857
## 2955 3.267619 3.423810 3.604762
## 2798 3.986441 3.883051 3.828814
## 1637 4.215054 4.091398 4.204301
## 1257 3.015152 3.212121 2.969697
## 28 3.916667 3.983333 3.866667
## 22 4.000000 4.044118 4.000000
## 2062 3.777439 3.637195 3.911585
## 1919.1 3.472222 3.342593 3.657407
## 125 3.833333 3.771739 3.750000
## 641.1 4.037634 4.005376 4.139785
## 1308 2.671801 2.758294 2.985782
## 780 3.707355 3.726135 3.783255
## 3066 3.426471 3.470588 3.676471
## 3091 3.977273 3.909091 3.863636
## 536 3.796998 3.740916 3.695103
## 2396.1 3.230769 3.461538 3.307692
## 1774.1 4.212454 3.996337 4.038462
## 2132 4.100000 4.050000 4.050000
## 799.1 3.750000 3.671053 3.651316
## 3068 3.525000 3.550000 3.725000
## 565 3.672727 3.763636 3.809091
## 3135 4.566002 4.377018 4.431624
## 1806.1 4.345133 4.181416 4.433628
## 2735 3.886218 3.834936 3.891026
## 52 3.927586 3.881034 3.817241
## 1635 4.387952 4.249398 4.257831
## 2808.1 4.281155 4.170213 4.144377
## 2884 3.370968 3.338710 3.354839
## 1099 2.973684 3.000000 3.263158
## 2913 3.418239 3.432390 3.344340
## 2530.1 4.222727 3.997727 4.173864
## 1200 3.583120 3.648338 3.818414
## 2673.1 3.826154 3.815385 3.824615
## 142 3.500000 3.379310 3.586207
## 2451 3.958333 3.770833 4.020833
## 329 3.479167 3.562500 3.354167
## 1399.1 2.621622 2.581081 2.824324
## 327 3.818750 3.862500 3.887500
## 1593 4.453069 4.317690 4.346570
## 20 3.937500 3.737500 4.075000
## 1272.1 3.616923 3.587692 3.875385
## 961 4.463636 4.263636 4.431818
## 3093 3.650000 3.700000 3.650000
## 1141.1 3.357143 3.464286 3.500000
## 964 2.676923 2.723077 2.661538
## 2532.1 3.969697 3.779614 4.009642
## 3186 3.845070 3.799296 3.901408
## 1857 3.451373 3.508581 3.599542
## 2961 3.058642 3.135802 3.342593
## 839 4.051412 3.964972 3.970621
## 2931 3.500000 3.166667 3.333333
## 2264 3.530702 3.448830 3.719298
## 2592 3.959302 3.773256 3.837209
## 416 3.250000 3.750000 3.000000
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## 188 3.440000 3.450000 3.550000
## 2625 4.166667 4.000000 4.166667
## 962 4.489510 4.349650 4.433566
## 1445 3.151163 3.081395 3.290698
## 1168.1 3.861111 3.680556 3.875000
## 1126.1 3.470588 3.447059 3.741176
## 1702 2.500000 2.800000 2.400000
## 2312 3.000000 3.000000 3.000000
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## 1181 3.500000 2.750000 4.250000
## 2728 3.955206 3.834544 3.985069
## 2798.1 3.986441 3.883051 3.828814
## 1897 3.389535 3.432171 3.556202
## 1695.1 2.789474 2.921053 2.736842
## 424 4.149046 3.963037 4.054054
## 396 3.785714 3.607143 3.750000
## 1946 3.391608 3.363636 3.625874
## 1147 3.625000 3.750000 3.750000
## 717 3.861111 3.805556 4.027778
## 1536.1 3.947761 3.768657 3.955224
## 254 4.062907 3.962581 3.651302
## 2330 3.583333 3.562500 3.812500
## 622 3.728261 3.836957 3.760870
## 371 3.340909 3.431818 3.386364
## 2053 3.860313 3.668407 3.891645
## 34 4.266667 4.266667 4.166667
## 1530.1 3.593750 3.500000 3.656250
## 2638 3.642857 3.571429 3.732143
## 1732 4.000000 3.625000 4.250000
## 212.1 3.555970 3.611940 3.876866
## 346 4.065104 3.924479 4.091146
## 28.1 3.916667 3.983333 3.866667
## 1807 4.039931 3.949653 4.296875
## 1023 2.733753 2.814465 3.088050
## 1968 3.514493 3.630435 3.536232
## 793 3.598214 3.607143 3.633929
## 2403 3.650000 3.900000 4.000000
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## 2813 3.856667 3.813333 3.846667
## 3151 4.175258 4.082474 4.103093
## 2105 3.500000 3.500000 3.500000
## 326.1 4.020000 4.010000 4.090000
## 2638.1 3.642857 3.571429 3.732143
## 2772 3.500000 3.666667 3.500000
## 2792 4.137333 4.042667 4.069333
## 1985 3.980846 3.847167 4.048683
## 423.1 4.220951 4.116195 3.928958
## 2369 4.202381 4.190476 4.166667
## 1885 3.615909 3.577273 3.747727
## 2606.1 3.750000 3.750000 3.678571
## 2067.1 3.877143 3.731429 3.951429
## 1502 3.210938 3.335938 3.453125
## 1010 3.729730 3.770270 4.027027
## 1581 3.875000 3.875000 3.750000
## 813 3.625000 3.750000 3.500000
## 2802 4.290123 4.148148 4.140947
## 1479 3.555556 3.453704 3.500000
## 363.1 2.916667 3.000000 3.083333
## 1282 3.895833 3.916667 4.125000
## 2944.1 4.000000 3.750000 3.500000
## 3069.1 3.241935 3.274194 3.322581
## 357 3.428571 3.333333 3.559524
## 1818 3.425497 3.422185 3.586921
## 1430 3.795276 3.625984 3.956693
## 440 3.723549 3.638225 3.762799
## 3125.2 3.495098 3.426471 3.583333
## 2929 3.556818 3.545455 3.579545
## 673 4.022222 4.055556 4.133333
## 2142 4.225000 4.100000 4.075000
## 771 3.100000 3.000000 3.600000
## 929 4.197512 4.052100 4.107698
## 800 3.554545 3.627273 3.527273
## 30.1 3.522727 3.795455 3.636364
## 396.1 3.785714 3.607143 3.750000
## 1790 4.264706 4.323529 4.117647
## 2104.1 4.197635 4.064752 4.108671
## 2987 3.787879 3.606061 3.909091
## 3046 3.578035 3.468208 3.710983
## 2826 3.743103 3.738793 3.695690
## 2393 3.761905 3.630952 3.827381
## 1702.1 2.500000 2.800000 2.400000
## 528 3.625000 3.916667 3.750000
## 943.1 4.352050 4.208556 4.350267
## 3048 3.660714 3.732143 3.714286
## 2838 3.880658 3.825103 3.804527
## 354 4.027778 3.944444 4.074074
## 296 3.625000 3.729167 3.645833
## 706.1 4.172457 4.009926 4.093052
## 290 4.267591 4.115672 3.919510
## 1519.1 3.451501 3.351039 3.632794
## 1378 3.035211 3.063380 3.401408
## 1644 3.987842 4.007599 4.042553
## 947 4.141566 4.048193 4.134036
## 1314.1 3.321429 3.276786 3.500000
## 2648 4.000000 4.000000 4.000000
## 469 4.000000 3.900000 4.000000
## 2034 3.760870 3.855072 3.695652
## 1907 4.412214 4.343511 4.534351
## 2128 3.781250 3.765625 3.828125
## 382 4.035714 3.946429 4.023810
## 2219 3.910788 3.850622 3.979253
## 2847 3.652778 3.680556 3.663194
## 1098 2.540675 2.672619 2.816468
## 434.1 3.330745 3.231366 3.431677
## 1607.2 4.628205 4.493590 4.628205
## 686 4.148148 3.981481 4.104938
## 1609 4.184739 4.104418 4.122490
## 126.1 3.989051 3.948905 4.047445
## 1465 3.267081 3.279503 3.456522
## 1981 4.000000 4.500000 4.500000
## 2945 3.166667 3.500000 3.833333
## 2482 3.800000 3.700000 3.500000
## 546 4.333333 4.000000 4.333333
## 682 3.910584 3.848540 3.996350
## 1137 3.794118 3.617647 3.852941
## 1310 2.893333 2.900000 3.226667
## 2785.1 3.960294 3.880147 3.866912
## 2635 3.548077 3.437500 3.668269
## 396.2 3.785714 3.607143 3.750000
## 1055 3.757812 3.656250 3.960938
## 780.1 3.707355 3.726135 3.783255
## 3057 3.854037 3.819876 4.021739
## 525 3.380952 3.523810 3.619048
## 2895.1 4.104426 4.058783 4.052559
## 1657.1 3.846154 3.769231 3.653846
## 1743 3.833333 3.777778 3.888889
## 2867 3.883399 3.766798 3.865613
## 1364 2.224138 2.281609 2.660920
## 197 3.404167 3.458333 3.575000
## 2 4.024948 3.904366 4.034304
## 3025 4.000000 4.166667 4.000000
## 2027 4.110000 4.042500 4.062500
## 750 3.500000 3.500000 3.500000
## 1219 2.949153 2.898305 3.177966
## 140.1 3.688462 3.526923 3.719231
## 459 3.555556 3.500000 3.650794
## 2655 3.283019 3.028302 3.349057
## 1975 4.000000 3.928571 3.857143
## 1887 3.229630 3.288889 3.377778
## 1789 3.972222 3.881944 3.972222
## 1442 4.250000 4.218750 4.218750
## 564 3.259701 3.561194 3.528358
## 251 3.971614 3.871452 3.894566
## 1600.1 4.115385 4.115385 4.000000
## 1142 3.450000 3.150000 3.500000
## 718 3.301310 3.266376 3.447598
## 327.1 3.818750 3.862500 3.887500
## 87 4.343220 4.169492 4.152542
## 402.1 3.500000 3.500000 3.833333
## 920.1 3.944444 3.833333 4.000000
## 2597 4.187500 4.000000 4.187500
## 2721 3.744745 3.678679 3.780781
## 1660 4.226287 4.123306 4.093496
## 3132 3.606884 3.652174 3.742754
## 2753 4.333333 4.416667 4.333333
## 2384 3.654762 3.607143 3.773810
## 2151 3.711644 3.727397 3.743151
## 1125.1 2.781250 2.917969 2.894531
## 1924 4.124799 4.011809 4.242083
## 3168 3.519309 3.534553 3.540650
## 1303 4.321429 4.107143 4.357143
## 2712.1 4.149584 4.096953 4.109418
## 3144 4.526012 4.361272 4.453757
## 2515 4.159091 3.951299 4.016234
## 2683.1 4.500000 4.000000 4.333333
## 2687.1 3.731429 3.680000 3.902857
## 1012 4.250000 4.166667 4.250000
## 750.1 3.500000 3.500000 3.500000
## 2401 3.125000 3.125000 3.375000
## 473.1 3.666667 3.388889 3.777778
## 314 3.349673 3.467320 3.405229
## 1300 3.578125 3.567708 3.781250
## 2199 4.071429 4.005102 3.954082
## 1261.1 2.625000 2.900000 2.750000
## 1595 4.253745 4.084270 3.996255
## 1700.2 3.000000 3.166667 2.958333
## 1766 4.289668 4.160517 4.048585
## 2724 4.149644 4.080760 4.070071
## 3182 4.071429 3.821429 4.142857
## 2445 4.153295 4.091691 4.111748
## 1546 4.005495 3.901099 4.071429
## 450 3.880000 3.777143 3.828571
## 1277 3.764516 3.770968 3.967742
## 2323.1 3.836898 3.818182 3.895722
## 1284.1 3.403846 3.576923 3.653846
## 1992 2.946667 3.020000 2.954667
## 917 3.241379 3.250000 3.431034
## 1673 3.857143 3.892857 3.892857
## 1871 3.379261 3.532670 3.757102
## 3041 3.890351 3.789474 3.947368
## 769 2.000000 2.375000 2.375000
## 426 3.952670 3.823422 4.003034
## 3147 3.942922 3.757991 3.785388
## 2869.1 3.708333 3.833333 3.750000
## 399 3.459459 3.472973 3.432432
## 683 4.254144 4.145028 4.147790
## 410 3.607143 3.714286 3.821429
## 1035 2.339879 2.409366 2.551360
## 619 4.000000 4.000000 3.750000
## 733 2.939940 2.953453 2.980480
## 839.1 4.051412 3.964972 3.970621
## 1389.1 2.216981 2.342767 2.487421
## 1813 3.887640 3.785112 4.129213
## 1697 2.306452 2.467742 2.629032
## 607 4.034810 3.971519 4.034810
## 2270 3.704082 3.785714 3.775510
## 1931 3.000000 2.961538 2.961538
## 1880 3.802632 3.776316 3.872807
## 2758 3.975452 3.432817 3.571059
## 2195.1 4.063830 3.861702 3.936170
## 12.1 4.000000 3.833333 4.000000
## 211 4.195652 4.130435 4.347826
## 2626 3.760417 3.621528 3.809028
## 1388 2.475490 2.622549 2.610294
## 1602.1 4.216216 4.027027 4.123874
## 1721.1 3.652439 3.451220 3.762195
## 2289 3.541667 3.416667 3.395833
## 2825 4.045994 3.982196 4.034125
## 3174 3.787500 3.631250 3.789583
## 316 3.894558 3.911565 4.034014
## 1997 4.397959 4.255102 4.367347
## 548 4.000000 4.000000 4.000000
## 2865 3.689453 3.582031 3.619141
## 1913 3.888889 3.972222 3.944444
## 1464 3.750000 3.750000 4.250000
## 1145 2.468750 2.531250 2.531250
## 1931.1 3.000000 2.961538 2.961538
## 1650 3.617816 3.635057 3.649425
## 1733 4.250000 4.050000 4.350000
## 1042 1.500000 2.250000 2.000000
## 1223 2.782609 2.913043 2.978261
## 591.1 4.018750 3.933594 3.989063
## 895 3.166667 2.750000 3.166667
## 1058.2 3.080128 3.048077 3.519231
## 2407 3.833333 3.833333 4.083333
## 2230 4.068182 3.882576 4.140152
## 2622 4.095012 3.984561 4.133017
## 1801.2 4.500000 4.000000 4.500000
## 3030 3.750000 3.750000 3.750000
## 1845 3.538889 3.605556 3.650000
## 1177 3.636364 3.613636 3.818182
## 324 3.764706 3.813725 3.872549
## 351 4.090278 4.020833 3.986111
## 666 4.000000 4.000000 4.000000
## 2861.1 3.789773 3.751894 3.820076
## 867 3.665138 3.642202 3.699541
## 911 3.333333 3.333333 3.333333
## 3089.1 4.139423 4.014423 3.995192
## 1273.1 3.407754 3.391711 3.616310
## 1042.1 1.500000 2.250000 2.000000
## 310 3.404255 3.384752 3.517730
## 1125.2 2.781250 2.917969 2.894531
## 2543 4.236111 3.944444 4.180556
## 2840 4.181319 4.102564 4.095238
## 2136 3.857143 3.607143 3.785714
## 1325 3.500000 3.333333 4.166667
## 3052.3 3.932127 3.830317 4.047511
## 236 3.578947 3.631579 3.552632
## 2129 4.085938 3.937500 4.000000
## 3012 3.500000 3.625000 3.708333
## 2666 3.937611 3.852941 4.000000
## 840.1 4.101920 3.996307 4.079025
## 273 3.906250 3.898438 3.895833
## 2862.1 4.016438 3.943836 3.982192
## 3164.1 3.013866 3.084013 3.020392
## 602 3.643979 3.587696 3.658377
## 3159.1 3.937139 3.850434 3.876445
## 1686 2.462963 2.512346 2.555556
## 1967 3.508929 3.607143 3.464286
## 1409 1.772727 2.193182 2.000000
## 2815 4.078767 3.996575 4.010274
## 2523 4.413399 4.343137 4.184641
## 2897 4.301541 4.223988 4.230732
## 1055.1 3.757812 3.656250 3.960938
## 1378.1 3.035211 3.063380 3.401408
## 1607.3 4.628205 4.493590 4.628205
## 2470 4.214674 4.070652 4.176630
## 320 3.715596 3.788991 3.857798
## 1951.1 3.829861 3.812500 4.090278
## 2213.1 4.226415 4.067925 4.243396
## 2852 4.344406 4.239510 4.209790
## 1716 3.846021 3.813149 3.958478
## 1092 3.625000 3.571429 3.660714
## 783 3.355769 3.471154 3.365385
## 274 3.709402 3.666667 3.713675
## 2405.1 3.961538 3.862179 3.916667
## 460 3.166667 3.500000 3.222222
## 528.1 3.625000 3.916667 3.750000
## 106 3.691126 3.673208 3.832765
## 2778.1 4.264113 4.083813 4.113191
## 2928 4.339286 4.267857 4.339286
## 86 3.885204 3.870536 3.713010
## 156 3.879310 3.879310 4.077586
## 2615 4.000000 3.750000 4.000000
## 2737 4.250000 4.000000 4.125000
## 2304.1 4.666667 4.666667 4.666667
## 2388 3.943478 3.834783 3.904348
## 2923 4.122172 4.058824 4.124434
## 2410 4.138554 3.945783 3.873494
## 1192 3.007126 3.053444 3.200713
## 2594.1 3.884615 3.884615 4.076923
## 641.2 4.037634 4.005376 4.139785
## 341 3.749014 3.655819 3.641519
## 2866 3.393023 3.453488 3.355814
## 907 3.410326 3.461957 3.472826
## 650.1 3.515152 3.651515 3.757576
## 1687.2 1.837838 1.743243 1.945946
## 1408 1.355769 1.682692 1.471154
## 425 3.705570 3.605438 3.807692
## 310.1 3.404255 3.384752 3.517730
## 2434 4.104680 4.013547 4.176108
## 2689.1 3.867188 3.734375 3.843750
## 3141.1 4.195431 4.005076 4.192893
## 222 3.775449 3.772455 3.892216
## 2297 3.692308 3.692308 3.846154
## 12.2 4.000000 3.833333 4.000000
## 3187 3.756522 3.760870 3.769565
## 2518 4.160846 4.050551 3.952206
## 2355 3.619048 3.693122 3.502646
## 2571 4.214286 4.285714 4.119048
## 1274 4.034130 3.918089 4.119454
## 286.1 3.875000 3.833333 3.833333
## 2689.2 3.867188 3.734375 3.843750
## 368 3.523810 3.476190 3.523810
## 1027 2.614726 2.726027 2.880993
## 2269 3.511905 3.500000 3.684524
## 398 3.685714 3.728571 3.609524
## 131 3.914634 3.817073 3.975610
## 925.1 4.325988 4.181763 4.145745
## 1042.2 1.500000 2.250000 2.000000
## 1453 3.686741 3.624142 3.825409
## 1783.2 3.570909 3.340000 3.274545
## 221 3.726804 3.680412 3.812715
## 2838.1 3.880658 3.825103 3.804527
## 1555 3.660000 3.688889 3.806667
## 730 3.645570 3.487342 3.721519
## 1759 3.666667 3.500000 3.583333
## 300 3.500000 4.000000 4.000000
## 2203 4.244444 4.150000 4.227778
## 3136 4.473934 4.283768 4.296801
## 2037.1 3.966216 3.878378 3.898649
## 83 4.264706 4.058824 4.117647
## 2256 4.000000 4.000000 3.863636
## 1555.1 3.660000 3.688889 3.806667
## 1712 2.333333 3.000000 2.500000
## 425.1 3.705570 3.605438 3.807692
## 2804.3 4.124236 4.061100 4.085540
## 1395 2.181818 2.484848 2.272727
## 1893 3.717949 3.775641 3.878205
## 2689.3 3.867188 3.734375 3.843750
## 1907.1 4.412214 4.343511 4.534351
## 2283 3.441176 3.411765 3.411765
## 755.2 3.500000 3.666667 3.833333
## 523.1 3.500000 3.750000 3.750000
## 2532.2 3.969697 3.779614 4.009642
## 1008 3.875000 3.750000 4.000000
## 2403.1 3.650000 3.900000 4.000000
## 2225 3.556338 3.528169 3.683099
## 1985.1 3.980846 3.847167 4.048683
## 1207 2.558333 2.641667 2.866667
## 701 3.002237 3.097315 3.240492
## 780.2 3.707355 3.726135 3.783255
## 1825 3.340426 3.428191 3.510638
## 640 4.000000 4.000000 4.000000
## 465 3.573171 3.524390 3.573171
## 3155 3.971154 3.807692 3.937500
## 2979 4.246536 4.151848 4.319284
## 66 4.136905 3.952381 3.976190
## 1859 3.572178 3.601050 3.824147
## 1305.1 4.000000 3.750000 4.000000
## 3040.1 3.801887 3.773585 3.943396
## 1221 2.807143 2.964286 3.064286
## 2441 3.805556 3.666667 3.944444
## 2570 4.250000 3.750000 3.500000
## 3099 3.415888 3.364152 3.603471
## 1608.1 3.709677 3.670251 3.652330
## 2143.2 4.396552 4.396552 4.137931
## 1922 3.588235 3.735294 3.794118
## 1806.2 4.345133 4.181416 4.433628
## 251.1 3.971614 3.871452 3.894566
## 2922 4.242268 4.206186 4.213918
## 1798 4.492366 4.258270 4.512723
## 2302 4.050000 3.900000 3.950000
## 2105.1 3.500000 3.500000 3.500000
## 2773 4.038462 3.948718 3.756410
## 2019.1 3.651184 3.615665 3.685792
## 2398 3.750000 3.691176 3.970588
## 3103 3.998382 3.896440 4.085761
## 64 3.714968 3.789809 3.673567
## 2086 4.250000 4.125000 4.062500
## 369 4.036585 3.817073 3.926829
## 1017 2.420309 2.473100 2.883995
## 777 3.792394 3.723308 3.561410
## 1870 3.137931 3.166667 3.350575
## 1937 3.904088 3.841195 4.139937
## 2114.1 4.350000 4.300000 4.400000
## 248 3.705882 3.735294 3.764706
## 1969 4.026596 3.957447 3.936170
## 2749 4.309896 4.078125 4.033854
## 2132.1 4.100000 4.050000 4.050000
## 2670 4.108333 4.057407 4.102778
## 2261.1 3.545519 3.477952 3.748222
## 1763 4.307018 4.114035 4.052632
## 1982 4.193966 4.001437 4.267720
## 321 3.476744 3.406977 3.430233
## 2646.1 3.686916 3.630841 3.705607
## 1481.2 3.624424 3.631336 3.794931
## 968 2.900000 2.600000 2.433333
## 2288 3.500000 3.611111 3.500000
## 2144.1 3.500000 3.272727 3.590909
## 1861 3.875207 3.805785 3.946281
## 996 3.235000 3.255000 3.530000
## 1125.3 2.781250 2.917969 2.894531
## 359.1 3.602564 3.576923 3.660256
## 2511.1 4.128924 4.068386 4.093049
## 525.1 3.380952 3.523810 3.619048
## 208 3.159574 3.132979 3.398936
## 157.1 3.858974 3.653846 3.846154
## 573 2.823529 2.893382 2.974265
## 1829 3.806569 3.848540 3.833942
## 2535 4.290881 4.083333 4.227987
## 1823 4.032753 3.960082 4.073695
## 3062 3.686567 3.694030 3.932836
## 1961 3.875000 3.796053 3.986842
## 268 4.500000 4.666667 4.333333
## 676 3.790262 3.782772 3.868914
## 2080 3.774510 3.553922 3.848039
## 2081.1 4.107143 3.875000 4.000000
## 188.1 3.440000 3.450000 3.550000
## 498.1 3.679012 3.524691 3.790123
## 2143.3 4.396552 4.396552 4.137931
## 1875 3.669154 3.604478 3.788557
## 978 2.833333 2.833333 2.833333
## 2544 3.900000 3.500000 4.050000
## 1302 4.272727 4.068182 4.340909
## 2828 4.148770 4.016779 3.864653
## 1646 3.801370 3.866438 3.821918
## 413 4.000000 4.250000 4.250000
## 336 3.761905 3.880952 3.690476
## 1677 4.100000 4.000000 3.900000
## 823 4.158268 4.052756 4.142126
## 2865.1 3.689453 3.582031 3.619141
## 1727.1 3.309524 3.238095 3.452381
## 2420 3.857143 3.678571 3.797619
## 1975.1 4.000000 3.928571 3.857143
## 851 4.207317 4.073171 4.097561
## 746 3.625000 3.625000 3.687500
## 794 3.545455 3.522727 3.568182
## 3169 3.827869 3.814208 3.950820
## 3066.1 3.426471 3.470588 3.676471
## 2276 3.696262 3.738318 3.864486
## 43 4.144060 4.084191 3.963517
## 3130.1 4.070064 4.000000 4.031847
## 712 3.512590 3.435252 3.676259
## 1324 2.750000 3.250000 3.250000
## 1047 2.811765 2.850000 3.047059
## 264 3.678082 3.568493 3.643836
## 591.2 4.018750 3.933594 3.989063
## 1273.2 3.407754 3.391711 3.616310
## 3155.1 3.971154 3.807692 3.937500
## 2924.1 3.894866 3.788509 3.855746
## 2345 3.866616 3.785823 3.829268
## 2998 3.382716 3.351852 3.543210
## 2127 4.500000 4.000000 4.000000
## 1943 4.250000 4.145833 4.458333
## 1672.1 4.375000 3.875000 4.000000
## 3080 4.500000 4.000000 4.333333
## 341.1 3.749014 3.655819 3.641519
## 1607.4 4.628205 4.493590 4.628205
## 575 3.250000 3.343750 3.427083
## 202.1 3.806818 3.886364 4.147727
## 2866.1 3.393023 3.453488 3.355814
## 1527 3.550360 3.492806 3.636691
## 1988 3.775939 3.732111 3.819767
## 2552.1 3.797297 3.472973 3.810811
## 2356.2 4.367470 4.198795 4.168675
## 890 3.643764 3.622979 3.717667
## 2765.1 3.805556 3.796296 3.870370
## 819.1 4.303922 4.058824 4.259804
## 2126 4.100000 4.000000 4.300000
## 1905 3.784483 3.827586 3.862069
## 1246 3.000000 3.125000 3.025000
## 1190.1 3.152225 3.210773 3.359485
## 1704 2.500000 3.500000 3.000000
## 3191.1 3.951220 3.896341 3.841463
## 1445.1 3.151163 3.081395 3.290698
## 2263.1 3.904255 3.884309 4.038564
## 1269 3.950000 3.960000 4.093333
## 407 3.769231 3.589744 3.512821
## 2342 3.663934 3.516393 3.565574
## 2041 3.855072 3.775362 3.971014
## 1471.1 3.547059 3.507843 3.694118
## 2138 4.166667 3.933333 3.900000
## 2848.1 4.051471 3.985294 4.007353
## 2998.1 3.382716 3.351852 3.543210
## 2877 3.551020 3.530612 3.581633
## 73 3.884783 3.936957 3.821739
## 726 3.553922 3.553922 3.578431
## 613 3.759259 3.870370 3.851852
## 1899 3.571429 3.857143 3.571429
## 899.1 3.693182 3.738636 3.727273
## 1484 3.884615 3.750000 4.028846
## 3051 3.818519 3.722222 4.001852
## 2837 4.045283 3.981132 3.947170
## 5 3.765625 3.734375 3.817708
## 470 3.550000 3.500000 3.550000
## 1275 3.833333 3.916667 3.916667
## 295.1 4.181818 4.204545 4.136364
## 1759.1 3.666667 3.500000 3.583333
## 2960 3.487544 3.462633 3.647687
## 1712.1 2.333333 3.000000 2.500000
## 428 3.924497 3.873322 3.931208
## 160 3.789855 3.637681 4.014493
## 694 4.152174 4.101449 4.181159
## 2526 4.118699 4.003252 4.136992
## 2596 2.750000 2.750000 2.500000
## 733.1 2.939940 2.953453 2.980480
## 2797 4.160938 4.048438 3.973438
## 1501 3.666667 3.625000 3.875000
## 2228 3.799694 3.808869 3.844037
## 712.1 3.512590 3.435252 3.676259
## 1888 3.565517 3.520690 3.610345
## 396.3 3.785714 3.607143 3.750000
## 1425 3.851648 3.917582 4.027473
## 1873 3.783133 3.712851 3.973896
## 3109 4.111479 3.952539 4.069536
## 1875.1 3.669154 3.604478 3.788557
## 2004.1 3.933702 3.886740 3.991713
## 319.1 3.820000 3.828571 3.817143
## 664 2.500000 3.500000 3.500000
## 1834 3.978571 3.878571 4.092857
## 3011.1 3.175000 3.125000 3.225000
## 1169 2.810000 2.780000 2.860000
## 2606.2 3.750000 3.750000 3.678571
## 267 3.292135 3.373596 3.407303
## 3160 3.988954 3.939617 3.959499
## 892 3.738550 3.749364 3.868957
## 1761.1 3.000000 2.333333 3.000000
## 3048.1 3.660714 3.732143 3.714286
## 1451.3 3.738095 3.678571 3.833333
## 880 3.333333 3.352941 3.617647
## 2401.1 3.125000 3.125000 3.375000
## 1964 4.107450 3.998567 3.838825
## 2977.1 4.000000 3.458333 4.000000
## 1609.1 4.184739 4.104418 4.122490
## 1371 2.666667 2.623457 2.993827
## 2194.1 4.090461 4.046053 3.828947
## 1075 3.505747 3.500000 3.666667
## 2317 4.342394 4.225823 4.217459
## 2262 3.651775 3.635166 3.743414
## 346.1 4.065104 3.924479 4.091146
## 1277.1 3.764516 3.770968 3.967742
## 3044 4.500000 4.500000 4.388889
## 1490 3.460938 3.375000 3.617188
## 2729 3.969355 3.879032 4.011290
## 169 3.733333 3.650000 3.833333
## 726.1 3.553922 3.553922 3.578431
## 2382 3.894191 3.796680 3.985477
## 2454.1 3.777778 3.666667 4.000000
## 2321 3.823333 3.765000 3.948333
## 1368 2.004739 2.154028 2.601896
## 2871.1 3.983146 3.848315 3.882022
## 2728.1 3.955206 3.834544 3.985069
## 1662 4.295455 4.166667 4.234848
## 1421.1 2.500000 3.000000 2.500000
## 142.1 3.500000 3.379310 3.586207
## 2705 3.694444 3.666667 3.638889
## 1485 3.642857 3.714286 3.829670
## 1734 4.000000 4.500000 4.000000
## 1052.1 2.865672 2.925373 3.130597
## 609.1 3.675000 3.656250 3.593750
## 3179.1 3.602500 3.547500 3.650000
## 2353 4.061404 3.995614 3.969298
## 3066.2 3.426471 3.470588 3.676471
## 2962 3.516245 3.552347 3.772563
## 1771 4.363510 4.207521 4.087744
## 1845.1 3.538889 3.605556 3.650000
## 1943.1 4.250000 4.145833 4.458333head(samples)## [[1]]
## Name
## 153 Geary's Winter Ale
## 35 Füchschen Alt
## 3145 Pentagram
## 1959 Braumeister Pils
## 2248 Pursuit Of Hoppiness
## 2342 Rum Cask Oak Aged Beer
## 1685 O'Doul's Amber
## 2630 Dark Starr Stout
## 2920 Watou Tripel
## 1721 Hockley Dark
## 1844 Lil' Devil
## 3016 Hefeweissbier
## 2256 Imperial Red Ale
## 12 Gerst Amber
## 1042 Milwaukee's Best
## 377 Erdinger Weissbier Pikantus
## 1735 After Dark
## 766 Asahi Honnama Gold
## 1419 Hofbräu Dunkel
## 668 Tank 7
## 1413 Schlitz Red Bull X. L. Xtra Long Malt LiquorJOS. Schlitz Brewing Co. (Pabst)
## 2370 Outta Kilter
## 578 Grazias
## 1250 Arsenalnoye Krepkoye (Strong)
## 2366 Heavy Horse Scotch Ale
## 965 Kvas
## 3020 Erdinger Weissbier (Hefe-Weizen)
## 1946 Wernesgruner
## 3115 Double White Ale
## 212 Blonde Ale
## 2415 Hank On Rye
## 2609 Bulls Bay Oyster Stout
## 2705 Imperial Stout
## 597 Grimbergen Dubbel
## 573 Sleeman Cream Ale (64*)
## 3193 Winter Shredder
## 2318 Rye-on-Rye
## 1544 Miner Mishap
## 1880 Over-The-Rhine Ale
## 3118 Blanche De Bruxelles / Manneken Pis Belgian White
## 2638 Uncle Steve's Irish Stout
## 1880.1 Over-The-Rhine Ale
## 494 Pig's Ear Brown Ale
## 347 Spring Bock
## 2471 Rodenbach Alexander
## 1950 Premium Pils
## 71 Chicken Killer Barley Wine
## 2841 Lucifer
## 399 St. Blasius Weizenbock
## 2252 Ard Ri
## 2226 Fixed Gear
## 2644 Portsmouth Black Cat Stout
## 3192 Winter Warmer
## 1251 Amsterdam Navigator 8,4
## 2208 Three Philosophers - Bourbon Barrel-Aged
## 473 North By Northwest Okanogan Black Ale
## 1234 Okocim MocneBrowar Okocim S.A. (Carlsberg)
## 2225 Switchback Ale
## 1925 Samuel Adams Noble PilsBoston Beer Company (Samuel Adams)
## 1124 Shiner Dortmunder (Spring Ale)
## 2745 Undercover Investigation Shut-down Ale
## 2906 Agnus Dei (Abbey Pale Ale)
## 3058 Kristallweissbier
## 1605 Schaarbeekse Kriek
## 476 Nut Brown AleSamuel Smith Old Brewery (Tadcaster)
## 486 Harvest
## 505 Buster Nut Brown Ale
## 1940 Trumer Pils
## 997 Saranac Kölsch
## 2820 Damnation
## 1076 Texas Red Amber Lager
## 2184 Christmas Ale
## 230 Blond
## 215 Alamo Golden Ale
## 785 Hitachino Nest Real Ginger Ale
## 2785 Delirium Noël (Christmas)
## 292 Winter Wonder Lager
## 1017 Budweiser
## 2545 Irish Channel StoutNew Orleans Lager & Ale Brewing Company (NOLA)
## 268 Saxonator Dunkles Doppelbock
## 2832 La Trappe Isid'or
## 931 Double Jack
## 1416 Camo Black Extra
## 409 Portsmouth Killer B
## 428 Wilco Tango Foxtrot
## 1343 Mönchsambacher Lager
## 1645 Coolship Resurgam
## 763 Orion Southern Star
## 672 Sorachi Ace
## 2291 Celtic Ale
## 1029 Landshark Lager
## 1988 Samuel Adams Holiday PorterBoston Beer Company (Samuel Adams)
## 3144 Cable Car
## 2761 Bell Ringer
## 1192 Singha
## 1238 Bière Du Démon
## 624 Natte
## 2967 Dirty Blonde Ale
## 1945 Summer Pils
## 2880 Extra Special Oak (ESO)
## 2103 Porter
## 3095 Old Sol Wheatwine Ale
## 2615 Starkweather Stout
## 233 Belgian Blonde
## 2441 Berliner Weisse
## 1667 Lambiek Oud Beersel
## 418 Spring Braggot
## 2701 Bourbon Barrel Aged Plead The 5th
## 252 Salvator
## 527 Steamy Windows
## 1439 Franconia Dunkel
## 2513 Beer Geek Brunch Weasel
## 1954 Dinkelacker CD-Pils
## 470 La Rullés Brune (Bière De Gaume)
## 694 Love Buzz Saison
## 1998 Coffeehouse Porter
## 2433 Festina Pêche
## 983 Drevlyansky Kvass
## 1013 Kolsch
## 1177 Staropramen Granat Beer
## 1614 Boon Kriek
## 1258 Aiko
## 815 Smuttynose IPA "Finest Kind"
## 560 Chili Beer
## 1265 Primátor 21% Rytírský (Knight's Lager)
## 2185 Terrible
## 335 Heller Bock Saphir
## 2334 Rye Pale Ale
## 1248 Special Brew
## 2604 Hot Blooded Foreign Stout
## 416 Honey, I Can Explain
## 2064 Black Duck Porter
## 3185 Bah Humbug! Christmas Cheer! Ale
## 2656 Guinness Original
## 1275 Hotter Than Helles Lager
## 133 Batemans XXXB
## 744 Working For Tips
## 1383 Presidente Light
## 2617 Guinness Draught
## 1382 Pabst Blue Ribbon Light
## 1672 Lambik (1 Year Old Unblended)
## 1365 Tecate Light
## 1308 Asahi Super Dry
## 1077 Point Classic Amber
## 725 UFO Raspberry Hefeweizen
## 237 Abbaye De Floreffe Blonde
## 1952 EKU Pils
## 1137 God Lager
## 2199 Urthel SamaranthDe Leyerth Brouwerijen (Urthel)
## 928 120 Minute IPA
## 2294 Red Head Red Ale
## 2481 Kriek Des Jacobins
## 3084 White Oak
## 378 Ramstein Winter Wheat
## 2294.1 Red Head Red Ale
## 884 Black Perle Dark India Pale Ale
## 255 Samuel Adams Double Bock (Imperial Series)Boston Beer Company (Samuel Adams)
## 3013 Vùdù
## 727 Bumble Berry Honey Blueberry Ale
## 968 Khlebny Kray
## 2643 Stouterik (The Brussels Stout)
## 2478 La Roja - Grand Reserve
## 1833 Brugse Zot
## 1569 Oktoberfest
## 2939 Oktoberfest
## 599 Trappist Achel 8° Bruin
## 2447 Madame Rose
## 2940 Winter Wheat
## 2156 Night Owl Pumpkin Ale
## 2455 Grande Dame Oud Bruin
## 2658 Revelation Stout
## 1930 Sunshine Pils
## 1728 Floppin' Crappie
## 2001 New World Porter
## 607 Brune
## 2476 Zoetzuur Flemish AleDe Proefbrouwerij (bvba Andelot)
## 555 Wildfire Lager
## 2442 Ching Ching
## 1292 Andechser Spezial Hell
## 1075 Red Oak Amber
## 32 Festivale
## 2399 Scottish Ale
## 706 Blushing Monk
## 1313 Sapporo Draft Beer
## 1671 Oude Lambik
## 2596 Foreign Style Stout
## 2196 Rigor Mortis Abt
## 933 Double Trouble
## 3159 Christmas Ale
## 1638 Duck Duck Gooze
## 1924 Prima Pils
## 3053 Drunk Monk Hefeweizen
## 939 2XIPA
## 193 India Pale Ale
## 1698 Hefe-Weissbier Alkoholfrei
## 498 Bad Penny
## 1076.1 Texas Red Amber Lager
## 335.1 Heller Bock Saphir
## 1368 Miller Genuine Draft 64
## 2200 Kasteel Cuvée Du Chateau
## 1114 Alpine Glacier Lager
## 67 # 100
## 1603 Pêche
## 2911 Trappist Achel 8° Blond
## 670 Saison Dupont
## 2953 Hop Sun (Summer Wheat Beer)
## 472 Leffe Rossa
## 324 The Gift (WinterBock Lager)
## 1690 Erdinger Weissbier Alkoholfrei (Non-Alcoholic)
## 1237 Before-After Premium Lager (12% ABV)
## 1115 Sleeman Original Draught
## 2930 River Guide
## 2697 Darkness
## 385 Weizenbock Grande Cuvée
## 2913 Brother David's Triple Abbey Style Ale
## 1311 Kirin Lager
## 557 El Lapino
## 1195 Tiger Beer
## 3116 Positive Contact
## 1177.1 Staropramen Granat Beer
## 1519 Shiner Bohemian Black Lager
## 133.1 Batemans XXXB
## 2528 Mean Old Tom
## 2103.1 Porter
## 1932 Radeberger Pilsner
## 304 Dead Guy Ale
## 1582 Tuborg Classic
## 3177 Prelude
## 115 Belk's ESB
## 1864 Extra Pale Ale
## 1081 Starr Hill Jomo Lager
## 72 Olde Bluehair Barley Wine
## 48 XS Old Crustacean
## 1688 St. Pauli N. A.
## 1726 Tooheys Old
## 3097 1100 Wheat Wine
## 1876 Ipswich Original Pale Ale
## 2852 Southampton Grand Cru
## 1298 Helles Belles
## 181 Malheur Brut Noir (Black Chocolate)
## 1467 Hoss Oktoberfest Lager
## 919 St-Ambroise India Pale Ale
## 2872 Jolly Roger Christmas Ale
## 2321 Full Moon Pale Rye Ale
## 2396 Olde Ore Dock Scottish Ale
## 2694 Black Chocolate Stout
## 2970 Blue Moon Spring Blonde Wheat AleCoors Brewing Company (Molson-Coors)
## 804 Celebration Fresh Hop IPA
## 2268 Red Trolley Ale
## 2054 Coffee Porter
## 1424 Penn Dark
## 3093 Vernal
## 414 Braggot
## 3063 Old Chico Crystal Wheat
## 169 Old Brewery BitterSamuel Smith Old Brewery (Tadcaster)
## 384 La Shawinigan Handshake
## 3018 Hefe-Weissbier Naturtrüb
## 989 Samuel Adams East-West KölschBoston Beer Company (Samuel Adams)
## 344 Uff-da
## 2175 Abt 12
## 2921 Trippel
## 1704 Original Alkoholfrei
## 563 Genesee Cream Ale
## 1301 Ottakringer Helles
## 2614 Tsingtao Stout
## 3155 Friek
## 1594 Framboise
## 2494 Bourbon County Brand Coffee Stout
## 66 Old Ruffian - Barrel-Aged
## 2181 Bourbon Barrel Quad Barrel-Aged Ale (BBQ)
## 516 Anchor Steam Beer
## 2954 Berry Weiss
## 2926 Eau Benite
## 552 Green Chile Lager
## 1821 St. Lupulin
## 870 Reserve Special Black Ale
## 641 Les Bière Des Sans Culottes
## 1371 I.C. Light
## 189 Twilight Summer Ale
## 2208.1 Three Philosophers - Bourbon Barrel-Aged
## 2461 Oud Bruin
## 1524 Mönchshof Schwarzbier
## 2977 Willy Vanilly
## 1180 Primator Dark Lager
## 3081 Rieser Kristall-Weizen
## 330 PENNdemonium
## 466 Abbey Ale
## 2466 Red Poppy
## 1163 Black Licorice Lager
## 2794 17 Grande Réserve
## 2201 Malheur 12°
## 406 Baklava Braggot
## 1390 Natty Daddy (8%)
## 2028 Smoked Baltic Porter
## 63 Smuttynose Barleywine Style Ale (Big Beer Series)
## 2791 Corsendonk Christmas Ale
## 2494.1 Bourbon County Brand Coffee Stout
## 2779 Raison D'Être
## 54 Barleywine Style Ale
## 1297 1516 Bavarian Lager
## 163 Bitter
## 3170 K-9 Winter Ale
## 2356 Wee Heavy - Barrel-Aged
## 742 Koyt
## 494.1 Pig's Ear Brown Ale
## 1619 Blackberry
## 1787 Big Dick's Olde Ale
## 2500 Péché Mortel
## 523 The Citizen
## 532 1888
## 1452 Negra
## 2844 Victor Ale
## 948 Myrcenary Double IPA
## 1706 Krombacher Alkoholfrie
## 2336 Backwoods Bastard
## 1182 Dark 266
## 3173 12 Dogs Of Christmas Ale
## 401 Maximilian
## 110 Anvil
## 374 Vitus
## 664 Malmgård Jouluolut
## 1410 Stack 101 High Gravity Smooth Lager
## 3049 Hefeweizen
## 2429 Backyard Ale
## 2309 Roggenschnizzle
## 1203 Steinlager
## 750 La Clef Des Champs
## 2514 Chocolate Rain
## 1814 New DogTown Pale Ale
## 1731 Old Gollywobbler Brown Ale
## 1172 DAB Dark Beer
## 1916 \u008e\u008eŽatec
## 1796 Dark & Handsome
## 1183 Heineken Oud Bruin
## 348 Pandora's Bock
## 1094 Stegmaier Amber Lager
## 1434 Schadenfreude
## 2733 Gingerbread Stout
## 1281 Stiegl Goldbräu
## 277 Winter Bock
## 1479 Atom Smasher
## 1574 Danish Red Lager
## 1804 Mirror Pond Pale Ale
## 1881 Very Bad Elf Special Reserve Ale
## 1093 Muddy Creek Lager
## 2422 Simple Malt Double Porter
## 2663 Velvet Merkin
## 267 Voodoovator
## 2280 Hot Rod Red
## 2395 Black Douglas Ale
## 1288 Lager House Original Golden Helles
## 97 Pugsley's Signature Series: Barley Wine
## 2159 UFO Pumpkin
## 1488 Oktoberfest Lager Beer
## 2798 10 Commandments
## 1120 DAB Original
## 343 Samuel Adams Cherry Chocolate BockBoston Beer Company (Samuel Adams)
## 28 Série Signature Sticke Alt
## 251 Spaten Optimator
## 2356.1 Wee Heavy - Barrel-Aged
## 2221 CascaZilla
## 953 Green Flash Imperial India Pale Ale
## 851 The Audacity Of Hops
## 1384 Mickey's
## 1971 The Curl
## 1763 Curmudgeon
## 2408 Ashtray Heart
## 2188 Gulden Draak 9000 Quadruple
## 3159.1 Christmas Ale
## 258 EKU 28
## 983.1 Drevlyansky Kvass
## 1706.1 Krombacher Alkoholfrie
## 2830 Confluence Ale
## 1091 Ruby Lager
## 3181 Bourbon Barrel Aged Winter Warmer
## 2792 Salvation
## 2370.1 Outta Kilter
## 1633 Belle Vue Kriek
## 2488 Gose
## 2196.1 Rigor Mortis Abt
## 2377 Railbender Ale
## 2118 Robust Porter
## 271 Duck-Rabbator
## 3081.1 Rieser Kristall-Weizen
## 2591 Malpais Stout
## 2633 Black Fly Stout
## 2449 Bacchus
## 2939.1 Oktoberfest
## 2863 King Goblin
## 1272 Victory Helles Lager
## 699 Samuel Adams Cherry WheatBoston Beer Company (Samuel Adams)
## 489 Rugged Trail Nut Brown Ale
## 208 Molson Export
## 812 Lunch
## 3094 Illegal Ale-Ien
## 1335 Moosbacher Kellerbier
## 299 La Félix
## 1849 It Takes A Lot Of Great Beer To Make Great Wine
## 3129 Orange Avenue Wit
## 2741 Mackeson Triple XXX Stout
## 2933 Black Walnut Wheat
## 43 Old Horizontal
## 1038 Hamm's
## 2466.1 Red Poppy
## 2170 Fisherman's Pumpkin Stout
## 2516 Dark Truth
## 1106 Simpler Times Lager
## 496 Nut Brown Ale
## 1582.1 Tuborg Classic
## 1518 Schwarzbier
## 858 Pan Galactic Gargle Blaster
## 682 Bam Bière
## 2623 Beamish Irish Stout
## 2821 Pranqster
## 1995 Mississippi Mud Black & Tan
## 536 Theobroma
## 1180.1 Primator Dark Lager
## 1142 Mönchshof Landbier
## 2349 Big Sound
## 2615.1 Starkweather Stout
## 1278 Bikini Blonde Lager
## 867 Snow Day Winter Ale
## 2670 St-Ambroise Oatmeal Stout
## 143 Ruddles County
## 944 Arctic Panzer Wolf
## 276 Dark Heathen Triple Bock
## 126 The Wise ESB
## 1216 GösserBrauerei Göss (Brau Union)
## 383 Plank Bavarian Dunkler Weizenbock
## 907 India Pale Ale
## 2783 Delirium Nocturnum
## 2212 Red Rocket Ale
## 212.1 Blonde Ale
## 1799 Dale's Pale Ale
## 191 Export Ale
## 2277 Casco Bay Riptide Red Ale
## 884.1 Black Perle Dark India Pale Ale
## 433 Koko Brown
## 2877 Wizard's Winter Ale
## 483 Downtown Brown
## 1674 Lambiek De Cam
## 202 Aud Blonde
## 2279 Danny's Irish Style Red Ale
## 599.1 Trappist Achel 8° Bruin
## 198 Citra Blonde Summer Brew
## 259 Liberator Doppelbock
## 2512 Abraxas
## 820 Hop Nosh IPA
## 636 Jenlain Ambrée
## 268.1 Saxonator Dunkles Doppelbock
## 1223 Cinco Estrellas
## 111 Scarlet Lady Ale
## 1544.1 Miner Mishap
## 1080 Schell's Dark
## 523.1 The Citizen
## 2500.1 Péché Mortel
## 2821.1 Pranqster
## 2243 G'Knight
## 321 Maibock
## 2991 Winged Nut
## 2538 Bison Organic Chocolate Stout
## 759 Asahi Honnama Aqua Blue
## 1889 Country Pale Ale
## 1008 HooDoo Kölsch Style Ale
## 1939 Pils
## 2497 Storm King Stout
## 1461 Hofbräu Oktoberfestbier
## 1703 Labatt Blue Non-Alcoholic
## 114 Foster's Premium Ale
## 1295 Hacker-Pschorr Edelhell
## 860 Hoppy Daze IPA
## 3128 Kronenbourg 1664 Blanc
## 982 Brordinskiy Classical Kvass (Бородинский Классический Квас)
## 1693 Busch NA
## 1708 Pabst Blue Ribbon Non-Alcoholic
## 3085 Pilgrim's Dole
## 1391 Hurricane Malt Liquor
## 195 Bombshell Blonde
## 5 Sleigh'r Dark Doüble Alt Ale
## 408 Old Danish Braggot
## 2533 Fuel Cafe (Coffee Flavored Stout)
## 112 Lord Rear Admiral
## 1515 Bamberg Rauchbier
## 1445 León
## 1316 Kirin Classic Lager
## 702 Rübæus
## 960 Heady Topper
## 3133 Blanche De Namur
## 616 Big Bison Ale
## 2307 Roggenbier
## 1971.1 The Curl
## 351 La Trappe Bockbier
## 808 All Day IPA
## 2364 Shaggin' In The Wood
## 2456 Old Growth
## 187 Sweet Action
## 597.1 Grimbergen Dubbel
## 2578 Black Creek Stout
## 2772 Pray For Snow
## 24 Mission Amber
## 2727 Milk Stout
## 3143 Framboise De Amorosa
## 345 The Vixen Chocolate Chili BockBoston Beer Company (Samuel Adams)
## 1701 ThomasBrau
## 2099 Anubis
## 1841 Cuvée Des Trolls
## 1112 Kenzinger
## 2729 Moo-Hoo Chocolate Milk Stout
## 2326 Rye P.A. Hatter
## 1608 Pomme (Apple)
## 2023 Black Boss Porter
## 2541 Luna Coffee Stout
## 1779 Autumn Ale
## 175 Hooky Bitter
## 2049 Samuel Adams Honey PorterBoston Beer Company (Samuel Adams)
## 362 Kozlak
## 2990 Kapuziner Schwarz-Weizen
## 2684 Convict Hill Oatmeal Stout
## 192 Fireman's #4
## 1261 Yarpivo Strong (Krepkoye)
## 1129 Yebisu (Premium)
## 2645 O'Hara's Leann Folláin
## 1432 Barbarossa Double Dark Lager
## 1822 Orval Trappist Ale
## 2512.1 Abraxas
## 361 Huber Bock Beer
## 3089 Star Brew-Triple Wheat Ale
## 54.1 Barleywine Style Ale
## 1991 Pipeline Porter
## 3004 Dunkelweizen
## 2522 Speedway Stout - Vietnamese Coffee
## 2158 Saranac Pumpkin Ale
## 1177.2 Staropramen Granat Beer
## 2071 Vanilla Porter
## 1845 Hell's Belle
## 2611 Guinness Foreign Extra Stout (Africa)
## 1620 Strawberry Lambic
## 2127 Leaning Chimney Porter
## 2139 Smoked Porter
## 2237 Jamaica Red Ale
## 2109 Payback Porter
## 2839 Grand Cru Winter Reserve
## 3052 Penn Weizen
## 1934 Saranac Adirondack Lager
## 1227 Elephant Beer
## 3089.1 Star Brew-Triple Wheat Ale
## 2380 Dark Island
## 1832 De Koninck APA (Antwaarpse Pale Ale)
## 780 Juniper Pale Ale
## 986 Reissdorf Kölsch
## 1585 Chapeau Faro Lambic
## 2888 Old Admiral
## 699.1 Samuel Adams Cherry WheatBoston Beer Company (Samuel Adams)
## 2734 Milk Stout
## 167 Pitchfork Rebellious Bitter
## 1840 Bruegel Amber Ale
## 777 Midas Touch
## 835 Crooked Tree IPA
## 3182 Christmas Ale
## 1772 Old Peculier
## 1218 Yanjing Beer
## 2247 Tongue Buckler - Imperial Red Ale
## 1483 OktoberFish
## 1021 Red Stripe Jamaican Lager
## 2957 Samuel Adams Coastal WheatBoston Beer Company (Samuel Adams)
## 1213 Original Organic Lager
## 953.1 Green Flash Imperial India Pale Ale
## 119 Autumn Ale
## 1731.1 Old Gollywobbler Brown Ale
## 997.1 Saranac Kölsch
## 1681 Mort Subite Blonde Lambic
## 559 Green Chili Beer
## 2821.2 Pranqster
## 727.1 Bumble Berry Honey Blueberry Ale
## 1262 Faxe Royal Strong
## 239 Valeir Blond
## 652 Jenlain Bière De Noël
## 802 60 Minute IPA
## 2278 Jeremiah Red Ale
## 3173.1 12 Dogs Of Christmas Ale
## 2595 San Quentin's Breakout Stout
## 948.1 Myrcenary Double IPA
## 2496 CBS (Canadian Breakfast Stout)
## 208.1 Molson Export
## 1344 Bud Light
## 3168 Snow Cap
## 2835 Faithfull Ale
## 2853 Hoegaarden Grand Cru
## 2888.1 Old Admiral
## 352 Christmas Bock
## 1444 Organic Pinkus Jubilate
## 2036 Mørke - Pumpernickel Porter
## 1440 Saranac Lake Effect Lager
## 617 St. Vincent's Dubbel
## 682.1 Bam Bière
## 762 Kinshachi Nagoya Red Miso Lager
## 2175.1 Abt 12
## 1742 London Ruby Anglaise
## 2474 Vichtenaar
## 492 Brewhouse Brown Ale
## 2025 Topless Wytch
## 801 Sculpin
## 1142.1 Mönchshof Landbier
## 1434.1 Schadenfreude
## 896 HopFish IPA
## 2932 Cornstalker Dark Wheat
## 1704.1 Original Alkoholfrei
## 440 Brown Ale
## 1600 Lou Pepe - Framboise
## 2789 Local 2
## 1113 Golden
## 2806 Abbaye Des Rocs [Brasserie Des Rocs Brune]
## 1110 Craft Lager
## 2662 Shakespeare Oatmeal Stout
## 401.1 Maximilian
## 2165 Dark O' The Moon
## 1929 The Crisp
## 2566 March Of The Penguins
## 2941 Outlaw McCaw
## 1010 Gateway Kolsch
## 2935 WRed Wheat
## 2400 Hog's Head Brew (Harry Potter)
## 712 Strawberry Lager
## 2630.1 Dark Starr Stout
## 420 Wild Devil
## 2635 Dry Stout
## 337 Ramstein Maibock
## 233.1 Belgian Blonde
## 1310 Orion Premium Draft Beer
## 874 Black Racer
## 2157 Buffalo Bill's Pumpkin Ale
## 2800 Gouden Carolus Classic
## 1289 Munich-Style Lager
## 2297 Seamus' Irish Red Ale
## 954 Hop Henge
## 1940.1 Trumer Pils
## 2151 Pumpkin Ale
## 1688.1 St. Pauli N. A.
## 2967.1 Dirty Blonde Ale
## 1495 Aecht Schlenkerla Eiche
## 1111 Orange Blossom Pilsner
## 2870 Seriously Bad Elf
## 85 Arctic Devil Barley Wine
## 1524.1 Mönchshof Schwarzbier
## 169.1 Old Brewery BitterSamuel Smith Old Brewery (Tadcaster)
## 714 Shiner Ruby Redbird
## 621 Dominus Vobiscum Double
## 1651 Mort Subite Gueuze
## 826 Hop Wallop
## 1448 Fearless Youth
## 3124 White
## 2005 Saranac Caramel Porter
## 1160 Death & Taxes
## 1394 Olde English 800 High Gravity
## 1347 Michelob Ultra
## 3094.1 Illegal Ale-Ien
## 469 Black Jack (Bourbon Barrel Aged)
## 324.1 The Gift (WinterBock Lager)
## 2874 Moonraker AleJ.W. Lees & Co (Brewers) Ltd
## 247 Viven Blond
## 1477 Oktoberfest Bier (Oktoberfest Wiesn)
## 1293 Helles Lager
## 2736 Cream Stout
## 1857 Old Speckled Hen
## 1524.2 Mönchshof Schwarzbier
## 101 Golden Pride
## 2251 King Crimson
## 477 Maduro Brown Ale
## 1131 DAB Export
## 3028 Schneider Weisse Tap 4 Wiesen Edel-Weisse
## 2142 Porter, Smoked
## 458 Tempelier
## 2766 Triple Bag
## 448 Madtown Nutbrown
## 135 Adnams SSB (Suffolk Special Bitter)
## 633 Perdition
## 2119 Smoked Porter
## 1959.1 Braumeister Pils
## 2975 Sun Block
## 2875 Reindeer's Revolt
## 1174 Obolon Oksamytove (Deep Velvet)
## 1864.1 Extra Pale Ale
## 1986 Mocha Porter
## 1745 Dead Horse Amber Ale
## 2025.1 Topless Wytch
## 1150 Barnburner Lager
## 1170 Super Bock Stout
## 1823 Rare Vos Amber Ale
## 2404 Skye Black
## 2429.1 Backyard Ale
## 2902 Maredsous 10 - Triple
## 2551 Planet Bean
## 2692 Old Rasputin
## 137 Honker's Ale
## 651 La Choulette De Noël
## 960.1 Heady Topper
## 1132 Flensburger Gold
## 2123 Benji's Chipotle Smoked Imperial Porter
## 1983 Vanilla Porter
## 2401 Java Mac
## 570 Derailed Black Cherry Cream Ale
## 1322 Zhujiang Beer
## 2534 Coffee Stout
## 473.1 North By Northwest Okanogan Black Ale
## 265 St. Victorious
## 851.1 The Audacity Of Hops
## 1401 Colt 45 High Gravity Lager
## 142 The Naughty Nurse
## 1870 Original Pale Ale
## 1358 Michelob Light
## 1328 Hapa Beer
## 149 Old Golden Hen
## 2381 Piper Down
## 2033 Porter
## 1539 Zeitgeist
## 1958 Almaza Pilsner Beer
## 1084 Michelob Honey Lager
## 2142.1 Porter, Smoked
## 2082 Anvil Porter
## 489.1 Rugged Trail Nut Brown Ale
## 116 ESB
## 114.1 Foster's Premium Ale
## 1512 Weiherer Rauch
## 1941 Krombacher Pils
## 2392 MacPelican's Scottish Style Ale
## 2846 BelzebuthBrasserie Grain d' Orge (Brasserie Jeanne d'Arc SA)
## 1928 Premium Pils (Premium Beer)
## 455 Rejection
## 2160 Pumpkinator
## 1364 Michelob Golden Draft Light
## 1933 Pilsner
## 1807 Moon Man No Coast Pale Ale
## 2352 Équinoxe Du Printemps
## 1985 Porter
## 2448 Rosso E Marrone
## 2553 Heart Of Darkness
## 2678 Earl Coffee Oatmeal Stout
## 1468 Dogtoberfest
## 784 Poor Richard's Tavern Spruce Ale
## 1045 Old Style
## 281 Primátor Double Bock Beer
## 2153 Ichabod Ale
## 1406 Crazy Stallion
## 1953 Flensburger Pilsener
## 763.1 Orion Southern Star
## 691 Bam Noire
## 1478 Copper Legend Octoberfest
## 1335.1 Moosbacher Kellerbier
## 2486 Tulach Leis
## 1563 The Raven Special Lager
## 448.1 Madtown Nutbrown
## 1615 Boon Oude Kriek Mariage Parfait
## 525 Mountain Goat Steam Ale
## 2437 Berliner Weisse
## 194 Samurai Ale
## 1953.1 Flensburger Pilsener
## 1066 Riverwest Stein Beer
## 86 Horn Dog
## 269 Doppel-Hirsch
## 2385 Red MacGregor
## 3048 Waterkeeper Hefeweizen
## 963 Fiddlehead IPA
## 1760 Spring Mild
## 791 Bison Organic Gingerbread Ale
## 1453 Samuel Adams OctoberfestBoston Beer Company (Samuel Adams)
## 1062 Lager
## 1651.1 Mort Subite Gueuze
## 796 Lemon Tea Ale
## 2749 Deliverance
## 1368.1 Miller Genuine Draft 64
## 752 Andromeda Heather Ale
## 1474 Warsteiner Premium Oktoberfest
## 2498 Yeti
## 772 Honkaku Karakuchi Mugi
## 3114 Clementine
## 581 Cosmic Cream Ale
## 2930.1 River Guide
## 2864 Adnams Broadside
## 1767 Fourth Dementia - Bourbon Barrel-Aged
## 2808 Brasserie Des Rocs Triple Impériale
## 3004.1 Dunkelweizen
## 1740 D'Artagnan Dark British Ale
## 1119 Jinx Proof
## 978 Danilo Okroshka Kvas
## 740 13th Century Grut Bier
## 1647 Gueuze Tilquin (Draught Version)
## 1612 Coolship Red
## 361.1 Huber Bock Beer
## 1323 Kirin Bar Beer
## 2607 Jamaica Stout
## 2899 Don De Dieu
## 932 Burton Baton
## 2279.1 Danny's Irish Style Red Ale
## 3097.1 1100 Wheat Wine
## 263 Weltenburger Kloster Asam-Bock
## 321.1 Maibock
## 2732 Moloko
## 3156 Samuel Adams Stony Brook Red (Barrel Room Collection)Boston Beer Company (Samuel Adams)
## 2313 Roggen
## 368 Christoffel Bokbier
## 2760 Fred From The Wood
## 1087 Trader Jose's Dark Lager
## 3032 Pyramid Hefeweizen
## 685 Surette Provision Saison
## 116.1 ESB
## 481 Cubano-Style Espresso Brown Ale
## 476.1 Nut Brown AleSamuel Smith Old Brewery (Tadcaster)
## 738 Grozet
## 695 Foret
## 2123.1 Benji's Chipotle Smoked Imperial Porter
## 2808.1 Brasserie Des Rocs Triple Impériale
## 359 Creemore Springs UrBock
## 1933.1 Pilsner
## 867.1 Snow Day Winter Ale
## 186 Summer Love
## 891 Brutal
## 2290 Erik The Red
## 2127.1 Leaning Chimney Porter
## 3131 Estrella Damm Inedit
## 3057 Royal Weisse
## 467 Leffe De Noël
## 480 Fat Squirrel Ale
## 1889.1 Country Pale Ale
## 2641 O'Reilly's Irish Stout
## 552.1 Green Chile Lager
## 1645.1 Coolship Resurgam
## 1455 Spaten Oktoberfestbier Ur-Märzen
## 976 Monastyrskiy Black Currant Kvas
## 2120 Smoked Porter
## 1219 Lech PremiumLech Browary Wielkopolski (SABMiller)
## 1507 Smoky MaryNew Orleans Lager & Ale Brewing Company (NOLA)
## 1135 Reutberger Export Hell
## 1709 Molson Exel
## 1757 Colón Rubia
## 27 Lighthouse Amber
## 3009 Dunkle Weizen
## 247.1 Viven Blond
## 2738 72 Imperial Chocolate Cream Stout
## 2000 Road Dog
## 1980 Epic Larger
## 3091 Misery
## 929 West Coast IPA
## 863 White Birch Hooksett Ale
## 125 Magnumus Ete Tomahawkus ESB³
## 3063.1 Old Chico Crystal Wheat
## 2457 Undressed
## 252.1 Salvator
## 1398 Labatt Max Ice
## 512 Brewer's Brown Ale
## 2391 Caledonian 80/-
## 1081.1 Starr Hill Jomo Lager
## 2696 Dark Lord Imperial Stout
## 2897 Tripel
## 380 Primus Weizenbock
## 884.2 Black Perle Dark India Pale Ale
## 2055 Zwet.Be
## 415 White Winter Brackett
## 2594 Dissent
## 132 Steel Wheels ESB
## 2759 Ale To The Chief
## 2314 Rye Halladay
## 1839 Saint's Devotion
## 2479 La Roja Du Kriek
## 1773 Adam From The Wood
## 712.1 Strawberry Lager
## 1725 Solidarity
## 58 Griffin's BowBoston Beer Company (Samuel Adams)
## 1298.1 Helles Belles
## 2752 Life and Limb
## 1424.1 Penn Dark
## 2990.1 Kapuziner Schwarz-Weizen
## 2473 Barriquée (Sour Version)
## 1380 Molson Canadian Light
## 1883 8th Street Pale Ale
## 2273 McSorley's Irish Pale Ale
## 598 La Trappe Dubbel (Koningshoeven / Dominus)
## 1004 Geary's Summer Ale
## 549 Chili Pepper Ale
## 596 Corsendonk Pater / Abbey Brown Ale
## 203 Gossamer Golden Ale
## 2950 Unfiltered Wheat
## 2710 Samuel Adams Imperial StoutBoston Beer Company (Samuel Adams)
## 2126 Viven Porter / Viven Smoked Porter
## 708 Autumn Maple
## 1908 Shiner 101 Czech Style Pilsner
## 2852.1 Southampton Grand Cru
## 1746 Mild Ale
## 1597 Saint Lamvinus
## 1945.1 Summer Pils
## 299.1 La Félix
## 2275 River Falls Red Ale
## 280 Lobotomy Bock
## 2921.1 Trippel
## 2082.1 Anvil Porter
## 1626 St. Louis Premium Framboise
## 787 Mandarin Nectar
## 1641 Girardin Gueuze 1882 (Black Label)
## 3009.1 Dunkle Weizen
## 1635 Gueuze 100% Lambic
## 974 Obolon Kwas Chlebowy
## 1528 Schwarzbier
## 193.1 India Pale Ale
## 425 Moose Drool Brown Ale
## 2702 Marshal Zhukov's Imperial Stout
## 401.2 Maximilian
## 1459 Festbier
## 2403 Beltaine Scottish Ale
## 1148 Hansa Export
## 227 Blond
## 1698.1 Hefe-Weissbier Alkoholfrei
## 1529 Dark Helmet
## 3020.1 Erdinger Weissbier (Hefe-Weizen)
## 494.2 Pig's Ear Brown Ale
## 3170.1 K-9 Winter Ale
## 334 Brinkley's Maibock
## 1369 Shiner Light Blonde
## 2952 UFO Hefeweizen
## 1454 Oktoberfest Märzen
## 2251.1 King Crimson
## 2607.1 Jamaica Stout
## 1540 LA-31 Bière Noire
## 2600 Foreign Export Stout
## 2509 Warlock
## 1982 Black Butte Porter
## 428.1 Wilco Tango Foxtrot
## 2331 Dock Street Rye IPA
## 2022 Sinebrychoff Porter
## 2764 Wailing Wench
## 1807.1 Moon Man No Coast Pale Ale
## 326 Andechser Bergbock Hell
## 2165.1 Dark O' The Moon
## 3019 Widmer Hefeweizen
## 179 Nelson Sauvignon (Nelson Sauvin Brut)
## 3049.1 Hefeweizen
## 3030 König Ludwig Weiss
## 3118.1 Blanche De Bruxelles / Manneken Pis Belgian White
## 3086 Anniversary Ale
## 246 Abbaye D'Aulne Blonde Des Pères (Sur Lie) 6°
## 3190 Special Holiday Ale
## 2871 Manchester Star AleJ.W. Lees & Co (Brewers) Ltd
## 945 Pliny The Younger
## 688 Helios (V Saison)
## 1938 Pils (Pilsner)
## 1283 Estrella Galicia Especial
## 902 Hitachino Nest Japanese Classic Ale
## 516.1 Anchor Steam Beer
## 481.1 Cubano-Style Espresso Brown Ale
## 599.2 Trappist Achel 8° Bruin
## 1655 Girardin Gueuze 1882 (White Label)
## 2726 Ivan The Terrible Imperial Stout - Barrel-Aged
## 2089 Dirty Old Man Imperial Rye Porter
## 806 Jai Alai IPA
## 756 Clear Sakura Beer
## 1942 Stiegl Pils
## 1496 Aecht Schlenkerla Rauchbier Weizen
## 893 Blackheart
## 2865 Extra Strong Vintage Ale
## 591 Abbey
## 3134 Wheat Ale
## 2085 Birth Of Tragedy
## 1581 P.J.W. Copper Lager
## 259.1 Liberator Doppelbock
## 469.1 Black Jack (Bourbon Barrel Aged)
## 2712 Sexual Chocolate
## 845 Hugh Malone
## 992 Calumet Queen
## 1528.1 Schwarzbier
## 743 Bog Water
## 917 Greene King IPA
## 1560 Saranac Season's Best - Nut Brown Lager
## 1522 Howl
## 2788 Monk's Blood
## 160 Arkell Best Bitter
## 1398.1 Labatt Max Ice
## 1852 Fleur De Lehigh
## 1562 Rusty Chain
## 1418 Warsteiner Premium Dunkel
## 724 Apricot Wheat
## 616.1 Big Bison Ale
## 2028.1 Smoked Baltic Porter
## 2671 Oatmeal Stout
## 1923 Pils
## 1455.1 Spaten Oktoberfestbier Ur-Märzen
## 1962 My Antonia
## 377.1 Erdinger Weissbier Pikantus
## 3021 DreamWeaver Wheat
## 1352 Bud Light Platinum
## 134 XX Bitch Creek
## 1771 Fourth Dementia (4D)
## 2367 Scotch Ale
## 1332 Buttenheimer Keller Bier
## 2165.2 Dark O' The Moon
## 779 Good Juju
## 441 Dos Perros
## 630 Avant Garde
## 222 Maredsous 6 - Blonde
## 1114.1 Alpine Glacier Lager
## 1135.1 Reutberger Export Hell
## 3010 Portsmouth Winter Weizen
## 3106 Witte Wheat Ale
## 2220 Avalanche Amber Ale
## 487 Boffo Brown Ale
## 2413 Hemel & Aarde
## 3122 Whirlwind Witbier
## 1015 Josephs Brau Summer Brew
## 664.1 Malmgård Jouluolut
## 340 Shiner Bock
## 2153.1 Ichabod Ale
## 1429 Pious Monk Dunkel
## 244 Ename Blond
## 2074 Rickard's Dark
## 326.1 Andechser Bergbock Hell
## 2303 Schremser Roggen Bier
## 1248.1 Special Brew
## 1727 Black Tusk Ale
## 2445 The Dissident
## 2368 Bancreagie Peated Scotch Ale
## 277.1 Winter Bock
## 1503 Rauchbier
## 800 Nor'Easter Lager
## 2144 Smoked Porter
## 400 Summer Haze Pale Weizenbock
## 2722 BBADL (Bourbon Barrel Aged Dark Lord Imperial Stout)
## 1581.1 P.J.W. Copper Lager
## 2477 Michael
## 1820 Goose Green Line Pale Ale
## 1423 Eastside Dark
## 986.1 Reissdorf Kölsch
## 1279 Longfin Lager
## 156 McNellie's Pub Ale
## 2829 Horny Devil
## 3050 Heinnieweisse Weissebier
## 2536 Chocolate Stout
## 2228 Captain Sig's Northwestern Ale
## 1305 Gulo Gulo I.P.L
## 1300 Neuschwansteiner
## 2031 Baltic Porter
## 2918 Final Absolution Trippel
## 2083 Victory At Sea - Coffee And Vanilla
## 1302 Hoponius Union
## 2310 Dunkelroggen
## 1666 Divina
## 187.1 Sweet Action
## 2403.1 Beltaine Scottish Ale
## 2054.1 Coffee Porter
## 2460 SoBro
## 1726.1 Tooheys Old
## 727.2 Bumble Berry Honey Blueberry Ale
## 2375 Winter Ale
## 3071 Hacker-Pschorr Kristall Weisse
## 510 Ring Neck Braun Ale
## 966 Monastyrskiy Kvas
## 2243.1 G'Knight
## 1 Amber
## 1986.1 Mocha Porter
## 1674.1 Lambiek De Cam
## 2835.1 Faithfull Ale
## 2982 Erdinger Weissbier Dunkel
## 1173 Sagres Cerveja Preta (Dark)
## 2618 Guinness Extra Stout (Original)
## 2478.1 La Roja - Grand Reserve
## 2092 Yin & Yang
## 3178 Never Summer Ale
## 2324 Samuel Adams Revolutionary Rye AleBoston Beer Company (Samuel Adams)
## 2008 TREAT (Imperial Chocolate Pumpkin Porter)
## 319 Blonde Double MaiBock
## 929.1 West Coast IPA
## 990 Full Circle
## 741 Posca Rustica
## 139 Bluebird Bitter
## 3010.1 Portsmouth Winter Weizen
## 1073 Rickard's Red
## 2321.1 Full Moon Pale Rye Ale
## 783 Ta Henket
## 3182.1 Christmas Ale
## 2107 Thirsty Trout Porter
## 2982.1 Erdinger Weissbier Dunkel
## 1664 Lambic
## 610 Benediction
## 2540 Captain Stout
## 243 Wendelinus Blonde
## 1220 Baltika #5 Gold
## 2948 Samuel Adams Summer AleBoston Beer Company (Samuel Adams)
## 2660 Oatmeal StoutSamuel Smith Old Brewery (Tadcaster)
## 1135.2 Reutberger Export Hell
## 493 Nut Brown Ale
## 2413.1 Hemel & Aarde
## 2155 Good Gourd Imperial Pumpkin Ale
## 528 Boston Common
## 2748 Mélange No. 3
## 1778 Ola Dubh Special Reserve 16
## 89 Bligh's Barleywine Ale
## 943 Pure Hoppiness
## 3034 Ebel's Weiss Beer
## 1532 S1nist0r Black Ale
## 3124.1 White
## 2751 Fred
## 2325 Six (#6)
## 1859 Summer Ale
## 376 Bavarian-Styled Doppel Weizen
## 3184 Holly Jolly Christmas Ale
## 1130 Shiner Fröst
## 485 Georgia Brown
## 524 Skjálfti
## 36 Sticke It To The Man
## 537 Chipotle Ale
## 1678 Oude Lambik
## 1728.1 Floppin' Crappie
## 876 Toxic Sludge
## 2922 Damnation Batch 23 (Oak Aged)
## 1328.1 Hapa Beer
## 840 A Little Sumpin' Wild
## 958 Hop JuJu
## 1819 Boat Beer
## 2120.1 Smoked Porter
## 157 Ruby Red Ale
## 2664 Beer Geek Breakfast
## 2829.1 Horny Devil
## 1240 Tennent's Super Strong Lager
## 149.1 Old Golden Hen
## 765 Helios Goya Dry
## 1794 Lights Out Holiday Ale
## 655 La Choulette Blonde
## 2977.1 Willy Vanilly
## 2958 Wailua Wheat
## 282 Icelandic DoppelbockEinstök Ölgerð (Einstök Beer Company)
## 2281 Amber Ale
## 665 Finlandia Strong Sahti
## 438 Bellaire Brown Ale
## 865 Back In Black
## 2572 Bonecrusher Stout
## 1758 Arran Sunset
## 1053 National Bohemian Beer
## 2690 Dark Star
## 2070 Black Wych
## 909 Hopnotic India Pale Ale
## 786 Jaw-Jacker
## 1135.3 Reutberger Export Hell
## 1875 Geary's Pale Ale
## 1352.1 Bud Light Platinum
## 1072 Wisconsin Amber
## 1057 Molson Ice
## 2507 Miles Davis' Bitches Brew
## 1696 Warsteiner Premium Fresh
## 785.1 Hitachino Nest Real Ginger Ale
## 1444.1 Organic Pinkus Jubilate
## 2523 Bourbon County Brand Vanilla Stout
## 3101 Hoegaarden Original White Ale
## 254 Samichlaus Classic Bier
## 445 Sweet Josie Brown Ale
## 1839.1 Saint's Devotion
## 3023 Hacker-Pschorr Hefe Weisse Naturtrüb
## 688.1 Helios (V Saison)
## 393 Weizenbock
## 2890 Centurion's Ghost Ale
## 1895 Mama's Little Yella Pils
## 3078 Zitronenweizen
## 3154 Maracaibo Especial
## 2368.1 Bancreagie Peated Scotch Ale
## 1549 Dos Equis Ambar
## 1813 Pale 31 California Pale Ale
## 2950.1 Unfiltered Wheat
## 797 Ginger Beard
## 1744 Ossian
## 989.1 Samuel Adams East-West KölschBoston Beer Company (Samuel Adams)
## 1436 Holzar-Bier
## 1655.1 Girardin Gueuze 1882 (White Label)
## 698 #9
## 1564 Jenny Lake Lager
## 44 Behemoth
## 1204 O.K. BeerBrowar Okocim S.A. (Carlsberg)
## 2172 Spooky Tooth Imperial Pumpkin
## 409.1 Portsmouth Killer B
## 1469 Oktoberfest
## 398 Yule Tide (2015+)
## 1735.1 After Dark
## 1554 Schell's FireBrick
## 526 Rio Grande Outlaw LagerSierra Blanca Brewing Company (Rio Grande)
## 1595 Kriek 100% Lambic
## 135.1 Adnams SSB (Suffolk Special Bitter)
## 3196 Fish Tale Winterfish
## 641.1 Les Bière Des Sans Culottes
## 3046 Trader Joe's Bavarian Style Hefeweizen
## 777.1 Midas Touch
## 176 West Bank Pub Ale
## 2528.1 Mean Old Tom
## 969 Nicola Traditional
## 1535 BREWtality - Espresso Black Bier
## 2098 Southampton Imperial Porter
## 2279.2 Danny's Irish Style Red Ale
## 3093.1 Vernal
## 807 Centennial IPA
## 2640 Cobblestone Stout
## 203.1 Gossamer Golden Ale
## 2578.1 Black Creek Stout
## 1904 Czech Style Pilsner
## 1743 Fat Belly Amber
## 3034.1 Ebel's Weiss Beer
## 2204 Box Of Chocolate
## 294 Granitbock Ice
## 1313.1 Sapporo Draft Beer
## 1685.1 O'Doul's Amber
## 1868 5 Barrel Pale Ale
## 310 Dundee Pale Bock Lager
## 2850 Melange A Trois - Reserve Series Aged In French Oak Chardonnay Barrels
## 229 Bink Blond
## 2668 B.O.R.I.S. Oatmeal Imperial Stout - Barrel-Aged
## 2367.1 Scotch Ale
## 1328.2 Hapa Beer
## 2861 Ubu Ale
## 2877.1 Wizard's Winter Ale
## 2707 Blackout Stout - Barrel-Aged
## 203.2 Gossamer Golden Ale
## 1387 Colt 45 Malt Liquor
## 2832.1 La Trappe Isid'or
## 2800.1 Gouden Carolus Classic
## 165 T.E.A. (Traditional English Ale)
## 2969 Jack Whacker Wheat Ale
## 201 Summer Ale
## 843 Chainbreaker White IPA
## 1549.1 Dos Equis Ambar
## 1418.1 Warsteiner Premium Dunkel
## 1335.2 Moosbacher Kellerbier
## 413 Hummingbird
## 2771 Raspberry Strong Ale
## 2522.1 Speedway Stout - Vietnamese Coffee
## 1260 Slavutich Mitzne
## 3095.1 Old Sol Wheatwine Ale
## 1907 Reality Czeck
## 1176 Yebisu Black Beer
## 1085 Ornery Amber
## 2507.1 Miles Davis' Bitches Brew
## 1632 Scarenbecca Kriek
## 883 Hop Noir
## 613 Brugse Zot Dubbel
## 32.1 Festivale
## 797.1 Ginger Beard
## 2334.1 Rye Pale Ale
## 3023.1 Hacker-Pschorr Hefe Weisse Naturtrüb
## 589 Trappistes Rochefort 6
## 1996 Dead Reckoning Porter
## 2009 Great Northern
## 418.1 Spring Braggot
## 577 Wild Night Honey Cream Ale
## 1520 Baba Black Lager
## 1208 Sapporo Reserve
## 2254 Extra Special Red
## 1105 Joe's Premium American Pilsner
## 2126.1 Viven Porter / Viven Smoked Porter
## 2864.1 Adnams Broadside
## 2257 Bone Warmer Imperial Amber Ale
## 819 Head Hunter
## 2195 Straffe Hendrik Quadrupel
## 478 Turbodog
## 1840.1 Bruegel Amber Ale
## 1878 Kentucky Ale
## 800.1 Nor'Easter Lager
## 1519.1 Shiner Bohemian Black Lager
## 1597.1 Saint Lamvinus
## 1348 Sam Adams LightBoston Beer Company (Samuel Adams)
## 2735 Too Cream Stout
## 2443 La Folie
## 1862 Denver Pale Ale
## 1866 Samuel Adams Pale AleBoston Beer Company (Samuel Adams)
## 1665 Tuverbol
## 1862.1 Denver Pale Ale
## 1863 Whale's Tale Pale Ale
## 2144.1 Smoked Porter
## 3144.1 Cable Car
## 2949 312 Urban Wheat
## 1532.1 S1nist0r Black Ale
## 911 El Guapo Agave IPA
## 1885 English Ale
## 273 Blonde Doppelbock
## 1501 Göller Rauchbier
## 1078 Sleeman Honey Brown Lager
## 1724 Cains Dark Mild
## 1352.2 Bud Light Platinum
## 2291.1 Celtic Ale
## 2598 Cazeau Tournay Noire
## 681 Opal
## 70 Big Worse
## 798 Red/White Christmas
## 1529.1 Dark Helmet
## 249 Pater Lieven Blond
## 2079 Busted Knuckle Ale
## 351.1 La Trappe Bockbier
## 1470 Beck's Oktoberfest
## 58.1 Griffin's BowBoston Beer Company (Samuel Adams)
## 1684 O'Doul's
## 96 Commander
## 3059 Honey Weiss
## 1002 Endless River
## 2294.2 Red Head Red Ale
## 1075.1 Red Oak Amber
## 963.1 Fiddlehead IPA
## 451 Noire De Chambly / Chambly Noire
## 2672 8 Ball Stout
## 2655 Friend Of An Irishman Stout
## 788 El Mole Ocho
## 2408.1 Ashtray Heart
## 1804.1 Mirror Pond Pale Ale
## 147 Long Haul Session Ale
## 2895 Tripel (White)
## 2856 Seigneuriale
## 2756 Eye of the Hawk
## 1339 Arcobräu Zwickl Lager
## 2496.1 CBS (Canadian Breakfast Stout)
## 1440.1 Saranac Lake Effect Lager
## 1539.1 Zeitgeist
## 742.1 Koyt
## 1171 Black Lager (Černé Pivo)
## 132.1 Steel Wheels ESB
## 871 Pitch Black IPA
## 2402 Bold Coast Pemaquid Ale
## 492.1 Brewhouse Brown Ale
## 1695 Drive
## 2232 Mermaid's Red Ale
## 2062 Geary's London Porter
## 581.1 Cosmic Cream Ale
## 2089.1 Dirty Old Man Imperial Rye Porter
## 1458 Hacker-Pschorr Oktoberfest Märzen
## 1222 Casablanca Beer
## 2955 Anchor Summer Beer
## 2659 Breakfast Stout
## 2527 Chicory Stout
## 1668 Boon Oude Lambic
## 2880.1 Extra Special Oak (ESO)
## 2243.2 G'Knight
## 2838 Reinaert Flemish Wild AleDe Proefbrouwerij (bvba Andelot)
## 2395.1 Black Douglas Ale
## 2481.1 Kriek Des Jacobins
## 2008.1 TREAT (Imperial Chocolate Pumpkin Porter)
## 2441.1 Berliner Weisse
## 2346 Wee Heavy
## 139.1 Bluebird Bitter
## 2391.1 Caledonian 80/-
## 310.1 Dundee Pale Bock Lager
## 2061 Publican Porter (Imperial London Porter)
## 10 Organic Münster Alt
## 2199.1 Urthel SamaranthDe Leyerth Brouwerijen (Urthel)
## 1551 Vienna Style Lager
## 2377.1 Railbender Ale
## 2694.1 Black Chocolate Stout
## 1044 Keystone IceCoors Brewing Company (Molson-Coors)
## 994 Sünner Kölsch
## 107 Harvest Ale
## 1332.1 Buttenheimer Keller Bier
## 3092 Devil's Heart Of Gold
## 1176.1 Yebisu Black Beer
## 1487 Oktoberfest
## 3119 Calabaza Blanca
## 2167 The Fear
## 2618.1 Guinness Extra Stout (Original)
## 3025 Hefeweizen
## 688.2 Helios (V Saison)
## 2963 Summer Ale
## 2850.1 Melange A Trois - Reserve Series Aged In French Oak Chardonnay Barrels
## 1295.1 Hacker-Pschorr Edelhell
## 183 Eisenbahn Lust
## 1824 Redemption
## 2944 Yin-Yang Witbier
## 2652 Celebration Stout
## 909.1 Hopnotic India Pale Ale
## 736 Alba Scots Pine Ale
## 3148 Bottleworks XII
## 1478.1 Copper Legend Octoberfest
## 1368.2 Miller Genuine Draft 64
## 2747 Samuel Adams UtopiasBoston Beer Company (Samuel Adams)
## 3061 Erdinger Weissbier Kristallklar
## 1757.1 Colón Rubia
## 1600.1 Lou Pepe - Framboise
## 337.1 Ramstein Maibock
## 2651 La Sang-d'encre
## 1973 Orange Blossom Pilsner² (Squared)
## 75 Holidale
## 417 Saku Mõdu
## 1698.2 Hefe-Weissbier Alkoholfrei
## 2467 La Roja
## 1525 Ugly Pug Black Lager
## 2918.1 Final Absolution Trippel
## 1963 Krampus
## 513 Geary's Autumn Ale
## 2847 It's Alive!
## 634 Bière De Mars
## 2318.1 Rye-on-Rye
## 2779.1 Raison D'Être
## 2702.1 Marshal Zhukov's Imperial Stout
## 2363 Ol' Red Cease & Desist Wee Heavy Ale
## 2628 Guinness Draught Extra Cold
## 3051 Brooklyner Weisse
## 133.2 Batemans XXXB
## 2050 People's Porter
## 711 Cerise
## 516.2 Anchor Steam Beer
## 2007 Saranac Black & Tan
## 2628.1 Guinness Draught Extra Cold
## 1597.2 Saint Lamvinus
## 77 Old Backus Barleywine
## 2386 Twisted Kilt Scotch Ale
## 1067 Vinyl
## 731 Pumpkin Lager
## 2372 Scottish Ale
## 1707 Einbecker Brauherren Non-Alcoholic
## 1163.1 Black Licorice Lager
## 2725 Rabid Duck
## 3189 Lions Winter Ale
## 14 Copperhead Ale
## 1314 Koshihikari Echigo Beer
## 2677 Oatis
## 3147 Riserva
## 1398.2 Labatt Max Ice
## 1843 Fatty Boombalatty
## 178 DeuS (Brut Des Flandres)
## 1990 Alpha Klaus Christmas (Xmas) Porter
## 2051 Washington's Porter
## 511 Bone Shaker Brown
## 815.1 Smuttynose IPA "Finest Kind"
## 1375 Kirin Light Beer
## 345.1 The Vixen Chocolate Chili BockBoston Beer Company (Samuel Adams)
## 2286 Scarlet Fire
## 38 ALTerior Motive
## 1944 SOS (Save Our Shore)
## 402 Weizenbock
## 1685.2 O'Doul's Amber
## 1013.1 Kolsch
## 309 John John Dead Guy Ale
## 2454 Madamin
## 2545.1 Irish Channel StoutNew Orleans Lager & Ale Brewing Company (NOLA)
## 3062 Tucher Kristall Weizen
## 2561 Bad King John
## 2069 Benchwarmer Porter
## 2532 Black Mocha Stout
## 1377 Shiner Light
## 645 Southampton Biere De Garde
## 1580 Fat Cat Lager
## 3175 Barrel Aged Brrrbon (Brothers' Reserve Series)
## 1799.1 Dale's Pale Ale
## 1724.1 Cains Dark Mild
## 73 Old Blarney Barleywine
## 92 Ridge Runner
## 2726.1 Ivan The Terrible Imperial Stout - Barrel-Aged
## 1178 Honey Brown Lager
## 2530 Aphrodisiaque
## 2317 Hop Rod Rye
## 2661 Wake-n-Bake Coffee Oatmeal Imperial Stout
## 2726.2 Ivan The Terrible Imperial Stout - Barrel-Aged
## 2469 Rodenbach Caractère Rouge
## 1061 Super Bock
## 1695.1 Drive
## 932.1 Burton Baton
## 1910 Josephs Brau PLZNR Czech-Style Lager
## 987 Gaffel Kölsch
## 542 Jalapeño Pepper Ale
## 2144.2 Smoked Porter
## 3082 Kristall Weizen
## 1183.1 Heineken Oud Bruin
## 1544.2 Miner Mishap
## 905 Naughty 90
## 1436.1 Holzar-Bier
## 1556 Special Amber
## 2601 Hakim Stout
## 2123.2 Benji's Chipotle Smoked Imperial Porter
## 2466.2 Red Poppy
## 528.1 Boston Common
## 603 Affligem Dubbel
## 3141 Juliet
## 3115.1 Double White Ale
## 1190 Kronenbourg 1664
## 1832.1 De Koninck APA (Antwaarpse Pale Ale)
## 610.1 Benediction
## 856 HopAnomaly - Reserve Series Aged In French Oak Chardonnay Barrels
## 2804 Grand Cru
## 586 Maudite
## 24.1 Mission Amber
## 34 Über Alt
## 1396 Haywards 5000 Super Premium Beer
## 2381.1 Piper Down
## 2038 Bourbon Barrel Aged Shaman's Porter
## 2047 Old Engine Oil Black Ale
## 1465 Shiner Märzen-Style Oktoberfest
## 1384.1 Mickey's
## 1813.1 Pale 31 California Pale Ale
## 1440.2 Saranac Lake Effect Lager
## 3010.2 Portsmouth Winter Weizen
## 2195.1 Straffe Hendrik Quadrupel
## 1404 Region Riot
## 2857 Kentucky Bourbon Barrel Ale
## 1422 Spaten Dunkel
## 1002.1 Endless River
## 1399 Country Club Malt Liquor
## 1948 Organic Ur Pils
## 2339 Skull Splitter
## 560.1 Chili Beer
## 1061.1 Super Bock
## 521 Village Reserve
## 1252 Cruzcampo Gran Reserva
## 687 Rabbid Rabbit
## 1359 Miller High Life Light
## 1494 Smoke & Dagger
## 331 Southampton May Bock
## 3149 Cascade Noyaux
## 2848 Malheur 10°
## 434 Pecan Ale
## 1542 Das Schwarze
## 682.2 Bam Bière
## 2624 Black Hawk Stout
## 197 Single Chair Golden Ale
## 2313.1 Roggen
## 1210 Jupiler
## 3171 4 Elf
## 356 Saranac Chocolate Lager
## 2966 Pineapple Mana Wheat
## 2250 Double Dread Imperial Red Ale
## 1642 Boon Oude Geuze Mariage Parfait
## 595 Pater 6
## 2225.1 Switchback Ale
## 2472 Ichtegem's Grand Cru
## 1754 Summer Ale
## 100 Wooden Hell
## 1448.1 Fearless Youth
## 2481.2 Kriek Des Jacobins
## 121 Bishops Finger
## 2059 Porter
## 1397 Schlitz High Gravity V.S.L Very Smooth LagerJOS. Schlitz Brewing Co. (Pabst)
## 2612 Foreign Export Stout
## 1033 Natural Ice
## 184 Šamp - Pivní Sekt
## 2990.2 Kapuziner Schwarz-Weizen
## 2254.1 Extra Special Red
## 2526 Stout
## 3104 White Rascal
## 2452 Cherry Oud Bruin
## 532.1 1888
## 2040 Grand Imperial Porter
## 1956 Simpler Times Pilsner
## 2724 Imperial Stout
## 2553.1 Heart Of Darkness
## 1239 Ceres Strong Ale ExportCeres Brewery (Royal Unibrew)
## 3071.1 Hacker-Pschorr Kristall Weisse
## 2230 Ambergeddon
## 3132 Half-E-Weizen
## 1887 Angler's Ale
## 1744.1 Ossian
## 2945 Red Wheat
## 514 Pub Brown Ale
## 2257.1 Bone Warmer Imperial Amber Ale
## 672.1 Sorachi Ace
## 2354 Wee Heavy Scotch Style Ale
## 379 Schneider Weisse Tap X Mein Nelson Sauvin
## 1523 Black Bavarian
## 2393 Lia Fail
## 3164 Winter Warmer
## 1596 Rosé De Gambrinus
## 748 Artemis
## 1296 Weltenburger Kloster Barock-Hell
## 1582.2 Tuborg Classic
## 923 Trinity IPA
## 2959 Montana Trout Slayer Wheat Ale
## 1771.1 Fourth Dementia (4D)
## 2313.2 Roggen
## 2429.2 Backyard Ale
## 772.1 Honkaku Karakuchi Mugi
## 1670 Jonge Lambik
## 346 St. Nikolaus Bock Bier
## 2297.1 Seamus' Irish Red Ale
## 1014 Angry Angel
## 3180 Winterbraun
## 2553.2 Heart Of Darkness
## 188 Big Wave Golden Ale
## 1211 James Boag's Premium Lager
## 363 Nero's 1st Century Double Dark Malt Ale
## 3077 Krystal Weizen
## 2647 Plain Porter
## 496.1 Nut Brown Ale
## 1030 Molson Canadian Lager
## 1139 Mariestads Export
## 234 La Binchoise Blonde TraditionBrasserie La Binchoise (Malterie des Remparts)
## 2888.2 Old Admiral
## 377.2 Erdinger Weissbier Pikantus
## 3170.2 K-9 Winter Ale
## 2160.1 Pumpkinator
## 2126.2 Viven Porter / Viven Smoked Porter
## 568 Carolina Blonde
## 3026 Dancing Man
## 2520 Ten FIDY - Bourbon Barrel Aged
## 666 Puhti IV B
## 2123.3 Benji's Chipotle Smoked Imperial Porter
## 2573 Martello Stout
## 1407 Camo Silver Ice
## 40 Olde School Barleywine
## 1591 Tilquin Faro
## 3093.2 Vernal
## 2617.1 Guinness Draught
## 757 Asahi Honnama Red
## 1233 Lobster Lovers Beer
## 1497 Aecht Schlenkerla Fastenbier (Lentbeer)
## 2254.2 Extra Special Red
## Style review_appearance
## 153 Bitter - English 3.600000
## 35 Altbier 4.238095
## 3145 Wild Ale 3.846154
## 1959 Pilsner - German 3.988636
## 2248 Red Ale - Imperial 4.132143
## 2342 Scotch Ale / Wee Heavy 3.806011
## 1685 Low Alcohol Beer 2.941176
## 2630 Stout - Irish Dry 3.898844
## 2920 Tripel 4.072052
## 1721 Mild Ale - English Dark 3.689024
## 1844 Pale Ale - Belgian 3.725000
## 3016 Wheat Beer - Hefeweizen 4.380363
## 2256 Red Ale - Imperial 4.227273
## 12 Altbier 4.333333
## 1042 Lager - Adjunct 2.750000
## 377 Bock - Weizenbock 3.951327
## 1735 Mild Ale - English Dark 3.818182
## 766 Happoshu 3.000000
## 1419 Lager - Munich Dunkel 3.861991
## 668 Farmhouse Ale - Saison 4.157831
## 1413 Lager - Malt Liquor 2.820000
## 2370 Scotch Ale / Wee Heavy 3.753623
## 578 Cream Ale 3.583333
## 1250 Lager - European Strong 3.086957
## 2366 Scotch Ale / Wee Heavy 3.891667
## 965 Kvass 3.653846
## 3020 Wheat Beer - Hefeweizen 3.704978
## 1946 Pilsner - German 3.496503
## 3115 Wheat Beer - Witbier 3.936860
## 212 Blonde Ale - American 3.473881
## 2415 Smoked Beer 3.806122
## 2609 Stout - Foreign / Export 4.222222
## 2705 Stout - Russian Imperial 3.500000
## 597 Dubbel 3.964126
## 573 Cream Ale 3.011029
## 3193 Winter Warmer 3.875000
## 2318 Rye Beer 4.167939
## 1544 Lager - Schwarzbier 3.711765
## 1880 Pale Ale - English 3.890351
## 3118 Wheat Beer - Witbier 3.815789
## 2638 Stout - Irish Dry 3.785714
## 1880.1 Pale Ale - English 3.890351
## 494 Brown Ale - English 3.699115
## 347 Bock - Traditional 3.671756
## 2471 Sour - Flanders Red Ale 4.120370
## 1950 Pilsner - German 3.760870
## 71 Barleywine - American 3.925926
## 2841 Strong Ale - Belgian Pale 4.029851
## 399 Bock - Weizenbock 3.256757
## 2252 Red Ale - Imperial 3.978571
## 2226 Red Ale - American Amber / Red 4.000000
## 2644 Stout - Irish Dry 4.089474
## 3192 Winter Warmer 3.727273
## 1251 Lager - European Strong 3.200000
## 2208 Quadrupel (Quad) 4.000000
## 473 Brown Ale - Belgian Dark 3.833333
## 1234 Lager - European Strong 3.260870
## 2225 Red Ale - American Amber / Red 3.514085
## 1925 Pilsner - German 3.891841
## 1124 Lager - European / Dortmunder Export 3.520000
## 2745 Strong Ale - American 3.955142
## 2906 Tripel 3.962054
## 3058 Wheat Beer - Kristallweizen 4.066451
## 1605 Lambic - Fruit 4.215847
## 476 Brown Ale - English 4.124905
## 486 Brown Ale - English 3.707424
## 505 Brown Ale - English 3.678261
## 1940 Pilsner - German 3.796943
## 997 Kölsch 3.410596
## 2820 Strong Ale - Belgian Pale 4.102747
## 1076 Lager - American Amber / Red 3.586207
## 2184 Quadrupel (Quad) 4.225055
## 230 Blonde Ale - Belgian 3.986486
## 215 Blonde Ale - American 3.357143
## 785 Herb and Spice Beer 3.701705
## 2785 Strong Ale - Belgian Dark 3.888971
## 292 Bock - Eisbock 3.776316
## 1017 Lager - Adjunct 2.516476
## 2545 Stout - American 4.259259
## 268 Bock - Doppelbock 3.833333
## 2832 Strong Ale - Belgian Pale 4.019553
## 931 IPA - Imperial 4.174785
## 1416 Lager - Malt Liquor 3.200000
## 409 Braggot 4.357143
## 428 Brown Ale - American 4.000839
## 1343 Lager - Kellerbier / Zwickelbier 4.288462
## 1645 Lambic - Gueuze 4.333333
## 763 Happoshu 2.500000
## 672 Farmhouse Ale - Saison 4.146505
## 2291 Red Ale - Irish 3.791667
## 1029 Lager - Adjunct 2.791139
## 1988 Porter - American 3.990608
## 3144 Wild Ale 4.164740
## 2761 Strong Ale - American 3.800699
## 1192 Lager - European Pale 3.014252
## 1238 Lager - European Strong 2.583333
## 624 Dubbel 3.656250
## 2967 Wheat Beer - American Pale 3.098485
## 1945 Pilsner - German 3.584615
## 2880 Strong Ale - English 4.000000
## 2103 Porter - Robust 4.158333
## 3095 Wheat Beer - Wheatwine 4.105263
## 2615 Stout - Foreign / Export 4.250000
## 233 Blonde Ale - Belgian 3.687500
## 2441 Sour - Berliner Weisse 3.861111
## 1667 Lambic - Traditional 3.833333
## 418 Braggot 4.000000
## 2701 Stout - Russian Imperial 4.295455
## 252 Bock - Doppelbock 3.904255
## 527 California Common / Steam Beer 4.000000
## 1439 Lager - Munich Dunkel 3.906250
## 2513 Stout - American Imperial 4.351667
## 1954 Pilsner - German 3.551948
## 470 Brown Ale - Belgian Dark 3.800000
## 694 Farmhouse Ale - Saison 4.195652
## 1998 Porter - American 4.068182
## 2433 Sour - Berliner Weisse 3.510129
## 983 Kvass 3.500000
## 1013 Kölsch 4.000000
## 1177 Lager - European Dark 3.818182
## 1614 Lambic - Fruit 3.936747
## 1258 Lager - European Strong 3.229167
## 815 IPA - American 4.051102
## 560 Chile Beer 3.666667
## 1265 Lager - European Strong 3.500000
## 2185 Quadrupel (Quad) 4.121771
## 335 Bock - Maibock 3.870370
## 2334 Rye Beer 3.500000
## 1248 Lager - European Strong 2.705882
## 2604 Stout - Foreign / Export 4.400000
## 416 Braggot 3.500000
## 2064 Porter - English 4.156250
## 3185 Winter Warmer 3.739535
## 2656 Stout - Irish Dry 3.956522
## 1275 Lager - Helles 3.833333
## 133 Bitter - English Extra Special / Strong Bitter (ESB) 3.919192
## 744 Gruit / Ancient Herbed Ale 3.911765
## 1383 Lager - Light 2.821429
## 2617 Stout - Irish Dry 4.197059
## 1382 Lager - Light 2.790000
## 1672 Lambic - Traditional 4.000000
## 1365 Lager - Light 2.437500
## 1308 Lager - Japanese Rice 2.874408
## 1077 Lager - American Amber / Red 3.418269
## 725 Fruit and Field Beer 3.635983
## 237 Blonde Ale - Belgian 3.735294
## 1952 Pilsner - German 3.685976
## 1137 Lager - European / Dortmunder Export 3.205882
## 2199 Quadrupel (Quad) 4.035714
## 928 IPA - Imperial 4.029799
## 2294 Red Ale - Irish 3.597826
## 2481 Sour - Flanders Red Ale 3.000000
## 3084 Wheat Beer - Wheatwine 4.113924
## 378 Bock - Weizenbock 3.985656
## 2294.1 Red Ale - Irish 3.597826
## 884 IPA - Black / Cascadian Dark Ale 3.900000
## 255 Bock - Doppelbock 3.998596
## 3013 Wheat Beer - Dunkelweizen 3.818182
## 727 Fruit and Field Beer 3.750000
## 968 Kvass 3.466667
## 2643 Stout - Irish Dry 3.889831
## 2478 Sour - Flanders Red Ale 3.957627
## 1833 Pale Ale - Belgian 3.738095
## 1569 Lager - Vienna 3.758621
## 2939 Wheat Beer - American Dark 3.200000
## 599 Dubbel 4.240947
## 2447 Sour - Flanders Oud Bruin 3.850000
## 2940 Wheat Beer - American Dark 3.642857
## 2156 Pumpkin Beer 3.933673
## 2455 Sour - Flanders Oud Bruin 4.029412
## 2658 Stout - Irish Dry 4.166667
## 1930 Pilsner - German 3.785178
## 1728 Mild Ale - English Dark 3.391304
## 2001 Porter - American 4.061772
## 607 Dubbel 4.167722
## 2476 Sour - Flanders Red Ale 4.060606
## 555 Chile Beer 3.750000
## 2442 Sour - Berliner Weisse 3.600000
## 1292 Lager - Helles 3.791667
## 1075 Lager - American Amber / Red 3.609195
## 32 Altbier 3.886364
## 2399 Scottish Ale 3.761905
## 706 Fruit and Field Beer 4.197270
## 1313 Lager - Japanese Rice 2.961240
## 1671 Lambic - Traditional 4.500000
## 2596 Stout - Foreign / Export 3.500000
## 2196 Quadrupel (Quad) 3.842912
## 933 IPA - Imperial 4.011168
## 3159 Winter Warmer 3.934971
## 1638 Lambic - Gueuze 4.247253
## 1924 Pilsner - German 3.952764
## 3053 Wheat Beer - Hefeweizen 4.054348
## 939 IPA - Imperial 3.916433
## 193 Blonde Ale - American 2.661355
## 1698 Low Alcohol Beer 3.700000
## 498 Brown Ale - English 3.611111
## 1076.1 Lager - American Amber / Red 3.586207
## 335.1 Bock - Maibock 3.870370
## 1368 Lager - Light 2.379147
## 2200 Quadrupel (Quad) 4.123077
## 1114 Lager - American 3.359281
## 67 Barleywine - American 4.153670
## 1603 Lambic - Fruit 3.831311
## 2911 Tripel 4.119658
## 670 Farmhouse Ale - Saison 4.263900
## 2953 Wheat Beer - American Pale 3.691332
## 472 Brown Ale - Belgian Dark 3.666667
## 324 Bock - Maibock 3.647059
## 1690 Low Alcohol Beer 3.640625
## 1237 Lager - European Strong 3.000000
## 1115 Lager - American 3.072727
## 2930 Wheat Beer - American Dark 3.900990
## 2697 Stout - Russian Imperial 4.543344
## 385 Bock - Weizenbock 3.956522
## 2913 Tripel 3.407233
## 1311 Lager - Japanese Rice 2.523810
## 557 Chile Beer 1.636364
## 1195 Lager - European Pale 2.919003
## 3116 Wheat Beer - Witbier 2.750000
## 1177.1 Lager - European Dark 3.818182
## 1519 Lager - Schwarzbier 3.659353
## 133.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.919192
## 2528 Stout - American 3.966667
## 2103.1 Porter - Robust 4.158333
## 1932 Pilsner - German 3.727134
## 304 Bock - Maibock 3.892122
## 1582 Lager - Vienna 2.928571
## 3177 Winter Warmer 3.885057
## 115 Bitter - English Extra Special / Strong Bitter (ESB) 3.906433
## 1864 Pale Ale - English 3.803398
## 1081 Lager - American Amber / Red 3.661905
## 72 Barleywine - American 3.986301
## 48 Barleywine - American 4.024182
## 1688 Low Alcohol Beer 2.991228
## 1726 Mild Ale - English Dark 3.500000
## 3097 Wheat Beer - Wheatwine 4.200000
## 1876 Pale Ale - English 3.875000
## 2852 Strong Ale - Belgian Pale 4.218531
## 1298 Lager - Helles 4.000000
## 181 Bière de Champagne / Bière Brut 4.194444
## 1467 Lager - Märzen / Oktoberfest 3.833333
## 919 IPA - English 3.803571
## 2872 Strong Ale - English 3.821429
## 2321 Rye Beer 3.761667
## 2396 Scottish Ale 3.615385
## 2694 Stout - Russian Imperial 4.293829
## 2970 Wheat Beer - American Pale 2.811475
## 804 IPA - American 4.225167
## 2268 Red Ale - Irish 3.627451
## 2054 Porter - English 3.839385
## 1424 Lager - Munich Dunkel 3.888889
## 3093 Wheat Beer - Wheatwine 4.150000
## 414 Braggot 4.100000
## 3063 Wheat Beer - Kristallweizen 3.666667
## 169 Bitter - English 3.866667
## 384 Bock - Weizenbock 4.250000
## 3018 Wheat Beer - Hefeweizen 4.121053
## 989 Kölsch 3.716867
## 344 Bock - Traditional 3.882838
## 2175 Quadrupel (Quad) 4.362201
## 2921 Tripel 3.810680
## 1704 Low Alcohol Beer 4.000000
## 563 Cream Ale 3.082569
## 1301 Lager - Helles 2.980000
## 2614 Stout - Foreign / Export 3.642857
## 3155 Wild Ale 3.692308
## 1594 Lambic - Fruit 4.095238
## 2494 Stout - American Imperial 4.256579
## 66 Barleywine - American 3.845238
## 2181 Quadrupel (Quad) 4.087896
## 516 California Common / Steam Beer 3.921804
## 2954 Wheat Beer - American Pale 3.227882
## 2926 Tripel 3.940000
## 552 Chile Beer 3.000000
## 1821 Pale Ale - American 3.960674
## 870 IPA - Black / Cascadian Dark Ale 4.131263
## 641 Farmhouse Ale - Bière de Garde 4.026882
## 1371 Lager - Light 2.604938
## 189 Blonde Ale - American 3.713376
## 2208.1 Quadrupel (Quad) 4.000000
## 2461 Sour - Flanders Oud Bruin 3.771429
## 1524 Lager - Schwarzbier 4.056657
## 2977 Wheat Beer - American Pale 3.458333
## 1180 Lager - European Dark 4.000000
## 3081 Wheat Beer - Kristallweizen 3.500000
## 330 Bock - Maibock 3.739130
## 466 Brown Ale - Belgian Dark 3.694444
## 2466 Sour - Flanders Red Ale 3.535714
## 1163 Lager - European Dark 3.950820
## 2794 Strong Ale - Belgian Dark 4.272727
## 2201 Quadrupel (Quad) 4.035294
## 406 Braggot 3.900000
## 1390 Lager - Malt Liquor 2.968750
## 2028 Porter - Baltic 3.828829
## 63 Barleywine - American 3.967290
## 2791 Strong Ale - Belgian Dark 4.185300
## 2494.1 Stout - American Imperial 4.256579
## 2779 Strong Ale - Belgian Dark 3.752934
## 54 Barleywine - American 4.101719
## 1297 Lager - Helles 3.500000
## 163 Bitter - English 3.779221
## 3170 Winter Warmer 3.616314
## 2356 Scotch Ale / Wee Heavy 3.951807
## 742 Gruit / Ancient Herbed Ale 3.902439
## 494.1 Brown Ale - English 3.699115
## 1619 Lambic - Fruit 4.007143
## 1787 Old Ale 3.781481
## 2500 Stout - American Imperial 4.375000
## 523 California Common / Steam Beer 3.750000
## 532 California Common / Steam Beer 3.750000
## 1452 Lager - Munich Dunkel 3.473684
## 2844 Strong Ale - Belgian Pale 3.924603
## 948 IPA - Imperial 4.123867
## 1706 Low Alcohol Beer 4.000000
## 2336 Scotch Ale / Wee Heavy 3.965686
## 1182 Lager - European Dark 3.340000
## 3173 Winter Warmer 3.746154
## 401 Bock - Weizenbock 4.500000
## 110 Bitter - English Extra Special / Strong Bitter (ESB) 3.982213
## 374 Bock - Weizenbock 4.146233
## 664 Farmhouse Ale - Sahti 3.500000
## 1410 Lager - Malt Liquor 2.846154
## 3049 Wheat Beer - Hefeweizen 3.825893
## 2429 Smoked Beer 3.583333
## 2309 Rye Beer - Roggenbier 4.250000
## 1203 Lager - European Pale 3.098592
## 750 Gruit / Ancient Herbed Ale 3.000000
## 2514 Stout - American Imperial 4.080189
## 1814 Pale Ale - American 3.954955
## 1731 Mild Ale - English Dark 3.615385
## 1172 Lager - European Dark 3.462963
## 1916 Pilsner - Bohemian / Czech 3.628000
## 1796 Old Ale 3.472222
## 1183 Lager - European Dark 3.394737
## 348 Bock - Traditional 3.546296
## 1094 Lager - American Amber / Red 3.603175
## 1434 Lager - Munich Dunkel 3.937500
## 2733 Stout - Sweet / Milk 4.500000
## 1281 Lager - Helles 3.473684
## 277 Bock - Doppelbock 3.838095
## 1479 Lager - Märzen / Oktoberfest 3.574074
## 1574 Lager - Vienna 3.500000
## 1804 Pale Ale - American 3.881368
## 1881 Pale Ale - English 3.623333
## 1093 Lager - American Amber / Red 3.875000
## 2422 Smoked Beer 3.541667
## 2663 Stout - Oatmeal 3.934713
## 267 Bock - Doppelbock 3.752809
## 2280 Red Ale - Irish 3.884615
## 2395 Scottish Ale 4.100000
## 1288 Lager - Helles 3.568182
## 97 Barleywine - English 3.949612
## 2159 Pumpkin Beer 3.710938
## 1488 Lager - Märzen / Oktoberfest 3.522727
## 2798 Strong Ale - Belgian Dark 3.986441
## 1120 Lager - European / Dortmunder Export 3.460294
## 343 Bock - Traditional 3.833333
## 28 Altbier 4.216667
## 251 Bock - Doppelbock 3.922547
## 2356.1 Scotch Ale / Wee Heavy 3.951807
## 2221 Red Ale - American Amber / Red 3.958955
## 953 IPA - Imperial 4.120074
## 851 IPA - Belgian 4.085366
## 1384 Lager - Malt Liquor 2.772727
## 1971 Pilsner - Imperial 4.044643
## 1763 Old Ale 3.947368
## 2408 Smoked Beer 4.023810
## 2188 Quadrupel (Quad) 4.250000
## 3159.1 Winter Warmer 3.934971
## 258 Bock - Doppelbock 3.735782
## 983.1 Kvass 3.500000
## 1706.1 Low Alcohol Beer 4.000000
## 2830 Strong Ale - Belgian Pale 4.114754
## 1091 Lager - American Amber / Red 3.545455
## 3181 Winter Warmer 4.023810
## 2792 Strong Ale - Belgian Dark 4.206667
## 2370.1 Scotch Ale / Wee Heavy 3.753623
## 1633 Lambic - Fruit 3.891129
## 2488 Sour - Gose 3.855263
## 2196.1 Quadrupel (Quad) 3.842912
## 2377 Scottish Ale 3.594276
## 2118 Porter - Robust 4.083333
## 271 Bock - Doppelbock 3.903409
## 3081.1 Wheat Beer - Kristallweizen 3.500000
## 2591 Stout - Foreign / Export 4.000000
## 2633 Stout - Irish Dry 4.002732
## 2449 Sour - Flanders Oud Bruin 3.772727
## 2939.1 Wheat Beer - American Dark 3.200000
## 2863 Strong Ale - English 3.975610
## 1272 Lager - Helles 3.418462
## 699 Fruit and Field Beer 3.514002
## 489 Brown Ale - English 3.765351
## 208 Blonde Ale - American 3.117021
## 812 IPA - American 4.286885
## 3094 Wheat Beer - Wheatwine 3.833333
## 1335 Lager - Kellerbier / Zwickelbier 3.495283
## 299 Bock - Eisbock 3.750000
## 1849 Pale Ale - Belgian 3.862500
## 3129 Wheat Beer - Witbier 3.604651
## 2741 Stout - Sweet / Milk 4.177119
## 2933 Wheat Beer - American Dark 4.000000
## 43 Barleywine - American 4.075772
## 1038 Lager - Adjunct 2.789157
## 2466.1 Sour - Flanders Red Ale 3.535714
## 2170 Pumpkin Beer 3.752669
## 2516 Stout - American Imperial 4.266393
## 1106 Lager - American 3.120690
## 496 Brown Ale - English 3.742188
## 1582.1 Lager - Vienna 2.928571
## 1518 Lager - Schwarzbier 4.041007
## 858 IPA - Belgian 4.000000
## 682 Farmhouse Ale - Saison 4.138686
## 2623 Stout - Irish Dry 4.275578
## 2821 Strong Ale - Belgian Pale 3.811144
## 1995 Porter - American 3.444915
## 536 Chile Beer 3.651659
## 1180.1 Lager - European Dark 4.000000
## 1142 Lager - European / Dortmunder Export 3.450000
## 2349 Scotch Ale / Wee Heavy 4.146667
## 2615.1 Stout - Foreign / Export 4.250000
## 1278 Lager - Helles 3.620000
## 867 IPA - Black / Cascadian Dark Ale 4.002294
## 2670 Stout - Oatmeal 4.297222
## 143 Bitter - English 3.852941
## 944 IPA - Imperial 3.971579
## 276 Bock - Doppelbock 3.760870
## 126 Bitter - English Extra Special / Strong Bitter (ESB) 4.007299
## 1216 Lager - European Pale 3.281250
## 383 Bock - Weizenbock 4.081250
## 907 IPA - English 3.605978
## 2783 Strong Ale - Belgian Dark 4.072251
## 2212 Red Ale - American Amber / Red 4.164894
## 212.1 Blonde Ale - American 3.473881
## 1799 Pale Ale - American 3.949100
## 191 Blonde Ale - American 3.471576
## 2277 Red Ale - Irish 3.848485
## 884.1 IPA - Black / Cascadian Dark Ale 3.900000
## 433 Brown Ale - American 3.620968
## 2877 Strong Ale - English 3.744898
## 483 Brown Ale - English 3.699430
## 1674 Lambic - Traditional 3.000000
## 202 Blonde Ale - American 3.806818
## 2279 Red Ale - Irish 3.621849
## 599.1 Dubbel 4.240947
## 198 Blonde Ale - American 3.376923
## 259 Bock - Doppelbock 4.236842
## 2512 Stout - American Imperial 4.100000
## 820 IPA - American 4.114583
## 636 Farmhouse Ale - Bière de Garde 3.810000
## 268.1 Bock - Doppelbock 3.833333
## 1223 Lager - European Pale 3.043478
## 111 Bitter - English Extra Special / Strong Bitter (ESB) 3.770083
## 1544.1 Lager - Schwarzbier 3.711765
## 1080 Lager - American Amber / Red 3.453704
## 523.1 California Common / Steam Beer 3.750000
## 2500.1 Stout - American Imperial 4.375000
## 2821.1 Strong Ale - Belgian Pale 3.811144
## 2243 Red Ale - Imperial 4.097061
## 321 Bock - Maibock 3.604651
## 2991 Wheat Beer - Dunkelweizen 3.750000
## 2538 Stout - American 3.758964
## 759 Happoshu 1.571429
## 1889 Pale Ale - English 3.710227
## 1008 Kölsch 3.875000
## 1939 Pilsner - German 3.946377
## 2497 Stout - American Imperial 4.304445
## 1461 Lager - Märzen / Oktoberfest 3.347007
## 1703 Low Alcohol Beer 3.500000
## 114 Bitter - English Extra Special / Strong Bitter (ESB) 3.387097
## 1295 Lager - Helles 3.585271
## 860 IPA - Belgian 3.960000
## 3128 Wheat Beer - Witbier 2.810345
## 982 Kvass 3.000000
## 1693 Low Alcohol Beer 2.705882
## 1708 Low Alcohol Beer 2.583333
## 3085 Wheat Beer - Wheatwine 4.000000
## 1391 Lager - Malt Liquor 2.535211
## 195 Blonde Ale - American 3.852601
## 5 Altbier 3.973958
## 408 Braggot 3.750000
## 2533 Stout - American 3.688732
## 112 Bitter - English Extra Special / Strong Bitter (ESB) 4.193966
## 1515 Lager - Rauchbier 3.500000
## 1445 Lager - Munich Dunkel 3.325581
## 1316 Lager - Japanese Rice 3.111111
## 702 Fruit and Field Beer 3.895695
## 960 IPA - New England 4.163113
## 3133 Wheat Beer - Witbier 3.800781
## 616 Dubbel 3.750000
## 2307 Rye Beer - Roggenbier 4.090909
## 1971.1 Pilsner - Imperial 4.044643
## 351 Bock - Traditional 4.256944
## 808 IPA - American 3.766667
## 2364 Scotch Ale / Wee Heavy 3.714286
## 2456 Sour - Flanders Oud Bruin 3.711111
## 187 Blonde Ale - American 3.917883
## 597.1 Dubbel 3.964126
## 2578 Stout - English 3.727273
## 2772 Strong Ale - American 3.666667
## 24 Altbier 3.735294
## 2727 Stout - Sweet / Milk 3.804399
## 3143 Wild Ale 3.937126
## 345 Bock - Traditional 3.900000
## 1701 Low Alcohol Beer 2.968750
## 2099 Porter - Imperial 4.000000
## 1841 Pale Ale - Belgian 3.481928
## 1112 Lager - American 3.680233
## 2729 Stout - Sweet / Milk 3.917742
## 2326 Rye Beer 3.959677
## 1608 Lambic - Fruit 3.682796
## 2023 Porter - Baltic 3.843612
## 2541 Stout - American 4.209677
## 1779 Old Ale 3.630872
## 175 Bitter - English 3.907895
## 2049 Porter - English 3.979681
## 362 Bock - Traditional 3.736111
## 2990 Wheat Beer - Dunkelweizen 4.041667
## 2684 Stout - Oatmeal 3.964286
## 192 Blonde Ale - American 3.454545
## 1261 Lager - European Strong 3.225000
## 1129 Lager - European / Dortmunder Export 3.396341
## 2645 Stout - Irish Dry 3.937500
## 1432 Lager - Munich Dunkel 3.702899
## 1822 Pale Ale - Belgian 4.364513
## 2512.1 Stout - American Imperial 4.100000
## 361 Bock - Traditional 3.452830
## 3089 Wheat Beer - Wheatwine 4.014423
## 54.1 Barleywine - American 4.101719
## 1991 Porter - American 3.790070
## 3004 Wheat Beer - Dunkelweizen 4.171429
## 2522 Stout - American Imperial 4.375000
## 2158 Pumpkin Beer 3.570248
## 1177.2 Lager - European Dark 3.818182
## 2071 Porter - English 3.850000
## 1845 Pale Ale - Belgian 3.627778
## 2611 Stout - Foreign / Export 4.166667
## 1620 Lambic - Fruit 3.641176
## 2127 Porter - Smoked 4.000000
## 2139 Porter - Smoked 4.000000
## 2237 Red Ale - American Amber / Red 3.849785
## 2109 Porter - Robust 4.043860
## 2839 Strong Ale - Belgian Pale 3.643590
## 3052 Wheat Beer - Hefeweizen 3.830317
## 1934 Pilsner - German 3.556842
## 1227 Lager - European Strong 3.114815
## 3089.1 Wheat Beer - Wheatwine 4.014423
## 2380 Scottish Ale 4.067757
## 1832 Pale Ale - Belgian 3.676349
## 780 Herb and Spice Beer 3.739437
## 986 Kölsch 3.787938
## 1585 Lambic - Faro 3.548611
## 2888 Strong Ale - English 3.652174
## 699.1 Fruit and Field Beer 3.514002
## 2734 Stout - Sweet / Milk 3.908353
## 167 Bitter - English 3.949153
## 1840 Pale Ale - Belgian 3.755556
## 777 Herb and Spice Beer 3.700977
## 835 IPA - American 3.823045
## 3182 Winter Warmer 3.928571
## 1772 Old Ale 3.934622
## 1218 Lager - European Pale 2.830275
## 2247 Red Ale - Imperial 4.136364
## 1483 Lager - Märzen / Oktoberfest 3.600877
## 1021 Lager - Adjunct 2.992729
## 2957 Wheat Beer - American Pale 3.464211
## 1213 Lager - European Pale 3.154321
## 953.1 IPA - Imperial 4.120074
## 119 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 1731.1 Mild Ale - English Dark 3.615385
## 997.1 Kölsch 3.410596
## 1681 Lambic - Traditional 4.500000
## 559 Chile Beer 3.041667
## 2821.2 Strong Ale - Belgian Pale 3.811144
## 727.1 Fruit and Field Beer 3.750000
## 1262 Lager - European Strong 3.333333
## 239 Blonde Ale - Belgian 3.875000
## 652 Farmhouse Ale - Bière de Garde 3.787879
## 802 IPA - American 3.966061
## 2278 Red Ale - Irish 3.743902
## 3173.1 Winter Warmer 3.746154
## 2595 Stout - Foreign / Export 4.055556
## 948.1 IPA - Imperial 4.123867
## 2496 Stout - American Imperial 4.457614
## 208.1 Blonde Ale - American 3.117021
## 1344 Lager - Light 2.011521
## 3168 Winter Warmer 3.725610
## 2835 Strong Ale - Belgian Pale 3.632143
## 2853 Strong Ale - Belgian Pale 3.934911
## 2888.1 Strong Ale - English 3.652174
## 352 Bock - Traditional 3.693548
## 1444 Lager - Munich Dunkel 3.868056
## 2036 Porter - Baltic 4.306931
## 1440 Lager - Munich Dunkel 3.766234
## 617 Dubbel 4.027273
## 682.1 Farmhouse Ale - Saison 4.138686
## 762 Happoshu 3.666667
## 2175.1 Quadrupel (Quad) 4.362201
## 1742 Mild Ale - English Dark 3.636364
## 2474 Sour - Flanders Red Ale 3.997475
## 492 Brown Ale - English 3.656109
## 2025 Porter - Baltic 4.113208
## 801 IPA - American 4.000000
## 1142.1 Lager - European / Dortmunder Export 3.450000
## 1434.1 Lager - Munich Dunkel 3.937500
## 896 IPA - English 3.716578
## 2932 Wheat Beer - American Dark 3.916667
## 1704.1 Low Alcohol Beer 4.000000
## 440 Brown Ale - American 3.988055
## 1600 Lambic - Fruit 4.153846
## 2789 Strong Ale - Belgian Dark 4.161400
## 1113 Lager - American 3.051724
## 2806 Strong Ale - Belgian Dark 4.085366
## 1110 Lager - American 3.714286
## 2662 Stout - Oatmeal 4.340064
## 401.1 Bock - Weizenbock 4.500000
## 2165 Pumpkin Beer 3.806818
## 1929 Pilsner - German 3.922156
## 2566 Stout - English 3.785714
## 2941 Wheat Beer - American Dark 4.000000
## 1010 Kölsch 3.689189
## 2935 Wheat Beer - American Dark 3.421053
## 2400 Scottish Ale 3.600000
## 712 Fruit and Field Beer 3.413669
## 2630.1 Stout - Irish Dry 3.898844
## 420 Brett Beer 4.110638
## 2635 Stout - Irish Dry 3.750000
## 337 Bock - Maibock 4.058824
## 233.1 Blonde Ale - Belgian 3.687500
## 1310 Lager - Japanese Rice 2.893333
## 874 IPA - Black / Cascadian Dark Ale 3.666667
## 2157 Pumpkin Beer 3.000812
## 2800 Strong Ale - Belgian Dark 4.073795
## 1289 Lager - Helles 3.888000
## 2297 Red Ale - Irish 3.884615
## 954 IPA - Imperial 4.174825
## 1940.1 Pilsner - German 3.796943
## 2151 Pumpkin Beer 3.863014
## 1688.1 Low Alcohol Beer 2.991228
## 2967.1 Wheat Beer - American Pale 3.098485
## 1495 Lager - Rauchbier 3.841743
## 1111 Lager - American 3.065789
## 2870 Strong Ale - English 3.669421
## 85 Barleywine - English 4.119617
## 1524.1 Lager - Schwarzbier 4.056657
## 169.1 Bitter - English 3.866667
## 714 Fruit and Field Beer 2.909524
## 621 Dubbel 4.026316
## 1651 Lambic - Gueuze 3.745455
## 826 IPA - American 4.002200
## 1448 Lager - Munich Dunkel 4.500000
## 3124 Wheat Beer - Witbier 3.291262
## 2005 Porter - American 3.464789
## 1160 Lager - European Dark 4.153153
## 1394 Lager - Malt Liquor 2.723404
## 1347 Lager - Light 1.827916
## 3094.1 Wheat Beer - Wheatwine 3.833333
## 469 Brown Ale - Belgian Dark 3.866667
## 324.1 Bock - Maibock 3.647059
## 2874 Strong Ale - English 3.625000
## 247 Blonde Ale - Belgian 3.500000
## 1477 Lager - Märzen / Oktoberfest 3.907258
## 1293 Lager - Helles 3.423077
## 2736 Stout - Sweet / Milk 3.891534
## 1857 Pale Ale - English 3.858124
## 1524.2 Lager - Schwarzbier 4.056657
## 101 Barleywine - English 4.083333
## 2251 Red Ale - Imperial 4.119048
## 477 Brown Ale - English 3.922727
## 1131 Lager - European / Dortmunder Export 3.928571
## 3028 Wheat Beer - Hefeweizen 3.914557
## 2142 Porter - Smoked 4.400000
## 458 Brown Ale - Belgian Dark 3.777778
## 2766 Strong Ale - American 3.801282
## 448 Brown Ale - American 3.765625
## 135 Bitter - English Extra Special / Strong Bitter (ESB) 3.921429
## 633 Farmhouse Ale - Bière de Garde 4.055556
## 2119 Porter - Smoked 4.153987
## 1959.1 Pilsner - German 3.988636
## 2975 Wheat Beer - American Pale 3.854167
## 2875 Strong Ale - English 3.712121
## 1174 Lager - European Dark 3.710526
## 1864.1 Pale Ale - English 3.803398
## 1986 Porter - American 4.047214
## 1745 Mild Ale - English Pale 3.314815
## 2025.1 Porter - Baltic 4.113208
## 1150 Lager - European / Dortmunder Export 3.625000
## 1170 Lager - European Dark 3.461538
## 1823 Pale Ale - Belgian 4.126407
## 2404 Scottish Ale 3.911765
## 2429.1 Smoked Beer 3.583333
## 2902 Tripel 4.116883
## 2551 Stout - American 4.118812
## 2692 Stout - Russian Imperial 4.395349
## 137 Bitter - English 3.768966
## 651 Farmhouse Ale - Bière de Garde 3.877049
## 960.1 IPA - New England 4.163113
## 1132 Lager - European / Dortmunder Export 3.641509
## 2123 Porter - Smoked 3.933333
## 1983 Porter - American 3.604423
## 2401 Scottish Ale 3.875000
## 570 Cream Ale 3.428571
## 1322 Lager - Japanese Rice 2.357143
## 2534 Stout - American 3.914894
## 473.1 Brown Ale - Belgian Dark 3.833333
## 265 Bock - Doppelbock 3.921958
## 851.1 IPA - Belgian 4.085366
## 1401 Lager - Malt Liquor 3.232143
## 142 Bitter - English 3.551724
## 1870 Pale Ale - English 3.214559
## 1358 Lager - Light 2.458333
## 1328 Lager - Japanese Rice 3.000000
## 149 Bitter - English 3.333333
## 2381 Scottish Ale 3.875000
## 2033 Porter - Baltic 3.541667
## 1539 Lager - Schwarzbier 3.708333
## 1958 Pilsner - German 3.114679
## 1084 Lager - American Amber / Red 3.092357
## 2142.1 Porter - Smoked 4.400000
## 2082 Porter - English 3.761905
## 489.1 Brown Ale - English 3.765351
## 116 Bitter - English Extra Special / Strong Bitter (ESB) 3.785714
## 114.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.387097
## 1512 Lager - Rauchbier 3.730769
## 1941 Pilsner - German 3.588889
## 2392 Scottish Ale 3.642857
## 2846 Strong Ale - Belgian Pale 3.634276
## 1928 Pilsner - German 3.430014
## 455 Brown Ale - Belgian Dark 4.051020
## 2160 Pumpkin Beer 4.027027
## 1364 Lager - Light 2.350575
## 1933 Pilsner - German 3.724265
## 1807 Pale Ale - American 3.987847
## 2352 Scotch Ale / Wee Heavy 3.769444
## 1985 Porter - American 4.047486
## 2448 Sour - Flanders Oud Bruin 3.790698
## 2553 Stout - English 4.072519
## 2678 Stout - Oatmeal 4.258065
## 1468 Lager - Märzen / Oktoberfest 3.685484
## 784 Herb and Spice Beer 3.818792
## 1045 Lager - Adjunct 2.864943
## 281 Bock - Doppelbock 3.848684
## 2153 Pumpkin Beer 3.536446
## 1406 Lager - Malt Liquor 2.984375
## 1953 Pilsner - German 3.675258
## 763.1 Happoshu 2.500000
## 691 Farmhouse Ale - Saison 4.060662
## 1478 Lager - Märzen / Oktoberfest 3.333333
## 1335.1 Lager - Kellerbier / Zwickelbier 3.495283
## 2486 Sour - Flanders Red Ale 3.750000
## 1563 Lager - Vienna 3.387097
## 448.1 Brown Ale - American 3.765625
## 1615 Lambic - Fruit 4.213235
## 525 California Common / Steam Beer 3.452381
## 2437 Sour - Berliner Weisse 3.664557
## 194 Blonde Ale - American 3.578462
## 1953.1 Pilsner - German 3.675258
## 1066 Lager - American Amber / Red 3.854701
## 86 Barleywine - English 3.845026
## 269 Bock - Doppelbock 3.677885
## 2385 Scottish Ale 4.021739
## 3048 Wheat Beer - Hefeweizen 3.946429
## 963 IPA - New England 4.000000
## 1760 Mild Ale - English Pale 3.666667
## 791 Herb and Spice Beer 3.730088
## 1453 Lager - Märzen / Oktoberfest 3.799525
## 1062 Lager - American Amber / Red 3.891916
## 1651.1 Lambic - Gueuze 3.745455
## 796 Herb and Spice Beer 3.383333
## 2749 Strong Ale - American 3.992188
## 1368.1 Lager - Light 2.379147
## 752 Gruit / Ancient Herbed Ale 3.583333
## 1474 Lager - Märzen / Oktoberfest 3.300000
## 2498 Stout - American Imperial 4.267442
## 772 Happoshu 3.000000
## 3114 Wheat Beer - Witbier 3.854839
## 581 Cream Ale 3.171053
## 2930.1 Wheat Beer - American Dark 3.900990
## 2864 Strong Ale - English 4.015789
## 1767 Old Ale 3.941919
## 2808 Strong Ale - Belgian Dark 4.042553
## 3004.1 Wheat Beer - Dunkelweizen 4.171429
## 1740 Mild Ale - English Dark 3.888889
## 1119 Lager - European / Dortmunder Export 3.674419
## 978 Kvass 3.500000
## 740 Gruit / Ancient Herbed Ale 3.578512
## 1647 Lambic - Gueuze 3.824324
## 1612 Lambic - Fruit 4.214286
## 361.1 Bock - Traditional 3.452830
## 1323 Lager - Japanese Rice 2.750000
## 2607 Stout - Foreign / Export 3.750000
## 2899 Tripel 3.946624
## 932 IPA - Imperial 4.147838
## 2279.1 Red Ale - Irish 3.621849
## 3097.1 Wheat Beer - Wheatwine 4.200000
## 263 Bock - Doppelbock 4.098859
## 321.1 Bock - Maibock 3.604651
## 2732 Stout - Sweet / Milk 4.026055
## 3156 Wild Ale 3.886139
## 2313 Rye Beer - Roggenbier 3.500000
## 368 Bock - Traditional 3.404762
## 2760 Strong Ale - American 4.117647
## 1087 Lager - American Amber / Red 3.586207
## 3032 Wheat Beer - Hefeweizen 3.306763
## 685 Farmhouse Ale - Saison 4.000000
## 116.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.785714
## 481 Brown Ale - English 3.906915
## 476.1 Brown Ale - English 4.124905
## 738 Gruit / Ancient Herbed Ale 3.404531
## 695 Farmhouse Ale - Saison 4.176960
## 2123.1 Porter - Smoked 3.933333
## 2808.1 Strong Ale - Belgian Dark 4.042553
## 359 Bock - Traditional 3.647436
## 1933.1 Pilsner - German 3.724265
## 867.1 IPA - Black / Cascadian Dark Ale 4.002294
## 186 Blonde Ale - American 3.824121
## 891 IPA - English 4.017806
## 2290 Red Ale - Irish 3.725000
## 2127.1 Porter - Smoked 4.000000
## 3131 Wheat Beer - Witbier 3.693548
## 3057 Wheat Beer - Hefeweizen 3.906832
## 467 Brown Ale - Belgian Dark 3.937500
## 480 Brown Ale - English 3.742888
## 1889.1 Pale Ale - English 3.710227
## 2641 Stout - Irish Dry 4.252688
## 552.1 Chile Beer 3.000000
## 1645.1 Lambic - Gueuze 4.333333
## 1455 Lager - Märzen / Oktoberfest 3.671978
## 976 Kvass 3.600000
## 2120 Porter - Smoked 4.123768
## 1219 Lager - European Pale 3.237288
## 1507 Lager - Rauchbier 4.071429
## 1135 Lager - European / Dortmunder Export 3.782051
## 1709 Low Alcohol Beer 3.055556
## 1757 Mild Ale - English Pale 3.166667
## 27 Altbier 4.000000
## 3009 Wheat Beer - Dunkelweizen 3.615385
## 247.1 Blonde Ale - Belgian 3.500000
## 2738 Stout - Sweet / Milk 3.884615
## 2000 Porter - American 3.647059
## 1980 Pilsner - Imperial 3.500000
## 3091 Wheat Beer - Wheatwine 3.818182
## 929 IPA - Imperial 4.110031
## 863 IPA - Belgian 4.106383
## 125 Bitter - English Extra Special / Strong Bitter (ESB) 3.913043
## 3063.1 Wheat Beer - Kristallweizen 3.666667
## 2457 Sour - Flanders Oud Bruin 3.846154
## 252.1 Bock - Doppelbock 3.904255
## 1398 Lager - Malt Liquor 3.050000
## 512 Brown Ale - English 3.686957
## 2391 Scottish Ale 3.803030
## 1081.1 Lager - American Amber / Red 3.661905
## 2696 Stout - Russian Imperial 4.407517
## 2897 Tripel 4.163295
## 380 Bock - Weizenbock 4.011905
## 884.2 IPA - Black / Cascadian Dark Ale 3.900000
## 2055 Porter - English 4.050000
## 415 Braggot 3.750000
## 2594 Stout - Foreign / Export 4.000000
## 132 Bitter - English Extra Special / Strong Bitter (ESB) 4.500000
## 2759 Strong Ale - American 4.104439
## 2314 Rye Beer - Roggenbier 3.750000
## 1839 Pale Ale - Belgian 4.058824
## 2479 Sour - Flanders Red Ale 4.000000
## 1773 Old Ale 4.175000
## 712.1 Fruit and Field Beer 3.413669
## 1725 Mild Ale - English Dark 3.950000
## 58 Barleywine - American 3.833333
## 1298.1 Lager - Helles 4.000000
## 2752 Strong Ale - American 4.114243
## 1424.1 Lager - Munich Dunkel 3.888889
## 2990.1 Wheat Beer - Dunkelweizen 4.041667
## 2473 Sour - Flanders Red Ale 3.855634
## 1380 Lager - Light 2.750000
## 1883 Pale Ale - English 3.701299
## 2273 Red Ale - Irish 3.446429
## 598 Dubbel 3.934722
## 1004 Kölsch 3.668675
## 549 Chile Beer 3.529412
## 596 Dubbel 4.116788
## 203 Blonde Ale - American 3.775510
## 2950 Wheat Beer - American Pale 3.430769
## 2710 Stout - Russian Imperial 4.164583
## 2126 Porter - Smoked 4.200000
## 708 Fruit and Field Beer 3.767981
## 1908 Pilsner - Bohemian / Czech 3.740000
## 2852.1 Strong Ale - Belgian Pale 4.218531
## 1746 Mild Ale - English Pale 3.000000
## 1597 Lambic - Fruit 4.282369
## 1945.1 Pilsner - German 3.584615
## 299.1 Bock - Eisbock 3.750000
## 2275 Red Ale - Irish 3.675439
## 280 Bock - Doppelbock 3.357955
## 2921.1 Tripel 3.810680
## 2082.1 Porter - English 3.761905
## 1626 Lambic - Fruit 3.743243
## 787 Herb and Spice Beer 3.664286
## 1641 Lambic - Gueuze 4.176407
## 3009.1 Wheat Beer - Dunkelweizen 3.615385
## 1635 Lambic - Gueuze 4.126506
## 974 Kvass 3.071429
## 1528 Lager - Schwarzbier 4.029412
## 193.1 Blonde Ale - American 2.661355
## 425 Brown Ale - American 3.803050
## 2702 Stout - Russian Imperial 4.325949
## 401.2 Bock - Weizenbock 4.500000
## 1459 Lager - Märzen / Oktoberfest 3.529197
## 2403 Scottish Ale 3.700000
## 1148 Lager - European / Dortmunder Export 3.481481
## 227 Blonde Ale - Belgian 3.941489
## 1698.1 Low Alcohol Beer 3.700000
## 1529 Lager - Schwarzbier 3.900000
## 3020.1 Wheat Beer - Hefeweizen 3.704978
## 494.2 Brown Ale - English 3.699115
## 3170.1 Winter Warmer 3.616314
## 334 Bock - Maibock 3.666667
## 1369 Lager - Light 2.875000
## 2952 Wheat Beer - American Pale 3.578203
## 1454 Lager - Märzen / Oktoberfest 3.822628
## 2251.1 Red Ale - Imperial 4.119048
## 2607.1 Stout - Foreign / Export 3.750000
## 1540 Lager - Schwarzbier 3.500000
## 2600 Stout - Foreign / Export 3.951923
## 2509 Stout - American Imperial 4.125000
## 1982 Porter - American 4.061303
## 428.1 Brown Ale - American 4.000839
## 2331 Rye Beer 4.137500
## 2022 Porter - Baltic 4.339442
## 2764 Strong Ale - American 4.170530
## 1807.1 Pale Ale - American 3.987847
## 326 Bock - Maibock 3.780000
## 2165.1 Pumpkin Beer 3.806818
## 3019 Wheat Beer - Hefeweizen 3.450863
## 179 Bière de Champagne / Bière Brut 4.111111
## 3049.1 Wheat Beer - Hefeweizen 3.825893
## 3030 Wheat Beer - Hefeweizen 3.250000
## 3118.1 Wheat Beer - Witbier 3.815789
## 3086 Wheat Beer - Wheatwine 3.970395
## 246 Blonde Ale - Belgian 3.558824
## 3190 Winter Warmer 4.062500
## 2871 Strong Ale - English 3.932584
## 945 IPA - Imperial 4.482787
## 688 Farmhouse Ale - Saison 3.949541
## 1938 Pilsner - German 3.618421
## 1283 Lager - Helles 3.155844
## 902 IPA - English 3.886139
## 516.1 California Common / Steam Beer 3.921804
## 481.1 Brown Ale - English 3.906915
## 599.2 Dubbel 4.240947
## 1655 Lambic - Gueuze 4.016129
## 2726 Stout - Russian Imperial 4.318408
## 2089 Porter - Imperial 4.006369
## 806 IPA - American 4.121726
## 756 Happoshu 2.250000
## 1942 Pilsner - German 3.632653
## 1496 Lager - Rauchbier 3.947447
## 893 IPA - English 4.096491
## 2865 Strong Ale - English 3.544922
## 591 Dubbel 4.057812
## 3134 Wheat Beer - Witbier 3.496000
## 2085 Porter - Imperial 3.965517
## 1581 Lager - Vienna 3.750000
## 259.1 Bock - Doppelbock 4.236842
## 469.1 Brown Ale - Belgian Dark 3.866667
## 2712 Stout - Russian Imperial 4.260388
## 845 IPA - Belgian 4.085973
## 992 Kölsch 3.725000
## 1528.1 Lager - Schwarzbier 4.029412
## 743 Gruit / Ancient Herbed Ale 3.475000
## 917 IPA - English 3.525862
## 1560 Lager - Vienna 3.698895
## 1522 Lager - Schwarzbier 3.829457
## 2788 Strong Ale - Belgian Dark 3.892183
## 160 Bitter - English 3.710145
## 1398.1 Lager - Malt Liquor 3.050000
## 1852 Pale Ale - Belgian 3.557143
## 1562 Lager - Vienna 3.562500
## 1418 Lager - Munich Dunkel 3.572650
## 724 Fruit and Field Beer 3.159292
## 616.1 Dubbel 3.750000
## 2028.1 Porter - Baltic 3.828829
## 2671 Stout - Oatmeal 4.402778
## 1923 Pilsner - Bohemian / Czech 3.833333
## 1455.1 Lager - Märzen / Oktoberfest 3.671978
## 1962 Pilsner - Imperial 4.200704
## 377.1 Bock - Weizenbock 3.951327
## 3021 Wheat Beer - Hefeweizen 3.704464
## 1352 Lager - Light 2.500000
## 134 Bitter - English Extra Special / Strong Bitter (ESB) 4.068182
## 1771 Old Ale 4.118384
## 2367 Scotch Ale / Wee Heavy 3.674528
## 1332 Lager - Kellerbier / Zwickelbier 3.808176
## 2165.2 Pumpkin Beer 3.806818
## 779 Herb and Spice Beer 3.461905
## 441 Brown Ale - American 3.557692
## 630 Farmhouse Ale - Bière de Garde 3.900000
## 222 Blonde Ale - Belgian 4.071856
## 1114.1 Lager - American 3.359281
## 1135.1 Lager - European / Dortmunder Export 3.782051
## 3010 Wheat Beer - Dunkelweizen 4.041667
## 3106 Wheat Beer - Witbier 3.799392
## 2220 Red Ale - American Amber / Red 3.403061
## 487 Brown Ale - English 3.776000
## 2413 Smoked Beer 4.275000
## 3122 Wheat Beer - Witbier 3.524085
## 1015 Kölsch 3.287234
## 664.1 Farmhouse Ale - Sahti 3.500000
## 340 Bock - Traditional 3.229759
## 2153.1 Pumpkin Beer 3.536446
## 1429 Lager - Munich Dunkel 3.590909
## 244 Blonde Ale - Belgian 3.700000
## 2074 Porter - English 3.135135
## 326.1 Bock - Maibock 3.780000
## 2303 Rye Beer - Roggenbier 3.928571
## 1248.1 Lager - European Strong 2.705882
## 1727 Mild Ale - English Dark 3.619048
## 2445 Sour - Flanders Oud Bruin 4.083095
## 2368 Scotch Ale / Wee Heavy 3.645161
## 277.1 Bock - Doppelbock 3.838095
## 1503 Lager - Rauchbier 4.050000
## 800 Herb and Spice Beer 3.663636
## 2144 Porter - Smoked 3.772727
## 400 Bock - Weizenbock 4.166667
## 2722 Stout - Russian Imperial 4.457746
## 1581.1 Lager - Vienna 3.750000
## 2477 Sour - Flanders Red Ale 3.861538
## 1820 Pale Ale - American 3.678571
## 1423 Lager - Munich Dunkel 3.716216
## 986.1 Kölsch 3.787938
## 1279 Lager - Helles 3.583333
## 156 Bitter - English 3.862069
## 2829 Strong Ale - Belgian Pale 3.851667
## 3050 Wheat Beer - Hefeweizen 3.531100
## 2536 Stout - American 3.751208
## 2228 Red Ale - American Amber / Red 4.027523
## 1305 Lager - India Pale Lager (IPL) 3.750000
## 1300 Lager - Helles 3.401042
## 2031 Porter - Baltic 4.104167
## 2918 Tripel 3.821637
## 2083 Porter - Imperial 4.287335
## 1302 Lager - India Pale Lager (IPL) 4.136364
## 2310 Rye Beer - Roggenbier 3.214286
## 1666 Lambic - Traditional 3.625000
## 187.1 Blonde Ale - American 3.917883
## 2403.1 Scottish Ale 3.700000
## 2054.1 Porter - English 3.839385
## 2460 Sour - Flanders Oud Bruin 3.500000
## 1726.1 Mild Ale - English Dark 3.500000
## 727.2 Fruit and Field Beer 3.750000
## 2375 Scottish Ale 3.771951
## 3071 Wheat Beer - Kristallweizen 3.965517
## 510 Brown Ale - English 3.785714
## 966 Kvass 2.937500
## 2243.1 Red Ale - Imperial 4.097061
## 1 Altbier 3.636821
## 1986.1 Porter - American 4.047214
## 1674.1 Lambic - Traditional 3.000000
## 2835.1 Strong Ale - Belgian Pale 3.632143
## 2982 Wheat Beer - Dunkelweizen 3.934015
## 1173 Lager - European Dark 3.680000
## 2618 Stout - Irish Dry 4.108518
## 2478.1 Sour - Flanders Red Ale 3.957627
## 2092 Porter - Imperial 3.892157
## 3178 Winter Warmer 3.812312
## 2324 Rye Beer 3.849372
## 2008 Porter - American 4.020270
## 319 Bock - Maibock 3.911429
## 929.1 IPA - Imperial 4.110031
## 990 Kölsch 3.529126
## 741 Gruit / Ancient Herbed Ale 4.041667
## 139 Bitter - English 3.806985
## 3010.1 Wheat Beer - Dunkelweizen 4.041667
## 1073 Lager - American Amber / Red 3.479021
## 2321.1 Rye Beer 3.761667
## 783 Herb and Spice Beer 3.490385
## 3182.1 Winter Warmer 3.928571
## 2107 Porter - Robust 4.000000
## 2982.1 Wheat Beer - Dunkelweizen 3.934015
## 1664 Lambic - Traditional 3.942308
## 610 Dubbel 3.880000
## 2540 Stout - American 3.926471
## 243 Blonde Ale - Belgian 3.533333
## 1220 Lager - European Pale 2.900000
## 2948 Wheat Beer - American Pale 3.519776
## 2660 Stout - Oatmeal 4.250864
## 1135.2 Lager - European / Dortmunder Export 3.782051
## 493 Brown Ale - English 3.597368
## 2413.1 Smoked Beer 4.275000
## 2155 Pumpkin Beer 4.000000
## 528 California Common / Steam Beer 3.666667
## 2748 Strong Ale - American 4.063636
## 1778 Old Ale 4.071429
## 89 Barleywine - English 4.070000
## 943 IPA - Imperial 4.216578
## 3034 Wheat Beer - Hefeweizen 3.629412
## 1532 Lager - Schwarzbier 3.806452
## 3124.1 Wheat Beer - Witbier 3.291262
## 2751 Strong Ale - American 4.168547
## 2325 Rye Beer 4.009804
## 1859 Pale Ale - English 3.573491
## 376 Bock - Weizenbock 3.794248
## 3184 Winter Warmer 3.875000
## 1130 Lager - European / Dortmunder Export 3.907407
## 485 Brown Ale - English 3.502577
## 524 California Common / Steam Beer 3.812500
## 36 Altbier 3.621212
## 537 Chile Beer 3.732436
## 1678 Lambic - Traditional 4.000000
## 1728.1 Mild Ale - English Dark 3.391304
## 876 IPA - Black / Cascadian Dark Ale 4.054945
## 2922 Tripel 4.219072
## 1328.1 Lager - Japanese Rice 3.000000
## 840 IPA - Belgian 4.088626
## 958 IPA - Imperial 4.083333
## 1819 Pale Ale - American 3.944444
## 2120.1 Porter - Smoked 4.123768
## 157 Bitter - English 3.756410
## 2664 Stout - Oatmeal 4.385214
## 2829.1 Strong Ale - Belgian Pale 3.851667
## 1240 Lager - European Strong 2.870968
## 149.1 Bitter - English 3.333333
## 765 Happoshu 4.000000
## 1794 Old Ale 3.729167
## 655 Farmhouse Ale - Bière de Garde 3.776786
## 2977.1 Wheat Beer - American Pale 3.458333
## 2958 Wheat Beer - American Pale 3.251524
## 282 Bock - Doppelbock 3.500000
## 2281 Red Ale - Irish 3.635417
## 665 Farmhouse Ale - Sahti 4.000000
## 438 Brown Ale - American 3.789216
## 865 IPA - Black / Cascadian Dark Ale 4.024462
## 2572 Stout - English 3.884615
## 1758 Mild Ale - English Pale 3.400000
## 1053 Lager - Adjunct 2.798969
## 2690 Stout - Oatmeal 3.500000
## 2070 Porter - English 3.922222
## 909 IPA - English 3.548387
## 786 Herb and Spice Beer 3.479839
## 1135.3 Lager - European / Dortmunder Export 3.782051
## 1875 Pale Ale - English 3.666667
## 1352.1 Lager - Light 2.500000
## 1072 Lager - American Amber / Red 3.728395
## 1057 Lager - Adjunct 2.812883
## 2507 Stout - American Imperial 4.243842
## 1696 Low Alcohol Beer 2.661290
## 785.1 Herb and Spice Beer 3.701705
## 1444.1 Lager - Munich Dunkel 3.868056
## 2523 Stout - American Imperial 4.147059
## 3101 Wheat Beer - Witbier 3.866707
## 254 Bock - Doppelbock 3.876356
## 445 Brown Ale - American 3.892857
## 1839.1 Pale Ale - Belgian 4.058824
## 3023 Wheat Beer - Hefeweizen 4.106838
## 688.1 Farmhouse Ale - Saison 3.949541
## 393 Bock - Weizenbock 4.097561
## 2890 Strong Ale - English 3.750000
## 1895 Pilsner - Bohemian / Czech 3.709945
## 3078 Wheat Beer - Kristallweizen 4.000000
## 3154 Wild Ale 4.126984
## 2368.1 Scotch Ale / Wee Heavy 3.645161
## 1549 Lager - Vienna 3.279326
## 1813 Pale Ale - American 3.748596
## 2950.1 Wheat Beer - American Pale 3.430769
## 797 Herb and Spice Beer 3.500000
## 1744 Mild Ale - English Pale 3.765152
## 989.1 Kölsch 3.716867
## 1436 Lager - Munich Dunkel 3.675532
## 1655.1 Lambic - Gueuze 4.016129
## 698 Fruit and Field Beer 3.501040
## 1564 Lager - Vienna 3.796053
## 44 Barleywine - American 4.123272
## 1204 Lager - European Pale 3.458580
## 2172 Pumpkin Beer 3.625000
## 409.1 Braggot 4.357143
## 1469 Lager - Märzen / Oktoberfest 3.586957
## 398 Bock - Weizenbock 3.761905
## 1735.1 Mild Ale - English Dark 3.818182
## 1554 Lager - Vienna 3.769767
## 526 California Common / Steam Beer 3.230769
## 1595 Lambic - Fruit 4.157303
## 135.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.921429
## 3196 Winter Warmer 3.885057
## 641.1 Farmhouse Ale - Bière de Garde 4.026882
## 3046 Wheat Beer - Hefeweizen 3.708092
## 777.1 Herb and Spice Beer 3.700977
## 176 Bitter - English 3.888889
## 2528.1 Stout - American 3.966667
## 969 Kvass 3.350000
## 1535 Lager - Schwarzbier 4.086957
## 2098 Porter - Imperial 3.777778
## 2279.2 Red Ale - Irish 3.621849
## 3093.1 Wheat Beer - Wheatwine 4.150000
## 807 IPA - American 4.056272
## 2640 Stout - Irish Dry 4.296296
## 203.1 Blonde Ale - American 3.775510
## 2578.1 Stout - English 3.727273
## 1904 Pilsner - Bohemian / Czech 3.685000
## 1743 Mild Ale - English Dark 3.500000
## 3034.1 Wheat Beer - Hefeweizen 3.629412
## 2204 Quadrupel (Quad) 4.015625
## 294 Bock - Eisbock 3.500000
## 1313.1 Lager - Japanese Rice 2.961240
## 1685.1 Low Alcohol Beer 2.941176
## 1868 Pale Ale - English 3.885593
## 310 Bock - Maibock 3.528369
## 2850 Strong Ale - Belgian Pale 4.302083
## 229 Blonde Ale - Belgian 3.835443
## 2668 Stout - Oatmeal 4.073418
## 2367.1 Scotch Ale / Wee Heavy 3.674528
## 1328.2 Lager - Japanese Rice 3.000000
## 2861 Strong Ale - English 3.886364
## 2877.1 Strong Ale - English 3.744898
## 2707 Stout - Russian Imperial 4.125468
## 203.2 Blonde Ale - American 3.775510
## 1387 Lager - Malt Liquor 2.577236
## 2832.1 Strong Ale - Belgian Pale 4.019553
## 2800.1 Strong Ale - Belgian Dark 4.073795
## 165 Bitter - English 3.564103
## 2969 Wheat Beer - American Pale 3.402326
## 201 Blonde Ale - American 3.473451
## 843 IPA - Belgian 3.500000
## 1549.1 Lager - Vienna 3.279326
## 1418.1 Lager - Munich Dunkel 3.572650
## 1335.2 Lager - Kellerbier / Zwickelbier 3.495283
## 413 Braggot 4.000000
## 2771 Strong Ale - American 3.968750
## 2522.1 Stout - American Imperial 4.375000
## 1260 Lager - European Strong 3.160714
## 3095.1 Wheat Beer - Wheatwine 4.105263
## 1907 Pilsner - Bohemian / Czech 4.190840
## 1176 Lager - European Dark 3.642857
## 1085 Lager - American Amber / Red 3.346369
## 2507.1 Stout - American Imperial 4.243842
## 1632 Lambic - Fruit 3.767442
## 883 IPA - Black / Cascadian Dark Ale 4.169014
## 613 Dubbel 4.000000
## 32.1 Altbier 3.886364
## 797.1 Herb and Spice Beer 3.500000
## 2334.1 Rye Beer 3.500000
## 3023.1 Wheat Beer - Hefeweizen 4.106838
## 589 Dubbel 4.067497
## 1996 Porter - American 3.940239
## 2009 Porter - American 3.977273
## 418.1 Braggot 4.000000
## 577 Cream Ale 3.656250
## 1520 Lager - Schwarzbier 3.900000
## 1208 Lager - European Pale 3.453125
## 2254 Red Ale - Imperial 4.125000
## 1105 Lager - American 3.767296
## 2126.1 Porter - Smoked 4.200000
## 2864.1 Strong Ale - English 4.015789
## 2257 Red Ale - Imperial 3.333333
## 819 IPA - American 4.049020
## 2195 Quadrupel (Quad) 4.212766
## 478 Brown Ale - English 3.836374
## 1840.1 Pale Ale - Belgian 3.755556
## 1878 Pale Ale - English 3.431818
## 800.1 Herb and Spice Beer 3.663636
## 1519.1 Lager - Schwarzbier 3.659353
## 1597.1 Lambic - Fruit 4.282369
## 1348 Lager - Light 3.559424
## 2735 Stout - Sweet / Milk 3.907051
## 2443 Sour - Flanders Oud Bruin 4.065246
## 1862 Pale Ale - English 3.815443
## 1866 Pale Ale - English 3.565428
## 1665 Lambic - Traditional 3.923913
## 1862.1 Pale Ale - English 3.815443
## 1863 Pale Ale - English 3.794915
## 2144.1 Porter - Smoked 3.772727
## 3144.1 Wild Ale 4.164740
## 2949 Wheat Beer - American Pale 3.490698
## 1532.1 Lager - Schwarzbier 3.806452
## 911 IPA - English 3.500000
## 1885 Pale Ale - English 3.543182
## 273 Bock - Doppelbock 3.760417
## 1501 Lager - Rauchbier 3.791667
## 1078 Lager - American Amber / Red 3.327068
## 1724 Mild Ale - English Dark 3.950000
## 1352.2 Lager - Light 2.500000
## 2291.1 Red Ale - Irish 3.791667
## 2598 Stout - Foreign / Export 4.089744
## 681 Farmhouse Ale - Saison 4.375000
## 70 Barleywine - American 3.622010
## 798 Herb and Spice Beer 4.308824
## 1529.1 Lager - Schwarzbier 3.900000
## 249 Blonde Ale - Belgian 3.687500
## 2079 Porter - English 4.000000
## 351.1 Bock - Traditional 4.256944
## 1470 Lager - Märzen / Oktoberfest 3.598504
## 58.1 Barleywine - American 3.833333
## 1684 Low Alcohol Beer 2.489209
## 96 Barleywine - English 3.821429
## 3059 Wheat Beer - Kristallweizen 3.001111
## 1002 Kölsch 3.796610
## 2294.2 Red Ale - Irish 3.597826
## 1075.1 Lager - American Amber / Red 3.609195
## 963.1 IPA - New England 4.000000
## 451 Brown Ale - Belgian Dark 3.872075
## 2672 Stout - Oatmeal 3.955789
## 2655 Stout - Irish Dry 3.141509
## 788 Herb and Spice Beer 3.645299
## 2408.1 Smoked Beer 4.023810
## 1804.1 Pale Ale - American 3.881368
## 147 Bitter - English 3.784722
## 2895 Tripel 4.165284
## 2856 Strong Ale - Belgian Pale 3.927632
## 2756 Strong Ale - American 3.629587
## 1339 Lager - Kellerbier / Zwickelbier 3.891304
## 2496.1 Stout - American Imperial 4.457614
## 1440.1 Lager - Munich Dunkel 3.766234
## 1539.1 Lager - Schwarzbier 3.708333
## 742.1 Gruit / Ancient Herbed Ale 3.902439
## 1171 Lager - European Dark 3.916667
## 132.1 Bitter - English Extra Special / Strong Bitter (ESB) 4.500000
## 871 IPA - Black / Cascadian Dark Ale 3.965863
## 2402 Scottish Ale 3.880000
## 492.1 Brown Ale - English 3.656109
## 1695 Low Alcohol Beer 3.105263
## 2232 Red Ale - American Amber / Red 3.824742
## 2062 Porter - English 3.823171
## 581.1 Cream Ale 3.171053
## 2089.1 Porter - Imperial 4.006369
## 1458 Lager - Märzen / Oktoberfest 3.852256
## 1222 Lager - European Pale 2.993333
## 2955 Wheat Beer - American Pale 3.692381
## 2659 Stout - Oatmeal 4.364508
## 2527 Stout - American 3.849597
## 1668 Lambic - Traditional 4.000000
## 2880.1 Strong Ale - English 4.000000
## 2243.2 Red Ale - Imperial 4.097061
## 2838 Strong Ale - Belgian Pale 3.954733
## 2395.1 Scottish Ale 4.100000
## 2481.1 Sour - Flanders Red Ale 3.000000
## 2008.1 Porter - American 4.020270
## 2441.1 Sour - Berliner Weisse 3.861111
## 2346 Scotch Ale / Wee Heavy 4.081374
## 139.1 Bitter - English 3.806985
## 2391.1 Scottish Ale 3.803030
## 310.1 Bock - Maibock 3.528369
## 2061 Porter - English 4.186047
## 10 Altbier 3.528571
## 2199.1 Quadrupel (Quad) 4.035714
## 1551 Lager - Vienna 3.700000
## 2377.1 Scottish Ale 3.594276
## 2694.1 Stout - Russian Imperial 4.293829
## 1044 Lager - Adjunct 2.187050
## 994 Kölsch 3.702586
## 107 Bitter - English Extra Special / Strong Bitter (ESB) 3.817021
## 1332.1 Lager - Kellerbier / Zwickelbier 3.808176
## 3092 Wheat Beer - Wheatwine 4.125000
## 1176.1 Lager - European Dark 3.642857
## 1487 Lager - Märzen / Oktoberfest 3.725410
## 3119 Wheat Beer - Witbier 3.996063
## 2167 Pumpkin Beer 3.984848
## 2618.1 Stout - Irish Dry 4.108518
## 3025 Wheat Beer - Hefeweizen 4.166667
## 688.2 Farmhouse Ale - Saison 3.949541
## 2963 Wheat Beer - American Pale 3.273481
## 2850.1 Strong Ale - Belgian Pale 4.302083
## 1295.1 Lager - Helles 3.585271
## 183 Bière de Champagne / Bière Brut 3.956522
## 1824 Pale Ale - Belgian 4.078385
## 2944 Wheat Beer - American Dark 3.750000
## 2652 Stout - Irish Dry 4.029412
## 909.1 IPA - English 3.548387
## 736 Gruit / Ancient Herbed Ale 3.687225
## 3148 Wild Ale 4.180000
## 1478.1 Lager - Märzen / Oktoberfest 3.333333
## 1368.2 Lager - Light 2.379147
## 2747 Strong Ale - American 4.198592
## 3061 Wheat Beer - Kristallweizen 3.850877
## 1757.1 Mild Ale - English Pale 3.166667
## 1600.1 Lambic - Fruit 4.153846
## 337.1 Bock - Maibock 4.058824
## 2651 Stout - Irish Dry 3.800000
## 1973 Pilsner - Imperial 3.481818
## 75 Barleywine - American 3.987952
## 417 Braggot 2.500000
## 1698.2 Low Alcohol Beer 3.700000
## 2467 Sour - Flanders Red Ale 4.024465
## 1525 Lager - Schwarzbier 3.767361
## 2918.1 Tripel 3.821637
## 1963 Pilsner - Imperial 4.088571
## 513 Brown Ale - English 3.811475
## 2847 Strong Ale - Belgian Pale 3.944444
## 634 Farmhouse Ale - Bière de Garde 3.969349
## 2318.1 Rye Beer 4.167939
## 2779.1 Strong Ale - Belgian Dark 3.752934
## 2702.1 Stout - Russian Imperial 4.325949
## 2363 Scotch Ale / Wee Heavy 3.708333
## 2628 Stout - Irish Dry 4.125683
## 3051 Wheat Beer - Hefeweizen 3.701852
## 133.2 Bitter - English Extra Special / Strong Bitter (ESB) 3.919192
## 2050 Porter - English 3.983051
## 711 Fruit and Field Beer 3.710634
## 516.2 California Common / Steam Beer 3.921804
## 2007 Porter - American 3.749053
## 2628.1 Stout - Irish Dry 4.125683
## 1597.2 Lambic - Fruit 4.282369
## 77 Barleywine - American 4.116071
## 2386 Scottish Ale 3.638298
## 1067 Lager - American Amber / Red 3.634454
## 731 Fruit and Field Beer 3.379121
## 2372 Scottish Ale 4.013142
## 1707 Low Alcohol Beer 3.333333
## 1163.1 Lager - European Dark 3.950820
## 2725 Stout - Russian Imperial 4.138009
## 3189 Winter Warmer 3.342857
## 14 Altbier 3.541667
## 1314 Lager - Japanese Rice 3.196429
## 2677 Stout - Oatmeal 3.975352
## 3147 Wild Ale 3.769406
## 1398.2 Lager - Malt Liquor 3.050000
## 1843 Pale Ale - Belgian 3.817073
## 178 Bière de Champagne / Bière Brut 4.311419
## 1990 Porter - American 4.243411
## 2051 Porter - English 3.891304
## 511 Brown Ale - English 4.115385
## 815.1 IPA - American 4.051102
## 1375 Lager - Light 2.245283
## 345.1 Bock - Traditional 3.900000
## 2286 Red Ale - Irish 3.500000
## 38 Altbier 4.062500
## 1944 Pilsner - German 3.952607
## 402 Bock - Weizenbock 4.000000
## 1685.2 Low Alcohol Beer 2.941176
## 1013.1 Kölsch 4.000000
## 309 Bock - Maibock 3.876953
## 2454 Sour - Flanders Oud Bruin 3.944444
## 2545.1 Stout - American 4.259259
## 3062 Wheat Beer - Kristallweizen 3.944030
## 2561 Stout - English 3.792683
## 2069 Porter - English 3.858779
## 2532 Stout - American 3.947658
## 1377 Lager - Light 3.356164
## 645 Farmhouse Ale - Bière de Garde 4.170103
## 1580 Lager - Vienna 3.371795
## 3175 Winter Warmer 3.738994
## 1799.1 Pale Ale - American 3.949100
## 1724.1 Mild Ale - English Dark 3.950000
## 73 Barleywine - American 4.026087
## 92 Barleywine - English 3.769444
## 2726.1 Stout - Russian Imperial 4.318408
## 1178 Lager - European Dark 3.338710
## 2530 Stout - American 4.142045
## 2317 Rye Beer 4.295609
## 2661 Stout - Oatmeal 4.125546
## 2726.2 Stout - Russian Imperial 4.318408
## 2469 Sour - Flanders Red Ale 4.000000
## 1061 Lager - Adjunct 3.050000
## 1695.1 Low Alcohol Beer 3.105263
## 932.1 IPA - Imperial 4.147838
## 1910 Pilsner - Bohemian / Czech 3.333333
## 987 Kölsch 3.691901
## 542 Chile Beer 3.357143
## 2144.2 Porter - Smoked 3.772727
## 3082 Wheat Beer - Kristallweizen 3.750000
## 1183.1 Lager - European Dark 3.394737
## 1544.2 Lager - Schwarzbier 3.711765
## 905 IPA - English 4.625000
## 1436.1 Lager - Munich Dunkel 3.675532
## 1556 Lager - Vienna 3.693038
## 2601 Stout - Foreign / Export 3.122449
## 2123.2 Porter - Smoked 3.933333
## 2466.2 Sour - Flanders Red Ale 3.535714
## 528.1 California Common / Steam Beer 3.666667
## 603 Dubbel 3.981132
## 3141 Wild Ale 4.053299
## 3115.1 Wheat Beer - Witbier 3.936860
## 1190 Lager - European Pale 3.304450
## 1832.1 Pale Ale - Belgian 3.676349
## 610.1 Dubbel 3.880000
## 856 IPA - Belgian 4.132075
## 2804 Strong Ale - Belgian Dark 4.121181
## 586 Dubbel 4.105202
## 24.1 Altbier 3.735294
## 34 Altbier 3.866667
## 1396 Lager - Malt Liquor 2.846939
## 2381.1 Scottish Ale 3.875000
## 2038 Porter - Baltic 3.888889
## 2047 Porter - English 4.099248
## 1465 Lager - Märzen / Oktoberfest 3.611801
## 1384.1 Lager - Malt Liquor 2.772727
## 1813.1 Pale Ale - American 3.748596
## 1440.2 Lager - Munich Dunkel 3.766234
## 3010.2 Wheat Beer - Dunkelweizen 4.041667
## 2195.1 Quadrupel (Quad) 4.212766
## 1404 Lager - Malt Liquor 3.708333
## 2857 Strong Ale - English 3.584356
## 1422 Lager - Munich Dunkel 3.673203
## 1002.1 Kölsch 3.796610
## 1399 Lager - Malt Liquor 2.864865
## 1948 Pilsner - German 3.669767
## 2339 Scotch Ale / Wee Heavy 3.998139
## 560.1 Chile Beer 3.666667
## 1061.1 Lager - Adjunct 3.050000
## 521 California Common / Steam Beer 4.100000
## 1252 Lager - European Strong 3.500000
## 687 Farmhouse Ale - Saison 3.785000
## 1359 Lager - Light 2.701493
## 1494 Lager - Rauchbier 4.222222
## 331 Bock - Maibock 3.880682
## 3149 Wild Ale 4.041667
## 2848 Strong Ale - Belgian Pale 4.026961
## 434 Brown Ale - American 3.509317
## 1542 Lager - Schwarzbier 3.868421
## 682.2 Farmhouse Ale - Saison 4.138686
## 2624 Stout - Irish Dry 3.705097
## 197 Blonde Ale - American 3.441667
## 2313.1 Rye Beer - Roggenbier 3.500000
## 1210 Lager - European Pale 3.154930
## 3171 Winter Warmer 3.958333
## 356 Bock - Traditional 3.394737
## 2966 Wheat Beer - American Pale 3.507042
## 2250 Red Ale - Imperial 3.765152
## 1642 Lambic - Gueuze 4.092342
## 595 Dubbel 4.163669
## 2225.1 Red Ale - American Amber / Red 3.514085
## 2472 Sour - Flanders Red Ale 3.855615
## 1754 Mild Ale - English Pale 2.722222
## 100 Barleywine - English 4.177632
## 1448.1 Lager - Munich Dunkel 4.500000
## 2481.2 Sour - Flanders Red Ale 3.000000
## 121 Bitter - English Extra Special / Strong Bitter (ESB) 3.809783
## 2059 Porter - English 3.735294
## 1397 Lager - Malt Liquor 3.047170
## 2612 Stout - Foreign / Export 3.900000
## 1033 Lager - Adjunct 2.136364
## 184 Bière de Champagne / Bière Brut 4.250000
## 2990.2 Wheat Beer - Dunkelweizen 4.041667
## 2254.1 Red Ale - Imperial 4.125000
## 2526 Stout - American 4.196341
## 3104 Wheat Beer - Witbier 3.672282
## 2452 Sour - Flanders Oud Bruin 3.762195
## 532.1 California Common / Steam Beer 3.750000
## 2040 Porter - Baltic 3.822222
## 1956 Pilsner - German 3.305556
## 2724 Stout - Russian Imperial 4.324228
## 2553.1 Stout - English 4.072519
## 1239 Lager - European Strong 3.178571
## 3071.1 Wheat Beer - Kristallweizen 3.965517
## 2230 Red Ale - American Amber / Red 4.026515
## 3132 Wheat Beer - Witbier 3.648551
## 1887 Pale Ale - English 3.540741
## 1744.1 Mild Ale - English Pale 3.765152
## 2945 Wheat Beer - American Dark 3.666667
## 514 Brown Ale - English 3.668224
## 2257.1 Red Ale - Imperial 3.333333
## 672.1 Farmhouse Ale - Saison 4.146505
## 2354 Scotch Ale / Wee Heavy 3.910646
## 379 Bock - Weizenbock 4.250000
## 1523 Lager - Schwarzbier 4.093602
## 2393 Scottish Ale 3.845238
## 3164 Winter Warmer 3.492659
## 1596 Lambic - Fruit 4.109431
## 748 Gruit / Ancient Herbed Ale 3.714286
## 1296 Lager - Helles 3.872881
## 1582.2 Lager - Vienna 2.928571
## 923 IPA - English 3.839506
## 2959 Wheat Beer - American Pale 3.620408
## 1771.1 Old Ale 4.118384
## 2313.2 Rye Beer - Roggenbier 3.500000
## 2429.2 Smoked Beer 3.583333
## 772.1 Happoshu 3.000000
## 1670 Lambic - Traditional 4.000000
## 346 Bock - Traditional 4.000000
## 2297.1 Red Ale - Irish 3.884615
## 1014 Kölsch 3.465517
## 3180 Winter Warmer 3.782178
## 2553.2 Stout - English 4.072519
## 188 Blonde Ale - American 3.370000
## 1211 Lager - European Pale 3.322581
## 363 Bock - Traditional 3.833333
## 3077 Wheat Beer - Kristallweizen 2.500000
## 2647 Stout - Irish Dry 4.068966
## 496.1 Brown Ale - English 3.742188
## 1030 Lager - Adjunct 2.976344
## 1139 Lager - European / Dortmunder Export 3.000000
## 234 Blonde Ale - Belgian 3.842105
## 2888.2 Strong Ale - English 3.652174
## 377.2 Bock - Weizenbock 3.951327
## 3170.2 Winter Warmer 3.616314
## 2160.1 Pumpkin Beer 4.027027
## 2126.2 Porter - Smoked 4.200000
## 568 Cream Ale 4.000000
## 3026 Wheat Beer - Hefeweizen 4.236986
## 2520 Stout - American Imperial 4.250000
## 666 Farmhouse Ale - Sahti 3.000000
## 2123.3 Porter - Smoked 3.933333
## 2573 Stout - English 3.928571
## 1407 Lager - Malt Liquor 2.576923
## 40 Barleywine - American 3.932262
## 1591 Lambic - Faro 3.000000
## 3093.2 Wheat Beer - Wheatwine 4.150000
## 2617.1 Stout - Irish Dry 4.197059
## 757 Happoshu 3.055556
## 1233 Lager - European Strong 3.181818
## 1497 Lager - Rauchbier 4.138554
## 2254.2 Red Ale - Imperial 4.125000
## review_taste review_palate review_overall
## 153 3.483333 3.508333 3.600000
## 35 4.214286 4.261905 4.452381
## 3145 4.423077 4.153846 4.307692
## 1959 4.215909 4.102273 4.284091
## 2248 3.996429 3.928571 3.964286
## 2342 3.663934 3.516393 3.565574
## 1685 2.338235 2.372549 2.441176
## 2630 3.523121 3.413295 3.612717
## 2920 4.054585 3.993450 4.010917
## 1721 3.652439 3.451220 3.762195
## 1844 3.850000 3.687500 3.850000
## 3016 4.425038 4.283190 4.515901
## 2256 4.000000 4.000000 3.863636
## 12 4.000000 3.833333 4.000000
## 1042 1.500000 2.250000 2.000000
## 377 3.856195 3.789823 3.860619
## 1735 3.909091 3.681818 4.045455
## 766 3.333333 3.333333 3.333333
## 1419 3.769231 3.717195 3.868778
## 668 4.110843 4.021687 4.120482
## 1413 2.700000 2.560000 2.960000
## 2370 3.753623 3.855072 3.724638
## 578 3.666667 3.666667 3.666667
## 1250 2.869565 2.804348 2.826087
## 2366 3.691667 3.741667 3.716667
## 965 3.634615 3.615385 3.461538
## 3020 3.341142 3.439971 3.622255
## 1946 3.391608 3.363636 3.625874
## 3115 4.055461 3.961604 4.103242
## 212 3.555970 3.611940 3.876866
## 2415 4.000000 3.806122 3.795918
## 2609 4.333333 4.388889 4.444444
## 2705 3.694444 3.666667 3.638889
## 597 3.762332 3.659193 3.751121
## 573 2.823529 2.893382 2.974265
## 3193 3.750000 3.875000 4.000000
## 2318 4.217557 4.118321 4.038168
## 1544 3.494118 3.470588 3.541176
## 1880 3.802632 3.776316 3.872807
## 3118 3.696356 3.682186 3.856275
## 2638 3.642857 3.571429 3.732143
## 1880.1 3.802632 3.776316 3.872807
## 494 3.601770 3.517699 3.743363
## 347 3.721374 3.690840 3.748092
## 2471 4.629630 4.351852 4.444444
## 1950 3.698370 3.774457 4.008152
## 71 3.607407 3.700000 3.544444
## 2841 3.791045 3.768657 3.843284
## 399 3.459459 3.472973 3.432432
## 2252 3.692857 3.835714 3.735714
## 2226 3.765152 3.810606 3.840909
## 2644 4.089474 3.931579 4.152632
## 3192 3.766234 3.597403 3.876623
## 1251 2.400000 2.600000 2.200000
## 2208 3.166667 3.333333 3.333333
## 473 3.666667 3.388889 3.777778
## 1234 2.918478 2.956522 3.032609
## 2225 3.556338 3.528169 3.683099
## 1925 3.941243 3.877994 4.124626
## 1124 3.580000 3.440000 3.580000
## 2745 3.977024 3.903720 3.908096
## 2906 3.924107 3.914062 4.001116
## 3058 3.965154 3.881686 4.168558
## 1605 4.387978 4.237705 4.363388
## 476 4.097403 3.995034 4.152788
## 486 3.580786 3.502183 3.757642
## 505 3.404348 3.291304 3.543478
## 1940 3.823144 3.801310 4.093886
## 997 3.132450 3.321192 3.466887
## 2820 4.156044 4.115385 4.156044
## 1076 3.318966 3.387931 3.612069
## 2184 4.206208 4.088692 4.069845
## 230 4.148649 3.959459 3.945946
## 215 3.535714 3.535714 3.690476
## 785 3.661932 3.670455 3.525568
## 2785 3.960294 3.880147 3.866912
## 292 3.888158 4.000000 3.697368
## 1017 2.420309 2.473100 2.883995
## 2545 4.148148 4.240741 4.203704
## 268 4.500000 4.666667 4.333333
## 2832 4.016760 3.927374 3.988827
## 931 4.247135 4.103868 4.194842
## 1416 1.800000 1.900000 1.800000
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## 2522 3.875000 4.375000 4.125000
## 2158 3.493113 3.378788 3.495868
## 1177.2 3.636364 3.613636 3.818182
## 2071 3.100000 3.500000 3.200000
## 1845 3.538889 3.605556 3.650000
## 2611 3.562500 3.625000 3.479167
## 1620 3.847059 3.852941 3.947059
## 2127 4.500000 4.000000 4.000000
## 2139 4.000000 3.500000 4.000000
## 2237 3.952790 3.869099 3.950644
## 2109 3.982456 3.824561 3.868421
## 2839 3.748718 3.710256 3.692308
## 3052 3.932127 3.830317 4.047511
## 1934 3.390526 3.376842 3.571579
## 1227 2.722222 2.911111 2.794444
## 3089.1 4.139423 4.014423 3.995192
## 2380 3.943925 3.728972 3.948598
## 1832 3.661826 3.632780 3.786307
## 780 3.707355 3.726135 3.783255
## 986 3.848249 3.807393 4.101167
## 1585 3.416667 3.395833 3.277778
## 2888 3.391304 3.456522 3.282609
## 699.1 3.158085 3.265583 3.168925
## 2734 3.925754 3.793503 3.922274
## 167 3.711864 3.627119 3.889831
## 1840 3.458730 3.457143 3.557143
## 777 3.792394 3.723308 3.561410
## 835 3.937586 3.851166 3.975309
## 3182 4.071429 3.821429 4.142857
## 1772 3.984346 3.837017 4.005525
## 1218 2.568807 2.637615 2.862385
## 2247 3.986364 3.968182 3.818182
## 1483 3.557018 3.535088 3.701754
## 1021 3.053691 3.026286 3.370246
## 2957 3.135789 3.326316 3.376842
## 1213 3.117284 3.253086 3.444444
## 953.1 4.036946 4.000000 3.971675
## 119 3.486486 3.547297 3.540541
## 1731.1 3.807692 3.653846 3.730769
## 997.1 3.132450 3.321192 3.466887
## 1681 4.000000 4.000000 4.000000
## 559 2.916667 3.083333 2.750000
## 2821.2 3.991617 3.907298 3.975838
## 727.1 3.750000 3.583333 3.875000
## 1262 2.625000 2.750000 2.583333
## 239 3.925000 3.825000 3.975000
## 652 3.537879 3.484848 3.575758
## 802 4.118990 4.006667 4.172727
## 2278 3.695122 3.609756 3.756098
## 3173.1 3.861538 3.669231 3.796154
## 2595 3.880342 3.747863 3.931624
## 948.1 4.321752 4.128399 4.262840
## 2496 4.697017 4.579278 4.591052
## 208.1 3.159574 3.132979 3.398936
## 1344 1.828725 1.948541 2.422043
## 3168 3.519309 3.534553 3.540650
## 2835 3.278571 3.460714 3.300000
## 2853 3.988166 4.008876 3.958580
## 2888.1 3.391304 3.456522 3.282609
## 352 3.667742 3.683871 3.719355
## 1444 3.520833 3.576389 3.715278
## 2036 4.198020 4.212871 4.069307
## 1440 3.623377 3.623377 3.707792
## 617 3.827273 3.809091 3.827273
## 682.1 3.910584 3.848540 3.996350
## 762 3.750000 3.333333 3.916667
## 2175.1 4.487145 4.368290 4.327921
## 1742 3.409091 3.454545 3.727273
## 2474 4.000000 3.952020 4.000000
## 492 3.644796 3.493213 3.708145
## 2025 4.122642 4.047170 3.990566
## 801 2.500000 3.500000 3.000000
## 1142.1 3.450000 3.150000 3.500000
## 1434.1 3.968750 3.953125 4.062500
## 896 3.585561 3.628342 3.772727
## 2932 3.833333 3.708333 3.916667
## 1704.1 2.500000 3.500000 3.000000
## 440 3.723549 3.638225 3.762799
## 1600 4.115385 4.115385 4.000000
## 2789 4.059819 3.925508 4.021445
## 1113 3.043103 3.103448 3.400862
## 2806 4.301394 4.165505 4.228223
## 1110 3.357143 3.500000 3.357143
## 2662 4.255128 4.154487 4.188462
## 401.1 3.833333 4.000000 4.000000
## 2165 3.977273 3.965909 3.886364
## 1929 3.973054 3.949102 3.991018
## 2566 4.214286 4.142857 4.142857
## 2941 3.875000 3.500000 3.875000
## 1010 3.729730 3.770270 4.027027
## 2935 3.421053 3.289474 3.526316
## 2400 3.600000 3.400000 3.800000
## 712 3.512590 3.435252 3.676259
## 2630.1 3.523121 3.413295 3.612717
## 420 3.868085 3.832979 3.771277
## 2635 3.548077 3.437500 3.668269
## 337 4.088235 4.058824 4.205882
## 233.1 3.500000 3.541667 3.708333
## 1310 2.893333 2.900000 3.226667
## 874 4.000000 3.666667 4.166667
## 2157 2.819805 2.745130 2.853896
## 2800 4.168675 4.070783 4.034639
## 1289 4.052000 3.988000 4.236000
## 2297 3.692308 3.692308 3.846154
## 954 4.086538 4.026224 4.053322
## 1940.1 3.823144 3.801310 4.093886
## 2151 3.711644 3.727397 3.743151
## 1688.1 2.254386 2.517544 2.412281
## 2967.1 2.810606 3.015152 2.939394
## 1495 4.158257 3.970183 4.045872
## 1111 2.796053 2.934211 2.940789
## 2870 3.338843 3.466942 3.297521
## 85 4.437799 4.334928 4.193780
## 1524.1 4.032578 3.920680 4.189802
## 169.1 3.733333 3.650000 3.833333
## 714 2.995238 2.980952 3.000000
## 621 3.921053 3.859649 3.842105
## 1651 3.363636 3.409091 3.527273
## 826 4.113311 4.024202 3.987624
## 1448 4.500000 4.000000 4.500000
## 3124 3.359223 3.451456 3.495146
## 2005 3.068075 3.132629 2.984742
## 1160 4.207207 4.144144 4.283784
## 1394 2.361702 2.372340 2.382979
## 1347 1.695029 1.803059 2.159656
## 3094.1 3.916667 3.750000 4.083333
## 469 4.000000 3.900000 4.000000
## 324.1 3.764706 3.813725 3.872549
## 2874 3.642241 3.625000 3.534483
## 247 3.875000 3.750000 3.875000
## 1477 3.854839 3.879032 4.145161
## 1293 3.602564 3.628205 3.794872
## 2736 3.928571 3.841270 3.882716
## 1857 3.451373 3.508581 3.599542
## 1524.2 4.032578 3.920680 4.189802
## 101 4.145833 4.006944 3.958333
## 2251 3.952381 3.880952 3.916667
## 477 4.056818 3.915909 4.050000
## 1131 3.071429 3.428571 3.285714
## 3028 4.083333 3.947257 4.123418
## 2142 4.225000 4.100000 4.075000
## 458 3.722222 3.777778 4.000000
## 2766 3.852564 3.820513 3.769231
## 448 3.812500 3.718750 3.781250
## 135 3.878571 3.800000 3.996429
## 633 4.064327 4.040936 4.122807
## 2119 4.097687 4.014303 4.071516
## 1959.1 4.215909 4.102273 4.284091
## 2975 3.875000 3.958333 4.208333
## 2875 3.416667 3.462121 3.515152
## 1174 3.434211 3.328947 3.434211
## 1864.1 3.731796 3.625000 3.922330
## 1986 3.928019 3.791022 3.904025
## 1745 3.240741 3.166667 3.407407
## 2025.1 4.122642 4.047170 3.990566
## 1150 3.000000 3.500000 3.375000
## 1170 3.153846 3.000000 3.153846
## 1823 4.032753 3.960082 4.073695
## 2404 3.852941 3.720588 3.882353
## 2429.1 3.500000 3.916667 3.666667
## 2902 3.867695 3.879058 3.830357
## 2551 4.123762 3.742574 4.099010
## 2692 4.352713 4.193798 4.155039
## 137 3.824713 3.704023 4.000575
## 651 3.877049 3.737705 3.827869
## 960.1 4.608742 4.405117 4.625800
## 1132 3.452830 3.424528 3.641509
## 2123 4.142857 4.038095 4.109524
## 1983 3.521499 3.455160 3.431204
## 2401 3.125000 3.125000 3.375000
## 570 3.214286 3.285714 3.385714
## 1322 2.214286 1.928571 2.357143
## 2534 3.881459 3.685410 3.949848
## 473.1 3.666667 3.388889 3.777778
## 265 4.120370 4.021164 4.039683
## 851.1 4.207317 4.073171 4.097561
## 1401 2.821429 2.821429 2.767857
## 142 3.500000 3.379310 3.586207
## 1870 3.137931 3.166667 3.350575
## 1358 2.355392 2.367647 2.708333
## 1328 4.000000 4.500000 4.500000
## 149 3.833333 3.666667 3.500000
## 2381 3.500000 4.000000 3.375000
## 2033 3.472222 3.427778 3.441667
## 1539 3.633333 3.641667 3.741667
## 1958 2.788991 2.807339 3.013761
## 1084 2.550955 2.713376 2.541401
## 2142.1 4.225000 4.100000 4.075000
## 2082 3.738095 3.619048 3.666667
## 489.1 3.708333 3.587719 3.900219
## 116 3.857143 3.839286 3.910714
## 114.1 2.919355 3.044355 3.104839
## 1512 3.500000 3.307692 3.461538
## 1941 3.311111 3.333333 3.483333
## 2392 3.535714 3.583333 3.666667
## 2846 3.455830 3.482332 3.189046
## 1928 3.502886 3.492063 3.736652
## 455 3.887755 3.836735 4.010204
## 2160 4.364865 3.878378 4.270270
## 1364 2.224138 2.281609 2.660920
## 1933 3.723039 3.693627 3.898284
## 1807 4.039931 3.949653 4.296875
## 2352 3.930556 3.916667 3.738889
## 1985 3.980846 3.847167 4.048683
## 2448 4.325581 4.104651 4.182171
## 2553 4.041985 3.809160 4.022901
## 2678 4.193548 4.064516 4.161290
## 1468 3.553427 3.527218 3.639113
## 784 3.687919 3.560403 3.550336
## 1045 2.977011 2.948276 3.324713
## 281 3.447368 3.388158 3.157895
## 2153 3.366743 3.405467 3.433941
## 1406 2.687500 2.750000 2.671875
## 1953 3.489691 3.453608 3.613402
## 763.1 2.750000 2.750000 2.500000
## 691 3.691176 3.687500 3.775735
## 1478 3.166667 3.166667 3.166667
## 1335.1 3.547170 3.462264 3.726415
## 2486 3.500000 3.550000 3.500000
## 1563 3.532258 3.491935 3.629032
## 448.1 3.812500 3.718750 3.781250
## 1615 4.183824 4.102941 4.183824
## 525 3.380952 3.523810 3.619048
## 2437 3.829114 3.917722 3.968354
## 194 3.430769 3.575385 3.696923
## 1953.1 3.489691 3.453608 3.613402
## 1066 3.835470 3.820513 3.931624
## 86 3.885204 3.870536 3.713010
## 269 3.829327 3.656250 3.766827
## 2385 3.847826 3.686957 3.947826
## 3048 3.660714 3.732143 3.714286
## 963 4.250000 4.000000 4.250000
## 1760 3.666667 3.833333 3.833333
## 791 3.486726 3.415929 3.473451
## 1453 3.686741 3.624142 3.825409
## 1062 3.864668 3.751589 4.024977
## 1651.1 3.363636 3.409091 3.527273
## 796 3.433333 3.516667 3.633333
## 2749 4.309896 4.078125 4.033854
## 1368.1 2.004739 2.154028 2.601896
## 752 3.583333 3.250000 3.583333
## 1474 3.248485 3.324242 3.551515
## 2498 4.399225 4.344961 4.275194
## 772 3.000000 3.000000 4.000000
## 3114 3.896774 3.864516 3.964516
## 581 3.144737 3.223684 3.276316
## 2930.1 3.925743 3.910891 3.900990
## 2864 3.978947 3.821053 3.931579
## 1767 4.638889 4.340909 4.474747
## 2808 4.281155 4.170213 4.144377
## 3004.1 4.128571 4.028571 4.157143
## 1740 3.722222 3.444444 3.777778
## 1119 3.860465 3.912791 4.011628
## 978 2.833333 2.833333 2.833333
## 740 3.851240 3.752066 3.652893
## 1647 4.108108 4.013514 4.067568
## 1612 4.375000 4.250000 4.428571
## 361.1 3.358491 3.141509 3.500000
## 1323 2.250000 2.375000 2.875000
## 2607 3.735294 3.558824 3.691176
## 2899 4.162865 4.057482 4.102646
## 932 4.229079 4.123431 4.020572
## 2279.1 3.617647 3.609244 3.647059
## 3097.1 4.600000 4.300000 4.500000
## 263 4.161597 4.057034 4.091255
## 321.1 3.476744 3.406977 3.430233
## 2732 4.140199 4.089330 4.122829
## 3156 3.866337 3.910891 3.871287
## 2313 3.500000 3.333333 3.500000
## 368 3.523810 3.476190 3.523810
## 2760 4.272059 4.171569 4.039216
## 1087 3.318966 3.353448 3.517241
## 3032 2.995169 3.144928 3.248792
## 685 3.875000 4.125000 3.875000
## 116.1 3.857143 3.839286 3.910714
## 481 4.071809 3.827128 4.071809
## 476.1 4.097403 3.995034 4.152788
## 738 3.555016 3.478964 3.605178
## 695 4.019002 3.980998 4.077197
## 2123.1 4.142857 4.038095 4.109524
## 2808.1 4.281155 4.170213 4.144377
## 359 3.602564 3.576923 3.660256
## 1933.1 3.723039 3.693627 3.898284
## 867.1 3.665138 3.642202 3.699541
## 186 3.909548 3.836683 3.919598
## 891 4.090472 3.978826 4.095765
## 2290 3.550000 3.450000 3.550000
## 2127.1 4.500000 4.000000 4.000000
## 3131 3.391129 3.520161 3.596774
## 3057 3.854037 3.819876 4.021739
## 467 3.156250 3.125000 3.093750
## 480 3.905908 3.786652 3.991247
## 1889.1 3.494318 3.465909 3.653409
## 2641 3.758065 3.833333 3.967742
## 552.1 3.500000 3.000000 3.500000
## 1645.1 4.333333 4.166667 4.500000
## 1455 3.518744 3.554827 3.693533
## 976 3.600000 3.100000 3.500000
## 2120 4.249384 4.072044 4.121305
## 1219 2.949153 2.898305 3.177966
## 1507 4.285714 4.285714 4.285714
## 1135 3.461538 3.576923 3.705128
## 1709 2.111111 2.277778 2.333333
## 1757 3.666667 3.333333 3.666667
## 27 4.000000 4.000000 4.000000
## 3009 3.576923 3.730769 3.692308
## 247.1 3.875000 3.750000 3.875000
## 2738 4.230769 4.076923 4.192308
## 2000 3.551940 3.406758 3.619524
## 1980 3.807692 3.769231 3.961538
## 3091 3.977273 3.909091 3.863636
## 929 4.197512 4.052100 4.107698
## 863 3.893617 3.787234 3.968085
## 125 3.833333 3.771739 3.750000
## 3063.1 3.592593 3.703704 3.666667
## 2457 3.884615 3.846154 3.923077
## 252.1 3.979951 3.892799 3.888707
## 1398 3.000000 2.925000 3.108333
## 512 3.656522 3.530435 3.691304
## 2391 3.732323 3.691919 3.863636
## 1081.1 3.528571 3.580952 3.752381
## 2696 4.410979 4.473294 4.146390
## 2897 4.301541 4.223988 4.230732
## 380 4.190476 3.988095 3.964286
## 884.2 3.918750 3.862500 3.875000
## 2055 3.662500 3.650000 3.625000
## 415 3.583333 3.500000 3.083333
## 2594 3.884615 3.884615 4.076923
## 132 4.000000 4.500000 4.000000
## 2759 4.084856 4.000000 3.985640
## 2314 3.500000 4.000000 3.500000
## 1839 4.088235 4.088235 4.132353
## 2479 4.000000 4.000000 4.300000
## 1773 4.666667 4.475000 4.550000
## 712.1 3.512590 3.435252 3.676259
## 1725 3.800000 3.850000 3.975000
## 58 3.442529 3.586207 3.465517
## 1298.1 4.000000 4.166667 3.666667
## 2752 3.996291 3.947329 3.887240
## 1424.1 3.901235 3.810700 4.037037
## 2990.1 3.659091 3.651515 3.750000
## 2473 3.950704 3.767606 3.904930
## 1380 2.781250 2.770833 3.062500
## 1883 3.655844 3.616883 3.831169
## 2273 3.153571 3.275000 3.339286
## 598 3.951389 3.834722 3.898611
## 1004 3.671687 3.662651 3.740964
## 549 2.882353 2.794118 2.882353
## 596 4.035584 3.913321 3.985401
## 203 3.846939 3.836735 4.117347
## 2950 3.349451 3.396703 3.684615
## 2710 3.827083 3.843750 3.720833
## 2126 4.100000 4.000000 4.300000
## 708 3.805104 3.658933 3.629930
## 1908 3.600000 3.610000 3.900000
## 2852.1 4.344406 4.239510 4.209790
## 1746 2.979167 2.875000 3.187500
## 1597 4.468320 4.308540 4.373278
## 1945.1 3.538462 3.611538 3.873077
## 299.1 4.000000 4.000000 2.750000
## 2275 3.342105 3.377193 3.491228
## 280 2.926136 2.875000 3.153409
## 2921.1 3.660194 3.677184 3.645631
## 2082.1 3.738095 3.619048 3.666667
## 1626 3.513514 3.364865 3.581081
## 787 3.371429 3.585714 3.478571
## 1641 4.366883 4.237013 4.257576
## 3009.1 3.576923 3.730769 3.692308
## 1635 4.387952 4.249398 4.257831
## 974 3.071429 2.642857 3.285714
## 1528 4.084559 3.860294 4.073529
## 193.1 2.525896 2.745020 3.015936
## 425 3.705570 3.605438 3.807692
## 2702 4.218354 4.219937 4.047468
## 401.2 3.833333 4.000000 4.000000
## 1459 3.604623 3.649635 3.886861
## 2403 3.650000 3.900000 4.000000
## 1148 3.185185 3.185185 3.351852
## 227 3.856383 3.840426 3.984043
## 1698.1 2.700000 2.600000 3.300000
## 1529 4.200000 4.000000 4.300000
## 3020.1 3.341142 3.439971 3.622255
## 494.2 3.601770 3.517699 3.743363
## 3170.1 3.287009 3.323263 3.318731
## 334 3.666667 3.583333 3.416667
## 1369 2.375000 2.500000 2.500000
## 2952 3.352745 3.416805 3.648087
## 1454 3.911067 3.836957 4.039526
## 2251.1 3.952381 3.880952 3.916667
## 2607.1 3.735294 3.558824 3.691176
## 1540 3.500000 3.750000 3.333333
## 2600 3.826923 3.769231 4.000000
## 2509 4.000000 3.875000 4.000000
## 1982 4.193966 4.001437 4.267720
## 428.1 3.924497 3.873322 3.931208
## 2331 4.212500 4.100000 4.100000
## 2022 4.226003 4.117801 4.164921
## 2764 3.993377 3.951987 3.945364
## 1807.1 4.039931 3.949653 4.296875
## 326 4.020000 4.010000 4.090000
## 2165.1 3.977273 3.965909 3.886364
## 3019 3.142762 3.260292 3.403054
## 179 4.180556 4.027778 4.125000
## 3049.1 3.691964 3.696429 3.870536
## 3030 3.750000 3.750000 3.750000
## 3118.1 3.696356 3.682186 3.856275
## 3086 4.019737 3.898026 3.845395
## 246 3.558824 3.529412 3.558824
## 3190 4.004167 4.108333 3.920833
## 2871 3.983146 3.848315 3.882022
## 945 4.724590 4.612295 4.600000
## 688 3.813456 3.827217 3.909786
## 1938 3.671053 3.710526 3.868421
## 1283 2.818182 2.954545 2.915584
## 902 3.853960 3.821782 3.722772
## 516.1 3.888413 3.825628 4.059646
## 481.1 4.071809 3.827128 4.071809
## 599.2 4.112813 4.022284 4.105850
## 1655 4.016129 3.967742 4.000000
## 2726 4.373134 4.174129 4.293532
## 2089 4.170382 4.089172 4.068471
## 806 4.106317 4.045455 4.115562
## 756 3.500000 3.500000 3.750000
## 1942 3.591837 3.637755 3.841837
## 1496 3.870871 3.776276 3.762763
## 893 4.133333 4.057895 4.012281
## 2865 3.689453 3.582031 3.619141
## 591 4.018750 3.933594 3.989063
## 3134 3.524000 3.556000 3.876000
## 2085 4.637931 4.293103 4.482759
## 1581 3.875000 3.875000 3.750000
## 259.1 4.299220 4.260234 4.230019
## 469.1 4.000000 3.900000 4.000000
## 2712 4.149584 4.096953 4.109418
## 845 3.882353 3.893665 3.839367
## 992 3.700000 3.675000 3.950000
## 1528.1 4.084559 3.860294 4.073529
## 743 3.675000 3.350000 3.575000
## 917 3.241379 3.250000 3.431034
## 1560 3.511050 3.455801 3.588398
## 1522 3.717054 3.680879 3.812661
## 2788 3.788410 3.729111 3.729111
## 160 3.789855 3.637681 4.014493
## 1398.1 3.000000 2.925000 3.108333
## 1852 3.535714 3.535714 3.528571
## 1562 3.625000 3.625000 3.625000
## 1418 3.441026 3.374359 3.627350
## 724 3.179204 3.181416 3.280973
## 616.1 3.716667 3.616667 3.833333
## 2028.1 3.713964 3.603604 3.761261
## 2671 3.972222 4.180556 4.083333
## 1923 3.972222 3.861111 4.305556
## 1455.1 3.518744 3.554827 3.693533
## 1962 4.082160 4.003521 4.103286
## 377.1 3.856195 3.789823 3.860619
## 3021 3.803571 3.744643 4.004464
## 1352 2.500000 2.666667 2.333333
## 134 3.909091 3.909091 3.840909
## 1771 4.363510 4.207521 4.087744
## 2367 3.688679 3.594340 3.584906
## 1332 3.905660 3.827044 3.993711
## 2165.2 3.977273 3.965909 3.886364
## 779 3.344444 3.320635 3.380952
## 441 3.626923 3.500000 3.811538
## 630 3.817241 3.868966 3.867241
## 222 3.775449 3.772455 3.892216
## 1114.1 3.218563 3.284431 3.437126
## 1135.1 3.461538 3.576923 3.705128
## 3010 4.250000 4.020833 4.270833
## 3106 3.750760 3.718085 3.956687
## 2220 3.145408 3.204082 3.294643
## 487 3.876000 3.716000 3.848000
## 2413 4.200000 4.075000 4.125000
## 3122 3.709056 3.683044 3.928709
## 1015 3.021277 3.255319 3.329787
## 664.1 2.500000 3.500000 3.500000
## 340 3.031182 2.998906 3.321116
## 2153.1 3.366743 3.405467 3.433941
## 1429 3.607955 3.573864 3.732955
## 244 3.100000 3.100000 3.100000
## 2074 2.743243 2.716216 2.905405
## 326.1 4.020000 4.010000 4.090000
## 2303 3.500000 3.785714 3.785714
## 1248.1 2.323529 2.500000 2.352941
## 1727 3.309524 3.238095 3.452381
## 2445 4.153295 4.091691 4.111748
## 2368 3.870968 3.677419 3.838710
## 277.1 3.723810 3.752381 3.747619
## 1503 3.600000 3.750000 3.550000
## 800 3.554545 3.627273 3.527273
## 2144 3.500000 3.272727 3.590909
## 400 4.500000 4.000000 4.500000
## 2722 4.591549 4.605634 4.302817
## 1581.1 3.875000 3.875000 3.750000
## 2477 3.715385 3.600000 3.723077
## 1820 3.714286 3.685714 3.900000
## 1423 3.678378 3.605405 3.721622
## 986.1 3.848249 3.807393 4.101167
## 1279 3.375000 3.625000 3.875000
## 156 3.879310 3.879310 4.077586
## 2829 4.016667 3.901667 3.911667
## 3050 3.495215 3.488038 3.667464
## 2536 3.536232 3.340580 3.497585
## 2228 3.799694 3.808869 3.844037
## 1305 4.000000 3.750000 4.000000
## 1300 3.578125 3.567708 3.781250
## 2031 4.204167 4.091667 4.150000
## 2918 4.000000 3.918129 3.880117
## 2083 4.354442 4.234405 4.183365
## 1302 4.272727 4.068182 4.340909
## 2310 3.571429 3.928571 3.928571
## 1666 3.750000 4.000000 3.875000
## 187.1 3.941606 3.963504 4.032847
## 2403.1 3.650000 3.900000 4.000000
## 2054.1 3.772346 3.539106 3.720670
## 2460 4.250000 3.750000 4.250000
## 1726.1 3.346939 3.285714 3.622449
## 727.2 3.750000 3.583333 3.875000
## 2375 3.670732 3.696341 3.771951
## 3071 3.793103 3.741379 4.000000
## 510 3.971429 3.850000 3.942857
## 966 3.062500 2.812500 3.062500
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## 1 3.643863 3.556338 3.847082
## 1986.1 3.928019 3.791022 3.904025
## 1674.1 4.500000 4.500000 4.500000
## 2835.1 3.278571 3.460714 3.300000
## 2982 3.637546 3.658922 3.795539
## 1173 3.140000 2.940000 3.180000
## 2618 3.749386 3.715397 3.739148
## 2478.1 4.203390 3.983051 4.084746
## 2092 3.774510 3.794118 3.823529
## 3178 3.635135 3.567568 3.711712
## 2324 3.506276 3.640167 3.648536
## 2008 4.189189 4.063063 4.042793
## 319 3.820000 3.828571 3.817143
## 929.1 4.197512 4.052100 4.107698
## 990 3.638350 3.703883 3.881068
## 741 4.069444 3.972222 4.013889
## 139 3.862132 3.755515 4.112132
## 3010.1 4.250000 4.020833 4.270833
## 1073 2.982517 2.986014 3.248252
## 2321.1 3.823333 3.765000 3.948333
## 783 3.355769 3.471154 3.365385
## 3182.1 4.071429 3.821429 4.142857
## 2107 3.842105 3.736842 3.868421
## 2982.1 3.637546 3.658922 3.795539
## 1664 4.211538 4.038462 4.134615
## 610 4.180000 4.120000 4.280000
## 2540 3.833333 3.671569 3.877451
## 243 3.466667 3.433333 3.466667
## 1220 2.705556 2.888889 2.955556
## 2948 3.355966 3.416941 3.556361
## 2660 4.266667 4.200247 4.240741
## 1135.2 3.461538 3.576923 3.705128
## 493 3.650000 3.531579 3.723684
## 2413.1 4.200000 4.075000 4.125000
## 2155 4.175824 4.010989 4.093407
## 528 3.625000 3.916667 3.750000
## 2748 4.422727 4.295455 4.090909
## 1778 4.147321 4.013393 4.046875
## 89 4.500000 4.230000 4.450000
## 943 4.352050 4.208556 4.350267
## 3034 3.605882 3.538235 3.835294
## 1532 3.612903 3.419355 3.758065
## 3124.1 3.359223 3.451456 3.495146
## 2751 4.227080 4.150212 3.967560
## 2325 4.029412 3.892157 3.970588
## 1859 3.572178 3.601050 3.824147
## 376 3.794248 3.734513 3.785398
## 3184 4.208333 4.083333 4.125000
## 1130 3.672840 3.771605 4.018519
## 485 3.528351 3.443299 3.693299
## 524 3.687500 3.687500 3.837500
## 36 3.333333 3.515152 3.287879
## 537 3.629297 3.629297 3.421525
## 1678 4.000000 4.000000 4.000000
## 1728.1 2.847826 2.869565 3.043478
## 876 3.824176 3.862637 3.862637
## 2922 4.242268 4.206186 4.213918
## 1328.1 4.000000 4.500000 4.500000
## 840 4.101920 3.996307 4.079025
## 958 4.222222 4.138889 4.027778
## 1819 4.166667 4.222222 4.111111
## 2120.1 4.249384 4.072044 4.121305
## 157 3.858974 3.653846 3.846154
## 2664 4.136187 4.082361 4.035668
## 2829.1 4.016667 3.901667 3.911667
## 1240 2.354839 2.483871 2.322581
## 149.1 3.833333 3.666667 3.500000
## 765 4.250000 4.250000 4.750000
## 1794 3.604167 3.562500 3.666667
## 655 3.562500 3.660714 3.535714
## 2977.1 4.000000 3.458333 4.000000
## 2958 3.355183 3.318598 3.474085
## 282 3.500000 3.500000 3.500000
## 2281 3.427083 3.395833 3.515625
## 665 4.000000 4.000000 4.000000
## 438 3.828431 3.779412 3.904412
## 865 3.610568 3.647750 3.696673
## 2572 3.076923 3.153846 3.076923
## 1758 3.600000 3.300000 3.600000
## 1053 3.087629 3.092784 3.577320
## 2690 4.000000 3.750000 3.750000
## 2070 3.694444 3.438889 3.727778
## 909 3.282258 3.387097 3.471774
## 786 3.286290 3.334677 3.310484
## 1135.3 3.461538 3.576923 3.705128
## 1875 3.669154 3.604478 3.788557
## 1352.1 2.500000 2.666667 2.333333
## 1072 3.651235 3.675926 3.790123
## 1057 2.625767 2.684049 2.815951
## 2507 4.147783 4.071429 4.124795
## 1696 2.387097 2.612903 2.580645
## 785.1 3.661932 3.670455 3.525568
## 1444.1 3.520833 3.576389 3.715278
## 2523 4.413399 4.343137 4.184641
## 3101 3.892879 3.800365 4.080037
## 254 4.062907 3.962581 3.651302
## 445 3.821429 3.571429 3.857143
## 1839.1 4.088235 4.088235 4.132353
## 3023 4.051994 3.987179 4.146011
## 688.1 3.813456 3.827217 3.909786
## 393 4.048780 3.975610 3.939024
## 2890 3.775000 3.625000 3.775000
## 1895 3.589319 3.663904 3.871087
## 3078 4.500000 4.000000 4.500000
## 3154 4.037698 3.956349 3.986111
## 2368.1 3.870968 3.677419 3.838710
## 1549 3.088710 3.066716 3.350440
## 1813 3.887640 3.785112 4.129213
## 2950.1 3.349451 3.396703 3.684615
## 797 3.000000 3.250000 3.000000
## 1744 3.818182 3.780303 3.946970
## 989.1 3.678715 3.785141 3.704819
## 1436 3.638298 3.622340 3.824468
## 1655.1 4.016129 3.967742 4.000000
## 698 3.396671 3.398058 3.539528
## 1564 3.796053 3.815789 3.967105
## 44 4.264977 4.187788 4.059908
## 1204 3.514793 3.502959 3.727811
## 2172 4.000000 3.750000 3.750000
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## 1469 3.434783 3.565217 3.456522
## 398 3.685714 3.728571 3.609524
## 1735.1 3.909091 3.681818 4.045455
## 1554 3.669767 3.583721 3.834884
## 526 2.923077 3.038462 3.115385
## 1595 4.253745 4.084270 3.996255
## 135.1 3.878571 3.800000 3.996429
## 3196 3.902299 3.862069 3.879310
## 641.1 4.037634 4.005376 4.139785
## 3046 3.578035 3.468208 3.710983
## 777.1 3.792394 3.723308 3.561410
## 176 3.766667 3.877778 3.988889
## 2528.1 3.833333 3.650000 3.888889
## 969 3.300000 3.150000 3.050000
## 1535 4.239130 3.978261 4.043478
## 2098 3.453704 3.449074 3.546296
## 2279.2 3.617647 3.609244 3.647059
## 3093.1 3.650000 3.700000 3.650000
## 807 4.134050 4.018638 4.146237
## 2640 3.888889 3.962963 3.981481
## 203.1 3.846939 3.836735 4.117347
## 2578.1 3.636364 3.636364 3.636364
## 1904 3.470000 3.540000 3.645000
## 1743 3.833333 3.777778 3.888889
## 3034.1 3.605882 3.538235 3.835294
## 2204 4.179688 3.921875 4.085938
## 294 4.000000 4.000000 4.000000
## 1313.1 2.841085 2.965116 3.151163
## 1685.1 2.338235 2.372549 2.441176
## 1868 3.811441 3.722458 3.938559
## 310 3.404255 3.384752 3.517730
## 2850 4.177083 4.114583 4.229167
## 229 3.727848 3.708861 3.816456
## 2668 4.297468 4.243038 4.136709
## 2367.1 3.688679 3.594340 3.584906
## 1328.2 4.000000 4.500000 4.500000
## 2861 3.789773 3.751894 3.820076
## 2877.1 3.551020 3.530612 3.581633
## 2707 4.455056 4.220974 4.284644
## 203.2 3.846939 3.836735 4.117347
## 1387 2.459350 2.575203 2.666667
## 2832.1 4.016760 3.927374 3.988827
## 2800.1 4.168675 4.070783 4.034639
## 165 3.307692 3.371795 3.538462
## 2969 3.381395 3.355814 3.527907
## 201 3.331858 3.477876 3.610619
## 843 3.555556 3.666667 3.666667
## 1549.1 3.088710 3.066716 3.350440
## 1418.1 3.441026 3.374359 3.627350
## 1335.2 3.547170 3.462264 3.726415
## 413 4.000000 4.250000 4.250000
## 2771 3.775000 3.790625 3.615625
## 2522.1 3.875000 4.375000 4.125000
## 1260 2.714286 3.035714 2.821429
## 3095.1 4.105263 4.052632 3.973684
## 1907 4.412214 4.343511 4.534351
## 1176 3.535714 3.375000 3.589286
## 1085 3.094972 3.150838 3.256983
## 2507.1 4.147783 4.071429 4.124795
## 1632 4.104651 3.383721 3.906977
## 883 3.795775 3.816901 3.816901
## 613 3.759259 3.870370 3.851852
## 32.1 3.636364 3.727273 3.681818
## 797.1 3.000000 3.250000 3.000000
## 2334.1 4.000000 4.000000 4.000000
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## 589 4.121232 4.008519 4.136959
## 1996 3.906375 3.785857 3.935259
## 2009 3.888258 3.681818 3.935606
## 418.1 4.125000 4.000000 4.250000
## 577 3.531250 3.625000 3.656250
## 1520 3.500000 3.733333 3.566667
## 1208 3.268750 3.275000 3.450000
## 2254 4.000000 3.941667 3.925000
## 1105 3.789308 3.779874 3.864780
## 2126.1 4.100000 4.000000 4.300000
## 2864.1 3.978947 3.821053 3.931579
## 2257 3.958333 3.750000 3.666667
## 819 4.303922 4.058824 4.259804
## 2195 4.063830 3.861702 3.936170
## 478 3.645382 3.513113 3.706956
## 1840.1 3.458730 3.457143 3.557143
## 1878 3.295455 3.386364 3.559091
## 800.1 3.554545 3.627273 3.527273
## 1519.1 3.451501 3.351039 3.632794
## 1597.1 4.468320 4.308540 4.373278
## 1348 3.390156 3.332533 3.686074
## 2735 3.886218 3.834936 3.891026
## 2443 4.299601 4.103196 4.061252
## 1862 3.696798 3.690207 3.870998
## 1866 3.464459 3.509693 3.666397
## 1665 3.880435 3.847826 3.836957
## 1862.1 3.696798 3.690207 3.870998
## 1863 3.764407 3.705085 3.840678
## 2144.1 3.500000 3.272727 3.590909
## 3144.1 4.526012 4.361272 4.453757
## 2949 3.449612 3.505426 3.740310
## 1532.1 3.612903 3.419355 3.758065
## 911 3.333333 3.333333 3.333333
## 1885 3.615909 3.577273 3.747727
## 273 3.906250 3.898438 3.895833
## 1501 3.666667 3.625000 3.875000
## 1078 3.063910 3.052632 3.150376
## 1724 3.600000 3.433333 3.733333
## 1352.2 2.500000 2.666667 2.333333
## 2291.1 3.875000 3.791667 4.083333
## 2598 3.705128 3.653846 3.756410
## 681 4.375000 4.250000 4.125000
## 70 3.825359 3.688995 3.600478
## 798 3.764706 3.882353 3.750000
## 1529.1 4.200000 4.000000 4.300000
## 249 3.562500 3.437500 3.500000
## 2079 4.000000 3.875000 3.875000
## 351.1 4.090278 4.020833 3.986111
## 1470 3.352868 3.375312 3.551122
## 58.1 3.442529 3.586207 3.465517
## 1684 2.287770 2.348921 2.528777
## 96 4.035714 4.071429 4.035714
## 3059 2.881111 2.986667 3.185556
## 1002 3.771186 3.889831 3.983051
## 2294.2 3.445652 3.478261 3.500000
## 1075.1 3.505747 3.500000 3.666667
## 963.1 4.250000 4.000000 4.250000
## 451 3.665367 3.583463 3.740250
## 2672 3.920000 3.821053 3.908421
## 2655 3.283019 3.028302 3.349057
## 788 3.649573 3.542735 3.384615
## 2408.1 3.595238 3.880952 3.666667
## 1804.1 3.945415 3.804949 4.097525
## 147 3.541667 3.541667 3.715278
## 2895 4.104426 4.058783 4.052559
## 2856 3.901316 3.868421 3.846491
## 2756 3.626147 3.605505 3.621560
## 1339 3.934783 3.956522 4.021739
## 2496.1 4.697017 4.579278 4.591052
## 1440.1 3.623377 3.623377 3.707792
## 1539.1 3.633333 3.641667 3.741667
## 742.1 4.060976 3.926829 3.890244
## 1171 3.916667 4.000000 4.166667
## 132.1 4.000000 4.500000 4.000000
## 871 3.807229 3.761044 3.845382
## 2402 3.700000 3.660000 3.760000
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## 1695 2.789474 2.921053 2.736842
## 2232 3.613402 3.623711 3.737113
## 2062 3.777439 3.637195 3.911585
## 581.1 3.144737 3.223684 3.276316
## 2089.1 4.170382 4.089172 4.068471
## 1458 3.933042 3.832606 4.072780
## 1222 2.760000 2.840000 2.986667
## 2955 3.267619 3.423810 3.604762
## 2659 4.501199 4.387890 4.354516
## 2527 3.748790 3.582661 3.751613
## 1668 4.500000 4.000000 4.500000
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## 2243.2 4.119323 4.044969 4.091719
## 2838 3.880658 3.825103 3.804527
## 2395.1 3.984211 3.863158 4.000000
## 2481.1 3.500000 3.500000 3.500000
## 2008.1 4.189189 4.063063 4.042793
## 2441.1 3.805556 3.666667 3.944444
## 2346 4.153707 3.993671 4.060579
## 139.1 3.862132 3.755515 4.112132
## 2391.1 3.732323 3.691919 3.863636
## 310.1 3.404255 3.384752 3.517730
## 2061 4.244186 4.290698 4.186047
## 10 3.587755 3.608163 3.767347
## 2199.1 4.071429 4.005102 3.954082
## 1551 3.800000 3.600000 3.800000
## 2377.1 3.624579 3.602694 3.664983
## 2694.1 4.220883 4.165304 4.032284
## 1044 1.985612 2.079137 2.334532
## 994 3.732759 3.745690 4.051724
## 107 3.974468 3.803191 4.071277
## 1332.1 3.905660 3.827044 3.993711
## 3092 4.125000 4.125000 4.375000
## 1176.1 3.535714 3.375000 3.589286
## 1487 3.618852 3.663934 3.786885
## 3119 3.876640 3.811024 3.989501
## 2167 3.621212 3.696970 3.606061
## 2618.1 3.749386 3.715397 3.739148
## 3025 4.000000 4.166667 4.000000
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## 2963 3.008287 3.165746 3.207182
## 2850.1 4.177083 4.114583 4.229167
## 1295.1 3.608527 3.596899 3.910853
## 183 3.804348 3.782609 3.695652
## 1824 4.057007 4.091449 4.223278
## 2944 4.000000 3.750000 3.500000
## 2652 4.352941 4.147059 4.205882
## 909.1 3.282258 3.387097 3.471774
## 736 3.808370 3.721366 3.665198
## 3148 4.360000 4.240000 4.320000
## 1478.1 3.166667 3.166667 3.166667
## 1368.2 2.004739 2.154028 2.601896
## 2747 4.467606 4.246479 4.066197
## 3061 3.473684 3.557018 3.798246
## 1757.1 3.666667 3.333333 3.666667
## 1600.1 4.115385 4.115385 4.000000
## 337.1 4.088235 4.058824 4.205882
## 2651 3.300000 3.100000 3.200000
## 1973 3.427273 3.463636 3.281818
## 75 3.990964 3.906627 3.891566
## 417 3.000000 3.000000 3.000000
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## 2467 3.974006 3.892966 3.915902
## 1525 3.607639 3.493056 3.725694
## 2918.1 4.000000 3.918129 3.880117
## 1963 3.941429 3.932857 3.841429
## 513 3.790984 3.672131 3.831967
## 2847 3.652778 3.680556 3.663194
## 634 3.823755 3.800766 3.940613
## 2318.1 4.217557 4.118321 4.038168
## 2779.1 3.700117 3.675763 3.568075
## 2702.1 4.218354 4.219937 4.047468
## 2363 3.453704 3.462963 3.384259
## 2628 3.232240 3.183060 3.584699
## 3051 3.818519 3.722222 4.001852
## 133.2 3.964646 3.863636 3.984848
## 2050 4.093220 3.974576 4.186441
## 711 3.752556 3.673824 3.677914
## 516.2 3.888413 3.825628 4.059646
## 2007 3.515152 3.442235 3.587121
## 2628.1 3.232240 3.183060 3.584699
## 1597.2 4.468320 4.308540 4.373278
## 77 4.491071 4.410714 4.375000
## 2386 3.702128 3.606383 3.882979
## 1067 3.497899 3.489496 3.558824
## 731 3.318681 3.241758 3.335165
## 2372 3.777180 3.774194 3.906810
## 1707 2.333333 2.500000 2.333333
## 1163.1 3.897541 3.807377 3.786885
## 2725 3.978507 3.943439 3.876697
## 3189 3.642857 3.471429 3.628571
## 14 3.303571 3.267857 3.482143
## 1314 3.321429 3.276786 3.500000
## 2677 3.947183 3.757042 3.957746
## 3147 3.942922 3.757991 3.785388
## 1398.2 3.000000 2.925000 3.108333
## 1843 3.894309 3.808943 3.853659
## 178 4.181661 4.174740 4.039792
## 1990 4.241085 4.080620 4.179070
## 2051 3.828502 3.739130 3.801932
## 511 4.269231 4.115385 4.269231
## 815.1 4.175351 4.057114 4.128591
## 1375 2.047170 2.160377 2.254717
## 345.1 4.300000 4.000000 4.200000
## 2286 3.750000 3.750000 3.750000
## 38 4.250000 4.250000 4.468750
## 1944 3.715640 3.706161 3.864929
## 402 3.500000 3.500000 3.833333
## 1685.2 2.338235 2.372549 2.441176
## 1013.1 3.750000 4.125000 3.937500
## 309 3.837891 3.808594 3.806641
## 2454 3.777778 3.666667 4.000000
## 2545.1 4.148148 4.240741 4.203704
## 3062 3.686567 3.694030 3.932836
## 2561 3.743902 3.597561 3.768293
## 2069 3.881679 3.683206 3.858779
## 2532 3.969697 3.779614 4.009642
## 1377 3.143836 3.095890 3.520548
## 645 3.902062 3.783505 3.912371
## 1580 3.089744 3.012821 3.333333
## 3175 3.522013 3.452830 3.474843
## 1799.1 3.982341 3.878116 4.075831
## 1724.1 3.600000 3.433333 3.733333
## 73 3.884783 3.936957 3.821739
## 92 3.458333 3.325000 3.591667
## 2726.1 4.373134 4.174129 4.293532
## 1178 2.870968 3.064516 3.048387
## 2530 4.222727 3.997727 4.173864
## 2317 4.342394 4.225823 4.217459
## 2661 4.270742 4.147926 4.166485
## 2726.2 4.373134 4.174129 4.293532
## 2469 4.750000 4.250000 4.500000
## 1061 2.750000 2.905000 2.960000
## 1695.1 2.789474 2.921053 2.736842
## 932.1 4.229079 4.123431 4.020572
## 1910 3.500000 3.500000 3.500000
## 987 3.621479 3.697183 3.938380
## 542 3.142857 3.142857 2.642857
## 2144.2 3.500000 3.272727 3.590909
## 3082 3.833333 3.916667 4.083333
## 1183.1 2.578947 2.526316 2.552632
## 1544.2 3.494118 3.470588 3.541176
## 905 4.750000 4.625000 4.500000
## 1436.1 3.638298 3.622340 3.824468
## 1556 3.594937 3.639241 3.737342
## 2601 3.204082 3.071429 3.306122
## 2123.2 4.142857 4.038095 4.109524
## 2466.2 4.535714 4.142857 4.321429
## 528.1 3.625000 3.916667 3.750000
## 603 3.745283 3.745283 3.750943
## 3141 4.195431 4.005076 4.192893
## 3115.1 4.055461 3.961604 4.103242
## 1190 3.152225 3.210773 3.359485
## 1832.1 3.661826 3.632780 3.786307
## 610.1 4.180000 4.120000 4.280000
## 856 4.056604 4.018868 3.924528
## 2804 4.124236 4.061100 4.085540
## 586 4.236705 4.089884 4.137572
## 24.1 3.588235 3.411765 3.470588
## 34 4.266667 4.266667 4.166667
## 1396 2.561224 2.693878 2.622449
## 2381.1 3.500000 4.000000 3.375000
## 2038 3.388889 3.388889 3.222222
## 2047 4.130827 4.045865 4.052632
## 1465 3.267081 3.279503 3.456522
## 1384.1 2.730769 2.756993 2.998252
## 1813.1 3.887640 3.785112 4.129213
## 1440.2 3.623377 3.623377 3.707792
## 3010.2 4.250000 4.020833 4.270833
## 2195.1 4.063830 3.861702 3.936170
## 1404 3.416667 3.750000 3.625000
## 2857 3.687117 3.541411 3.610429
## 1422 3.650327 3.640523 3.823529
## 1002.1 3.771186 3.889831 3.983051
## 1399 2.621622 2.581081 2.824324
## 1948 3.767442 3.765116 3.904651
## 2339 4.125931 4.027916 3.965881
## 560.1 4.333333 4.000000 4.166667
## 1061.1 2.750000 2.905000 2.960000
## 521 4.000000 4.100000 4.000000
## 1252 2.500000 3.000000 2.500000
## 687 3.843333 3.756667 3.838333
## 1359 2.427861 2.475124 2.893035
## 1494 4.277778 4.166667 4.222222
## 331 4.113636 3.977273 4.221591
## 3149 4.625000 4.208333 4.458333
## 2848 4.051471 3.985294 4.007353
## 434 3.330745 3.231366 3.431677
## 1542 3.710526 3.710526 3.894737
## 682.2 3.910584 3.848540 3.996350
## 2624 3.525485 3.384709 3.598301
## 197 3.404167 3.458333 3.575000
## 2313.1 3.500000 3.333333 3.500000
## 1210 2.866197 2.880282 3.197183
## 3171 4.097222 4.034722 4.006944
## 356 3.421053 3.500000 3.368421
## 2966 3.450704 3.528169 3.577465
## 2250 3.795455 3.856061 3.712121
## 1642 4.087838 4.038288 4.101351
## 595 4.121403 4.031475 4.168165
## 2225.1 3.556338 3.528169 3.683099
## 2472 3.636364 3.617647 3.724599
## 1754 3.055556 3.277778 3.277778
## 100 4.605263 4.460526 4.546053
## 1448.1 4.500000 4.000000 4.500000
## 2481.2 3.500000 3.500000 3.500000
## 121 3.668478 3.592391 3.690217
## 2059 3.882353 3.823529 3.911765
## 1397 2.764151 2.952830 2.811321
## 2612 3.800000 3.700000 3.900000
## 1033 1.942308 2.115385 2.339161
## 184 3.750000 4.250000 4.250000
## 2990.2 3.659091 3.651515 3.750000
## 2254.1 4.000000 3.941667 3.925000
## 2526 4.118699 4.003252 4.136992
## 3104 3.669219 3.597243 3.810873
## 2452 3.957317 3.762195 3.762195
## 532.1 3.500000 4.000000 3.500000
## 2040 3.766667 3.622222 3.622222
## 1956 2.894444 3.100000 3.177778
## 2724 4.149644 4.080760 4.070071
## 2553.1 4.041985 3.809160 4.022901
## 1239 2.857143 2.750000 2.821429
## 3071.1 3.793103 3.741379 4.000000
## 2230 4.068182 3.882576 4.140152
## 3132 3.606884 3.652174 3.742754
## 1887 3.229630 3.288889 3.377778
## 1744.1 3.818182 3.780303 3.946970
## 2945 3.166667 3.500000 3.833333
## 514 3.635514 3.490654 3.883178
## 2257.1 3.958333 3.750000 3.666667
## 672.1 4.106183 4.108871 4.161290
## 2354 3.925856 3.914449 3.773764
## 379 4.050000 4.150000 4.116667
## 1523 4.162322 4.027251 4.132701
## 2393 3.761905 3.630952 3.827381
## 3164 3.013866 3.084013 3.020392
## 1596 4.170819 4.090747 4.009786
## 748 2.714286 3.071429 2.428571
## 1296 3.906780 3.898305 4.101695
## 1582.2 2.714286 3.035714 3.178571
## 923 3.604938 3.574074 3.660494
## 2959 3.508163 3.595918 3.761224
## 1771.1 4.363510 4.207521 4.087744
## 2313.2 3.500000 3.333333 3.500000
## 2429.2 3.500000 3.916667 3.666667
## 772.1 3.000000 3.000000 4.000000
## 1670 4.000000 4.500000 4.500000
## 346 4.065104 3.924479 4.091146
## 2297.1 3.692308 3.692308 3.846154
## 1014 3.560345 3.637931 3.853448
## 3180 3.809406 3.762376 3.801980
## 2553.2 4.041985 3.809160 4.022901
## 188 3.440000 3.450000 3.550000
## 1211 3.074194 3.177419 3.322581
## 363 2.916667 3.000000 3.083333
## 3077 3.500000 3.500000 4.000000
## 2647 3.896552 3.758621 3.931034
## 496.1 3.554688 3.488281 3.628906
## 1030 2.939785 2.979570 3.289247
## 1139 2.636364 2.863636 2.727273
## 234 3.885965 3.842105 4.000000
## 2888.2 3.391304 3.456522 3.282609
## 377.2 3.856195 3.789823 3.860619
## 3170.2 3.287009 3.323263 3.318731
## 2160.1 4.364865 3.878378 4.270270
## 2126.2 4.100000 4.000000 4.300000
## 568 3.500000 3.500000 3.500000
## 3026 4.335616 4.228767 4.371233
## 2520 5.000000 4.500000 4.500000
## 666 4.000000 4.000000 4.000000
## 2123.3 4.142857 4.038095 4.109524
## 2573 3.842857 3.614286 3.900000
## 1407 1.846154 2.115385 2.115385
## 40 3.931688 3.901837 3.704363
## 1591 3.250000 3.250000 3.000000
## 3093.2 3.650000 3.700000 3.650000
## 2617.1 3.353394 3.446606 3.685068
## 757 2.583333 2.638889 3.000000
## 1233 2.878788 3.121212 2.969697
## 1497 4.295181 4.120482 4.198795
## 2254.2 4.000000 3.941667 3.925000
##
## [[2]]
## Name
## 1161 Efes Dark
## 387 Alpen Glow
## 1080 Schell's Dark
## 567 Little Kings Cream Ale
## 1036 Batch 19Coors Brewing Company (Molson-Coors)
## 2594 Dissent
## 1412 Earthquake High Gravity Lager (10%)
## 2021 Smoke
## 2390 Dark Island Reserve
## 1700 Gerstel Non Alcoholic
## 2511 Double Stout
## 2462 Le Serpent
## 232 Southside Blonde
## 2566 March Of The Penguins
## 270 Josephs Brau Winter Brew
## 847 Otter Creek Fresh Slice
## 2562 Rosie Parks Oyster Stout
## 504 Truck Stop Honey Brown Ale
## 1919 Kozel
## 2114 Gran Sport Porter
## 31 Little Red Cap
## 886 NetherWorld Cascadian Dark Ale
## 3127 ZÔN
## 2804 Grand Cru
## 523 The Citizen
## 1002 Endless River
## 3054 Benediktiner Weissbier
## 1124 Shiner Dortmunder (Spring Ale)
## 1019 Corona Extra
## 2137 Big Black Smoke
## 3020 Erdinger Weissbier (Hefe-Weizen)
## 641 Les Bière Des Sans Culottes
## 1505 Rauchbier
## 1719 Motor City Brewing Ghettoblaster
## 2224 Red Tail Ale
## 3137 Temptation
## 2809 Green Flash Grand Cru
## 343 Samuel Adams Cherry Chocolate BockBoston Beer Company (Samuel Adams)
## 2803 Hitachino Nest Extra High (XH)
## 1483 OktoberFish
## 1578 Vienna-Style Amber Lager
## 2060 Sly Rye Porter
## 331 Southampton May Bock
## 2165 Dark O' The Moon
## 703 Wisconsin Belgian Red
## 1774 Ola Dubh Special Reserve 12
## 1108 Supper Club
## 402 Weizenbock
## 2747 Samuel Adams UtopiasBoston Beer Company (Samuel Adams)
## 2387 Burning Skye Scottish Style Ale
## 2387.1 Burning Skye Scottish Style Ale
## 2673 One Oatmeal Stout
## 2115 Black Earth PorterGreat Dane Pub & Brewing Company (Downtown)
## 1143 Lunatic Lager
## 604 Abbey Ale
## 2557 Echigo Stout
## 1816 Phin & Matt's Extraordinary Ale
## 579 Henry Weinhard's Blue Boar Ale
## 1881 Very Bad Elf Special Reserve Ale
## 1783 Gale's Prize Old Ale
## 716 Fort
## 2910 Devil's Backbone
## 755 Kinmugi (Rich Malt)
## 2344 Traquair House Ale
## 2343 Wee Heavy
## 633 Perdition
## 280 Lobotomy Bock
## 3043 The Love Wheat Beer
## 743 Bog Water
## 507 Nut Brown Ale
## 751 Gothic Ale
## 1402 Old Monk 10000
## 855 Hopus
## 281 Primátor Double Bock Beer
## 2492 Ten FIDY
## 1541 Black Radish Dark Lager
## 946 Unearthly (Imperial India Pale Ale)
## 2304 Roggenbier
## 212 Blonde Ale
## 1161.1 Efes Dark
## 333 Bock-Bier
## 1414 Axe Head Malt Liquor
## 372 Dreher Bak
## 2574 Woody Stout
## 2671 Oatmeal Stout
## 2497 Storm King Stout
## 1180 Primator Dark Lager
## 2364 Shaggin' In The Wood
## 3133 Blanche De Namur
## 1976 Summer Pilsner Fusion
## 1306 India Pale Lager
## 1533 Schwarzbier
## 1657 Mort Subite Oude Gueuze
## 2669 Oatmeal Stout
## 2643 Stouterik (The Brussels Stout)
## 2275 River Falls Red Ale
## 1563 The Raven Special Lager
## 724 Apricot Wheat
## 1038 Hamm's
## 2171 Pumking - Rum Barrel Aged
## 1722 Dark Ale
## 2497.1 Storm King Stout
## 949 Gubna
## 1243 Boss Beer
## 3141 Juliet
## 532 1888
## 956 Ruination Double IPA 2.0
## 3069 Dancing Trout Ale
## 843 Chainbreaker White IPA
## 2192 Kasteel Rouge
## 3045 Mad King's Weiss
## 157 Ruby Red Ale
## 1864 Extra Pale Ale
## 3021 DreamWeaver Wheat
## 1281 Stiegl Goldbräu
## 2886 1488 Whisky Beer
## 1377 Shiner Light
## 9 Copper
## 755.1 Kinmugi (Rich Malt)
## 2496 CBS (Canadian Breakfast Stout)
## 976 Monastyrskiy Black Currant Kvas
## 1076 Texas Red Amber Lager
## 2577 Potro
## 2300 Schleimhammer Roggenbier
## 3018 Hefe-Weissbier Naturtrüb
## 1900 Golden Pheasant
## 1359 Miller High Life Light
## 1812 Pride & Joy Mild Ale
## 2891 Ripon Jewel Ale
## 2273 McSorley's Irish Pale Ale
## 2940 Winter Wheat
## 2459 Chunga's Old Bruin
## 1515 Bamberg Rauchbier
## 2631 O.V.L. Stout
## 1745 Dead Horse Amber Ale
## 2250 Double Dread Imperial Red Ale
## 2720 Wake Up Dead
## 1777 Christmas Ale
## 2184 Christmas Ale
## 1800 Alpha King
## 990 Full Circle
## 1050 Grain Belt Premium
## 722 Cucumber Saison
## 31.1 Little Red Cap
## 2237 Jamaica Red Ale
## 858 Pan Galactic Gargle Blaster
## 2971 White Gold
## 1382 Pabst Blue Ribbon Light
## 530 Red Bird Ale
## 2942 Jamieson Mountain Ale
## 1449 Original Münchner Dunkel
## 1741 Ruby Mild
## 394 Volks Weizenbock
## 1761 Jacob Mac Mild
## 1342 Fürsten Zwickel
## 473 North By Northwest Okanogan Black Ale
## 1314 Koshihikari Echigo Beer
## 985 Summertime
## 2885 Peculiar
## 1301 Ottakringer Helles
## 1625 Mort Subite Kriek
## 1193 St. Pauli Girl
## 2723 Black Metal Farmhouse Imperial Stout
## 2572 Bonecrusher Stout
## 665 Finlandia Strong Sahti
## 3111 UFO White
## 1126 Mountain Lager
## 2047 Old Engine Oil Black Ale
## 1412.1 Earthquake High Gravity Lager (10%)
## 2777 Trappistes Rochefort 8
## 999 Krankshaft Kölsch
## 2959 Montana Trout Slayer Wheat Ale
## 2195 Straffe Hendrik Quadrupel
## 753 Reggae Junkie
## 2756 Eye of the Hawk
## 2042 Fear And Trembling (Cabernet/Bourbon Blend)
## 2022 Sinebrychoff Porter
## 2808 Brasserie Des Rocs Triple Impériale
## 3008 Unertl Weissbier
## 1231 Reserva 1925
## 2855 St. Feuillien Grand Cru
## 2589 Dragon Stout
## 925 90 Minute IPA
## 65 Barrel Aged Behemoth
## 1481 Oktober Fest
## 2662 Shakespeare Oatmeal Stout
## 1785 Hibernation Ale - Barrel-Aged
## 1489 Barktoberfest
## 47 Flying Mouflan
## 295 Double Ice Bock
## 261 Butthead Doppelbock
## 3191 Winter Ale
## 2108 Chief BlackHawk Porter
## 1560 Saranac Season's Best - Nut Brown Lager
## 2131 Double Porter Smoked
## 535 Westy
## 2876 Pride Of Milford Special Ale
## 1434 Schadenfreude
## 2880 Extra Special Oak (ESO)
## 2508 Espresso Oak Aged Yeti Imperial Stout
## 252 Salvator
## 1494 Smoke & Dagger
## 63 Smuttynose Barleywine Style Ale (Big Beer Series)
## 2005 Saranac Caramel Porter
## 2409 Norwegian Wood
## 152 Adnams Southwold Bitter
## 599 Trappist Achel 8° Bruin
## 1213 Original Organic Lager
## 360 Mountain Holidays In Vermont
## 2646 Three Feet Deep
## 78 §ucaba
## 89 Bligh's Barleywine Ale
## 2694 Black Chocolate Stout
## 1737 Oliver's Dark Horse
## 833 Deviant Dale's IPA
## 594 Dubbel Ale
## 638 Castelain Blond Biere De Garde
## 1828 Raftman
## 2785 Delirium Noël (Christmas)
## 1460 Oktoberfest
## 2197 Smuttynose Gravitation (Big Beer Series)
## 807 Centennial IPA
## 1883 8th Street Pale Ale
## 1367 Sankaty Light
## 1451 Tradition
## 3128 Kronenbourg 1664 Blanc
## 1607 Blåbær Lambik
## 817 Harvest Ale
## 389 Teufel Bock
## 1471 Märzen
## 2361 Sheep Shagger Scotch Ale
## 2492.1 Ten FIDY
## 3052 Penn Weizen
## 400 Summer Haze Pale Weizenbock
## 1229 Warka Premium (Strong)
## 2776 Grande Réserve (Blue)
## 2522 Speedway Stout - Vietnamese Coffee
## 557 El Lapino
## 2685 Ohio City Oatmeal Stout
## 2367 Scotch Ale
## 1699 Baltika #0 Non-Alcoholic
## 1468 Dogtoberfest
## 946.1 Unearthly (Imperial India Pale Ale)
## 2416 Grodziskie
## 704 Purple Haze
## 675 Pepe Nero Belgian Style Ale
## 2572.1 Bonecrusher Stout
## 1284 Firestone Lager
## 1806 Edward
## 412 Premium Oak Brackett
## 2104 Robust Porter
## 3052.1 Penn Weizen
## 262 Autumnal Fire
## 2719 Dark Apparition
## 498 Bad Penny
## 2871 Manchester Star AleJ.W. Lees & Co (Brewers) Ltd
## 1222 Casablanca Beer
## 1331 Hacker-Pschorr Munchner Kellerbier (Anno 1417)
## 304 Dead Guy Ale
## 1991 Pipeline Porter
## 119 Autumn Ale
## 810 Blind Pig
## 2563 Hopback Entire Stout
## 1939 Pils
## 2454 Madamin
## 1574 Danish Red Lager
## 2609 Bulls Bay Oyster Stout
## 817.1 Harvest Ale
## 2361.1 Sheep Shagger Scotch Ale
## 2425 Rex Attitude
## 819 Head Hunter
## 1736 Original Sarah Hughes Dark Ruby MildBeacon Hotel (Sarah Hughes Brewery)
## 3190 Special Holiday Ale
## 2573 Martello Stout
## 2372 Scottish Ale
## 1681 Mort Subite Blonde Lambic
## 669 Sofie
## 1060 Birra Peroni
## 2255 Double Rainbow
## 1220 Baltika #5 Gold
## 1455 Spaten Oktoberfestbier Ur-Märzen
## 630 Avant Garde
## 538 Ghost Face Killah
## 317 Narragansett Bock
## 89.1 Bligh's Barleywine Ale
## 2649 Susquehanna Stout
## 259 Liberator Doppelbock
## 2193 Blasphemy
## 2522.1 Speedway Stout - Vietnamese Coffee
## 358 Winterbock
## 3037 Tucher Helles Hefe Weizen
## 1700.1 Gerstel Non Alcoholic
## 1005 Lancaster Kölsch
## 2501 World Wide Stout
## 974 Obolon Kwas Chlebowy
## 2678 Earl Coffee Oatmeal Stout
## 326 Andechser Bergbock Hell
## 2079 Busted Knuckle Ale
## 147 Long Haul Session Ale
## 801 Sculpin
## 185 Eisenbahn Lust Prestige
## 1404 Region Riot
## 3125 Grey Lady
## 1902 Steam Whistle Pilsner
## 920 Proper Job
## 1770 Old Stock Cellar Reserve (Aged In Bourbon Barrels)
## 438 Bellaire Brown Ale
## 2698 Plead The 5th Imperial Stout
## 994 Sünner Kölsch
## 334 Brinkley's Maibock
## 1475 Bob's '47 Oktoberfest
## 2639 Wrasslers XXXX Stout
## 2701 Bourbon Barrel Aged Plead The 5th
## 900 India Pale Ale
## 3117 Holy Moses White Ale
## 1117 Northwoods Lager
## 138 Fuller's London Pride
## 2328 Permagrin
## 2880.1 Extra Special Oak (ESO)
## 356 Saranac Chocolate Lager
## 1125 Svyturys Ekstra
## 108 Old Thumper
## 2966 Pineapple Mana Wheat
## 479 Southern Pecan
## 1372 Medalla Light
## 2739 Moo Thunder Stout Farmhouse Ale
## 1000 32°/50° Kölsch
## 2668 B.O.R.I.S. Oatmeal Imperial Stout - Barrel-Aged
## 702 Rübæus
## 265 St. Victorious
## 185.1 Eisenbahn Lust Prestige
## 1628 Experimental Raspberry
## 1623 Spontanframboos
## 1721 Hockley Dark
## 2461 Oud Bruin
## 979 Danilo Pohmilny Kvas
## 603 Affligem Dubbel
## 1809 Headwaters Pale Ale
## 738 Grozet
## 887 Foster
## 360.1 Mountain Holidays In Vermont
## 2562.1 Rosie Parks Oyster Stout
## 904 Bad Elf Winter's Ale
## 1630 Strawberry Lambicus
## 2794 17 Grande Réserve
## 2060.1 Sly Rye Porter
## 2924 Augustijn Ale
## 3088 Wood Ya Honey
## 2404 Skye Black
## 439 George
## 209 Lonely Blonde
## 735 Fraoch Heather Ale
## 1463 Oktoberfest
## 381 Der Weisse Bock
## 1051 Carta Blanca
## 1585 Chapeau Faro Lambic
## 2863 King Goblin
## 3184 Holly Jolly Christmas Ale
## 2226 Fixed Gear
## 2022.1 Sinebrychoff Porter
## 1551 Vienna Style Lager
## 16 Three Blind Mice
## 1744 Ossian
## 2323 RastafaRye Ale
## 553 Hot Chocolate
## 1965 Morimoto Imperial Pilsner
## 153 Geary's Winter Ale
## 2775 Super Kitty
## 799 La MeuleBFM (Brasserie des Franches-Montagnes)
## 230 Blond
## 775 Orion Nangoku Monogatari
## 2911 Trappist Achel 8° Blond
## 835 Crooked Tree IPA
## 657 Jenlain Bière De Printemps
## 2261 Smithwick's Imported Premium Irish Ale
## 2881 Triple
## 2475 Verhaeghe Echte Kriek / Echte Kriekenbier
## 140 Spitfire Premium Kentish Ale
## 1912 Saranac Bohemian Pilsener
## 2751 Fred
## 234 La Binchoise Blonde TraditionBrasserie La Binchoise (Malterie des Remparts)
## 1028 Tecate
## 297 Schorschbock Ice 13
## 2131.1 Double Porter Smoked
## 2356 Wee Heavy - Barrel-Aged
## 2147 Pumpkinhead Ale
## 466 Abbey Ale
## 2365 Maple Scotch-Style Ale
## 2606 Extra Stout
## 2689 Overcast Espresso Stout
## 330 PENNdemonium
## 1953 Flensburger Pilsener
## 2662.1 Shakespeare Oatmeal Stout
## 364 Bokbier
## 894 Blind Faith
## 1658 Reuss
## 1933 Pilsner
## 48 XS Old Crustacean
## 1390 Natty Daddy (8%)
## 2016 Coco Loco
## 2507 Miles Davis' Bitches Brew
## 770 Asahi Shinnama
## 3154 Maracaibo Especial
## 600 Lost & Found
## 1345 Miller Lite
## 2192.1 Kasteel Rouge
## 582 Canyon Cream Ale
## 1755 Thwaites Smooth
## 1600 Lou Pepe - Framboise
## 115 Belk's ESB
## 98 Bommen & Granaten
## 206 Summer Honey Ale
## 643 Saint Landelin La Divine
## 753.1 Reggae Junkie
## 1030 Molson Canadian Lager
## 1365 Tecate Light
## 1762 Finchcocks Original
## 1956 Simpler Times Pilsner
## 1751 Blue Label Ale
## 1653 Belle Vue Gueuze
## 2869 Old Crafty Hen
## 2552 Naked Fish
## 1311 Kirin Lager
## 2608 Black Rock Stout
## 2583 Indra Kunindra
## 3159 Christmas Ale
## 650 Ch'ti Blonde
## 1102 Shiner Kosmos Reserve
## 3004 Dunkelweizen
## 170 Little Dog
## 65.1 Barrel Aged Behemoth
## 2419 Rook & Vuur
## 847.1 Otter Creek Fresh Slice
## 1895 Mama's Little Yella Pils
## 1921 Czech Pilsner
## 838 India Pale Ale (IPA)
## 2917 St. Feuillien Triple
## 193 India Pale Ale
## 474 Valeir Donker
## 1305 Gulo Gulo I.P.L
## 1331.1 Hacker-Pschorr Munchner Kellerbier (Anno 1417)
## 2843 Victoria Ale
## 3058 Kristallweissbier
## 927 Lagunitas Sucks
## 1329 Zwickel
## 113 Extra Special Ale (ESA)
## 2823 Piraat
## 1003 Lug Tread Lagered Ale
## 2589.1 Dragon Stout
## 2968 Solace
## 287 Granitbock
## 2898 Trippel
## 2098 Southampton Imperial Porter
## 1018 Pabst Blue Ribbon (PBR)
## 492 Brewhouse Brown Ale
## 2469 Rodenbach Caractère Rouge
## 1801 Pseudo Sue
## 1095 Mojave Red
## 214 NOLA Blonde AleNew Orleans Lager & Ale Brewing Company (NOLA)
## 2709 Blaecorn Unidragon
## 1695 Drive
## 2161 La Parcela
## 434 Pecan Ale
## 2165.1 Dark O' The Moon
## 1473 Oaktoberfest
## 788 El Mole Ocho
## 2233 Loakal Red
## 2817 Duvel
## 2839 Grand Cru Winter Reserve
## 960 Heady Topper
## 1459 Festbier
## 423 Palo Santo Marron
## 2024 Carnegie Porter 5,5%
## 55 Lower De Boom Barleywine
## 914 Duke Of Wellington India Pale Ale
## 2765 Quilter's Irish Death
## 1511 Rauchbier
## 328 Maibock
## 2893 Golden Monkey
## 3075 Sanwald Kristall Weizen
## 1474 Warsteiner Premium Oktoberfest
## 2101 Pecan Pie Porter
## 2940.1 Winter Wheat
## 2760 Fred From The Wood
## 1114 Alpine Glacier Lager
## 2421 White Birch Tavern Ale
## 2781 The Mad Elf
## 2577.1 Potro
## 1283 Estrella Galicia Especial
## 835.1 Crooked Tree IPA
## 103 Old Abominable
## 2247 Tongue Buckler - Imperial Red Ale
## 1482 Oktoberfest
## 2389 Stone's Throw Scottish Ale
## 2093 (512) Whiskey Barrel Aged Double Pecan Porter(512) Brewing Company
## 697 Clara Grisette
## 3146 Framboise For A Cure
## 861 Hop Wrangler
## 2562.2 Rosie Parks Oyster Stout
## 1728 Floppin' Crappie
## 2822 La Chouffe (Blonde)
## 1537 Sustenance Black Bier
## 343.1 Samuel Adams Cherry Chocolate BockBoston Beer Company (Samuel Adams)
## 2895 Tripel (White)
## 1452 Negra
## 2905 Samuel Adams New World Tripel (Barrel Room Collection)Boston Beer Company (Samuel Adams)
## 1691 Nanny State
## 1002.1 Endless River
## 2396 Olde Ore Dock Scottish Ale
## 3179 Powder Hound Winter Ale
## 1675 Boon Lambiek
## 944 Arctic Panzer Wolf
## 1389 King Cobra Premium Malt Liquor
## 3111.1 UFO White
## 2144 Smoked Porter
## 2409.1 Norwegian Wood
## 1914 Long Day Lager
## 503 Brown Ale
## 1165 Alhambra Negra
## 1531 Einbecker Schwarzbier
## 30 Gravel Road
## 2667 Java Head Stout
## 2940.2 Winter Wheat
## 1757 Colón Rubia
## 2806 Abbaye Des Rocs [Brasserie Des Rocs Brune]
## 1244 Crest Super Premium Lager
## 2119 Smoked Porter
## 1331.2 Hacker-Pschorr Munchner Kellerbier (Anno 1417)
## 1687 Sharp's
## 2779 Raison D'Être
## 1999 Black Marlin
## 2556 Monk's Stout Dupont
## 648 La Choulette Ambrée
## 2037 Akevitt
## 2564 Double Stout (2012- )
## 1929 The Crisp
## 1046 Milwaukee's Best Ice
## 678 Saison Du BUFF
## 615 Solitude
## 1801.1 Pseudo Sue
## 2839.1 Grand Cru Winter Reserve
## 2437 Berliner Weisse
## 1639 Oude Gueuze
## 1744.1 Ossian
## 2061 Publican Porter (Imperial London Porter)
## 559 Green Chili Beer
## 2649.1 Susquehanna Stout
## 3011 Fürstenberg Weizen Hefe Dunkel
## 2993 10 Degrees Below
## 2804.1 Grand Cru
## 2911.1 Trappist Achel 8° Blond
## 872 Heavy Seas Black Cannon
## 724.1 Apricot Wheat
## 593 Père Jacques
## 998 Kölsch
## 2783 Delirium Nocturnum
## 1510 Smokey The Beer
## 1966 Imperial Spruce India Pilsner
## 1301.1 Ottakringer Helles
## 2613 Cascade Stout
## 1808 Red Chair NWPA
## 375 Moonglow Weizenbock
## 190 Tire Bite Golden Ale
## 1797 Pale Ale
## 2598 Cazeau Tournay Noire
## 1608 Pomme (Apple)
## 513 Geary's Autumn Ale
## 2691 Down 'N Dirty Chocolate Oatmeal Stout
## 1340 Paracelsus Zwickl
## 609 Siamese Twin Ale
## 2232 Mermaid's Red Ale
## 1951 Elm City Lager
## 1387 Colt 45 Malt Liquor
## 1520 Baba Black Lager
## 1613 Cassis
## 1452.1 Negra
## 1629 Experimental Cassis
## 634 Bière De Mars
## 342 Michelob AmberBock
## 2268 Red Trolley Ale
## 1958 Almaza Pilsner Beer
## 1777.1 Christmas Ale
## 3152 Boxer's Revenge
## 2698.1 Plead The 5th Imperial Stout
## 2530 Aphrodisiaque
## 2944 Yin-Yang Witbier
## 2019 Baltika #6 Porter
## 1212 Estrella Damm Daura
## 1414.1 Axe Head Malt Liquor
## 2405 Fore Smoked Stout
## 713 Samuel Adams Cranberry LambicBoston Beer Company (Samuel Adams)
## 1250 Arsenalnoye Krepkoye (Strong)
## 2218 Gaelic Ale
## 1782 Ola Dubh Special Reserve 30
## 3088.1 Wood Ya Honey
## 2351 Jinx
## 1175 U Fleku Dark Lager
## 2058 Boxcarr Pumpkin Porter
## 1667 Lambiek Oud Beersel
## 1130 Shiner Fröst
## 2997 Weisse Dunkel
## 454 Grottenbier
## 3196 Fish Tale Winterfish
## 1451.1 Tradition
## 179 Nelson Sauvignon (Nelson Sauvin Brut)
## 2406 Sue
## 958 Hop JuJu
## 830 Hopsecutioner
## 847.2 Otter Creek Fresh Slice
## 2662.2 Shakespeare Oatmeal Stout
## 706 Blushing Monk
## 878 Damien
## 1680 Lambik (3 Year Old Unblended)
## 843.1 Chainbreaker White IPA
## 2143 Smoked Porter
## 557.1 El Lapino
## 2806.1 Abbaye Des Rocs [Brasserie Des Rocs Brune]
## 2263 Conway's Irish Ale
## 1526 Krušovice Cerne
## 2418 LA-31 Boucanèe
## 1239 Ceres Strong Ale ExportCeres Brewery (Royal Unibrew)
## 2604 Hot Blooded Foreign Stout
## 2191 Judgment Day
## 854 Triomphe Belgian IPA
## 2657 Ring Of Dingle
## 2770 Boatswain H.L.V. Ale (Heavy Lift Vessel)
## 2474 Vichtenaar
## 840 A Little Sumpin' Wild
## 171 Best Bitter
## 979.1 Danilo Pohmilny Kvas
## 1013 Kolsch
## 2610 Strong Back Stout
## 868 Hoppy Feet
## 162 Cain's Finest Bitter
## 91 J.W. Lees Harvest Ale (Port Cask)J.W. Lees & Co (Brewers) Ltd
## 2213 Zoe
## 591 Abbey
## 2325 Six (#6)
## 1205 Baltika #3 Classic
## 345 The Vixen Chocolate Chili BockBoston Beer Company (Samuel Adams)
## 2498 Yeti
## 1815 Fresh Hop Pale Ale
## 857 Simcoe Silly
## 3084 White Oak
## 2043 Alice Porter
## 1382.1 Pabst Blue Ribbon Light
## 634.1 Bière De Mars
## 568 Carolina Blonde
## 2712 Sexual Chocolate
## 740 13th Century Grut Bier
## 940 Abrasive Ale
## 1836 The Citizen
## 3165 Fireside Chat
## 1602 Oude Kriek
## 1067 Vinyl
## 1024 Modelo Especial
## 3164 Winter Warmer
## 2623 Beamish Irish Stout
## 1151 Aktien Original 1857
## 1627 Coolship Cerise
## 479.1 Southern Pecan
## 2671.1 Oatmeal Stout
## 507.1 Nut Brown Ale
## 704.1 Purple Haze
## 1876 Ipswich Original Pale Ale
## 1747 Minerva Pale Ale
## 1626 St. Louis Premium Framboise
## 361 Huber Bock Beer
## 119.1 Autumn Ale
## 1963 Krampus
## 2983 Samuel Adams DunkelweizenBoston Beer Company (Samuel Adams)
## 166 XB Bluebird Bitter
## 1715 Genesee NA
## 287.1 Granitbock
## 1365.1 Tecate Light
## 3061 Erdinger Weissbier Kristallklar
## 2969 Jack Whacker Wheat Ale
## 1705 Haake Beck NA
## 313 Samichlaus Bier Helles
## 3052.2 Penn Weizen
## 111 Scarlet Lady Ale
## 623 Sterkens Dubbel Ale
## 158 Op & Top
## 1261 Yarpivo Strong (Krepkoye)
## 461 Fullsuit Belgian-Style Brown Ale
## 2730 2XSTOUT
## 905 Naughty 90
## 1898 The Wright Pils
## 2946 Dark Wheat
## 318 Berkshire Maibock Lager
## 129 Bachelor ESB
## 748 Artemis
## 11 Altbier
## 198 Citra Blonde Summer Brew
## 1168 Žatec Dark Lager
## 1598 Lou Pepe - Kriek
## 1387.1 Colt 45 Malt Liquor
## 1189 Carlsberg Beer
## 2727 Milk Stout
## 2356.1 Wee Heavy - Barrel-Aged
## 3032 Pyramid Hefeweizen
## 2067 Entire Butt English Porter
## 390 Face Plant
## 2427 Bravoure
## 36 Sticke It To The Man
## 223 Saxo
## 283 Dopple Bock
## 2996 Dragon's Breath
## 2459.1 Chunga's Old Bruin
## 1432 Barbarossa Double Dark Lager
## 1097 Sapporo Premium Beer
## 119.2 Autumn Ale
## 1683 Tilquin Jonge Lambic
## 3071 Hacker-Pschorr Kristall Weisse
## 1348 Sam Adams LightBoston Beer Company (Samuel Adams)
## 868.1 Hoppy Feet
## 1354 Busch Light
## 2488 Gose
## 943 Pure Hoppiness
## 1793 Billy The Mountain
## 2327 Daymark
## 2258 Lavery Imperial Red Ale
## 2506 Black Tuesday
## 699 Samuel Adams Cherry WheatBoston Beer Company (Samuel Adams)
## 2051 Washington's Porter
## 908 Kennebunkport IPA
## 1727 Black Tusk Ale
## 1816.1 Phin & Matt's Extraordinary Ale
## 2121 Smoked Porter
## 1842 Hommel Bier
## 348 Pandora's Bock
## 1399 Country Club Malt Liquor
## 562 Summer Solstice
## 2435 Deesko!
## 2397 Piper Down - Bourbon Barrel-Aged
## 2481 Kriek Des Jacobins
## 2025 Topless Wytch
## 599.1 Trappist Achel 8° Bruin
## 2683 Obovoid
## 3125.1 Grey Lady
## 2531 Out Of Bounds Stout
## 2976 Funk Blueberry Citrus Wheat
## 864 Aldebaran
## 1487 Oktoberfest
## 614 Ovila Abbey Barrel Aged Dubbel
## 2081 Pigs Ass Porter
## 1894 Heavy Seas - Pale Ale
## 2296 Irish Red Ale
## 735.1 Fraoch Heather Ale
## 522 Hop Common
## 2848 Malheur 10°
## 3067 Schneider Weisse Tap 2 Mein Kristall
## 1072 Wisconsin Amber
## 1385 Steel Reserve 211 (High Gravity)
## 596 Corsendonk Pater / Abbey Brown Ale
## 1883.1 8th Street Pale Ale
## 2762 Bourbon Fred From The Wood
## 2782 Brother Thelonious
## 744 Working For Tips
## 1994 Cutthroat
## 675.1 Pepe Nero Belgian Style Ale
## 1585.1 Chapeau Faro Lambic
## 2702 Marshal Zhukov's Imperial Stout
## 238 La Gauloise Blonde
## 621 Dominus Vobiscum Double
## 1276 Hacker-Pschorr Münchner Gold
## 1058 Lionshead Pilsner
## 3167 Nutcracker Winter Warmer Ale
## 3040 Shotgun Betty Hefeweizen Ale
## 696 Das Wunderkind!
## 971 Duonos Gira Kvass
## 539 5 Vulture
## 1481.1 Oktober Fest
## 3185 Bah Humbug! Christmas Cheer! Ale
## 1636 Oude Geuze
## 3190.1 Special Holiday Ale
## 965 Kvas
## 568.1 Carolina Blonde
## 98.1 Bommen & Granaten
## 2066 Contorter
## 963 Fiddlehead IPA
## 815 Smuttynose IPA "Finest Kind"
## 966 Monastyrskiy Kvas
## 2004 Mudpuppy
## 2778 Trois Pistoles
## 1230 Lion Imperial Premium Malt Pilsner
## 471 La Petite Mort
## 1334 Summer Teeth
## 1336 Zeppelin Bier
## 1793.1 Billy The Mountain
## 1141 Tegernsee Spezial
## 2514 Chocolate Rain
## 2217 Tocobaga Red Ale
## 1706 Krombacher Alkoholfrie
## 2675 Ipswich Oatmeal Stout
## 330.1 PENNdemonium
## 1402.1 Old Monk 10000
## 3032.1 Pyramid Hefeweizen
## 288 Double Vision Doppelbock
## 1676 Lambik (2 Year Old Unblended)
## 1607.1 Blåbær Lambik
## 2044 Hoogstraten Poorter
## 3088.2 Wood Ya Honey
## 1866 Samuel Adams Pale AleBoston Beer Company (Samuel Adams)
## 200 Prairie Path Ale
## 2500 Péché Mortel
## 1958.1 Almaza Pilsner Beer
## 558 Ring Of Fire
## 1773 Adam From The Wood
## 1945 Summer Pils
## 1382.2 Pabst Blue Ribbon Light
## 1128 Imperial Dortmunder
## 1576 Left Coast Una Mas Amber Lager
## 2198 La Trappe Quadrupel - Oak-Aged
## 51 Cockeyed Cooper
## 1273 Löwenbräu Original
## 12 Gerst Amber
## 2134 Campfire Smoked Porter
## 319 Blonde Double MaiBock
## 1352 Bud Light Platinum
## 117 Motor Boat
## 1422 Spaten Dunkel
## 1262 Faxe Royal Strong
## 2245 Lucky 13 Mondo Large Red Ale
## 1346 Bud Light Lime
## 365 Mönchshof Bockbier
## 2905.1 Samuel Adams New World Tripel (Barrel Room Collection)Boston Beer Company (Samuel Adams)
## 496 Nut Brown Ale
## 476 Nut Brown AleSamuel Smith Old Brewery (Tadcaster)
## 833.1 Deviant Dale's IPA
## 2624 Black Hawk Stout
## 672 Sorachi Ace
## 2659 Breakfast Stout
## 431 Bender
## 670 Saison Dupont
## 1817 Grunion Pale Ale
## 3101 Hoegaarden Original White Ale
## 2994 Moosbacher Schwarze Weisse
## 1682 Oud
## 1476 Oktoberfest
## 1930 Sunshine Pils
## 303 Black Ice
## 981 Smetoniška Gira
## 363 Nero's 1st Century Double Dark Malt Ale
## 453 Cold Front
## 512 Brewer's Brown Ale
## 987 Gaffel Kölsch
## 2687 Stout
## 2532 Black Mocha Stout
## 2918 Final Absolution Trippel
## 126 The Wise ESB
## 1948 Organic Ur Pils
## 2763 Maple Tripple Ale
## 1345.1 Miller Lite
## 1154 Guinness Black Lager
## 833.2 Deviant Dale's IPA
## 1783.1 Gale's Prize Old Ale
## 2978 Canebrake
## 2337 Dirty Bastard
## 3089 Star Brew-Triple Wheat Ale
## 2862 Geary's Hampshire Special Ale
## 928 120 Minute IPA
## 856 HopAnomaly - Reserve Series Aged In French Oak Chardonnay Barrels
## 1208 Sapporo Reserve
## 1536 Sustenance Black Beer - Bourbon Barrel-Aged
## 891 Brutal
## 2968.1 Solace
## 1745.1 Dead Horse Amber Ale
## 3130 Two Jokers Double-Wit
## 1514 Rauchbock
## 685 Surette Provision Saison
## 276 Dark Heathen Triple Bock
## 317.1 Narragansett Bock
## 866 Yakima Glory
## 2768 John Henry 3 Lick Spiker Ale
## 180 Malheur Bière Brut (Brut Reserve)
## 2976.1 Funk Blueberry Citrus Wheat
## 1421 Harpoon Dark
## 2720.1 Wake Up Dead
## 1073 Rickard's Red
## 286 Winter-Bock
## 1384 Mickey's
## 1514.1 Rauchbock
## 1661 Bruocsella (1900) Grand Cru
## 2549 Java The Stout
## 240 Celestial Blonde Ale
## 899 Sweet Child Of Vine
## 2241 Big Red Coq
## 175 Hooky Bitter
## 1672 Lambik (1 Year Old Unblended)
## 1327 Taiwan Beer Draft Beer Only 18 Days
## 1928 Premium Pils (Premium Beer)
## 294 Granitbock Ice
## 191 Export Ale
## 2745 Undercover Investigation Shut-down Ale
## 1494.1 Smoke & Dagger
## 857.1 Simcoe Silly
## 2156 Night Owl Pumpkin Ale
## 2977 Willy Vanilly
## 3015 Portsmouth Dunkelweizen
## 1810 Fire Rock Pale Ale
## 1474.1 Warsteiner Premium Oktoberfest
## 1851 White Birch Belgian Style Pale Ale
## 3100 White
## 1204 O.K. BeerBrowar Okocim S.A. (Carlsberg)
## 2428 Hogwash
## 2300.1 Schleimhammer Roggenbier
## 977 Danilo Classic Kvas
## 1084 Michelob Honey Lager
## 1272 Victory Helles Lager
## 1427 Asahi Black (Kuronama)
## 903 Cold Hop British-Style Ale
## 1451.2 Tradition
## 1678 Oude Lambik
## 2194 Kasteel Donker
## 299 La Félix
## 2804.2 Grand Cru
## 202 Aud Blonde
## 1304 Fathom IPL
## 301 Eisbock
## 2799 Nostradamus
## 2686 Coffee Oatmeal Stout
## 2751.1 Fred
## 1186 Harp Lager
## 1966.1 Imperial Spruce India Pilsner
## 1190 Kronenbourg 1664
## 1563.1 The Raven Special Lager
## 2861 Ubu Ale
## 2882 Monkey Wrench Strong Ale
## 1560.1 Saranac Season's Best - Nut Brown Lager
## 2461.1 Oud Bruin
## 2143.1 Smoked Porter
## 2917.1 St. Feuillien Triple
## 1431 König Ludwig Dunkel
## 2989 Tucher Dunkles Hefe Weizen
## 1052 Imperial
## 2246 Nosferatu
## 1948.1 Organic Ur Pils
## 689 Red Barn Ale
## 1526.1 Krušovice Cerne
## 1262.1 Faxe Royal Strong
## 2135 Smokebrush Porter
## 2830 Confluence Ale
## 1162 Beerlao Dark
## 1228 Baltika #9 Extra (Strong)
## 1530 Krombacher Dark
## 1004 Geary's Summer Ale
## 1687.1 Sharp's
## 772 Honkaku Karakuchi Mugi
## 1519 Shiner Bohemian Black Lager
## 1500 Ludwig's Revenge
## 3001 Weltenburger Hefe-Weissbier Dunkel
## 36.1 Sticke It To The Man
## 973 Nesher Malt
## 1940 Trumer Pils
## 282 Icelandic DoppelbockEinstök Ölgerð (Einstök Beer Company)
## 1202 Quilmes
## 2762.1 Bourbon Fred From The Wood
## 2326 Rye P.A. Hatter
## 708 Autumn Maple
## 405 Braggot
## 1374 Beck's Premier Light
## 1058.1 Lionshead Pilsner
## 2506.1 Black Tuesday
## 857.2 Simcoe Silly
## 2955 Anchor Summer Beer
## 2798 10 Commandments
## 1637 Oude Gueuze Tilquin à L'Ancienne
## 1257 XO BeerBrasserie des Gabariers (L&L Cognac SA)
## 28 Série Signature Sticke Alt
## 22 Iron Works Alt
## 2062 Geary's London Porter
## 1919.1 Kozel
## 125 Magnumus Ete Tomahawkus ESB³
## 641.1 Les Bière Des Sans Culottes
## 1308 Asahi Super Dry
## 780 Juniper Pale Ale
## 3066 Schöfferhofer Kristallweizen
## 3091 Misery
## 536 Theobroma
## 2396.1 Olde Ore Dock Scottish Ale
## 1774.1 Ola Dubh Special Reserve 12
## 2132 Up In Smoke Smoked Porter
## 799.1 La MeuleBFM (Brasserie des Franches-Montagnes)
## 3068 Weisse Kristall
## 565 Sunlight Cream Ale
## 3135 Supplication
## 1806.1 Edward
## 2735 Too Cream Stout
## 52 Solstice D'hiver
## 1635 Gueuze 100% Lambic
## 2808.1 Brasserie Des Rocs Triple Impériale
## 2884 Otro Mundo Strong Red Ale
## 1099 Lager
## 2913 Brother David's Triple Abbey Style Ale
## 2530.1 Aphrodisiaque
## 1200 Irish Style Lager
## 2673.1 One Oatmeal Stout
## 142 The Naughty Nurse
## 2451 Cuvee Freddy
## 329 Serie Signature Maibock
## 1399.1 Country Club Malt Liquor
## 327 Spaten Maibock / Premium Bock
## 1593 Fou' Foune
## 20 Schell's Schmaltz's Alt
## 1272.1 Victory Helles Lager
## 961 Abner
## 3093 Vernal
## 1141.1 Tegernsee Spezial
## 964 Ochakovskiy Kvass
## 2532.1 Black Mocha Stout
## 3186 Cabin Fever Ale
## 1857 Old Speckled Hen
## 2961 SummerBright Ale
## 839 Raging Bitch
## 2931 Black Wit-O
## 2264 Smithwick's Ale
## 2592 Exit 1 Bayshore Oyster Stout.
## 416 Honey, I Can Explain
## 2976.2 Funk Blueberry Citrus Wheat
## 188 Big Wave Golden Ale
## 2625 Dry Irish Stout
## 962 Ephraim
## 1445 León
## 1168.1 Žatec Dark Lager
## 1126.1 Mountain Lager
## 1702 Schneider Weisse Tap 3 Mein Alkoholfreies
## 2312 Orkiszowe
## 2807 Achel Trappist Extra
## 1181 Asahi Dry Black
## 2728 Samuel Adams Cream StoutBoston Beer Company (Samuel Adams)
## 2798.1 10 Commandments
## 1897 Staropramen Lager
## 1695.1 Drive
## 424 Hazelnut Brown Nectar
## 396 Heineken Tarwebok
## 1946 Wernesgruner
## 1147 Lager
## 717 Soft Parade
## 1536.1 Sustenance Black Beer - Bourbon Barrel-Aged
## 254 Samichlaus Classic Bier
## 2330 Summer Rye
## 622 Evil 8° Belgian-Style Dubbel Ale
## 371 Bock De Joliette
## 2053 Old-Style Porter
## 34 Über Alt
## 1530.1 Krombacher Dark
## 2638 Uncle Steve's Irish Stout
## 1732 Ale Of Fergus
## 212.1 Blonde Ale
## 346 St. Nikolaus Bock Bier
## 28.1 Série Signature Sticke Alt
## 1807 Moon Man No Coast Pale Ale
## 1023 Dos Equis Special Lager
## 1968 Tilted Smile Imperial Pilsner
## 793 Bison Organic Honey Basil
## 2403 Beltaine Scottish Ale
## 359 Creemore Springs UrBock
## 2813 Moinette Brune
## 3151 Cascade The Vine
## 2105 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 326.1 Andechser Bergbock Hell
## 2638.1 Uncle Steve's Irish Stout
## 2772 Pray For Snow
## 2792 Salvation
## 1985 Porter
## 423.1 Palo Santo Marron
## 2369 Louie's Reserve Scotch Ale
## 1885 English Ale
## 2606.1 Extra Stout
## 2067.1 Entire Butt English Porter
## 1502 Saranac Rauchbier Smoked Lager
## 1010 Gateway Kolsch
## 1581 P.J.W. Copper Lager
## 813 Fresh Squeezed IPA
## 2802 Abbaye Des Rocs Grand Cru Belgian Special Brown
## 1479 Atom Smasher
## 363.1 Nero's 1st Century Double Dark Malt Ale
## 1282 Helles Golden Lager
## 2944.1 Yin-Yang Witbier
## 3069.1 Dancing Trout Ale
## 357 Brother Benedict's Bock
## 1818 Saranac American Pale Ale
## 1430 Garten Bräu Munich Dark
## 440 Brown Ale
## 3125.2 Grey Lady
## 2929 Winter Session Ale
## 673 Arthur
## 2142 Porter, Smoked
## 771 Kirin Enjuku Kuro
## 929 West Coast IPA
## 800 Nor'Easter Lager
## 30.1 Gravel Road
## 396.1 Heineken Tarwebok
## 1790 Figgy Pudding
## 2104.1 Robust Porter
## 2987 Andechs Weissbier Dunkel
## 3046 Trader Joe's Bavarian Style Hefeweizen
## 2826 Kwak
## 2393 Lia Fail
## 1702.1 Schneider Weisse Tap 3 Mein Alkoholfreies
## 528 Boston Common
## 943.1 Pure Hoppiness
## 3048 Waterkeeper Hefeweizen
## 2838 Reinaert Flemish Wild AleDe Proefbrouwerij (bvba Andelot)
## 354 Schell's Bock
## 296 Eisbock (Congelator)
## 706.1 Blushing Monk
## 290 Schneider Aventinus Eisbock
## 1519.1 Shiner Bohemian Black Lager
## 1378 Light
## 1644 Oud Beersel Oude Geuze Vieille
## 947 A Little Sumpin' Extra! Ale
## 1314.1 Koshihikari Echigo Beer
## 2648 Hillsborough River Dry Irish Stout (Patio Tools)
## 469 Black Jack (Bourbon Barrel Aged)
## 2034 Porteris
## 1907 Reality Czeck
## 2128 The Big Smoke
## 382 Plank Bavarian Heller Weizenbock
## 2219 American Amber Ale
## 2847 It's Alive!
## 1098 Kirin Ichiban
## 434.1 Pecan Ale
## 1607.2 Blåbær Lambik
## 686 Cellar Door
## 1609 Oud Beersel Oude Kriek Vieille
## 126.1 The Wise ESB
## 1465 Shiner Märzen-Style Oktoberfest
## 1981 Edmund Fitzgerald
## 2945 Red Wheat
## 2482 La Luna Rossa
## 546 Fire Escape
## 682 Bam Bière
## 1137 God Lager
## 1310 Orion Premium Draft Beer
## 2785.1 Delirium Noël (Christmas)
## 2635 Dry Stout
## 396.2 Heineken Tarwebok
## 1055 Schlitz (Classic 1960's Formula)JOS. Schlitz Brewing Co. (Pabst)
## 780.1 Juniper Pale Ale
## 3057 Royal Weisse
## 525 Mountain Goat Steam Ale
## 2895.1 Tripel (White)
## 1657.1 Mort Subite Oude Gueuze
## 1743 Fat Belly Amber
## 2867 Riggwelter Yorkshire Ale
## 1364 Michelob Golden Draft Light
## 197 Single Chair Golden Ale
## 2 Double Bag
## 3025 Hefeweizen
## 2027 Porter
## 750 La Clef Des Champs
## 1219 Lech PremiumLech Browary Wielkopolski (SABMiller)
## 140.1 Spitfire Premium Kentish Ale
## 459 Bink Bruin
## 2655 Friend Of An Irishman Stout
## 1975 überPils
## 1887 Angler's Ale
## 1789 Thanksgiving Ale
## 1442 Dunkel
## 564 Wexford Irish Cream Ale
## 251 Spaten Optimator
## 1600.1 Lou Pepe - Framboise
## 1142 Mönchshof Landbier
## 718 Blue
## 327.1 Spaten Maibock / Premium Bock
## 87 Bourbon Barrel-Aged Barley Wine
## 402.1 Weizenbock
## 920.1 Proper Job
## 2597 Export Stout London 1890
## 2721 Northwind
## 1660 Iris
## 3132 Half-E-Weizen
## 2753 B-Bomb (Bourbon Abominable Winter Ale)
## 2384 Laughing Lab Scottish-Style Ale
## 2151 Pumpkin Ale
## 1125.1 Svyturys Ekstra
## 1924 Prima Pils
## 3168 Snow Cap
## 1303 Kiwi Rising - Double IPL
## 2712.1 Sexual Chocolate
## 3144 Cable Car
## 2515 Brewer's Reserve Bourbon Barrel Stout
## 2683.1 Obovoid
## 2687.1 Stout
## 1012 Kolsch 45
## 750.1 La Clef Des Champs
## 2401 Java Mac
## 473.1 North By Northwest Okanogan Black Ale
## 314 Blonde Bock
## 1300 Neuschwansteiner
## 2199 Urthel SamaranthDe Leyerth Brouwerijen (Urthel)
## 1261.1 Yarpivo Strong (Krepkoye)
## 1595 Kriek 100% Lambic
## 1700.2 Gerstel Non Alcoholic
## 1766 Adam
## 2724 Imperial Stout
## 3182 Christmas Ale
## 2445 The Dissident
## 1546 Herold Bohemian Black Lager
## 450 Leffe Brune / Brown
## 1277 Gorch Fock
## 2323.1 RastafaRye Ale
## 1284.1 Firestone Lager
## 1992 Vanilla Java Porter (VJP)
## 917 Greene King IPA
## 1673 Vesterbro Spontanale
## 1871 Tetley's English Ale
## 3041 Weisse Original
## 769 Jokki (Jug Nama)
## 426 Old Brown Dog
## 3147 Riserva
## 2869.1 Old Crafty Hen
## 399 St. Blasius Weizenbock
## 683 Interlude
## 410 Biere De Miele
## 1035 Icehouse
## 619 Dark Abby
## 733 Orange Blossom Cream Ale
## 839.1 Raging Bitch
## 1389.1 King Cobra Premium Malt Liquor
## 1813 Pale 31 California Pale Ale
## 1697 Old Milwaukee Non Alcoholic
## 607 Brune
## 2270 Samuel Adams Brick RedBoston Beer Company (Samuel Adams)
## 1931 Bohemia Clásica
## 1880 Over-The-Rhine Ale
## 2758 The Angel's Share - Brandy Barrel-Aged
## 2195.1 Straffe Hendrik Quadrupel
## 12.1 Gerst Amber
## 211 Knockout Blonde
## 2626 Love Stout
## 1388 Molson XXX
## 1602.1 Oude Kriek
## 1721.1 Hockley Dark
## 2289 Jeremiah Red Ale
## 2825 Mischief
## 3174 Winter Ale
## 316 Maibock
## 1997 Twilight Of The Idols
## 548 Spicy Bohemian
## 2865 Extra Strong Vintage Ale
## 1913 Pontius Road Pilsner
## 1464 Octoberfest Beer
## 1145 Norrlands Guld Export
## 1931.1 Bohemia Clásica
## 1650 Gueuze
## 1733 Community Dark Mild Ale
## 1042 Milwaukee's Best
## 1223 Cinco Estrellas
## 591.1 Abbey
## 895 Fuggles IPA
## 1058.2 Lionshead Pilsner
## 2407 Smoking Wood - Bourbon Barrel-Aged
## 2230 Ambergeddon
## 2622 Black Sun Stout
## 1801.2 Pseudo Sue
## 3030 König Ludwig Weiss
## 1845 Hell's Belle
## 1177 Staropramen Granat Beer
## 324 The Gift (WinterBock Lager)
## 351 La Trappe Bockbier
## 666 Puhti IV B
## 2861.1 Ubu Ale
## 867 Snow Day Winter Ale
## 911 El Guapo Agave IPA
## 3089.1 Star Brew-Triple Wheat Ale
## 1273.1 Löwenbräu Original
## 1042.1 Milwaukee's Best
## 310 Dundee Pale Bock Lager
## 1125.2 Svyturys Ekstra
## 2543 Valdez
## 2840 Moinette Blond
## 2136 Vermont Smoked Porter
## 1325 Kirin Ichiban Maribana
## 3052.3 Penn Weizen
## 236 Steenbrugge Blond
## 2129 Smokestack
## 3012 Dunkler Hirsch Allgäuer Weizen
## 2666 The Poet
## 840.1 A Little Sumpin' Wild
## 273 Blonde Doppelbock
## 2862.1 Geary's Hampshire Special Ale
## 3164.1 Winter Warmer
## 602 Bornem Double
## 3159.1 Christmas Ale
## 1686 Kaliber
## 1967 Evil Power
## 1409 Camo High Gravity Lager
## 2815 Monk's Mistress
## 2523 Bourbon County Brand Vanilla Stout
## 2897 Tripel
## 1055.1 Schlitz (Classic 1960's Formula)JOS. Schlitz Brewing Co. (Pabst)
## 1378.1 Light
## 1607.3 Blåbær Lambik
## 2470 Cascade Kriek Ale
## 320 Mai Bock
## 1951.1 Elm City Lager
## 2213.1 Zoe
## 2852 Southampton Grand Cru
## 1716 Mild Winter
## 1092 Dundee Irish Red Lager
## 783 Ta Henket
## 274 Doppelbock Dunkel
## 2405.1 Fore Smoked Stout
## 460 Biscotti
## 528.1 Boston Common
## 106 Sawtooth
## 2778.1 Trois Pistoles
## 2928 Tripel Van De Garre
## 86 Horn Dog
## 156 McNellie's Pub Ale
## 2615 Starkweather Stout
## 2737 Neapolitan Milk Stout
## 2304.1 Roggenbier
## 2388 Blackfriar
## 2923 Triple
## 2410 Sunturnbrew
## 1192 Singha
## 2594.1 Dissent
## 641.2 Les Bière Des Sans Culottes
## 341 Samuel Adams Chocolate BockBoston Beer Company (Samuel Adams)
## 2866 Hen's Tooth
## 907 India Pale Ale
## 650.1 Ch'ti Blonde
## 1687.2 Sharp's
## 1408 Evil Eye
## 425 Moose Drool Brown Ale
## 310.1 Dundee Pale Bock Lager
## 2434 1809
## 2689.1 Overcast Espresso Stout
## 3141.1 Juliet
## 222 Maredsous 6 - Blonde
## 2297 Seamus' Irish Red Ale
## 12.2 Gerst Amber
## 3187 Mogul Madness Ale
## 2518 Mokah
## 2355 Scotch De Silly
## 2571 Extra StoutSamuel Smith Old Brewery (Tadcaster)
## 1274 Aecht Schlenkerla Helles Lagerbier
## 286.1 Winter-Bock
## 2689.2 Overcast Espresso Stout
## 368 Christoffel Bokbier
## 1027 Foster's Lager
## 2269 O'Hara's Irish Red
## 398 Yule Tide (2015+)
## 131 Extra Special Bitter (ESB)
## 925.1 90 Minute IPA
## 1042.2 Milwaukee's Best
## 1453 Samuel Adams OctoberfestBoston Beer Company (Samuel Adams)
## 1783.2 Gale's Prize Old Ale
## 221 Grimbergen Blonde
## 2838.1 Reinaert Flemish Wild AleDe Proefbrouwerij (bvba Andelot)
## 1555 Penn Pilsner
## 730 Blueberry Ale
## 1759 England's Gold
## 300 Schorschbock 57%
## 2203 St. Amatus 12
## 3136 Consecration
## 2037.1 Akevitt
## 83 Double Double Barrel Ale
## 2256 Imperial Red Ale
## 1555.1 Penn Pilsner
## 1712 Fentimans Full Bodied Shandy
## 425.1 Moose Drool Brown Ale
## 2804.3 Grand Cru
## 1395 Dog Bite High Gravity Lager
## 1893 Pale Ale
## 2689.3 Overcast Espresso Stout
## 1907.1 Reality Czeck
## 2283 Station 33 Firehouse Red
## 755.2 Kinmugi (Rich Malt)
## 523.1 The Citizen
## 2532.2 Black Mocha Stout
## 1008 HooDoo Kölsch Style Ale
## 2403.1 Beltaine Scottish Ale
## 2225 Switchback Ale
## 1985.1 Porter
## 1207 Amstel Lager
## 701 Summer Shandy
## 780.2 Juniper Pale Ale
## 1825 Palm / Palm Speciale
## 640 Contemplation Ale
## 465 Bière De Noël
## 3155 Friek
## 2979 Hefeweissbier Dunkel
## 66 Old Ruffian - Barrel-Aged
## 1859 Summer Ale
## 1305.1 Gulo Gulo I.P.L
## 3040.1 Shotgun Betty Hefeweizen Ale
## 1221 Faxe Premium
## 2441 Berliner Weisse
## 2570 Dark Arts
## 3099 Blue Moon Belgian WhiteCoors Brewing Company (Molson-Coors)
## 1608.1 Pomme (Apple)
## 2143.2 Smoked Porter
## 1922 Kelso Pilsner
## 1806.2 Edward
## 251.1 Spaten Optimator
## 2922 Damnation Batch 23 (Oak Aged)
## 1798 Zombie Dust
## 2302 Thurn Und Taxis Roggen
## 2105.1 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 2773 Colossus
## 2019.1 Baltika #6 Porter
## 2398 80/- (Eighty Shilling)
## 3103 Namaste White Belgian-Style Witbier
## 64 John Barleycorn Barleywine Ale
## 2086 Gonzo - Barrel-Aged
## 369 Aass Bock
## 1017 Budweiser
## 777 Midas Touch
## 1870 Original Pale Ale
## 1937 Pikeland Pils
## 2114.1 Gran Sport Porter
## 248 Summer Belgian-Style Blonde Ale
## 1969 Draft Bear
## 2749 Deliverance
## 2132.1 Up In Smoke Smoked Porter
## 2670 St-Ambroise Oatmeal Stout
## 2261.1 Smithwick's Imported Premium Irish Ale
## 1763 Curmudgeon
## 1982 Black Butte Porter
## 321 Maibock
## 2646.1 Three Feet Deep
## 1481.2 Oktober Fest
## 968 Khlebny Kray
## 2288 Irish Setter Red
## 2144.1 Smoked Porter
## 1861 Smuttynose Shoals Pale Ale
## 996 Curve Ball Blonde Ale
## 1125.3 Svyturys Ekstra
## 359.1 Creemore Springs UrBock
## 2511.1 Double Stout
## 525.1 Mountain Goat Steam Ale
## 208 Molson Export
## 157.1 Ruby Red Ale
## 573 Sleeman Cream Ale (64*)
## 1829 Verboten
## 2535 Brewhouse Coffee Stout
## 1823 Rare Vos Amber Ale
## 3062 Tucher Kristall Weizen
## 1961 Kulmbacher Edelherb Premium Pils
## 268 Saxonator Dunkles Doppelbock
## 676 Colette
## 2080 Old Slug Porter
## 2081.1 Pigs Ass Porter
## 188.1 Big Wave Golden Ale
## 498.1 Bad Penny
## 2143.3 Smoked Porter
## 1875 Geary's Pale Ale
## 978 Danilo Okroshka Kvas
## 2544 CEO Stout
## 1302 Hoponius Union
## 2828 Stille Nacht
## 1646 Oude Geuze Boon
## 413 Hummingbird
## 336 Gruffmeister 8
## 1677 Jonge Lambiek
## 823 Titan IPA
## 2865.1 Extra Strong Vintage Ale
## 1727.1 Black Tusk Ale
## 2420 Charbonniere
## 1975.1 überPils
## 851 The Audacity Of Hops
## 746 Blessed Thistle
## 794 Rude Elf's Reserve
## 3169 Odell Isolation Ale
## 3066.1 Schöfferhofer Kristallweizen
## 2276 Irish Red Ale
## 43 Old Horizontal
## 3130.1 Two Jokers Double-Wit
## 712 Strawberry Lager
## 1324 Kirin Premium Draft Beer
## 1047 Genesee Beer
## 264 Wasatch The Devastator Double Bock
## 591.2 Abbey
## 1273.2 Löwenbräu Original
## 3155.1 Friek
## 2924.1 Augustijn Ale
## 2345 Samuel Adams Scotch AleBoston Beer Company (Samuel Adams)
## 2998 Shiner Dunkelweizen
## 2127 Leaning Chimney Porter
## 1943 Rothaus Pils Tannen Zäpfle
## 1672.1 Lambik (1 Year Old Unblended)
## 3080 Julius Echter Kristall Weizen
## 341.1 Samuel Adams Chocolate BockBoston Beer Company (Samuel Adams)
## 1607.4 Blåbær Lambik
## 575 Stillwater Vanilla Cream Ale
## 202.1 Aud Blonde
## 2866.1 Hen's Tooth
## 1527 McSorley's Irish Black Lager
## 1988 Samuel Adams Holiday PorterBoston Beer Company (Samuel Adams)
## 2552.1 Naked Fish
## 2356.2 Wee Heavy - Barrel-Aged
## 890 East India Pale Ale
## 2765.1 Quilter's Irish Death
## 819.1 Head Hunter
## 2126 Viven Porter / Viven Smoked Porter
## 1905 Summer Of Lager
## 1246 Efes Extra
## 1190.1 Kronenbourg 1664
## 1704 Original Alkoholfrei
## 3191.1 Winter Ale
## 1445.1 León
## 2263.1 Conway's Irish Ale
## 1269 Two Women Lager
## 407 Slippery Slope
## 2342 Rum Cask Oak Aged Beer
## 2041 Kurofune Porter
## 1471.1 Märzen
## 2138 Smoked Porter
## 2848.1 Malheur 10°
## 2998.1 Shiner Dunkelweizen
## 2877 Wizard's Winter Ale
## 73 Old Blarney Barleywine
## 726 Son Of A Peach
## 613 Brugse Zot Dubbel
## 1899 Nomad
## 899.1 Sweet Child Of Vine
## 1484 Oktoberfest
## 3051 Brooklyner Weisse
## 2837 Arabier
## 5 Sleigh'r Dark Doüble Alt Ale
## 470 La Rullés Brune (Bière De Gaume)
## 1275 Hotter Than Helles Lager
## 295.1 Double Ice Bock
## 1759.1 England's Gold
## 2960 Sweaty Betty Blonde
## 1712.1 Fentimans Full Bodied Shandy
## 428 Wilco Tango Foxtrot
## 160 Arkell Best Bitter
## 694 Love Buzz Saison
## 2526 Stout
## 2596 Foreign Style Stout
## 733.1 Orange Blossom Cream Ale
## 2797 Grand Cru
## 1501 Göller Rauchbier
## 2228 Captain Sig's Northwestern Ale
## 712.1 Strawberry Lager
## 1888 Golden Ale
## 396.3 Heineken Tarwebok
## 1425 Dark Cloud
## 1873 Bitter & Twisted
## 3109 Hitachino Nest White Ale
## 1875.1 Geary's Pale Ale
## 2004.1 Mudpuppy
## 319.1 Blonde Double MaiBock
## 664 Malmgård Jouluolut
## 1834 Taras Boulba
## 3011.1 Fürstenberg Weizen Hefe Dunkel
## 1169 Faxe Amber
## 2606.2 Extra Stout
## 267 Voodoovator
## 3160 Jubelale
## 892 India AleSamuel Smith Old Brewery (Tadcaster)
## 1761.1 Jacob Mac Mild
## 3048.1 Waterkeeper Hefeweizen
## 1451.3 Tradition
## 880 Widow Maker Black Ale
## 2401.1 Java Mac
## 1964 Samuel Adams Hallertau Imperial PilsnerBoston Beer Company (Samuel Adams)
## 2977.1 Willy Vanilly
## 1609.1 Oud Beersel Oude Kriek Vieille
## 1371 I.C. Light
## 2194.1 Kasteel Donker
## 1075 Red Oak Amber
## 2317 Hop Rod Rye
## 2262 Samuel Adams Irish RedBoston Beer Company (Samuel Adams)
## 346.1 St. Nikolaus Bock Bier
## 1277.1 Gorch Fock
## 3044 Weisse Versa Wheat
## 1490 Dundee Oktoberfest
## 2729 Moo-Hoo Chocolate Milk Stout
## 169 Old Brewery BitterSamuel Smith Old Brewery (Tadcaster)
## 726.1 Son Of A Peach
## 2382 St. Andrew's Ale
## 2454.1 Madamin
## 2321 Full Moon Pale Rye Ale
## 1368 Miller Genuine Draft 64
## 2871.1 Manchester Star AleJ.W. Lees & Co (Brewers) Ltd
## 2728.1 Samuel Adams Cream StoutBoston Beer Company (Samuel Adams)
## 1662 50 Degrees North-4 Degrees East
## 1421.1 Harpoon Dark
## 142.1 The Naughty Nurse
## 2705 Imperial Stout
## 1485 Fest Märzen Lager
## 1734 J. Henry Original Mild Ale
## 1052.1 Imperial
## 609.1 Siamese Twin Ale
## 3179.1 Powder Hound Winter Ale
## 2353 Smuttynose Scotch Style Ale (Big Beer Series)
## 3066.2 Schöfferhofer Kristallweizen
## 2962 Blue Star Great American Wheat Beer
## 1771 Fourth Dementia (4D)
## 1845.1 Hell's Belle
## 1943.1 Rothaus Pils Tannen Zäpfle
## Style review_appearance
## 1161 Lager - European Dark 3.315789
## 387 Bock - Weizenbock 4.192308
## 1080 Lager - American Amber / Red 3.453704
## 567 Cream Ale 2.960993
## 1036 Lager - Adjunct 3.586957
## 2594 Stout - Foreign / Export 4.000000
## 1412 Lager - Malt Liquor 2.163265
## 2021 Porter - Baltic 4.004762
## 2390 Scottish Ale 3.930233
## 1700 Low Alcohol Beer 3.500000
## 2511 Stout - American Imperial 4.247758
## 2462 Sour - Flanders Oud Bruin 4.000000
## 232 Blonde Ale - Belgian 3.833333
## 2566 Stout - English 3.785714
## 270 Bock - Doppelbock 3.686391
## 847 IPA - Belgian 3.614583
## 2562 Stout - English 4.250000
## 504 Brown Ale - English 3.468750
## 1919 Pilsner - Bohemian / Czech 3.518519
## 2114 Porter - Robust 4.000000
## 31 Altbier 3.833333
## 886 IPA - Black / Cascadian Dark Ale 4.017544
## 3127 Wheat Beer - Witbier 3.507212
## 2804 Strong Ale - Belgian Dark 4.121181
## 523 California Common / Steam Beer 3.750000
## 1002 Kölsch 3.796610
## 3054 Wheat Beer - Hefeweizen 4.000000
## 1124 Lager - European / Dortmunder Export 3.520000
## 1019 Lager - Adjunct 2.291058
## 2137 Porter - Smoked 4.021739
## 3020 Wheat Beer - Hefeweizen 3.704978
## 641 Farmhouse Ale - Bière de Garde 4.026882
## 1505 Lager - Rauchbier 3.892857
## 1719 Mild Ale - English Dark 3.621622
## 2224 Red Ale - American Amber / Red 3.536667
## 3137 Wild Ale 4.276860
## 2809 Strong Ale - Belgian Dark 3.893701
## 343 Bock - Traditional 3.833333
## 2803 Strong Ale - Belgian Dark 3.903986
## 1483 Lager - Märzen / Oktoberfest 3.600877
## 1578 Lager - Vienna 3.777778
## 2060 Porter - English 3.770833
## 331 Bock - Maibock 3.880682
## 2165 Pumpkin Beer 3.806818
## 703 Fruit and Field Beer 4.121671
## 1774 Old Ale 4.043956
## 1108 Lager - American 3.461538
## 402 Bock - Weizenbock 4.000000
## 2747 Strong Ale - American 4.198592
## 2387 Scottish Ale 3.431818
## 2387.1 Scottish Ale 3.431818
## 2673 Stout - Oatmeal 3.887692
## 2115 Porter - Robust 4.257576
## 1143 Lager - European / Dortmunder Export 4.138889
## 604 Dubbel 3.891534
## 2557 Stout - English 3.775510
## 1816 Pale Ale - American 3.587922
## 579 Cream Ale 2.814516
## 1881 Pale Ale - English 3.623333
## 1783 Old Ale 3.456364
## 716 Fruit and Field Beer 3.805319
## 2910 Tripel 3.882653
## 755 Happoshu 3.166667
## 2344 Scotch Ale / Wee Heavy 4.037383
## 2343 Scotch Ale / Wee Heavy 4.104749
## 633 Farmhouse Ale - Bière de Garde 4.055556
## 280 Bock - Doppelbock 3.357955
## 3043 Wheat Beer - Hefeweizen 3.649485
## 743 Gruit / Ancient Herbed Ale 3.475000
## 507 Brown Ale - English 3.576613
## 751 Gruit / Ancient Herbed Ale 3.800000
## 1402 Lager - Malt Liquor 2.661290
## 855 IPA - Belgian 3.981818
## 281 Bock - Doppelbock 3.848684
## 2492 Stout - American Imperial 4.396761
## 1541 Lager - Schwarzbier 3.680851
## 946 IPA - Imperial 4.113680
## 2304 Rye Beer - Roggenbier 4.666667
## 212 Blonde Ale - American 3.473881
## 1161.1 Lager - European Dark 3.315789
## 333 Bock - Maibock 3.500000
## 1414 Lager - Malt Liquor 3.035714
## 372 Bock - Traditional 3.863636
## 2574 Stout - English 4.000000
## 2671 Stout - Oatmeal 4.402778
## 2497 Stout - American Imperial 4.304445
## 1180 Lager - European Dark 4.000000
## 2364 Scotch Ale / Wee Heavy 3.714286
## 3133 Wheat Beer - Witbier 3.800781
## 1976 Pilsner - Imperial 3.944444
## 1306 Lager - India Pale Lager (IPL) 3.678571
## 1533 Lager - Schwarzbier 3.852564
## 1657 Lambic - Gueuze 3.884615
## 2669 Stout - Oatmeal 3.931395
## 2643 Stout - Irish Dry 3.889831
## 2275 Red Ale - Irish 3.675439
## 1563 Lager - Vienna 3.387097
## 724 Fruit and Field Beer 3.159292
## 1038 Lager - Adjunct 2.789157
## 2171 Pumpkin Beer 3.736842
## 1722 Mild Ale - English Dark 3.278409
## 2497.1 Stout - American Imperial 4.304445
## 949 IPA - Imperial 3.950216
## 1243 Lager - European Strong 3.140000
## 3141 Wild Ale 4.053299
## 532 California Common / Steam Beer 3.750000
## 956 IPA - Imperial 4.179179
## 3069 Wheat Beer - Kristallweizen 3.258065
## 843 IPA - Belgian 3.500000
## 2192 Quadrupel (Quad) 3.883392
## 3045 Wheat Beer - Hefeweizen 3.943750
## 157 Bitter - English 3.756410
## 1864 Pale Ale - English 3.803398
## 3021 Wheat Beer - Hefeweizen 3.704464
## 1281 Lager - Helles 3.473684
## 2886 Strong Ale - English 3.194444
## 1377 Lager - Light 3.356164
## 9 Altbier 4.043478
## 755.1 Happoshu 3.166667
## 2496 Stout - American Imperial 4.457614
## 976 Kvass 3.600000
## 1076 Lager - American Amber / Red 3.586207
## 2577 Stout - English 3.443182
## 2300 Rye Beer - Roggenbier 3.794118
## 3018 Wheat Beer - Hefeweizen 4.121053
## 1900 Pilsner - Bohemian / Czech 3.464135
## 1359 Lager - Light 2.701493
## 1812 Pale Ale - American 3.819512
## 2891 Strong Ale - English 3.757576
## 2273 Red Ale - Irish 3.446429
## 2940 Wheat Beer - American Dark 3.642857
## 2459 Sour - Flanders Oud Bruin 3.825000
## 1515 Lager - Rauchbier 3.500000
## 2631 Stout - Irish Dry 4.305556
## 1745 Mild Ale - English Pale 3.314815
## 2250 Red Ale - Imperial 3.765152
## 2720 Stout - Russian Imperial 3.820000
## 1777 Old Ale 3.750000
## 2184 Quadrupel (Quad) 4.225055
## 1800 Pale Ale - American 4.118550
## 990 Kölsch 3.529126
## 1050 Lager - Adjunct 3.268072
## 722 Fruit and Field Beer 3.750000
## 31.1 Altbier 3.833333
## 2237 Red Ale - American Amber / Red 3.849785
## 858 IPA - Belgian 4.000000
## 2971 Wheat Beer - American Pale 4.080247
## 1382 Lager - Light 2.790000
## 530 California Common / Steam Beer 3.500000
## 2942 Wheat Beer - American Dark 3.617647
## 1449 Lager - Munich Dunkel 3.684211
## 1741 Mild Ale - English Dark 3.875000
## 394 Bock - Weizenbock 3.725806
## 1761 Mild Ale - English Pale 3.000000
## 1342 Lager - Kellerbier / Zwickelbier 3.666667
## 473 Brown Ale - Belgian Dark 3.833333
## 1314 Lager - Japanese Rice 3.196429
## 985 Kölsch 3.508393
## 2885 Strong Ale - English 3.880952
## 1301 Lager - Helles 2.980000
## 1625 Lambic - Fruit 3.845000
## 1193 Lager - European Pale 2.993622
## 2723 Stout - Russian Imperial 4.220126
## 2572 Stout - English 3.884615
## 665 Farmhouse Ale - Sahti 4.000000
## 3111 Wheat Beer - Witbier 3.542857
## 1126 Lager - European / Dortmunder Export 3.588235
## 2047 Porter - English 4.099248
## 1412.1 Lager - Malt Liquor 2.163265
## 2777 Strong Ale - Belgian Dark 4.237988
## 999 Kölsch 3.833333
## 2959 Wheat Beer - American Pale 3.620408
## 2195 Quadrupel (Quad) 4.212766
## 753 Gruit / Ancient Herbed Ale 3.666667
## 2756 Strong Ale - American 3.629587
## 2042 Porter - Baltic 4.136364
## 2022 Porter - Baltic 4.339442
## 2808 Strong Ale - Belgian Dark 4.042553
## 3008 Wheat Beer - Dunkelweizen 3.818182
## 1231 Lager - European Strong 3.700000
## 2855 Strong Ale - Belgian Pale 4.125000
## 2589 Stout - Foreign / Export 3.730769
## 925 IPA - Imperial 4.192097
## 65 Barleywine - American 4.000000
## 1481 Lager - Märzen / Oktoberfest 3.711982
## 2662 Stout - Oatmeal 4.340064
## 1785 Old Ale 3.910714
## 1489 Lager - Märzen / Oktoberfest 3.657407
## 47 Barleywine - American 4.133696
## 295 Bock - Eisbock 3.954545
## 261 Bock - Doppelbock 3.612022
## 3191 Winter Warmer 3.829268
## 2108 Porter - Robust 3.986301
## 1560 Lager - Vienna 3.698895
## 2131 Porter - Smoked 3.906250
## 535 California Common / Steam Beer 4.000000
## 2876 Strong Ale - English 3.750000
## 1434 Lager - Munich Dunkel 3.937500
## 2880 Strong Ale - English 4.000000
## 2508 Stout - American Imperial 4.414850
## 252 Bock - Doppelbock 3.904255
## 1494 Lager - Rauchbier 4.222222
## 63 Barleywine - American 3.967290
## 2005 Porter - American 3.464789
## 2409 Smoked Beer 3.936224
## 152 Bitter - English 3.825000
## 599 Dubbel 4.240947
## 1213 Lager - European Pale 3.154321
## 360 Bock - Traditional 3.837662
## 2646 Stout - Irish Dry 3.925234
## 78 Barleywine - English 4.057292
## 89 Barleywine - English 4.070000
## 2694 Stout - Russian Imperial 4.293829
## 1737 Mild Ale - English Dark 3.818182
## 833 IPA - American 3.812500
## 594 Dubbel 3.937936
## 638 Farmhouse Ale - Bière de Garde 3.959821
## 1828 Pale Ale - Belgian 3.777628
## 2785 Strong Ale - Belgian Dark 3.888971
## 1460 Lager - Märzen / Oktoberfest 3.410526
## 2197 Quadrupel (Quad) 3.731076
## 807 IPA - American 4.056272
## 1883 Pale Ale - English 3.701299
## 1367 Lager - Light 3.555556
## 1451 Lager - Munich Dunkel 3.904762
## 3128 Wheat Beer - Witbier 2.810345
## 1607 Lambic - Fruit 4.644231
## 817 IPA - American 3.989614
## 389 Bock - Weizenbock 3.973684
## 1471 Lager - Märzen / Oktoberfest 3.658824
## 2361 Scotch Ale / Wee Heavy 3.838028
## 2492.1 Stout - American Imperial 4.396761
## 3052 Wheat Beer - Hefeweizen 3.830317
## 400 Bock - Weizenbock 4.166667
## 1229 Lager - European Strong 3.545455
## 2776 Strong Ale - Belgian Dark 4.209059
## 2522 Stout - American Imperial 4.375000
## 557 Chile Beer 1.636364
## 2685 Stout - Oatmeal 4.125000
## 2367 Scotch Ale / Wee Heavy 3.674528
## 1699 Low Alcohol Beer 2.642857
## 1468 Lager - Märzen / Oktoberfest 3.685484
## 946.1 IPA - Imperial 4.113680
## 2416 Smoked Beer 4.000000
## 704 Fruit and Field Beer 3.251138
## 675 Farmhouse Ale - Saison 3.881625
## 2572.1 Stout - English 3.884615
## 1284 Lager - Helles 3.307692
## 1806 Pale Ale - American 4.115044
## 412 Braggot 3.807692
## 2104 Porter - Robust 4.193131
## 3052.1 Wheat Beer - Hefeweizen 3.830317
## 262 Bock - Doppelbock 4.031447
## 2719 Stout - Russian Imperial 4.078947
## 498 Brown Ale - English 3.611111
## 2871 Strong Ale - English 3.932584
## 1222 Lager - European Pale 2.993333
## 1331 Lager - Kellerbier / Zwickelbier 3.884058
## 304 Bock - Maibock 3.892122
## 1991 Porter - American 3.790070
## 119 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 810 IPA - American 4.187993
## 2563 Stout - English 3.875000
## 1939 Pilsner - German 3.946377
## 2454 Sour - Flanders Oud Bruin 3.944444
## 1574 Lager - Vienna 3.500000
## 2609 Stout - Foreign / Export 4.222222
## 817.1 IPA - American 3.989614
## 2361.1 Scotch Ale / Wee Heavy 3.838028
## 2425 Smoked Beer 3.571429
## 819 IPA - American 4.049020
## 1736 Mild Ale - English Dark 3.636364
## 3190 Winter Warmer 4.062500
## 2573 Stout - English 3.928571
## 2372 Scottish Ale 4.013142
## 1681 Lambic - Traditional 4.500000
## 669 Farmhouse Ale - Saison 4.035533
## 1060 Lager - Adjunct 2.750000
## 2255 Red Ale - Imperial 3.100000
## 1220 Lager - European Pale 2.900000
## 1455 Lager - Märzen / Oktoberfest 3.671978
## 630 Farmhouse Ale - Bière de Garde 3.900000
## 538 Chile Beer 3.216216
## 317 Bock - Maibock 4.150943
## 89.1 Barleywine - English 4.070000
## 2649 Stout - Irish Dry 3.956897
## 259 Bock - Doppelbock 4.236842
## 2193 Quadrupel (Quad) 3.842520
## 2522.1 Stout - American Imperial 4.375000
## 358 Bock - Traditional 3.722222
## 3037 Wheat Beer - Hefeweizen 3.980000
## 1700.1 Low Alcohol Beer 3.500000
## 1005 Kölsch 3.802083
## 2501 Stout - American Imperial 4.111610
## 974 Kvass 3.071429
## 2678 Stout - Oatmeal 4.258065
## 326 Bock - Maibock 3.780000
## 2079 Porter - English 4.000000
## 147 Bitter - English 3.784722
## 801 IPA - American 4.000000
## 185 Bière de Champagne / Bière Brut 4.166667
## 1404 Lager - Malt Liquor 3.708333
## 3125 Wheat Beer - Witbier 3.465686
## 1902 Pilsner - Bohemian / Czech 3.365546
## 920 IPA - English 3.722222
## 1770 Old Ale 3.919048
## 438 Brown Ale - American 3.789216
## 2698 Stout - Russian Imperial 4.119329
## 994 Kölsch 3.702586
## 334 Bock - Maibock 3.666667
## 1475 Lager - Märzen / Oktoberfest 3.753456
## 2639 Stout - Irish Dry 4.015000
## 2701 Stout - Russian Imperial 4.295455
## 900 IPA - English 4.097756
## 3117 Wheat Beer - Witbier 3.858193
## 1117 Lager - American 3.394231
## 138 Bitter - English 3.895397
## 2328 Rye Beer 4.267857
## 2880.1 Strong Ale - English 4.000000
## 356 Bock - Traditional 3.394737
## 1125 Lager - European / Dortmunder Export 3.148438
## 108 Bitter - English Extra Special / Strong Bitter (ESB) 3.729508
## 2966 Wheat Beer - American Pale 3.507042
## 479 Brown Ale - English 3.671795
## 1372 Lager - Light 2.921569
## 2739 Stout - Sweet / Milk 3.673835
## 1000 Kölsch 4.076923
## 2668 Stout - Oatmeal 4.073418
## 702 Fruit and Field Beer 3.895695
## 265 Bock - Doppelbock 3.921958
## 185.1 Bière de Champagne / Bière Brut 4.166667
## 1628 Lambic - Fruit 3.392857
## 1623 Lambic - Fruit 4.250000
## 1721 Mild Ale - English Dark 3.689024
## 2461 Sour - Flanders Oud Bruin 3.771429
## 979 Kvass 3.000000
## 603 Dubbel 3.981132
## 1809 Pale Ale - American 3.917598
## 738 Gruit / Ancient Herbed Ale 3.404531
## 887 IPA - Black / Cascadian Dark Ale 4.055556
## 360.1 Bock - Traditional 3.837662
## 2562.1 Stout - English 4.250000
## 904 IPA - English 3.660088
## 1630 Lambic - Fruit 3.468750
## 2794 Strong Ale - Belgian Dark 4.272727
## 2060.1 Porter - English 3.770833
## 2924 Tripel 4.023227
## 3088 Wheat Beer - Wheatwine 3.920000
## 2404 Scottish Ale 3.911765
## 439 Brown Ale - American 4.083333
## 209 Blonde Ale - American 3.400000
## 735 Gruit / Ancient Herbed Ale 3.582212
## 1463 Lager - Märzen / Oktoberfest 3.808081
## 381 Bock - Weizenbock 3.876190
## 1051 Lager - Adjunct 2.815476
## 1585 Lambic - Faro 3.548611
## 2863 Strong Ale - English 3.975610
## 3184 Winter Warmer 3.875000
## 2226 Red Ale - American Amber / Red 4.000000
## 2022.1 Porter - Baltic 4.339442
## 1551 Lager - Vienna 3.700000
## 16 Altbier 3.785714
## 1744 Mild Ale - English Pale 3.765152
## 2323 Rye Beer 3.962567
## 553 Chile Beer 3.012821
## 1965 Pilsner - Imperial 4.095975
## 153 Bitter - English 3.600000
## 2775 Strong Ale - American 4.031915
## 799 Herb and Spice Beer 3.881579
## 230 Blonde Ale - Belgian 3.986486
## 775 Happoshu 3.000000
## 2911 Tripel 4.119658
## 835 IPA - American 3.823045
## 657 Farmhouse Ale - Bière de Garde 3.588889
## 2261 Red Ale - Irish 3.827169
## 2881 Strong Ale - English 3.931034
## 2475 Sour - Flanders Red Ale 3.904891
## 140 Bitter - English 3.869231
## 1912 Pilsner - Bohemian / Czech 3.592199
## 2751 Strong Ale - American 4.168547
## 234 Blonde Ale - Belgian 3.842105
## 1028 Lager - Adjunct 2.732990
## 297 Bock - Eisbock 4.000000
## 2131.1 Porter - Smoked 3.906250
## 2356 Scotch Ale / Wee Heavy 3.951807
## 2147 Pumpkin Beer 2.834538
## 466 Brown Ale - Belgian Dark 3.694444
## 2365 Scotch Ale / Wee Heavy 3.818182
## 2606 Stout - Foreign / Export 4.000000
## 2689 Stout - Oatmeal 3.984375
## 330 Bock - Maibock 3.739130
## 1953 Pilsner - German 3.675258
## 2662.1 Stout - Oatmeal 4.340064
## 364 Bock - Traditional 3.666667
## 894 IPA - English 3.848730
## 1658 Lambic - Gueuze 3.250000
## 1933 Pilsner - German 3.724265
## 48 Barleywine - American 4.024182
## 1390 Lager - Malt Liquor 2.968750
## 2016 Porter - American 4.166667
## 2507 Stout - American Imperial 4.243842
## 770 Happoshu 2.500000
## 3154 Wild Ale 4.126984
## 600 Dubbel 3.885563
## 1345 Lager - Light 2.349815
## 2192.1 Quadrupel (Quad) 3.883392
## 582 Cream Ale 3.666667
## 1755 Mild Ale - English Pale 3.666667
## 1600 Lambic - Fruit 4.153846
## 115 Bitter - English Extra Special / Strong Bitter (ESB) 3.906433
## 98 Barleywine - English 3.440476
## 206 Blonde Ale - American 3.427083
## 643 Farmhouse Ale - Bière de Garde 3.948276
## 753.1 Gruit / Ancient Herbed Ale 3.666667
## 1030 Lager - Adjunct 2.976344
## 1365 Lager - Light 2.437500
## 1762 Mild Ale - English Pale 3.700000
## 1956 Pilsner - German 3.305556
## 1751 Mild Ale - English Pale 3.571429
## 1653 Lambic - Gueuze 3.390244
## 2869 Strong Ale - English 4.125000
## 2552 Stout - American 3.716216
## 1311 Lager - Japanese Rice 2.523810
## 2608 Stout - Foreign / Export 4.000000
## 2583 Stout - Foreign / Export 3.940000
## 3159 Winter Warmer 3.934971
## 650 Farmhouse Ale - Bière de Garde 3.666667
## 1102 Lager - American 3.344595
## 3004 Wheat Beer - Dunkelweizen 4.171429
## 170 Bitter - English 3.607143
## 65.1 Barleywine - American 4.000000
## 2419 Smoked Beer 3.937500
## 847.1 IPA - Belgian 3.614583
## 1895 Pilsner - Bohemian / Czech 3.709945
## 1921 Pilsner - Bohemian / Czech 4.000000
## 838 IPA - American 3.921275
## 2917 Tripel 4.055066
## 193 Blonde Ale - American 2.661355
## 474 Brown Ale - Belgian Dark 4.272727
## 1305 Lager - India Pale Lager (IPL) 3.750000
## 1331.1 Lager - Kellerbier / Zwickelbier 3.884058
## 2843 Strong Ale - Belgian Pale 3.970339
## 3058 Wheat Beer - Kristallweizen 4.066451
## 927 IPA - Imperial 3.983032
## 1329 Lager - Kellerbier / Zwickelbier 3.666667
## 113 Bitter - English Extra Special / Strong Bitter (ESB) 3.888664
## 2823 Strong Ale - Belgian Pale 4.000000
## 1003 Kölsch 3.675000
## 2589.1 Stout - Foreign / Export 3.730769
## 2968 Wheat Beer - American Pale 3.533333
## 287 Bock - Doppelbock 3.714286
## 2898 Tripel 3.000000
## 2098 Porter - Imperial 3.777778
## 1018 Lager - Adjunct 2.901370
## 492 Brown Ale - English 3.656109
## 2469 Sour - Flanders Red Ale 4.000000
## 1801 Pale Ale - American 4.000000
## 1095 Lager - American Amber / Red 3.172414
## 214 Blonde Ale - American 3.937500
## 2709 Stout - Russian Imperial 4.208791
## 1695 Low Alcohol Beer 3.105263
## 2161 Pumpkin Beer 4.021164
## 434 Brown Ale - American 3.509317
## 2165.1 Pumpkin Beer 3.806818
## 1473 Lager - Märzen / Oktoberfest 3.956522
## 788 Herb and Spice Beer 3.645299
## 2233 Red Ale - American Amber / Red 4.093023
## 2817 Strong Ale - Belgian Pale 4.512857
## 2839 Strong Ale - Belgian Pale 3.643590
## 960 IPA - New England 4.163113
## 1459 Lager - Märzen / Oktoberfest 3.529197
## 423 Brown Ale - American 4.110777
## 2024 Porter - Baltic 4.023102
## 55 Barleywine - American 3.785714
## 914 IPA - English 3.507042
## 2765 Strong Ale - American 3.740741
## 1511 Lager - Rauchbier 3.875000
## 328 Bock - Maibock 3.458333
## 2893 Tripel 3.677961
## 3075 Wheat Beer - Kristallweizen 3.750000
## 1474 Lager - Märzen / Oktoberfest 3.300000
## 2101 Porter - Imperial 3.919643
## 2940.1 Wheat Beer - American Dark 3.642857
## 2760 Strong Ale - American 4.117647
## 1114 Lager - American 3.359281
## 2421 Smoked Beer 3.772727
## 2781 Strong Ale - Belgian Dark 3.836158
## 2577.1 Stout - English 3.443182
## 1283 Lager - Helles 3.155844
## 835.1 IPA - American 3.823045
## 103 Barleywine - English 3.936508
## 2247 Red Ale - Imperial 4.136364
## 1482 Lager - Märzen / Oktoberfest 3.721154
## 2389 Scottish Ale 3.750000
## 2093 Porter - Imperial 4.189189
## 697 Farmhouse Ale - Saison 4.218750
## 3146 Wild Ale 4.378788
## 861 IPA - Belgian 3.875000
## 2562.2 Stout - English 4.250000
## 1728 Mild Ale - English Dark 3.391304
## 2822 Strong Ale - Belgian Pale 4.138562
## 1537 Lager - Schwarzbier 3.833333
## 343.1 Bock - Traditional 3.833333
## 2895 Tripel 4.165284
## 1452 Lager - Munich Dunkel 3.473684
## 2905 Tripel 4.097561
## 1691 Low Alcohol Beer 3.775862
## 1002.1 Kölsch 3.796610
## 2396 Scottish Ale 3.615385
## 3179 Winter Warmer 3.760000
## 1675 Lambic - Traditional 4.250000
## 944 IPA - Imperial 3.971579
## 1389 Lager - Malt Liquor 2.393082
## 3111.1 Wheat Beer - Witbier 3.542857
## 2144 Porter - Smoked 3.772727
## 2409.1 Smoked Beer 3.936224
## 1914 Pilsner - Bohemian / Czech 3.500000
## 503 Brown Ale - English 3.450000
## 1165 Lager - European Dark 3.658537
## 1531 Lager - Schwarzbier 3.746951
## 30 Altbier 3.545455
## 2667 Stout - Oatmeal 4.031068
## 2940.2 Wheat Beer - American Dark 3.642857
## 1757 Mild Ale - English Pale 3.166667
## 2806 Strong Ale - Belgian Dark 4.085366
## 1244 Lager - European Strong 2.818182
## 2119 Porter - Smoked 4.153987
## 1331.2 Lager - Kellerbier / Zwickelbier 3.884058
## 1687 Low Alcohol Beer 2.067568
## 2779 Strong Ale - Belgian Dark 3.752934
## 1999 Porter - American 3.951172
## 2556 Stout - English 3.894737
## 648 Farmhouse Ale - Bière de Garde 3.961538
## 2037 Porter - Baltic 3.966216
## 2564 Stout - English 4.250000
## 1929 Pilsner - German 3.922156
## 1046 Lager - Adjunct 2.597143
## 678 Farmhouse Ale - Saison 4.031381
## 615 Dubbel 3.854839
## 1801.1 Pale Ale - American 4.000000
## 2839.1 Strong Ale - Belgian Pale 3.643590
## 2437 Sour - Berliner Weisse 3.664557
## 1639 Lambic - Gueuze 4.019126
## 1744.1 Mild Ale - English Pale 3.765152
## 2061 Porter - English 4.186047
## 559 Chile Beer 3.041667
## 2649.1 Stout - Irish Dry 3.956897
## 3011 Wheat Beer - Dunkelweizen 3.700000
## 2993 Wheat Beer - Dunkelweizen 3.652778
## 2804.1 Strong Ale - Belgian Dark 4.121181
## 2911.1 Tripel 4.119658
## 872 IPA - Black / Cascadian Dark Ale 4.004065
## 724.1 Fruit and Field Beer 3.159292
## 593 Dubbel 3.787281
## 998 Kölsch 4.111111
## 2783 Strong Ale - Belgian Dark 4.072251
## 1510 Lager - Rauchbier 3.666667
## 1966 Pilsner - Imperial 4.033613
## 1301.1 Lager - Helles 2.980000
## 2613 Stout - Foreign / Export 3.388889
## 1808 Pale Ale - American 4.046460
## 375 Bock - Weizenbock 3.977064
## 190 Blonde Ale - American 3.079710
## 1797 Pale Ale - American 3.000000
## 2598 Stout - Foreign / Export 4.089744
## 1608 Lambic - Fruit 3.682796
## 513 Brown Ale - English 3.811475
## 2691 Stout - Oatmeal 3.995192
## 1340 Lager - Kellerbier / Zwickelbier 3.928571
## 609 Dubbel 3.793750
## 2232 Red Ale - American Amber / Red 3.824742
## 1951 Pilsner - German 3.815972
## 1387 Lager - Malt Liquor 2.577236
## 1520 Lager - Schwarzbier 3.900000
## 1613 Lambic - Fruit 4.060606
## 1452.1 Lager - Munich Dunkel 3.473684
## 1629 Lambic - Fruit 3.613636
## 634 Farmhouse Ale - Bière de Garde 3.969349
## 342 Bock - Traditional 3.179245
## 2268 Red Ale - Irish 3.627451
## 1958 Pilsner - German 3.114679
## 1777.1 Old Ale 3.750000
## 3152 Wild Ale 4.000000
## 2698.1 Stout - Russian Imperial 4.119329
## 2530 Stout - American 4.142045
## 2944 Wheat Beer - American Dark 3.750000
## 2019 Porter - Baltic 3.906193
## 1212 Lager - European Pale 3.673077
## 1414.1 Lager - Malt Liquor 3.035714
## 2405 Smoked Beer 3.975962
## 713 Fruit and Field Beer 3.325163
## 1250 Lager - European Strong 3.086957
## 2218 Red Ale - American Amber / Red 3.821510
## 1782 Old Ale 4.141463
## 3088.1 Wheat Beer - Wheatwine 3.920000
## 2351 Scotch Ale / Wee Heavy 3.783379
## 1175 Lager - European Dark 4.316667
## 2058 Porter - English 3.642857
## 1667 Lambic - Traditional 3.833333
## 1130 Lager - European / Dortmunder Export 3.907407
## 2997 Wheat Beer - Dunkelweizen 3.833333
## 454 Brown Ale - Belgian Dark 4.041262
## 3196 Winter Warmer 3.885057
## 1451.1 Lager - Munich Dunkel 3.904762
## 179 Bière de Champagne / Bière Brut 4.111111
## 2406 Smoked Beer 4.085821
## 958 IPA - Imperial 4.083333
## 830 IPA - American 3.866171
## 847.2 IPA - Belgian 3.614583
## 2662.2 Stout - Oatmeal 4.340064
## 706 Fruit and Field Beer 4.197270
## 878 IPA - Black / Cascadian Dark Ale 3.916667
## 1680 Lambic - Traditional 3.666667
## 843.1 IPA - Belgian 3.500000
## 2143 Porter - Smoked 4.224138
## 557.1 Chile Beer 1.636364
## 2806.1 Strong Ale - Belgian Dark 4.085366
## 2263 Red Ale - Irish 3.865691
## 1526 Lager - Schwarzbier 3.851852
## 2418 Smoked Beer 3.200000
## 1239 Lager - European Strong 3.178571
## 2604 Stout - Foreign / Export 4.400000
## 2191 Quadrupel (Quad) 3.772866
## 854 IPA - Belgian 4.047619
## 2657 Stout - Irish Dry 4.250000
## 2770 Strong Ale - American 3.833333
## 2474 Sour - Flanders Red Ale 3.997475
## 840 IPA - Belgian 4.088626
## 171 Bitter - English 3.590909
## 979.1 Kvass 3.000000
## 1013 Kölsch 4.000000
## 2610 Stout - Foreign / Export 4.055556
## 868 IPA - Black / Cascadian Dark Ale 4.124016
## 162 Bitter - English 3.666667
## 91 Barleywine - English 3.914201
## 2213 Red Ale - American Amber / Red 4.279245
## 591 Dubbel 4.057812
## 2325 Rye Beer 4.009804
## 1205 Lager - European Pale 3.114537
## 345 Bock - Traditional 3.900000
## 2498 Stout - American Imperial 4.267442
## 1815 Pale Ale - American 4.090301
## 857 IPA - Belgian 3.852381
## 3084 Wheat Beer - Wheatwine 4.113924
## 2043 Porter - Baltic 3.857143
## 1382.1 Lager - Light 2.790000
## 634.1 Farmhouse Ale - Bière de Garde 3.969349
## 568 Cream Ale 4.000000
## 2712 Stout - Russian Imperial 4.260388
## 740 Gruit / Ancient Herbed Ale 3.578512
## 940 IPA - Imperial 4.247780
## 1836 Pale Ale - Belgian 3.538462
## 3165 Winter Warmer 3.827751
## 1602 Lambic - Fruit 4.087838
## 1067 Lager - American Amber / Red 3.634454
## 1024 Lager - Adjunct 2.912162
## 3164 Winter Warmer 3.492659
## 2623 Stout - Irish Dry 4.275578
## 1151 Lager - European / Dortmunder Export 3.700000
## 1627 Lambic - Fruit 3.937500
## 479.1 Brown Ale - English 3.671795
## 2671.1 Stout - Oatmeal 4.402778
## 507.1 Brown Ale - English 3.576613
## 704.1 Fruit and Field Beer 3.251138
## 1876 Pale Ale - English 3.875000
## 1747 Mild Ale - English Pale 3.800000
## 1626 Lambic - Fruit 3.743243
## 361 Bock - Traditional 3.452830
## 119.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 1963 Pilsner - Imperial 4.088571
## 2983 Wheat Beer - Dunkelweizen 3.630435
## 166 Bitter - English 3.718750
## 1715 Low Alcohol Beer 2.150000
## 287.1 Bock - Doppelbock 3.714286
## 1365.1 Lager - Light 2.437500
## 3061 Wheat Beer - Kristallweizen 3.850877
## 2969 Wheat Beer - American Pale 3.402326
## 1705 Low Alcohol Beer 3.000000
## 313 Bock - Maibock 3.739362
## 3052.2 Wheat Beer - Hefeweizen 3.830317
## 111 Bitter - English Extra Special / Strong Bitter (ESB) 3.770083
## 623 Dubbel 3.608527
## 158 Bitter - English 3.785714
## 1261 Lager - European Strong 3.225000
## 461 Brown Ale - Belgian Dark 3.750000
## 2730 Stout - Sweet / Milk 3.700000
## 905 IPA - English 4.625000
## 1898 Pilsner - Bohemian / Czech 3.863636
## 2946 Wheat Beer - American Dark 3.250000
## 318 Bock - Maibock 3.918033
## 129 Bitter - English Extra Special / Strong Bitter (ESB) 4.028455
## 748 Gruit / Ancient Herbed Ale 3.714286
## 11 Altbier 4.061497
## 198 Blonde Ale - American 3.376923
## 1168 Lager - European Dark 4.041667
## 1598 Lambic - Fruit 4.357708
## 1387.1 Lager - Malt Liquor 2.577236
## 1189 Lager - European Pale 3.152838
## 2727 Stout - Sweet / Milk 3.804399
## 2356.1 Scotch Ale / Wee Heavy 3.951807
## 3032 Wheat Beer - Hefeweizen 3.306763
## 2067 Porter - English 3.925714
## 390 Bock - Weizenbock 3.500000
## 2427 Smoked Beer 4.000000
## 36 Altbier 3.621212
## 223 Blonde Ale - Belgian 3.926540
## 283 Bock - Doppelbock 3.896226
## 2996 Wheat Beer - Dunkelweizen 3.703704
## 2459.1 Sour - Flanders Oud Bruin 3.825000
## 1432 Lager - Munich Dunkel 3.702899
## 1097 Lager - American 3.074553
## 119.2 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 1683 Lambic - Traditional 3.750000
## 3071 Wheat Beer - Kristallweizen 3.965517
## 1348 Lager - Light 3.559424
## 868.1 IPA - Black / Cascadian Dark Ale 4.124016
## 1354 Lager - Light 1.936798
## 2488 Sour - Gose 3.855263
## 943 IPA - Imperial 4.216578
## 1793 Old Ale 3.583333
## 2327 Rye Beer 4.125000
## 2258 Red Ale - Imperial 4.166667
## 2506 Stout - American Imperial 4.301837
## 699 Fruit and Field Beer 3.514002
## 2051 Porter - English 3.891304
## 908 IPA - English 3.405172
## 1727 Mild Ale - English Dark 3.619048
## 1816.1 Pale Ale - American 3.587922
## 2121 Porter - Smoked 3.805970
## 1842 Pale Ale - Belgian 4.150000
## 348 Bock - Traditional 3.546296
## 1399 Lager - Malt Liquor 2.864865
## 562 Cream Ale 3.670833
## 2435 Sour - Berliner Weisse 3.571429
## 2397 Scottish Ale 3.941176
## 2481 Sour - Flanders Red Ale 3.000000
## 2025 Porter - Baltic 4.113208
## 599.1 Dubbel 4.240947
## 2683 Stout - Oatmeal 4.166667
## 3125.1 Wheat Beer - Witbier 3.465686
## 2531 Stout - American 3.989837
## 2976 Wheat Beer - American Pale 3.428571
## 864 IPA - Belgian 4.083333
## 1487 Lager - Märzen / Oktoberfest 3.725410
## 614 Dubbel 3.910864
## 2081 Porter - English 4.053571
## 1894 Pale Ale - English 3.672414
## 2296 Red Ale - Irish 3.531250
## 735.1 Gruit / Ancient Herbed Ale 3.582212
## 522 California Common / Steam Beer 3.888889
## 2848 Strong Ale - Belgian Pale 4.026961
## 3067 Wheat Beer - Kristallweizen 3.833333
## 1072 Lager - American Amber / Red 3.728395
## 1385 Lager - Malt Liquor 2.752174
## 596 Dubbel 4.116788
## 1883.1 Pale Ale - English 3.701299
## 2762 Strong Ale - American 3.395349
## 2782 Strong Ale - Belgian Dark 3.826169
## 744 Gruit / Ancient Herbed Ale 3.911765
## 1994 Porter - American 3.850000
## 675.1 Farmhouse Ale - Saison 3.881625
## 1585.1 Lambic - Faro 3.548611
## 2702 Stout - Russian Imperial 4.325949
## 238 Blonde Ale - Belgian 3.619048
## 621 Dubbel 4.026316
## 1276 Lager - Helles 3.664773
## 1058 Lager - Adjunct 2.980769
## 3167 Winter Warmer 3.831081
## 3040 Wheat Beer - Hefeweizen 3.754717
## 696 Farmhouse Ale - Saison 4.000000
## 971 Kvass 3.250000
## 539 Chile Beer 3.818182
## 1481.1 Lager - Märzen / Oktoberfest 3.711982
## 3185 Winter Warmer 3.739535
## 1636 Lambic - Gueuze 4.223958
## 3190.1 Winter Warmer 4.062500
## 965 Kvass 3.653846
## 568.1 Cream Ale 4.000000
## 98.1 Barleywine - English 3.440476
## 2066 Porter - English 3.763636
## 963 IPA - New England 4.000000
## 815 IPA - American 4.051102
## 966 Kvass 2.937500
## 2004 Porter - American 4.008287
## 2778 Strong Ale - Belgian Dark 4.125000
## 1230 Lager - European Strong 3.371681
## 471 Brown Ale - Belgian Dark 4.000000
## 1334 Lager - Kellerbier / Zwickelbier 3.833333
## 1336 Lager - Kellerbier / Zwickelbier 3.736842
## 1793.1 Old Ale 3.583333
## 1141 Lager - European / Dortmunder Export 3.500000
## 2514 Stout - American Imperial 4.080189
## 2217 Red Ale - American Amber / Red 4.166667
## 1706 Low Alcohol Beer 4.000000
## 2675 Stout - Oatmeal 4.231454
## 330.1 Bock - Maibock 3.739130
## 1402.1 Lager - Malt Liquor 2.661290
## 3032.1 Wheat Beer - Hefeweizen 3.306763
## 288 Bock - Doppelbock 4.224138
## 1676 Lambic - Traditional 4.625000
## 1607.1 Lambic - Fruit 4.644231
## 2044 Porter - Baltic 3.656250
## 3088.2 Wheat Beer - Wheatwine 3.920000
## 1866 Pale Ale - English 3.565428
## 200 Blonde Ale - American 3.575221
## 2500 Stout - American Imperial 4.375000
## 1958.1 Pilsner - German 3.114679
## 558 Chile Beer 3.562500
## 1773 Old Ale 4.175000
## 1945 Pilsner - German 3.584615
## 1382.2 Lager - Light 2.790000
## 1128 Lager - European / Dortmunder Export 3.963068
## 1576 Lager - Vienna 3.916667
## 2198 Quadrupel (Quad) 3.986111
## 51 Barleywine - American 4.086667
## 1273 Lager - Helles 3.304813
## 12 Altbier 4.333333
## 2134 Porter - Smoked 3.950000
## 319 Bock - Maibock 3.911429
## 1352 Lager - Light 2.500000
## 117 Bitter - English Extra Special / Strong Bitter (ESB) 3.805147
## 1422 Lager - Munich Dunkel 3.673203
## 1262 Lager - European Strong 3.333333
## 2245 Red Ale - Imperial 4.110638
## 1346 Lager - Light 2.401961
## 365 Bock - Traditional 3.935484
## 2905.1 Tripel 4.097561
## 496 Brown Ale - English 3.742188
## 476 Brown Ale - English 4.124905
## 833.1 IPA - American 3.812500
## 2624 Stout - Irish Dry 3.705097
## 672 Farmhouse Ale - Saison 4.146505
## 2659 Stout - Oatmeal 4.364508
## 431 Brown Ale - American 4.131040
## 670 Farmhouse Ale - Saison 4.263900
## 1817 Pale Ale - American 3.592727
## 3101 Wheat Beer - Witbier 3.866707
## 2994 Wheat Beer - Dunkelweizen 3.766234
## 1682 Lambic - Traditional 3.250000
## 1476 Lager - Märzen / Oktoberfest 3.727459
## 1930 Pilsner - German 3.785178
## 303 Bock - Eisbock 4.000000
## 981 Kvass 3.500000
## 363 Bock - Traditional 3.833333
## 453 Brown Ale - Belgian Dark 3.915323
## 512 Brown Ale - English 3.686957
## 987 Kölsch 3.691901
## 2687 Stout - Oatmeal 3.745714
## 2532 Stout - American 3.947658
## 2918 Tripel 3.821637
## 126 Bitter - English Extra Special / Strong Bitter (ESB) 4.007299
## 1948 Pilsner - German 3.669767
## 2763 Strong Ale - American 3.909091
## 1345.1 Lager - Light 2.349815
## 1154 Lager - European Dark 3.631696
## 833.2 IPA - American 3.812500
## 1783.1 Old Ale 3.456364
## 2978 Wheat Beer - American Pale 3.875000
## 2337 Scotch Ale / Wee Heavy 3.960621
## 3089 Wheat Beer - Wheatwine 4.014423
## 2862 Strong Ale - English 3.878082
## 928 IPA - Imperial 4.029799
## 856 IPA - Belgian 4.132075
## 1208 Lager - European Pale 3.453125
## 1536 Lager - Schwarzbier 3.940299
## 891 IPA - English 4.017806
## 2968.1 Wheat Beer - American Pale 3.533333
## 1745.1 Mild Ale - English Pale 3.314815
## 3130 Wheat Beer - Witbier 4.047771
## 1514 Lager - Rauchbier 3.958333
## 685 Farmhouse Ale - Saison 4.000000
## 276 Bock - Doppelbock 3.760870
## 317.1 Bock - Maibock 4.150943
## 866 IPA - Black / Cascadian Dark Ale 4.122963
## 2768 Strong Ale - American 3.724299
## 180 Bière de Champagne / Bière Brut 4.076471
## 2976.1 Wheat Beer - American Pale 3.428571
## 1421 Lager - Munich Dunkel 4.000000
## 2720.1 Stout - Russian Imperial 3.820000
## 1073 Lager - American Amber / Red 3.479021
## 286 Bock - Doppelbock 4.041667
## 1384 Lager - Malt Liquor 2.772727
## 1514.1 Lager - Rauchbier 3.958333
## 1661 Lambic - Traditional 3.744856
## 2549 Stout - American 4.055556
## 240 Blonde Ale - Belgian 3.750000
## 899 IPA - English 3.693182
## 2241 Red Ale - American Amber / Red 4.062500
## 175 Bitter - English 3.907895
## 1672 Lambic - Traditional 4.000000
## 1327 Lager - Japanese Rice 2.358974
## 1928 Pilsner - German 3.430014
## 294 Bock - Eisbock 3.500000
## 191 Blonde Ale - American 3.471576
## 2745 Strong Ale - American 3.955142
## 1494.1 Lager - Rauchbier 4.222222
## 857.1 IPA - Belgian 3.852381
## 2156 Pumpkin Beer 3.933673
## 2977 Wheat Beer - American Pale 3.458333
## 3015 Wheat Beer - Dunkelweizen 3.833333
## 1810 Pale Ale - American 3.685221
## 1474.1 Lager - Märzen / Oktoberfest 3.300000
## 1851 Pale Ale - Belgian 3.546667
## 3100 Wheat Beer - Witbier 4.029049
## 1204 Lager - European Pale 3.458580
## 2428 Smoked Beer 4.000000
## 2300.1 Rye Beer - Roggenbier 3.794118
## 977 Kvass 3.083333
## 1084 Lager - American Amber / Red 3.092357
## 1272 Lager - Helles 3.418462
## 1427 Lager - Munich Dunkel 3.671875
## 903 IPA - English 3.801948
## 1451.2 Lager - Munich Dunkel 3.904762
## 1678 Lambic - Traditional 4.000000
## 2194 Quadrupel (Quad) 3.953947
## 299 Bock - Eisbock 3.750000
## 2804.2 Strong Ale - Belgian Dark 4.121181
## 202 Blonde Ale - American 3.806818
## 1304 Lager - India Pale Lager (IPL) 3.980769
## 301 Bock - Eisbock 3.875000
## 2799 Strong Ale - Belgian Dark 4.003289
## 2686 Stout - Oatmeal 4.166667
## 2751.1 Strong Ale - American 4.168547
## 1186 Lager - European Pale 3.392857
## 1966.1 Pilsner - Imperial 4.033613
## 1190 Lager - European Pale 3.304450
## 1563.1 Lager - Vienna 3.387097
## 2861 Strong Ale - English 3.886364
## 2882 Strong Ale - English 3.794643
## 1560.1 Lager - Vienna 3.698895
## 2461.1 Sour - Flanders Oud Bruin 3.771429
## 2143.1 Porter - Smoked 4.224138
## 2917.1 Tripel 4.055066
## 1431 Lager - Munich Dunkel 3.881579
## 2989 Wheat Beer - Dunkelweizen 3.923567
## 1052 Lager - Adjunct 3.026119
## 2246 Red Ale - Imperial 4.171070
## 1948.1 Pilsner - German 3.669767
## 689 Farmhouse Ale - Saison 4.128086
## 1526.1 Lager - Schwarzbier 3.851852
## 1262.1 Lager - European Strong 3.333333
## 2135 Porter - Smoked 3.600000
## 2830 Strong Ale - Belgian Pale 4.114754
## 1162 Lager - European Dark 3.476744
## 1228 Lager - European Strong 3.120640
## 1530 Lager - Schwarzbier 3.906250
## 1004 Kölsch 3.668675
## 1687.1 Low Alcohol Beer 2.067568
## 772 Happoshu 3.000000
## 1519 Lager - Schwarzbier 3.659353
## 1500 Lager - Rauchbier 3.857143
## 3001 Wheat Beer - Dunkelweizen 3.974359
## 36.1 Altbier 3.621212
## 973 Kvass 3.250000
## 1940 Pilsner - German 3.796943
## 282 Bock - Doppelbock 3.500000
## 1202 Lager - European Pale 2.859375
## 2762.1 Strong Ale - American 3.395349
## 2326 Rye Beer 3.959677
## 708 Fruit and Field Beer 3.767981
## 405 Braggot 3.882353
## 1374 Lager - Light 2.262821
## 1058.1 Lager - Adjunct 2.980769
## 2506.1 Stout - American Imperial 4.301837
## 857.2 IPA - Belgian 3.852381
## 2955 Wheat Beer - American Pale 3.692381
## 2798 Strong Ale - Belgian Dark 3.986441
## 1637 Lambic - Gueuze 4.048387
## 1257 Lager - European Strong 3.742424
## 28 Altbier 4.216667
## 22 Altbier 3.970588
## 2062 Porter - English 3.823171
## 1919.1 Pilsner - Bohemian / Czech 3.518519
## 125 Bitter - English Extra Special / Strong Bitter (ESB) 3.913043
## 641.1 Farmhouse Ale - Bière de Garde 4.026882
## 1308 Lager - Japanese Rice 2.874408
## 780 Herb and Spice Beer 3.739437
## 3066 Wheat Beer - Kristallweizen 3.705882
## 3091 Wheat Beer - Wheatwine 3.818182
## 536 Chile Beer 3.651659
## 2396.1 Scottish Ale 3.615385
## 1774.1 Old Ale 4.043956
## 2132 Porter - Smoked 4.350000
## 799.1 Herb and Spice Beer 3.881579
## 3068 Wheat Beer - Kristallweizen 3.662500
## 565 Cream Ale 3.718182
## 3135 Wild Ale 4.291548
## 1806.1 Pale Ale - American 4.115044
## 2735 Stout - Sweet / Milk 3.907051
## 52 Barleywine - American 3.912069
## 1635 Lambic - Gueuze 4.126506
## 2808.1 Strong Ale - Belgian Dark 4.042553
## 2884 Strong Ale - English 3.451613
## 1099 Lager - American 3.052632
## 2913 Tripel 3.407233
## 2530.1 Stout - American 4.142045
## 1200 Lager - European Pale 3.612532
## 2673.1 Stout - Oatmeal 3.887692
## 142 Bitter - English 3.551724
## 2451 Sour - Flanders Oud Bruin 3.875000
## 329 Bock - Maibock 3.687500
## 1399.1 Lager - Malt Liquor 2.864865
## 327 Bock - Maibock 3.868750
## 1593 Lambic - Fruit 4.191336
## 20 Altbier 3.900000
## 1272.1 Lager - Helles 3.418462
## 961 IPA - New England 4.181818
## 3093 Wheat Beer - Wheatwine 4.150000
## 1141.1 Lager - European / Dortmunder Export 3.500000
## 964 Kvass 3.307692
## 2532.1 Stout - American 3.947658
## 3186 Winter Warmer 3.936620
## 1857 Pale Ale - English 3.858124
## 2961 Wheat Beer - American Pale 3.077160
## 839 IPA - Belgian 4.080226
## 2931 Wheat Beer - American Dark 3.833333
## 2264 Red Ale - Irish 3.795322
## 2592 Stout - Foreign / Export 3.982558
## 416 Braggot 3.500000
## 2976.2 Wheat Beer - American Pale 3.428571
## 188 Blonde Ale - American 3.370000
## 2625 Stout - Irish Dry 4.250000
## 962 IPA - New England 4.304196
## 1445 Lager - Munich Dunkel 3.325581
## 1168.1 Lager - European Dark 4.041667
## 1126.1 Lager - European / Dortmunder Export 3.588235
## 1702 Low Alcohol Beer 3.400000
## 2312 Rye Beer - Roggenbier 3.000000
## 2807 Strong Ale - Belgian Dark 4.242775
## 1181 Lager - European Dark 4.000000
## 2728 Stout - Sweet / Milk 4.053672
## 2798.1 Strong Ale - Belgian Dark 3.986441
## 1897 Pilsner - Bohemian / Czech 3.560078
## 1695.1 Low Alcohol Beer 3.105263
## 424 Brown Ale - American 3.978537
## 396 Bock - Weizenbock 3.642857
## 1946 Pilsner - German 3.496503
## 1147 Lager - European / Dortmunder Export 3.750000
## 717 Fruit and Field Beer 3.888889
## 1536.1 Lager - Schwarzbier 3.940299
## 254 Bock - Doppelbock 3.876356
## 2330 Rye Beer 3.468750
## 622 Dubbel 4.000000
## 371 Bock - Traditional 3.545455
## 2053 Porter - English 3.800261
## 34 Altbier 3.866667
## 1530.1 Lager - Schwarzbier 3.906250
## 2638 Stout - Irish Dry 3.785714
## 1732 Mild Ale - English Dark 3.750000
## 212.1 Blonde Ale - American 3.473881
## 346 Bock - Traditional 4.000000
## 28.1 Altbier 4.216667
## 1807 Pale Ale - American 3.987847
## 1023 Lager - Adjunct 2.757862
## 1968 Pilsner - Imperial 3.782609
## 793 Herb and Spice Beer 3.625000
## 2403 Scottish Ale 3.700000
## 359 Bock - Traditional 3.647436
## 2813 Strong Ale - Belgian Dark 3.936667
## 3151 Wild Ale 3.989691
## 2105 Porter - Robust 2.500000
## 326.1 Bock - Maibock 3.780000
## 2638.1 Stout - Irish Dry 3.785714
## 2772 Strong Ale - American 3.666667
## 2792 Strong Ale - Belgian Dark 4.206667
## 1985 Porter - American 4.047486
## 423.1 Brown Ale - American 4.110777
## 2369 Scotch Ale / Wee Heavy 4.125000
## 1885 Pale Ale - English 3.543182
## 2606.1 Stout - Foreign / Export 4.000000
## 2067.1 Porter - English 3.925714
## 1502 Lager - Rauchbier 3.304688
## 1010 Kölsch 3.689189
## 1581 Lager - Vienna 3.750000
## 813 IPA - American 3.875000
## 2802 Strong Ale - Belgian Dark 4.082305
## 1479 Lager - Märzen / Oktoberfest 3.574074
## 363.1 Bock - Traditional 3.833333
## 1282 Lager - Helles 3.854167
## 2944.1 Wheat Beer - American Dark 3.750000
## 3069.1 Wheat Beer - Kristallweizen 3.258065
## 357 Bock - Traditional 3.500000
## 1818 Pale Ale - American 3.656457
## 1430 Lager - Munich Dunkel 3.834646
## 440 Brown Ale - American 3.988055
## 3125.2 Wheat Beer - Witbier 3.465686
## 2929 Wheat Beer - American Dark 3.772727
## 673 Farmhouse Ale - Saison 4.188889
## 2142 Porter - Smoked 4.400000
## 771 Happoshu 3.000000
## 929 IPA - Imperial 4.110031
## 800 Herb and Spice Beer 3.663636
## 30.1 Altbier 3.545455
## 396.1 Bock - Weizenbock 3.642857
## 1790 Old Ale 3.970588
## 2104.1 Porter - Robust 4.193131
## 2987 Wheat Beer - Dunkelweizen 3.969697
## 3046 Wheat Beer - Hefeweizen 3.708092
## 2826 Strong Ale - Belgian Pale 3.845690
## 2393 Scottish Ale 3.845238
## 1702.1 Low Alcohol Beer 3.400000
## 528 California Common / Steam Beer 3.666667
## 943.1 IPA - Imperial 4.216578
## 3048 Wheat Beer - Hefeweizen 3.946429
## 2838 Strong Ale - Belgian Pale 3.954733
## 354 Bock - Traditional 3.916667
## 296 Bock - Eisbock 3.770833
## 706.1 Fruit and Field Beer 4.197270
## 290 Bock - Eisbock 3.941365
## 1519.1 Lager - Schwarzbier 3.659353
## 1378 Lager - Light 3.000000
## 1644 Lambic - Gueuze 4.066869
## 947 IPA - Imperial 4.152108
## 1314.1 Lager - Japanese Rice 3.196429
## 2648 Stout - Irish Dry 4.500000
## 469 Brown Ale - Belgian Dark 3.866667
## 2034 Porter - Baltic 3.967391
## 1907 Pilsner - Bohemian / Czech 4.190840
## 2128 Porter - Smoked 4.062500
## 382 Bock - Weizenbock 4.101190
## 2219 Red Ale - American Amber / Red 3.957123
## 2847 Strong Ale - Belgian Pale 3.944444
## 1098 Lager - American 2.872024
## 434.1 Brown Ale - American 3.509317
## 1607.2 Lambic - Fruit 4.644231
## 686 Farmhouse Ale - Saison 4.098765
## 1609 Lambic - Fruit 4.293173
## 126.1 Bitter - English Extra Special / Strong Bitter (ESB) 4.007299
## 1465 Lager - Märzen / Oktoberfest 3.611801
## 1981 Porter - American 4.500000
## 2945 Wheat Beer - American Dark 3.666667
## 2482 Sour - Flanders Red Ale 3.300000
## 546 Chile Beer 4.000000
## 682 Farmhouse Ale - Saison 4.138686
## 1137 Lager - European / Dortmunder Export 3.205882
## 1310 Lager - Japanese Rice 2.893333
## 2785.1 Strong Ale - Belgian Dark 3.888971
## 2635 Stout - Irish Dry 3.750000
## 396.2 Bock - Weizenbock 3.642857
## 1055 Lager - Adjunct 3.507812
## 780.1 Herb and Spice Beer 3.739437
## 3057 Wheat Beer - Hefeweizen 3.906832
## 525 California Common / Steam Beer 3.452381
## 2895.1 Tripel 4.165284
## 1657.1 Lambic - Gueuze 3.884615
## 1743 Mild Ale - English Dark 3.500000
## 2867 Strong Ale - English 4.033597
## 1364 Lager - Light 2.350575
## 197 Blonde Ale - American 3.441667
## 2 Altbier 3.846154
## 3025 Wheat Beer - Hefeweizen 4.166667
## 2027 Porter - Baltic 4.105000
## 750 Gruit / Ancient Herbed Ale 3.000000
## 1219 Lager - European Pale 3.237288
## 140.1 Bitter - English 3.869231
## 459 Brown Ale - Belgian Dark 3.658730
## 2655 Stout - Irish Dry 3.141509
## 1975 Pilsner - Imperial 3.928571
## 1887 Pale Ale - English 3.540741
## 1789 Old Ale 3.798611
## 1442 Lager - Munich Dunkel 4.156250
## 564 Cream Ale 3.991045
## 251 Bock - Doppelbock 3.922547
## 1600.1 Lambic - Fruit 4.153846
## 1142 Lager - European / Dortmunder Export 3.450000
## 718 Fruit and Field Beer 3.187773
## 327.1 Bock - Maibock 3.868750
## 87 Barleywine - English 3.936441
## 402.1 Bock - Weizenbock 4.000000
## 920.1 IPA - English 3.722222
## 2597 Stout - Foreign / Export 4.062500
## 2721 Stout - Russian Imperial 3.873874
## 1660 Lambic - Traditional 4.039295
## 3132 Wheat Beer - Witbier 3.648551
## 2753 Strong Ale - American 4.000000
## 2384 Scottish Ale 3.678571
## 2151 Pumpkin Beer 3.863014
## 1125.1 Lager - European / Dortmunder Export 3.148438
## 1924 Pilsner - German 3.952764
## 3168 Winter Warmer 3.725610
## 1303 Lager - India Pale Lager (IPL) 4.071429
## 2712.1 Stout - Russian Imperial 4.260388
## 3144 Wild Ale 4.164740
## 2515 Stout - American Imperial 3.956169
## 2683.1 Stout - Oatmeal 4.166667
## 2687.1 Stout - Oatmeal 3.745714
## 1012 Kölsch 4.083333
## 750.1 Gruit / Ancient Herbed Ale 3.000000
## 2401 Scottish Ale 3.875000
## 473.1 Brown Ale - Belgian Dark 3.833333
## 314 Bock - Maibock 3.581699
## 1300 Lager - Helles 3.401042
## 2199 Quadrupel (Quad) 4.035714
## 1261.1 Lager - European Strong 3.225000
## 1595 Lambic - Fruit 4.157303
## 1700.2 Low Alcohol Beer 3.500000
## 1766 Old Ale 4.175892
## 2724 Stout - Russian Imperial 4.324228
## 3182 Winter Warmer 3.928571
## 2445 Sour - Flanders Oud Bruin 4.083095
## 1546 Lager - Schwarzbier 4.071429
## 450 Brown Ale - Belgian Dark 3.971429
## 1277 Lager - Helles 3.625806
## 2323.1 Rye Beer 3.962567
## 1284.1 Lager - Helles 3.307692
## 1992 Porter - American 3.540000
## 917 IPA - English 3.525862
## 1673 Lambic - Traditional 3.928571
## 1871 Pale Ale - English 4.059659
## 3041 Wheat Beer - Hefeweizen 3.868421
## 769 Happoshu 2.875000
## 426 Brown Ale - American 3.793689
## 3147 Wild Ale 3.769406
## 2869.1 Strong Ale - English 4.125000
## 399 Bock - Weizenbock 3.256757
## 683 Farmhouse Ale - Saison 4.074586
## 410 Braggot 3.571429
## 1035 Lager - Adjunct 2.490937
## 619 Dubbel 3.750000
## 733 Fruit and Field Beer 3.013514
## 839.1 IPA - Belgian 4.080226
## 1389.1 Lager - Malt Liquor 2.393082
## 1813 Pale Ale - American 3.748596
## 1697 Low Alcohol Beer 2.709677
## 607 Dubbel 4.167722
## 2270 Red Ale - Irish 3.857143
## 1931 Pilsner - German 2.923077
## 1880 Pale Ale - English 3.890351
## 2758 Strong Ale - American 3.368217
## 2195.1 Quadrupel (Quad) 4.212766
## 12.1 Altbier 4.333333
## 211 Blonde Ale - American 4.195652
## 2626 Stout - Irish Dry 3.972222
## 1388 Lager - Malt Liquor 2.946078
## 1602.1 Lambic - Fruit 4.087838
## 1721.1 Mild Ale - English Dark 3.689024
## 2289 Red Ale - Irish 3.729167
## 2825 Strong Ale - Belgian Pale 4.096439
## 3174 Winter Warmer 3.889583
## 316 Bock - Maibock 3.768707
## 1997 Porter - American 4.244898
## 548 Chile Beer 4.000000
## 2865 Strong Ale - English 3.544922
## 1913 Pilsner - Bohemian / Czech 3.583333
## 1464 Lager - Märzen / Oktoberfest 4.250000
## 1145 Lager - European / Dortmunder Export 2.937500
## 1931.1 Pilsner - German 2.923077
## 1650 Lambic - Gueuze 3.747126
## 1733 Mild Ale - English Dark 3.750000
## 1042 Lager - Adjunct 2.750000
## 1223 Lager - European Pale 3.043478
## 591.1 Dubbel 4.057812
## 895 IPA - English 3.833333
## 1058.2 Lager - Adjunct 2.980769
## 2407 Smoked Beer 4.166667
## 2230 Red Ale - American Amber / Red 4.026515
## 2622 Stout - Irish Dry 4.121140
## 1801.2 Pale Ale - American 4.000000
## 3030 Wheat Beer - Hefeweizen 3.250000
## 1845 Pale Ale - Belgian 3.627778
## 1177 Lager - European Dark 3.818182
## 324 Bock - Maibock 3.647059
## 351 Bock - Traditional 4.256944
## 666 Farmhouse Ale - Sahti 3.000000
## 2861.1 Strong Ale - English 3.886364
## 867 IPA - Black / Cascadian Dark Ale 4.002294
## 911 IPA - English 3.500000
## 3089.1 Wheat Beer - Wheatwine 4.014423
## 1273.1 Lager - Helles 3.304813
## 1042.1 Lager - Adjunct 2.750000
## 310 Bock - Maibock 3.528369
## 1125.2 Lager - European / Dortmunder Export 3.148438
## 2543 Stout - American 4.200000
## 2840 Strong Ale - Belgian Pale 4.261905
## 2136 Porter - Smoked 3.964286
## 1325 Lager - Japanese Rice 3.666667
## 3052.3 Wheat Beer - Hefeweizen 3.830317
## 236 Blonde Ale - Belgian 3.710526
## 2129 Porter - Smoked 3.968750
## 3012 Wheat Beer - Dunkelweizen 3.458333
## 2666 Stout - Oatmeal 3.926916
## 840.1 IPA - Belgian 4.088626
## 273 Bock - Doppelbock 3.760417
## 2862.1 Strong Ale - English 3.878082
## 3164.1 Winter Warmer 3.492659
## 602 Dubbel 3.996073
## 3159.1 Winter Warmer 3.934971
## 1686 Low Alcohol Beer 3.037037
## 1967 Pilsner - Imperial 3.803571
## 1409 Lager - Malt Liquor 2.431818
## 2815 Strong Ale - Belgian Dark 4.136986
## 2523 Stout - American Imperial 4.147059
## 2897 Tripel 4.163295
## 1055.1 Lager - Adjunct 3.507812
## 1378.1 Lager - Light 3.000000
## 1607.3 Lambic - Fruit 4.644231
## 2470 Sour - Flanders Red Ale 3.945652
## 320 Bock - Maibock 3.834862
## 1951.1 Pilsner - German 3.815972
## 2213.1 Red Ale - American Amber / Red 4.279245
## 2852 Strong Ale - Belgian Pale 4.218531
## 1716 Mild Ale - English Dark 3.920415
## 1092 Lager - American Amber / Red 3.589286
## 783 Herb and Spice Beer 3.490385
## 274 Bock - Doppelbock 3.803419
## 2405.1 Smoked Beer 3.975962
## 460 Brown Ale - Belgian Dark 3.666667
## 528.1 California Common / Steam Beer 3.666667
## 106 Bitter - English Extra Special / Strong Bitter (ESB) 3.746587
## 2778.1 Strong Ale - Belgian Dark 4.125000
## 2928 Tripel 4.392857
## 86 Barleywine - English 3.845026
## 156 Bitter - English 3.862069
## 2615 Stout - Foreign / Export 4.250000
## 2737 Stout - Sweet / Milk 3.937500
## 2304.1 Rye Beer - Roggenbier 4.666667
## 2388 Scottish Ale 3.878261
## 2923 Tripel 4.135747
## 2410 Smoked Beer 3.801205
## 1192 Lager - European Pale 3.014252
## 2594.1 Stout - Foreign / Export 4.000000
## 641.2 Farmhouse Ale - Bière de Garde 4.026882
## 341 Bock - Traditional 3.767751
## 2866 Strong Ale - English 3.809302
## 907 IPA - English 3.605978
## 650.1 Farmhouse Ale - Bière de Garde 3.666667
## 1687.2 Low Alcohol Beer 2.067568
## 1408 Lager - Malt Liquor 2.221154
## 425 Brown Ale - American 3.803050
## 310.1 Bock - Maibock 3.528369
## 2434 Sour - Berliner Weisse 3.951970
## 2689.1 Stout - Oatmeal 3.984375
## 3141.1 Wild Ale 4.053299
## 222 Blonde Ale - Belgian 4.071856
## 2297 Red Ale - Irish 3.884615
## 12.2 Altbier 4.333333
## 3187 Winter Warmer 4.017391
## 2518 Stout - American Imperial 4.000000
## 2355 Scotch Ale / Wee Heavy 3.936508
## 2571 Stout - English 4.333333
## 1274 Lager - Helles 3.790102
## 286.1 Bock - Doppelbock 4.041667
## 2689.2 Stout - Oatmeal 3.984375
## 368 Bock - Traditional 3.404762
## 1027 Lager - Adjunct 2.934075
## 2269 Red Ale - Irish 3.830357
## 398 Bock - Weizenbock 3.761905
## 131 Bitter - English Extra Special / Strong Bitter (ESB) 3.939024
## 925.1 IPA - Imperial 4.192097
## 1042.2 Lager - Adjunct 2.750000
## 1453 Lager - Märzen / Oktoberfest 3.799525
## 1783.2 Old Ale 3.456364
## 221 Blonde Ale - Belgian 3.843643
## 2838.1 Strong Ale - Belgian Pale 3.954733
## 1555 Lager - Vienna 3.660000
## 730 Fruit and Field Beer 3.556962
## 1759 Mild Ale - English Pale 3.583333
## 300 Bock - Eisbock 4.000000
## 2203 Quadrupel (Quad) 4.111111
## 3136 Wild Ale 4.091232
## 2037.1 Porter - Baltic 3.966216
## 83 Barleywine - English 4.117647
## 2256 Red Ale - Imperial 4.227273
## 1555.1 Lager - Vienna 3.660000
## 1712 Low Alcohol Beer 3.500000
## 425.1 Brown Ale - American 3.803050
## 2804.3 Strong Ale - Belgian Dark 4.121181
## 1395 Lager - Malt Liquor 2.742424
## 1893 Pale Ale - English 3.858974
## 2689.3 Stout - Oatmeal 3.984375
## 1907.1 Pilsner - Bohemian / Czech 4.190840
## 2283 Red Ale - Irish 3.705882
## 755.2 Happoshu 3.166667
## 523.1 California Common / Steam Beer 3.750000
## 2532.2 Stout - American 3.947658
## 1008 Kölsch 3.875000
## 2403.1 Scottish Ale 3.700000
## 2225 Red Ale - American Amber / Red 3.514085
## 1985.1 Porter - American 4.047486
## 1207 Lager - European Pale 2.975000
## 701 Fruit and Field Beer 3.214765
## 780.2 Herb and Spice Beer 3.739437
## 1825 Pale Ale - Belgian 3.675532
## 640 Farmhouse Ale - Bière de Garde 3.750000
## 465 Brown Ale - Belgian Dark 3.792683
## 3155 Wild Ale 3.692308
## 2979 Wheat Beer - Dunkelweizen 4.211316
## 66 Barleywine - American 3.845238
## 1859 Pale Ale - English 3.573491
## 1305.1 Lager - India Pale Lager (IPL) 3.750000
## 3040.1 Wheat Beer - Hefeweizen 3.754717
## 1221 Lager - European Pale 3.278571
## 2441 Sour - Berliner Weisse 3.861111
## 2570 Stout - English 4.000000
## 3099 Wheat Beer - Witbier 3.461282
## 1608.1 Lambic - Fruit 3.682796
## 2143.2 Porter - Smoked 4.224138
## 1922 Pilsner - Bohemian / Czech 3.705882
## 1806.2 Pale Ale - American 4.115044
## 251.1 Bock - Doppelbock 3.922547
## 2922 Tripel 4.219072
## 1798 Pale Ale - American 4.215013
## 2302 Rye Beer - Roggenbier 3.925000
## 2105.1 Porter - Robust 2.500000
## 2773 Strong Ale - American 3.846154
## 2019.1 Porter - Baltic 3.906193
## 2398 Scottish Ale 4.000000
## 3103 Wheat Beer - Witbier 3.987055
## 64 Barleywine - American 3.756369
## 2086 Porter - Imperial 4.000000
## 369 Bock - Traditional 3.987805
## 1017 Lager - Adjunct 2.516476
## 777 Herb and Spice Beer 3.700977
## 1870 Pale Ale - English 3.214559
## 1937 Pilsner - German 3.897799
## 2114.1 Porter - Robust 4.000000
## 248 Blonde Ale - Belgian 3.352941
## 1969 Pilsner - Imperial 4.101064
## 2749 Strong Ale - American 3.992188
## 2132.1 Porter - Smoked 4.350000
## 2670 Stout - Oatmeal 4.297222
## 2261.1 Red Ale - Irish 3.827169
## 1763 Old Ale 3.947368
## 1982 Porter - American 4.061303
## 321 Bock - Maibock 3.604651
## 2646.1 Stout - Irish Dry 3.925234
## 1481.2 Lager - Märzen / Oktoberfest 3.711982
## 968 Kvass 3.466667
## 2288 Red Ale - Irish 3.611111
## 2144.1 Porter - Smoked 3.772727
## 1861 Pale Ale - English 3.900826
## 996 Kölsch 3.215000
## 1125.3 Lager - European / Dortmunder Export 3.148438
## 359.1 Bock - Traditional 3.647436
## 2511.1 Stout - American Imperial 4.247758
## 525.1 California Common / Steam Beer 3.452381
## 208 Blonde Ale - American 3.117021
## 157.1 Bitter - English 3.756410
## 573 Cream Ale 3.011029
## 1829 Pale Ale - Belgian 3.874088
## 2535 Stout - American 4.047170
## 1823 Pale Ale - Belgian 4.126407
## 3062 Wheat Beer - Kristallweizen 3.944030
## 1961 Pilsner - German 3.763158
## 268 Bock - Doppelbock 3.833333
## 676 Farmhouse Ale - Saison 3.808989
## 2080 Porter - English 4.014706
## 2081.1 Porter - English 4.053571
## 188.1 Blonde Ale - American 3.370000
## 498.1 Brown Ale - English 3.611111
## 2143.3 Porter - Smoked 4.224138
## 1875 Pale Ale - English 3.666667
## 978 Kvass 3.500000
## 2544 Stout - American 4.100000
## 1302 Lager - India Pale Lager (IPL) 4.136364
## 2828 Strong Ale - Belgian Pale 3.970917
## 1646 Lambic - Gueuze 4.030822
## 413 Braggot 4.000000
## 336 Bock - Maibock 3.690476
## 1677 Lambic - Traditional 3.600000
## 823 IPA - American 4.114961
## 2865.1 Strong Ale - English 3.544922
## 1727.1 Mild Ale - English Dark 3.619048
## 2420 Smoked Beer 3.821429
## 1975.1 Pilsner - Imperial 3.928571
## 851 IPA - Belgian 4.085366
## 746 Gruit / Ancient Herbed Ale 3.812500
## 794 Herb and Spice Beer 3.840909
## 3169 Winter Warmer 3.948087
## 3066.1 Wheat Beer - Kristallweizen 3.705882
## 2276 Red Ale - Irish 3.920561
## 43 Barleywine - American 4.075772
## 3130.1 Wheat Beer - Witbier 4.047771
## 712 Fruit and Field Beer 3.413669
## 1324 Lager - Japanese Rice 3.250000
## 1047 Lager - Adjunct 2.905882
## 264 Bock - Doppelbock 3.664384
## 591.2 Dubbel 4.057812
## 1273.2 Lager - Helles 3.304813
## 3155.1 Wild Ale 3.692308
## 2924.1 Tripel 4.023227
## 2345 Scotch Ale / Wee Heavy 3.974848
## 2998 Wheat Beer - Dunkelweizen 3.586420
## 2127 Porter - Smoked 4.000000
## 1943 Pilsner - German 3.958333
## 1672.1 Lambic - Traditional 4.000000
## 3080 Wheat Beer - Kristallweizen 4.500000
## 341.1 Bock - Traditional 3.767751
## 1607.4 Lambic - Fruit 4.644231
## 575 Cream Ale 3.541667
## 202.1 Blonde Ale - American 3.806818
## 2866.1 Strong Ale - English 3.809302
## 1527 Lager - Schwarzbier 3.615108
## 1988 Porter - American 3.990608
## 2552.1 Stout - American 3.716216
## 2356.2 Scotch Ale / Wee Heavy 3.951807
## 890 IPA - English 3.688799
## 2765.1 Strong Ale - American 3.740741
## 819.1 IPA - American 4.049020
## 2126 Porter - Smoked 4.200000
## 1905 Pilsner - Bohemian / Czech 3.948276
## 1246 Lager - European Strong 3.375000
## 1190.1 Lager - European Pale 3.304450
## 1704 Low Alcohol Beer 4.000000
## 3191.1 Winter Warmer 3.829268
## 1445.1 Lager - Munich Dunkel 3.325581
## 2263.1 Red Ale - Irish 3.865691
## 1269 Lager - Helles 4.016667
## 407 Braggot 3.628205
## 2342 Scotch Ale / Wee Heavy 3.806011
## 2041 Porter - Baltic 4.028986
## 1471.1 Lager - Märzen / Oktoberfest 3.658824
## 2138 Porter - Smoked 4.133333
## 2848.1 Strong Ale - Belgian Pale 4.026961
## 2998.1 Wheat Beer - Dunkelweizen 3.586420
## 2877 Strong Ale - English 3.744898
## 73 Barleywine - American 4.026087
## 726 Fruit and Field Beer 3.607843
## 613 Dubbel 4.000000
## 1899 Pilsner - Bohemian / Czech 3.785714
## 899.1 IPA - English 3.693182
## 1484 Lager - Märzen / Oktoberfest 3.826923
## 3051 Wheat Beer - Hefeweizen 3.701852
## 2837 Strong Ale - Belgian Pale 4.166038
## 5 Altbier 3.973958
## 470 Brown Ale - Belgian Dark 3.800000
## 1275 Lager - Helles 3.833333
## 295.1 Bock - Eisbock 3.954545
## 1759.1 Mild Ale - English Pale 3.583333
## 2960 Wheat Beer - American Pale 3.428826
## 1712.1 Low Alcohol Beer 3.500000
## 428 Brown Ale - American 4.000839
## 160 Bitter - English 3.710145
## 694 Farmhouse Ale - Saison 4.195652
## 2526 Stout - American 4.196341
## 2596 Stout - Foreign / Export 3.500000
## 733.1 Fruit and Field Beer 3.013514
## 2797 Strong Ale - Belgian Dark 3.950000
## 1501 Lager - Rauchbier 3.791667
## 2228 Red Ale - American Amber / Red 4.027523
## 712.1 Fruit and Field Beer 3.413669
## 1888 Pale Ale - English 3.513793
## 396.3 Bock - Weizenbock 3.642857
## 1425 Lager - Munich Dunkel 3.928571
## 1873 Pale Ale - English 3.658635
## 3109 Wheat Beer - Witbier 3.786976
## 1875.1 Pale Ale - English 3.666667
## 2004.1 Porter - American 4.008287
## 319.1 Bock - Maibock 3.911429
## 664 Farmhouse Ale - Sahti 3.500000
## 1834 Pale Ale - Belgian 4.017857
## 3011.1 Wheat Beer - Dunkelweizen 3.700000
## 1169 Lager - European Dark 3.190000
## 2606.2 Stout - Foreign / Export 4.000000
## 267 Bock - Doppelbock 3.752809
## 3160 Winter Warmer 4.093520
## 892 IPA - English 3.903308
## 1761.1 Mild Ale - English Pale 3.000000
## 3048.1 Wheat Beer - Hefeweizen 3.946429
## 1451.3 Lager - Munich Dunkel 3.904762
## 880 IPA - Black / Cascadian Dark Ale 3.735294
## 2401.1 Scottish Ale 3.875000
## 1964 Pilsner - Imperial 4.123209
## 2977.1 Wheat Beer - American Pale 3.458333
## 1609.1 Lambic - Fruit 4.293173
## 1371 Lager - Light 2.604938
## 2194.1 Quadrupel (Quad) 3.953947
## 1075 Lager - American Amber / Red 3.609195
## 2317 Rye Beer 4.295609
## 2262 Red Ale - Irish 3.851661
## 346.1 Bock - Traditional 4.000000
## 1277.1 Lager - Helles 3.625806
## 3044 Wheat Beer - Hefeweizen 3.888889
## 1490 Lager - Märzen / Oktoberfest 3.632812
## 2729 Stout - Sweet / Milk 3.917742
## 169 Bitter - English 3.866667
## 726.1 Fruit and Field Beer 3.607843
## 2382 Scottish Ale 3.908714
## 2454.1 Sour - Flanders Oud Bruin 3.944444
## 2321 Rye Beer 3.761667
## 1368 Lager - Light 2.379147
## 2871.1 Strong Ale - English 3.932584
## 2728.1 Stout - Sweet / Milk 4.053672
## 1662 Lambic - Traditional 4.068182
## 1421.1 Lager - Munich Dunkel 4.000000
## 142.1 Bitter - English 3.551724
## 2705 Stout - Russian Imperial 3.500000
## 1485 Lager - Märzen / Oktoberfest 4.060440
## 1734 Mild Ale - English Dark 3.500000
## 1052.1 Lager - Adjunct 3.026119
## 609.1 Dubbel 3.793750
## 3179.1 Winter Warmer 3.760000
## 2353 Scotch Ale / Wee Heavy 3.964912
## 3066.2 Wheat Beer - Kristallweizen 3.705882
## 2962 Wheat Beer - American Pale 3.554152
## 1771 Old Ale 4.118384
## 1845.1 Pale Ale - Belgian 3.627778
## 1943.1 Pilsner - German 3.958333
## review_taste review_palate review_overall
## 1161 3.085526 2.993421 3.118421
## 387 4.076923 3.923077 4.000000
## 1080 3.236111 3.143519 3.384259
## 567 2.992908 3.159574 3.170213
## 1036 3.434783 3.500000 3.434783
## 2594 3.884615 3.884615 4.076923
## 1412 1.438776 1.693878 1.612245
## 2021 4.309524 4.126190 4.202381
## 2390 4.046512 3.941860 3.848837
## 1700 3.000000 3.166667 2.958333
## 2511 4.128924 4.068386 4.093049
## 2462 4.166667 4.000000 4.083333
## 232 3.750000 3.666667 3.833333
## 2566 4.214286 4.142857 4.142857
## 270 3.553254 3.491124 3.624260
## 847 3.520833 3.614583 3.916667
## 2562 4.093750 4.031250 4.156250
## 504 3.562500 3.468750 3.843750
## 1919 3.472222 3.342593 3.657407
## 2114 4.350000 4.300000 4.400000
## 31 3.666667 3.833333 4.000000
## 886 3.807018 3.701754 3.921053
## 3127 3.579327 3.509615 3.829327
## 2804 4.124236 4.061100 4.085540
## 523 3.500000 3.750000 3.750000
## 1002 3.771186 3.889831 3.983051
## 3054 4.000000 3.500000 4.000000
## 1124 3.580000 3.440000 3.580000
## 1019 2.187500 2.300639 2.608120
## 2137 4.173913 4.021739 4.217391
## 3020 3.341142 3.439971 3.622255
## 641 4.037634 4.005376 4.139785
## 1505 4.071429 3.857143 4.107143
## 1719 3.500000 3.283784 3.648649
## 2224 3.431111 3.443333 3.564444
## 3137 4.458087 4.330579 4.394923
## 2809 3.783465 3.846457 3.728346
## 343 3.847222 3.819444 3.875000
## 2803 3.775362 3.751812 3.576087
## 1483 3.557018 3.535088 3.701754
## 1578 3.000000 3.111111 3.166667
## 2060 3.843750 3.687500 3.895833
## 331 4.113636 3.977273 4.221591
## 2165 3.977273 3.965909 3.886364
## 703 4.434019 4.227603 4.236683
## 1774 4.212454 3.996337 4.038462
## 1108 3.430769 3.507692 3.723077
## 402 3.500000 3.500000 3.833333
## 2747 4.467606 4.246479 4.066197
## 2387 3.462121 3.333333 3.575758
## 2387.1 3.462121 3.333333 3.575758
## 2673 3.826154 3.815385 3.824615
## 2115 4.272727 4.045455 4.272727
## 1143 4.222222 4.166667 4.333333
## 604 3.611111 3.634921 3.619048
## 2557 3.816327 3.673469 4.000000
## 1816 3.576377 3.574600 3.770870
## 579 2.838710 2.766129 3.072581
## 1881 3.543333 3.580000 3.563333
## 1783 3.570909 3.340000 3.274545
## 716 3.615957 3.594681 3.306383
## 2910 3.790816 3.918367 3.836735
## 755 3.500000 3.666667 3.833333
## 2344 4.243925 4.050467 4.140187
## 2343 4.256983 4.181564 4.094972
## 633 4.064327 4.040936 4.122807
## 280 2.926136 2.875000 3.153409
## 3043 3.716495 3.608247 3.835052
## 743 3.675000 3.350000 3.575000
## 507 3.451613 3.451613 3.572581
## 751 3.700000 3.500000 3.350000
## 1402 2.209677 2.548387 2.306452
## 855 3.672727 3.681818 3.727273
## 281 3.447368 3.388158 3.157895
## 2492 4.320416 4.350492 4.165414
## 1541 3.531915 3.574468 3.531915
## 946 4.148844 4.078998 4.019750
## 2304 4.666667 4.666667 4.666667
## 212 3.555970 3.611940 3.876866
## 1161.1 3.085526 2.993421 3.118421
## 333 3.765306 3.734694 3.785714
## 1414 1.928571 2.357143 1.821429
## 372 3.772727 3.659091 3.636364
## 2574 4.000000 3.000000 4.000000
## 2671 3.972222 4.180556 4.083333
## 2497 4.211664 4.138458 4.091150
## 1180 3.675000 3.700000 3.800000
## 2364 4.032967 3.807692 3.994505
## 3133 3.792969 3.695312 3.914062
## 1976 3.833333 4.166667 4.000000
## 1306 3.517857 3.464286 3.803571
## 1533 3.762821 3.602564 3.884615
## 1657 3.846154 3.769231 3.653846
## 2669 3.669767 3.601163 3.732558
## 2643 3.745763 3.754237 3.788136
## 2275 3.342105 3.377193 3.491228
## 1563 3.532258 3.491935 3.629032
## 724 3.179204 3.181416 3.280973
## 1038 2.792169 2.765060 3.192771
## 2171 4.078947 3.921053 4.026316
## 1722 3.232955 3.164773 3.465909
## 2497.1 4.211664 4.138458 4.091150
## 949 3.638528 3.807359 3.515873
## 1243 3.040000 3.420000 3.360000
## 3141 4.195431 4.005076 4.192893
## 532 3.500000 4.000000 3.500000
## 956 4.351331 4.183432 4.161612
## 3069 3.241935 3.274194 3.322581
## 843 3.555556 3.666667 3.666667
## 2192 3.729682 3.697880 3.643110
## 3045 4.143750 3.975000 4.262500
## 157 3.858974 3.653846 3.846154
## 1864 3.731796 3.625000 3.922330
## 3021 3.803571 3.744643 4.004464
## 1281 3.513158 3.478070 3.706140
## 2886 3.333333 3.222222 3.083333
## 1377 3.143836 3.095890 3.520548
## 9 3.989130 4.119565 4.184783
## 755.1 3.500000 3.666667 3.833333
## 2496 4.697017 4.579278 4.591052
## 976 3.600000 3.100000 3.500000
## 1076 3.318966 3.387931 3.612069
## 2577 2.954545 2.897727 3.147727
## 2300 3.808824 3.676471 3.911765
## 3018 4.058300 3.965587 4.194737
## 1900 3.398734 3.392405 3.586498
## 1359 2.427861 2.475124 2.893035
## 1812 3.947967 3.836585 4.186179
## 2891 3.742424 3.681818 3.848485
## 2273 3.153571 3.275000 3.339286
## 2940 3.142857 3.357143 3.142857
## 2459 4.150000 3.900000 4.075000
## 1515 3.500000 3.750000 3.500000
## 2631 3.898148 3.787037 3.953704
## 1745 3.240741 3.166667 3.407407
## 2250 3.795455 3.856061 3.712121
## 2720 3.850000 3.760000 3.910000
## 1777 3.769231 3.709135 3.788462
## 2184 4.206208 4.088692 4.069845
## 1800 4.328870 4.139778 4.330176
## 990 3.638350 3.703883 3.881068
## 1050 3.400602 3.265060 3.743976
## 722 4.125000 4.000000 4.125000
## 31.1 3.666667 3.833333 4.000000
## 2237 3.952790 3.869099 3.950644
## 858 4.000000 4.000000 3.750000
## 2971 3.987654 3.987654 4.033951
## 1382 2.780000 2.810000 3.230000
## 530 3.083333 3.250000 3.250000
## 2942 3.294118 3.294118 3.382353
## 1449 3.684211 3.552632 3.605263
## 1741 3.750000 3.750000 3.875000
## 394 3.935484 3.758065 3.822581
## 1761 3.000000 2.333333 3.000000
## 1342 3.583333 3.583333 3.666667
## 473 3.666667 3.388889 3.777778
## 1314 3.321429 3.276786 3.500000
## 985 3.539568 3.521583 3.857314
## 2885 3.952381 3.857143 3.833333
## 1301 2.800000 2.900000 2.940000
## 1625 3.535000 3.550000 3.585000
## 1193 2.924745 2.979592 3.191327
## 2723 4.172956 4.003145 4.116352
## 2572 3.076923 3.153846 3.076923
## 665 4.000000 4.000000 4.000000
## 3111 3.603571 3.610714 3.825000
## 1126 3.470588 3.447059 3.741176
## 2047 4.130827 4.045865 4.052632
## 1412.1 1.438776 1.693878 1.612245
## 2777 4.364190 4.244715 4.232543
## 999 3.842105 3.921053 4.122807
## 2959 3.508163 3.595918 3.761224
## 2195 4.063830 3.861702 3.936170
## 753 4.000000 4.000000 4.166667
## 2756 3.626147 3.605505 3.621560
## 2042 4.340909 4.204545 4.181818
## 2022 4.226003 4.117801 4.164921
## 2808 4.281155 4.170213 4.144377
## 3008 3.818182 3.636364 3.750000
## 1231 3.400000 3.260000 3.400000
## 2855 4.000000 4.125000 4.125000
## 2589 3.411058 3.406250 3.338942
## 925 4.325988 4.181763 4.145745
## 65 4.469697 4.333333 4.287879
## 1481 3.624424 3.631336 3.794931
## 2662 4.255128 4.154487 4.188462
## 1785 4.053571 3.964286 4.000000
## 1489 3.648148 3.740741 3.768519
## 47 4.235870 4.141304 4.083696
## 295 4.181818 4.204545 4.136364
## 261 3.657104 3.598361 3.580601
## 3191 3.951220 3.896341 3.841463
## 2108 3.883562 3.804795 4.071918
## 1560 3.511050 3.455801 3.588398
## 2131 3.833333 3.791667 3.781250
## 535 4.125000 4.125000 4.000000
## 2876 3.791667 3.694444 3.740741
## 1434 3.968750 3.953125 4.062500
## 2880 3.911765 3.735294 3.852941
## 2508 4.232970 4.169619 4.051090
## 252 3.979951 3.892799 3.888707
## 1494 4.277778 4.166667 4.222222
## 63 4.004673 3.929907 3.847352
## 2005 3.068075 3.132629 2.984742
## 2409 3.964286 3.818878 3.841837
## 152 3.650000 3.850000 3.800000
## 599 4.112813 4.022284 4.105850
## 1213 3.117284 3.253086 3.444444
## 360 3.746753 3.805195 3.824675
## 2646 3.686916 3.630841 3.705607
## 78 4.505208 4.292969 4.375000
## 89 4.500000 4.230000 4.450000
## 2694 4.220883 4.165304 4.032284
## 1737 3.272727 3.227273 3.590909
## 833 4.031250 4.093750 3.968750
## 594 3.767782 3.743375 3.826360
## 638 3.839286 3.857143 4.026786
## 1828 3.894879 3.792453 3.920485
## 2785 3.960294 3.880147 3.866912
## 1460 2.953947 3.025000 3.194737
## 2197 3.621514 3.663347 3.525896
## 807 4.134050 4.018638 4.146237
## 1883 3.655844 3.616883 3.831169
## 1367 3.583333 3.527778 3.777778
## 1451 3.738095 3.678571 3.833333
## 3128 2.034483 2.362069 2.379310
## 1607 4.628205 4.493590 4.628205
## 817 4.180267 4.014837 4.207715
## 389 3.815789 3.684211 3.684211
## 1471 3.547059 3.507843 3.694118
## 2361 4.119718 4.077465 4.161972
## 2492.1 4.320416 4.350492 4.165414
## 3052 3.932127 3.830317 4.047511
## 400 4.500000 4.000000 4.500000
## 1229 3.383838 3.368687 3.368687
## 2776 4.370582 4.242658 4.248631
## 2522 3.875000 4.375000 4.125000
## 557 1.318182 1.409091 1.136364
## 2685 3.875000 3.895833 4.020833
## 2367 3.688679 3.594340 3.584906
## 1699 2.285714 2.071429 1.857143
## 1468 3.553427 3.527218 3.639113
## 946.1 4.148844 4.078998 4.019750
## 2416 3.900000 3.800000 3.800000
## 704 3.101669 3.106980 3.266313
## 675 3.772085 3.734982 3.736749
## 2572.1 3.076923 3.153846 3.076923
## 1284 3.403846 3.576923 3.653846
## 1806 4.345133 4.181416 4.433628
## 412 4.076923 3.961538 3.576923
## 2104 4.197635 4.064752 4.108671
## 3052.1 3.932127 3.830317 4.047511
## 262 4.127358 4.051887 4.144654
## 2719 4.114035 3.885965 4.070175
## 498 3.679012 3.524691 3.790123
## 2871 3.983146 3.848315 3.882022
## 1222 2.760000 2.840000 2.986667
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## 1168 3.861111 3.680556 3.875000
## 1598 4.462451 4.300395 4.320158
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## 2727 3.945797 3.805577 3.936371
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## 3032 2.995169 3.144928 3.248792
## 2067 3.877143 3.731429 3.951429
## 390 3.615385 3.346154 3.769231
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## 36 3.333333 3.515152 3.287879
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## 283 3.938679 3.886792 3.966981
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## 1432 3.862319 3.753623 4.050725
## 1097 2.922465 2.959245 3.172962
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## 3071 3.793103 3.741379 4.000000
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## 943 4.352050 4.208556 4.350267
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## 2481 3.500000 3.500000 3.500000
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## 2782 3.824273 3.731353 3.735777
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## 2217 4.240000 4.106667 4.233333
## 1706 4.000000 3.500000 4.250000
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## 200 3.415929 3.473451 3.632743
## 2500 4.375000 4.500000 4.375000
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## 558 3.750000 3.437500 3.062500
## 1773 4.666667 4.475000 4.550000
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## 1576 3.333333 3.583333 3.500000
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## 1346 2.337691 2.319172 2.704793
## 365 3.838710 3.709677 3.806452
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## 496 3.554688 3.488281 3.628906
## 476 4.097403 3.995034 4.152788
## 833.1 4.031250 4.093750 3.968750
## 2624 3.525485 3.384709 3.598301
## 672 4.106183 4.108871 4.161290
## 2659 4.501199 4.387890 4.354516
## 431 4.184480 4.099561 4.285505
## 670 4.182067 4.128818 4.230619
## 1817 3.512727 3.558182 3.723636
## 3101 3.892879 3.800365 4.080037
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## 1682 3.750000 3.500000 3.250000
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## 512 3.656522 3.530435 3.691304
## 987 3.621479 3.697183 3.938380
## 2687 3.731429 3.680000 3.902857
## 2532 3.969697 3.779614 4.009642
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## 126 3.989051 3.948905 4.047445
## 1948 3.767442 3.765116 3.904651
## 2763 4.363636 4.000000 4.181818
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## 1154 2.948661 2.962054 3.026786
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## 1783.1 3.570909 3.340000 3.274545
## 2978 3.250000 3.250000 4.000000
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## 856 4.056604 4.018868 3.924528
## 1208 3.268750 3.275000 3.450000
## 1536 3.947761 3.768657 3.955224
## 891 4.090472 3.978826 4.095765
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## 2768 3.724299 3.733645 3.621495
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## 2156 3.862245 3.744898 3.869898
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## 2989 3.735669 3.671975 3.843949
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## 282 3.500000 3.500000 3.500000
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## 2326 3.725806 3.750000 3.766129
## 708 3.805104 3.658933 3.629930
## 405 3.882353 3.882353 3.705882
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## 2798 3.986441 3.883051 3.828814
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## 125 3.833333 3.771739 3.750000
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## 1308 2.671801 2.758294 2.985782
## 780 3.707355 3.726135 3.783255
## 3066 3.426471 3.470588 3.676471
## 3091 3.977273 3.909091 3.863636
## 536 3.796998 3.740916 3.695103
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## 3068 3.525000 3.550000 3.725000
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## 1099 2.973684 3.000000 3.263158
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## 2451 3.958333 3.770833 4.020833
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## 327 3.818750 3.862500 3.887500
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## 20 3.937500 3.737500 4.075000
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## 3093 3.650000 3.700000 3.650000
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## 2105 3.500000 3.500000 3.500000
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## 771 3.100000 3.000000 3.600000
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## 3046 3.578035 3.468208 3.710983
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## 354 4.027778 3.944444 4.074074
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## 1609 4.184739 4.104418 4.122490
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## 1137 3.794118 3.617647 3.852941
## 1310 2.893333 2.900000 3.226667
## 2785.1 3.960294 3.880147 3.866912
## 2635 3.548077 3.437500 3.668269
## 396.2 3.785714 3.607143 3.750000
## 1055 3.757812 3.656250 3.960938
## 780.1 3.707355 3.726135 3.783255
## 3057 3.854037 3.819876 4.021739
## 525 3.380952 3.523810 3.619048
## 2895.1 4.104426 4.058783 4.052559
## 1657.1 3.846154 3.769231 3.653846
## 1743 3.833333 3.777778 3.888889
## 2867 3.883399 3.766798 3.865613
## 1364 2.224138 2.281609 2.660920
## 197 3.404167 3.458333 3.575000
## 2 4.024948 3.904366 4.034304
## 3025 4.000000 4.166667 4.000000
## 2027 4.110000 4.042500 4.062500
## 750 3.500000 3.500000 3.500000
## 1219 2.949153 2.898305 3.177966
## 140.1 3.688462 3.526923 3.719231
## 459 3.555556 3.500000 3.650794
## 2655 3.283019 3.028302 3.349057
## 1975 4.000000 3.928571 3.857143
## 1887 3.229630 3.288889 3.377778
## 1789 3.972222 3.881944 3.972222
## 1442 4.250000 4.218750 4.218750
## 564 3.259701 3.561194 3.528358
## 251 3.971614 3.871452 3.894566
## 1600.1 4.115385 4.115385 4.000000
## 1142 3.450000 3.150000 3.500000
## 718 3.301310 3.266376 3.447598
## 327.1 3.818750 3.862500 3.887500
## 87 4.343220 4.169492 4.152542
## 402.1 3.500000 3.500000 3.833333
## 920.1 3.944444 3.833333 4.000000
## 2597 4.187500 4.000000 4.187500
## 2721 3.744745 3.678679 3.780781
## 1660 4.226287 4.123306 4.093496
## 3132 3.606884 3.652174 3.742754
## 2753 4.333333 4.416667 4.333333
## 2384 3.654762 3.607143 3.773810
## 2151 3.711644 3.727397 3.743151
## 1125.1 2.781250 2.917969 2.894531
## 1924 4.124799 4.011809 4.242083
## 3168 3.519309 3.534553 3.540650
## 1303 4.321429 4.107143 4.357143
## 2712.1 4.149584 4.096953 4.109418
## 3144 4.526012 4.361272 4.453757
## 2515 4.159091 3.951299 4.016234
## 2683.1 4.500000 4.000000 4.333333
## 2687.1 3.731429 3.680000 3.902857
## 1012 4.250000 4.166667 4.250000
## 750.1 3.500000 3.500000 3.500000
## 2401 3.125000 3.125000 3.375000
## 473.1 3.666667 3.388889 3.777778
## 314 3.349673 3.467320 3.405229
## 1300 3.578125 3.567708 3.781250
## 2199 4.071429 4.005102 3.954082
## 1261.1 2.625000 2.900000 2.750000
## 1595 4.253745 4.084270 3.996255
## 1700.2 3.000000 3.166667 2.958333
## 1766 4.289668 4.160517 4.048585
## 2724 4.149644 4.080760 4.070071
## 3182 4.071429 3.821429 4.142857
## 2445 4.153295 4.091691 4.111748
## 1546 4.005495 3.901099 4.071429
## 450 3.880000 3.777143 3.828571
## 1277 3.764516 3.770968 3.967742
## 2323.1 3.836898 3.818182 3.895722
## 1284.1 3.403846 3.576923 3.653846
## 1992 2.946667 3.020000 2.954667
## 917 3.241379 3.250000 3.431034
## 1673 3.857143 3.892857 3.892857
## 1871 3.379261 3.532670 3.757102
## 3041 3.890351 3.789474 3.947368
## 769 2.000000 2.375000 2.375000
## 426 3.952670 3.823422 4.003034
## 3147 3.942922 3.757991 3.785388
## 2869.1 3.708333 3.833333 3.750000
## 399 3.459459 3.472973 3.432432
## 683 4.254144 4.145028 4.147790
## 410 3.607143 3.714286 3.821429
## 1035 2.339879 2.409366 2.551360
## 619 4.000000 4.000000 3.750000
## 733 2.939940 2.953453 2.980480
## 839.1 4.051412 3.964972 3.970621
## 1389.1 2.216981 2.342767 2.487421
## 1813 3.887640 3.785112 4.129213
## 1697 2.306452 2.467742 2.629032
## 607 4.034810 3.971519 4.034810
## 2270 3.704082 3.785714 3.775510
## 1931 3.000000 2.961538 2.961538
## 1880 3.802632 3.776316 3.872807
## 2758 3.975452 3.432817 3.571059
## 2195.1 4.063830 3.861702 3.936170
## 12.1 4.000000 3.833333 4.000000
## 211 4.195652 4.130435 4.347826
## 2626 3.760417 3.621528 3.809028
## 1388 2.475490 2.622549 2.610294
## 1602.1 4.216216 4.027027 4.123874
## 1721.1 3.652439 3.451220 3.762195
## 2289 3.541667 3.416667 3.395833
## 2825 4.045994 3.982196 4.034125
## 3174 3.787500 3.631250 3.789583
## 316 3.894558 3.911565 4.034014
## 1997 4.397959 4.255102 4.367347
## 548 4.000000 4.000000 4.000000
## 2865 3.689453 3.582031 3.619141
## 1913 3.888889 3.972222 3.944444
## 1464 3.750000 3.750000 4.250000
## 1145 2.468750 2.531250 2.531250
## 1931.1 3.000000 2.961538 2.961538
## 1650 3.617816 3.635057 3.649425
## 1733 4.250000 4.050000 4.350000
## 1042 1.500000 2.250000 2.000000
## 1223 2.782609 2.913043 2.978261
## 591.1 4.018750 3.933594 3.989063
## 895 3.166667 2.750000 3.166667
## 1058.2 3.080128 3.048077 3.519231
## 2407 3.833333 3.833333 4.083333
## 2230 4.068182 3.882576 4.140152
## 2622 4.095012 3.984561 4.133017
## 1801.2 4.500000 4.000000 4.500000
## 3030 3.750000 3.750000 3.750000
## 1845 3.538889 3.605556 3.650000
## 1177 3.636364 3.613636 3.818182
## 324 3.764706 3.813725 3.872549
## 351 4.090278 4.020833 3.986111
## 666 4.000000 4.000000 4.000000
## 2861.1 3.789773 3.751894 3.820076
## 867 3.665138 3.642202 3.699541
## 911 3.333333 3.333333 3.333333
## 3089.1 4.139423 4.014423 3.995192
## 1273.1 3.407754 3.391711 3.616310
## 1042.1 1.500000 2.250000 2.000000
## 310 3.404255 3.384752 3.517730
## 1125.2 2.781250 2.917969 2.894531
## 2543 4.236111 3.944444 4.180556
## 2840 4.181319 4.102564 4.095238
## 2136 3.857143 3.607143 3.785714
## 1325 3.500000 3.333333 4.166667
## 3052.3 3.932127 3.830317 4.047511
## 236 3.578947 3.631579 3.552632
## 2129 4.085938 3.937500 4.000000
## 3012 3.500000 3.625000 3.708333
## 2666 3.937611 3.852941 4.000000
## 840.1 4.101920 3.996307 4.079025
## 273 3.906250 3.898438 3.895833
## 2862.1 4.016438 3.943836 3.982192
## 3164.1 3.013866 3.084013 3.020392
## 602 3.643979 3.587696 3.658377
## 3159.1 3.937139 3.850434 3.876445
## 1686 2.462963 2.512346 2.555556
## 1967 3.508929 3.607143 3.464286
## 1409 1.772727 2.193182 2.000000
## 2815 4.078767 3.996575 4.010274
## 2523 4.413399 4.343137 4.184641
## 2897 4.301541 4.223988 4.230732
## 1055.1 3.757812 3.656250 3.960938
## 1378.1 3.035211 3.063380 3.401408
## 1607.3 4.628205 4.493590 4.628205
## 2470 4.214674 4.070652 4.176630
## 320 3.715596 3.788991 3.857798
## 1951.1 3.829861 3.812500 4.090278
## 2213.1 4.226415 4.067925 4.243396
## 2852 4.344406 4.239510 4.209790
## 1716 3.846021 3.813149 3.958478
## 1092 3.625000 3.571429 3.660714
## 783 3.355769 3.471154 3.365385
## 274 3.709402 3.666667 3.713675
## 2405.1 3.961538 3.862179 3.916667
## 460 3.166667 3.500000 3.222222
## 528.1 3.625000 3.916667 3.750000
## 106 3.691126 3.673208 3.832765
## 2778.1 4.264113 4.083813 4.113191
## 2928 4.339286 4.267857 4.339286
## 86 3.885204 3.870536 3.713010
## 156 3.879310 3.879310 4.077586
## 2615 4.000000 3.750000 4.000000
## 2737 4.250000 4.000000 4.125000
## 2304.1 4.666667 4.666667 4.666667
## 2388 3.943478 3.834783 3.904348
## 2923 4.122172 4.058824 4.124434
## 2410 4.138554 3.945783 3.873494
## 1192 3.007126 3.053444 3.200713
## 2594.1 3.884615 3.884615 4.076923
## 641.2 4.037634 4.005376 4.139785
## 341 3.749014 3.655819 3.641519
## 2866 3.393023 3.453488 3.355814
## 907 3.410326 3.461957 3.472826
## 650.1 3.515152 3.651515 3.757576
## 1687.2 1.837838 1.743243 1.945946
## 1408 1.355769 1.682692 1.471154
## 425 3.705570 3.605438 3.807692
## 310.1 3.404255 3.384752 3.517730
## 2434 4.104680 4.013547 4.176108
## 2689.1 3.867188 3.734375 3.843750
## 3141.1 4.195431 4.005076 4.192893
## 222 3.775449 3.772455 3.892216
## 2297 3.692308 3.692308 3.846154
## 12.2 4.000000 3.833333 4.000000
## 3187 3.756522 3.760870 3.769565
## 2518 4.160846 4.050551 3.952206
## 2355 3.619048 3.693122 3.502646
## 2571 4.214286 4.285714 4.119048
## 1274 4.034130 3.918089 4.119454
## 286.1 3.875000 3.833333 3.833333
## 2689.2 3.867188 3.734375 3.843750
## 368 3.523810 3.476190 3.523810
## 1027 2.614726 2.726027 2.880993
## 2269 3.511905 3.500000 3.684524
## 398 3.685714 3.728571 3.609524
## 131 3.914634 3.817073 3.975610
## 925.1 4.325988 4.181763 4.145745
## 1042.2 1.500000 2.250000 2.000000
## 1453 3.686741 3.624142 3.825409
## 1783.2 3.570909 3.340000 3.274545
## 221 3.726804 3.680412 3.812715
## 2838.1 3.880658 3.825103 3.804527
## 1555 3.660000 3.688889 3.806667
## 730 3.645570 3.487342 3.721519
## 1759 3.666667 3.500000 3.583333
## 300 3.500000 4.000000 4.000000
## 2203 4.244444 4.150000 4.227778
## 3136 4.473934 4.283768 4.296801
## 2037.1 3.966216 3.878378 3.898649
## 83 4.264706 4.058824 4.117647
## 2256 4.000000 4.000000 3.863636
## 1555.1 3.660000 3.688889 3.806667
## 1712 2.333333 3.000000 2.500000
## 425.1 3.705570 3.605438 3.807692
## 2804.3 4.124236 4.061100 4.085540
## 1395 2.181818 2.484848 2.272727
## 1893 3.717949 3.775641 3.878205
## 2689.3 3.867188 3.734375 3.843750
## 1907.1 4.412214 4.343511 4.534351
## 2283 3.441176 3.411765 3.411765
## 755.2 3.500000 3.666667 3.833333
## 523.1 3.500000 3.750000 3.750000
## 2532.2 3.969697 3.779614 4.009642
## 1008 3.875000 3.750000 4.000000
## 2403.1 3.650000 3.900000 4.000000
## 2225 3.556338 3.528169 3.683099
## 1985.1 3.980846 3.847167 4.048683
## 1207 2.558333 2.641667 2.866667
## 701 3.002237 3.097315 3.240492
## 780.2 3.707355 3.726135 3.783255
## 1825 3.340426 3.428191 3.510638
## 640 4.000000 4.000000 4.000000
## 465 3.573171 3.524390 3.573171
## 3155 3.971154 3.807692 3.937500
## 2979 4.246536 4.151848 4.319284
## 66 4.136905 3.952381 3.976190
## 1859 3.572178 3.601050 3.824147
## 1305.1 4.000000 3.750000 4.000000
## 3040.1 3.801887 3.773585 3.943396
## 1221 2.807143 2.964286 3.064286
## 2441 3.805556 3.666667 3.944444
## 2570 4.250000 3.750000 3.500000
## 3099 3.415888 3.364152 3.603471
## 1608.1 3.709677 3.670251 3.652330
## 2143.2 4.396552 4.396552 4.137931
## 1922 3.588235 3.735294 3.794118
## 1806.2 4.345133 4.181416 4.433628
## 251.1 3.971614 3.871452 3.894566
## 2922 4.242268 4.206186 4.213918
## 1798 4.492366 4.258270 4.512723
## 2302 4.050000 3.900000 3.950000
## 2105.1 3.500000 3.500000 3.500000
## 2773 4.038462 3.948718 3.756410
## 2019.1 3.651184 3.615665 3.685792
## 2398 3.750000 3.691176 3.970588
## 3103 3.998382 3.896440 4.085761
## 64 3.714968 3.789809 3.673567
## 2086 4.250000 4.125000 4.062500
## 369 4.036585 3.817073 3.926829
## 1017 2.420309 2.473100 2.883995
## 777 3.792394 3.723308 3.561410
## 1870 3.137931 3.166667 3.350575
## 1937 3.904088 3.841195 4.139937
## 2114.1 4.350000 4.300000 4.400000
## 248 3.705882 3.735294 3.764706
## 1969 4.026596 3.957447 3.936170
## 2749 4.309896 4.078125 4.033854
## 2132.1 4.100000 4.050000 4.050000
## 2670 4.108333 4.057407 4.102778
## 2261.1 3.545519 3.477952 3.748222
## 1763 4.307018 4.114035 4.052632
## 1982 4.193966 4.001437 4.267720
## 321 3.476744 3.406977 3.430233
## 2646.1 3.686916 3.630841 3.705607
## 1481.2 3.624424 3.631336 3.794931
## 968 2.900000 2.600000 2.433333
## 2288 3.500000 3.611111 3.500000
## 2144.1 3.500000 3.272727 3.590909
## 1861 3.875207 3.805785 3.946281
## 996 3.235000 3.255000 3.530000
## 1125.3 2.781250 2.917969 2.894531
## 359.1 3.602564 3.576923 3.660256
## 2511.1 4.128924 4.068386 4.093049
## 525.1 3.380952 3.523810 3.619048
## 208 3.159574 3.132979 3.398936
## 157.1 3.858974 3.653846 3.846154
## 573 2.823529 2.893382 2.974265
## 1829 3.806569 3.848540 3.833942
## 2535 4.290881 4.083333 4.227987
## 1823 4.032753 3.960082 4.073695
## 3062 3.686567 3.694030 3.932836
## 1961 3.875000 3.796053 3.986842
## 268 4.500000 4.666667 4.333333
## 676 3.790262 3.782772 3.868914
## 2080 3.774510 3.553922 3.848039
## 2081.1 4.107143 3.875000 4.000000
## 188.1 3.440000 3.450000 3.550000
## 498.1 3.679012 3.524691 3.790123
## 2143.3 4.396552 4.396552 4.137931
## 1875 3.669154 3.604478 3.788557
## 978 2.833333 2.833333 2.833333
## 2544 3.900000 3.500000 4.050000
## 1302 4.272727 4.068182 4.340909
## 2828 4.148770 4.016779 3.864653
## 1646 3.801370 3.866438 3.821918
## 413 4.000000 4.250000 4.250000
## 336 3.761905 3.880952 3.690476
## 1677 4.100000 4.000000 3.900000
## 823 4.158268 4.052756 4.142126
## 2865.1 3.689453 3.582031 3.619141
## 1727.1 3.309524 3.238095 3.452381
## 2420 3.857143 3.678571 3.797619
## 1975.1 4.000000 3.928571 3.857143
## 851 4.207317 4.073171 4.097561
## 746 3.625000 3.625000 3.687500
## 794 3.545455 3.522727 3.568182
## 3169 3.827869 3.814208 3.950820
## 3066.1 3.426471 3.470588 3.676471
## 2276 3.696262 3.738318 3.864486
## 43 4.144060 4.084191 3.963517
## 3130.1 4.070064 4.000000 4.031847
## 712 3.512590 3.435252 3.676259
## 1324 2.750000 3.250000 3.250000
## 1047 2.811765 2.850000 3.047059
## 264 3.678082 3.568493 3.643836
## 591.2 4.018750 3.933594 3.989063
## 1273.2 3.407754 3.391711 3.616310
## 3155.1 3.971154 3.807692 3.937500
## 2924.1 3.894866 3.788509 3.855746
## 2345 3.866616 3.785823 3.829268
## 2998 3.382716 3.351852 3.543210
## 2127 4.500000 4.000000 4.000000
## 1943 4.250000 4.145833 4.458333
## 1672.1 4.375000 3.875000 4.000000
## 3080 4.500000 4.000000 4.333333
## 341.1 3.749014 3.655819 3.641519
## 1607.4 4.628205 4.493590 4.628205
## 575 3.250000 3.343750 3.427083
## 202.1 3.806818 3.886364 4.147727
## 2866.1 3.393023 3.453488 3.355814
## 1527 3.550360 3.492806 3.636691
## 1988 3.775939 3.732111 3.819767
## 2552.1 3.797297 3.472973 3.810811
## 2356.2 4.367470 4.198795 4.168675
## 890 3.643764 3.622979 3.717667
## 2765.1 3.805556 3.796296 3.870370
## 819.1 4.303922 4.058824 4.259804
## 2126 4.100000 4.000000 4.300000
## 1905 3.784483 3.827586 3.862069
## 1246 3.000000 3.125000 3.025000
## 1190.1 3.152225 3.210773 3.359485
## 1704 2.500000 3.500000 3.000000
## 3191.1 3.951220 3.896341 3.841463
## 1445.1 3.151163 3.081395 3.290698
## 2263.1 3.904255 3.884309 4.038564
## 1269 3.950000 3.960000 4.093333
## 407 3.769231 3.589744 3.512821
## 2342 3.663934 3.516393 3.565574
## 2041 3.855072 3.775362 3.971014
## 1471.1 3.547059 3.507843 3.694118
## 2138 4.166667 3.933333 3.900000
## 2848.1 4.051471 3.985294 4.007353
## 2998.1 3.382716 3.351852 3.543210
## 2877 3.551020 3.530612 3.581633
## 73 3.884783 3.936957 3.821739
## 726 3.553922 3.553922 3.578431
## 613 3.759259 3.870370 3.851852
## 1899 3.571429 3.857143 3.571429
## 899.1 3.693182 3.738636 3.727273
## 1484 3.884615 3.750000 4.028846
## 3051 3.818519 3.722222 4.001852
## 2837 4.045283 3.981132 3.947170
## 5 3.765625 3.734375 3.817708
## 470 3.550000 3.500000 3.550000
## 1275 3.833333 3.916667 3.916667
## 295.1 4.181818 4.204545 4.136364
## 1759.1 3.666667 3.500000 3.583333
## 2960 3.487544 3.462633 3.647687
## 1712.1 2.333333 3.000000 2.500000
## 428 3.924497 3.873322 3.931208
## 160 3.789855 3.637681 4.014493
## 694 4.152174 4.101449 4.181159
## 2526 4.118699 4.003252 4.136992
## 2596 2.750000 2.750000 2.500000
## 733.1 2.939940 2.953453 2.980480
## 2797 4.160938 4.048438 3.973438
## 1501 3.666667 3.625000 3.875000
## 2228 3.799694 3.808869 3.844037
## 712.1 3.512590 3.435252 3.676259
## 1888 3.565517 3.520690 3.610345
## 396.3 3.785714 3.607143 3.750000
## 1425 3.851648 3.917582 4.027473
## 1873 3.783133 3.712851 3.973896
## 3109 4.111479 3.952539 4.069536
## 1875.1 3.669154 3.604478 3.788557
## 2004.1 3.933702 3.886740 3.991713
## 319.1 3.820000 3.828571 3.817143
## 664 2.500000 3.500000 3.500000
## 1834 3.978571 3.878571 4.092857
## 3011.1 3.175000 3.125000 3.225000
## 1169 2.810000 2.780000 2.860000
## 2606.2 3.750000 3.750000 3.678571
## 267 3.292135 3.373596 3.407303
## 3160 3.988954 3.939617 3.959499
## 892 3.738550 3.749364 3.868957
## 1761.1 3.000000 2.333333 3.000000
## 3048.1 3.660714 3.732143 3.714286
## 1451.3 3.738095 3.678571 3.833333
## 880 3.333333 3.352941 3.617647
## 2401.1 3.125000 3.125000 3.375000
## 1964 4.107450 3.998567 3.838825
## 2977.1 4.000000 3.458333 4.000000
## 1609.1 4.184739 4.104418 4.122490
## 1371 2.666667 2.623457 2.993827
## 2194.1 4.090461 4.046053 3.828947
## 1075 3.505747 3.500000 3.666667
## 2317 4.342394 4.225823 4.217459
## 2262 3.651775 3.635166 3.743414
## 346.1 4.065104 3.924479 4.091146
## 1277.1 3.764516 3.770968 3.967742
## 3044 4.500000 4.500000 4.388889
## 1490 3.460938 3.375000 3.617188
## 2729 3.969355 3.879032 4.011290
## 169 3.733333 3.650000 3.833333
## 726.1 3.553922 3.553922 3.578431
## 2382 3.894191 3.796680 3.985477
## 2454.1 3.777778 3.666667 4.000000
## 2321 3.823333 3.765000 3.948333
## 1368 2.004739 2.154028 2.601896
## 2871.1 3.983146 3.848315 3.882022
## 2728.1 3.955206 3.834544 3.985069
## 1662 4.295455 4.166667 4.234848
## 1421.1 2.500000 3.000000 2.500000
## 142.1 3.500000 3.379310 3.586207
## 2705 3.694444 3.666667 3.638889
## 1485 3.642857 3.714286 3.829670
## 1734 4.000000 4.500000 4.000000
## 1052.1 2.865672 2.925373 3.130597
## 609.1 3.675000 3.656250 3.593750
## 3179.1 3.602500 3.547500 3.650000
## 2353 4.061404 3.995614 3.969298
## 3066.2 3.426471 3.470588 3.676471
## 2962 3.516245 3.552347 3.772563
## 1771 4.363510 4.207521 4.087744
## 1845.1 3.538889 3.605556 3.650000
## 1943.1 4.250000 4.145833 4.458333
##
## [[3]]
## Name
## 1659 Chapeau Gueuze Lambic
## 59 Sisyphus
## 1535 BREWtality - Espresso Black Bier
## 1598 Lou Pepe - Kriek
## 2662 Shakespeare Oatmeal Stout
## 1566 Pietra (Amber)
## 2019 Baltika #6 Porter
## 1445 León
## 2992 Hofbrau Hefe Weisse Dunkel
## 2156 Night Owl Pumpkin Ale
## 2191 Judgment Day
## 2584 Fade To Black - Volume 1
## 2016 Coco Loco
## 2597 Export Stout London 1890
## 2868 Insanely Bad Elf Imperial Red Ale
## 1129 Yebisu (Premium)
## 1379 Red Stripe Light
## 1960 Wolters Pilsener
## 428 Wilco Tango Foxtrot
## 2329 Westside Rye
## 418 Spring Braggot
## 658 Sah'tea
## 845 Hugh Malone
## 2838 Reinaert Flemish Wild AleDe Proefbrouwerij (bvba Andelot)
## 1313 Sapporo Draft Beer
## 2461 Oud Bruin
## 2085 Birth Of Tragedy
## 265 St. Victorious
## 2327 Daymark
## 2738 72 Imperial Chocolate Cream Stout
## 1543 Monteith's Black
## 3024 HefeWeizen
## 116 ESB
## 1093 Muddy Creek Lager
## 2090 Alberta Clipper
## 7 Okto Festival Ale
## 1750 Owl's Head Light Ale
## 425 Moose Drool Brown Ale
## 2720 Wake Up Dead
## 2641 O'Reilly's Irish Stout
## 1002 Endless River
## 190 Tire Bite Golden Ale
## 2333 Rye IPA
## 1100 Totally Naked
## 2673 One Oatmeal Stout
## 2174 Mother Pumpkin Ale
## 1402 Old Monk 10000
## 919 St-Ambroise India Pale Ale
## 2925 Kasteel Tripel
## 3038 Kapuziner Weissbier
## 2006 (512) Pecan Porter(512) Brewing Company
## 918 Flagship IPA
## 1744 Ossian
## 2346 Wee Heavy
## 1808 Red Chair NWPA
## 3072 Sunthief Kristallweizen
## 1425 Dark Cloud
## 549 Chili Pepper Ale
## 40 Olde School Barleywine
## 1335 Moosbacher Kellerbier
## 1512 Weiherer Rauch
## 66 Old Ruffian - Barrel-Aged
## 2522 Speedway Stout - Vietnamese Coffee
## 2353 Smuttynose Scotch Style Ale (Big Beer Series)
## 1675 Boon Lambiek
## 1991 Pipeline Porter
## 508 Heritage Coffee Brown Ale
## 2893 Golden Monkey
## 620 St Martin Brune
## 2123 Benji's Chipotle Smoked Imperial Porter
## 284 St. Nikolaus Bock Bier - Brewer's Reserve
## 2621 O'Hara's Irish Stout
## 537 Chipotle Ale
## 2569 London Stout
## 1493 Aecht Schlenkerla Rauchbier Urbock
## 2995 Leavenworth Boulder Bend Dunkelweizen
## 1188 Grolsch Premium Lager
## 2852 Southampton Grand Cru
## 1112 Kenzinger
## 2667 Java Head Stout
## 1835 Dorée
## 468 Proletary Ale
## 1886 Unfiltered Double Barrel Ale
## 1850 It's Alright!
## 1752 Next Door AleRohrbach Brewing Company (Brewpub)
## 2239 Samuel Adams Mighty Oak AleBoston Beer Company (Samuel Adams)
## 3012 Dunkler Hirsch Allgäuer Weizen
## 167 Pitchfork Rebellious Bitter
## 1746 Mild Ale
## 3196 Fish Tale Winterfish
## 293 Ramstein Winter Wheat Eisbock
## 2027 Porter
## 688 Helios (V Saison)
## 106 Sawtooth
## 2189 Quad
## 3095 Old Sol Wheatwine Ale
## 2786 Collaboration Not Litigation Ale
## 2106 People's Porter - Barrel-Aged
## 3144 Cable Car
## 924 India Pale Ale
## 220 Devotion
## 1222 Casablanca Beer
## 610 Benediction
## 1977 Whistler Imperial Pils
## 31 Little Red Cap
## 1719 Motor City Brewing Ghettoblaster
## 1961 Kulmbacher Edelherb Premium Pils
## 2038 Bourbon Barrel Aged Shaman's Porter
## 2105 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 788 El Mole Ocho
## 2990 Kapuziner Schwarz-Weizen
## 1677 Jonge Lambiek
## 2836 Hades Ale
## 1445.1 León
## 1092 Dundee Irish Red Lager
## 2053 Old-Style Porter
## 2441 Berliner Weisse
## 242 De Koninck Blond
## 2828 Stille Nacht
## 1362 Budweiser Select 55
## 2890 Centurion's Ghost Ale
## 483 Downtown Brown
## 2323 RastafaRye Ale
## 262 Autumnal Fire
## 1404 Region Riot
## 517 Dorothy's New World Lager
## 792 Mexican Chocolate Stout
## 2105.1 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 95 Criminally Bad Elf Barleywine-Style Ale
## 3195 Red Nose Winter Ale
## 1168 Žatec Dark Lager
## 1123 33 ExportVBL Tien Giang Limited (Fosters)
## 2715 Imperial Stout
## 891 Brutal
## 105 Hobgoblin Ruby
## 1924 Prima Pils
## 2834 Hitachino Nest Red Rice Ale
## 1577 Vienna Red Lager
## 2313 Roggen
## 2333.1 Rye IPA
## 2767 He'Brew Origin Pomegranate Ale
## 2156.1 Night Owl Pumpkin Ale
## 1676 Lambik (2 Year Old Unblended)
## 2230 Ambergeddon
## 2973 Summer Session Ale
## 2577 Potro
## 1875 Geary's Pale Ale
## 1590 St. Louis Premium Faro
## 1344 Bud Light
## 2321 Full Moon Pale Rye Ale
## 854 Triomphe Belgian IPA
## 1414 Axe Head Malt Liquor
## 2641.1 O'Reilly's Irish Stout
## 857 Simcoe Silly
## 1869 Sparkling Ale
## 2915 Tripel Horse
## 2728 Samuel Adams Cream StoutBoston Beer Company (Samuel Adams)
## 2317 Hop Rod Rye
## 1366 Michelob Ultra Lime & Prickly Pear Cactus
## 1132 Flensburger Gold
## 1361 Labatt Blue Light
## 2338 Old Chub - Scottish Style Ale
## 3034 Ebel's Weiss Beer
## 2144 Smoked Porter
## 2274 McIlhenney's Irish Red
## 2224 Red Tail Ale
## 1438 Winter Lager
## 1589 Mort Subite Faro
## 1626 St. Louis Premium Framboise
## 1026 Labatt Blue
## 665 Finlandia Strong Sahti
## 130 Bleeding Buckeye Red Ale
## 179 Nelson Sauvignon (Nelson Sauvin Brut)
## 175 Hooky Bitter
## 151 Belhaven Best
## 1803 420 Extra Pale Ale
## 2725 Rabid Duck
## 2180 Stickee Monkee
## 2977 Willy Vanilly
## 1278 Bikini Blonde Lager
## 1021 Red Stripe Jamaican Lager
## 1609 Oud Beersel Oude Kriek Vieille
## 2810 Gouden Carolus Ambrio
## 271 Duck-Rabbator
## 713 Samuel Adams Cranberry LambicBoston Beer Company (Samuel Adams)
## 1162 Beerlao Dark
## 2220 Avalanche Amber Ale
## 3176 BiFrost
## 3051 Brooklyner Weisse
## 2342 Rum Cask Oak Aged Beer
## 717 Soft Parade
## 2881 Triple
## 166 XB Bluebird Bitter
## 2638 Uncle Steve's Irish Stout
## 556 Tri-Pepper PilsenerGreat Dane Pub & Brewing Company (Downtown)
## 3142 Cuvee De Tomme
## 2745 Undercover Investigation Shut-down Ale
## 1981 Edmund Fitzgerald
## 2834.1 Hitachino Nest Red Rice Ale
## 1773 Adam From The Wood
## 984 Olimpia Kvas
## 2933 Black Walnut Wheat
## 3032 Pyramid Hefeweizen
## 161 Chester County Bitter
## 2864 Adnams Broadside
## 1399 Country Club Malt Liquor
## 3160 Jubelale
## 161.1 Chester County Bitter
## 2399 Scottish Ale
## 2819 Matilda
## 887 Foster
## 2096 Victory At Sea - Barrel-Aged
## 2481 Kriek Des Jacobins
## 2032 Tsarina Esra
## 2078 Longboat Chocolate Porter
## 2112 Pile O' Dirt Porter
## 2322 Sky High Rye
## 2680 Beer Geek Bacon
## 1615 Boon Oude Kriek Mariage Parfait
## 1546 Herold Bohemian Black Lager
## 2995.1 Leavenworth Boulder Bend Dunkelweizen
## 1962 My Antonia
## 120 Halloween Ale
## 2167 The Fear
## 264 Wasatch The Devastator Double Bock
## 1220 Baltika #5 Gold
## 37 Evan Altmighty
## 2399.1 Scottish Ale
## 558 Ring Of Fire
## 2198 La Trappe Quadrupel - Oak-Aged
## 3091 Misery
## 298 Schorschbock 31%
## 63 Smuttynose Barleywine Style Ale (Big Beer Series)
## 510 Ring Neck Braun Ale
## 1985 Porter
## 2556 Monk's Stout Dupont
## 2239.1 Samuel Adams Mighty Oak AleBoston Beer Company (Samuel Adams)
## 2372 Scottish Ale
## 1434 Schadenfreude
## 2043 Alice Porter
## 1796 Dark & Handsome
## 397 Weizenbock
## 962 Ephraim
## 2839 Grand Cru Winter Reserve
## 2892 La Fin Du Monde
## 2304 Roggenbier
## 476 Nut Brown AleSamuel Smith Old Brewery (Tadcaster)
## 1023 Dos Equis Special Lager
## 1418 Warsteiner Premium Dunkel
## 331 Southampton May Bock
## 2449 Bacchus
## 1106 Simpler Times Lager
## 2921 Trippel
## 2959 Montana Trout Slayer Wheat Ale
## 1732 Ale Of Fergus
## 190.1 Tire Bite Golden Ale
## 127 Red Rack Ale
## 2470 Cascade Kriek Ale
## 728 Blackbeary Wheat
## 1100.1 Totally Naked
## 1645 Coolship Resurgam
## 1850.1 It's Alright!
## 2732 Moloko
## 1414.1 Axe Head Malt Liquor
## 332 Früh Bock
## 2528 Mean Old Tom
## 1569 Oktoberfest
## 2344 Traquair House Ale
## 728.1 Blackbeary Wheat
## 2642 Saranac Irish Stout
## 1189 Carlsberg Beer
## 123 Beast Bitter
## 2837 Arabier
## 727 Bumble Berry Honey Blueberry Ale
## 2223 Prohibition Ale
## 2967 Dirty Blonde Ale
## 1869.1 Sparkling Ale
## 1071 Grain Belt Nordeast
## 256 Andechser Doppelbock Dunkel
## 1333 Creemore Springs Kellerbier
## 778 Chateau Jiahu
## 2200 Kasteel Cuvée Du Chateau
## 509 Traditional Ale
## 873 Anger
## 1030 Molson Canadian Lager
## 1598.1 Lou Pepe - Kriek
## 2783 Delirium Nocturnum
## 1328 Hapa Beer
## 53 Anniversary Barley Wine Ale
## 1137 God Lager
## 1917 Sound Czech
## 2544 CEO Stout
## 2598 Cazeau Tournay Noire
## 638 Castelain Blond Biere De Garde
## 595 Pater 6
## 1329 Zwickel
## 3013 Vùdù
## 2876 Pride Of Milford Special Ale
## 733 Orange Blossom Cream Ale
## 1389 King Cobra Premium Malt Liquor
## 1907 Reality Czeck
## 265.1 St. Victorious
## 489 Rugged Trail Nut Brown Ale
## 2900 Tripel Ale
## 1219 Lech PremiumLech Browary Wielkopolski (SABMiller)
## 461 Fullsuit Belgian-Style Brown Ale
## 1222.1 Casablanca Beer
## 349 Genesee Spring Bock
## 171 Best Bitter
## 1286 Henninger Premium Lager
## 1635 Gueuze 100% Lambic
## 866 Yakima Glory
## 1970 Regal Pilsner
## 1294 Hacker-Pschorr Münchner Hell
## 1444 Organic Pinkus Jubilate
## 2403 Beltaine Scottish Ale
## 1966 Imperial Spruce India Pilsner
## 2795 Oerbier
## 1684 O'Doul's
## 1954 Dinkelacker CD-Pils
## 2052 Porter
## 26 Secret Spot Alt Ale
## 1183 Heineken Oud Bruin
## 110 Anvil
## 281 Primátor Double Bock Beer
## 1923 Pils
## 497 Woodmaster
## 484 Winter Ale
## 2419 Rook & Vuur
## 147 Long Haul Session Ale
## 1199 Mythos Hellenic Lager Beer
## 2232 Mermaid's Red Ale
## 1768 Old Jubilation
## 1785 Hibernation Ale - Barrel-Aged
## 1374 Beck's Premier Light
## 2000 Road Dog
## 107 Harvest Ale
## 1933 Pilsner
## 3050 Heinnieweisse Weissebier
## 126 The Wise ESB
## 1154 Guinness Black Lager
## 475 Blind Ambition
## 2156.2 Night Owl Pumpkin Ale
## 1313.1 Sapporo Draft Beer
## 213 Bare Ass Blonde Ale
## 1544 Miner Mishap
## 448 Madtown Nutbrown
## 577 Wild Night Honey Cream Ale
## 520 Steam Engine Lager
## 2011 Wasatch Polygamy Porter
## 2872 Jolly Roger Christmas Ale
## 1600 Lou Pepe - Framboise
## 1379.1 Red Stripe Light
## 2986 Hefe-Weissbier Dunkel
## 1322 Zhujiang Beer
## 2226 Fixed Gear
## 967 Kvass
## 3062 Tucher Kristall Weizen
## 683 Interlude
## 2839.1 Grand Cru Winter Reserve
## 2747 Samuel Adams UtopiasBoston Beer Company (Samuel Adams)
## 424 Hazelnut Brown Nectar
## 1106.1 Simpler Times Lager
## 1071.1 Grain Belt Nordeast
## 497.1 Woodmaster
## 1102 Shiner Kosmos Reserve
## 1215 Tuborg Pilsner Beer (Green / Grøn)
## 340 Shiner Bock
## 318 Berkshire Maibock Lager
## 2398 80/- (Eighty Shilling)
## 3003 Schöfferhofer Dunkles Hefeweizen
## 1154.1 Guinness Black Lager
## 1430 Garten Bräu Munich Dark
## 2627 Blue Fin Stout
## 1211 James Boag's Premium Lager
## 770 Asahi Shinnama
## 2081 Pigs Ass Porter
## 2606 Extra Stout
## 1826 Karma Belgian Style Pale Ale
## 46 Old Numbskull
## 1333.1 Creemore Springs Kellerbier
## 2098 Southampton Imperial Porter
## 100 Wooden Hell
## 836 IPA
## 481 Cubano-Style Espresso Brown Ale
## 1662 50 Degrees North-4 Degrees East
## 447 Flashback Ale
## 1149 Allgäuer Hüttenbier
## 2983 Samuel Adams DunkelweizenBoston Beer Company (Samuel Adams)
## 761 Sapporo Draft One
## 2997 Weisse Dunkel
## 1634 Chez Monieux
## 40.1 Olde School Barleywine
## 430 Ellie's Brown Ale
## 1609.1 Oud Beersel Oude Kriek Vieille
## 1721 Hockley Dark
## 2122 London Porter
## 2577.1 Potro
## 2241 Big Red Coq
## 3019 Widmer Hefeweizen
## 2344.1 Traquair House Ale
## 2086 Gonzo - Barrel-Aged
## 2618 Guinness Extra Stout (Original)
## 1274 Aecht Schlenkerla Helles Lagerbier
## 319 Blonde Double MaiBock
## 1895 Mama's Little Yella Pils
## 59.1 Sisyphus
## 989 Samuel Adams East-West KölschBoston Beer Company (Samuel Adams)
## 729 Raspberry Ale
## 3084 White Oak
## 615 Solitude
## 1029 Landshark Lager
## 954 Hop Henge
## 2476 Zoetzuur Flemish AleDe Proefbrouwerij (bvba Andelot)
## 42 Old Ruffian
## 2113 Penetration Porter
## 2800 Gouden Carolus Classic
## 304 Dead Guy Ale
## 2184 Christmas Ale
## 907 India Pale Ale
## 1408 Evil Eye
## 1393 St. Ides High Gravity Malt Liquor
## 703 Wisconsin Belgian Red
## 244 Ename Blond
## 1405 Colt 45 Double Malt Liquor
## 2859 Fuller's 1845
## 228 St. Feuillien Blonde
## 730 Blueberry Ale
## 1621 Persimmon Lambic
## 1533 Schwarzbier
## 339 Samuel Adams Winter LagerBoston Beer Company (Samuel Adams)
## 2858 Immort Ale
## 204 Heavy Seas - Gold Ale
## 489.1 Rugged Trail Nut Brown Ale
## 2761 Bell Ringer
## 1613 Cassis
## 2591 Malpais Stout
## 2682 Buffalo Bill's Blueberry Oatmeal Stout
## 2976 Funk Blueberry Citrus Wheat
## 1917.1 Sound Czech
## 278 Deep Water Dopplebock
## 2826 Kwak
## 2076 Duke Of Winship
## 502 Nut Brown Ale
## 1614 Boon Kriek
## 258 EKU 28
## 498 Bad Penny
## 891.1 Brutal
## 616 Big Bison Ale
## 1680 Lambik (3 Year Old Unblended)
## 501 Brunette Nut Brown Ale
## 2821 Pranqster
## 2647 Plain Porter
## 59.2 Sisyphus
## 1354 Busch Light
## 2852.1 Southampton Grand Cru
## 2127 Leaning Chimney Porter
## 158 Op & Top
## 1388 Molson XXX
## 1461 Hofbräu Oktoberfestbier
## 2588 Zonker Stout
## 1977.1 Whistler Imperial Pils
## 668 Tank 7
## 1288 Lager House Original Golden Helles
## 38 ALTerior Motive
## 1056 Taj Mahal Premium Lager
## 1178 Honey Brown Lager
## 2293 Quinn's Amber Ale
## 2940 Winter Wheat
## 1039 Lone Star Beer
## 3165 Fireside Chat
## 1957 Hometown Blonde
## 1768.1 Old Jubilation
## 196 Farmhouse Summer Ale
## 252 Salvator
## 25 Hövels Original
## 1841 Cuvée Des Trolls
## 1345 Miller Lite
## 2439 Sour Wench
## 2214 Santa's Private Reserve Ale
## 2391 Caledonian 80/-
## 361 Huber Bock Beer
## 621 Dominus Vobiscum Double
## 1019 Corona Extra
## 1396 Haywards 5000 Super Premium Beer
## 2969 Jack Whacker Wheat Ale
## 259 Liberator Doppelbock
## 1114 Alpine Glacier Lager
## 1596 Rosé De Gambrinus
## 3079 Kapuziner Kristall-Weizen
## 1834 Taras Boulba
## 574 Flagship Ale
## 2544.1 CEO Stout
## 1982 Black Butte Porter
## 1462 The Kaiser
## 1757 Colón Rubia
## 2411 Charkoota Rye
## 2049 Samuel Adams Honey PorterBoston Beer Company (Samuel Adams)
## 1174 Obolon Oksamytove (Deep Velvet)
## 458 Tempelier
## 305 Andygator
## 1341 Kubelbier
## 826 Hop Wallop
## 1033 Natural Ice
## 1286.1 Henninger Premium Lager
## 2244 Hop Head Red Ale
## 678 Saison Du BUFF
## 2741 Mackeson Triple XXX Stout
## 313 Samichlaus Bier Helles
## 637 La Goudale
## 452 Belgian Freeze Belgian Style Winter Ale
## 1257 XO BeerBrasserie des Gabariers (L&L Cognac SA)
## 1157 Baltika #4 Original (Dark)
## 2248 Pursuit Of Hoppiness
## 1940 Trumer Pils
## 2883 Morocco Ale
## 193 India Pale Ale
## 2730 2XSTOUT
## 1260 Slavutich Mitzne
## 1630 Strawberry Lambicus
## 2851 La Guillotine
## 725 UFO Raspberry Hefeweizen
## 482 Nut Brown Ale
## 2343 Wee Heavy
## 2279 Danny's Irish Style Red Ale
## 1567 Mac Queen's Nessie
## 2500 Péché Mortel
## 1443 Gösser Dark BeerBrauerei Göss (Brau Union)
## 52 Solstice D'hiver
## 347 Spring Bock
## 2090.1 Alberta Clipper
## 1105 Joe's Premium American Pilsner
## 2741.1 Mackeson Triple XXX Stout
## 365 Mönchshof Bockbier
## 959 471 Small Batch IPA
## 1562 Rusty Chain
## 2306 Tippy Toboggan
## 2961 SummerBright Ale
## 550 Li'L Lucy's Hot Pepper Ale
## 1952 EKU Pils
## 1072 Wisconsin Amber
## 1829 Verboten
## 2372.1 Scottish Ale
## 2666 The Poet
## 616.1 Big Bison Ale
## 2501 World Wide Stout
## 2937 Ruddy Wheat
## 2196 Rigor Mortis Abt
## 866.1 Yakima Glory
## 1580 Fat Cat Lager
## 5 Sleigh'r Dark Doüble Alt Ale
## 1517 Samuel Adams Black LagerBoston Beer Company (Samuel Adams)
## 2363 Ol' Red Cease & Desist Wee Heavy Ale
## 1604 Hommage
## 1278.1 Bikini Blonde Lager
## 1663 Oude Lambiek De Cam
## 3066 Schöfferhofer Kristallweizen
## 2324 Samuel Adams Revolutionary Rye AleBoston Beer Company (Samuel Adams)
## 1405.1 Colt 45 Double Malt Liquor
## 2164 Frog's Hollow Double Pumpkin Ale
## 2451 Cuvee Freddy
## 1162.1 Beerlao Dark
## 555 Wildfire Lager
## 1287 Gold Leaf Lager
## 1626.1 St. Louis Premium Framboise
## 946 Unearthly (Imperial India Pale Ale)
## 1555 Penn Pilsner
## 467 Leffe De Noël
## 1244 Crest Super Premium Lager
## 3058 Kristallweissbier
## 2880 Extra Special Oak (ESO)
## 1535.1 BREWtality - Espresso Black Bier
## 595.1 Pater 6
## 2073 Longfellow
## 2581 Guinness Foreign Extra Stout
## 345 The Vixen Chocolate Chili BockBoston Beer Company (Samuel Adams)
## 2791 Corsendonk Christmas Ale
## 1320 Sapporo Fuyumonogatari - The Winter's Tale
## 771 Kirin Enjuku Kuro
## 1476 Oktoberfest
## 354 Schell's Bock
## 3157 Cascade Vlad The Imp Aler
## 2351 Jinx
## 94 Irish Walker
## 278.1 Deep Water Dopplebock
## 2260 Battle Axe
## 2763 Maple Tripple Ale
## 1056.1 Taj Mahal Premium Lager
## 1039.1 Lone Star Beer
## 3007 Benediktiner Weissbier Dunkel
## 1149.1 Allgäuer Hüttenbier
## 37.1 Evan Altmighty
## 96 Commander
## 1192 Singha
## 2988 Michelob Dunkel Weisse
## 2604 Hot Blooded Foreign Stout
## 2726 Ivan The Terrible Imperial Stout - Barrel-Aged
## 300 Schorschbock 57%
## 2135 Smokebrush Porter
## 2133 Smoked Porter
## 939 2XIPA
## 3059 Honey Weiss
## 2492 Ten FIDY
## 2851.1 La Guillotine
## 1352 Bud Light Platinum
## 2234 Amber Ale
## 268 Saxonator Dunkles Doppelbock
## 2434 1809
## 1035 Icehouse
## 985 Summertime
## 2500.1 Péché Mortel
## 430.1 Ellie's Brown Ale
## 6 Sticke
## 110.1 Anvil
## 364 Bokbier
## 1288.1 Lager House Original Golden Helles
## 2698 Plead The 5th Imperial Stout
## 459 Bink Bruin
## 515 Third Stone Brown
## 178 DeuS (Brut Des Flandres)
## 1245 Žaibo
## 242.1 De Koninck Blond
## 2535 Brewhouse Coffee Stout
## 2097 Black Cherry Porter
## 1021.1 Red Stripe Jamaican Lager
## 1850.2 It's Alright!
## 847 Otter Creek Fresh Slice
## 530 Red Bird Ale
## 715 Tweason'ale
## 1218 Yanjing Beer
## 107.1 Harvest Ale
## 2681 Oatmeal Stout
## 577.1 Wild Night Honey Cream Ale
## 1933.1 Pilsner
## 1731 Old Gollywobbler Brown Ale
## 2766 Triple Bag
## 18 Headwall Alt
## 1533.1 Schwarzbier
## 896 HopFish IPA
## 191 Export Ale
## 1291 Blonde Lager
## 2197 Smuttynose Gravitation (Big Beer Series)
## 1534 Black Thunder
## 1617 Boon Framboise
## 648 La Choulette Ambrée
## 219 Trappist Westvleteren BlondBrouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 2065 Kennebunkport Porter
## 78 §ucaba
## 2229 My Bloody Valentine
## 573 Sleeman Cream Ale (64*)
## 1022 Rolling Rock Extra Pale
## 2361 Sheep Shagger Scotch Ale
## 1516 Bishop Bob's Holy Smoke
## 221 Grimbergen Blonde
## 624 Natte
## 137 Honker's Ale
## 46.1 Old Numbskull
## 312 Mai-Ur-Bock
## 1481 Oktober Fest
## 359 Creemore Springs UrBock
## 1107 Henry Weinhard's Private Reserve
## 2976.1 Funk Blueberry Citrus Wheat
## 1888 Golden Ale
## 1760 Spring Mild
## 334 Brinkley's Maibock
## 995 Clearwater Kölsch
## 787 Mandarin Nectar
## 702 Rübæus
## 1687 Sharp's
## 2681.1 Oatmeal Stout
## 109 Abbot Ale
## 2683 Obovoid
## 2323.1 RastafaRye Ale
## 2975 Sun Block
## 2086.1 Gonzo - Barrel-Aged
## 1581 P.J.W. Copper Lager
## 1701 ThomasBrau
## 2162 The Great’ER Pumpkin
## 820 Hop Nosh IPA
## 1309 Sapporo Original Draft Beer
## 1542 Das Schwarze
## 3118 Blanche De Bruxelles / Manneken Pis Belgian White
## 2809 Green Flash Grand Cru
## 285 Emancipator Doppelbock
## 984.1 Olimpia Kvas
## 882 B-Craft Black
## 175.1 Hooky Bitter
## 2133.1 Smoked Porter
## 854.1 Triomphe Belgian IPA
## 229 Bink Blond
## 2607 Jamaica Stout
## 3023 Hacker-Pschorr Hefe Weisse Naturtrüb
## 2246 Nosferatu
## 3101 Hoegaarden Original White Ale
## 2941 Outlaw McCaw
## 1355 Amstel Light
## 1856 Bass Pale Ale
## 1293 Helles Lager
## 1079 Winter Skål
## 2912 Affligem Tripel
## 29 Crooked Coast Altbier
## 160 Arkell Best Bitter
## 2503 Cappuccino Stout
## 1545 Saranac Black Lager
## 1521 Saranac Black Forest Black Beer
## 2046 Fuller's London Porter
## 758 Kirin Tanrei Green Label
## 324 The Gift (WinterBock Lager)
## 2276 Irish Red Ale
## 740 13th Century Grut Bier
## 3026 Dancing Man
## 2446 Goudenband
## 241 't Smisje Blond
## 2715.1 Imperial Stout
## 1584 Faro
## 1672 Lambik (1 Year Old Unblended)
## 621.1 Dominus Vobiscum Double
## 2319 Cane And Ebel
## 154 Brakspear Bitter
## 2391.1 Caledonian 80/-
## 3043 The Love Wheat Beer
## 409 Portsmouth Killer B
## 1517.1 Samuel Adams Black LagerBoston Beer Company (Samuel Adams)
## 1822 Orval Trappist Ale
## 2151 Pumpkin Ale
## 1332 Buttenheimer Keller Bier
## 2809.1 Green Flash Grand Cru
## 2922 Damnation Batch 23 (Oak Aged)
## 3128 Kronenbourg 1664 Blanc
## 2133.2 Smoked Porter
## 1366.1 Michelob Ultra Lime & Prickly Pear Cactus
## 440 Brown Ale
## 1366.2 Michelob Ultra Lime & Prickly Pear Cactus
## 3019.1 Widmer Hefeweizen
## 1713 Weisse Alkoholfrei
## 1070 ZiegenBock Amber
## 2541 Luna Coffee Stout
## 2731 Milk Stout
## 35 Füchschen Alt
## 3090 Wheat Wine
## 2923 Triple
## 2943 Winter Wheat
## 869 Hop In The Dark Cascadian Dark Ale
## 1948 Organic Ur Pils
## 2960 Sweaty Betty Blonde
## 340.1 Shiner Bock
## 646 Rendezvous
## 2530 Aphrodisiaque
## 1399.1 Country Club Malt Liquor
## 974 Obolon Kwas Chlebowy
## 52.1 Solstice D'hiver
## 1561 Dynamo Copper Lager
## 2724 Imperial Stout
## 651 La Choulette De Noël
## 288 Double Vision Doppelbock
## 1051 Carta Blanca
## 2992.1 Hofbrau Hefe Weisse Dunkel
## 836.1 IPA
## 1011 Gold Spike Ale
## 181 Malheur Brut Noir (Black Chocolate)
## 1365 Tecate Light
## 567 Little Kings Cream Ale
## 1598.2 Lou Pepe - Kriek
## 1774 Ola Dubh Special Reserve 12
## 2099 Anubis
## 1957.1 Hometown Blonde
## 1162.2 Beerlao Dark
## 2049.1 Samuel Adams Honey PorterBoston Beer Company (Samuel Adams)
## 919.1 St-Ambroise India Pale Ale
## 1139 Mariestads Export
## 714 Shiner Ruby Redbird
## 2774 BART
## 1191 Birra MorettiBirra Moretti (Heineken)
## 2880.1 Extra Special Oak (ESO)
## 1374.1 Beck's Premier Light
## 186 Summer Love
## 352 Christmas Bock
## 627 Domaine DuPage French Style Country Ale
## 921 Dead Elephant
## 869.1 Hop In The Dark Cascadian Dark Ale
## 2458 Oud Bruin Belgian Style Ale
## 2969.1 Jack Whacker Wheat Ale
## 2237 Jamaica Red Ale
## 1865 Monty Python's Holy Grail Ale
## 2950 Unfiltered Wheat
## 3037 Tucher Helles Hefe Weizen
## 3016 Hefeweissbier
## 310 Dundee Pale Bock Lager
## 2439.1 Sour Wench
## 2429 Backyard Ale
## 2873 Bracia
## 1028 Tecate
## 248 Summer Belgian-Style Blonde Ale
## 490 Black Toad Dark Ale
## 1631 Framboise Lambicus
## 2610 Strong Back Stout
## 2533 Fuel Cafe (Coffee Flavored Stout)
## 3124 White
## 141 Younger's Special Bitter
## 2567 Maple Stout
## 2355 Scotch De Silly
## 3012.1 Dunkler Hirsch Allgäuer Weizen
## 844 Citra Bitter Monk
## 329 Serie Signature Maibock
## 3041 Weisse Original
## 1422 Spaten Dunkel
## 1217 Hite
## 1000 32°/50° Kölsch
## 2997.1 Weisse Dunkel
## 1657 Mort Subite Oude Gueuze
## 823 Titan IPA
## 1263 Karpackie SuperBrowar Van Pur S.A. (Brau Union Polska)
## 616.2 Big Bison Ale
## 2311 Barbarossa
## 2960.1 Sweaty Betty Blonde
## 1962.1 My Antonia
## 1267 Hofbräu Original
## 3004 Dunkelweizen
## 201 Summer Ale
## 286 Winter-Bock
## 2588.1 Zonker Stout
## 1519 Shiner Bohemian Black Lager
## 75 Holidale
## 2962 Blue Star Great American Wheat Beer
## 2751 Fred
## 204.1 Heavy Seas - Gold Ale
## 1541 Black Radish Dark Lager
## 146 Doom Bar
## 1714 Jupiler NA
## 2451.1 Cuvee Freddy
## 1202 Quilmes
## 2377 Railbender Ale
## 2642.1 Saranac Irish Stout
## 1374.2 Beck's Premier Light
## 2798 10 Commandments
## 56 Killer Penguin Barleywine
## 2270 Samuel Adams Brick RedBoston Beer Company (Samuel Adams)
## 2558 Double Stout
## 1779 Autumn Ale
## 2616 Ceres Royal Stout (Ceres Extra Strong Stout)Ceres Brewery (Royal Unibrew)
## 2290 Erik The Red
## 3076 Falkensteiner Weizen
## 2034 Porteris
## 658.1 Sah'tea
## 1517.2 Samuel Adams Black LagerBoston Beer Company (Samuel Adams)
## 2703 B.O.R.I.S. The Crusher
## 2504 Imperial Biscotti Break
## 3170 K-9 Winter Ale
## 2643 Stouterik (The Brussels Stout)
## 144 Foster's Special Bitter
## 1049 Stroh's
## 2278 Jeremiah Red Ale
## 2221 CascaZilla
## 899 Sweet Child Of Vine
## 640 Contemplation Ale
## 37.2 Evan Altmighty
## 1582 Tuborg Classic
## 66.1 Old Ruffian - Barrel-Aged
## 380 Primus Weizenbock
## 2082 Anvil Porter
## 2611 Guinness Foreign Extra Stout (Africa)
## 1961.1 Kulmbacher Edelherb Premium Pils
## 2195 Straffe Hendrik Quadrupel
## 2058 Boxcarr Pumpkin Porter
## 1378 Light
## 1883 8th Street Pale Ale
## 2259 Uncle Rusty
## 88 J.W. Lees Harvest Ale (Lagavulin Whisky Cask)J.W. Lees & Co (Brewers) Ltd
## 1586 Girardin Faro 1882
## 1384 Mickey's
## 2373 90 Shilling
## 1901 Torch Pilsner
## 820.1 Hop Nosh IPA
## 710 Black & Blue
## 2000.1 Road Dog
## 2963 Summer Ale
## 329.1 Serie Signature Maibock
## 702.1 Rübæus
## 2418 LA-31 Boucanèe
## 624.1 Natte
## 1811 Doggie Style
## 277 Winter Bock
## 464 Tongerlo 6 Dubbel Bruin
## 47 Flying Mouflan
## 601 Abbey Dubbel
## 561 Spotted Cow
## 2912.1 Affligem Tripel
## 1751 Blue Label Ale
## 3179 Powder Hound Winter Ale
## 778.1 Chateau Jiahu
## 1228 Baltika #9 Extra (Strong)
## 3001 Weltenburger Hefe-Weissbier Dunkel
## 1164 Bernard Cerne (Dark)
## 996 Curve Ball Blonde Ale
## 2959.1 Montana Trout Slayer Wheat Ale
## 55 Lower De Boom Barleywine
## 1528 Schwarzbier
## 2604.1 Hot Blooded Foreign Stout
## 2636 Guinness Extra Stout (Canada)
## 2904 La Trappe Tripel (Koningshoeven / Dominus)
## 2900.1 Tripel Ale
## 116.1 ESB
## 206 Summer Honey Ale
## 340.2 Shiner Bock
## 1529 Dark Helmet
## 2002 Porter
## 2513 Beer Geek Brunch Weasel
## 90 J.W. Lees Harvest Ale (Calvados Cask)J.W. Lees & Co (Brewers) Ltd
## 1398 Labatt Max Ice
## 684 Le Merle
## 683.1 Interlude
## 2843 Victoria Ale
## 2509 Warlock
## 2065.1 Kennebunkport Porter
## 1151 Aktien Original 1857
## 2387 Burning Skye Scottish Style Ale
## 600 Lost & Found
## 521 Village Reserve
## 1111 Orange Blossom Pilsner
## 178.1 DeuS (Brut Des Flandres)
## 1075 Red Oak Amber
## 2346.1 Wee Heavy
## 446 Bravo 2017
## 1508 Smoke Out
## 1670 Jonge Lambik
## 1392 Magnum
## 2959.2 Montana Trout Slayer Wheat Ale
## 1483 OktoberFish
## 741 Posca Rustica
## 2397 Piper Down - Bourbon Barrel-Aged
## 850 Dernière Volonté
## 3036 Oktoberfest Weissbier
## 2337 Dirty Bastard
## 2758 The Angel's Share - Brandy Barrel-Aged
## 2479 La Roja Du Kriek
## 2062 Geary's London Porter
## 2702 Marshal Zhukov's Imperial Stout
## 1328.1 Hapa Beer
## 2059 Porter
## 46.2 Old Numbskull
## 927 Lagunitas Sucks
## 1047 Genesee Beer
## 1363 Michelob Ultra Amber
## 2106.1 People's Porter - Barrel-Aged
## 1861 Smuttynose Shoals Pale Ale
## 994 Sünner Kölsch
## 2959.3 Montana Trout Slayer Wheat Ale
## 139 Bluebird Bitter
## 1277 Gorch Fock
## 1225 Pilsener
## 1847 Witkap Pater Singel / Stimulo
## 611 Augustijn Donker Brune
## 2308 Crazy Jackass Ale
## 1809 Headwaters Pale Ale
## 3065 Weissbier Kristallklar
## 654 L'Ambrée D'Esquelbecq / Thiriez Amber
## 392 Angry Goat
## 744 Working For Tips
## 3016.1 Hefeweissbier
## 441 Dos Perros
## 514 Pub Brown Ale
## 2251 King Crimson
## 2073.1 Longfellow
## 1080 Schell's Dark
## 2849 Barbãr (Belgian Honey Ale)
## 540 Billy's Chilies Beer (Timberline Series)
## 581 Cosmic Cream Ale
## 1185 Heineken Lager Beer
## 2474 Vichtenaar
## 2590 Tsunami Stout
## 2409 Norwegian Wood
## 2671 Oatmeal Stout
## 2370 Outta Kilter
## 76 Old Howling Bastard
## 2512 Abraxas
## 2498 Yeti
## 1359 Miller High Life Light
## 316 Maibock
## 2393 Lia Fail
## 3082 Kristall Weizen
## 916 Southampton Burton IPA
## 2906 Agnus Dei (Abbey Pale Ale)
## 930 Hop Stoopid
## 1111.1 Orange Blossom Pilsner
## 2036 Mørke - Pumpernickel Porter
## 104 Fuller's ESB
## 1757.1 Colón Rubia
## 1653 Belle Vue Gueuze
## 2829 Horny Devil
## 303 Black Ice
## 1959 Braumeister Pils
## 1908 Shiner 101 Czech Style Pilsner
## 2145 Pumking
## 3125 Grey Lady
## 2856 Seigneuriale
## 115 Belk's ESB
## 1642 Boon Oude Geuze Mariage Parfait
## 3000 Ramstein Classic
## 2341 Claymore
## 2758.1 The Angel's Share - Brandy Barrel-Aged
## 3108 Florida Cracker
## 2306.1 Tippy Toboggan
## 2566 March Of The Penguins
## 2144.1 Smoked Porter
## 2870 Seriously Bad Elf
## 1077 Point Classic Amber
## 35.1 Füchschen Alt
## 192 Fireman's #4
## 1141 Tegernsee Spezial
## 1872 Scarecrow Ale
## 154.1 Brakspear Bitter
## 2899 Don De Dieu
## 2935 WRed Wheat
## 3025 Hefeweizen
## 659 Arctic Circle Ale
## 3146 Framboise For A Cure
## 2151.1 Pumpkin Ale
## 614 Ovila Abbey Barrel Aged Dubbel
## 509.1 Traditional Ale
## 1795 Old Flame
## 2607.1 Jamaica Stout
## 3065.1 Weissbier Kristallklar
## 1980 Epic Larger
## 1903 Krušovice Imperial
## 2093 (512) Whiskey Barrel Aged Double Pecan Porter(512) Brewing Company
## 2102 Black Ball Porter
## 2453 Aardmonnik - Earthmonk
## 818 Duet
## 146.1 Doom Bar
## 901 India Pale Ale
## 1943 Rothaus Pils Tannen Zäpfle
## 1846 Saranac Belgian Ale
## 2373.1 90 Shilling
## 2553 Heart Of Darkness
## 3063 Old Chico Crystal Wheat
## 2287 Cherokee Red Ale
## 1411 Molson Brador
## 2003 Old Leghumper
## 2826.1 Kwak
## 318.1 Berkshire Maibock Lager
## 2179 The Sixth Glass Quadrupel Ale
## 3197 Frosted Frog Christmas Ale - Barrel-Aged
## 1694 Clausthaler Golden Amber
## 1409 Camo High Gravity Lager
## 221.1 Grimbergen Blonde
## 1454 Oktoberfest Märzen
## 60 Gratitude
## 2766.1 Triple Bag
## 2548 Black Phoenix (Chipotle Coffee Ale)
## 836.2 IPA
## 1467 Hoss Oktoberfest Lager
## 3013.1 Vùdù
## 1097 Sapporo Premium Beer
## 1790 Figgy Pudding
## 208 Molson Export
## 2379 Wee Mac
## 2133.3 Smoked Porter
## 2278.1 Jeremiah Red Ale
## 22 Iron Works Alt
## 1116 East Coast Lager
## 1821 St. Lupulin
## 1821.1 St. Lupulin
## 1356 Budweiser Select
## 1029.1 Landshark Lager
## 1908.1 Shiner 101 Czech Style Pilsner
## 2664 Beer Geek Breakfast
## 1017 Budweiser
## 128 Christmas Ale
## 1810 Fire Rock Pale Ale
## 1932 Radeberger Pilsner
## 86 Horn Dog
## 3081 Rieser Kristall-Weizen
## 726 Son Of A Peach
## 1104 Molson Golden
## 119 Autumn Ale
## 1598.3 Lou Pepe - Kriek
## 1189.1 Carlsberg Beer
## 2490 KBS (Kentucky Breakfast Stout)
## 1096 Longboard Island Lager
## 1143 Lunatic Lager
## 26.1 Secret Spot Alt Ale
## 2150 Post Road Pumpkin Ale
## 2703.1 B.O.R.I.S. The Crusher
## 1130 Shiner Fröst
## 650 Ch'ti Blonde
## 121 Bishops Finger
## 261 Butthead Doppelbock
## 443 Peter Brown Tribute Ale
## 1759 England's Gold
## 501.1 Brunette Nut Brown Ale
## 239 Valeir Blond
## 2260.1 Battle Axe
## 410 Biere De Miele
## 532 1888
## 2246.1 Nosferatu
## 2205 Ichor
## 380.1 Primus Weizenbock
## 1444.1 Organic Pinkus Jubilate
## 889 Commodore Perry
## 1672.1 Lambik (1 Year Old Unblended)
## 2634 Dragoon's Irish Dry Stout
## 2401 Java Mac
## 1496 Aecht Schlenkerla Rauchbier Weizen
## 131 Extra Special Bitter (ESB)
## 2400 Hog's Head Brew (Harry Potter)
## 306 Mardi Gras Bock
## 2925.1 Kasteel Tripel
## 1977.2 Whistler Imperial Pils
## 3141 Juliet
## 171.1 Best Bitter
## 1323 Kirin Bar Beer
## 2021 Smoke
## 2638.1 Uncle Steve's Irish Stout
## 1661 Bruocsella (1900) Grand Cru
## 2686 Coffee Oatmeal Stout
## 2293.1 Quinn's Amber Ale
## 1887 Angler's Ale
## 3036.1 Oktoberfest Weissbier
## 1450 Andechser Export Dunkel
## 881 Black Hatter
## 2933.1 Black Walnut Wheat
## 3135 Supplication
## 2036.1 Mørke - Pumpernickel Porter
## 564 Wexford Irish Cream Ale
## 527 Steamy Windows
## 2909 Sapient Trip Ale
## 510.1 Ring Neck Braun Ale
## 358 Winterbock
## 1161 Efes Dark
## 1591 Tilquin Faro
## 82 Old Foghorn
## 3044 Weisse Versa Wheat
## 399 St. Blasius Weizenbock
## 2632 Oyster Stout
## 701 Summer Shandy
## 145 Uncle Teddy's Bitter
## 1369 Shiner Light Blonde
## 564.1 Wexford Irish Cream Ale
## 1330 Mönchshof Kellerbier
## 170 Little Dog
## 823.1 Titan IPA
## 1173 Sagres Cerveja Preta (Dark)
## 2132 Up In Smoke Smoked Porter
## 3027 Hofbräu Münchner Weisse
## 1205 Baltika #3 Classic
## 28 Série Signature Sticke Alt
## 3012.2 Dunkler Hirsch Allgäuer Weizen
## 134 XX Bitch Creek
## 1264 Gulpener Gladiator Robuust Bier
## 791 Bison Organic Gingerbread Ale
## 2742 Oatmeal Milk Stout
## 691 Bam Noire
## 1394 Olde English 800 High Gravity
## 1522 Howl
## 242.2 De Koninck Blond
## 1449 Original Münchner Dunkel
## 1656 Brabantiae
## 165 T.E.A. (Traditional English Ale)
## 345.1 The Vixen Chocolate Chili BockBoston Beer Company (Samuel Adams)
## 144.1 Foster's Special Bitter
## 146.2 Doom Bar
## 2487 Leipziger Gose
## 1548 Eliot Ness
## 497.2 Woodmaster
## 1955 Pearl-Snap
## 2902 Maredsous 10 - Triple
## 1906 Pilz
## 2470.1 Cascade Kriek Ale
## 2898 Trippel
## 1797 Pale Ale
## 3070 Bohemia Weizen
## 1809.1 Headwaters Pale Ale
## 1620 Strawberry Lambic
## 2428 Hogwash
## 1411.1 Molson Brador
## 83 Double Double Barrel Ale
## 1668 Boon Oude Lambic
## 670 Saison Dupont
## 1503 Rauchbier
## 2857 Kentucky Bourbon Barrel Ale
## 1719.1 Motor City Brewing Ghettoblaster
## 70 Big Worse
## 3079.1 Kapuziner Kristall-Weizen
## 908 Kennebunkport IPA
## 122 13 Rebels ESB
## 2211 Censored
## 1631.1 Framboise Lambicus
## 1718 Black CatMoorhouse's Brewery (Burnley) Ltd
## 68 Old Numbskull - Bourbon Barrel-Aged
## 1674 Lambiek De Cam
## 2052.1 Porter
## 600.1 Lost & Found
## 1832 De Koninck APA (Antwaarpse Pale Ale)
## 2511 Double Stout
## 527.1 Steamy Windows
## 2201 Malheur 12°
## 2282 Porterhouse Red
## 3095.1 Old Sol Wheatwine Ale
## 707 Éphémère (Apple)
## 444 Good Humans Ale (Dry Hopped Double Brown Ale)
## 2906.1 Agnus Dei (Abbey Pale Ale)
## 2159 UFO Pumpkin
## 2294 Red Head Red Ale
## 3113 Samuel Adams Imperial WhiteBoston Beer Company (Samuel Adams)
## 1900 Golden Pheasant
## 13 Ad Astra Ale
## 174 St. Patrick's Best
## 2120 Smoked Porter
## 2362 Wee Heavy-er Scotch Style Ale
## 1991.1 Pipeline Porter
## 1611 Oude Kriek
## 557 El Lapino
## 972 Monastyrskiy Okroshka Kvass (Монастырский Окрошка Квас)
## 2678 Earl Coffee Oatmeal Stout
## 654.1 L'Ambrée D'Esquelbecq / Thiriez Amber
## 1311 Kirin Lager
## 1629 Experimental Cassis
## 2777 Trappistes Rochefort 8
## 216 Golden Ale
## 298.1 Schorschbock 31%
## 932 Burton Baton
## 3179.1 Powder Hound Winter Ale
## 310.1 Dundee Pale Bock Lager
## 3122 Whirlwind Witbier
## 680 Avec Les Bons Voeux
## 2785 Delirium Noël (Christmas)
## 1289 Munich-Style Lager
## 276 Dark Heathen Triple Bock
## 2886 1488 Whisky Beer
## 2709 Blaecorn Unidragon
## 1317 Asahi Orion
## 624.2 Natte
## 1127 Labrador Lager
## 1700 Gerstel Non Alcoholic
## 240 Celestial Blonde Ale
## 3085 Pilgrim's Dole
## 1515 Bamberg Rauchbier
## 1834.1 Taras Boulba
## 725.1 UFO Raspberry Hefeweizen
## 1013 Kolsch
## 2284 Aviator Red
## 135 Adnams SSB (Suffolk Special Bitter)
## 2582 Lion Stout
## 2898.1 Trippel
## 2540 Captain Stout
## 1420 Beck's Dark
## 2071 Vanilla Porter
## 1157.1 Baltika #4 Original (Dark)
## 2772 Pray For Snow
## 539 5 Vulture
## 562 Summer Solstice
## 422 Indian Brown Ale
## 1988 Samuel Adams Holiday PorterBoston Beer Company (Samuel Adams)
## 1131 DAB Export
## 2618.1 Guinness Extra Stout (Original)
## 2452 Cherry Oud Bruin
## 2328 Permagrin
## 2269 O'Hara's Irish Red
## 2966 Pineapple Mana Wheat
## 892 India AleSamuel Smith Old Brewery (Tadcaster)
## 171.2 Best Bitter
## 2543 Valdez
## 2574 Woody Stout
## 2019.1 Baltika #6 Porter
## 1402.1 Old Monk 10000
## 3103 Namaste White Belgian-Style Witbier
## 733.1 Orange Blossom Cream Ale
## 3121 Mothership Wit
## 2740 Mother's Milk Stout
## 2179.1 The Sixth Glass Quadrupel Ale
## 2596 Foreign Style Stout
## 2990.1 Kapuziner Schwarz-Weizen
## 2163 The Great Pumpkin
## 568 Carolina Blonde
## 400 Summer Haze Pale Weizenbock
## 2432 Smoaktoberfest
## 2786.1 Collaboration Not Litigation Ale
## 1556 Special Amber
## 2643.1 Stouterik (The Brussels Stout)
## 2740.1 Mother's Milk Stout
## 763 Orion Southern Star
## 2005 Saranac Caramel Porter
## 1951 Elm City Lager
## 1178.1 Honey Brown Lager
## 2231 Evil Dead Red
## 3095.2 Old Sol Wheatwine Ale
## 3139 Sang Noir
## 1491 Oktoberfest
## 2875 Reindeer's Revolt
## 1757.2 Colón Rubia
## 457 Werewolf
## 883 Hop Noir
## 639 Le Mort Vivant
## 2373.2 90 Shilling
## 3053 Drunk Monk Hefeweizen
## 3180 Winterbraun
## 1274.1 Aecht Schlenkerla Helles Lagerbier
## 2841 Lucifer
## 1455 Spaten Oktoberfestbier Ur-Märzen
## 1687.1 Sharp's
## 558.1 Ring Of Fire
## 1509 Deep Purple Rauchbier
## 1869.2 Sparkling Ale
## 1923.1 Pils
## 23 Diebels Premium Altbier
## 1412 Earthquake High Gravity Lager (10%)
## 573.1 Sleeman Cream Ale (64*)
## 2129 Smokestack
## 1954.1 Dinkelacker CD-Pils
## 231 Tongerlo Blond
## 3164 Winter Warmer
## 3104 White Rascal
## 871 Pitch Black IPA
## 1448 Fearless Youth
## 2249 Aorta Ale (Double Red Ale)
## 695 Foret
## 1920 HUB Lager
## 2216 Boont Amber Ale
## 377 Erdinger Weissbier Pikantus
## 1635.1 Gueuze 100% Lambic
## 1797.1 Pale Ale
## 2810.1 Gouden Carolus Ambrio
## 269 Doppel-Hirsch
## 3055 Baltika #8 Wheat
## 125 Magnumus Ete Tomahawkus ESB³
## 2707 Blackout Stout - Barrel-Aged
## 760 Orion Mugi Shokunin
## 2284.1 Aviator Red
## 2813 Moinette Brune
## 1094 Stegmaier Amber Lager
## 1533.2 Schwarzbier
## 2967.1 Dirty Blonde Ale
## 918.1 Flagship IPA
## 1937 Pikeland Pils
## 680.1 Avec Les Bons Voeux
## 1169 Faxe Amber
## 405 Braggot
## 918.2 Flagship IPA
## 1128 Imperial Dortmunder
## 2829.1 Horny Devil
## 1298 Helles Belles
## 2145.1 Pumking
## 3011 Fürstenberg Weizen Hefe Dunkel
## 598 La Trappe Dubbel (Koningshoeven / Dominus)
## 109.1 Abbot Ale
## 2362.1 Wee Heavy-er Scotch Style Ale
## 2478 La Roja - Grand Reserve
## 2185 Terrible
## 2928 Tripel Van De Garre
## 1925 Samuel Adams Noble PilsBoston Beer Company (Samuel Adams)
## 2896 Tripel Karmeliet
## 468.1 Proletary Ale
## 64 John Barleycorn Barleywine Ale
## 3023.1 Hacker-Pschorr Hefe Weisse Naturtrüb
## 520.1 Steam Engine Lager
## 837 Hop Ottin' IPA
## 1828 Raftman
## 799 La MeuleBFM (Brasserie des Franches-Montagnes)
## 1310 Orion Premium Draft Beer
## 414 Braggot
## 2343.1 Wee Heavy
## 583 Cream Ale
## 1358 Michelob Light
## 306.1 Mardi Gras Bock
## 2703.2 B.O.R.I.S. The Crusher
## 188 Big Wave Golden Ale
## 1808.1 Red Chair NWPA
## 2738.1 72 Imperial Chocolate Cream Stout
## 1600.1 Lou Pepe - Framboise
## 1083 Fisherman's Brew
## 2904.1 La Trappe Tripel (Koningshoeven / Dominus)
## 2047 Old Engine Oil Black Ale
## 2137 Big Black Smoke
## 2823 Piraat
## 2001 New World Porter
## 3173 12 Dogs Of Christmas Ale
## 1138 Alpen Stoff
## 2401.1 Java Mac
## 1997 Twilight Of The Idols
## 2059.1 Porter
## 145.1 Uncle Teddy's Bitter
## 2764 Wailing Wench
## 2982 Erdinger Weissbier Dunkel
## 931 Double Jack
## 2234.1 Amber Ale
## 2365 Maple Scotch-Style Ale
## 1203 Steinlager
## 2445 The Dissident
## 3035 Julius Echter Hefe-Weissbier Hell
## 2061 Publican Porter (Imperial London Porter)
## 1690 Erdinger Weissbier Alkoholfrei (Non-Alcoholic)
## 1864 Extra Pale Ale
## 605 Resurrection
## 1091 Ruby Lager
## 2190 Pannepot Reserva
## 96.1 Commander
## 1618 Peach
## 2763.1 Maple Tripple Ale
## 2057 London Porter
## 88.1 J.W. Lees Harvest Ale (Lagavulin Whisky Cask)J.W. Lees & Co (Brewers) Ltd
## 1806 Edward
## 407 Slippery Slope
## 2360 Wet Willy Scotch Ale
## 1794 Lights Out Holiday Ale
## 1955.1 Pearl-Snap
## 2510 Chocolate Oak Aged Yeti
## 2866 Hen's Tooth
## 2113.1 Penetration Porter
## 532.1 1888
## 1621.1 Persimmon Lambic
## 1830 Stone Soup
## 472 Leffe Rossa
## 1456 Oktoberfest
## 97 Pugsley's Signature Series: Barley Wine
## 2822 La Chouffe (Blonde)
## 2436 Tartare
## 244.1 Ename Blond
## 2227 5AM Saint
## 993 Früh Kölsch
## 373 Schneider Weisse Tap 6 Unser Aventinus
## 792.1 Mexican Chocolate Stout
## 2811 St. Feuillien Cuvée De Noël
## 3030 König Ludwig Weiss
## 3079.2 Kapuziner Kristall-Weizen
## 1348 Sam Adams LightBoston Beer Company (Samuel Adams)
## 768 Kirin Shirokirin
## 2363.1 Ol' Red Cease & Desist Wee Heavy Ale
## 1841.1 Cuvée Des Trolls
## 316.1 Maibock
## 3141.1 Juliet
## 1475 Bob's '47 Oktoberfest
## 2609 Bulls Bay Oyster Stout
## 2009 Great Northern
## 1334 Summer Teeth
## 2317.1 Hop Rod Rye
## 1414.2 Axe Head Malt Liquor
## 1440 Saranac Lake Effect Lager
## 434 Pecan Ale
## 2085.1 Birth Of Tragedy
## 2353.1 Smuttynose Scotch Style Ale (Big Beer Series)
## 630 Avant Garde
## 441.1 Dos Perros
## 2188 Gulden Draak 9000 Quadruple
## 2084 Gonzo
## 1654 De Troch Oude Gueuze
## 2028 Smoked Baltic Porter
## 1 Amber
## 1757.3 Colón Rubia
## 1437 Dunkel Lager
## 1609.2 Oud Beersel Oude Kriek Vieille
## 663 Summer Sahti
## 538 Ghost Face Killah
## 3092 Devil's Heart Of Gold
## 822 IPA
## 1261 Yarpivo Strong (Krepkoye)
## 236 Steenbrugge Blond
## 1494 Smoke & Dagger
## 910 Fuller's India Pale Ale
## 259.1 Liberator Doppelbock
## 3147 Riserva
## 327 Spaten Maibock / Premium Bock
## 2154 Rumpkin
## 1478 Copper Legend Octoberfest
## 2981 Franziskaner Hefe-Weisse Dunkel
## 2887 Otter Head
## 1588 Faro
## 1080.1 Schell's Dark
## 1591.1 Tilquin Faro
## 1285 Penn Gold
## 1181 Asahi Dry Black
## 873.1 Anger
## 759 Asahi Honnama Aqua Blue
## 51 Cockeyed Cooper
## 1649 Sour Reserve
## 1348.1 Sam Adams LightBoston Beer Company (Samuel Adams)
## 545 Patty's Chile Beer
## 1004 Geary's Summer Ale
## 2561 Bad King John
## 1227 Elephant Beer
## 2184.1 Christmas Ale
## 1767 Fourth Dementia - Bourbon Barrel-Aged
## 1786 Triple Exultation
## 295 Double Ice Bock
## 1021.2 Red Stripe Jamaican Lager
## 1486 Schell's Oktoberfest
## 1935 Jever Pilsener
## 2114 Gran Sport Porter
## 2838.1 Reinaert Flemish Wild AleDe Proefbrouwerij (bvba Andelot)
## 63.1 Smuttynose Barleywine Style Ale (Big Beer Series)
## 2683.1 Obovoid
## 2847 It's Alive!
## 2204 Box Of Chocolate
## 2936 Shredder's Wheat
## 2714 Imperial Stout Trooper
## 763.1 Orion Southern Star
## 437 Brekle's Brown
## 718 Blue
## 2189.1 Quad
## 1737 Oliver's Dark Horse
## 1718.1 Black CatMoorhouse's Brewery (Burnley) Ltd
## 1748 Hop
## 47.1 Flying Mouflan
## 1805 Peeper
## 1855 DBA (Double Barrel Ale)
## 2860 Yorkshire StingoSamuel Smith Old Brewery (Tadcaster)
## 3086 Anniversary Ale
## 645 Southampton Biere De Garde
## 80 Blithering Idiot
## 1779.1 Autumn Ale
## 3154 Maracaibo Especial
## 10 Organic Münster Alt
## 335 Heller Bock Saphir
## 2802 Abbaye Des Rocs Grand Cru Belgian Special Brown
## 661 Lammin Sahtia
## 1013.1 Kolsch
## 1177 Staropramen Granat Beer
## 1601 Kriek
## 1001 Karnival Kolsch
## 570 Derailed Black Cherry Cream Ale
## 2281 Amber Ale
## 2505 Hunahpu's Imperial Stout
## 2718 Bourbon Barrel Aged Siberian Night Imperial Stout
## 147.1 Long Haul Session Ale
## 1843 Fatty Boombalatty
## 3107 Red & White
## 1561.1 Dynamo Copper Lager
## 1070.1 ZiegenBock Amber
## 3128.1 Kronenbourg 1664 Blanc
## 1942 Stiegl Pils
## 3049 Hefeweizen
## 1028.1 Tecate
## 2466 Red Poppy
## 1044 Keystone IceCoors Brewing Company (Molson-Coors)
## 1441 Hirter Morchl
## 2740.2 Mother's Milk Stout
## 2139 Smoked Porter
## 593 Père Jacques
## 1218.1 Yanjing Beer
## 112 Lord Rear Admiral
## 704 Purple Haze
## 14 Copperhead Ale
## 1886.1 Unfiltered Double Barrel Ale
## 423 Palo Santo Marron
## 1045 Old Style
## 523 The Citizen
## 2896.1 Tripel Karmeliet
## 99 Double Old Thumper Ale
## 2203 St. Amatus 12
## 2617 Guinness Draught
## 465 Bière De Noël
## 1958 Almaza Pilsner Beer
## 3164.1 Winter Warmer
## 12 Gerst Amber
## 1353 Tsingtao Beer
## 917 Greene King IPA
## 1162.3 Beerlao Dark
## 743 Bog Water
## 1575 Shiner Bavarian Style Amber
## 518 Oscura
## 220.1 Devotion
## 1552 Red Lager
## 1107.1 Henry Weinhard's Private Reserve
## 2370.1 Outta Kilter
## 1966.1 Imperial Spruce India Pilsner
## 1424 Penn Dark
## 1524 Mönchshof Schwarzbier
## 1946 Wernesgruner
## 1661.1 Bruocsella (1900) Grand Cru
## 1792 Old Woody
## 1392.1 Magnum
## 599 Trappist Achel 8° Bruin
## 2467 La Roja
## 3138 Beatification
## 1247 Tatra MocneZywiec Breweries PLC (Heineken)
## 1108 Supper Club
## 2721 Northwind
## 1692 Beck's Non-Alcoholic
## 249 Pater Lieven Blond
## 1023.1 Dos Equis Special Lager
## 2916 Golden Delicious
## 2956 Blue Moon Summer Honey WheatCoors Brewing Company (Molson-Coors)
## 1917.2 Sound Czech
## 3018 Hefe-Weissbier Naturtrüb
## 3188 God Jul
## 1432 Barbarossa Double Dark Lager
## 1009 Shiner Kölsch
## 2356 Wee Heavy - Barrel-Aged
## 2386 Twisted Kilt Scotch Ale
## 2646 Three Feet Deep
## 927.1 Lagunitas Sucks
## 1057 Molson Ice
## 1469 Oktoberfest
## 2060 Sly Rye Porter
## 1368 Miller Genuine Draft 64
## 1100.2 Totally Naked
## 2513.1 Beer Geek Brunch Weasel
## 122.1 13 Rebels ESB
## 141.1 Younger's Special Bitter
## Style review_appearance
## 1659 Lambic - Gueuze 3.090909
## 59 Barleywine - American 3.914336
## 1535 Lager - Schwarzbier 4.086957
## 1598 Lambic - Fruit 4.357708
## 2662 Stout - Oatmeal 4.340064
## 1566 Lager - Vienna 3.500000
## 2019 Porter - Baltic 3.906193
## 1445 Lager - Munich Dunkel 3.325581
## 2992 Wheat Beer - Dunkelweizen 4.000000
## 2156 Pumpkin Beer 3.933673
## 2191 Quadrupel (Quad) 3.772866
## 2584 Stout - Foreign / Export 4.050388
## 2016 Porter - American 4.166667
## 2597 Stout - Foreign / Export 4.062500
## 2868 Strong Ale - English 3.513072
## 1129 Lager - European / Dortmunder Export 3.396341
## 1379 Lager - Light 2.662791
## 1960 Pilsner - German 3.607143
## 428 Brown Ale - American 4.000839
## 2329 Rye Beer 3.500000
## 418 Braggot 4.000000
## 658 Farmhouse Ale - Sahti 3.759298
## 845 IPA - Belgian 4.085973
## 2838 Strong Ale - Belgian Pale 3.954733
## 1313 Lager - Japanese Rice 2.961240
## 2461 Sour - Flanders Oud Bruin 3.771429
## 2085 Porter - Imperial 3.965517
## 265 Bock - Doppelbock 3.921958
## 2327 Rye Beer 4.125000
## 2738 Stout - Sweet / Milk 3.884615
## 1543 Lager - Schwarzbier 3.666667
## 3024 Wheat Beer - Hefeweizen 4.211180
## 116 Bitter - English Extra Special / Strong Bitter (ESB) 3.785714
## 1093 Lager - American Amber / Red 3.875000
## 2090 Porter - Imperial 4.136364
## 7 Altbier 3.637097
## 1750 Mild Ale - English Pale 3.375000
## 425 Brown Ale - American 3.803050
## 2720 Stout - Russian Imperial 3.820000
## 2641 Stout - Irish Dry 4.252688
## 1002 Kölsch 3.796610
## 190 Blonde Ale - American 3.079710
## 2333 Rye Beer 3.750000
## 1100 Lager - American 3.642857
## 2673 Stout - Oatmeal 3.887692
## 2174 Pumpkin Beer 3.717742
## 1402 Lager - Malt Liquor 2.661290
## 919 IPA - English 3.803571
## 2925 Tripel 3.763393
## 3038 Wheat Beer - Hefeweizen 4.132296
## 2006 Porter - American 4.166667
## 918 IPA - English 3.657895
## 1744 Mild Ale - English Pale 3.765152
## 2346 Scotch Ale / Wee Heavy 4.081374
## 1808 Pale Ale - American 4.046460
## 3072 Wheat Beer - Kristallweizen 3.750000
## 1425 Lager - Munich Dunkel 3.928571
## 549 Chile Beer 3.529412
## 40 Barleywine - American 3.932262
## 1335 Lager - Kellerbier / Zwickelbier 3.495283
## 1512 Lager - Rauchbier 3.730769
## 66 Barleywine - American 3.845238
## 2522 Stout - American Imperial 4.375000
## 2353 Scotch Ale / Wee Heavy 3.964912
## 1675 Lambic - Traditional 4.250000
## 1991 Porter - American 3.790070
## 508 Brown Ale - English 4.000000
## 2893 Tripel 3.677961
## 620 Dubbel 3.742647
## 2123 Porter - Smoked 3.933333
## 284 Bock - Doppelbock 4.184524
## 2621 Stout - Irish Dry 4.106481
## 537 Chile Beer 3.732436
## 2569 Stout - English 3.500000
## 1493 Lager - Rauchbier 4.056620
## 2995 Wheat Beer - Dunkelweizen 3.437500
## 1188 Lager - European Pale 3.277690
## 2852 Strong Ale - Belgian Pale 4.218531
## 1112 Lager - American 3.680233
## 2667 Stout - Oatmeal 4.031068
## 1835 Pale Ale - Belgian 3.837838
## 468 Brown Ale - Belgian Dark 4.086957
## 1886 Pale Ale - English 4.062500
## 1850 Pale Ale - Belgian 3.378505
## 1752 Mild Ale - English Pale 3.333333
## 2239 Red Ale - American Amber / Red 3.875000
## 3012 Wheat Beer - Dunkelweizen 3.458333
## 167 Bitter - English 3.949153
## 1746 Mild Ale - English Pale 3.000000
## 3196 Winter Warmer 3.885057
## 293 Bock - Eisbock 4.111111
## 2027 Porter - Baltic 4.105000
## 688 Farmhouse Ale - Saison 3.949541
## 106 Bitter - English Extra Special / Strong Bitter (ESB) 3.746587
## 2189 Quadrupel (Quad) 3.756018
## 3095 Wheat Beer - Wheatwine 4.105263
## 2786 Strong Ale - Belgian Dark 3.960815
## 2106 Porter - Robust 4.000000
## 3144 Wild Ale 4.164740
## 924 IPA - English 3.859649
## 220 Blonde Ale - Belgian 3.970356
## 1222 Lager - European Pale 2.993333
## 610 Dubbel 3.880000
## 1977 Pilsner - Imperial 3.920000
## 31 Altbier 3.833333
## 1719 Mild Ale - English Dark 3.621622
## 1961 Pilsner - German 3.763158
## 2038 Porter - Baltic 3.888889
## 2105 Porter - Robust 2.500000
## 788 Herb and Spice Beer 3.645299
## 2990 Wheat Beer - Dunkelweizen 4.041667
## 1677 Lambic - Traditional 3.600000
## 2836 Strong Ale - Belgian Pale 3.556213
## 1445.1 Lager - Munich Dunkel 3.325581
## 1092 Lager - American Amber / Red 3.589286
## 2053 Porter - English 3.800261
## 2441 Sour - Berliner Weisse 3.861111
## 242 Blonde Ale - Belgian 3.462500
## 2828 Strong Ale - Belgian Pale 3.970917
## 1362 Lager - Light 2.240566
## 2890 Strong Ale - English 3.750000
## 483 Brown Ale - English 3.699430
## 2323 Rye Beer 3.962567
## 262 Bock - Doppelbock 4.031447
## 1404 Lager - Malt Liquor 3.708333
## 517 California Common / Steam Beer 4.000000
## 792 Herb and Spice Beer 3.875000
## 2105.1 Porter - Robust 2.500000
## 95 Barleywine - English 3.620000
## 3195 Winter Warmer 3.711538
## 1168 Lager - European Dark 4.041667
## 1123 Lager - European / Dortmunder Export 2.933071
## 2715 Stout - Russian Imperial 4.333733
## 891 IPA - English 4.017806
## 105 Bitter - English Extra Special / Strong Bitter (ESB) 3.813594
## 1924 Pilsner - German 3.952764
## 2834 Strong Ale - Belgian Pale 3.797535
## 1577 Lager - Vienna 3.666667
## 2313 Rye Beer - Roggenbier 3.500000
## 2333.1 Rye Beer 3.750000
## 2767 Strong Ale - American 3.793427
## 2156.1 Pumpkin Beer 3.933673
## 1676 Lambic - Traditional 4.625000
## 2230 Red Ale - American Amber / Red 4.026515
## 2973 Wheat Beer - American Pale 3.782051
## 2577 Stout - English 3.443182
## 1875 Pale Ale - English 3.666667
## 1590 Lambic - Faro 3.625000
## 1344 Lager - Light 2.011521
## 2321 Rye Beer 3.761667
## 854 IPA - Belgian 4.047619
## 1414 Lager - Malt Liquor 3.035714
## 2641.1 Stout - Irish Dry 4.252688
## 857 IPA - Belgian 3.852381
## 1869 Pale Ale - English 3.489418
## 2915 Tripel 3.500000
## 2728 Stout - Sweet / Milk 4.053672
## 2317 Rye Beer 4.295609
## 1366 Lager - Light 2.384615
## 1132 Lager - European / Dortmunder Export 3.641509
## 1361 Lager - Light 2.191558
## 2338 Scotch Ale / Wee Heavy 3.937702
## 3034 Wheat Beer - Hefeweizen 3.629412
## 2144 Porter - Smoked 3.772727
## 2274 Red Ale - Irish 3.808511
## 2224 Red Ale - American Amber / Red 3.536667
## 1438 Lager - Munich Dunkel 3.875000
## 1589 Lambic - Faro 3.642857
## 1626 Lambic - Fruit 3.743243
## 1026 Lager - Adjunct 2.690280
## 665 Farmhouse Ale - Sahti 4.000000
## 130 Bitter - English Extra Special / Strong Bitter (ESB) 3.666667
## 179 Bière de Champagne / Bière Brut 4.111111
## 175 Bitter - English 3.907895
## 151 Bitter - English 3.878788
## 1803 Pale Ale - American 3.634652
## 2725 Stout - Russian Imperial 4.138009
## 2180 Quadrupel (Quad) 3.916667
## 2977 Wheat Beer - American Pale 3.458333
## 1278 Lager - Helles 3.620000
## 1021 Lager - Adjunct 2.992729
## 1609 Lambic - Fruit 4.293173
## 2810 Strong Ale - Belgian Dark 4.018072
## 271 Bock - Doppelbock 3.903409
## 713 Fruit and Field Beer 3.325163
## 1162 Lager - European Dark 3.476744
## 2220 Red Ale - American Amber / Red 3.403061
## 3176 Winter Warmer 3.960145
## 3051 Wheat Beer - Hefeweizen 3.701852
## 2342 Scotch Ale / Wee Heavy 3.806011
## 717 Fruit and Field Beer 3.888889
## 2881 Strong Ale - English 3.931034
## 166 Bitter - English 3.718750
## 2638 Stout - Irish Dry 3.785714
## 556 Chile Beer 4.076923
## 3142 Wild Ale 3.790373
## 2745 Strong Ale - American 3.955142
## 1981 Porter - American 4.500000
## 2834.1 Strong Ale - Belgian Pale 3.797535
## 1773 Old Ale 4.175000
## 984 Kvass 3.250000
## 2933 Wheat Beer - American Dark 4.000000
## 3032 Wheat Beer - Hefeweizen 3.306763
## 161 Bitter - English 3.923077
## 2864 Strong Ale - English 4.015789
## 1399 Lager - Malt Liquor 2.864865
## 3160 Winter Warmer 4.093520
## 161.1 Bitter - English 3.923077
## 2399 Scottish Ale 3.761905
## 2819 Strong Ale - Belgian Pale 3.920966
## 887 IPA - Black / Cascadian Dark Ale 4.055556
## 2096 Porter - Imperial 4.485294
## 2481 Sour - Flanders Red Ale 3.000000
## 2032 Porter - Baltic 3.833333
## 2078 Porter - English 3.719512
## 2112 Porter - Robust 3.907407
## 2322 Rye Beer 3.897887
## 2680 Stout - Oatmeal 4.270833
## 1615 Lambic - Fruit 4.213235
## 1546 Lager - Schwarzbier 4.071429
## 2995.1 Wheat Beer - Dunkelweizen 3.437500
## 1962 Pilsner - Imperial 4.200704
## 120 Bitter - English Extra Special / Strong Bitter (ESB) 3.961326
## 2167 Pumpkin Beer 3.984848
## 264 Bock - Doppelbock 3.664384
## 1220 Lager - European Pale 2.900000
## 37 Altbier 3.900000
## 2399.1 Scottish Ale 3.761905
## 558 Chile Beer 3.562500
## 2198 Quadrupel (Quad) 3.986111
## 3091 Wheat Beer - Wheatwine 3.818182
## 298 Bock - Eisbock 4.000000
## 63 Barleywine - American 3.967290
## 510 Brown Ale - English 3.785714
## 1985 Porter - American 4.047486
## 2556 Stout - English 3.894737
## 2239.1 Red Ale - American Amber / Red 3.875000
## 2372 Scottish Ale 4.013142
## 1434 Lager - Munich Dunkel 3.937500
## 2043 Porter - Baltic 3.857143
## 1796 Old Ale 3.472222
## 397 Bock - Weizenbock 3.333333
## 962 IPA - New England 4.304196
## 2839 Strong Ale - Belgian Pale 3.643590
## 2892 Tripel 4.193919
## 2304 Rye Beer - Roggenbier 4.666667
## 476 Brown Ale - English 4.124905
## 1023 Lager - Adjunct 2.757862
## 1418 Lager - Munich Dunkel 3.572650
## 331 Bock - Maibock 3.880682
## 2449 Sour - Flanders Oud Bruin 3.772727
## 1106 Lager - American 3.120690
## 2921 Tripel 3.810680
## 2959 Wheat Beer - American Pale 3.620408
## 1732 Mild Ale - English Dark 3.750000
## 190.1 Blonde Ale - American 3.079710
## 127 Bitter - English Extra Special / Strong Bitter (ESB) 3.666667
## 2470 Sour - Flanders Red Ale 3.945652
## 728 Fruit and Field Beer 2.948220
## 1100.1 Lager - American 3.642857
## 1645 Lambic - Gueuze 4.333333
## 1850.1 Pale Ale - Belgian 3.378505
## 2732 Stout - Sweet / Milk 4.026055
## 1414.1 Lager - Malt Liquor 3.035714
## 332 Bock - Maibock 4.150000
## 2528 Stout - American 3.966667
## 1569 Lager - Vienna 3.758621
## 2344 Scotch Ale / Wee Heavy 4.037383
## 728.1 Fruit and Field Beer 2.948220
## 2642 Stout - Irish Dry 3.844444
## 1189 Lager - European Pale 3.152838
## 123 Bitter - English Extra Special / Strong Bitter (ESB) 3.927711
## 2837 Strong Ale - Belgian Pale 4.166038
## 727 Fruit and Field Beer 3.750000
## 2223 Red Ale - American Amber / Red 3.923507
## 2967 Wheat Beer - American Pale 3.098485
## 1869.1 Pale Ale - English 3.489418
## 1071 Lager - American Amber / Red 3.656250
## 256 Bock - Doppelbock 4.275261
## 1333 Lager - Kellerbier / Zwickelbier 3.927632
## 778 Herb and Spice Beer 3.736948
## 2200 Quadrupel (Quad) 4.123077
## 509 Brown Ale - English 3.469880
## 873 IPA - Black / Cascadian Dark Ale 4.000000
## 1030 Lager - Adjunct 2.976344
## 1598.1 Lambic - Fruit 4.357708
## 2783 Strong Ale - Belgian Dark 4.072251
## 1328 Lager - Japanese Rice 3.000000
## 53 Barleywine - American 3.924296
## 1137 Lager - European / Dortmunder Export 3.205882
## 1917 Pilsner - Bohemian / Czech 3.892857
## 2544 Stout - American 4.100000
## 2598 Stout - Foreign / Export 4.089744
## 638 Farmhouse Ale - Bière de Garde 3.959821
## 595 Dubbel 4.163669
## 1329 Lager - Kellerbier / Zwickelbier 3.666667
## 3013 Wheat Beer - Dunkelweizen 3.818182
## 2876 Strong Ale - English 3.750000
## 733 Fruit and Field Beer 3.013514
## 1389 Lager - Malt Liquor 2.393082
## 1907 Pilsner - Bohemian / Czech 4.190840
## 265.1 Bock - Doppelbock 3.921958
## 489 Brown Ale - English 3.765351
## 2900 Tripel 4.159847
## 1219 Lager - European Pale 3.237288
## 461 Brown Ale - Belgian Dark 3.750000
## 1222.1 Lager - European Pale 2.993333
## 349 Bock - Traditional 3.801075
## 171 Bitter - English 3.590909
## 1286 Lager - Helles 3.133621
## 1635 Lambic - Gueuze 4.126506
## 866 IPA - Black / Cascadian Dark Ale 4.122963
## 1970 Pilsner - Imperial 3.737705
## 1294 Lager - Helles 3.875000
## 1444 Lager - Munich Dunkel 3.868056
## 2403 Scottish Ale 3.700000
## 1966 Pilsner - Imperial 4.033613
## 2795 Strong Ale - Belgian Dark 4.134422
## 1684 Low Alcohol Beer 2.489209
## 1954 Pilsner - German 3.551948
## 2052 Porter - English 4.005618
## 26 Altbier 3.625000
## 1183 Lager - European Dark 3.394737
## 110 Bitter - English Extra Special / Strong Bitter (ESB) 3.982213
## 281 Bock - Doppelbock 3.848684
## 1923 Pilsner - Bohemian / Czech 3.833333
## 497 Brown Ale - English 3.764368
## 484 Brown Ale - English 3.726300
## 2419 Smoked Beer 3.937500
## 147 Bitter - English 3.784722
## 1199 Lager - European Pale 2.931373
## 2232 Red Ale - American Amber / Red 3.824742
## 1768 Old Ale 3.986657
## 1785 Old Ale 3.910714
## 1374 Lager - Light 2.262821
## 2000 Porter - American 3.647059
## 107 Bitter - English Extra Special / Strong Bitter (ESB) 3.817021
## 1933 Pilsner - German 3.724265
## 3050 Wheat Beer - Hefeweizen 3.531100
## 126 Bitter - English Extra Special / Strong Bitter (ESB) 4.007299
## 1154 Lager - European Dark 3.631696
## 475 Brown Ale - Belgian Dark 4.000000
## 2156.2 Pumpkin Beer 3.933673
## 1313.1 Lager - Japanese Rice 2.961240
## 213 Blonde Ale - American 3.566667
## 1544 Lager - Schwarzbier 3.711765
## 448 Brown Ale - American 3.765625
## 577 Cream Ale 3.656250
## 520 California Common / Steam Beer 3.451087
## 2011 Porter - American 3.487179
## 2872 Strong Ale - English 3.821429
## 1600 Lambic - Fruit 4.153846
## 1379.1 Lager - Light 2.662791
## 2986 Wheat Beer - Dunkelweizen 3.900000
## 1322 Lager - Japanese Rice 2.357143
## 2226 Red Ale - American Amber / Red 4.000000
## 967 Kvass 3.875000
## 3062 Wheat Beer - Kristallweizen 3.944030
## 683 Farmhouse Ale - Saison 4.074586
## 2839.1 Strong Ale - Belgian Pale 3.643590
## 2747 Strong Ale - American 4.198592
## 424 Brown Ale - American 3.978537
## 1106.1 Lager - American 3.120690
## 1071.1 Lager - American Amber / Red 3.656250
## 497.1 Brown Ale - English 3.764368
## 1102 Lager - American 3.344595
## 1215 Lager - European Pale 2.890805
## 340 Bock - Traditional 3.229759
## 318 Bock - Maibock 3.918033
## 2398 Scottish Ale 4.000000
## 3003 Wheat Beer - Dunkelweizen 3.880000
## 1154.1 Lager - European Dark 3.631696
## 1430 Lager - Munich Dunkel 3.834646
## 2627 Stout - Irish Dry 3.929204
## 1211 Lager - European Pale 3.322581
## 770 Happoshu 2.500000
## 2081 Porter - English 4.053571
## 2606 Stout - Foreign / Export 4.000000
## 1826 Pale Ale - Belgian 3.618329
## 46 Barleywine - American 4.082633
## 1333.1 Lager - Kellerbier / Zwickelbier 3.927632
## 2098 Porter - Imperial 3.777778
## 100 Barleywine - English 4.177632
## 836 IPA - American 3.750000
## 481 Brown Ale - English 3.906915
## 1662 Lambic - Traditional 4.068182
## 447 Brown Ale - American 3.994208
## 1149 Lager - European / Dortmunder Export 3.000000
## 2983 Wheat Beer - Dunkelweizen 3.630435
## 761 Happoshu 1.857143
## 2997 Wheat Beer - Dunkelweizen 3.833333
## 1634 Lambic - Fruit 3.785714
## 40.1 Barleywine - American 3.932262
## 430 Brown Ale - American 3.910777
## 1609.1 Lambic - Fruit 4.293173
## 1721 Mild Ale - English Dark 3.689024
## 2122 Porter - Smoked 4.003906
## 2577.1 Stout - English 3.443182
## 2241 Red Ale - American Amber / Red 4.062500
## 3019 Wheat Beer - Hefeweizen 3.450863
## 2344.1 Scotch Ale / Wee Heavy 4.037383
## 2086 Porter - Imperial 4.000000
## 2618 Stout - Irish Dry 4.108518
## 1274 Lager - Helles 3.790102
## 319 Bock - Maibock 3.911429
## 1895 Pilsner - Bohemian / Czech 3.709945
## 59.1 Barleywine - American 3.914336
## 989 Kölsch 3.716867
## 729 Fruit and Field Beer 3.484127
## 3084 Wheat Beer - Wheatwine 4.113924
## 615 Dubbel 3.854839
## 1029 Lager - Adjunct 2.791139
## 954 IPA - Imperial 4.174825
## 2476 Sour - Flanders Red Ale 4.060606
## 42 Barleywine - American 4.318956
## 2113 Porter - Robust 3.914634
## 2800 Strong Ale - Belgian Dark 4.073795
## 304 Bock - Maibock 3.892122
## 2184 Quadrupel (Quad) 4.225055
## 907 IPA - English 3.605978
## 1408 Lager - Malt Liquor 2.221154
## 1393 Lager - Malt Liquor 2.820513
## 703 Fruit and Field Beer 4.121671
## 244 Blonde Ale - Belgian 3.700000
## 1405 Lager - Malt Liquor 2.944444
## 2859 Strong Ale - English 4.201238
## 228 Blonde Ale - Belgian 3.904255
## 730 Fruit and Field Beer 3.556962
## 1621 Lambic - Fruit 3.921569
## 1533 Lager - Schwarzbier 3.852564
## 339 Bock - Traditional 3.809759
## 2858 Strong Ale - English 3.928997
## 204 Blonde Ale - American 3.591837
## 489.1 Brown Ale - English 3.765351
## 2761 Strong Ale - American 3.800699
## 1613 Lambic - Fruit 4.060606
## 2591 Stout - Foreign / Export 4.000000
## 2682 Stout - Oatmeal 3.602778
## 2976 Wheat Beer - American Pale 3.428571
## 1917.1 Pilsner - Bohemian / Czech 3.892857
## 278 Bock - Doppelbock 3.764045
## 2826 Strong Ale - Belgian Pale 3.845690
## 2076 Porter - English 3.963964
## 502 Brown Ale - English 3.635417
## 1614 Lambic - Fruit 3.936747
## 258 Bock - Doppelbock 3.735782
## 498 Brown Ale - English 3.611111
## 891.1 IPA - English 4.017806
## 616 Dubbel 3.750000
## 1680 Lambic - Traditional 3.666667
## 501 Brown Ale - English 3.500000
## 2821 Strong Ale - Belgian Pale 3.811144
## 2647 Stout - Irish Dry 4.068966
## 59.2 Barleywine - American 3.914336
## 1354 Lager - Light 1.936798
## 2852.1 Strong Ale - Belgian Pale 4.218531
## 2127 Porter - Smoked 4.000000
## 158 Bitter - English 3.785714
## 1388 Lager - Malt Liquor 2.946078
## 1461 Lager - Märzen / Oktoberfest 3.347007
## 2588 Stout - Foreign / Export 4.222500
## 1977.1 Pilsner - Imperial 3.920000
## 668 Farmhouse Ale - Saison 4.157831
## 1288 Lager - Helles 3.568182
## 38 Altbier 4.062500
## 1056 Lager - Adjunct 2.807692
## 1178 Lager - European Dark 3.338710
## 2293 Red Ale - Irish 3.677778
## 2940 Wheat Beer - American Dark 3.642857
## 1039 Lager - Adjunct 2.556410
## 3165 Winter Warmer 3.827751
## 1957 Pilsner - German 3.794872
## 1768.1 Old Ale 3.986657
## 196 Blonde Ale - American 3.436813
## 252 Bock - Doppelbock 3.904255
## 25 Altbier 3.788462
## 1841 Pale Ale - Belgian 3.481928
## 1345 Lager - Light 2.349815
## 2439 Sour - Berliner Weisse 3.833333
## 2214 Red Ale - American Amber / Red 4.029096
## 2391 Scottish Ale 3.803030
## 361 Bock - Traditional 3.452830
## 621 Dubbel 4.026316
## 1019 Lager - Adjunct 2.291058
## 1396 Lager - Malt Liquor 2.846939
## 2969 Wheat Beer - American Pale 3.402326
## 259 Bock - Doppelbock 4.236842
## 1114 Lager - American 3.359281
## 1596 Lambic - Fruit 4.109431
## 3079 Wheat Beer - Kristallweizen 3.285714
## 1834 Pale Ale - Belgian 4.017857
## 574 Cream Ale 4.500000
## 2544.1 Stout - American 4.100000
## 1982 Porter - American 4.061303
## 1462 Lager - Märzen / Oktoberfest 4.008606
## 1757 Mild Ale - English Pale 3.166667
## 2411 Smoked Beer 3.731818
## 2049 Porter - English 3.979681
## 1174 Lager - European Dark 3.710526
## 458 Brown Ale - Belgian Dark 3.777778
## 305 Bock - Maibock 3.598592
## 1341 Lager - Kellerbier / Zwickelbier 3.871795
## 826 IPA - American 4.002200
## 1033 Lager - Adjunct 2.136364
## 1286.1 Lager - Helles 3.133621
## 2244 Red Ale - Imperial 4.121123
## 678 Farmhouse Ale - Saison 4.031381
## 2741 Stout - Sweet / Milk 4.177119
## 313 Bock - Maibock 3.739362
## 637 Farmhouse Ale - Bière de Garde 3.817391
## 452 Brown Ale - Belgian Dark 3.685065
## 1257 Lager - European Strong 3.742424
## 1157 Lager - European Dark 3.564583
## 2248 Red Ale - Imperial 4.132143
## 1940 Pilsner - German 3.796943
## 2883 Strong Ale - English 3.714286
## 193 Blonde Ale - American 2.661355
## 2730 Stout - Sweet / Milk 3.700000
## 1260 Lager - European Strong 3.160714
## 1630 Lambic - Fruit 3.468750
## 2851 Strong Ale - Belgian Pale 3.801587
## 725 Fruit and Field Beer 3.635983
## 482 Brown Ale - English 3.993506
## 2343 Scotch Ale / Wee Heavy 4.104749
## 2279 Red Ale - Irish 3.621849
## 1567 Lager - Vienna 3.319588
## 2500 Stout - American Imperial 4.375000
## 1443 Lager - Munich Dunkel 3.869565
## 52 Barleywine - American 3.912069
## 347 Bock - Traditional 3.671756
## 2090.1 Porter - Imperial 4.136364
## 1105 Lager - American 3.767296
## 2741.1 Stout - Sweet / Milk 4.177119
## 365 Bock - Traditional 3.935484
## 959 IPA - Imperial 3.938484
## 1562 Lager - Vienna 3.562500
## 2306 Rye Beer - Roggenbier 3.500000
## 2961 Wheat Beer - American Pale 3.077160
## 550 Chile Beer 3.142857
## 1952 Pilsner - German 3.685976
## 1072 Lager - American Amber / Red 3.728395
## 1829 Pale Ale - Belgian 3.874088
## 2372.1 Scottish Ale 4.013142
## 2666 Stout - Oatmeal 3.926916
## 616.1 Dubbel 3.750000
## 2501 Stout - American Imperial 4.111610
## 2937 Wheat Beer - American Dark 3.000000
## 2196 Quadrupel (Quad) 3.842912
## 866.1 IPA - Black / Cascadian Dark Ale 4.122963
## 1580 Lager - Vienna 3.371795
## 5 Altbier 3.973958
## 1517 Lager - Schwarzbier 3.890228
## 2363 Scotch Ale / Wee Heavy 3.708333
## 1604 Lambic - Fruit 4.218391
## 1278.1 Lager - Helles 3.620000
## 1663 Lambic - Traditional 3.968750
## 3066 Wheat Beer - Kristallweizen 3.705882
## 2324 Rye Beer 3.849372
## 1405.1 Lager - Malt Liquor 2.944444
## 2164 Pumpkin Beer 3.454545
## 2451 Sour - Flanders Oud Bruin 3.875000
## 1162.1 Lager - European Dark 3.476744
## 555 Chile Beer 3.750000
## 1287 Lager - Helles 3.900000
## 1626.1 Lambic - Fruit 3.743243
## 946 IPA - Imperial 4.113680
## 1555 Lager - Vienna 3.660000
## 467 Brown Ale - Belgian Dark 3.937500
## 1244 Lager - European Strong 2.818182
## 3058 Wheat Beer - Kristallweizen 4.066451
## 2880 Strong Ale - English 4.000000
## 1535.1 Lager - Schwarzbier 4.086957
## 595.1 Dubbel 4.163669
## 2073 Porter - English 3.994624
## 2581 Stout - Foreign / Export 4.299853
## 345 Bock - Traditional 3.900000
## 2791 Strong Ale - Belgian Dark 4.185300
## 1320 Lager - Japanese Rice 2.812500
## 771 Happoshu 3.000000
## 1476 Lager - Märzen / Oktoberfest 3.727459
## 354 Bock - Traditional 3.916667
## 3157 Wild Ale 3.994845
## 2351 Scotch Ale / Wee Heavy 3.783379
## 94 Barleywine - English 3.980769
## 278.1 Bock - Doppelbock 3.764045
## 2260 Red Ale - Imperial 4.000000
## 2763 Strong Ale - American 3.909091
## 1056.1 Lager - Adjunct 2.807692
## 1039.1 Lager - Adjunct 2.556410
## 3007 Wheat Beer - Dunkelweizen 3.750000
## 1149.1 Lager - European / Dortmunder Export 3.000000
## 37.1 Altbier 3.900000
## 96 Barleywine - English 3.821429
## 1192 Lager - European Pale 3.014252
## 2988 Wheat Beer - Dunkelweizen 3.593878
## 2604 Stout - Foreign / Export 4.400000
## 2726 Stout - Russian Imperial 4.318408
## 300 Bock - Eisbock 4.000000
## 2135 Porter - Smoked 3.600000
## 2133 Porter - Smoked 3.933333
## 939 IPA - Imperial 3.916433
## 3059 Wheat Beer - Kristallweizen 3.001111
## 2492 Stout - American Imperial 4.396761
## 2851.1 Strong Ale - Belgian Pale 3.801587
## 1352 Lager - Light 2.500000
## 2234 Red Ale - American Amber / Red 3.771429
## 268 Bock - Doppelbock 3.833333
## 2434 Sour - Berliner Weisse 3.951970
## 1035 Lager - Adjunct 2.490937
## 985 Kölsch 3.508393
## 2500.1 Stout - American Imperial 4.375000
## 430.1 Brown Ale - American 3.910777
## 6 Altbier 4.007937
## 110.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.982213
## 364 Bock - Traditional 3.666667
## 1288.1 Lager - Helles 3.568182
## 2698 Stout - Russian Imperial 4.119329
## 459 Brown Ale - Belgian Dark 3.658730
## 515 Brown Ale - English 3.672414
## 178 Bière de Champagne / Bière Brut 4.311419
## 1245 Lager - European Strong 2.987500
## 242.1 Blonde Ale - Belgian 3.462500
## 2535 Stout - American 4.047170
## 2097 Porter - Imperial 4.400000
## 1021.1 Lager - Adjunct 2.992729
## 1850.2 Pale Ale - Belgian 3.378505
## 847 IPA - Belgian 3.614583
## 530 California Common / Steam Beer 3.500000
## 715 Fruit and Field Beer 3.458333
## 1218 Lager - European Pale 2.830275
## 107.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.817021
## 2681 Stout - Oatmeal 3.847423
## 577.1 Cream Ale 3.656250
## 1933.1 Pilsner - German 3.724265
## 1731 Mild Ale - English Dark 3.615385
## 2766 Strong Ale - American 3.801282
## 18 Altbier 3.888889
## 1533.1 Lager - Schwarzbier 3.852564
## 896 IPA - English 3.716578
## 191 Blonde Ale - American 3.471576
## 1291 Lager - Helles 3.519737
## 2197 Quadrupel (Quad) 3.731076
## 1534 Lager - Schwarzbier 4.000000
## 1617 Lambic - Fruit 3.714744
## 648 Farmhouse Ale - Bière de Garde 3.961538
## 219 Blonde Ale - Belgian 4.218056
## 2065 Porter - English 3.500000
## 78 Barleywine - English 4.057292
## 2229 Red Ale - American Amber / Red 4.102273
## 573 Cream Ale 3.011029
## 1022 Lager - Adjunct 2.646067
## 2361 Scotch Ale / Wee Heavy 3.838028
## 1516 Lager - Rauchbier 3.937500
## 221 Blonde Ale - Belgian 3.843643
## 624 Dubbel 3.656250
## 137 Bitter - English 3.768966
## 46.1 Barleywine - American 4.082633
## 312 Bock - Maibock 3.872951
## 1481 Lager - Märzen / Oktoberfest 3.711982
## 359 Bock - Traditional 3.647436
## 1107 Lager - American 3.250000
## 2976.1 Wheat Beer - American Pale 3.428571
## 1888 Pale Ale - English 3.513793
## 1760 Mild Ale - English Pale 3.666667
## 334 Bock - Maibock 3.666667
## 995 Kölsch 3.987805
## 787 Herb and Spice Beer 3.664286
## 702 Fruit and Field Beer 3.895695
## 1687 Low Alcohol Beer 2.067568
## 2681.1 Stout - Oatmeal 3.847423
## 109 Bitter - English Extra Special / Strong Bitter (ESB) 3.873512
## 2683 Stout - Oatmeal 4.166667
## 2323.1 Rye Beer 3.962567
## 2975 Wheat Beer - American Pale 3.854167
## 2086.1 Porter - Imperial 4.000000
## 1581 Lager - Vienna 3.750000
## 1701 Low Alcohol Beer 2.968750
## 2162 Pumpkin Beer 3.809140
## 820 IPA - American 4.114583
## 1309 Lager - Japanese Rice 3.010000
## 1542 Lager - Schwarzbier 3.868421
## 3118 Wheat Beer - Witbier 3.815789
## 2809 Strong Ale - Belgian Dark 3.893701
## 285 Bock - Doppelbock 3.775000
## 984.1 Kvass 3.250000
## 882 IPA - Black / Cascadian Dark Ale 4.125000
## 175.1 Bitter - English 3.907895
## 2133.1 Porter - Smoked 3.933333
## 854.1 IPA - Belgian 4.047619
## 229 Blonde Ale - Belgian 3.835443
## 2607 Stout - Foreign / Export 3.750000
## 3023 Wheat Beer - Hefeweizen 4.106838
## 2246 Red Ale - Imperial 4.171070
## 3101 Wheat Beer - Witbier 3.866707
## 2941 Wheat Beer - American Dark 4.000000
## 1355 Lager - Light 2.568817
## 1856 Pale Ale - English 3.654197
## 1293 Lager - Helles 3.423077
## 1079 Lager - American Amber / Red 3.779070
## 2912 Tripel 4.016234
## 29 Altbier 4.194444
## 160 Bitter - English 3.710145
## 2503 Stout - American Imperial 3.843956
## 1545 Lager - Schwarzbier 3.606061
## 1521 Lager - Schwarzbier 3.813076
## 2046 Porter - English 4.098690
## 758 Happoshu 3.125000
## 324 Bock - Maibock 3.647059
## 2276 Red Ale - Irish 3.920561
## 740 Gruit / Ancient Herbed Ale 3.578512
## 3026 Wheat Beer - Hefeweizen 4.236986
## 2446 Sour - Flanders Oud Bruin 3.948827
## 241 Blonde Ale - Belgian 3.572917
## 2715.1 Stout - Russian Imperial 4.333733
## 1584 Lambic - Faro 3.875000
## 1672 Lambic - Traditional 4.000000
## 621.1 Dubbel 4.026316
## 2319 Rye Beer 4.086918
## 154 Bitter - English 3.758929
## 2391.1 Scottish Ale 3.803030
## 3043 Wheat Beer - Hefeweizen 3.649485
## 409 Braggot 4.357143
## 1517.1 Lager - Schwarzbier 3.890228
## 1822 Pale Ale - Belgian 4.364513
## 2151 Pumpkin Beer 3.863014
## 1332 Lager - Kellerbier / Zwickelbier 3.808176
## 2809.1 Strong Ale - Belgian Dark 3.893701
## 2922 Tripel 4.219072
## 3128 Wheat Beer - Witbier 2.810345
## 2133.2 Porter - Smoked 3.933333
## 1366.1 Lager - Light 2.384615
## 440 Brown Ale - American 3.988055
## 1366.2 Lager - Light 2.384615
## 3019.1 Wheat Beer - Hefeweizen 3.450863
## 1713 Low Alcohol Beer 4.000000
## 1070 Lager - American Amber / Red 3.119835
## 2541 Stout - American 4.209677
## 2731 Stout - Sweet / Milk 3.821839
## 35 Altbier 4.238095
## 3090 Wheat Beer - Wheatwine 3.887097
## 2923 Tripel 4.135747
## 2943 Wheat Beer - American Dark 4.000000
## 869 IPA - Black / Cascadian Dark Ale 4.147277
## 1948 Pilsner - German 3.669767
## 2960 Wheat Beer - American Pale 3.428826
## 340.1 Bock - Traditional 3.229759
## 646 Farmhouse Ale - Bière de Garde 3.819444
## 2530 Stout - American 4.142045
## 1399.1 Lager - Malt Liquor 2.864865
## 974 Kvass 3.071429
## 52.1 Barleywine - American 3.912069
## 1561 Lager - Vienna 3.808333
## 2724 Stout - Russian Imperial 4.324228
## 651 Farmhouse Ale - Bière de Garde 3.877049
## 288 Bock - Doppelbock 4.224138
## 1051 Lager - Adjunct 2.815476
## 2992.1 Wheat Beer - Dunkelweizen 4.000000
## 836.1 IPA - American 3.750000
## 1011 Kölsch 3.732877
## 181 Bière de Champagne / Bière Brut 4.194444
## 1365 Lager - Light 2.437500
## 567 Cream Ale 2.960993
## 1598.2 Lambic - Fruit 4.357708
## 1774 Old Ale 4.043956
## 2099 Porter - Imperial 4.000000
## 1957.1 Pilsner - German 3.794872
## 1162.2 Lager - European Dark 3.476744
## 2049.1 Porter - English 3.979681
## 919.1 IPA - English 3.803571
## 1139 Lager - European / Dortmunder Export 3.000000
## 714 Fruit and Field Beer 2.909524
## 2774 Strong Ale - American 3.928571
## 1191 Lager - European Pale 3.021845
## 2880.1 Strong Ale - English 4.000000
## 1374.1 Lager - Light 2.262821
## 186 Blonde Ale - American 3.824121
## 352 Bock - Traditional 3.693548
## 627 Farmhouse Ale - Bière de Garde 3.732227
## 921 IPA - English 3.738095
## 869.1 IPA - Black / Cascadian Dark Ale 4.147277
## 2458 Sour - Flanders Oud Bruin 3.833333
## 2969.1 Wheat Beer - American Pale 3.402326
## 2237 Red Ale - American Amber / Red 3.849785
## 1865 Pale Ale - English 3.673469
## 2950 Wheat Beer - American Pale 3.430769
## 3037 Wheat Beer - Hefeweizen 3.980000
## 3016 Wheat Beer - Hefeweizen 4.380363
## 310 Bock - Maibock 3.528369
## 2439.1 Sour - Berliner Weisse 3.833333
## 2429 Smoked Beer 3.583333
## 2873 Strong Ale - English 4.187500
## 1028 Lager - Adjunct 2.732990
## 248 Blonde Ale - Belgian 3.352941
## 490 Brown Ale - English 3.647887
## 1631 Lambic - Fruit 3.618644
## 2610 Stout - Foreign / Export 4.055556
## 2533 Stout - American 3.688732
## 3124 Wheat Beer - Witbier 3.291262
## 141 Bitter - English 3.846154
## 2567 Stout - English 3.855263
## 2355 Scotch Ale / Wee Heavy 3.936508
## 3012.1 Wheat Beer - Dunkelweizen 3.458333
## 844 IPA - Belgian 4.309735
## 329 Bock - Maibock 3.687500
## 3041 Wheat Beer - Hefeweizen 3.868421
## 1422 Lager - Munich Dunkel 3.673203
## 1217 Lager - European Pale 2.559633
## 1000 Kölsch 4.076923
## 2997.1 Wheat Beer - Dunkelweizen 3.833333
## 1657 Lambic - Gueuze 3.884615
## 823 IPA - American 4.114961
## 1263 Lager - European Strong 3.136364
## 616.2 Dubbel 3.750000
## 2311 Rye Beer - Roggenbier 3.625000
## 2960.1 Wheat Beer - American Pale 3.428826
## 1962.1 Pilsner - Imperial 4.200704
## 1267 Lager - Helles 3.755155
## 3004 Wheat Beer - Dunkelweizen 4.171429
## 201 Blonde Ale - American 3.473451
## 286 Bock - Doppelbock 4.041667
## 2588.1 Stout - Foreign / Export 4.222500
## 1519 Lager - Schwarzbier 3.659353
## 75 Barleywine - American 3.987952
## 2962 Wheat Beer - American Pale 3.554152
## 2751 Strong Ale - American 4.168547
## 204.1 Blonde Ale - American 3.591837
## 1541 Lager - Schwarzbier 3.680851
## 146 Bitter - English 3.690476
## 1714 Low Alcohol Beer 2.625000
## 2451.1 Sour - Flanders Oud Bruin 3.875000
## 1202 Lager - European Pale 2.859375
## 2377 Scottish Ale 3.594276
## 2642.1 Stout - Irish Dry 3.844444
## 1374.2 Lager - Light 2.262821
## 2798 Strong Ale - Belgian Dark 3.986441
## 56 Barleywine - American 3.852814
## 2270 Red Ale - Irish 3.857143
## 2558 Stout - English 3.953608
## 1779 Old Ale 3.630872
## 2616 Stout - Foreign / Export 3.660000
## 2290 Red Ale - Irish 3.725000
## 3076 Wheat Beer - Kristallweizen 3.812500
## 2034 Porter - Baltic 3.967391
## 658.1 Farmhouse Ale - Sahti 3.759298
## 1517.2 Lager - Schwarzbier 3.890228
## 2703 Stout - Russian Imperial 4.151679
## 2504 Stout - American Imperial 3.928571
## 3170 Winter Warmer 3.616314
## 2643 Stout - Irish Dry 3.889831
## 144 Bitter - English 3.451923
## 1049 Lager - Adjunct 2.900524
## 2278 Red Ale - Irish 3.743902
## 2221 Red Ale - American Amber / Red 3.958955
## 899 IPA - English 3.693182
## 640 Farmhouse Ale - Bière de Garde 3.750000
## 37.2 Altbier 3.900000
## 1582 Lager - Vienna 2.928571
## 66.1 Barleywine - American 3.845238
## 380 Bock - Weizenbock 4.011905
## 2082 Porter - English 3.761905
## 2611 Stout - Foreign / Export 4.166667
## 1961.1 Pilsner - German 3.763158
## 2195 Quadrupel (Quad) 4.212766
## 2058 Porter - English 3.642857
## 1378 Lager - Light 3.000000
## 1883 Pale Ale - English 3.701299
## 2259 Red Ale - Imperial 4.100000
## 88 Barleywine - English 3.808252
## 1586 Lambic - Faro 3.940000
## 1384 Lager - Malt Liquor 2.772727
## 2373 Scottish Ale 4.000000
## 1901 Pilsner - Bohemian / Czech 3.693182
## 820.1 IPA - American 4.114583
## 710 Fruit and Field Beer 3.865991
## 2000.1 Porter - American 3.647059
## 2963 Wheat Beer - American Pale 3.273481
## 329.1 Bock - Maibock 3.687500
## 702.1 Fruit and Field Beer 3.895695
## 2418 Smoked Beer 3.200000
## 624.1 Dubbel 3.656250
## 1811 Pale Ale - American 3.744491
## 277 Bock - Doppelbock 3.838095
## 464 Brown Ale - Belgian Dark 3.826087
## 47 Barleywine - American 4.133696
## 601 Dubbel 4.000000
## 561 Cream Ale 3.552013
## 2912.1 Tripel 4.016234
## 1751 Mild Ale - English Pale 3.571429
## 3179 Winter Warmer 3.760000
## 778.1 Herb and Spice Beer 3.736948
## 1228 Lager - European Strong 3.120640
## 3001 Wheat Beer - Dunkelweizen 3.974359
## 1164 Lager - European Dark 3.960000
## 996 Kölsch 3.215000
## 2959.1 Wheat Beer - American Pale 3.620408
## 55 Barleywine - American 3.785714
## 1528 Lager - Schwarzbier 4.029412
## 2604.1 Stout - Foreign / Export 4.400000
## 2636 Stout - Irish Dry 3.785714
## 2904 Tripel 3.875940
## 2900.1 Tripel 4.159847
## 116.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.785714
## 206 Blonde Ale - American 3.427083
## 340.2 Bock - Traditional 3.229759
## 1529 Lager - Schwarzbier 3.900000
## 2002 Porter - American 3.749311
## 2513 Stout - American Imperial 4.351667
## 90 Barleywine - English 3.806630
## 1398 Lager - Malt Liquor 3.050000
## 684 Farmhouse Ale - Saison 4.020833
## 683.1 Farmhouse Ale - Saison 4.074586
## 2843 Strong Ale - Belgian Pale 3.970339
## 2509 Stout - American Imperial 4.125000
## 2065.1 Porter - English 3.500000
## 1151 Lager - European / Dortmunder Export 3.700000
## 2387 Scottish Ale 3.431818
## 600 Dubbel 3.885563
## 521 California Common / Steam Beer 4.100000
## 1111 Lager - American 3.065789
## 178.1 Bière de Champagne / Bière Brut 4.311419
## 1075 Lager - American Amber / Red 3.609195
## 2346.1 Scotch Ale / Wee Heavy 4.081374
## 446 Brown Ale - American 4.062500
## 1508 Lager - Rauchbier 3.562500
## 1670 Lambic - Traditional 4.000000
## 1392 Lager - Malt Liquor 2.545455
## 2959.2 Wheat Beer - American Pale 3.620408
## 1483 Lager - Märzen / Oktoberfest 3.600877
## 741 Gruit / Ancient Herbed Ale 4.041667
## 2397 Scottish Ale 3.941176
## 850 IPA - Belgian 4.156000
## 3036 Wheat Beer - Hefeweizen 3.753333
## 2337 Scotch Ale / Wee Heavy 3.960621
## 2758 Strong Ale - American 3.368217
## 2479 Sour - Flanders Red Ale 4.000000
## 2062 Porter - English 3.823171
## 2702 Stout - Russian Imperial 4.325949
## 1328.1 Lager - Japanese Rice 3.000000
## 2059 Porter - English 3.735294
## 46.2 Barleywine - American 4.082633
## 927 IPA - Imperial 3.983032
## 1047 Lager - Adjunct 2.905882
## 1363 Lager - Light 2.786624
## 2106.1 Porter - Robust 4.000000
## 1861 Pale Ale - English 3.900826
## 994 Kölsch 3.702586
## 2959.3 Wheat Beer - American Pale 3.620408
## 139 Bitter - English 3.806985
## 1277 Lager - Helles 3.625806
## 1225 Lager - European Pale 2.976190
## 1847 Pale Ale - Belgian 3.892500
## 611 Dubbel 3.736842
## 2308 Rye Beer - Roggenbier 3.916667
## 1809 Pale Ale - American 3.917598
## 3065 Wheat Beer - Kristallweizen 3.653846
## 654 Farmhouse Ale - Bière de Garde 3.916667
## 392 Bock - Weizenbock 3.750000
## 744 Gruit / Ancient Herbed Ale 3.911765
## 3016.1 Wheat Beer - Hefeweizen 4.380363
## 441 Brown Ale - American 3.557692
## 514 Brown Ale - English 3.668224
## 2251 Red Ale - Imperial 4.119048
## 2073.1 Porter - English 3.994624
## 1080 Lager - American Amber / Red 3.453704
## 2849 Strong Ale - Belgian Pale 3.859259
## 540 Chile Beer 3.325581
## 581 Cream Ale 3.171053
## 1185 Lager - European Pale 2.874211
## 2474 Sour - Flanders Red Ale 3.997475
## 2590 Stout - Foreign / Export 4.277778
## 2409 Smoked Beer 3.936224
## 2671 Stout - Oatmeal 4.402778
## 2370 Scotch Ale / Wee Heavy 3.753623
## 76 Barleywine - American 3.955446
## 2512 Stout - American Imperial 4.100000
## 2498 Stout - American Imperial 4.267442
## 1359 Lager - Light 2.701493
## 316 Bock - Maibock 3.768707
## 2393 Scottish Ale 3.845238
## 3082 Wheat Beer - Kristallweizen 3.750000
## 916 IPA - English 3.888889
## 2906 Tripel 3.962054
## 930 IPA - Imperial 4.071104
## 1111.1 Lager - American 3.065789
## 2036 Porter - Baltic 4.306931
## 104 Bitter - English Extra Special / Strong Bitter (ESB) 4.001216
## 1757.1 Mild Ale - English Pale 3.166667
## 1653 Lambic - Gueuze 3.390244
## 2829 Strong Ale - Belgian Pale 3.851667
## 303 Bock - Eisbock 4.000000
## 1959 Pilsner - German 3.988636
## 1908 Pilsner - Bohemian / Czech 3.740000
## 2145 Pumpkin Beer 3.868732
## 3125 Wheat Beer - Witbier 3.465686
## 2856 Strong Ale - Belgian Pale 3.927632
## 115 Bitter - English Extra Special / Strong Bitter (ESB) 3.906433
## 1642 Lambic - Gueuze 4.092342
## 3000 Wheat Beer - Dunkelweizen 3.746988
## 2341 Scotch Ale / Wee Heavy 3.833333
## 2758.1 Strong Ale - American 3.368217
## 3108 Wheat Beer - Witbier 3.866667
## 2306.1 Rye Beer - Roggenbier 3.500000
## 2566 Stout - English 3.785714
## 2144.1 Porter - Smoked 3.772727
## 2870 Strong Ale - English 3.669421
## 1077 Lager - American Amber / Red 3.418269
## 35.1 Altbier 4.238095
## 192 Blonde Ale - American 3.454545
## 1141 Lager - European / Dortmunder Export 3.500000
## 1872 Pale Ale - English 3.225806
## 154.1 Bitter - English 3.758929
## 2899 Tripel 3.946624
## 2935 Wheat Beer - American Dark 3.421053
## 3025 Wheat Beer - Hefeweizen 4.166667
## 659 Farmhouse Ale - Sahti 3.987500
## 3146 Wild Ale 4.378788
## 2151.1 Pumpkin Beer 3.863014
## 614 Dubbel 3.910864
## 509.1 Brown Ale - English 3.469880
## 1795 Old Ale 3.800000
## 2607.1 Stout - Foreign / Export 3.750000
## 3065.1 Wheat Beer - Kristallweizen 3.653846
## 1980 Pilsner - Imperial 3.500000
## 1903 Pilsner - Bohemian / Czech 3.677711
## 2093 Porter - Imperial 4.189189
## 2102 Porter - Imperial 4.333333
## 2453 Sour - Flanders Oud Bruin 3.630719
## 818 IPA - American 4.203457
## 146.1 Bitter - English 3.690476
## 901 IPA - English 3.857143
## 1943 Pilsner - German 3.958333
## 1846 Pale Ale - Belgian 3.441057
## 2373.1 Scottish Ale 4.000000
## 2553 Stout - English 4.072519
## 3063 Wheat Beer - Kristallweizen 3.666667
## 2287 Red Ale - Irish 3.142857
## 1411 Lager - Malt Liquor 2.909091
## 2003 Porter - American 3.828571
## 2826.1 Strong Ale - Belgian Pale 3.845690
## 318.1 Bock - Maibock 3.918033
## 2179 Quadrupel (Quad) 4.126728
## 3197 Winter Warmer 3.694444
## 1694 Low Alcohol Beer 3.738095
## 1409 Lager - Malt Liquor 2.431818
## 221.1 Blonde Ale - Belgian 3.843643
## 1454 Lager - Märzen / Oktoberfest 3.822628
## 60 Barleywine - American 4.161458
## 2766.1 Strong Ale - American 3.801282
## 2548 Stout - American 3.702381
## 836.2 IPA - American 3.750000
## 1467 Lager - Märzen / Oktoberfest 3.833333
## 3013.1 Wheat Beer - Dunkelweizen 3.818182
## 1097 Lager - American 3.074553
## 1790 Old Ale 3.970588
## 208 Blonde Ale - American 3.117021
## 2379 Scottish Ale 3.666667
## 2133.3 Porter - Smoked 3.933333
## 2278.1 Red Ale - Irish 3.743902
## 22 Altbier 3.970588
## 1116 Lager - American 3.405063
## 1821 Pale Ale - American 3.960674
## 1821.1 Pale Ale - American 3.960674
## 1356 Lager - Light 2.410227
## 1029.1 Lager - Adjunct 2.791139
## 1908.1 Pilsner - Bohemian / Czech 3.740000
## 2664 Stout - Oatmeal 4.385214
## 1017 Lager - Adjunct 2.516476
## 128 Bitter - English Extra Special / Strong Bitter (ESB) 3.887500
## 1810 Pale Ale - American 3.685221
## 1932 Pilsner - German 3.727134
## 86 Barleywine - English 3.845026
## 3081 Wheat Beer - Kristallweizen 3.500000
## 726 Fruit and Field Beer 3.607843
## 1104 Lager - American 2.928218
## 119 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 1598.3 Lambic - Fruit 4.357708
## 1189.1 Lager - European Pale 3.152838
## 2490 Stout - American Imperial 4.377070
## 1096 Lager - American 3.341542
## 1143 Lager - European / Dortmunder Export 4.138889
## 26.1 Altbier 3.625000
## 2150 Pumpkin Beer 3.717274
## 2703.1 Stout - Russian Imperial 4.151679
## 1130 Lager - European / Dortmunder Export 3.907407
## 650 Farmhouse Ale - Bière de Garde 3.666667
## 121 Bitter - English Extra Special / Strong Bitter (ESB) 3.809783
## 261 Bock - Doppelbock 3.612022
## 443 Brown Ale - American 4.034202
## 1759 Mild Ale - English Pale 3.583333
## 501.1 Brown Ale - English 3.500000
## 239 Blonde Ale - Belgian 3.875000
## 2260.1 Red Ale - Imperial 4.000000
## 410 Braggot 3.571429
## 532 California Common / Steam Beer 3.750000
## 2246.1 Red Ale - Imperial 4.171070
## 2205 Quadrupel (Quad) 3.726277
## 380.1 Bock - Weizenbock 4.011905
## 1444.1 Lager - Munich Dunkel 3.868056
## 889 IPA - English 3.939306
## 1672.1 Lambic - Traditional 4.000000
## 2634 Stout - Irish Dry 3.927215
## 2401 Scottish Ale 3.875000
## 1496 Lager - Rauchbier 3.947447
## 131 Bitter - English Extra Special / Strong Bitter (ESB) 3.939024
## 2400 Scottish Ale 3.600000
## 306 Bock - Maibock 3.548485
## 2925.1 Tripel 3.763393
## 1977.2 Pilsner - Imperial 3.920000
## 3141 Wild Ale 4.053299
## 171.1 Bitter - English 3.590909
## 1323 Lager - Japanese Rice 2.750000
## 2021 Porter - Baltic 4.004762
## 2638.1 Stout - Irish Dry 3.785714
## 1661 Lambic - Traditional 3.744856
## 2686 Stout - Oatmeal 4.166667
## 2293.1 Red Ale - Irish 3.677778
## 1887 Pale Ale - English 3.540741
## 3036.1 Wheat Beer - Hefeweizen 3.753333
## 1450 Lager - Munich Dunkel 3.941176
## 881 IPA - Black / Cascadian Dark Ale 4.000000
## 2933.1 Wheat Beer - American Dark 4.000000
## 3135 Wild Ale 4.291548
## 2036.1 Porter - Baltic 4.306931
## 564 Cream Ale 3.991045
## 527 California Common / Steam Beer 4.000000
## 2909 Tripel 3.686170
## 510.1 Brown Ale - English 3.785714
## 358 Bock - Traditional 3.722222
## 1161 Lager - European Dark 3.315789
## 1591 Lambic - Faro 3.000000
## 82 Barleywine - English 3.882762
## 3044 Wheat Beer - Hefeweizen 3.888889
## 399 Bock - Weizenbock 3.256757
## 2632 Stout - Irish Dry 3.803571
## 701 Fruit and Field Beer 3.214765
## 145 Bitter - English 4.121212
## 1369 Lager - Light 2.875000
## 564.1 Cream Ale 3.991045
## 1330 Lager - Kellerbier / Zwickelbier 3.916031
## 170 Bitter - English 3.607143
## 823.1 IPA - American 4.114961
## 1173 Lager - European Dark 3.680000
## 2132 Porter - Smoked 4.350000
## 3027 Wheat Beer - Hefeweizen 3.863787
## 1205 Lager - European Pale 3.114537
## 28 Altbier 4.216667
## 3012.2 Wheat Beer - Dunkelweizen 3.458333
## 134 Bitter - English Extra Special / Strong Bitter (ESB) 4.068182
## 1264 Lager - European Strong 3.166667
## 791 Herb and Spice Beer 3.730088
## 2742 Stout - Sweet / Milk 3.961538
## 691 Farmhouse Ale - Saison 4.060662
## 1394 Lager - Malt Liquor 2.723404
## 1522 Lager - Schwarzbier 3.829457
## 242.2 Blonde Ale - Belgian 3.462500
## 1449 Lager - Munich Dunkel 3.684211
## 1656 Lambic - Gueuze 4.095238
## 165 Bitter - English 3.564103
## 345.1 Bock - Traditional 3.900000
## 144.1 Bitter - English 3.451923
## 146.2 Bitter - English 3.690476
## 2487 Sour - Gose 3.907407
## 1548 Lager - Vienna 4.117291
## 497.2 Brown Ale - English 3.764368
## 1955 Pilsner - German 3.894737
## 2902 Tripel 4.116883
## 1906 Pilsner - Bohemian / Czech 3.981132
## 2470.1 Sour - Flanders Red Ale 3.945652
## 2898 Tripel 3.000000
## 1797 Pale Ale - American 3.000000
## 3070 Wheat Beer - Kristallweizen 3.562500
## 1809.1 Pale Ale - American 3.917598
## 1620 Lambic - Fruit 3.641176
## 2428 Smoked Beer 4.000000
## 1411.1 Lager - Malt Liquor 2.909091
## 83 Barleywine - English 4.117647
## 1668 Lambic - Traditional 4.000000
## 670 Farmhouse Ale - Saison 4.263900
## 1503 Lager - Rauchbier 4.050000
## 2857 Strong Ale - English 3.584356
## 1719.1 Mild Ale - English Dark 3.621622
## 70 Barleywine - American 3.622010
## 3079.1 Wheat Beer - Kristallweizen 3.285714
## 908 IPA - English 3.405172
## 122 Bitter - English Extra Special / Strong Bitter (ESB) 3.577922
## 2211 Red Ale - American Amber / Red 3.813559
## 1631.1 Lambic - Fruit 3.618644
## 1718 Mild Ale - English Dark 3.885621
## 68 Barleywine - American 4.071429
## 1674 Lambic - Traditional 3.000000
## 2052.1 Porter - English 4.005618
## 600.1 Dubbel 3.885563
## 1832 Pale Ale - Belgian 3.676349
## 2511 Stout - American Imperial 4.247758
## 527.1 California Common / Steam Beer 4.000000
## 2201 Quadrupel (Quad) 4.035294
## 2282 Red Ale - Irish 3.947917
## 3095.1 Wheat Beer - Wheatwine 4.105263
## 707 Fruit and Field Beer 3.657189
## 444 Brown Ale - American 3.868000
## 2906.1 Tripel 3.962054
## 2159 Pumpkin Beer 3.710938
## 2294 Red Ale - Irish 3.597826
## 3113 Wheat Beer - Witbier 3.699477
## 1900 Pilsner - Bohemian / Czech 3.464135
## 13 Altbier 3.904762
## 174 Bitter - English 3.662791
## 2120 Porter - Smoked 4.123768
## 2362 Scotch Ale / Wee Heavy 3.734694
## 1991.1 Porter - American 3.790070
## 1611 Lambic - Fruit 3.905512
## 557 Chile Beer 1.636364
## 972 Kvass 3.250000
## 2678 Stout - Oatmeal 4.258065
## 654.1 Farmhouse Ale - Bière de Garde 3.916667
## 1311 Lager - Japanese Rice 2.523810
## 1629 Lambic - Fruit 3.613636
## 2777 Strong Ale - Belgian Dark 4.237988
## 216 Blonde Ale - American 3.612903
## 298.1 Bock - Eisbock 4.000000
## 932 IPA - Imperial 4.147838
## 3179.1 Winter Warmer 3.760000
## 310.1 Bock - Maibock 3.528369
## 3122 Wheat Beer - Witbier 3.524085
## 680 Farmhouse Ale - Saison 4.294000
## 2785 Strong Ale - Belgian Dark 3.888971
## 1289 Lager - Helles 3.888000
## 276 Bock - Doppelbock 3.760870
## 2886 Strong Ale - English 3.194444
## 2709 Stout - Russian Imperial 4.208791
## 1317 Lager - Japanese Rice 4.000000
## 624.2 Dubbel 3.656250
## 1127 Lager - European / Dortmunder Export 3.795455
## 1700 Low Alcohol Beer 3.500000
## 240 Blonde Ale - Belgian 3.750000
## 3085 Wheat Beer - Wheatwine 4.000000
## 1515 Lager - Rauchbier 3.500000
## 1834.1 Pale Ale - Belgian 4.017857
## 725.1 Fruit and Field Beer 3.635983
## 1013 Kölsch 4.000000
## 2284 Red Ale - Irish 3.923077
## 135 Bitter - English Extra Special / Strong Bitter (ESB) 3.921429
## 2582 Stout - Foreign / Export 4.153990
## 2898.1 Tripel 3.000000
## 2540 Stout - American 3.926471
## 1420 Lager - Munich Dunkel 3.369205
## 2071 Porter - English 3.850000
## 1157.1 Lager - European Dark 3.564583
## 2772 Strong Ale - American 3.666667
## 539 Chile Beer 3.818182
## 562 Cream Ale 3.670833
## 422 Brown Ale - American 4.048284
## 1988 Porter - American 3.990608
## 1131 Lager - European / Dortmunder Export 3.928571
## 2618.1 Stout - Irish Dry 4.108518
## 2452 Sour - Flanders Oud Bruin 3.762195
## 2328 Rye Beer 4.267857
## 2269 Red Ale - Irish 3.830357
## 2966 Wheat Beer - American Pale 3.507042
## 892 IPA - English 3.903308
## 171.2 Bitter - English 3.590909
## 2543 Stout - American 4.200000
## 2574 Stout - English 4.000000
## 2019.1 Porter - Baltic 3.906193
## 1402.1 Lager - Malt Liquor 2.661290
## 3103 Wheat Beer - Witbier 3.987055
## 733.1 Fruit and Field Beer 3.013514
## 3121 Wheat Beer - Witbier 3.554545
## 2740 Stout - Sweet / Milk 3.867403
## 2179.1 Quadrupel (Quad) 4.126728
## 2596 Stout - Foreign / Export 3.500000
## 2990.1 Wheat Beer - Dunkelweizen 4.041667
## 2163 Pumpkin Beer 3.904255
## 568 Cream Ale 4.000000
## 400 Bock - Weizenbock 4.166667
## 2432 Smoked Beer 3.967742
## 2786.1 Strong Ale - Belgian Dark 3.960815
## 1556 Lager - Vienna 3.693038
## 2643.1 Stout - Irish Dry 3.889831
## 2740.1 Stout - Sweet / Milk 3.867403
## 763 Happoshu 2.500000
## 2005 Porter - American 3.464789
## 1951 Pilsner - German 3.815972
## 1178.1 Lager - European Dark 3.338710
## 2231 Red Ale - American Amber / Red 4.209091
## 3095.2 Wheat Beer - Wheatwine 4.105263
## 3139 Wild Ale 4.307692
## 1491 Lager - Märzen / Oktoberfest 3.778986
## 2875 Strong Ale - English 3.712121
## 1757.2 Mild Ale - English Pale 3.166667
## 457 Brown Ale - Belgian Dark 3.278846
## 883 IPA - Black / Cascadian Dark Ale 4.169014
## 639 Farmhouse Ale - Bière de Garde 3.916667
## 2373.2 Scottish Ale 4.000000
## 3053 Wheat Beer - Hefeweizen 4.054348
## 3180 Winter Warmer 3.782178
## 1274.1 Lager - Helles 3.790102
## 2841 Strong Ale - Belgian Pale 4.029851
## 1455 Lager - Märzen / Oktoberfest 3.671978
## 1687.1 Low Alcohol Beer 2.067568
## 558.1 Chile Beer 3.562500
## 1509 Lager - Rauchbier 3.583333
## 1869.2 Pale Ale - English 3.489418
## 1923.1 Pilsner - Bohemian / Czech 3.833333
## 23 Altbier 3.812500
## 1412 Lager - Malt Liquor 2.163265
## 573.1 Cream Ale 3.011029
## 2129 Porter - Smoked 3.968750
## 1954.1 Pilsner - German 3.551948
## 231 Blonde Ale - Belgian 3.700000
## 3164 Winter Warmer 3.492659
## 3104 Wheat Beer - Witbier 3.672282
## 871 IPA - Black / Cascadian Dark Ale 3.965863
## 1448 Lager - Munich Dunkel 4.500000
## 2249 Red Ale - Imperial 4.026316
## 695 Farmhouse Ale - Saison 4.176960
## 1920 Pilsner - Bohemian / Czech 3.976190
## 2216 Red Ale - American Amber / Red 3.894105
## 377 Bock - Weizenbock 3.951327
## 1635.1 Lambic - Gueuze 4.126506
## 1797.1 Pale Ale - American 3.000000
## 2810.1 Strong Ale - Belgian Dark 4.018072
## 269 Bock - Doppelbock 3.677885
## 3055 Wheat Beer - Hefeweizen 3.699052
## 125 Bitter - English Extra Special / Strong Bitter (ESB) 3.913043
## 2707 Stout - Russian Imperial 4.125468
## 760 Happoshu 3.500000
## 2284.1 Red Ale - Irish 3.923077
## 2813 Strong Ale - Belgian Dark 3.936667
## 1094 Lager - American Amber / Red 3.603175
## 1533.2 Lager - Schwarzbier 3.852564
## 2967.1 Wheat Beer - American Pale 3.098485
## 918.1 IPA - English 3.657895
## 1937 Pilsner - German 3.897799
## 680.1 Farmhouse Ale - Saison 4.294000
## 1169 Lager - European Dark 3.190000
## 405 Braggot 3.882353
## 918.2 IPA - English 3.657895
## 1128 Lager - European / Dortmunder Export 3.963068
## 2829.1 Strong Ale - Belgian Pale 3.851667
## 1298 Lager - Helles 4.000000
## 2145.1 Pumpkin Beer 3.868732
## 3011 Wheat Beer - Dunkelweizen 3.700000
## 598 Dubbel 3.934722
## 109.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.873512
## 2362.1 Scotch Ale / Wee Heavy 3.734694
## 2478 Sour - Flanders Red Ale 3.957627
## 2185 Quadrupel (Quad) 4.121771
## 2928 Tripel 4.392857
## 1925 Pilsner - German 3.891841
## 2896 Tripel 4.216746
## 468.1 Brown Ale - Belgian Dark 4.086957
## 64 Barleywine - American 3.756369
## 3023.1 Wheat Beer - Hefeweizen 4.106838
## 520.1 California Common / Steam Beer 3.451087
## 837 IPA - American 4.110526
## 1828 Pale Ale - Belgian 3.777628
## 799 Herb and Spice Beer 3.881579
## 1310 Lager - Japanese Rice 2.893333
## 414 Braggot 4.100000
## 2343.1 Scotch Ale / Wee Heavy 4.104749
## 583 Cream Ale 3.950000
## 1358 Lager - Light 2.458333
## 306.1 Bock - Maibock 3.548485
## 2703.2 Stout - Russian Imperial 4.151679
## 188 Blonde Ale - American 3.370000
## 1808.1 Pale Ale - American 4.046460
## 2738.1 Stout - Sweet / Milk 3.884615
## 1600.1 Lambic - Fruit 4.153846
## 1083 Lager - American Amber / Red 3.645631
## 2904.1 Tripel 3.875940
## 2047 Porter - English 4.099248
## 2137 Porter - Smoked 4.021739
## 2823 Strong Ale - Belgian Pale 4.000000
## 2001 Porter - American 4.061772
## 3173 Winter Warmer 3.746154
## 1138 Lager - European / Dortmunder Export 3.000000
## 2401.1 Scottish Ale 3.875000
## 1997 Porter - American 4.244898
## 2059.1 Porter - English 3.735294
## 145.1 Bitter - English 4.121212
## 2764 Strong Ale - American 4.170530
## 2982 Wheat Beer - Dunkelweizen 3.934015
## 931 IPA - Imperial 4.174785
## 2234.1 Red Ale - American Amber / Red 3.771429
## 2365 Scotch Ale / Wee Heavy 3.818182
## 1203 Lager - European Pale 3.098592
## 2445 Sour - Flanders Oud Bruin 4.083095
## 3035 Wheat Beer - Hefeweizen 4.156958
## 2061 Porter - English 4.186047
## 1690 Low Alcohol Beer 3.640625
## 1864 Pale Ale - English 3.803398
## 605 Dubbel 4.004167
## 1091 Lager - American Amber / Red 3.545455
## 2190 Quadrupel (Quad) 4.079457
## 96.1 Barleywine - English 3.821429
## 1618 Lambic - Fruit 3.662500
## 2763.1 Strong Ale - American 3.909091
## 2057 Porter - English 3.974895
## 88.1 Barleywine - English 3.808252
## 1806 Pale Ale - American 4.115044
## 407 Braggot 3.628205
## 2360 Scotch Ale / Wee Heavy 3.817460
## 1794 Old Ale 3.729167
## 1955.1 Pilsner - German 3.894737
## 2510 Stout - American Imperial 4.373083
## 2866 Strong Ale - English 3.809302
## 2113.1 Porter - Robust 3.914634
## 532.1 California Common / Steam Beer 3.750000
## 1621.1 Lambic - Fruit 3.921569
## 1830 Pale Ale - Belgian 3.693015
## 472 Brown Ale - Belgian Dark 3.666667
## 1456 Lager - Märzen / Oktoberfest 3.989336
## 97 Barleywine - English 3.949612
## 2822 Strong Ale - Belgian Pale 4.138562
## 2436 Sour - Berliner Weisse 3.954545
## 244.1 Blonde Ale - Belgian 3.700000
## 2227 Red Ale - American Amber / Red 4.062857
## 993 Kölsch 3.741935
## 373 Bock - Weizenbock 4.178515
## 792.1 Herb and Spice Beer 3.875000
## 2811 Strong Ale - Belgian Dark 4.012376
## 3030 Wheat Beer - Hefeweizen 3.250000
## 3079.2 Wheat Beer - Kristallweizen 3.285714
## 1348 Lager - Light 3.559424
## 768 Happoshu 2.750000
## 2363.1 Scotch Ale / Wee Heavy 3.708333
## 1841.1 Pale Ale - Belgian 3.481928
## 316.1 Bock - Maibock 3.768707
## 3141.1 Wild Ale 4.053299
## 1475 Lager - Märzen / Oktoberfest 3.753456
## 2609 Stout - Foreign / Export 4.222222
## 2009 Porter - American 3.977273
## 1334 Lager - Kellerbier / Zwickelbier 3.833333
## 2317.1 Rye Beer 4.295609
## 1414.2 Lager - Malt Liquor 3.035714
## 1440 Lager - Munich Dunkel 3.766234
## 434 Brown Ale - American 3.509317
## 2085.1 Porter - Imperial 3.965517
## 2353.1 Scotch Ale / Wee Heavy 3.964912
## 630 Farmhouse Ale - Bière de Garde 3.900000
## 441.1 Brown Ale - American 3.557692
## 2188 Quadrupel (Quad) 4.250000
## 2084 Porter - Imperial 4.192533
## 1654 Lambic - Gueuze 4.250000
## 2028 Porter - Baltic 3.828829
## 1 Altbier 3.636821
## 1757.3 Mild Ale - English Pale 3.166667
## 1437 Lager - Munich Dunkel 3.644144
## 1609.2 Lambic - Fruit 4.293173
## 663 Farmhouse Ale - Sahti 3.000000
## 538 Chile Beer 3.216216
## 3092 Wheat Beer - Wheatwine 4.125000
## 822 IPA - American 4.300843
## 1261 Lager - European Strong 3.225000
## 236 Blonde Ale - Belgian 3.710526
## 1494 Lager - Rauchbier 4.222222
## 910 IPA - English 3.933071
## 259.1 Bock - Doppelbock 4.236842
## 3147 Wild Ale 3.769406
## 327 Bock - Maibock 3.868750
## 2154 Pumpkin Beer 3.718085
## 1478 Lager - Märzen / Oktoberfest 3.333333
## 2981 Wheat Beer - Dunkelweizen 3.942436
## 2887 Strong Ale - English 3.654762
## 1588 Lambic - Faro 3.900000
## 1080.1 Lager - American Amber / Red 3.453704
## 1591.1 Lambic - Faro 3.000000
## 1285 Lager - Helles 3.696581
## 1181 Lager - European Dark 4.000000
## 873.1 IPA - Black / Cascadian Dark Ale 4.000000
## 759 Happoshu 1.571429
## 51 Barleywine - American 4.086667
## 1649 Lambic - Gueuze 3.615385
## 1348.1 Lager - Light 3.559424
## 545 Chile Beer 3.555556
## 1004 Kölsch 3.668675
## 2561 Stout - English 3.792683
## 1227 Lager - European Strong 3.114815
## 2184.1 Quadrupel (Quad) 4.225055
## 1767 Old Ale 3.941919
## 1786 Old Ale 3.912903
## 295 Bock - Eisbock 3.954545
## 1021.2 Lager - Adjunct 2.992729
## 1486 Lager - Märzen / Oktoberfest 3.738562
## 1935 Pilsner - German 3.725564
## 2114 Porter - Robust 4.000000
## 2838.1 Strong Ale - Belgian Pale 3.954733
## 63.1 Barleywine - American 3.967290
## 2683.1 Stout - Oatmeal 4.166667
## 2847 Strong Ale - Belgian Pale 3.944444
## 2204 Quadrupel (Quad) 4.015625
## 2936 Wheat Beer - American Dark 4.000000
## 2714 Stout - Russian Imperial 4.295630
## 763.1 Happoshu 2.500000
## 437 Brown Ale - American 3.966667
## 718 Fruit and Field Beer 3.187773
## 2189.1 Quadrupel (Quad) 3.756018
## 1737 Mild Ale - English Dark 3.818182
## 1718.1 Mild Ale - English Dark 3.885621
## 1748 Mild Ale - English Pale 3.365385
## 47.1 Barleywine - American 4.133696
## 1805 Pale Ale - American 4.184588
## 1855 Pale Ale - English 3.752799
## 2860 Strong Ale - English 3.984589
## 3086 Wheat Beer - Wheatwine 3.970395
## 645 Farmhouse Ale - Bière de Garde 4.170103
## 80 Barleywine - English 3.777476
## 1779.1 Old Ale 3.630872
## 3154 Wild Ale 4.126984
## 10 Altbier 3.528571
## 335 Bock - Maibock 3.870370
## 2802 Strong Ale - Belgian Dark 4.082305
## 661 Farmhouse Ale - Sahti 3.250000
## 1013.1 Kölsch 4.000000
## 1177 Lager - European Dark 3.818182
## 1601 Lambic - Fruit 4.031847
## 1001 Kölsch 3.896552
## 570 Cream Ale 3.428571
## 2281 Red Ale - Irish 3.635417
## 2505 Stout - American Imperial 4.587413
## 2718 Stout - Russian Imperial 4.250000
## 147.1 Bitter - English 3.784722
## 1843 Pale Ale - Belgian 3.817073
## 3107 Wheat Beer - Witbier 4.030596
## 1561.1 Lager - Vienna 3.808333
## 1070.1 Lager - American Amber / Red 3.119835
## 3128.1 Wheat Beer - Witbier 2.810345
## 1942 Pilsner - German 3.632653
## 3049 Wheat Beer - Hefeweizen 3.825893
## 1028.1 Lager - Adjunct 2.732990
## 2466 Sour - Flanders Red Ale 3.535714
## 1044 Lager - Adjunct 2.187050
## 1441 Lager - Munich Dunkel 3.886364
## 2740.2 Stout - Sweet / Milk 3.867403
## 2139 Porter - Smoked 4.000000
## 593 Dubbel 3.787281
## 1218.1 Lager - European Pale 2.830275
## 112 Bitter - English Extra Special / Strong Bitter (ESB) 4.193966
## 704 Fruit and Field Beer 3.251138
## 14 Altbier 3.541667
## 1886.1 Pale Ale - English 4.062500
## 423 Brown Ale - American 4.110777
## 1045 Lager - Adjunct 2.864943
## 523 California Common / Steam Beer 3.750000
## 2896.1 Tripel 4.216746
## 99 Barleywine - English 3.928571
## 2203 Quadrupel (Quad) 4.111111
## 2617 Stout - Irish Dry 4.197059
## 465 Brown Ale - Belgian Dark 3.792683
## 1958 Pilsner - German 3.114679
## 3164.1 Winter Warmer 3.492659
## 12 Altbier 4.333333
## 1353 Lager - Light 2.000000
## 917 IPA - English 3.525862
## 1162.3 Lager - European Dark 3.476744
## 743 Gruit / Ancient Herbed Ale 3.475000
## 1575 Lager - Vienna 3.700000
## 518 California Common / Steam Beer 3.720149
## 220.1 Blonde Ale - Belgian 3.970356
## 1552 Lager - Vienna 3.439252
## 1107.1 Lager - American 3.250000
## 2370.1 Scotch Ale / Wee Heavy 3.753623
## 1966.1 Pilsner - Imperial 4.033613
## 1424 Lager - Munich Dunkel 3.888889
## 1524 Lager - Schwarzbier 4.056657
## 1946 Pilsner - German 3.496503
## 1661.1 Lambic - Traditional 3.744856
## 1792 Old Ale 3.880000
## 1392.1 Lager - Malt Liquor 2.545455
## 599 Dubbel 4.240947
## 2467 Sour - Flanders Red Ale 4.024465
## 3138 Wild Ale 4.130682
## 1247 Lager - European Strong 3.274510
## 1108 Lager - American 3.461538
## 2721 Stout - Russian Imperial 3.873874
## 1692 Low Alcohol Beer 3.031250
## 249 Blonde Ale - Belgian 3.687500
## 1023.1 Lager - Adjunct 2.757862
## 2916 Tripel 3.847222
## 2956 Wheat Beer - American Pale 2.967391
## 1917.2 Pilsner - Bohemian / Czech 3.892857
## 3018 Wheat Beer - Hefeweizen 4.121053
## 3188 Winter Warmer 4.171123
## 1432 Lager - Munich Dunkel 3.702899
## 1009 Kölsch 3.413580
## 2356 Scotch Ale / Wee Heavy 3.951807
## 2386 Scottish Ale 3.638298
## 2646 Stout - Irish Dry 3.925234
## 927.1 IPA - Imperial 3.983032
## 1057 Lager - Adjunct 2.812883
## 1469 Lager - Märzen / Oktoberfest 3.586957
## 2060 Porter - English 3.770833
## 1368 Lager - Light 2.379147
## 1100.2 Lager - American 3.642857
## 2513.1 Stout - American Imperial 4.351667
## 122.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.577922
## 141.1 Bitter - English 3.846154
## review_taste review_palate review_overall
## 1659 2.590909 2.863636 2.545455
## 59 3.903846 3.909091 3.826923
## 1535 4.239130 3.978261 4.043478
## 1598 4.462451 4.300395 4.320158
## 2662 4.255128 4.154487 4.188462
## 1566 3.583333 3.458333 3.541667
## 2019 3.651184 3.615665 3.685792
## 1445 3.151163 3.081395 3.290698
## 2992 3.500000 3.500000 3.500000
## 2156 3.862245 3.744898 3.869898
## 2191 3.885671 3.739329 3.705793
## 2584 4.135659 3.988372 4.060078
## 2016 4.416667 4.166667 4.166667
## 2597 4.187500 4.000000 4.187500
## 2868 3.424837 3.480392 3.284314
## 1129 3.439024 3.402439 3.603659
## 1379 2.755814 2.627907 3.011628
## 1960 3.375000 3.580357 3.678571
## 428 3.924497 3.873322 3.931208
## 2329 4.000000 4.000000 4.000000
## 418 4.125000 4.000000 4.250000
## 658 4.005165 3.904959 3.875000
## 845 3.882353 3.893665 3.839367
## 2838 3.880658 3.825103 3.804527
## 1313 2.841085 2.965116 3.151163
## 2461 3.728571 3.628571 3.742857
## 2085 4.637931 4.293103 4.482759
## 265 4.120370 4.021164 4.039683
## 2327 4.027778 3.902778 4.055556
## 2738 4.230769 4.076923 4.192308
## 1543 3.543860 3.456140 3.631579
## 3024 4.391304 4.254658 4.562112
## 116 3.857143 3.839286 3.910714
## 1093 3.625000 3.687500 3.593750
## 2090 4.045455 3.863636 4.000000
## 7 3.354839 3.366935 3.475806
## 1750 2.500000 2.625000 3.375000
## 425 3.705570 3.605438 3.807692
## 2720 3.850000 3.760000 3.910000
## 2641 3.758065 3.833333 3.967742
## 1002 3.771186 3.889831 3.983051
## 190 2.934783 3.085507 3.225362
## 2333 3.700000 3.650000 3.700000
## 1100 3.410714 3.504464 3.736607
## 2673 3.826154 3.815385 3.824615
## 2174 3.362903 3.233871 3.370968
## 1402 2.209677 2.548387 2.306452
## 919 3.642857 3.589286 3.571429
## 2925 3.866071 3.843750 3.736607
## 3038 3.992218 3.972763 4.145914
## 2006 4.166667 3.981481 4.185185
## 918 3.697368 3.618421 3.697368
## 1744 3.818182 3.780303 3.946970
## 2346 4.153707 3.993671 4.060579
## 1808 4.053097 4.079646 4.174779
## 3072 3.750000 4.000000 4.250000
## 1425 3.851648 3.917582 4.027473
## 549 2.882353 2.794118 2.882353
## 40 3.931688 3.901837 3.704363
## 1335 3.547170 3.462264 3.726415
## 1512 3.500000 3.307692 3.461538
## 66 4.136905 3.952381 3.976190
## 2522 3.875000 4.375000 4.125000
## 2353 4.061404 3.995614 3.969298
## 1675 4.250000 4.000000 4.125000
## 1991 3.846690 3.632404 3.868467
## 508 4.166667 3.666667 4.000000
## 2893 3.734868 3.718421 3.669079
## 620 3.610294 3.588235 3.595588
## 2123 4.142857 4.038095 4.109524
## 284 4.255952 4.220238 4.291667
## 2621 3.873843 3.783565 3.993056
## 537 3.629297 3.629297 3.421525
## 2569 3.711538 3.346154 3.788462
## 1493 4.162892 4.002613 3.873693
## 2995 3.125000 3.406250 3.218750
## 1188 3.136867 3.144778 3.303006
## 2852 4.344406 4.239510 4.209790
## 1112 3.581395 3.627907 3.784884
## 2667 3.818447 3.721359 3.829126
## 1835 3.662162 3.594595 3.756757
## 468 3.956522 3.847826 3.978261
## 1886 4.312500 4.218750 4.406250
## 1850 2.757009 3.051402 2.789720
## 1752 3.500000 3.666667 3.666667
## 2239 3.687500 3.500000 3.625000
## 3012 3.500000 3.625000 3.708333
## 167 3.711864 3.627119 3.889831
## 1746 2.979167 2.875000 3.187500
## 3196 3.902299 3.862069 3.879310
## 293 4.477778 4.311111 4.333333
## 2027 4.110000 4.042500 4.062500
## 688 3.813456 3.827217 3.909786
## 106 3.691126 3.673208 3.832765
## 2189 3.803063 3.789934 3.664114
## 3095 4.105263 4.052632 3.973684
## 2786 3.951411 3.927116 3.883229
## 2106 3.881579 3.828947 3.828947
## 3144 4.526012 4.361272 4.453757
## 924 3.701754 3.793860 3.732456
## 220 3.875494 3.816206 3.964427
## 1222 2.760000 2.840000 2.986667
## 610 4.180000 4.120000 4.280000
## 1977 3.700000 3.640000 3.780000
## 31 3.666667 3.833333 4.000000
## 1719 3.500000 3.283784 3.648649
## 1961 3.875000 3.796053 3.986842
## 2038 3.388889 3.388889 3.222222
## 2105 3.500000 3.500000 3.500000
## 788 3.649573 3.542735 3.384615
## 2990 3.659091 3.651515 3.750000
## 1677 4.100000 4.000000 3.900000
## 2836 3.644970 3.600592 3.723373
## 1445.1 3.151163 3.081395 3.290698
## 1092 3.625000 3.571429 3.660714
## 2053 3.860313 3.668407 3.891645
## 2441 3.805556 3.666667 3.944444
## 242 3.512500 3.512500 3.612500
## 2828 4.148770 4.016779 3.864653
## 1362 1.778302 1.867925 2.226415
## 2890 3.775000 3.625000 3.775000
## 483 3.685185 3.552707 3.801994
## 2323 3.836898 3.818182 3.895722
## 262 4.127358 4.051887 4.144654
## 1404 3.416667 3.750000 3.625000
## 517 4.000000 4.000000 4.333333
## 792 4.375000 3.875000 4.125000
## 2105.1 3.500000 3.500000 3.500000
## 95 3.445714 3.465714 3.388571
## 3195 3.673077 3.596154 3.711538
## 1168 3.861111 3.680556 3.875000
## 1123 2.799213 2.885827 2.996063
## 2715 4.153661 4.200480 3.879952
## 891 4.090472 3.978826 4.095765
## 105 3.720906 3.635427 3.774974
## 1924 4.124799 4.011809 4.242083
## 2834 3.610915 3.573944 3.544014
## 1577 3.666667 3.645833 3.770833
## 2313 3.500000 3.333333 3.500000
## 2333.1 3.700000 3.650000 3.700000
## 2767 3.577465 3.546948 3.544601
## 2156.1 3.862245 3.744898 3.869898
## 1676 4.875000 4.750000 5.000000
## 2230 4.068182 3.882576 4.140152
## 2973 3.846154 3.858974 3.974359
## 2577 2.954545 2.897727 3.147727
## 1875 3.669154 3.604478 3.788557
## 1590 3.500000 3.562500 3.312500
## 1344 1.828725 1.948541 2.422043
## 2321 3.823333 3.765000 3.948333
## 854 3.880952 3.869048 3.869048
## 1414 1.928571 2.357143 1.821429
## 2641.1 3.758065 3.833333 3.967742
## 857 3.876190 3.833333 3.842857
## 1869 3.566138 3.582011 3.736772
## 2915 3.750000 3.750000 3.750000
## 2728 3.955206 3.834544 3.985069
## 2317 4.342394 4.225823 4.217459
## 1366 2.357143 2.291209 2.697802
## 1132 3.452830 3.424528 3.641509
## 1361 2.094156 2.146104 2.509740
## 2338 4.068770 3.974515 3.955906
## 3034 3.605882 3.538235 3.835294
## 2144 3.500000 3.272727 3.590909
## 2274 3.765957 3.712766 3.851064
## 2224 3.431111 3.443333 3.564444
## 1438 3.831522 3.760870 3.847826
## 1589 3.642857 3.571429 4.071429
## 1626 3.513514 3.364865 3.581081
## 1026 2.672982 2.696870 3.060956
## 665 4.000000 4.000000 4.000000
## 130 3.500000 3.518519 3.703704
## 179 4.180556 4.027778 4.125000
## 175 3.907895 3.868421 4.315789
## 151 3.204545 3.356061 3.553030
## 1803 3.665725 3.603578 3.862524
## 2725 3.978507 3.943439 3.876697
## 2180 4.250000 4.333333 4.166667
## 2977 4.000000 3.458333 4.000000
## 1278 3.630000 3.580000 3.840000
## 1021 3.053691 3.026286 3.370246
## 1609 4.184739 4.104418 4.122490
## 2810 3.888554 3.831325 3.861446
## 271 4.170455 3.886364 3.971591
## 713 2.715686 2.986928 2.677560
## 1162 3.220930 3.209302 3.267442
## 2220 3.145408 3.204082 3.294643
## 3176 3.811594 3.818841 3.829710
## 3051 3.818519 3.722222 4.001852
## 2342 3.663934 3.516393 3.565574
## 717 3.861111 3.805556 4.027778
## 2881 3.810345 3.758621 3.801724
## 166 3.447917 3.458333 3.593750
## 2638 3.642857 3.571429 3.732143
## 556 4.153846 4.230769 4.000000
## 3142 4.361801 3.954969 4.131988
## 2745 3.977024 3.903720 3.908096
## 1981 4.000000 4.500000 4.500000
## 2834.1 3.610915 3.573944 3.544014
## 1773 4.666667 4.475000 4.550000
## 984 3.750000 3.000000 3.500000
## 2933 4.500000 4.000000 4.000000
## 3032 2.995169 3.144928 3.248792
## 161 3.730769 3.903846 3.903846
## 2864 3.978947 3.821053 3.931579
## 1399 2.621622 2.581081 2.824324
## 3160 3.988954 3.939617 3.959499
## 161.1 3.730769 3.903846 3.903846
## 2399 3.547619 3.428571 3.571429
## 2819 3.974204 3.906147 3.924808
## 887 4.361111 4.194444 4.361111
## 2096 4.367647 4.426471 4.367647
## 2481 3.500000 3.500000 3.500000
## 2032 3.958333 3.708333 3.916667
## 2078 3.451220 3.243902 3.548780
## 2112 3.648148 3.740741 3.722222
## 2322 3.869718 3.813380 3.922535
## 2680 3.858796 3.893519 3.814815
## 1615 4.183824 4.102941 4.183824
## 1546 4.005495 3.901099 4.071429
## 2995.1 3.125000 3.406250 3.218750
## 1962 4.082160 4.003521 4.103286
## 120 3.883978 3.812155 3.900552
## 2167 3.621212 3.696970 3.606061
## 264 3.678082 3.568493 3.643836
## 1220 2.705556 2.888889 2.955556
## 37 4.000000 3.900000 4.100000
## 2399.1 3.547619 3.428571 3.571429
## 558 3.750000 3.437500 3.062500
## 2198 4.326389 4.118056 4.229167
## 3091 3.977273 3.909091 3.863636
## 298 4.500000 4.000000 3.500000
## 63 4.004673 3.929907 3.847352
## 510 3.971429 3.850000 3.942857
## 1985 3.980846 3.847167 4.048683
## 2556 2.789474 2.736842 2.894737
## 2239.1 3.687500 3.500000 3.625000
## 2372 3.777180 3.774194 3.906810
## 1434 3.968750 3.953125 4.062500
## 2043 3.985714 3.800000 3.985714
## 1796 3.583333 3.388889 3.527778
## 397 3.444444 3.500000 3.611111
## 962 4.489510 4.349650 4.433566
## 2839 3.748718 3.710256 3.692308
## 2892 4.396093 4.264398 4.298027
## 2304 4.666667 4.666667 4.666667
## 476 4.097403 3.995034 4.152788
## 1023 2.733753 2.814465 3.088050
## 1418 3.441026 3.374359 3.627350
## 331 4.113636 3.977273 4.221591
## 2449 3.564394 3.583333 3.655303
## 1106 2.979310 3.051724 3.227586
## 2921 3.660194 3.677184 3.645631
## 2959 3.508163 3.595918 3.761224
## 1732 4.000000 3.625000 4.250000
## 190.1 2.934783 3.085507 3.225362
## 127 3.450000 3.477778 3.588889
## 2470 4.214674 4.070652 4.176630
## 728 2.990291 3.021036 3.237864
## 1100.1 3.410714 3.504464 3.736607
## 1645 4.333333 4.166667 4.500000
## 1850.1 2.757009 3.051402 2.789720
## 2732 4.140199 4.089330 4.122829
## 1414.1 1.928571 2.357143 1.821429
## 332 4.100000 4.200000 4.300000
## 2528 3.833333 3.650000 3.888889
## 1569 3.862069 3.862069 3.965517
## 2344 4.243925 4.050467 4.140187
## 728.1 2.990291 3.021036 3.237864
## 2642 3.755556 3.683333 3.850000
## 1189 2.993450 3.054585 3.262009
## 123 3.888554 3.713855 3.900602
## 2837 4.045283 3.981132 3.947170
## 727 3.750000 3.583333 3.875000
## 2223 3.895522 3.750000 3.917910
## 2967 2.810606 3.015152 2.939394
## 1869.1 3.566138 3.582011 3.736772
## 1071 3.531250 3.476562 3.750000
## 256 4.435540 4.362369 4.432056
## 1333 3.914474 3.861842 4.078947
## 778 3.899598 3.796185 3.710843
## 2200 4.084615 4.130769 4.061538
## 509 3.385542 3.385542 3.554217
## 873 4.437500 3.937500 4.375000
## 1030 2.939785 2.979570 3.289247
## 1598.1 4.462451 4.300395 4.320158
## 2783 3.955882 3.875959 3.855499
## 1328 4.000000 4.500000 4.500000
## 53 3.818662 3.779930 3.769366
## 1137 3.794118 3.617647 3.852941
## 1917 4.107143 3.964286 4.178571
## 2544 3.900000 3.500000 4.050000
## 2598 3.705128 3.653846 3.756410
## 638 3.839286 3.857143 4.026786
## 595 4.121403 4.031475 4.168165
## 1329 4.166667 3.916667 4.250000
## 3013 4.090909 3.909091 4.181818
## 2876 3.791667 3.694444 3.740741
## 733 2.939940 2.953453 2.980480
## 1389 2.216981 2.342767 2.487421
## 1907 4.412214 4.343511 4.534351
## 265.1 4.120370 4.021164 4.039683
## 489 3.708333 3.587719 3.900219
## 2900 4.196292 4.119565 4.128517
## 1219 2.949153 2.898305 3.177966
## 461 3.576923 3.634615 3.711538
## 1222.1 2.760000 2.840000 2.986667
## 349 3.440860 3.473118 3.865591
## 171 3.560606 3.469697 3.636364
## 1286 2.866379 3.004310 3.064655
## 1635 4.387952 4.249398 4.257831
## 866 3.985185 3.945926 3.877037
## 1970 3.508197 3.557377 3.532787
## 1294 3.863636 3.852273 4.193182
## 1444 3.520833 3.576389 3.715278
## 2403 3.650000 3.900000 4.000000
## 1966 4.050420 3.932773 3.823529
## 2795 4.168342 4.075377 4.036432
## 1684 2.287770 2.348921 2.528777
## 1954 3.532468 3.512987 3.733766
## 2052 4.117978 3.977528 4.176966
## 26 4.000000 4.000000 4.125000
## 1183 2.578947 2.526316 2.552632
## 110 3.911067 3.897233 4.037549
## 281 3.447368 3.388158 3.157895
## 1923 3.972222 3.861111 4.305556
## 497 3.666667 3.787356 3.574713
## 484 3.414373 3.426606 3.525994
## 2419 3.875000 3.562500 3.812500
## 147 3.541667 3.541667 3.715278
## 1199 2.605392 2.740196 2.860294
## 2232 3.613402 3.623711 3.737113
## 1768 3.917837 3.862360 3.844101
## 1785 4.053571 3.964286 4.000000
## 1374 2.134615 2.153846 2.480769
## 2000 3.551940 3.406758 3.619524
## 107 3.974468 3.803191 4.071277
## 1933 3.723039 3.693627 3.898284
## 3050 3.495215 3.488038 3.667464
## 126 3.989051 3.948905 4.047445
## 1154 2.948661 2.962054 3.026786
## 475 3.833333 4.000000 4.000000
## 2156.2 3.862245 3.744898 3.869898
## 1313.1 2.841085 2.965116 3.151163
## 213 3.733333 3.566667 3.800000
## 1544 3.494118 3.470588 3.541176
## 448 3.812500 3.718750 3.781250
## 577 3.531250 3.625000 3.656250
## 520 3.358696 3.320652 3.472826
## 2011 3.209402 2.940171 3.316239
## 2872 3.827381 3.839286 3.773810
## 1600 4.115385 4.115385 4.000000
## 1379.1 2.755814 2.627907 3.011628
## 2986 3.800000 3.708333 3.883333
## 1322 2.214286 1.928571 2.357143
## 2226 3.765152 3.810606 3.840909
## 967 3.687500 3.687500 3.750000
## 3062 3.686567 3.694030 3.932836
## 683 4.254144 4.145028 4.147790
## 2839.1 3.748718 3.710256 3.692308
## 2747 4.467606 4.246479 4.066197
## 424 4.149046 3.963037 4.054054
## 1106.1 2.979310 3.051724 3.227586
## 1071.1 3.531250 3.476562 3.750000
## 497.1 3.666667 3.787356 3.574713
## 1102 3.375000 3.358108 3.516892
## 1215 2.563218 2.597701 2.816092
## 340 3.031182 2.998906 3.321116
## 318 4.020492 3.877049 3.975410
## 2398 3.750000 3.691176 3.970588
## 3003 3.660000 3.480000 3.700000
## 1154.1 2.948661 2.962054 3.026786
## 1430 3.795276 3.625984 3.956693
## 2627 3.579646 3.449115 3.628319
## 1211 3.074194 3.177419 3.322581
## 770 2.166667 2.000000 2.166667
## 2081 4.107143 3.875000 4.000000
## 2606 3.750000 3.750000 3.678571
## 1826 3.341067 3.428074 3.529002
## 46 4.221289 4.137255 4.102241
## 1333.1 3.914474 3.861842 4.078947
## 2098 3.453704 3.449074 3.546296
## 100 4.605263 4.460526 4.546053
## 836 4.250000 3.750000 4.250000
## 481 4.071809 3.827128 4.071809
## 1662 4.295455 4.166667 4.234848
## 447 3.889961 3.849421 3.911197
## 1149 3.000000 3.000000 3.000000
## 2983 3.585145 3.530797 3.684783
## 761 1.785714 2.071429 2.071429
## 2997 3.666667 3.833333 3.708333
## 1634 4.051020 3.877551 4.071429
## 40.1 3.931688 3.901837 3.704363
## 430 3.949647 3.802120 3.975265
## 1609.1 4.184739 4.104418 4.122490
## 1721 3.652439 3.451220 3.762195
## 2122 4.099609 4.013672 4.000000
## 2577.1 2.954545 2.897727 3.147727
## 2241 4.000000 4.000000 4.062500
## 3019 3.142762 3.260292 3.403054
## 2344.1 4.243925 4.050467 4.140187
## 2086 4.250000 4.125000 4.062500
## 2618 3.749386 3.715397 3.739148
## 1274 4.034130 3.918089 4.119454
## 319 3.820000 3.828571 3.817143
## 1895 3.589319 3.663904 3.871087
## 59.1 3.903846 3.909091 3.826923
## 989 3.678715 3.785141 3.704819
## 729 3.312169 3.399471 3.428571
## 3084 4.056962 4.012658 3.892405
## 615 3.596774 3.500000 3.612903
## 1029 2.487342 2.635443 2.854430
## 954 4.086538 4.026224 4.053322
## 2476 3.987879 3.930303 3.987879
## 42 4.285942 4.231629 4.071885
## 2113 3.890244 3.768293 3.878049
## 2800 4.168675 4.070783 4.034639
## 304 4.023053 3.912936 4.044987
## 2184 4.206208 4.088692 4.069845
## 907 3.410326 3.461957 3.472826
## 1408 1.355769 1.682692 1.471154
## 1393 2.185897 2.487179 2.391026
## 703 4.434019 4.227603 4.236683
## 244 3.100000 3.100000 3.100000
## 1405 2.861111 2.888889 3.000000
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## 228 3.904255 3.723404 3.936170
## 730 3.645570 3.487342 3.721519
## 1621 4.245098 4.068627 4.284314
## 1533 3.762821 3.602564 3.884615
## 339 3.702851 3.668037 3.811952
## 2858 3.928997 3.936445 3.667329
## 204 3.489796 3.520408 3.602041
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## 2761 3.762238 3.765734 3.772727
## 1613 3.922559 3.824916 3.781145
## 2591 3.000000 3.500000 3.500000
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## 278 3.252809 3.247191 3.376404
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## 2076 3.918919 3.779279 3.837838
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## 1614 3.515060 3.593373 3.683735
## 258 3.925355 3.886256 3.616114
## 498 3.679012 3.524691 3.790123
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## 616 3.716667 3.616667 3.833333
## 1680 4.500000 4.166667 4.166667
## 501 3.000000 3.000000 3.250000
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## 2647 3.896552 3.758621 3.931034
## 59.2 3.903846 3.909091 3.826923
## 1354 1.862360 2.018258 2.446629
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## 2127 4.500000 4.000000 4.000000
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## 1388 2.475490 2.622549 2.610294
## 1461 3.308204 3.436807 3.544346
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## 668 4.110843 4.021687 4.120482
## 1288 3.409091 3.420455 3.738636
## 38 4.250000 4.250000 4.468750
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## 1178 2.870968 3.064516 3.048387
## 2293 3.455556 3.544444 3.677778
## 2940 3.142857 3.357143 3.142857
## 1039 2.487179 2.543590 2.866667
## 3165 3.069378 3.308612 3.076555
## 1957 4.076923 3.948718 4.282051
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## 196 3.431319 3.453297 3.741758
## 252 3.979951 3.892799 3.888707
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## 2391 3.732323 3.691919 3.863636
## 361 3.358491 3.141509 3.500000
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## 1396 2.561224 2.693878 2.622449
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## 259 4.299220 4.260234 4.230019
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## 3079 3.214286 3.214286 3.428571
## 1834 3.978571 3.878571 4.092857
## 574 4.000000 3.000000 3.500000
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## 1462 3.827022 3.827022 3.645439
## 1757 3.666667 3.333333 3.666667
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## 2049 3.738752 3.700290 3.770682
## 1174 3.434211 3.328947 3.434211
## 458 3.722222 3.777778 4.000000
## 305 3.459507 3.524648 3.478873
## 1341 3.807692 3.884615 3.935897
## 826 4.113311 4.024202 3.987624
## 1033 1.942308 2.115385 2.339161
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## 2244 4.060561 3.968981 4.021418
## 678 3.841004 3.811715 3.748954
## 2741 4.117797 4.011017 4.029661
## 313 3.744681 3.765957 3.489362
## 637 3.647826 3.626087 3.713043
## 452 3.522727 3.422078 3.516234
## 1257 3.015152 3.212121 2.969697
## 1157 3.418750 3.393750 3.460417
## 2248 3.996429 3.928571 3.964286
## 1940 3.823144 3.801310 4.093886
## 2883 3.714286 3.544643 3.607143
## 193 2.525896 2.745020 3.015936
## 2730 3.700000 3.750000 3.575000
## 1260 2.714286 3.035714 2.821429
## 1630 2.781250 3.031250 2.875000
## 2851 3.976190 3.825397 3.825397
## 725 3.516736 3.508368 3.587866
## 482 4.097403 3.928571 4.149351
## 2343 4.256983 4.181564 4.094972
## 2279 3.617647 3.609244 3.647059
## 1567 3.237113 3.319588 3.293814
## 2500 4.375000 4.500000 4.375000
## 1443 3.793478 3.641304 3.913043
## 52 3.927586 3.881034 3.817241
## 347 3.721374 3.690840 3.748092
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## 2741.1 4.117797 4.011017 4.029661
## 365 3.838710 3.709677 3.806452
## 959 3.912732 3.894850 3.901288
## 1562 3.625000 3.625000 3.625000
## 2306 4.000000 3.333333 3.833333
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## 550 3.678571 3.392857 3.107143
## 1952 3.576220 3.631098 3.826220
## 1072 3.651235 3.675926 3.790123
## 1829 3.806569 3.848540 3.833942
## 2372.1 3.777180 3.774194 3.906810
## 2666 3.937611 3.852941 4.000000
## 616.1 3.716667 3.616667 3.833333
## 2501 4.183483 4.125777 3.774015
## 2937 2.750000 3.250000 3.125000
## 2196 3.938697 3.888889 3.785441
## 866.1 3.985185 3.945926 3.877037
## 1580 3.089744 3.012821 3.333333
## 5 3.765625 3.734375 3.817708
## 1517 3.850736 3.748327 3.907631
## 2363 3.453704 3.462963 3.384259
## 1604 4.494253 4.339080 4.390805
## 1278.1 3.630000 3.580000 3.840000
## 1663 4.351562 4.179688 4.390625
## 3066 3.426471 3.470588 3.676471
## 2324 3.506276 3.640167 3.648536
## 1405.1 2.861111 2.888889 3.000000
## 2164 3.785354 3.626263 3.712121
## 2451 3.958333 3.770833 4.020833
## 1162.1 3.220930 3.209302 3.267442
## 555 3.375000 3.750000 3.000000
## 1287 3.900000 4.300000 4.300000
## 1626.1 3.513514 3.364865 3.581081
## 946 4.148844 4.078998 4.019750
## 1555 3.660000 3.688889 3.806667
## 467 3.156250 3.125000 3.093750
## 1244 1.909091 2.045455 1.977273
## 3058 3.965154 3.881686 4.168558
## 2880 3.911765 3.735294 3.852941
## 1535.1 4.239130 3.978261 4.043478
## 595.1 4.121403 4.031475 4.168165
## 2073 3.930108 3.838710 3.897849
## 2581 4.082111 4.024927 4.057185
## 345 4.300000 4.000000 4.200000
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## 1320 2.562500 2.500000 2.625000
## 771 3.100000 3.000000 3.600000
## 1476 3.674180 3.678279 3.696721
## 354 4.027778 3.944444 4.074074
## 3157 4.211340 4.067010 4.123711
## 2351 3.850136 3.717984 3.788828
## 94 3.971154 3.903846 3.855769
## 278.1 3.252809 3.247191 3.376404
## 2260 4.333333 4.000000 4.166667
## 2763 4.363636 4.000000 4.181818
## 1056.1 2.505495 2.673077 2.758242
## 1039.1 2.487179 2.543590 2.866667
## 3007 3.500000 3.250000 3.500000
## 1149.1 3.000000 3.000000 3.000000
## 37.1 4.000000 3.900000 4.100000
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## 1192 3.007126 3.053444 3.200713
## 2988 3.571429 3.395918 3.667347
## 2604 4.000000 4.100000 4.150000
## 2726 4.373134 4.174129 4.293532
## 300 3.500000 4.000000 4.000000
## 2135 3.600000 3.620000 3.820000
## 2133 4.000000 3.888889 4.077778
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## 3059 2.881111 2.986667 3.185556
## 2492 4.320416 4.350492 4.165414
## 2851.1 3.976190 3.825397 3.825397
## 1352 2.500000 2.666667 2.333333
## 2234 3.361905 3.430952 3.478571
## 268 4.500000 4.666667 4.333333
## 2434 4.104680 4.013547 4.176108
## 1035 2.339879 2.409366 2.551360
## 985 3.539568 3.521583 3.857314
## 2500.1 4.375000 4.500000 4.375000
## 430.1 3.949647 3.802120 3.975265
## 6 4.192063 4.087302 4.230159
## 110.1 3.911067 3.897233 4.037549
## 364 3.766667 3.733333 3.722222
## 1288.1 3.409091 3.420455 3.738636
## 2698 4.217949 4.171598 4.113412
## 459 3.555556 3.500000 3.650794
## 515 3.637931 3.422414 3.689655
## 178 4.181661 4.174740 4.039792
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## 2535 4.290881 4.083333 4.227987
## 2097 4.300000 4.200000 4.100000
## 1021.1 3.053691 3.026286 3.370246
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## 847 3.520833 3.614583 3.916667
## 530 3.083333 3.250000 3.250000
## 715 3.833333 3.500000 3.750000
## 1218 2.568807 2.637615 2.862385
## 107.1 3.974468 3.803191 4.071277
## 2681 3.845361 3.684536 3.906186
## 577.1 3.531250 3.625000 3.656250
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## 1731 3.807692 3.653846 3.730769
## 2766 3.852564 3.820513 3.769231
## 18 3.734568 3.709877 3.820988
## 1533.1 3.762821 3.602564 3.884615
## 896 3.585561 3.628342 3.772727
## 191 3.350129 3.326873 3.489664
## 1291 3.460526 3.414474 3.572368
## 2197 3.621514 3.663347 3.525896
## 1534 3.750000 4.000000 3.750000
## 1617 3.746795 3.730769 3.724359
## 648 4.038462 3.930769 3.953846
## 219 4.227778 4.245833 4.372222
## 2065 3.000000 3.000000 3.000000
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## 2361 4.119718 4.077465 4.161972
## 1516 3.500000 3.312500 3.500000
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## 624 3.359375 3.421875 3.343750
## 137 3.824713 3.704023 4.000575
## 46.1 4.221289 4.137255 4.102241
## 312 3.858607 3.827869 3.862705
## 1481 3.624424 3.631336 3.794931
## 359 3.602564 3.576923 3.660256
## 1107 3.154545 3.213636 3.409091
## 2976.1 3.714286 3.714286 3.928571
## 1888 3.565517 3.520690 3.610345
## 1760 3.666667 3.833333 3.833333
## 334 3.666667 3.583333 3.416667
## 995 3.987805 4.134146 4.341463
## 787 3.371429 3.585714 3.478571
## 702 3.903974 3.788079 3.874172
## 1687 1.837838 1.743243 1.945946
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## 2683 4.500000 4.000000 4.333333
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## 2975 3.875000 3.958333 4.208333
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## 1581 3.875000 3.875000 3.750000
## 1701 2.312500 2.375000 2.500000
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## 820 4.166667 4.083333 4.135417
## 1309 2.910000 2.985000 3.095000
## 1542 3.710526 3.710526 3.894737
## 3118 3.696356 3.682186 3.856275
## 2809 3.783465 3.846457 3.728346
## 285 3.475000 3.725000 3.725000
## 984.1 3.750000 3.000000 3.500000
## 882 4.250000 4.041667 4.041667
## 175.1 3.907895 3.868421 4.315789
## 2133.1 4.000000 3.888889 4.077778
## 854.1 3.880952 3.869048 3.869048
## 229 3.727848 3.708861 3.816456
## 2607 3.735294 3.558824 3.691176
## 3023 4.051994 3.987179 4.146011
## 2246 4.133421 4.029723 4.035007
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## 2941 3.875000 3.500000 3.875000
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## 1293 3.602564 3.628205 3.794872
## 1079 3.794574 3.771318 3.922481
## 2912 3.949675 3.938312 3.941558
## 29 4.055556 3.833333 4.083333
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## 2503 3.891758 3.778022 3.852198
## 1545 3.378788 3.469697 3.545455
## 1521 3.748619 3.596685 3.808471
## 2046 4.279701 4.104303 4.273620
## 758 2.250000 2.125000 3.000000
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## 2276 3.696262 3.738318 3.864486
## 740 3.851240 3.752066 3.652893
## 3026 4.335616 4.228767 4.371233
## 2446 4.267591 4.086354 4.133262
## 241 3.083333 3.260417 3.031250
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## 1584 3.916667 3.854167 3.916667
## 1672 4.375000 3.875000 4.000000
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## 2319 4.169355 4.014337 4.089606
## 154 3.642857 3.651786 3.866071
## 2391.1 3.732323 3.691919 3.863636
## 3043 3.716495 3.608247 3.835052
## 409 4.500000 4.428571 4.428571
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## 1822 4.153205 4.068786 4.100313
## 2151 3.711644 3.727397 3.743151
## 1332 3.905660 3.827044 3.993711
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## 2922 4.242268 4.206186 4.213918
## 3128 2.034483 2.362069 2.379310
## 2133.2 4.000000 3.888889 4.077778
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## 1366.2 2.357143 2.291209 2.697802
## 3019.1 3.142762 3.260292 3.403054
## 1713 2.000000 2.000000 2.000000
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## 2731 3.870279 3.770115 3.877668
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## 2943 3.500000 3.700000 3.800000
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## 2960 3.487544 3.462633 3.647687
## 340.1 3.031182 2.998906 3.321116
## 646 3.750000 3.722222 3.722222
## 2530 4.222727 3.997727 4.173864
## 1399.1 2.621622 2.581081 2.824324
## 974 3.071429 2.642857 3.285714
## 52.1 3.927586 3.881034 3.817241
## 1561 3.750000 3.850000 3.991667
## 2724 4.149644 4.080760 4.070071
## 651 3.877049 3.737705 3.827869
## 288 4.379310 4.310345 4.224138
## 1051 2.750000 2.791667 3.026786
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## 836.1 4.250000 3.750000 4.250000
## 1011 3.678082 3.746575 3.952055
## 181 4.138889 4.131944 4.069444
## 1365 2.203125 2.218750 2.578125
## 567 2.992908 3.159574 3.170213
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## 1774 4.212454 3.996337 4.038462
## 2099 4.000000 3.500000 3.833333
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## 1162.2 3.220930 3.209302 3.267442
## 2049.1 3.738752 3.700290 3.770682
## 919.1 3.642857 3.589286 3.571429
## 1139 2.636364 2.863636 2.727273
## 714 2.995238 2.980952 3.000000
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## 1191 2.962379 3.013350 3.189320
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## 186 3.909548 3.836683 3.919598
## 352 3.667742 3.683871 3.719355
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## 921 3.630952 3.666667 3.666667
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## 3037 3.847273 3.809091 4.058182
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## 2429 3.500000 3.916667 3.666667
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## 1631 3.000000 3.203390 3.118644
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## 2355 3.619048 3.693122 3.502646
## 3012.1 3.500000 3.625000 3.708333
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## 1422 3.650327 3.640523 3.823529
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## 823 4.158268 4.052756 4.142126
## 1263 3.045455 3.136364 3.045455
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## 3004 4.128571 4.028571 4.157143
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## 286 3.875000 3.833333 3.833333
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## 1519 3.451501 3.351039 3.632794
## 75 3.990964 3.906627 3.891566
## 2962 3.516245 3.552347 3.772563
## 2751 4.227080 4.150212 3.967560
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## 1541 3.531915 3.574468 3.531915
## 146 3.452381 3.500000 3.619048
## 1714 1.625000 2.000000 1.875000
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## 1202 2.528646 2.697917 2.872396
## 2377 3.624579 3.602694 3.664983
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## 1374.2 2.134615 2.153846 2.480769
## 2798 3.986441 3.883051 3.828814
## 56 3.521645 3.595238 3.573593
## 2270 3.704082 3.785714 3.775510
## 2558 3.891753 3.762887 4.015464
## 1779 3.590604 3.439597 3.607383
## 2616 3.680000 3.660000 3.740000
## 2290 3.550000 3.450000 3.550000
## 3076 2.937500 3.375000 3.375000
## 2034 3.760870 3.855072 3.695652
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## 2703 4.312950 4.290767 4.173861
## 2504 4.142857 4.035714 4.178571
## 3170 3.287009 3.323263 3.318731
## 2643 3.745763 3.754237 3.788136
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## 2278 3.695122 3.609756 3.756098
## 2221 3.916978 3.850746 3.945896
## 899 3.693182 3.738636 3.727273
## 640 4.000000 4.000000 4.000000
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## 66.1 4.136905 3.952381 3.976190
## 380 4.190476 3.988095 3.964286
## 2082 3.738095 3.619048 3.666667
## 2611 3.562500 3.625000 3.479167
## 1961.1 3.875000 3.796053 3.986842
## 2195 4.063830 3.861702 3.936170
## 2058 3.271429 3.157143 3.285714
## 1378 3.035211 3.063380 3.401408
## 1883 3.655844 3.616883 3.831169
## 2259 4.400000 4.100000 4.200000
## 88 4.024272 3.985437 3.742718
## 1586 3.640000 3.700000 3.740000
## 1384 2.730769 2.756993 2.998252
## 2373 4.250000 4.250000 4.250000
## 1901 3.761364 3.761364 3.965909
## 820.1 4.166667 4.083333 4.135417
## 710 3.673423 3.683559 3.612613
## 2000.1 3.551940 3.406758 3.619524
## 2963 3.008287 3.165746 3.207182
## 329.1 3.479167 3.562500 3.354167
## 702.1 3.903974 3.788079 3.874172
## 2418 3.166667 3.166667 3.133333
## 624.1 3.359375 3.421875 3.343750
## 1811 3.636411 3.549318 3.741343
## 277 3.723810 3.752381 3.747619
## 464 3.347826 3.326087 3.326087
## 47 4.235870 4.141304 4.083696
## 601 4.500000 4.000000 4.500000
## 561 3.570470 3.660235 3.894295
## 2912.1 3.949675 3.938312 3.941558
## 1751 3.571429 3.428571 3.785714
## 3179 3.602500 3.547500 3.650000
## 778.1 3.899598 3.796185 3.710843
## 1228 2.684593 2.915698 2.763081
## 3001 3.358974 3.474359 3.564103
## 1164 3.960000 3.820000 3.960000
## 996 3.235000 3.255000 3.530000
## 2959.1 3.508163 3.595918 3.761224
## 55 3.428571 3.785714 3.500000
## 1528 4.084559 3.860294 4.073529
## 2604.1 4.000000 4.100000 4.150000
## 2636 3.142857 3.130952 3.119048
## 2904 3.882206 3.823308 3.843358
## 2900.1 4.196292 4.119565 4.128517
## 116.1 3.857143 3.839286 3.910714
## 206 3.354167 3.392361 3.534722
## 340.2 3.031182 2.998906 3.321116
## 1529 4.200000 4.000000 4.300000
## 2002 3.684573 3.553719 3.761708
## 2513 4.360000 4.310000 4.172500
## 90 4.151934 4.069061 3.922652
## 1398 3.000000 2.925000 3.108333
## 684 3.901042 3.845052 3.953125
## 683.1 4.254144 4.145028 4.147790
## 2843 3.957627 3.974576 3.940678
## 2509 4.000000 3.875000 4.000000
## 2065.1 3.000000 3.000000 3.000000
## 1151 3.700000 3.800000 3.800000
## 2387 3.462121 3.333333 3.575758
## 600 3.982394 3.860915 3.917254
## 521 4.000000 4.100000 4.000000
## 1111 2.796053 2.934211 2.940789
## 178.1 4.181661 4.174740 4.039792
## 1075 3.505747 3.500000 3.666667
## 2346.1 4.153707 3.993671 4.060579
## 446 4.437500 4.125000 4.187500
## 1508 3.625000 3.500000 3.625000
## 1670 4.000000 4.500000 4.500000
## 1392 2.254545 2.418182 2.290909
## 2959.2 3.508163 3.595918 3.761224
## 1483 3.557018 3.535088 3.701754
## 741 4.069444 3.972222 4.013889
## 2397 4.058824 3.852941 4.088235
## 850 3.976000 3.966000 3.992000
## 3036 3.564444 3.615556 3.731111
## 2337 4.091885 3.988465 3.935561
## 2758 3.975452 3.432817 3.571059
## 2479 4.000000 4.000000 4.300000
## 2062 3.777439 3.637195 3.911585
## 2702 4.218354 4.219937 4.047468
## 1328.1 4.000000 4.500000 4.500000
## 2059 3.882353 3.823529 3.911765
## 46.2 4.221289 4.137255 4.102241
## 927 4.305430 4.085973 4.260181
## 1047 2.811765 2.850000 3.047059
## 1363 2.404459 2.350318 2.722930
## 2106.1 3.881579 3.828947 3.828947
## 1861 3.875207 3.805785 3.946281
## 994 3.732759 3.745690 4.051724
## 2959.3 3.508163 3.595918 3.761224
## 139 3.862132 3.755515 4.112132
## 1277 3.764516 3.770968 3.967742
## 1225 2.952381 3.055556 3.333333
## 1847 3.695000 3.692500 3.875000
## 611 3.789474 3.552632 3.710526
## 2308 4.000000 3.750000 3.916667
## 1809 3.912011 3.851955 3.984637
## 3065 3.365385 3.288462 3.519231
## 654 3.930556 3.736111 3.888889
## 392 4.000000 3.916667 3.916667
## 744 4.176471 3.823529 3.794118
## 3016.1 4.425038 4.283190 4.515901
## 441 3.626923 3.500000 3.811538
## 514 3.635514 3.490654 3.883178
## 2251 3.952381 3.880952 3.916667
## 2073.1 3.930108 3.838710 3.897849
## 1080 3.236111 3.143519 3.384259
## 2849 3.833333 3.751852 3.788889
## 540 3.383721 3.325581 3.209302
## 581 3.144737 3.223684 3.276316
## 1185 2.749211 2.841877 3.025237
## 2474 4.000000 3.952020 4.000000
## 2590 4.162037 4.060185 4.129630
## 2409 3.964286 3.818878 3.841837
## 2671 3.972222 4.180556 4.083333
## 2370 3.753623 3.855072 3.724638
## 76 3.801980 3.841584 3.717822
## 2512 4.300000 4.500000 4.300000
## 2498 4.399225 4.344961 4.275194
## 1359 2.427861 2.475124 2.893035
## 316 3.894558 3.911565 4.034014
## 2393 3.761905 3.630952 3.827381
## 3082 3.833333 3.916667 4.083333
## 916 3.944444 3.861111 4.138889
## 2906 3.924107 3.914062 4.001116
## 930 4.173377 4.054870 4.159740
## 1111.1 2.796053 2.934211 2.940789
## 2036 4.198020 4.212871 4.069307
## 104 4.130065 4.036062 4.194895
## 1757.1 3.666667 3.333333 3.666667
## 1653 2.963415 3.195122 3.170732
## 2829 4.016667 3.901667 3.911667
## 303 4.000000 4.000000 3.500000
## 1959 4.215909 4.102273 4.284091
## 1908 3.600000 3.610000 3.900000
## 2145 4.029130 3.875369 3.831121
## 3125 3.495098 3.426471 3.583333
## 2856 3.901316 3.868421 3.846491
## 115 3.856725 3.817251 3.798246
## 1642 4.087838 4.038288 4.101351
## 3000 3.753012 3.614458 3.843373
## 2341 3.956311 3.894822 3.902913
## 2758.1 3.975452 3.432817 3.571059
## 3108 3.966667 3.733333 3.866667
## 2306.1 4.000000 3.333333 3.833333
## 2566 4.214286 4.142857 4.142857
## 2144.1 3.500000 3.272727 3.590909
## 2870 3.338843 3.466942 3.297521
## 1077 3.153846 3.182692 3.403846
## 35.1 4.214286 4.261905 4.452381
## 192 3.433566 3.440559 3.744755
## 1141 3.357143 3.464286 3.500000
## 1872 3.018433 3.066820 3.076037
## 154.1 3.642857 3.651786 3.866071
## 2899 4.162865 4.057482 4.102646
## 2935 3.421053 3.289474 3.526316
## 3025 4.000000 4.166667 4.000000
## 659 4.012500 4.000000 3.950000
## 3146 4.310606 4.295455 4.393939
## 2151.1 3.711644 3.727397 3.743151
## 614 3.832869 3.828691 3.816156
## 509.1 3.385542 3.385542 3.554217
## 1795 3.850000 3.950000 3.650000
## 2607.1 3.735294 3.558824 3.691176
## 3065.1 3.365385 3.288462 3.519231
## 1980 3.807692 3.769231 3.961538
## 1903 3.460843 3.484940 3.743976
## 2093 4.135135 4.067568 4.067568
## 2102 4.111111 3.888889 4.000000
## 2453 4.065359 3.712418 3.908497
## 818 4.316489 4.114362 4.367021
## 146.1 3.452381 3.500000 3.619048
## 901 3.628571 3.714286 3.728571
## 1943 4.250000 4.145833 4.458333
## 1846 3.343496 3.256098 3.367886
## 2373.1 4.250000 4.250000 4.250000
## 2553 4.041985 3.809160 4.022901
## 3063 3.592593 3.703704 3.666667
## 2287 2.892857 2.946429 3.017857
## 1411 2.818182 2.795455 3.000000
## 2003 3.817143 3.674286 3.851429
## 2826.1 3.743103 3.738793 3.695690
## 318.1 4.020492 3.877049 3.975410
## 2179 4.061060 3.996544 3.975806
## 3197 3.555556 3.833333 3.527778
## 1694 3.309524 3.261905 3.392857
## 1409 1.772727 2.193182 2.000000
## 221.1 3.726804 3.680412 3.812715
## 1454 3.911067 3.836957 4.039526
## 60 4.369792 4.205729 4.174479
## 2766.1 3.852564 3.820513 3.769231
## 2548 3.809524 3.583333 3.738095
## 836.2 4.250000 3.750000 4.250000
## 1467 3.846847 3.813814 3.933934
## 3013.1 4.090909 3.909091 4.181818
## 1097 2.922465 2.959245 3.172962
## 1790 4.264706 4.323529 4.117647
## 208 3.159574 3.132979 3.398936
## 2379 3.574074 3.444444 3.666667
## 2133.3 4.000000 3.888889 4.077778
## 2278.1 3.695122 3.609756 3.756098
## 22 4.000000 4.044118 4.000000
## 1116 3.411392 3.360759 3.512658
## 1821 4.064607 4.039326 4.199438
## 1821.1 4.064607 4.039326 4.199438
## 1356 2.115909 2.184091 2.569318
## 1029.1 2.487342 2.635443 2.854430
## 1908.1 3.600000 3.610000 3.900000
## 2664 4.136187 4.082361 4.035668
## 1017 2.420309 2.473100 2.883995
## 128 3.841667 3.779167 3.875000
## 1810 3.635317 3.581574 3.765835
## 1932 3.638720 3.679878 3.836890
## 86 3.885204 3.870536 3.713010
## 3081 4.000000 3.700000 4.300000
## 726 3.553922 3.553922 3.578431
## 1104 2.762376 2.846535 3.032178
## 119 3.486486 3.547297 3.540541
## 1598.3 4.462451 4.300395 4.320158
## 1189.1 2.993450 3.054585 3.262009
## 2490 4.626294 4.479814 4.397516
## 1096 3.440043 3.470021 3.625268
## 1143 4.222222 4.166667 4.333333
## 26.1 4.000000 4.000000 4.125000
## 2150 3.500675 3.424426 3.572200
## 2703.1 4.312950 4.290767 4.173861
## 1130 3.672840 3.771605 4.018519
## 650 3.515152 3.651515 3.757576
## 121 3.668478 3.592391 3.690217
## 261 3.657104 3.598361 3.580601
## 443 3.942997 3.809446 4.006515
## 1759 3.666667 3.500000 3.583333
## 501.1 3.000000 3.000000 3.250000
## 239 3.925000 3.825000 3.975000
## 2260.1 4.333333 4.000000 4.166667
## 410 3.607143 3.714286 3.821429
## 532 3.500000 4.000000 3.500000
## 2246.1 4.133421 4.029723 4.035007
## 2205 3.970803 3.748175 3.791971
## 380.1 4.190476 3.988095 3.964286
## 1444.1 3.520833 3.576389 3.715278
## 889 3.975434 3.932081 3.970376
## 1672.1 4.375000 3.875000 4.000000
## 2634 3.879747 3.772152 3.987342
## 2401 3.125000 3.125000 3.375000
## 1496 3.870871 3.776276 3.762763
## 131 3.914634 3.817073 3.975610
## 2400 3.600000 3.400000 3.800000
## 306 3.372727 3.406061 3.536364
## 2925.1 3.866071 3.843750 3.736607
## 1977.2 3.700000 3.640000 3.780000
## 3141 4.195431 4.005076 4.192893
## 171.1 3.560606 3.469697 3.636364
## 1323 2.250000 2.375000 2.875000
## 2021 4.309524 4.126190 4.202381
## 2638.1 3.642857 3.571429 3.732143
## 1661 3.936214 3.658436 3.886831
## 2686 4.294872 4.115385 4.269231
## 2293.1 3.455556 3.544444 3.677778
## 1887 3.229630 3.288889 3.377778
## 3036.1 3.564444 3.615556 3.731111
## 1450 3.911765 3.897059 4.014706
## 881 3.657407 3.620370 3.675926
## 2933.1 4.500000 4.000000 4.000000
## 3135 4.566002 4.377018 4.431624
## 2036.1 4.198020 4.212871 4.069307
## 564 3.259701 3.561194 3.528358
## 527 4.333333 3.833333 4.333333
## 2909 3.695035 3.693262 3.641844
## 510.1 3.971429 3.850000 3.942857
## 358 3.074074 3.296296 3.064815
## 1161 3.085526 2.993421 3.118421
## 1591 3.250000 3.250000 3.000000
## 82 3.967880 3.862955 3.853854
## 3044 4.500000 4.500000 4.388889
## 399 3.459459 3.472973 3.432432
## 2632 3.666667 3.657738 3.732143
## 701 3.002237 3.097315 3.240492
## 145 4.068182 4.136364 4.469697
## 1369 2.375000 2.500000 2.500000
## 564.1 3.259701 3.561194 3.528358
## 1330 3.870229 3.854962 4.072519
## 170 3.750000 3.428571 3.821429
## 823.1 4.158268 4.052756 4.142126
## 1173 3.140000 2.940000 3.180000
## 2132 4.100000 4.050000 4.050000
## 3027 3.782392 3.813953 3.990033
## 1205 2.949339 3.055066 3.229075
## 28 3.916667 3.983333 3.866667
## 3012.2 3.500000 3.625000 3.708333
## 134 3.909091 3.909091 3.840909
## 1264 2.777778 2.944444 3.111111
## 791 3.486726 3.415929 3.473451
## 2742 4.038462 3.846154 3.980769
## 691 3.691176 3.687500 3.775735
## 1394 2.361702 2.372340 2.382979
## 1522 3.717054 3.680879 3.812661
## 242.2 3.512500 3.512500 3.612500
## 1449 3.684211 3.552632 3.605263
## 1656 4.309524 4.214286 4.166667
## 165 3.307692 3.371795 3.538462
## 345.1 4.300000 4.000000 4.200000
## 144.1 2.881410 2.919872 3.157051
## 146.2 3.452381 3.500000 3.619048
## 2487 3.931217 3.882275 4.005291
## 1548 4.143289 4.060459 4.209190
## 497.2 3.666667 3.787356 3.574713
## 1955 4.078947 4.078947 4.000000
## 2902 3.867695 3.879058 3.830357
## 1906 3.990566 4.047170 4.160377
## 2470.1 4.214674 4.070652 4.176630
## 2898 4.000000 3.000000 4.000000
## 1797 4.000000 4.000000 4.000000
## 3070 3.500000 3.312500 3.687500
## 1809.1 3.912011 3.851955 3.984637
## 1620 3.847059 3.852941 3.947059
## 2428 3.777778 3.888889 3.944444
## 1411.1 2.818182 2.795455 3.000000
## 83 4.264706 4.058824 4.117647
## 1668 4.500000 4.000000 4.500000
## 670 4.182067 4.128818 4.230619
## 1503 3.600000 3.750000 3.550000
## 2857 3.687117 3.541411 3.610429
## 1719.1 3.500000 3.283784 3.648649
## 70 3.825359 3.688995 3.600478
## 3079.1 3.214286 3.214286 3.428571
## 908 2.676724 3.107759 2.883621
## 122 3.571429 3.610390 3.668831
## 2211 3.831215 3.793785 3.906073
## 1631.1 3.000000 3.203390 3.118644
## 1718 3.784314 3.676471 3.986928
## 68 4.349206 4.301587 4.198413
## 1674 4.500000 4.500000 4.500000
## 2052.1 4.117978 3.977528 4.176966
## 600.1 3.982394 3.860915 3.917254
## 1832 3.661826 3.632780 3.786307
## 2511 4.128924 4.068386 4.093049
## 527.1 4.333333 3.833333 4.333333
## 2201 4.105882 3.997059 3.935294
## 2282 3.604167 3.468750 3.677083
## 3095.1 4.105263 4.052632 3.973684
## 707 3.587446 3.546674 3.615343
## 444 3.804000 3.768000 3.772000
## 2906.1 3.924107 3.914062 4.001116
## 2159 3.531250 3.562500 3.570312
## 2294 3.445652 3.478261 3.500000
## 3113 3.446864 3.537456 3.271777
## 1900 3.398734 3.392405 3.586498
## 13 3.690476 3.773810 3.869048
## 174 3.581395 3.406977 3.697674
## 2120 4.249384 4.072044 4.121305
## 2362 3.479592 3.474490 3.576531
## 1991.1 3.846690 3.632404 3.868467
## 1611 4.122047 3.883858 3.923228
## 557 1.318182 1.409091 1.136364
## 972 3.625000 2.875000 3.625000
## 2678 4.193548 4.064516 4.161290
## 654.1 3.930556 3.736111 3.888889
## 1311 2.142857 2.420635 2.500000
## 1629 3.772727 3.325758 3.598485
## 2777 4.364190 4.244715 4.232543
## 216 3.653226 3.620968 3.991935
## 298.1 4.500000 4.000000 3.500000
## 932 4.229079 4.123431 4.020572
## 3179.1 3.602500 3.547500 3.650000
## 310.1 3.404255 3.384752 3.517730
## 3122 3.709056 3.683044 3.928709
## 680 4.229000 4.234000 4.190000
## 2785 3.960294 3.880147 3.866912
## 1289 4.052000 3.988000 4.236000
## 276 4.065217 4.086957 3.869565
## 2886 3.333333 3.222222 3.083333
## 2709 4.082418 4.065934 4.049451
## 1317 2.500000 2.500000 2.500000
## 624.2 3.359375 3.421875 3.343750
## 1127 3.761364 3.727273 3.829545
## 1700 3.000000 3.166667 2.958333
## 240 3.750000 3.500000 3.750000
## 3085 4.000000 4.000000 4.000000
## 1515 3.500000 3.750000 3.500000
## 1834.1 3.978571 3.878571 4.092857
## 725.1 3.516736 3.508368 3.587866
## 1013 3.750000 4.125000 3.937500
## 2284 3.775641 3.826923 3.903846
## 135 3.878571 3.800000 3.996429
## 2582 4.031796 3.940150 4.014963
## 2898.1 4.000000 3.000000 4.000000
## 2540 3.833333 3.671569 3.877451
## 1420 3.084437 3.109272 3.238411
## 2071 3.100000 3.500000 3.200000
## 1157.1 3.418750 3.393750 3.460417
## 2772 3.500000 3.666667 3.500000
## 539 3.818182 3.727273 3.727273
## 562 3.713889 3.790278 3.770833
## 422 4.173357 4.000582 4.034031
## 1988 3.775939 3.732111 3.819767
## 1131 3.071429 3.428571 3.285714
## 2618.1 3.749386 3.715397 3.739148
## 2452 3.957317 3.762195 3.762195
## 2328 4.142857 4.160714 4.178571
## 2269 3.511905 3.500000 3.684524
## 2966 3.450704 3.528169 3.577465
## 892 3.738550 3.749364 3.868957
## 171.2 3.560606 3.469697 3.636364
## 2543 4.236111 3.944444 4.180556
## 2574 4.000000 3.000000 4.000000
## 2019.1 3.651184 3.615665 3.685792
## 1402.1 2.209677 2.548387 2.306452
## 3103 3.998382 3.896440 4.085761
## 733.1 2.939940 2.953453 2.980480
## 3121 3.600000 3.551818 3.815455
## 2740 3.825967 3.685083 3.870166
## 2179.1 4.061060 3.996544 3.975806
## 2596 2.750000 2.750000 2.500000
## 2990.1 3.659091 3.651515 3.750000
## 2163 4.319149 4.159574 4.180851
## 568 3.500000 3.500000 3.500000
## 400 4.500000 4.000000 4.500000
## 2432 3.951613 3.854839 4.096774
## 2786.1 3.951411 3.927116 3.883229
## 1556 3.594937 3.639241 3.737342
## 2643.1 3.745763 3.754237 3.788136
## 2740.1 3.825967 3.685083 3.870166
## 763 2.750000 2.750000 2.500000
## 2005 3.068075 3.132629 2.984742
## 1951 3.829861 3.812500 4.090278
## 1178.1 2.870968 3.064516 3.048387
## 2231 4.245455 4.090909 4.200000
## 3095.2 4.105263 4.052632 3.973684
## 3139 4.923077 4.423077 4.807692
## 1491 3.786232 3.717391 3.902174
## 2875 3.416667 3.462121 3.515152
## 1757.2 3.666667 3.333333 3.666667
## 457 2.903846 2.855769 2.807692
## 883 3.795775 3.816901 3.816901
## 639 3.750000 4.250000 4.000000
## 2373.2 4.250000 4.250000 4.250000
## 3053 4.260870 4.086957 4.271739
## 3180 3.809406 3.762376 3.801980
## 1274.1 4.034130 3.918089 4.119454
## 2841 3.791045 3.768657 3.843284
## 1455 3.518744 3.554827 3.693533
## 1687.1 1.837838 1.743243 1.945946
## 558.1 3.750000 3.437500 3.062500
## 1509 3.250000 3.333333 3.333333
## 1869.2 3.566138 3.582011 3.736772
## 1923.1 3.972222 3.861111 4.305556
## 23 3.625000 3.625000 3.875000
## 1412 1.438776 1.693878 1.612245
## 573.1 2.823529 2.893382 2.974265
## 2129 4.085938 3.937500 4.000000
## 1954.1 3.532468 3.512987 3.733766
## 231 3.300000 3.300000 3.433333
## 3164 3.013866 3.084013 3.020392
## 3104 3.669219 3.597243 3.810873
## 871 3.807229 3.761044 3.845382
## 1448 4.500000 4.000000 4.500000
## 2249 3.815789 3.973684 3.894737
## 695 4.019002 3.980998 4.077197
## 1920 4.095238 3.928571 4.357143
## 2216 3.902838 3.834061 3.967249
## 377 3.856195 3.789823 3.860619
## 1635.1 4.387952 4.249398 4.257831
## 1797.1 4.000000 4.000000 4.000000
## 2810.1 3.888554 3.831325 3.861446
## 269 3.829327 3.656250 3.766827
## 3055 3.606635 3.561611 3.758294
## 125 3.833333 3.771739 3.750000
## 2707 4.455056 4.220974 4.284644
## 760 3.000000 3.000000 3.000000
## 2284.1 3.775641 3.826923 3.903846
## 2813 3.856667 3.813333 3.846667
## 1094 3.412698 3.428571 3.555556
## 1533.2 3.762821 3.602564 3.884615
## 2967.1 2.810606 3.015152 2.939394
## 918.1 3.697368 3.618421 3.697368
## 1937 3.904088 3.841195 4.139937
## 680.1 4.229000 4.234000 4.190000
## 1169 2.810000 2.780000 2.860000
## 405 3.882353 3.882353 3.705882
## 918.2 3.697368 3.618421 3.697368
## 1128 3.917614 3.974432 3.826705
## 2829.1 4.016667 3.901667 3.911667
## 1298 4.000000 4.166667 3.666667
## 2145.1 4.029130 3.875369 3.831121
## 3011 3.175000 3.125000 3.225000
## 598 3.951389 3.834722 3.898611
## 109.1 3.633929 3.712798 3.764881
## 2362.1 3.479592 3.474490 3.576531
## 2478 4.203390 3.983051 4.084746
## 2185 4.223247 4.068266 4.067651
## 2928 4.339286 4.267857 4.339286
## 1925 3.941243 3.877994 4.124626
## 2896 4.277990 4.148804 4.231100
## 468.1 3.956522 3.847826 3.978261
## 64 3.714968 3.789809 3.673567
## 3023.1 4.051994 3.987179 4.146011
## 520.1 3.358696 3.320652 3.472826
## 837 4.047847 3.950239 4.007656
## 1828 3.894879 3.792453 3.920485
## 799 3.750000 3.671053 3.651316
## 1310 2.893333 2.900000 3.226667
## 414 3.850000 3.700000 3.700000
## 2343.1 4.256983 4.181564 4.094972
## 583 3.600000 3.650000 3.800000
## 1358 2.355392 2.367647 2.708333
## 306.1 3.372727 3.406061 3.536364
## 2703.2 4.312950 4.290767 4.173861
## 188 3.440000 3.450000 3.550000
## 1808.1 4.053097 4.079646 4.174779
## 2738.1 4.230769 4.076923 4.192308
## 1600.1 4.115385 4.115385 4.000000
## 1083 3.582524 3.533981 3.723301
## 2904.1 3.882206 3.823308 3.843358
## 2047 4.130827 4.045865 4.052632
## 2137 4.173913 4.021739 4.217391
## 2823 4.333333 3.833333 4.166667
## 2001 3.924242 3.881119 3.918415
## 3173 3.861538 3.669231 3.796154
## 1138 3.166667 2.833333 3.333333
## 2401.1 3.125000 3.125000 3.375000
## 1997 4.397959 4.255102 4.367347
## 2059.1 3.882353 3.823529 3.911765
## 145.1 4.068182 4.136364 4.469697
## 2764 3.993377 3.951987 3.945364
## 2982 3.637546 3.658922 3.795539
## 931 4.247135 4.103868 4.194842
## 2234.1 3.361905 3.430952 3.478571
## 2365 4.227273 4.045455 3.909091
## 1203 2.848592 2.917254 3.007042
## 2445 4.153295 4.091691 4.111748
## 3035 3.927184 3.949838 4.093851
## 2061 4.244186 4.290698 4.186047
## 1690 2.687500 2.859375 2.671875
## 1864 3.731796 3.625000 3.922330
## 605 3.975000 3.916667 3.970833
## 1091 3.363636 3.545455 3.590909
## 2190 4.350775 4.228682 4.240310
## 96.1 4.035714 4.071429 4.035714
## 1618 3.837500 3.687500 3.931250
## 2763.1 4.363636 4.000000 4.181818
## 2057 4.117155 3.855649 4.108787
## 88.1 4.024272 3.985437 3.742718
## 1806 4.345133 4.181416 4.433628
## 407 3.769231 3.589744 3.512821
## 2360 4.023810 3.896825 3.892857
## 1794 3.604167 3.562500 3.666667
## 1955.1 4.078947 4.078947 4.000000
## 2510 4.100511 4.111584 3.920784
## 2866 3.393023 3.453488 3.355814
## 2113.1 3.890244 3.768293 3.878049
## 532.1 3.500000 4.000000 3.500000
## 1621.1 4.245098 4.068627 4.284314
## 1830 3.735294 3.727941 3.858456
## 472 3.333333 3.333333 3.500000
## 1456 4.031991 3.953791 4.107820
## 97 3.604651 3.631783 3.635659
## 2822 4.192810 4.111111 4.139216
## 2436 4.545455 4.363636 4.409091
## 244.1 3.100000 3.100000 3.100000
## 2227 3.780000 3.725714 3.885714
## 993 3.911290 3.750000 4.161290
## 373 4.388362 4.195366 4.234334
## 792.1 4.375000 3.875000 4.125000
## 2811 4.037129 3.943069 4.000000
## 3030 3.750000 3.750000 3.750000
## 3079.2 3.214286 3.214286 3.428571
## 1348 3.390156 3.332533 3.686074
## 768 2.500000 3.250000 3.750000
## 2363.1 3.453704 3.462963 3.384259
## 1841.1 3.469880 3.463855 3.584337
## 316.1 3.894558 3.911565 4.034014
## 3141.1 4.195431 4.005076 4.192893
## 1475 3.804147 3.767281 3.910138
## 2609 4.333333 4.388889 4.444444
## 2009 3.888258 3.681818 3.935606
## 1334 3.952381 4.095238 4.095238
## 2317.1 4.342394 4.225823 4.217459
## 1414.2 1.928571 2.357143 1.821429
## 1440 3.623377 3.623377 3.707792
## 434 3.330745 3.231366 3.431677
## 2085.1 4.637931 4.293103 4.482759
## 2353.1 4.061404 3.995614 3.969298
## 630 3.817241 3.868966 3.867241
## 441.1 3.626923 3.500000 3.811538
## 2188 4.000000 4.375000 4.250000
## 2084 4.097365 3.993411 3.942533
## 1654 4.750000 4.250000 4.750000
## 2028 3.713964 3.603604 3.761261
## 1 3.643863 3.556338 3.847082
## 1757.3 3.666667 3.333333 3.666667
## 1437 3.554054 3.612613 3.806306
## 1609.2 4.184739 4.104418 4.122490
## 663 4.500000 3.000000 3.500000
## 538 3.297297 2.918919 3.135135
## 3092 4.125000 4.125000 4.375000
## 822 4.334563 4.217597 4.303477
## 1261 2.625000 2.900000 2.750000
## 236 3.578947 3.631579 3.552632
## 1494 4.277778 4.166667 4.222222
## 910 3.956693 3.854331 4.078740
## 259.1 4.299220 4.260234 4.230019
## 3147 3.942922 3.757991 3.785388
## 327 3.818750 3.862500 3.887500
## 2154 3.957447 3.835106 3.803191
## 1478 3.166667 3.166667 3.166667
## 2981 3.807229 3.744980 3.923025
## 2887 3.857143 3.857143 3.976190
## 1588 3.800000 3.800000 3.700000
## 1080.1 3.236111 3.143519 3.384259
## 1591.1 3.250000 3.250000 3.000000
## 1285 3.803419 3.803419 4.106838
## 1181 3.500000 2.750000 4.250000
## 873.1 4.437500 3.937500 4.375000
## 759 1.214286 1.285714 1.857143
## 51 3.880000 3.843333 3.813333
## 1649 4.269231 4.153846 4.153846
## 1348.1 3.390156 3.332533 3.686074
## 545 3.472222 3.333333 3.333333
## 1004 3.671687 3.662651 3.740964
## 2561 3.743902 3.597561 3.768293
## 1227 2.722222 2.911111 2.794444
## 2184.1 4.206208 4.088692 4.069845
## 1767 4.638889 4.340909 4.474747
## 1786 3.800000 3.732258 3.667742
## 295 4.181818 4.204545 4.136364
## 1021.2 3.053691 3.026286 3.370246
## 1486 3.591503 3.555556 3.784314
## 1935 3.603383 3.597744 3.765038
## 2114 4.350000 4.300000 4.400000
## 2838.1 3.880658 3.825103 3.804527
## 63.1 4.004673 3.929907 3.847352
## 2683.1 4.500000 4.000000 4.333333
## 2847 3.652778 3.680556 3.663194
## 2204 4.179688 3.921875 4.085938
## 2936 4.500000 4.000000 4.500000
## 2714 4.258355 4.217224 4.194087
## 763.1 2.750000 2.750000 2.500000
## 437 3.627778 3.694444 3.666667
## 718 3.301310 3.266376 3.447598
## 2189.1 3.803063 3.789934 3.664114
## 1737 3.272727 3.227273 3.590909
## 1718.1 3.784314 3.676471 3.986928
## 1748 3.403846 3.461538 3.634615
## 47.1 4.235870 4.141304 4.083696
## 1805 4.112903 4.030466 4.229391
## 1855 3.668843 3.667910 3.852612
## 2860 4.114726 4.023973 4.006849
## 3086 4.019737 3.898026 3.845395
## 645 3.902062 3.783505 3.912371
## 80 3.741520 3.774084 3.607191
## 1779.1 3.590604 3.439597 3.607383
## 3154 4.037698 3.956349 3.986111
## 10 3.587755 3.608163 3.767347
## 335 4.092593 4.037037 4.092593
## 2802 4.290123 4.148148 4.140947
## 661 3.484375 3.187500 2.968750
## 1013.1 3.750000 4.125000 3.937500
## 1177 3.636364 3.613636 3.818182
## 1601 3.915074 3.847134 3.837580
## 1001 3.866379 3.905172 4.081897
## 570 3.214286 3.285714 3.385714
## 2281 3.427083 3.395833 3.515625
## 2505 4.564103 4.511655 4.365967
## 2718 4.152778 4.055556 4.055556
## 147.1 3.541667 3.541667 3.715278
## 1843 3.894309 3.808943 3.853659
## 3107 3.954106 3.898551 3.814815
## 1561.1 3.750000 3.850000 3.991667
## 1070.1 2.789256 2.826446 3.070248
## 3128.1 2.034483 2.362069 2.379310
## 1942 3.591837 3.637755 3.841837
## 3049 3.691964 3.696429 3.870536
## 1028.1 2.591753 2.709278 2.952577
## 2466 4.535714 4.142857 4.321429
## 1044 1.985612 2.079137 2.334532
## 1441 3.852273 3.727273 3.875000
## 2740.2 3.825967 3.685083 3.870166
## 2139 4.000000 3.500000 4.000000
## 593 3.971491 3.875000 3.891813
## 1218.1 2.568807 2.637615 2.862385
## 112 4.198276 4.030172 4.245690
## 704 3.101669 3.106980 3.266313
## 14 3.303571 3.267857 3.482143
## 1886.1 4.312500 4.218750 4.406250
## 423 4.220951 4.116195 3.928958
## 1045 2.977011 2.948276 3.324713
## 523 3.500000 3.750000 3.750000
## 2896.1 4.277990 4.148804 4.231100
## 99 3.452381 3.531746 3.357143
## 2203 4.244444 4.150000 4.227778
## 2617 3.353394 3.446606 3.685068
## 465 3.573171 3.524390 3.573171
## 1958 2.788991 2.807339 3.013761
## 3164.1 3.013866 3.084013 3.020392
## 12 4.000000 3.833333 4.000000
## 1353 2.500000 3.000000 2.500000
## 917 3.241379 3.250000 3.431034
## 1162.3 3.220930 3.209302 3.267442
## 743 3.675000 3.350000 3.575000
## 1575 3.515385 3.384615 3.646154
## 518 3.914179 3.820896 3.869403
## 220.1 3.875494 3.816206 3.964427
## 1552 3.151090 3.056075 3.323988
## 1107.1 3.154545 3.213636 3.409091
## 2370.1 3.753623 3.855072 3.724638
## 1966.1 4.050420 3.932773 3.823529
## 1424 3.901235 3.810700 4.037037
## 1524 4.032578 3.920680 4.189802
## 1946 3.391608 3.363636 3.625874
## 1661.1 3.936214 3.658436 3.886831
## 1792 4.115000 4.060000 4.020000
## 1392.1 2.254545 2.418182 2.290909
## 599 4.112813 4.022284 4.105850
## 2467 3.974006 3.892966 3.915902
## 3138 4.495739 4.332386 4.335227
## 1247 3.107843 3.088235 3.245098
## 1108 3.430769 3.507692 3.723077
## 2721 3.744745 3.678679 3.780781
## 1692 2.093750 2.234375 2.156250
## 249 3.562500 3.437500 3.500000
## 1023.1 2.733753 2.814465 3.088050
## 2916 3.937500 3.861111 3.781250
## 2956 2.880435 3.097826 2.869565
## 1917.2 4.107143 3.964286 4.178571
## 3018 4.058300 3.965587 4.194737
## 3188 4.133690 4.080214 4.090909
## 1432 3.862319 3.753623 4.050725
## 1009 3.500000 3.543210 3.827160
## 2356 4.367470 4.198795 4.168675
## 2386 3.702128 3.606383 3.882979
## 2646 3.686916 3.630841 3.705607
## 927.1 4.305430 4.085973 4.260181
## 1057 2.625767 2.684049 2.815951
## 1469 3.434783 3.565217 3.456522
## 2060 3.843750 3.687500 3.895833
## 1368 2.004739 2.154028 2.601896
## 1100.2 3.410714 3.504464 3.736607
## 2513.1 4.360000 4.310000 4.172500
## 122.1 3.571429 3.610390 3.668831
## 141.1 3.948161 3.829431 4.031773
##
## [[4]]
## Name
## 216 Golden Ale
## 1695 Drive
## 1377 Shiner Light
## 1471 Märzen
## 2948 Samuel Adams Summer AleBoston Beer Company (Samuel Adams)
## 1283 Estrella Galicia Especial
## 1269 Two Women Lager
## 479 Southern Pecan
## 1593 Fou' Foune
## 1701 ThomasBrau
## 47 Flying Mouflan
## 3100 White
## 1471.1 Märzen
## 2308 Crazy Jackass Ale
## 2571 Extra StoutSamuel Smith Old Brewery (Tadcaster)
## 2655 Friend Of An Irishman Stout
## 1488 Oktoberfest Lager Beer
## 1770 Old Stock Cellar Reserve (Aged In Bourbon Barrels)
## 623 Sterkens Dubbel Ale
## 62 The Vermonster
## 935 Dreadnaught IPA
## 1698 Hefe-Weissbier Alkoholfrei
## 829 IPA
## 2765 Quilter's Irish Death
## 2149 Samuel Adams Harvest Pumpkin AleBoston Beer Company (Samuel Adams)
## 1001 Karnival Kolsch
## 1158 St. Pauli Girl Special Dark
## 1121 Baltika #7 Export
## 1728 Floppin' Crappie
## 474 Valeir Donker
## 2001 New World Porter
## 166 XB Bluebird Bitter
## 1027 Foster's Lager
## 214 NOLA Blonde AleNew Orleans Lager & Ale Brewing Company (NOLA)
## 282 Icelandic DoppelbockEinstök Ölgerð (Einstök Beer Company)
## 907 India Pale Ale
## 2138 Smoked Porter
## 800 Nor'Easter Lager
## 854 Triomphe Belgian IPA
## 3193 Winter Shredder
## 2535 Brewhouse Coffee Stout
## 2508 Espresso Oak Aged Yeti Imperial Stout
## 2682 Buffalo Bill's Blueberry Oatmeal Stout
## 973 Nesher Malt
## 1039 Lone Star Beer
## 920 Proper Job
## 1053 National Bohemian Beer
## 466 Abbey Ale
## 580 Fallen Apple
## 1358 Michelob Light
## 1220 Baltika #5 Gold
## 1952 EKU Pils
## 3102 Shock Top Belgian White
## 2627 Blue Fin Stout
## 2694 Black Chocolate Stout
## 1342 Fürsten Zwickel
## 469 Black Jack (Bourbon Barrel Aged)
## 1744 Ossian
## 2363 Ol' Red Cease & Desist Wee Heavy Ale
## 1711 Malta India
## 398 Yule Tide (2015+)
## 817 Harvest Ale
## 1499 Eisenbahn Rauchbier
## 1269.1 Two Women Lager
## 1637 Oude Gueuze Tilquin à L'Ancienne
## 1189 Carlsberg Beer
## 89 Bligh's Barleywine Ale
## 2178 Trappist Westvleteren 12 (XII)Brouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 2709 Blaecorn Unidragon
## 1838 Singel
## 1156 Heineken Dark Lager
## 1129 Yebisu (Premium)
## 1376 Michelob Ultra Fruit Pomegranate Raspberry
## 1315 Asahi Draft (Jukusen)
## 558 Ring Of Fire
## 168 HopHead
## 1575 Shiner Bavarian Style Amber
## 2593 Captain Swain's Extra Stout
## 2542 Blue Bridge Coffee Stout
## 346 St. Nikolaus Bock Bier
## 3011 Fürstenberg Weizen Hefe Dunkel
## 634 Bière De Mars
## 2489 Imperial Cherry Gose
## 1906 Pilz
## 1345 Miller Lite
## 1464 Octoberfest Beer
## 2959 Montana Trout Slayer Wheat Ale
## 370 Stegmaier Brewhouse Bock
## 601 Abbey Dubbel
## 1518 Schwarzbier
## 31 Little Red Cap
## 452 Belgian Freeze Belgian Style Winter Ale
## 2992 Hofbrau Hefe Weisse Dunkel
## 2079 Busted Knuckle Ale
## 1943 Rothaus Pils Tannen Zäpfle
## 467 Leffe De Noël
## 2794 17 Grande Réserve
## 1780 Ola Dubh Special Reserve 18
## 1933 Pilsner
## 2679 Vanilla Oatis
## 1594 Framboise
## 2534 Coffee Stout
## 1136 Premium Edel (Spezialbier Edel)
## 2205 Ichor
## 927 Lagunitas Sucks
## 1120 DAB Original
## 3075 Sanwald Kristall Weizen
## 491 Brown Ale
## 407 Slippery Slope
## 2033 Porter
## 1247 Tatra MocneZywiec Breweries PLC (Heineken)
## 695 Foret
## 272 Ettaler Curator Dunkler Doppelbock (US Import Version)
## 1655 Girardin Gueuze 1882 (White Label)
## 1155 Creamy Dark
## 1319 Siwo
## 1678 Oude Lambik
## 1352 Bud Light Platinum
## 2886 1488 Whisky Beer
## 421 Defenestration
## 424 Hazelnut Brown Nectar
## 1268 Spaten Münchner Hell (München/Premium Lager)
## 1798 Zombie Dust
## 359 Creemore Springs UrBock
## 2512 Abraxas
## 1911 Session Pils
## 611 Augustijn Donker Brune
## 2254 Extra Special Red
## 386 Eisenbahn Vigorosa (Weizenbock)
## 2400 Hog's Head Brew (Harry Potter)
## 101 Golden Pride
## 63 Smuttynose Barleywine Style Ale (Big Beer Series)
## 2422 Simple Malt Double Porter
## 2368 Bancreagie Peated Scotch Ale
## 2049 Samuel Adams Honey PorterBoston Beer Company (Samuel Adams)
## 1925 Samuel Adams Noble PilsBoston Beer Company (Samuel Adams)
## 2243 G'Knight
## 2105 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 3047 Pinkus Weizen
## 1025 Miller Genuine Draft
## 558.1 Ring Of Fire
## 1420 Beck's Dark
## 653 French Country Christmas Ale (Biere De Garde)
## 506 Pullman Nut Brown
## 357 Brother Benedict's Bock
## 2423 Adelscott
## 1065 Original Honey Brown Extra Rich Lager (Beer Brewed With Honey)
## 3020 Erdinger Weissbier (Hefe-Weizen)
## 2123 Benji's Chipotle Smoked Imperial Porter
## 659 Arctic Circle Ale
## 2295 Rebel Red
## 2608 Black Rock Stout
## 436 Rocky's Revenge Bourbon Brown
## 2020 Baltic Porter
## 1949 Hans' Pils
## 771 Kirin Enjuku Kuro
## 893 Blackheart
## 888 IPA
## 2101 Pecan Pie Porter
## 1808 Red Chair NWPA
## 535 Westy
## 3102.1 Shock Top Belgian White
## 1870 Original Pale Ale
## 1940 Trumer Pils
## 1926 Beck's
## 1277 Gorch Fock
## 1921 Czech Pilsner
## 2024 Carnegie Porter 5,5%
## 381 Der Weisse Bock
## 1358.1 Michelob Light
## 2250 Double Dread Imperial Red Ale
## 335 Heller Bock Saphir
## 896 HopFish IPA
## 1104 Molson Golden
## 791 Bison Organic Gingerbread Ale
## 2608.1 Black Rock Stout
## 434 Pecan Ale
## 1804 Mirror Pond Pale Ale
## 614 Ovila Abbey Barrel Aged Dubbel
## 1612 Coolship Red
## 2290 Erik The Red
## 2142 Porter, Smoked
## 881 Black Hatter
## 469.1 Black Jack (Bourbon Barrel Aged)
## 2710 Samuel Adams Imperial StoutBoston Beer Company (Samuel Adams)
## 1732 Ale Of Fergus
## 2278 Jeremiah Red Ale
## 1864 Extra Pale Ale
## 2339 Skull Splitter
## 1946 Wernesgruner
## 3113 Samuel Adams Imperial WhiteBoston Beer Company (Samuel Adams)
## 916 Southampton Burton IPA
## 517 Dorothy's New World Lager
## 1136.1 Premium Edel (Spezialbier Edel)
## 738 Grozet
## 2805 Affligem Noël
## 1712 Fentimans Full Bodied Shandy
## 2743 Moo Joos
## 2531 Out Of Bounds Stout
## 1952.1 EKU Pils
## 192 Fireman's #4
## 2049.1 Samuel Adams Honey PorterBoston Beer Company (Samuel Adams)
## 1111 Orange Blossom Pilsner
## 2203 St. Amatus 12
## 1277.1 Gorch Fock
## 2570 Dark Arts
## 485 Georgia Brown
## 1884 Whitbread Pale Ale
## 921 Dead Elephant
## 1838.1 Singel
## 2743.1 Moo Joos
## 3174 Winter Ale
## 1366 Michelob Ultra Lime & Prickly Pear Cactus
## 2879 An Brain Blásta
## 173 HSB (Horndean Special Bitter)
## 2244 Hop Head Red Ale
## 1616 Oudbeitje
## 515 Third Stone Brown
## 2604 Hot Blooded Foreign Stout
## 379 Schneider Weisse Tap X Mein Nelson Sauvin
## 1721 Hockley Dark
## 1211 James Boag's Premium Lager
## 1121.1 Baltika #7 Export
## 1117 Northwoods Lager
## 1707 Einbecker Brauherren Non-Alcoholic
## 725 UFO Raspberry Hefeweizen
## 2376 Kilt Lifter Scottish Style Ale
## 800.1 Nor'Easter Lager
## 552 Green Chile Lager
## 2581 Guinness Foreign Extra Stout
## 2086 Gonzo - Barrel-Aged
## 2961 SummerBright Ale
## 2678 Earl Coffee Oatmeal Stout
## 441 Dos Perros
## 1296 Weltenburger Kloster Barock-Hell
## 2784 Black
## 568 Carolina Blonde
## 2034 Porteris
## 1059 Carib Lager
## 860 Hoppy Daze IPA
## 825 Samuel Adams Latitude 48 IPABoston Beer Company (Samuel Adams)
## 1577 Vienna Red Lager
## 1712.1 Fentimans Full Bodied Shandy
## 470 La Rullés Brune (Bière De Gaume)
## 699 Samuel Adams Cherry WheatBoston Beer Company (Samuel Adams)
## 2471 Rodenbach Alexander
## 2733 Gingerbread Stout
## 2909 Sapient Trip Ale
## 2180 Stickee Monkee
## 2410 Sunturnbrew
## 2742 Oatmeal Milk Stout
## 1882 English Bay Pale Ale
## 2483 Rodenbach Foederbier
## 904 Bad Elf Winter's Ale
## 1686 Kaliber
## 995 Clearwater Kölsch
## 1094 Stegmaier Amber Lager
## 2940 Winter Wheat
## 1596 Rosé De Gambrinus
## 2180.1 Stickee Monkee
## 578 Grazias
## 2082 Anvil Porter
## 330 PENNdemonium
## 622 Evil 8° Belgian-Style Dubbel Ale
## 1261 Yarpivo Strong (Krepkoye)
## 480 Fat Squirrel Ale
## 2686 Coffee Oatmeal Stout
## 25 Hövels Original
## 2041 Kurofune Porter
## 23 Diebels Premium Altbier
## 869 Hop In The Dark Cascadian Dark Ale
## 2514 Chocolate Rain
## 2379 Wee Mac
## 1461 Hofbräu Oktoberfestbier
## 461 Fullsuit Belgian-Style Brown Ale
## 2457 Undressed
## 2678.1 Earl Coffee Oatmeal Stout
## 2480 Barriquée (Italy Version)
## 2042 Fear And Trembling (Cabernet/Bourbon Blend)
## 1651 Mort Subite Gueuze
## 2969 Jack Whacker Wheat Ale
## 2585 Best Extra Stout
## 3148 Bottleworks XII
## 47.1 Flying Mouflan
## 473 North By Northwest Okanogan Black Ale
## 265 St. Victorious
## 337 Ramstein Maibock
## 1728.1 Floppin' Crappie
## 2487 Leipziger Gose
## 1808.1 Red Chair NWPA
## 819 Head Hunter
## 1804.1 Mirror Pond Pale Ale
## 2852 Southampton Grand Cru
## 1851 White Birch Belgian Style Pale Ale
## 1302 Hoponius Union
## 1270 Hell Lager
## 276 Dark Heathen Triple Bock
## 1380 Molson Canadian Light
## 2060 Sly Rye Porter
## 2855 St. Feuillien Grand Cru
## 2036 Mørke - Pumpernickel Porter
## 2912 Affligem Tripel
## 543 Hot-Jala-Heim
## 2890 Centurion's Ghost Ale
## 700 Raspberry Tart
## 1267 Hofbräu Original
## 2208 Three Philosophers - Bourbon Barrel-Aged
## 1629 Experimental Cassis
## 2849 Barbãr (Belgian Honey Ale)
## 2481 Kriek Des Jacobins
## 3011.1 Fürstenberg Weizen Hefe Dunkel
## 1218 Yanjing Beer
## 2870 Seriously Bad Elf
## 1068 Barking Squirrel Lager
## 2766 Triple Bag
## 77 Old Backus Barleywine
## 1561 Dynamo Copper Lager
## 1166 Kelso Nut Brown Lager
## 2416 Grodziskie
## 2857 Kentucky Bourbon Barrel Ale
## 2959.1 Montana Trout Slayer Wheat Ale
## 1052 Imperial
## 966 Monastyrskiy Kvas
## 3017 Franziskaner Hefe-Weisse
## 321 Maibock
## 847 Otter Creek Fresh Slice
## 1362 Budweiser Select 55
## 2606 Extra Stout
## 2139 Smoked Porter
## 2072 Old Growler
## 2631 O.V.L. Stout
## 1640 Lou Pepe - Gueuze
## 2199 Urthel SamaranthDe Leyerth Brouwerijen (Urthel)
## 789 Applehead
## 1829 Verboten
## 946 Unearthly (Imperial India Pale Ale)
## 2944 Yin-Yang Witbier
## 465 Bière De Noël
## 2245 Lucky 13 Mondo Large Red Ale
## 640 Contemplation Ale
## 898 IPA
## 2219 American Amber Ale
## 344 Uff-da
## 1666 Divina
## 2094 Red Eye Coffee Porter
## 2845 Grand Cru
## 725.1 UFO Raspberry Hefeweizen
## 1909 Joseph's Brau Bohemian Lager
## 84 Mirror Mirror
## 2250.1 Double Dread Imperial Red Ale
## 2848 Malheur 10°
## 3072 Sunthief Kristallweizen
## 2596 Foreign Style Stout
## 1966 Imperial Spruce India Pilsner
## 3066 Schöfferhofer Kristallweizen
## 1910 Josephs Brau PLZNR Czech-Style Lager
## 3110 Samuel Adams Blackberry WitbierBoston Beer Company (Samuel Adams)
## 3127 ZÔN
## 1745 Dead Horse Amber Ale
## 36 Sticke It To The Man
## 1623 Spontanframboos
## 99 Double Old Thumper Ale
## 1518.1 Schwarzbier
## 1789 Thanksgiving Ale
## 2908 Dulle Teve (Mad Bitch)
## 2009 Great Northern
## 2350 Samuel Adams Wee Heavy (Imperial Series)Boston Beer Company (Samuel Adams)
## 2342 Rum Cask Oak Aged Beer
## 2159 UFO Pumpkin
## 3023 Hacker-Pschorr Hefe Weisse Naturtrüb
## 2261 Smithwick's Imported Premium Irish Ale
## 811 Furious
## 561 Spotted Cow
## 2534.1 Coffee Stout
## 241 't Smisje Blond
## 1708 Pabst Blue Ribbon Non-Alcoholic
## 75 Holidale
## 1203 Steinlager
## 3018 Hefe-Weissbier Naturtrüb
## 1035 Icehouse
## 1021 Red Stripe Jamaican Lager
## 2110 Bobo's Robust Porter
## 1523 Black Bavarian
## 461.1 Fullsuit Belgian-Style Brown Ale
## 2265 Kilkenny Irish Cream Ale
## 657 Jenlain Bière De Printemps
## 1359 Miller High Life Light
## 3060 Laughing Fox
## 694 Love Buzz Saison
## 785 Hitachino Nest Real Ginger Ale
## 1370 Genny Light
## 181 Malheur Brut Noir (Black Chocolate)
## 652 Jenlain Bière De Noël
## 2377 Railbender Ale
## 33 Moby D
## 147 Long Haul Session Ale
## 701 Summer Shandy
## 811.1 Furious
## 1318 Asahi Dry Premium
## 2393 Lia Fail
## 3139 Sang Noir
## 1938 Pils (Pilsner)
## 3112 Samuel Adams White AleBoston Beer Company (Samuel Adams)
## 1108 Supper Club
## 1455 Spaten Oktoberfestbier Ur-Märzen
## 1566 Pietra (Amber)
## 480.1 Fat Squirrel Ale
## 2671 Oatmeal Stout
## 2868 Insanely Bad Elf Imperial Red Ale
## 914 Duke Of Wellington India Pale Ale
## 1679 De Troch Jonge Lambik
## 1415 Clear Creek Ice
## 1904 Czech Style Pilsner
## 988 Fancy Lawnmower
## 10 Organic Münster Alt
## 1323 Kirin Bar Beer
## 1625 Mort Subite Kriek
## 1838.2 Singel
## 2962 Blue Star Great American Wheat Beer
## 3057 Royal Weisse
## 142 The Naughty Nurse
## 348 Pandora's Bock
## 239 Valeir Blond
## 398.1 Yule Tide (2015+)
## 2962.1 Blue Star Great American Wheat Beer
## 1077 Point Classic Amber
## 2026 Grande Cuvée Porter Baltique
## 1825 Palm / Palm Speciale
## 2403 Beltaine Scottish Ale
## 3194 The First Snow Ale
## 1760 Spring Mild
## 1136.2 Premium Edel (Spezialbier Edel)
## 860.1 Hoppy Daze IPA
## 1402 Old Monk 10000
## 1157 Baltika #4 Original (Dark)
## 1270.1 Hell Lager
## 610 Benediction
## 2454 Madamin
## 2333 Rye IPA
## 1575.1 Shiner Bavarian Style Amber
## 236 Steenbrugge Blond
## 1683 Tilquin Jonge Lambic
## 1245 Žaibo
## 3112.1 Samuel Adams White AleBoston Beer Company (Samuel Adams)
## 722 Cucumber Saison
## 1670 Jonge Lambik
## 293 Ramstein Winter Wheat Eisbock
## 595 Pater 6
## 1033 Natural Ice
## 2300 Schleimhammer Roggenbier
## 2501 World Wide Stout
## 2734 Milk Stout
## 2742.1 Oatmeal Milk Stout
## 1739 Nutty Black
## 740 13th Century Grut Bier
## 3078 Zitronenweizen
## 881.1 Black Hatter
## 734 Pugsley's Signature Series: Smashed Blueberry
## 1599 Vigneronne
## 2245.1 Lucky 13 Mondo Large Red Ale
## 2673 One Oatmeal Stout
## 2874 Moonraker AleJ.W. Lees & Co (Brewers) Ltd
## 870 Reserve Special Black Ale
## 2789 Local 2
## 2140 Smoke House Porter
## 1343 Mönchsambacher Lager
## 118 ESB Special Ale
## 1505 Rauchbier
## 1699 Baltika #0 Non-Alcoholic
## 1706 Krombacher Alkoholfrie
## 335.1 Heller Bock Saphir
## 2637 Black Cab
## 2124 Pleasantville Smoked Porter
## 691 Bam Noire
## 1508 Smoke Out
## 1757 Colón Rubia
## 1635 Gueuze 100% Lambic
## 2426 Hogwash!
## 913 Old East India Pale Ale
## 3148.1 Bottleworks XII
## 2500 Péché Mortel
## 380 Primus Weizenbock
## 414 Braggot
## 3070 Bohemia Weizen
## 2193 Blasphemy
## 1665 Tuverbol
## 38 ALTerior Motive
## 85 Arctic Devil Barley Wine
## 2676 Trader Joe's Stockyard Oatmeal Stout
## 2702 Marshal Zhukov's Imperial Stout
## 246 Abbaye D'Aulne Blonde Des Pères (Sur Lie) 6°
## 614.1 Ovila Abbey Barrel Aged Dubbel
## 1538 Dark Helmet Imperial Schwarzbier
## 1002 Endless River
## 1318.1 Asahi Dry Premium
## 2193.1 Blasphemy
## 602 Bornem Double
## 1870.1 Original Pale Ale
## 2588 Zonker Stout
## 25.1 Hövels Original
## 1009 Shiner Kölsch
## 902 Hitachino Nest Japanese Classic Ale
## 908 Kennebunkport IPA
## 521 Village Reserve
## 2242 Nugget Nectar
## 1959 Braumeister Pils
## 851 The Audacity Of Hops
## 3064 Franziskaner Weissbier Kristallklar
## 1608 Pomme (Apple)
## 309 John John Dead Guy Ale
## 2008 TREAT (Imperial Chocolate Pumpkin Porter)
## 3043 The Love Wheat Beer
## 1477 Oktoberfest Bier (Oktoberfest Wiesn)
## 1322 Zhujiang Beer
## 3063 Old Chico Crystal Wheat
## 365 Mönchshof Bockbier
## 592 Trappist Westvleteren 8 (VIII)Brouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 63.1 Smuttynose Barleywine Style Ale (Big Beer Series)
## 1685 O'Doul's Amber
## 183 Eisenbahn Lust
## 2958 Wailua Wheat
## 147.1 Long Haul Session Ale
## 1533 Schwarzbier
## 331 Southampton May Bock
## 626 Oro De Calabaza
## 175 Hooky Bitter
## 2073 Longfellow
## 817.1 Harvest Ale
## 1466 Staghorn Octoberfest
## 2111 Black Robusto Porter
## 229 Bink Blond
## 3130 Two Jokers Double-Wit
## 2934 Red Bud
## 1137 God Lager
## 655 La Choulette Blonde
## 1899 Nomad
## 692 St. Feuillien Saison
## 96 Commander
## 2913 Brother David's Triple Abbey Style Ale
## 11 Altbier
## 656 Bière De Garde
## 2829 Horny Devil
## 863 White Birch Hooksett Ale
## 1005 Lancaster Kölsch
## 1670.1 Jonge Lambik
## 319 Blonde Double MaiBock
## 1132 Flensburger Gold
## 1519 Shiner Bohemian Black Lager
## 3144 Cable Car
## 54 Barleywine Style Ale
## 2812 Leute Bok
## 1489 Barktoberfest
## 1390 Natty Daddy (8%)
## 1530 Krombacher Dark
## 1774 Ola Dubh Special Reserve 12
## 2718 Bourbon Barrel Aged Siberian Night Imperial Stout
## 3027 Hofbräu Münchner Weisse
## 188 Big Wave Golden Ale
## 2018 Shipwreck Porter - Bourbon Barrel-Aged
## 467.1 Leffe De Noël
## 1034 Narragansett Lager
## 2200 Kasteel Cuvée Du Chateau
## 3191 Winter Ale
## 2210 Hopback Amber Ale
## 1457 Festbier
## 2167 The Fear
## 2066 Contorter
## 1415.1 Clear Creek Ice
## 1881 Very Bad Elf Special Reserve Ale
## 1826 Karma Belgian Style Pale Ale
## 675 Pepe Nero Belgian Style Ale
## 791.1 Bison Organic Gingerbread Ale
## 2608.2 Black Rock Stout
## 1327 Taiwan Beer Draft Beer Only 18 Days
## 1914 Long Day Lager
## 1480 Oktoberfest
## 1861 Smuttynose Shoals Pale Ale
## 663 Summer Sahti
## 2891 Ripon Jewel Ale
## 2308.1 Crazy Jackass Ale
## 979 Danilo Pohmilny Kvas
## 2299 Roggenbier
## 2628 Guinness Draught Extra Cold
## 2714 Imperial Stout Trooper
## 441.1 Dos Perros
## 2883 Morocco Ale
## 1329 Zwickel
## 1107 Henry Weinhard's Private Reserve
## 644 Good Harbor Golden Ale
## 2092 Yin & Yang
## 1105 Joe's Premium American Pilsner
## 3144.1 Cable Car
## 622.1 Evil 8° Belgian-Style Dubbel Ale
## 6 Sticke
## 635 Southampton Biere De Mars
## 2622 Black Sun Stout
## 1816 Phin & Matt's Extraordinary Ale
## 148 Best Bitter
## 1044 Keystone IceCoors Brewing Company (Molson-Coors)
## 2505 Hunahpu's Imperial Stout
## 1303 Kiwi Rising - Double IPL
## 2979 Hefeweissbier Dunkel
## 2475 Verhaeghe Echte Kriek / Echte Kriekenbier
## 1012 Kolsch 45
## 1215 Tuborg Pilsner Beer (Green / Grøn)
## 1887 Angler's Ale
## 1742 London Ruby Anglaise
## 2474 Vichtenaar
## 952 Lake Erie Monster
## 2485 Portsmouth Flanders Red - Maude
## 1584 Faro
## 334 Brinkley's Maibock
## 1236 Christoffel Nobel
## 678 Saison Du BUFF
## 2923 Triple
## 485.1 Georgia Brown
## 893.1 Blackheart
## 2022 Sinebrychoff Porter
## 2214 Santa's Private Reserve Ale
## 3148.2 Bottleworks XII
## 568.1 Carolina Blonde
## 791.2 Bison Organic Gingerbread Ale
## 718 Blue
## 2566 March Of The Penguins
## 2279 Danny's Irish Style Red Ale
## 3044 Weisse Versa Wheat
## 268 Saxonator Dunkles Doppelbock
## 2847 It's Alive!
## 1790 Figgy Pudding
## 1186 Harp Lager
## 2917 St. Feuillien Triple
## 1242 Grand 9.5 Beer
## 358 Winterbock
## 83 Double Double Barrel Ale
## 203 Gossamer Golden Ale
## 46 Old Numbskull
## 441.2 Dos Perros
## 1357 Heineken Premium Light Lager
## 891 Brutal
## 11.1 Altbier
## 2631.1 O.V.L. Stout
## 2143 Smoked Porter
## 1047 Genesee Beer
## 1585 Chapeau Faro Lambic
## 2804 Grand Cru
## 2673.1 One Oatmeal Stout
## 430 Ellie's Brown Ale
## 3185 Bah Humbug! Christmas Cheer! Ale
## 2236 Amber Ale
## 759 Asahi Honnama Aqua Blue
## 2076 Duke Of Winship
## 194 Samurai Ale
## 2055 Zwet.Be
## 3186 Cabin Fever Ale
## 980 Malty
## 2727 Milk Stout
## 1166.1 Kelso Nut Brown Lager
## 616 Big Bison Ale
## 714 Shiner Ruby Redbird
## 2514.1 Chocolate Rain
## 3012 Dunkler Hirsch Allgäuer Weizen
## 1493 Aecht Schlenkerla Rauchbier Urbock
## 830 Hopsecutioner
## 2024.1 Carnegie Porter 5,5%
## 1290 Rahr's Blonde
## 2839 Grand Cru Winter Reserve
## 2657 Ring Of Dingle
## 655.1 La Choulette Blonde
## 1753 Snowdonia Ale (Cwrw Eryri)
## 2185 Terrible
## 1439 Franconia Dunkel
## 108 Old Thumper
## 1455.1 Spaten Oktoberfestbier Ur-Märzen
## 157 Ruby Red Ale
## 1468 Dogtoberfest
## 136 Naughty Hildegard ESB
## 1287 Gold Leaf Lager
## 1607 Blåbær Lambik
## 1039.1 Lone Star Beer
## 1207 Amstel Lager
## 981 Smetoniška Gira
## 2958.1 Wailua Wheat
## 531 Steamhead
## 2887 Otter Head
## 515.1 Third Stone Brown
## 1274 Aecht Schlenkerla Helles Lagerbier
## 2399 Scottish Ale
## 2234 Amber Ale
## 2613 Cascade Stout
## 658 Sah'tea
## 2143.1 Smoked Porter
## 2931 Black Wit-O
## 2321 Full Moon Pale Rye Ale
## 3112.2 Samuel Adams White AleBoston Beer Company (Samuel Adams)
## 1453 Samuel Adams OctoberfestBoston Beer Company (Samuel Adams)
## 851.1 The Audacity Of Hops
## 1383 Presidente Light
## 300 Schorschbock 57%
## 745 Weekapaug Gruit
## 796 Lemon Tea Ale
## 1378 Light
## 1177 Staropramen Granat Beer
## 680 Avec Les Bons Voeux
## 1853 Bière Du Boucanier Red
## 107 Harvest Ale
## 854.1 Triomphe Belgian IPA
## 2931.1 Black Wit-O
## 50 Helldorado
## 2932 Cornstalker Dark Wheat
## 1366.1 Michelob Ultra Lime & Prickly Pear Cactus
## 1273 Löwenbräu Original
## 759.1 Asahi Honnama Aqua Blue
## 1159 Fischer Tradition Amber
## 3107 Red & White
## 2433 Festina Pêche
## 2384 Laughing Lab Scottish-Style Ale
## 2870.1 Seriously Bad Elf
## 2279.1 Danny's Irish Style Red Ale
## 1953 Flensburger Pilsener
## 69 Devil's Milk
## 2786 Collaboration Not Litigation Ale
## 1875 Geary's Pale Ale
## 1718 Black CatMoorhouse's Brewery (Burnley) Ltd
## 1534 Black Thunder
## 1088 Hudepohl Amber Lager
## 1145 Norrlands Guld Export
## 3064.1 Franziskaner Weissbier Kristallklar
## 2580 Titanic Stout
## 529 Mosquito Beach
## 2377.1 Railbender Ale
## 2637.1 Black Cab
## 205 Sum'r Summer Ale
## 1341 Kubelbier
## 700.1 Raspberry Tart
## 3122 Whirlwind Witbier
## 446 Bravo 2017
## 1985 Porter
## 830.1 Hopsecutioner
## 1025.1 Miller Genuine Draft
## 2902 Maredsous 10 - Triple
## 2903 Trade Winds
## 109 Abbot Ale
## 2135 Smokebrush Porter
## 1631 Framboise Lambicus
## 2645 O'Hara's Leann Folláin
## 1316 Kirin Classic Lager
## 1284 Firestone Lager
## 219 Trappist Westvleteren BlondBrouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 611.1 Augustijn Donker Brune
## 589 Trappistes Rochefort 6
## 2774 BART
## 1526 Krušovice Cerne
## 266 Urbock 23°
## 2572 Bonecrusher Stout
## 2989 Tucher Dunkles Hefe Weizen
## 2263 Conway's Irish Ale
## 3076 Falkensteiner Weizen
## 1906.1 Pilz
## 3034 Ebel's Weiss Beer
## 3125 Grey Lady
## 3183 Frosted Frog Christmas Ale
## 2503 Cappuccino Stout
## 858 Pan Galactic Gargle Blaster
## 1246 Efes Extra
## 879 Morimoto Black Obi Soba Ale
## 2338 Old Chub - Scottish Style Ale
## 1723 Neustadt 10w30
## 1005.1 Lancaster Kölsch
## 114 Foster's Premium Ale
## 996 Curve Ball Blonde Ale
## 1967 Evil Power
## 155 Goliath
## 1669 Lambiek (1 Year Old)
## 1016 Sunbru
## 2426.1 Hogwash!
## 1625.1 Mort Subite Kriek
## 928 120 Minute IPA
## 3044.1 Weisse Versa Wheat
## 281 Primátor Double Bock Beer
## 1331 Hacker-Pschorr Munchner Kellerbier (Anno 1417)
## 2953 Hop Sun (Summer Wheat Beer)
## 2505.1 Hunahpu's Imperial Stout
## 2603 Black Magic Stout
## 2606.1 Extra Stout
## 755 Kinmugi (Rich Malt)
## 242 De Koninck Blond
## 2592 Exit 1 Bayshore Oyster Stout.
## 1437 Dunkel Lager
## 697 Clara Grisette
## 1020 Miller High Life
## 1069 Redbridge
## 5 Sleigh'r Dark Doüble Alt Ale
## 330.1 PENNdemonium
## 105 Hobgoblin Ruby
## 2179 The Sixth Glass Quadrupel Ale
## 1010 Gateway Kolsch
## 2574 Woody Stout
## 1398 Labatt Max Ice
## 199 True Blonde Ale
## 482 Nut Brown Ale
## 2537 Cocoa Loco
## 2122 London Porter
## 2223 Prohibition Ale
## 47.2 Flying Mouflan
## 1767 Fourth Dementia - Bourbon Barrel-Aged
## 1036 Batch 19Coors Brewing Company (Molson-Coors)
## 363 Nero's 1st Century Double Dark Malt Ale
## 2935 WRed Wheat
## 1964 Samuel Adams Hallertau Imperial PilsnerBoston Beer Company (Samuel Adams)
## 2329 Westside Rye
## 233 Belgian Blonde
## 1771 Fourth Dementia (4D)
## 1887.1 Angler's Ale
## 593 Père Jacques
## 2575 Pemaquid Oyster Stout
## 2044 Hoogstraten Poorter
## 2362 Wee Heavy-er Scotch Style Ale
## 181.1 Malheur Brut Noir (Black Chocolate)
## 1129.1 Yebisu (Premium)
## 1115 Sleeman Original Draught
## 505 Buster Nut Brown Ale
## 2363.1 Ol' Red Cease & Desist Wee Heavy Ale
## 848 Bedlam
## 718.1 Blue
## 587 Abbey Ale
## 695.1 Foret
## 1112 Kenzinger
## 2886.1 1488 Whisky Beer
## 2086.1 Gonzo - Barrel-Aged
## 2385 Red MacGregor
## 523 The Citizen
## 2059 Porter
## 3062 Tucher Kristall Weizen
## 2496 CBS (Canadian Breakfast Stout)
## 2630 Dark Starr Stout
## 232 Southside Blonde
## 3069 Dancing Trout Ale
## 2175 Abt 12
## 1397 Schlitz High Gravity V.S.L Very Smooth LagerJOS. Schlitz Brewing Co. (Pabst)
## 257 Perkulator Coffee Dopplebock
## 2185.1 Terrible
## 2454.1 Madamin
## 625 Green's Endeavour Dubbel Dark Ale
## 1652 Oude Geuze De Cam
## 402 Weizenbock
## 1876 Ipswich Original Pale Ale
## 2794.1 17 Grande Réserve
## 1206 Oranjeboom Premium Lager
## 833 Deviant Dale's IPA
## 63.2 Smuttynose Barleywine Style Ale (Big Beer Series)
## 850 Dernière Volonté
## 1538.1 Dark Helmet Imperial Schwarzbier
## 1793 Billy The Mountain
## 2211 Censored
## 306 Mardi Gras Bock
## 1405 Colt 45 Double Malt Liquor
## 1710 Alkoholfrei
## 1204 O.K. BeerBrowar Okocim S.A. (Carlsberg)
## 326 Andechser Bergbock Hell
## 1576 Left Coast Una Mas Amber Lager
## 484 Winter Ale
## 1779 Autumn Ale
## 372 Dreher Bak
## 172 Camerons Strongarm
## 313 Samichlaus Bier Helles
## 2755 Chocolate Ale
## 2955 Anchor Summer Beer
## 942 Perpetual IPA
## 2492 Ten FIDY
## 1440 Saranac Lake Effect Lager
## 2234.1 Amber Ale
## 653.1 French Country Christmas Ale (Biere De Garde)
## 149 Old Golden Hen
## 906 ImPaled Ale
## 2694.1 Black Chocolate Stout
## 1464.1 Octoberfest Beer
## 1436 Holzar-Bier
## 1382 Pabst Blue Ribbon Light
## 566 Golden Ale
## 1974 Pecker Wrecker
## 1027.1 Foster's Lager
## 2109 Payback Porter
## 2850 Melange A Trois - Reserve Series Aged In French Oak Chardonnay Barrels
## 1410 Stack 101 High Gravity Smooth Lager
## 1573 Saranac Winter Lager
## 1796 Dark & Handsome
## 245 St. Idesbald Blond
## 2840 Moinette Blond
## 196 Farmhouse Summer Ale
## 2253 Elector Imperial Red Ale
## 2879.1 An Brain Blásta
## 2943 Winter Wheat
## 824 Nelson
## 1607.1 Blåbær Lambik
## 2378 Hibernator
## 28 Série Signature Sticke Alt
## 1859 Summer Ale
## 1564 Jenny Lake Lager
## 3053 Drunk Monk Hefeweizen
## 173.1 HSB (Horndean Special Bitter)
## 2455 Grande Dame Oud Bruin
## 2692 Old Rasputin
## 1354 Busch Light
## 2841 Lucifer
## 944 Arctic Panzer Wolf
## 1614 Boon Kriek
## 1493.1 Aecht Schlenkerla Rauchbier Urbock
## 2736 Cream Stout
## 895 Fuggles IPA
## 109.1 Abbot Ale
## 1571 Ybor Gold Amber Lager
## 2103 Porter
## 1137.1 God Lager
## 1236.1 Christoffel Nobel
## 2075 Shoo-Fly Pie Porter
## 3194.1 The First Snow Ale
## 200 Prairie Path Ale
## 533 Urban People's Common Lager
## 1445 León
## 2643 Stouterik (The Brussels Stout)
## 1981 Edmund Fitzgerald
## 1706.1 Krombacher Alkoholfrie
## 2575.1 Pemaquid Oyster Stout
## 1067 Vinyl
## 1786 Triple Exultation
## 2354 Wee Heavy Scotch Style Ale
## 3039 Schöfferhofer Hefeweizen
## 1412 Earthquake High Gravity Lager (10%)
## 1177.1 Staropramen Granat Beer
## 218 Affligem Blond
## 1351 Keystone LightCoors Brewing Company (Molson-Coors)
## 507 Nut Brown Ale
## 609 Siamese Twin Ale
## 166.1 XB Bluebird Bitter
## 2818 Delirium Tremens
## 1444 Organic Pinkus Jubilate
## 3049 Hefeweizen
## 1314 Koshihikari Echigo Beer
## 1669.1 Lambiek (1 Year Old)
## 1319.1 Siwo
## 3005 Dark 'n Curvy
## 1710.1 Alkoholfrei
## 1230 Lion Imperial Premium Malt Pilsner
## 2266 Murphy's Irish Red
## 2422.1 Simple Malt Double Porter
## 1855 DBA (Double Barrel Ale)
## 1218.1 Yanjing Beer
## 2110.1 Bobo's Robust Porter
## 419 Sanctification
## 798 Red/White Christmas
## 433 Koko Brown
## 1000 32°/50° Kölsch
## 635.1 Southampton Biere De Mars
## 1083 Fisherman's Brew
## 1413 Schlitz Red Bull X. L. Xtra Long Malt LiquorJOS. Schlitz Brewing Co. (Pabst)
## 1210 Jupiler
## 1825.1 Palm / Palm Speciale
## 809 HopDevil
## 2704 Black OPS
## 308 Cabin Fever
## 235 Brunehaut Blonde
## 2935.1 WRed Wheat
## 2088 The Devil Made Me Do It!
## 599 Trappist Achel 8° Bruin
## 1091 Ruby Lager
## 1530.1 Krombacher Dark
## 1507 Smoky MaryNew Orleans Lager & Ale Brewing Company (NOLA)
## 1204.1 O.K. BeerBrowar Okocim S.A. (Carlsberg)
## 2786.1 Collaboration Not Litigation Ale
## 1779.1 Autumn Ale
## 1335 Moosbacher Kellerbier
## 1833 Brugse Zot
## 2808 Brasserie Des Rocs Triple Impériale
## 104 Fuller's ESB
## 623.1 Sterkens Dubbel Ale
## 1899.1 Nomad
## 2507 Miles Davis' Bitches Brew
## 1737 Oliver's Dark Horse
## 741 Posca Rustica
## 2353 Smuttynose Scotch Style Ale (Big Beer Series)
## 1908 Shiner 101 Czech Style Pilsner
## 1264 Gulpener Gladiator Robuust Bier
## 1816.1 Phin & Matt's Extraordinary Ale
## 1403 Camo Black Ice
## 1909.1 Joseph's Brau Bohemian Lager
## 2195 Straffe Hendrik Quadrupel
## 1775 Cherry Adam From The Wood
## 2533 Fuel Cafe (Coffee Flavored Stout)
## 9 Copper
## 1301 Ottakringer Helles
## 1812 Pride & Joy Mild Ale
## 712 Strawberry Lager
## 3122.1 Whirlwind Witbier
## 1165 Alhambra Negra
## 3039.1 Schöfferhofer Hefeweizen
## 44 Behemoth
## 422 Indian Brown Ale
## 2881 Triple
## 236.1 Steenbrugge Blond
## 143 Ruddles County
## 499 Euforia
## 173.2 HSB (Horndean Special Bitter)
## 1986 Mocha Porter
## 1091.1 Ruby Lager
## 2293 Quinn's Amber Ale
## 843 Chainbreaker White IPA
## 235.1 Brunehaut Blonde
## 2496.1 CBS (Canadian Breakfast Stout)
## 3175 Barrel Aged Brrrbon (Brothers' Reserve Series)
## 759.2 Asahi Honnama Aqua Blue
## 2921 Trippel
## 381.1 Der Weisse Bock
## 1162 Beerlao Dark
## 601.1 Abbey Dubbel
## 853 Smuttynose Homunculus (Big Beer Series)
## 852 Saranac White IPA
## 1238 Bière Du Démon
## 1111.1 Orange Blossom Pilsner
## 868 Hoppy Feet
## 24 Mission Amber
## 3184 Holly Jolly Christmas Ale
## 1797 Pale Ale
## 2711 Peg Leg Imperial Stout
## 2915 Tripel Horse
## 793 Bison Organic Honey Basil
## 2981 Franziskaner Hefe-Weisse Dunkel
## 573 Sleeman Cream Ale (64*)
## 1174 Obolon Oksamytove (Deep Velvet)
## 466.1 Abbey Ale
## 2349 Big Sound
## 328 Maibock
## 1263 Karpackie SuperBrowar Van Pur S.A. (Brau Union Polska)
## 2079.1 Busted Knuckle Ale
## 2371 Robert The Bruce
## 1002.1 Endless River
## 2159.1 UFO Pumpkin
## 384 La Shawinigan Handshake
## 437 Brekle's Brown
## 918 Flagship IPA
## 555 Wildfire Lager
## 239.1 Valeir Blond
## 838 India Pale Ale (IPA)
## 1505.1 Rauchbier
## 1042 Milwaukee's Best
## 2047 Old Engine Oil Black Ale
## 853.1 Smuttynose Homunculus (Big Beer Series)
## 932 Burton Baton
## 1785 Hibernation Ale - Barrel-Aged
## 617 St. Vincent's Dubbel
## 1682 Oud
## 2204 Box Of Chocolate
## 268.1 Saxonator Dunkles Doppelbock
## 65 Barrel Aged Behemoth
## 2159.2 UFO Pumpkin
## 2233 Loakal Red
## 151 Belhaven Best
## 2035 Danzig Baltic Porter
## 69.1 Devil's Milk
## 3159 Christmas Ale
## 1042.1 Milwaukee's Best
## 994 Sünner Kölsch
## 1780.1 Ola Dubh Special Reserve 18
## 2429 Backyard Ale
## 1948 Organic Ur Pils
## 2742.2 Oatmeal Milk Stout
## 2883.1 Morocco Ale
## 769 Jokki (Jug Nama)
## 2423.1 Adelscott
## 1535 BREWtality - Espresso Black Bier
## 1366.2 Michelob Ultra Lime & Prickly Pear Cactus
## 236.2 Steenbrugge Blond
## 2531.1 Out Of Bounds Stout
## 1913 Pontius Road Pilsner
## 2423.2 Adelscott
## 3086 Anniversary Ale
## 3175.1 Barrel Aged Brrrbon (Brothers' Reserve Series)
## 340 Shiner Bock
## 98 Bommen & Granaten
## 3124 White
## 2957 Samuel Adams Coastal WheatBoston Beer Company (Samuel Adams)
## 2877 Wizard's Winter Ale
## 1190 Kronenbourg 1664
## 2621 O'Hara's Irish Stout
## 1493.2 Aecht Schlenkerla Rauchbier Urbock
## 3045 Mad King's Weiss
## 2405 Fore Smoked Stout
## 683 Interlude
## 2063 Original Flag Porter
## 2761 Bell Ringer
## 2903.1 Trade Winds
## 1263.1 Karpackie SuperBrowar Van Pur S.A. (Brau Union Polska)
## 952.1 Lake Erie Monster
## 2541 Luna Coffee Stout
## 641 Les Bière Des Sans Culottes
## 729 Raspberry Ale
## 1179 Bohemia
## 2809 Green Flash Grand Cru
## 166.2 XB Bluebird Bitter
## 2843 Victoria Ale
## 2854 Alpha Kong
## 169 Old Brewery BitterSamuel Smith Old Brewery (Tadcaster)
## 60 Gratitude
## 1731 Old Gollywobbler Brown Ale
## 2336 Backwoods Bastard
## 436.1 Rocky's Revenge Bourbon Brown
## 3051 Brooklyner Weisse
## 2773 Colossus
## 3100.1 White
## 290 Schneider Aventinus Eisbock
## 1210.1 Jupiler
## 3101 Hoegaarden Original White Ale
## 2814 Leffe Radieuse
## 2054 Coffee Porter
## 383 Plank Bavarian Dunkler Weizenbock
## 2837 Arabier
## 1622 Oud Beersel Framboise
## 930 Hop Stoopid
## 2473 Barriquée (Sour Version)
## 2629 Donnybrook Stout
## 1787 Big Dick's Olde Ale
## 1036.1 Batch 19Coors Brewing Company (Molson-Coors)
## 54.1 Barleywine Style Ale
## 2092.1 Yin & Yang
## 537 Chipotle Ale
## 1134 Dortmunder Local Export Lager
## 2238 Mourning Wood
## 1057 Molson Ice
## 3113.1 Samuel Adams Imperial WhiteBoston Beer Company (Samuel Adams)
## 1024 Modelo Especial
## 3033 Samuel Adams HefeweizenBoston Beer Company (Samuel Adams)
## 2142.1 Porter, Smoked
## 248 Summer Belgian-Style Blonde Ale
## 809.1 HopDevil
## 1311 Kirin Lager
## 3065 Weissbier Kristallklar
## 1540 LA-31 Bière Noire
## 203.1 Gossamer Golden Ale
## 151.1 Belhaven Best
## 2583 Indra Kunindra
## 2744 Brown Shugga'
## 2558 Double Stout
## 2359 Iron Thistle
## 2068 Porter
## 381.2 Der Weisse Bock
## 2111.1 Black Robusto Porter
## 2019 Baltika #6 Porter
## 1695.1 Drive
## 786 Jaw-Jacker
## 2147 Pumpkinhead Ale
## 610.1 Benediction
## 446.1 Bravo 2017
## 439 George
## 1552 Red Lager
## 289 Fireman's Brew Brunette Beer
## 803 Torpedo Extra IPA
## 2527 Chicory Stout
## 178 DeuS (Brut Des Flandres)
## 14 Copperhead Ale
## 5.1 Sleigh'r Dark Doüble Alt Ale
## 2931.2 Black Wit-O
## 286 Winter-Bock
## 1263.2 Karpackie SuperBrowar Van Pur S.A. (Brau Union Polska)
## 3009 Dunkle Weizen
## 1366.3 Michelob Ultra Lime & Prickly Pear Cactus
## 3179 Powder Hound Winter Ale
## 582 Canyon Cream Ale
## 1028 Tecate
## 1240 Tennent's Super Strong Lager
## 1721.1 Hockley Dark
## 1368 Miller Genuine Draft 64
## 888.1 IPA
## 1530.2 Krombacher Dark
## 1334 Summer Teeth
## 1943.1 Rothaus Pils Tannen Zäpfle
## 3159.1 Christmas Ale
## 927.1 Lagunitas Sucks
## 1618 Peach
## 3020.1 Erdinger Weissbier (Hefe-Weizen)
## 3163 Old Man Winter
## 2560 Strike Out Stout
## 1729 Dark Ale
## 774 Asahi Strong Off
## 1861.1 Smuttynose Shoals Pale Ale
## 2575.2 Pemaquid Oyster Stout
## 2488 Gose
## 1849 It Takes A Lot Of Great Beer To Make Great Wine
## 1680 Lambik (3 Year Old Unblended)
## 296 Eisbock (Congelator)
## 1507.1 Smoky MaryNew Orleans Lager & Ale Brewing Company (NOLA)
## 1939 Pils
## 1419 Hofbräu Dunkel
## 957 The Waldos' Special Ale
## 900 India Pale Ale
## 512 Brewer's Brown Ale
## 525 Mountain Goat Steam Ale
## 1615 Boon Oude Kriek Mariage Parfait
## 2936 Shredder's Wheat
## 712.1 Strawberry Lager
## 2287 Cherokee Red Ale
## 2939 Oktoberfest
## 3141 Juliet
## 250 Troegenator
## 305 Andygator
## 2243.1 G'Knight
## 1034.1 Narragansett Lager
## 1355 Amstel Light
## 2565 Blackheart Stout
## 2061 Publican Porter (Imperial London Porter)
## 935.1 Dreadnaught IPA
## 2401 Java Mac
## 2944.1 Yin-Yang Witbier
## 558.2 Ring Of Fire
## 2638 Uncle Steve's Irish Stout
## 1604 Hommage
## 1826.1 Karma Belgian Style Pale Ale
## 1193 St. Pauli Girl
## 2202 Grand Cru
## 1448 Fearless Youth
## 2103.1 Porter
## 2284 Aviator Red
## 96.1 Commander
## 540 Billy's Chilies Beer (Timberline Series)
## 2406 Sue
## 55 Lower De Boom Barleywine
## 1709 Molson Exel
## 1665.1 Tuverbol
## 397 Weizenbock
## 1720 Mild
## 1042.2 Milwaukee's Best
## 293.1 Ramstein Winter Wheat Eisbock
## 2920 Watou Tripel
## 1337 Beersel Lager
## 288 Double Vision Doppelbock
## 3082 Kristall Weizen
## 1113 Golden
## 1788 Unobtanium Barrel-Aged Old Ale
## 101.1 Golden Pride
## 844 Citra Bitter Monk
## 622.2 Evil 8° Belgian-Style Dubbel Ale
## 641.1 Les Bière Des Sans Culottes
## 1791 Ola Dubh Special Reserve 40
## 1710.2 Alkoholfrei
## 446.2 Bravo 2017
## 1914.1 Long Day Lager
## 1990 Alpha Klaus Christmas (Xmas) Porter
## 345 The Vixen Chocolate Chili BockBoston Beer Company (Samuel Adams)
## 2162 The Great’ER Pumpkin
## 1204.2 O.K. BeerBrowar Okocim S.A. (Carlsberg)
## 1161 Efes Dark
## 2640 Cobblestone Stout
## 649 Oxtoberfest
## 3135 Supplication
## 2223.1 Prohibition Ale
## 1033.1 Natural Ice
## 2102 Black Ball Porter
## 2583.1 Indra Kunindra
## 859 White IPA
## 3074 Cascade Blonde
## 595.1 Pater 6
## 1813 Pale 31 California Pale Ale
## 1990.1 Alpha Klaus Christmas (Xmas) Porter
## 1473 Oaktoberfest
## 630 Avant Garde
## 442 Imperial Nut Brown Ale
## 2618 Guinness Extra Stout (Original)
## 88 J.W. Lees Harvest Ale (Lagavulin Whisky Cask)J.W. Lees & Co (Brewers) Ltd
## 278 Deep Water Dopplebock
## 1028.1 Tecate
## 1864.1 Extra Pale Ale
## 1371 I.C. Light
## 1702 Schneider Weisse Tap 3 Mein Alkoholfreies
## 657.1 Jenlain Bière De Printemps
## 1056 Taj Mahal Premium Lager
## 2810 Gouden Carolus Ambrio
## 1208 Sapporo Reserve
## 3144.2 Cable Car
## 1814 New DogTown Pale Ale
## 2663 Velvet Merkin
## 2034.1 Porteris
## 1467 Hoss Oktoberfest Lager
## 1595 Kriek 100% Lambic
## 956 Ruination Double IPA 2.0
## 592.1 Trappist Westvleteren 8 (VIII)Brouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 2589 Dragon Stout
## 1789.1 Thanksgiving Ale
## 814 Flower Power India Pale Ale
## 2829.1 Horny Devil
## 46.1 Old Numbskull
## 2799 Nostradamus
## 764 Kirin Enjuku
## 1304 Fathom IPL
## 1459 Festbier
## 1680.1 Lambik (3 Year Old Unblended)
## 651 La Choulette De Noël
## 1134.1 Dortmunder Local Export Lager
## 1308 Asahi Super Dry
## 1553 Victoria
## 1062 Lager
## 1956 Simpler Times Pilsner
## 1992 Vanilla Java Porter (VJP)
## 2072.1 Old Growler
## 60.1 Gratitude
## 987 Gaffel Kölsch
## 827 75 Minute IPA
## 3038 Kapuziner Weissbier
## 2463 Duchesse De Bourgogne
## 74 Druid Fluid
## 1245.1 Žaibo
## 321.1 Maibock
## 60.2 Gratitude
## 1829.1 Verboten
## 918.1 Flagship IPA
## 2081 Pigs Ass Porter
## 671 Saison-Brett
## 48 XS Old Crustacean
## 2035.1 Danzig Baltic Porter
## 824.1 Nelson
## 1374 Beck's Premier Light
## 597 Grimbergen Dubbel
## 1452 Negra
## 1427 Asahi Black (Kuronama)
## 834 Brew Free Or Die IPA
## 379.1 Schneider Weisse Tap X Mein Nelson Sauvin
## 1613 Cassis
## 651.1 La Choulette De Noël
## 1574 Danish Red Lager
## 3032 Pyramid Hefeweizen
## 2880 Extra Special Oak (ESO)
## 345.1 The Vixen Chocolate Chili BockBoston Beer Company (Samuel Adams)
## 1976 Summer Pilsner Fusion
## 1654 De Troch Oude Gueuze
## 1015 Josephs Brau Summer Brew
## 3169 Odell Isolation Ale
## 724 Apricot Wheat
## 2307 Roggenbier
## 1971 The Curl
## 229.1 Bink Blond
## 2034.2 Porteris
## 1585.1 Chapeau Faro Lambic
## 1392 Magnum
## 844.1 Citra Bitter Monk
## 943 Pure Hoppiness
## 2426.2 Hogwash!
## 3005.1 Dark 'n Curvy
## 1481 Oktober Fest
## 1208.1 Sapporo Reserve
## 2945 Red Wheat
## 381.3 Der Weisse Bock
## 823 Titan IPA
## 957.1 The Waldos' Special Ale
## 950 Dorado
## 1073 Rickard's Red
## 3044.2 Weisse Versa Wheat
## 160 Arkell Best Bitter
## 2231 Evil Dead Red
## 1913.1 Pontius Road Pilsner
## 372.1 Dreher Bak
## 797 Ginger Beard
## 1811 Doggie Style
## 2220 Avalanche Amber Ale
## 1298 Helles Belles
## 741.1 Posca Rustica
## 114.1 Foster's Premium Ale
## 2397 Piper Down - Bourbon Barrel-Aged
## 373 Schneider Weisse Tap 6 Unser Aventinus
## 297 Schorschbock Ice 13
## 1800 Alpha King
## 2755.1 Chocolate Ale
## 1693 Busch NA
## 2244.1 Hop Head Red Ale
## 1253 San Miguel Selecta
## 1536 Sustenance Black Beer - Bourbon Barrel-Aged
## 2006 (512) Pecan Porter(512) Brewing Company
## 2772 Pray For Snow
## 2119 Smoked Porter
## 1667 Lambiek Oud Beersel
## 399 St. Blasius Weizenbock
## 489 Rugged Trail Nut Brown Ale
## 896.1 HopFish IPA
## 470.1 La Rullés Brune (Bière De Gaume)
## 1235 Faxe Extra Strong
## 800.2 Nor'Easter Lager
## 1346 Bud Light Lime
## 207 Ballantine XXX Ale
## 1976.1 Summer Pilsner Fusion
## 3120 White Thai
## 2985 Julius Echter Hefe-Weissbier Dunkel
## 2770 Boatswain H.L.V. Ale (Heavy Lift Vessel)
## 2362.1 Wee Heavy-er Scotch Style Ale
## 2412 Holger Danske (with Kissmeyer)
## 1889 Country Pale Ale
## 1787.1 Big Dick's Olde Ale
## 1037 Bud Ice
## 769.1 Jokki (Jug Nama)
## 2580.1 Titanic Stout
## 2535.1 Brewhouse Coffee Stout
## 334.1 Brinkley's Maibock
## 1238.1 Bière Du Démon
## 3122.2 Whirlwind Witbier
## 766 Asahi Honnama Gold
## 2928 Tripel Van De Garre
## 2850.1 Melange A Trois - Reserve Series Aged In French Oak Chardonnay Barrels
## 1636 Oude Geuze
## 553 Hot Chocolate
## 2095 Everett (Barrel Aged)
## 2282 Porterhouse Red
## 2186 The Reverend
## 1198 Estrella Damm
## 1954 Dinkelacker CD-Pils
## 1844 Lil' Devil
## 342 Michelob AmberBock
## 1087 Trader Jose's Dark Lager
## 3195 Red Nose Winter Ale
## 1738 Gale's Festival Mild
## 3168 Snow Cap
## 2912.1 Affligem Tripel
## 642 Jenlain Blonde
## 2178.1 Trappist Westvleteren 12 (XII)Brouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 861 Hop Wrangler
## 2118 Robust Porter
## 3168.1 Snow Cap
## 1122 Dog Days Dortmunder Style Lager
## 841 Houblon Chouffe Dobbelen IPA Tripel
## 2834 Hitachino Nest Red Rice Ale
## 604 Abbey Ale
## 2816 Nor' Easter Winter Warmer
## 2984 Hacker-Pschorr Dunkel Weisse (Weisse Dark)
## 511 Bone Shaker Brown
## 1624 Cherry
## 2786.2 Collaboration Not Litigation Ale
## 1995 Mississippi Mud Black & Tan
## 485.2 Georgia Brown
## 327 Spaten Maibock / Premium Bock
## 1995.1 Mississippi Mud Black & Tan
## 328.1 Maibock
## 2030 Double Brown Stout
## 3101.1 Hoegaarden Original White Ale
## 1608.1 Pomme (Apple)
## 107.1 Harvest Ale
## 73 Old Blarney Barleywine
## 612 St. Sebastiaan Dark
## 160.1 Arkell Best Bitter
## 2230 Ambergeddon
## 1579 Red Stallion
## 2033.1 Porter
## 2114 Gran Sport Porter
## 2517 Big Bear Black Stout
## 142.1 The Naughty Nurse
## 1968 Tilted Smile Imperial Pilsner
## 245.1 St. Idesbald Blond
## 3109 Hitachino Nest White Ale
## 1077.1 Point Classic Amber
## 1931 Bohemia Clásica
## 1476 Oktoberfest
## 2341 Claymore
## 1328 Hapa Beer
## 275 Tucher Bajuvator Doppelbock
## 198 Citra Blonde Summer Brew
## 2845.1 Grand Cru
## 447 Flashback Ale
## 1703 Labatt Blue Non-Alcoholic
## 3020.2 Erdinger Weissbier (Hefe-Weizen)
## 2843.1 Victoria Ale
## 1622.1 Oud Beersel Framboise
## 1121.2 Baltika #7 Export
## 1955 Pearl-Snap
## 3079 Kapuziner Kristall-Weizen
## 675.1 Pepe Nero Belgian Style Ale
## 2469 Rodenbach Caractère Rouge
## 1665.2 Tuverbol
## 152 Adnams Southwold Bitter
## 1730 Mild At Heart
## 1362.1 Budweiser Select 55
## 1842 Hommel Bier
## 3179.1 Powder Hound Winter Ale
## 1268.1 Spaten Münchner Hell (München/Premium Lager)
## 2959.2 Montana Trout Slayer Wheat Ale
## 1922 Kelso Pilsner
## 2647 Plain Porter
## 1353 Tsingtao Beer
## 861.1 Hop Wrangler
## 3013 Vùdù
## 1787.2 Big Dick's Olde Ale
## 827.1 75 Minute IPA
## 3192 Winter Warmer
## 1448.1 Fearless Youth
## 2684 Convict Hill Oatmeal Stout
## 2503.1 Cappuccino Stout
## 69.2 Devil's Milk
## 523.1 The Citizen
## 1810 Fire Rock Pale Ale
## 2098 Southampton Imperial Porter
## 1346.1 Bud Light Lime
## 2321.1 Full Moon Pale Rye Ale
## 2312 Orkiszowe
## 442.1 Imperial Nut Brown Ale
## 2672 8 Ball Stout
## 1810.1 Fire Rock Pale Ale
## 3188 God Jul
## 1021.1 Red Stripe Jamaican Lager
## 3086.1 Anniversary Ale
## 2538 Bison Organic Chocolate Stout
## 2206 Hertog Jan Grand PrestigeArcense Stoombierbouwerij (Hertog Jan Brouwerij)
## 1412.1 Earthquake High Gravity Lager (10%)
## 1096 Longboard Island Lager
## 3038.1 Kapuziner Weissbier
## 514 Pub Brown Ale
## 1260 Slavutich Mitzne
## 1513 Hallerndorfer Raiterla Rauchbier
## 2339.1 Skull Splitter
## 935.2 Dreadnaught IPA
## 2218 Gaelic Ale
## 931 Double Jack
## 684 Le Merle
## 723 Pumpkinfest
## 227 Blond
## 3018.1 Hefe-Weissbier Naturtrüb
## 819.1 Head Hunter
## 2129 Smokestack
## 809.2 HopDevil
## 2679.1 Vanilla Oatis
## 629 Gift Of The Magi
## 2716 Sexual Chocolate - Barrel-Aged
## 625.1 Green's Endeavour Dubbel Dark Ale
## 2887.1 Otter Head
## 2902.1 Maredsous 10 - Triple
## 2144 Smoked Porter
## 55.1 Lower De Boom Barleywine
## 3028 Schneider Weisse Tap 4 Wiesen Edel-Weisse
## 1556 Special Amber
## 2328 Permagrin
## 534 Aftershock
## 2235 Believer
## 2432 Smoaktoberfest
## 67 # 100
## 2121 Smoked Porter
## 2648 Hillsborough River Dry Irish Stout (Patio Tools)
## 292 Winter Wonder Lager
## 283 Dopple Bock
## 2531.2 Out Of Bounds Stout
## 2203.1 St. Amatus 12
## 2789.1 Local 2
## 2867 Riggwelter Yorkshire Ale
## 1255 Zhiguly Grande 9,5
## 2365 Maple Scotch-Style Ale
## 1996 Dead Reckoning Porter
## 1485 Fest Märzen Lager
## 1347 Michelob Ultra
## 1013 Kolsch
## 1289 Munich-Style Lager
## 904.1 Bad Elf Winter's Ale
## 2443 La Folie
## 137 Honker's Ale
## 2135.1 Smokebrush Porter
## 1086 Pre-Prohibition Style Lager
## 1687 Sharp's
## 2220.1 Avalanche Amber Ale
## 245.2 St. Idesbald Blond
## 2423.3 Adelscott
## 578.1 Grazias
## 1859.1 Summer Ale
## 573.1 Sleeman Cream Ale (64*)
## 456 La Rullés Cuvée Meilleurs Voeux (Bière De Gaume)
## 3058 Kristallweissbier
## 117 Motor Boat
## 1156.1 Heineken Dark Lager
## 1841 Cuvée Des Trolls
## 192.1 Fireman's #4
## 1292 Andechser Spezial Hell
## 2671.1 Oatmeal Stout
## 195 Bombshell Blonde
## 328.2 Maibock
## 1847 Witkap Pater Singel / Stimulo
## 1694 Clausthaler Golden Amber
## 55.2 Lower De Boom Barleywine
## 38.1 ALTerior Motive
## 562 Summer Solstice
## 274 Doppelbock Dunkel
## 967 Kvass
## 2138.1 Smoked Porter
## 905 Naughty 90
## 594 Dubbel Ale
## 892 India AleSamuel Smith Old Brewery (Tadcaster)
## 1156.2 Heineken Dark Lager
## 2516 Dark Truth
## 1635.1 Gueuze 100% Lambic
## 1650 Gueuze
## 412 Premium Oak Brackett
## 942.1 Perpetual IPA
## 1158.1 St. Pauli Girl Special Dark
## 2487.1 Leipziger Gose
## 368 Christoffel Bokbier
## 788 El Mole Ocho
## 2633 Black Fly Stout
## 2531.3 Out Of Bounds Stout
## 2003 Old Leghumper
## 2326 Rye P.A. Hatter
## 2793 McChouffe
## Style review_appearance
## 216 Blonde Ale - American 3.612903
## 1695 Low Alcohol Beer 3.105263
## 1377 Lager - Light 3.356164
## 1471 Lager - Märzen / Oktoberfest 3.658824
## 2948 Wheat Beer - American Pale 3.519776
## 1283 Lager - Helles 3.155844
## 1269 Lager - Helles 4.016667
## 479 Brown Ale - English 3.671795
## 1593 Lambic - Fruit 4.191336
## 1701 Low Alcohol Beer 2.968750
## 47 Barleywine - American 4.133696
## 3100 Wheat Beer - Witbier 4.029049
## 1471.1 Lager - Märzen / Oktoberfest 3.658824
## 2308 Rye Beer - Roggenbier 3.916667
## 2571 Stout - English 4.333333
## 2655 Stout - Irish Dry 3.141509
## 1488 Lager - Märzen / Oktoberfest 3.522727
## 1770 Old Ale 3.919048
## 623 Dubbel 3.608527
## 62 Barleywine - American 3.975248
## 935 IPA - Imperial 4.251857
## 1698 Low Alcohol Beer 3.700000
## 829 IPA - American 3.960725
## 2765 Strong Ale - American 3.740741
## 2149 Pumpkin Beer 3.757426
## 1001 Kölsch 3.896552
## 1158 Lager - European Dark 3.342105
## 1121 Lager - European / Dortmunder Export 3.188811
## 1728 Mild Ale - English Dark 3.391304
## 474 Brown Ale - Belgian Dark 4.272727
## 2001 Porter - American 4.061772
## 166 Bitter - English 3.718750
## 1027 Lager - Adjunct 2.934075
## 214 Blonde Ale - American 3.937500
## 282 Bock - Doppelbock 3.500000
## 907 IPA - English 3.605978
## 2138 Porter - Smoked 4.133333
## 800 Herb and Spice Beer 3.663636
## 854 IPA - Belgian 4.047619
## 3193 Winter Warmer 3.875000
## 2535 Stout - American 4.047170
## 2508 Stout - American Imperial 4.414850
## 2682 Stout - Oatmeal 3.602778
## 973 Kvass 3.250000
## 1039 Lager - Adjunct 2.556410
## 920 IPA - English 3.722222
## 1053 Lager - Adjunct 2.798969
## 466 Brown Ale - Belgian Dark 3.694444
## 580 Cream Ale 3.379310
## 1358 Lager - Light 2.458333
## 1220 Lager - European Pale 2.900000
## 1952 Pilsner - German 3.685976
## 3102 Wheat Beer - Witbier 3.245299
## 2627 Stout - Irish Dry 3.929204
## 2694 Stout - Russian Imperial 4.293829
## 1342 Lager - Kellerbier / Zwickelbier 3.666667
## 469 Brown Ale - Belgian Dark 3.866667
## 1744 Mild Ale - English Pale 3.765152
## 2363 Scotch Ale / Wee Heavy 3.708333
## 1711 Low Alcohol Beer 2.964286
## 398 Bock - Weizenbock 3.761905
## 817 IPA - American 3.989614
## 1499 Lager - Rauchbier 3.796512
## 1269.1 Lager - Helles 4.016667
## 1637 Lambic - Gueuze 4.048387
## 1189 Lager - European Pale 3.152838
## 89 Barleywine - English 4.070000
## 2178 Quadrupel (Quad) 4.454009
## 2709 Stout - Russian Imperial 4.208791
## 1838 Pale Ale - Belgian 4.050000
## 1156 Lager - European Dark 3.470588
## 1129 Lager - European / Dortmunder Export 3.396341
## 1376 Lager - Light 2.284091
## 1315 Lager - Japanese Rice 2.975610
## 558 Chile Beer 3.562500
## 168 Bitter - English 3.738095
## 1575 Lager - Vienna 3.700000
## 2593 Stout - Foreign / Export 4.113139
## 2542 Stout - American 4.000000
## 346 Bock - Traditional 4.000000
## 3011 Wheat Beer - Dunkelweizen 3.700000
## 634 Farmhouse Ale - Bière de Garde 3.969349
## 2489 Sour - Gose 3.651815
## 1906 Pilsner - Bohemian / Czech 3.981132
## 1345 Lager - Light 2.349815
## 1464 Lager - Märzen / Oktoberfest 4.250000
## 2959 Wheat Beer - American Pale 3.620408
## 370 Bock - Traditional 3.740000
## 601 Dubbel 4.000000
## 1518 Lager - Schwarzbier 4.041007
## 31 Altbier 3.833333
## 452 Brown Ale - Belgian Dark 3.685065
## 2992 Wheat Beer - Dunkelweizen 4.000000
## 2079 Porter - English 4.000000
## 1943 Pilsner - German 3.958333
## 467 Brown Ale - Belgian Dark 3.937500
## 2794 Strong Ale - Belgian Dark 4.272727
## 1780 Old Ale 4.035714
## 1933 Pilsner - German 3.724265
## 2679 Stout - Oatmeal 4.125000
## 1594 Lambic - Fruit 4.095238
## 2534 Stout - American 3.914894
## 1136 Lager - European / Dortmunder Export 3.631579
## 2205 Quadrupel (Quad) 3.726277
## 927 IPA - Imperial 3.983032
## 1120 Lager - European / Dortmunder Export 3.460294
## 3075 Wheat Beer - Kristallweizen 3.750000
## 491 Brown Ale - English 3.882653
## 407 Braggot 3.628205
## 2033 Porter - Baltic 3.541667
## 1247 Lager - European Strong 3.274510
## 695 Farmhouse Ale - Saison 4.176960
## 272 Bock - Doppelbock 3.822289
## 1655 Lambic - Gueuze 4.016129
## 1155 Lager - European Dark 3.653465
## 1319 Lager - Japanese Rice 2.423077
## 1678 Lambic - Traditional 4.000000
## 1352 Lager - Light 2.500000
## 2886 Strong Ale - English 3.194444
## 421 Brett Beer 4.100000
## 424 Brown Ale - American 3.978537
## 1268 Lager - Helles 3.607011
## 1798 Pale Ale - American 4.215013
## 359 Bock - Traditional 3.647436
## 2512 Stout - American Imperial 4.100000
## 1911 Pilsner - Bohemian / Czech 3.710526
## 611 Dubbel 3.736842
## 2254 Red Ale - Imperial 4.125000
## 386 Bock - Weizenbock 3.622093
## 2400 Scottish Ale 3.600000
## 101 Barleywine - English 4.083333
## 63 Barleywine - American 3.967290
## 2422 Smoked Beer 3.541667
## 2368 Scotch Ale / Wee Heavy 3.645161
## 2049 Porter - English 3.979681
## 1925 Pilsner - German 3.891841
## 2243 Red Ale - Imperial 4.097061
## 2105 Porter - Robust 2.500000
## 3047 Wheat Beer - Hefeweizen 3.604265
## 1025 Lager - Adjunct 2.579077
## 558.1 Chile Beer 3.562500
## 1420 Lager - Munich Dunkel 3.369205
## 653 Farmhouse Ale - Bière de Garde 4.147059
## 506 Brown Ale - English 3.917763
## 357 Bock - Traditional 3.500000
## 2423 Smoked Beer 3.236111
## 1065 Lager - American Amber / Red 3.141871
## 3020 Wheat Beer - Hefeweizen 3.704978
## 2123 Porter - Smoked 3.933333
## 659 Farmhouse Ale - Sahti 3.987500
## 2295 Red Ale - Irish 3.681818
## 2608 Stout - Foreign / Export 4.000000
## 436 Brown Ale - American 3.782958
## 2020 Porter - Baltic 4.080247
## 1949 Pilsner - German 3.958333
## 771 Happoshu 3.000000
## 893 IPA - English 4.096491
## 888 IPA - English 3.691937
## 2101 Porter - Imperial 3.919643
## 1808 Pale Ale - American 4.046460
## 535 California Common / Steam Beer 4.000000
## 3102.1 Wheat Beer - Witbier 3.245299
## 1870 Pale Ale - English 3.214559
## 1940 Pilsner - German 3.796943
## 1926 Pilsner - German 2.889163
## 1277 Lager - Helles 3.625806
## 1921 Pilsner - Bohemian / Czech 4.000000
## 2024 Porter - Baltic 4.023102
## 381 Bock - Weizenbock 3.876190
## 1358.1 Lager - Light 2.458333
## 2250 Red Ale - Imperial 3.765152
## 335 Bock - Maibock 3.870370
## 896 IPA - English 3.716578
## 1104 Lager - American 2.928218
## 791 Herb and Spice Beer 3.730088
## 2608.1 Stout - Foreign / Export 4.000000
## 434 Brown Ale - American 3.509317
## 1804 Pale Ale - American 3.881368
## 614 Dubbel 3.910864
## 1612 Lambic - Fruit 4.214286
## 2290 Red Ale - Irish 3.725000
## 2142 Porter - Smoked 4.400000
## 881 IPA - Black / Cascadian Dark Ale 4.000000
## 469.1 Brown Ale - Belgian Dark 3.866667
## 2710 Stout - Russian Imperial 4.164583
## 1732 Mild Ale - English Dark 3.750000
## 2278 Red Ale - Irish 3.743902
## 1864 Pale Ale - English 3.803398
## 2339 Scotch Ale / Wee Heavy 3.998139
## 1946 Pilsner - German 3.496503
## 3113 Wheat Beer - Witbier 3.699477
## 916 IPA - English 3.888889
## 517 California Common / Steam Beer 4.000000
## 1136.1 Lager - European / Dortmunder Export 3.631579
## 738 Gruit / Ancient Herbed Ale 3.404531
## 2805 Strong Ale - Belgian Dark 4.101613
## 1712 Low Alcohol Beer 3.500000
## 2743 Stout - Sweet / Milk 3.706897
## 2531 Stout - American 3.989837
## 1952.1 Pilsner - German 3.685976
## 192 Blonde Ale - American 3.454545
## 2049.1 Porter - English 3.979681
## 1111 Lager - American 3.065789
## 2203 Quadrupel (Quad) 4.111111
## 1277.1 Lager - Helles 3.625806
## 2570 Stout - English 4.000000
## 485 Brown Ale - English 3.502577
## 1884 Pale Ale - English 3.693676
## 921 IPA - English 3.738095
## 1838.1 Pale Ale - Belgian 4.050000
## 2743.1 Stout - Sweet / Milk 3.706897
## 3174 Winter Warmer 3.889583
## 1366 Lager - Light 2.384615
## 2879 Strong Ale - English 3.666667
## 173 Bitter - English 4.040541
## 2244 Red Ale - Imperial 4.121123
## 1616 Lambic - Fruit 3.474490
## 515 Brown Ale - English 3.672414
## 2604 Stout - Foreign / Export 4.400000
## 379 Bock - Weizenbock 4.250000
## 1721 Mild Ale - English Dark 3.689024
## 1211 Lager - European Pale 3.322581
## 1121.1 Lager - European / Dortmunder Export 3.188811
## 1117 Lager - American 3.394231
## 1707 Low Alcohol Beer 3.333333
## 725 Fruit and Field Beer 3.635983
## 2376 Scottish Ale 3.686207
## 800.1 Herb and Spice Beer 3.663636
## 552 Chile Beer 3.000000
## 2581 Stout - Foreign / Export 4.299853
## 2086 Porter - Imperial 4.000000
## 2961 Wheat Beer - American Pale 3.077160
## 2678 Stout - Oatmeal 4.258065
## 441 Brown Ale - American 3.557692
## 1296 Lager - Helles 3.872881
## 2784 Strong Ale - Belgian Dark 4.094000
## 568 Cream Ale 4.000000
## 2034 Porter - Baltic 3.967391
## 1059 Lager - Adjunct 2.882353
## 860 IPA - Belgian 3.960000
## 825 IPA - American 4.020320
## 1577 Lager - Vienna 3.666667
## 1712.1 Low Alcohol Beer 3.500000
## 470 Brown Ale - Belgian Dark 3.800000
## 699 Fruit and Field Beer 3.514002
## 2471 Sour - Flanders Red Ale 4.120370
## 2733 Stout - Sweet / Milk 4.500000
## 2909 Tripel 3.686170
## 2180 Quadrupel (Quad) 3.916667
## 2410 Smoked Beer 3.801205
## 2742 Stout - Sweet / Milk 3.961538
## 1882 Pale Ale - English 3.410714
## 2483 Sour - Flanders Red Ale 3.750000
## 904 IPA - English 3.660088
## 1686 Low Alcohol Beer 3.037037
## 995 Kölsch 3.987805
## 1094 Lager - American Amber / Red 3.603175
## 2940 Wheat Beer - American Dark 3.642857
## 1596 Lambic - Fruit 4.109431
## 2180.1 Quadrupel (Quad) 3.916667
## 578 Cream Ale 3.583333
## 2082 Porter - English 3.761905
## 330 Bock - Maibock 3.739130
## 622 Dubbel 4.000000
## 1261 Lager - European Strong 3.225000
## 480 Brown Ale - English 3.742888
## 2686 Stout - Oatmeal 4.166667
## 25 Altbier 3.788462
## 2041 Porter - Baltic 4.028986
## 23 Altbier 3.812500
## 869 IPA - Black / Cascadian Dark Ale 4.147277
## 2514 Stout - American Imperial 4.080189
## 2379 Scottish Ale 3.666667
## 1461 Lager - Märzen / Oktoberfest 3.347007
## 461 Brown Ale - Belgian Dark 3.750000
## 2457 Sour - Flanders Oud Bruin 3.846154
## 2678.1 Stout - Oatmeal 4.258065
## 2480 Sour - Flanders Red Ale 4.102679
## 2042 Porter - Baltic 4.136364
## 1651 Lambic - Gueuze 3.745455
## 2969 Wheat Beer - American Pale 3.402326
## 2585 Stout - Foreign / Export 3.905292
## 3148 Wild Ale 4.180000
## 47.1 Barleywine - American 4.133696
## 473 Brown Ale - Belgian Dark 3.833333
## 265 Bock - Doppelbock 3.921958
## 337 Bock - Maibock 4.058824
## 1728.1 Mild Ale - English Dark 3.391304
## 2487 Sour - Gose 3.907407
## 1808.1 Pale Ale - American 4.046460
## 819 IPA - American 4.049020
## 1804.1 Pale Ale - American 3.881368
## 2852 Strong Ale - Belgian Pale 4.218531
## 1851 Pale Ale - Belgian 3.546667
## 1302 Lager - India Pale Lager (IPL) 4.136364
## 1270 Lager - Helles 3.854839
## 276 Bock - Doppelbock 3.760870
## 1380 Lager - Light 2.750000
## 2060 Porter - English 3.770833
## 2855 Strong Ale - Belgian Pale 4.125000
## 2036 Porter - Baltic 4.306931
## 2912 Tripel 4.016234
## 543 Chile Beer 3.602564
## 2890 Strong Ale - English 3.750000
## 700 Fruit and Field Beer 4.124648
## 1267 Lager - Helles 3.755155
## 2208 Quadrupel (Quad) 4.000000
## 1629 Lambic - Fruit 3.613636
## 2849 Strong Ale - Belgian Pale 3.859259
## 2481 Sour - Flanders Red Ale 3.000000
## 3011.1 Wheat Beer - Dunkelweizen 3.700000
## 1218 Lager - European Pale 2.830275
## 2870 Strong Ale - English 3.669421
## 1068 Lager - American Amber / Red 3.673077
## 2766 Strong Ale - American 3.801282
## 77 Barleywine - American 4.116071
## 1561 Lager - Vienna 3.808333
## 1166 Lager - European Dark 3.750000
## 2416 Smoked Beer 4.000000
## 2857 Strong Ale - English 3.584356
## 2959.1 Wheat Beer - American Pale 3.620408
## 1052 Lager - Adjunct 3.026119
## 966 Kvass 2.937500
## 3017 Wheat Beer - Hefeweizen 4.085733
## 321 Bock - Maibock 3.604651
## 847 IPA - Belgian 3.614583
## 1362 Lager - Light 2.240566
## 2606 Stout - Foreign / Export 4.000000
## 2139 Porter - Smoked 4.000000
## 2072 Porter - English 3.804054
## 2631 Stout - Irish Dry 4.305556
## 1640 Lambic - Gueuze 4.113281
## 2199 Quadrupel (Quad) 4.035714
## 789 Herb and Spice Beer 2.727273
## 1829 Pale Ale - Belgian 3.874088
## 946 IPA - Imperial 4.113680
## 2944 Wheat Beer - American Dark 3.750000
## 465 Brown Ale - Belgian Dark 3.792683
## 2245 Red Ale - Imperial 4.110638
## 640 Farmhouse Ale - Bière de Garde 3.750000
## 898 IPA - English 3.753049
## 2219 Red Ale - American Amber / Red 3.957123
## 344 Bock - Traditional 3.882838
## 1666 Lambic - Traditional 3.625000
## 2094 Porter - Imperial 4.184211
## 2845 Strong Ale - Belgian Pale 3.649425
## 725.1 Fruit and Field Beer 3.635983
## 1909 Pilsner - Bohemian / Czech 3.308824
## 84 Barleywine - English 4.117794
## 2250.1 Red Ale - Imperial 3.765152
## 2848 Strong Ale - Belgian Pale 4.026961
## 3072 Wheat Beer - Kristallweizen 3.750000
## 2596 Stout - Foreign / Export 3.500000
## 1966 Pilsner - Imperial 4.033613
## 3066 Wheat Beer - Kristallweizen 3.705882
## 1910 Pilsner - Bohemian / Czech 3.333333
## 3110 Wheat Beer - Witbier 3.494681
## 3127 Wheat Beer - Witbier 3.507212
## 1745 Mild Ale - English Pale 3.314815
## 36 Altbier 3.621212
## 1623 Lambic - Fruit 4.250000
## 99 Barleywine - English 3.928571
## 1518.1 Lager - Schwarzbier 4.041007
## 1789 Old Ale 3.798611
## 2908 Tripel 4.181586
## 2009 Porter - American 3.977273
## 2350 Scotch Ale / Wee Heavy 3.894872
## 2342 Scotch Ale / Wee Heavy 3.806011
## 2159 Pumpkin Beer 3.710938
## 3023 Wheat Beer - Hefeweizen 4.106838
## 2261 Red Ale - Irish 3.827169
## 811 IPA - American 4.271650
## 561 Cream Ale 3.552013
## 2534.1 Stout - American 3.914894
## 241 Blonde Ale - Belgian 3.572917
## 1708 Low Alcohol Beer 2.583333
## 75 Barleywine - American 3.987952
## 1203 Lager - European Pale 3.098592
## 3018 Wheat Beer - Hefeweizen 4.121053
## 1035 Lager - Adjunct 2.490937
## 1021 Lager - Adjunct 2.992729
## 2110 Porter - Robust 4.010870
## 1523 Lager - Schwarzbier 4.093602
## 461.1 Brown Ale - Belgian Dark 3.750000
## 2265 Red Ale - Irish 3.990476
## 657 Farmhouse Ale - Bière de Garde 3.588889
## 1359 Lager - Light 2.701493
## 3060 Wheat Beer - Kristallweizen 4.083333
## 694 Farmhouse Ale - Saison 4.195652
## 785 Herb and Spice Beer 3.701705
## 1370 Lager - Light 2.625000
## 181 Bière de Champagne / Bière Brut 4.194444
## 652 Farmhouse Ale - Bière de Garde 3.787879
## 2377 Scottish Ale 3.594276
## 33 Altbier 4.136364
## 147 Bitter - English 3.784722
## 701 Fruit and Field Beer 3.214765
## 811.1 IPA - American 4.271650
## 1318 Lager - Japanese Rice 3.750000
## 2393 Scottish Ale 3.845238
## 3139 Wild Ale 4.307692
## 1938 Pilsner - German 3.618421
## 3112 Wheat Beer - Witbier 3.625000
## 1108 Lager - American 3.461538
## 1455 Lager - Märzen / Oktoberfest 3.671978
## 1566 Lager - Vienna 3.500000
## 480.1 Brown Ale - English 3.742888
## 2671 Stout - Oatmeal 4.402778
## 2868 Strong Ale - English 3.513072
## 914 IPA - English 3.507042
## 1679 Lambic - Traditional 4.000000
## 1415 Lager - Malt Liquor 2.650000
## 1904 Pilsner - Bohemian / Czech 3.685000
## 988 Kölsch 3.479638
## 10 Altbier 3.528571
## 1323 Lager - Japanese Rice 2.750000
## 1625 Lambic - Fruit 3.845000
## 1838.2 Pale Ale - Belgian 4.050000
## 2962 Wheat Beer - American Pale 3.554152
## 3057 Wheat Beer - Hefeweizen 3.906832
## 142 Bitter - English 3.551724
## 348 Bock - Traditional 3.546296
## 239 Blonde Ale - Belgian 3.875000
## 398.1 Bock - Weizenbock 3.761905
## 2962.1 Wheat Beer - American Pale 3.554152
## 1077 Lager - American Amber / Red 3.418269
## 2026 Porter - Baltic 4.211268
## 1825 Pale Ale - Belgian 3.675532
## 2403 Scottish Ale 3.700000
## 3194 Winter Warmer 3.750000
## 1760 Mild Ale - English Pale 3.666667
## 1136.2 Lager - European / Dortmunder Export 3.631579
## 860.1 IPA - Belgian 3.960000
## 1402 Lager - Malt Liquor 2.661290
## 1157 Lager - European Dark 3.564583
## 1270.1 Lager - Helles 3.854839
## 610 Dubbel 3.880000
## 2454 Sour - Flanders Oud Bruin 3.944444
## 2333 Rye Beer 3.750000
## 1575.1 Lager - Vienna 3.700000
## 236 Blonde Ale - Belgian 3.710526
## 1683 Lambic - Traditional 3.750000
## 1245 Lager - European Strong 2.987500
## 3112.1 Wheat Beer - Witbier 3.625000
## 722 Fruit and Field Beer 3.750000
## 1670 Lambic - Traditional 4.000000
## 293 Bock - Eisbock 4.111111
## 595 Dubbel 4.163669
## 1033 Lager - Adjunct 2.136364
## 2300 Rye Beer - Roggenbier 3.794118
## 2501 Stout - American Imperial 4.111610
## 2734 Stout - Sweet / Milk 3.908353
## 2742.1 Stout - Sweet / Milk 3.961538
## 1739 Mild Ale - English Dark 3.714286
## 740 Gruit / Ancient Herbed Ale 3.578512
## 3078 Wheat Beer - Kristallweizen 4.000000
## 881.1 IPA - Black / Cascadian Dark Ale 4.000000
## 734 Fruit and Field Beer 4.057292
## 1599 Lambic - Fruit 3.888636
## 2245.1 Red Ale - Imperial 4.110638
## 2673 Stout - Oatmeal 3.887692
## 2874 Strong Ale - English 3.625000
## 870 IPA - Black / Cascadian Dark Ale 4.131263
## 2789 Strong Ale - Belgian Dark 4.161400
## 2140 Porter - Smoked 4.055556
## 1343 Lager - Kellerbier / Zwickelbier 4.288462
## 118 Bitter - English Extra Special / Strong Bitter (ESB) 3.765517
## 1505 Lager - Rauchbier 3.892857
## 1699 Low Alcohol Beer 2.642857
## 1706 Low Alcohol Beer 4.000000
## 335.1 Bock - Maibock 3.870370
## 2637 Stout - Irish Dry 3.333333
## 2124 Porter - Smoked 4.106061
## 691 Farmhouse Ale - Saison 4.060662
## 1508 Lager - Rauchbier 3.562500
## 1757 Mild Ale - English Pale 3.166667
## 1635 Lambic - Gueuze 4.126506
## 2426 Smoked Beer 4.045455
## 913 IPA - English 3.684615
## 3148.1 Wild Ale 4.180000
## 2500 Stout - American Imperial 4.375000
## 380 Bock - Weizenbock 4.011905
## 414 Braggot 4.100000
## 3070 Wheat Beer - Kristallweizen 3.562500
## 2193 Quadrupel (Quad) 3.842520
## 1665 Lambic - Traditional 3.923913
## 38 Altbier 4.062500
## 85 Barleywine - English 4.119617
## 2676 Stout - Oatmeal 3.924051
## 2702 Stout - Russian Imperial 4.325949
## 246 Blonde Ale - Belgian 3.558824
## 614.1 Dubbel 3.910864
## 1538 Lager - Schwarzbier 3.785714
## 1002 Kölsch 3.796610
## 1318.1 Lager - Japanese Rice 3.750000
## 2193.1 Quadrupel (Quad) 3.842520
## 602 Dubbel 3.996073
## 1870.1 Pale Ale - English 3.214559
## 2588 Stout - Foreign / Export 4.222500
## 25.1 Altbier 3.788462
## 1009 Kölsch 3.413580
## 902 IPA - English 3.886139
## 908 IPA - English 3.405172
## 521 California Common / Steam Beer 4.100000
## 2242 Red Ale - Imperial 4.212276
## 1959 Pilsner - German 3.988636
## 851 IPA - Belgian 4.085366
## 3064 Wheat Beer - Kristallweizen 3.836842
## 1608 Lambic - Fruit 3.682796
## 309 Bock - Maibock 3.876953
## 2008 Porter - American 4.020270
## 3043 Wheat Beer - Hefeweizen 3.649485
## 1477 Lager - Märzen / Oktoberfest 3.907258
## 1322 Lager - Japanese Rice 2.357143
## 3063 Wheat Beer - Kristallweizen 3.666667
## 365 Bock - Traditional 3.935484
## 592 Dubbel 4.415842
## 63.1 Barleywine - American 3.967290
## 1685 Low Alcohol Beer 2.941176
## 183 Bière de Champagne / Bière Brut 3.956522
## 2958 Wheat Beer - American Pale 3.251524
## 147.1 Bitter - English 3.784722
## 1533 Lager - Schwarzbier 3.852564
## 331 Bock - Maibock 3.880682
## 626 Farmhouse Ale - Bière de Garde 4.190053
## 175 Bitter - English 3.907895
## 2073 Porter - English 3.994624
## 817.1 IPA - American 3.989614
## 1466 Lager - Märzen / Oktoberfest 3.896414
## 2111 Porter - Robust 3.750000
## 229 Blonde Ale - Belgian 3.835443
## 3130 Wheat Beer - Witbier 4.047771
## 2934 Wheat Beer - American Dark 3.750000
## 1137 Lager - European / Dortmunder Export 3.205882
## 655 Farmhouse Ale - Bière de Garde 3.776786
## 1899 Pilsner - Bohemian / Czech 3.785714
## 692 Farmhouse Ale - Saison 3.982143
## 96 Barleywine - English 3.821429
## 2913 Tripel 3.407233
## 11 Altbier 4.061497
## 656 Farmhouse Ale - Bière de Garde 3.804878
## 2829 Strong Ale - Belgian Pale 3.851667
## 863 IPA - Belgian 4.106383
## 1005 Kölsch 3.802083
## 1670.1 Lambic - Traditional 4.000000
## 319 Bock - Maibock 3.911429
## 1132 Lager - European / Dortmunder Export 3.641509
## 1519 Lager - Schwarzbier 3.659353
## 3144 Wild Ale 4.164740
## 54 Barleywine - American 4.101719
## 2812 Strong Ale - Belgian Dark 3.927966
## 1489 Lager - Märzen / Oktoberfest 3.657407
## 1390 Lager - Malt Liquor 2.968750
## 1530 Lager - Schwarzbier 3.906250
## 1774 Old Ale 4.043956
## 2718 Stout - Russian Imperial 4.250000
## 3027 Wheat Beer - Hefeweizen 3.863787
## 188 Blonde Ale - American 3.370000
## 2018 Porter - Baltic 4.015464
## 467.1 Brown Ale - Belgian Dark 3.937500
## 1034 Lager - Adjunct 3.451923
## 2200 Quadrupel (Quad) 4.123077
## 3191 Winter Warmer 3.829268
## 2210 Red Ale - American Amber / Red 4.010456
## 1457 Lager - Märzen / Oktoberfest 3.739968
## 2167 Pumpkin Beer 3.984848
## 2066 Porter - English 3.763636
## 1415.1 Lager - Malt Liquor 2.650000
## 1881 Pale Ale - English 3.623333
## 1826 Pale Ale - Belgian 3.618329
## 675 Farmhouse Ale - Saison 3.881625
## 791.1 Herb and Spice Beer 3.730088
## 2608.2 Stout - Foreign / Export 4.000000
## 1327 Lager - Japanese Rice 2.358974
## 1914 Pilsner - Bohemian / Czech 3.500000
## 1480 Lager - Märzen / Oktoberfest 3.692857
## 1861 Pale Ale - English 3.900826
## 663 Farmhouse Ale - Sahti 3.000000
## 2891 Strong Ale - English 3.757576
## 2308.1 Rye Beer - Roggenbier 3.916667
## 979 Kvass 3.000000
## 2299 Rye Beer - Roggenbier 4.071429
## 2628 Stout - Irish Dry 4.125683
## 2714 Stout - Russian Imperial 4.295630
## 441.1 Brown Ale - American 3.557692
## 2883 Strong Ale - English 3.714286
## 1329 Lager - Kellerbier / Zwickelbier 3.666667
## 1107 Lager - American 3.250000
## 644 Farmhouse Ale - Bière de Garde 4.009091
## 2092 Porter - Imperial 3.892157
## 1105 Lager - American 3.767296
## 3144.1 Wild Ale 4.164740
## 622.1 Dubbel 4.000000
## 6 Altbier 4.007937
## 635 Farmhouse Ale - Bière de Garde 3.950617
## 2622 Stout - Irish Dry 4.121140
## 1816 Pale Ale - American 3.587922
## 148 Bitter - English 3.750000
## 1044 Lager - Adjunct 2.187050
## 2505 Stout - American Imperial 4.587413
## 1303 Lager - India Pale Lager (IPL) 4.071429
## 2979 Wheat Beer - Dunkelweizen 4.211316
## 2475 Sour - Flanders Red Ale 3.904891
## 1012 Kölsch 4.083333
## 1215 Lager - European Pale 2.890805
## 1887 Pale Ale - English 3.540741
## 1742 Mild Ale - English Dark 3.636364
## 2474 Sour - Flanders Red Ale 3.997475
## 952 IPA - Imperial 4.067901
## 2485 Sour - Flanders Red Ale 3.610000
## 1584 Lambic - Faro 3.875000
## 334 Bock - Maibock 3.666667
## 1236 Lager - European Strong 3.867089
## 678 Farmhouse Ale - Saison 4.031381
## 2923 Tripel 4.135747
## 485.1 Brown Ale - English 3.502577
## 893.1 IPA - English 4.096491
## 2022 Porter - Baltic 4.339442
## 2214 Red Ale - American Amber / Red 4.029096
## 3148.2 Wild Ale 4.180000
## 568.1 Cream Ale 4.000000
## 791.2 Herb and Spice Beer 3.730088
## 718 Fruit and Field Beer 3.187773
## 2566 Stout - English 3.785714
## 2279 Red Ale - Irish 3.621849
## 3044 Wheat Beer - Hefeweizen 3.888889
## 268 Bock - Doppelbock 3.833333
## 2847 Strong Ale - Belgian Pale 3.944444
## 1790 Old Ale 3.970588
## 1186 Lager - European Pale 3.392857
## 2917 Tripel 4.055066
## 1242 Lager - European Strong 2.949153
## 358 Bock - Traditional 3.722222
## 83 Barleywine - English 4.117647
## 203 Blonde Ale - American 3.775510
## 46 Barleywine - American 4.082633
## 441.2 Brown Ale - American 3.557692
## 1357 Lager - Light 2.588889
## 891 IPA - English 4.017806
## 11.1 Altbier 4.061497
## 2631.1 Stout - Irish Dry 4.305556
## 2143 Porter - Smoked 4.224138
## 1047 Lager - Adjunct 2.905882
## 1585 Lambic - Faro 3.548611
## 2804 Strong Ale - Belgian Dark 4.121181
## 2673.1 Stout - Oatmeal 3.887692
## 430 Brown Ale - American 3.910777
## 3185 Winter Warmer 3.739535
## 2236 Red Ale - American Amber / Red 3.470760
## 759 Happoshu 1.571429
## 2076 Porter - English 3.963964
## 194 Blonde Ale - American 3.578462
## 2055 Porter - English 4.050000
## 3186 Winter Warmer 3.936620
## 980 Kvass 3.500000
## 2727 Stout - Sweet / Milk 3.804399
## 1166.1 Lager - European Dark 3.750000
## 616 Dubbel 3.750000
## 714 Fruit and Field Beer 2.909524
## 2514.1 Stout - American Imperial 4.080189
## 3012 Wheat Beer - Dunkelweizen 3.458333
## 1493 Lager - Rauchbier 4.056620
## 830 IPA - American 3.866171
## 2024.1 Porter - Baltic 4.023102
## 1290 Lager - Helles 3.750000
## 2839 Strong Ale - Belgian Pale 3.643590
## 2657 Stout - Irish Dry 4.250000
## 655.1 Farmhouse Ale - Bière de Garde 3.776786
## 1753 Mild Ale - English Pale 3.250000
## 2185 Quadrupel (Quad) 4.121771
## 1439 Lager - Munich Dunkel 3.906250
## 108 Bitter - English Extra Special / Strong Bitter (ESB) 3.729508
## 1455.1 Lager - Märzen / Oktoberfest 3.671978
## 157 Bitter - English 3.756410
## 1468 Lager - Märzen / Oktoberfest 3.685484
## 136 Bitter - English Extra Special / Strong Bitter (ESB) 4.285714
## 1287 Lager - Helles 3.900000
## 1607 Lambic - Fruit 4.644231
## 1039.1 Lager - Adjunct 2.556410
## 1207 Lager - European Pale 2.975000
## 981 Kvass 3.500000
## 2958.1 Wheat Beer - American Pale 3.251524
## 531 California Common / Steam Beer 3.400000
## 2887 Strong Ale - English 3.654762
## 515.1 Brown Ale - English 3.672414
## 1274 Lager - Helles 3.790102
## 2399 Scottish Ale 3.761905
## 2234 Red Ale - American Amber / Red 3.771429
## 2613 Stout - Foreign / Export 3.388889
## 658 Farmhouse Ale - Sahti 3.759298
## 2143.1 Porter - Smoked 4.224138
## 2931 Wheat Beer - American Dark 3.833333
## 2321 Rye Beer 3.761667
## 3112.2 Wheat Beer - Witbier 3.625000
## 1453 Lager - Märzen / Oktoberfest 3.799525
## 851.1 IPA - Belgian 4.085366
## 1383 Lager - Light 2.821429
## 300 Bock - Eisbock 4.000000
## 745 Gruit / Ancient Herbed Ale 4.000000
## 796 Herb and Spice Beer 3.383333
## 1378 Lager - Light 3.000000
## 1177 Lager - European Dark 3.818182
## 680 Farmhouse Ale - Saison 4.294000
## 1853 Pale Ale - Belgian 3.783654
## 107 Bitter - English Extra Special / Strong Bitter (ESB) 3.817021
## 854.1 IPA - Belgian 4.047619
## 2931.1 Wheat Beer - American Dark 3.833333
## 50 Barleywine - American 4.000000
## 2932 Wheat Beer - American Dark 3.916667
## 1366.1 Lager - Light 2.384615
## 1273 Lager - Helles 3.304813
## 759.1 Happoshu 1.571429
## 1159 Lager - European Dark 3.451673
## 3107 Wheat Beer - Witbier 4.030596
## 2433 Sour - Berliner Weisse 3.510129
## 2384 Scottish Ale 3.678571
## 2870.1 Strong Ale - English 3.669421
## 2279.1 Red Ale - Irish 3.621849
## 1953 Pilsner - German 3.675258
## 69 Barleywine - American 3.948052
## 2786 Strong Ale - Belgian Dark 3.960815
## 1875 Pale Ale - English 3.666667
## 1718 Mild Ale - English Dark 3.885621
## 1534 Lager - Schwarzbier 4.000000
## 1088 Lager - American Amber / Red 3.733333
## 1145 Lager - European / Dortmunder Export 2.937500
## 3064.1 Wheat Beer - Kristallweizen 3.836842
## 2580 Stout - English 4.235294
## 529 California Common / Steam Beer 3.916667
## 2377.1 Scottish Ale 3.594276
## 2637.1 Stout - Irish Dry 3.333333
## 205 Blonde Ale - American 3.687500
## 1341 Lager - Kellerbier / Zwickelbier 3.871795
## 700.1 Fruit and Field Beer 4.124648
## 3122 Wheat Beer - Witbier 3.524085
## 446 Brown Ale - American 4.062500
## 1985 Porter - American 4.047486
## 830.1 IPA - American 3.866171
## 1025.1 Lager - Adjunct 2.579077
## 2902 Tripel 4.116883
## 2903 Tripel 4.073469
## 109 Bitter - English Extra Special / Strong Bitter (ESB) 3.873512
## 2135 Porter - Smoked 3.600000
## 1631 Lambic - Fruit 3.618644
## 2645 Stout - Irish Dry 3.937500
## 1316 Lager - Japanese Rice 3.111111
## 1284 Lager - Helles 3.307692
## 219 Blonde Ale - Belgian 4.218056
## 611.1 Dubbel 3.736842
## 589 Dubbel 4.067497
## 2774 Strong Ale - American 3.928571
## 1526 Lager - Schwarzbier 3.851852
## 266 Bock - Doppelbock 3.461957
## 2572 Stout - English 3.884615
## 2989 Wheat Beer - Dunkelweizen 3.923567
## 2263 Red Ale - Irish 3.865691
## 3076 Wheat Beer - Kristallweizen 3.812500
## 1906.1 Pilsner - Bohemian / Czech 3.981132
## 3034 Wheat Beer - Hefeweizen 3.629412
## 3125 Wheat Beer - Witbier 3.465686
## 3183 Winter Warmer 3.733645
## 2503 Stout - American Imperial 3.843956
## 858 IPA - Belgian 4.000000
## 1246 Lager - European Strong 3.375000
## 879 IPA - Black / Cascadian Dark Ale 3.920259
## 2338 Scotch Ale / Wee Heavy 3.937702
## 1723 Mild Ale - English Dark 3.611842
## 1005.1 Kölsch 3.802083
## 114 Bitter - English Extra Special / Strong Bitter (ESB) 3.387097
## 996 Kölsch 3.215000
## 1967 Pilsner - Imperial 3.803571
## 155 Bitter - English 3.641791
## 1669 Lambic - Traditional 3.909091
## 1016 Kölsch 3.673077
## 2426.1 Smoked Beer 4.045455
## 1625.1 Lambic - Fruit 3.845000
## 928 IPA - Imperial 4.029799
## 3044.1 Wheat Beer - Hefeweizen 3.888889
## 281 Bock - Doppelbock 3.848684
## 1331 Lager - Kellerbier / Zwickelbier 3.884058
## 2953 Wheat Beer - American Pale 3.691332
## 2505.1 Stout - American Imperial 4.587413
## 2603 Stout - Foreign / Export 3.895349
## 2606.1 Stout - Foreign / Export 4.000000
## 755 Happoshu 3.166667
## 242 Blonde Ale - Belgian 3.462500
## 2592 Stout - Foreign / Export 3.982558
## 1437 Lager - Munich Dunkel 3.644144
## 697 Farmhouse Ale - Saison 4.218750
## 1020 Lager - Adjunct 2.962981
## 1069 Lager - American Amber / Red 3.248663
## 5 Altbier 3.973958
## 330.1 Bock - Maibock 3.739130
## 105 Bitter - English Extra Special / Strong Bitter (ESB) 3.813594
## 2179 Quadrupel (Quad) 4.126728
## 1010 Kölsch 3.689189
## 2574 Stout - English 4.000000
## 1398 Lager - Malt Liquor 3.050000
## 199 Blonde Ale - American 3.458333
## 482 Brown Ale - English 3.993506
## 2537 Stout - American 3.836032
## 2122 Porter - Smoked 4.003906
## 2223 Red Ale - American Amber / Red 3.923507
## 47.2 Barleywine - American 4.133696
## 1767 Old Ale 3.941919
## 1036 Lager - Adjunct 3.586957
## 363 Bock - Traditional 3.833333
## 2935 Wheat Beer - American Dark 3.421053
## 1964 Pilsner - Imperial 4.123209
## 2329 Rye Beer 3.500000
## 233 Blonde Ale - Belgian 3.687500
## 1771 Old Ale 4.118384
## 1887.1 Pale Ale - English 3.540741
## 593 Dubbel 3.787281
## 2575 Stout - English 4.375000
## 2044 Porter - Baltic 3.656250
## 2362 Scotch Ale / Wee Heavy 3.734694
## 181.1 Bière de Champagne / Bière Brut 4.194444
## 1129.1 Lager - European / Dortmunder Export 3.396341
## 1115 Lager - American 3.072727
## 505 Brown Ale - English 3.678261
## 2363.1 Scotch Ale / Wee Heavy 3.708333
## 848 IPA - Belgian 4.098361
## 718.1 Fruit and Field Beer 3.187773
## 587 Dubbel 4.253558
## 695.1 Farmhouse Ale - Saison 4.176960
## 1112 Lager - American 3.680233
## 2886.1 Strong Ale - English 3.194444
## 2086.1 Porter - Imperial 4.000000
## 2385 Scottish Ale 4.021739
## 523 California Common / Steam Beer 3.750000
## 2059 Porter - English 3.735294
## 3062 Wheat Beer - Kristallweizen 3.944030
## 2496 Stout - American Imperial 4.457614
## 2630 Stout - Irish Dry 3.898844
## 232 Blonde Ale - Belgian 3.833333
## 3069 Wheat Beer - Kristallweizen 3.258065
## 2175 Quadrupel (Quad) 4.362201
## 1397 Lager - Malt Liquor 3.047170
## 257 Bock - Doppelbock 3.633431
## 2185.1 Quadrupel (Quad) 4.121771
## 2454.1 Sour - Flanders Oud Bruin 3.944444
## 625 Dubbel 3.583333
## 1652 Lambic - Gueuze 4.142857
## 402 Bock - Weizenbock 4.000000
## 1876 Pale Ale - English 3.875000
## 2794.1 Strong Ale - Belgian Dark 4.272727
## 1206 Lager - European Pale 3.086331
## 833 IPA - American 3.812500
## 63.2 Barleywine - American 3.967290
## 850 IPA - Belgian 4.156000
## 1538.1 Lager - Schwarzbier 3.785714
## 1793 Old Ale 3.583333
## 2211 Red Ale - American Amber / Red 3.813559
## 306 Bock - Maibock 3.548485
## 1405 Lager - Malt Liquor 2.944444
## 1710 Low Alcohol Beer 2.875000
## 1204 Lager - European Pale 3.458580
## 326 Bock - Maibock 3.780000
## 1576 Lager - Vienna 3.916667
## 484 Brown Ale - English 3.726300
## 1779 Old Ale 3.630872
## 372 Bock - Traditional 3.863636
## 172 Bitter - English 3.898305
## 313 Bock - Maibock 3.739362
## 2755 Strong Ale - American 3.917969
## 2955 Wheat Beer - American Pale 3.692381
## 942 IPA - Imperial 4.153409
## 2492 Stout - American Imperial 4.396761
## 1440 Lager - Munich Dunkel 3.766234
## 2234.1 Red Ale - American Amber / Red 3.771429
## 653.1 Farmhouse Ale - Bière de Garde 4.147059
## 149 Bitter - English 3.333333
## 906 IPA - English 3.966825
## 2694.1 Stout - Russian Imperial 4.293829
## 1464.1 Lager - Märzen / Oktoberfest 4.250000
## 1436 Lager - Munich Dunkel 3.675532
## 1382 Lager - Light 2.790000
## 566 Cream Ale 3.383420
## 1974 Pilsner - Imperial 3.818182
## 1027.1 Lager - Adjunct 2.934075
## 2109 Porter - Robust 4.043860
## 2850 Strong Ale - Belgian Pale 4.302083
## 1410 Lager - Malt Liquor 2.846154
## 1573 Lager - Vienna 3.786885
## 1796 Old Ale 3.472222
## 245 Blonde Ale - Belgian 3.531250
## 2840 Strong Ale - Belgian Pale 4.261905
## 196 Blonde Ale - American 3.436813
## 2253 Red Ale - Imperial 3.896552
## 2879.1 Strong Ale - English 3.666667
## 2943 Wheat Beer - American Dark 4.000000
## 824 IPA - American 4.157895
## 1607.1 Lambic - Fruit 4.644231
## 2378 Scottish Ale 3.811203
## 28 Altbier 4.216667
## 1859 Pale Ale - English 3.573491
## 1564 Lager - Vienna 3.796053
## 3053 Wheat Beer - Hefeweizen 4.054348
## 173.1 Bitter - English 4.040541
## 2455 Sour - Flanders Oud Bruin 4.029412
## 2692 Stout - Russian Imperial 4.395349
## 1354 Lager - Light 1.936798
## 2841 Strong Ale - Belgian Pale 4.029851
## 944 IPA - Imperial 3.971579
## 1614 Lambic - Fruit 3.936747
## 1493.1 Lager - Rauchbier 4.056620
## 2736 Stout - Sweet / Milk 3.891534
## 895 IPA - English 3.833333
## 109.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.873512
## 1571 Lager - Vienna 3.242647
## 2103 Porter - Robust 4.158333
## 1137.1 Lager - European / Dortmunder Export 3.205882
## 1236.1 Lager - European Strong 3.867089
## 2075 Porter - English 4.000000
## 3194.1 Winter Warmer 3.750000
## 200 Blonde Ale - American 3.575221
## 533 California Common / Steam Beer 4.166667
## 1445 Lager - Munich Dunkel 3.325581
## 2643 Stout - Irish Dry 3.889831
## 1981 Porter - American 4.500000
## 1706.1 Low Alcohol Beer 4.000000
## 2575.1 Stout - English 4.375000
## 1067 Lager - American Amber / Red 3.634454
## 1786 Old Ale 3.912903
## 2354 Scotch Ale / Wee Heavy 3.910646
## 3039 Wheat Beer - Hefeweizen 3.909091
## 1412 Lager - Malt Liquor 2.163265
## 1177.1 Lager - European Dark 3.818182
## 218 Blonde Ale - Belgian 4.015419
## 1351 Lager - Light 1.915909
## 507 Brown Ale - English 3.576613
## 609 Dubbel 3.793750
## 166.1 Bitter - English 3.718750
## 2818 Strong Ale - Belgian Pale 4.026056
## 1444 Lager - Munich Dunkel 3.868056
## 3049 Wheat Beer - Hefeweizen 3.825893
## 1314 Lager - Japanese Rice 3.196429
## 1669.1 Lambic - Traditional 3.909091
## 1319.1 Lager - Japanese Rice 2.423077
## 3005 Wheat Beer - Dunkelweizen 3.638889
## 1710.1 Low Alcohol Beer 2.875000
## 1230 Lager - European Strong 3.371681
## 2266 Red Ale - Irish 3.528391
## 2422.1 Smoked Beer 3.541667
## 1855 Pale Ale - English 3.752799
## 1218.1 Lager - European Pale 2.830275
## 2110.1 Porter - Robust 4.010870
## 419 Brett Beer 4.165924
## 798 Herb and Spice Beer 4.308824
## 433 Brown Ale - American 3.620968
## 1000 Kölsch 4.076923
## 635.1 Farmhouse Ale - Bière de Garde 3.950617
## 1083 Lager - American Amber / Red 3.645631
## 1413 Lager - Malt Liquor 2.820000
## 1210 Lager - European Pale 3.154930
## 1825.1 Pale Ale - Belgian 3.675532
## 809 IPA - American 4.093180
## 2704 Stout - Russian Imperial 4.378238
## 308 Bock - Maibock 3.719008
## 235 Blonde Ale - Belgian 3.388889
## 2935.1 Wheat Beer - American Dark 3.421053
## 2088 Porter - Imperial 4.029557
## 599 Dubbel 4.240947
## 1091 Lager - American Amber / Red 3.545455
## 1530.1 Lager - Schwarzbier 3.906250
## 1507 Lager - Rauchbier 4.071429
## 1204.1 Lager - European Pale 3.458580
## 2786.1 Strong Ale - Belgian Dark 3.960815
## 1779.1 Old Ale 3.630872
## 1335 Lager - Kellerbier / Zwickelbier 3.495283
## 1833 Pale Ale - Belgian 3.738095
## 2808 Strong Ale - Belgian Dark 4.042553
## 104 Bitter - English Extra Special / Strong Bitter (ESB) 4.001216
## 623.1 Dubbel 3.608527
## 1899.1 Pilsner - Bohemian / Czech 3.785714
## 2507 Stout - American Imperial 4.243842
## 1737 Mild Ale - English Dark 3.818182
## 741 Gruit / Ancient Herbed Ale 4.041667
## 2353 Scotch Ale / Wee Heavy 3.964912
## 1908 Pilsner - Bohemian / Czech 3.740000
## 1264 Lager - European Strong 3.166667
## 1816.1 Pale Ale - American 3.587922
## 1403 Lager - Malt Liquor 2.838235
## 1909.1 Pilsner - Bohemian / Czech 3.308824
## 2195 Quadrupel (Quad) 4.212766
## 1775 Old Ale 3.729798
## 2533 Stout - American 3.688732
## 9 Altbier 4.043478
## 1301 Lager - Helles 2.980000
## 1812 Pale Ale - American 3.819512
## 712 Fruit and Field Beer 3.413669
## 3122.1 Wheat Beer - Witbier 3.524085
## 1165 Lager - European Dark 3.658537
## 3039.1 Wheat Beer - Hefeweizen 3.909091
## 44 Barleywine - American 4.123272
## 422 Brown Ale - American 4.048284
## 2881 Strong Ale - English 3.931034
## 236.1 Blonde Ale - Belgian 3.710526
## 143 Bitter - English 3.852941
## 499 Brown Ale - English 3.500000
## 173.2 Bitter - English 4.040541
## 1986 Porter - American 4.047214
## 1091.1 Lager - American Amber / Red 3.545455
## 2293 Red Ale - Irish 3.677778
## 843 IPA - Belgian 3.500000
## 235.1 Blonde Ale - Belgian 3.388889
## 2496.1 Stout - American Imperial 4.457614
## 3175 Winter Warmer 3.738994
## 759.2 Happoshu 1.571429
## 2921 Tripel 3.810680
## 381.1 Bock - Weizenbock 3.876190
## 1162 Lager - European Dark 3.476744
## 601.1 Dubbel 4.000000
## 853 IPA - Belgian 3.827586
## 852 IPA - Belgian 4.000000
## 1238 Lager - European Strong 2.583333
## 1111.1 Lager - American 3.065789
## 868 IPA - Black / Cascadian Dark Ale 4.124016
## 24 Altbier 3.735294
## 3184 Winter Warmer 3.875000
## 1797 Pale Ale - American 3.000000
## 2711 Stout - Russian Imperial 3.719649
## 2915 Tripel 3.500000
## 793 Herb and Spice Beer 3.625000
## 2981 Wheat Beer - Dunkelweizen 3.942436
## 573 Cream Ale 3.011029
## 1174 Lager - European Dark 3.710526
## 466.1 Brown Ale - Belgian Dark 3.694444
## 2349 Scotch Ale / Wee Heavy 4.146667
## 328 Bock - Maibock 3.458333
## 1263 Lager - European Strong 3.136364
## 2079.1 Porter - English 4.000000
## 2371 Scottish Ale 3.797647
## 1002.1 Kölsch 3.796610
## 2159.1 Pumpkin Beer 3.710938
## 384 Bock - Weizenbock 4.250000
## 437 Brown Ale - American 3.966667
## 918 IPA - English 3.657895
## 555 Chile Beer 3.750000
## 239.1 Blonde Ale - Belgian 3.875000
## 838 IPA - American 3.921275
## 1505.1 Lager - Rauchbier 3.892857
## 1042 Lager - Adjunct 2.750000
## 2047 Porter - English 4.099248
## 853.1 IPA - Belgian 3.827586
## 932 IPA - Imperial 4.147838
## 1785 Old Ale 3.910714
## 617 Dubbel 4.027273
## 1682 Lambic - Traditional 3.250000
## 2204 Quadrupel (Quad) 4.015625
## 268.1 Bock - Doppelbock 3.833333
## 65 Barleywine - American 4.000000
## 2159.2 Pumpkin Beer 3.710938
## 2233 Red Ale - American Amber / Red 4.093023
## 151 Bitter - English 3.878788
## 2035 Porter - Baltic 3.500000
## 69.1 Barleywine - American 3.948052
## 3159 Winter Warmer 3.934971
## 1042.1 Lager - Adjunct 2.750000
## 994 Kölsch 3.702586
## 1780.1 Old Ale 4.035714
## 2429 Smoked Beer 3.583333
## 1948 Pilsner - German 3.669767
## 2742.2 Stout - Sweet / Milk 3.961538
## 2883.1 Strong Ale - English 3.714286
## 769 Happoshu 2.875000
## 2423.1 Smoked Beer 3.236111
## 1535 Lager - Schwarzbier 4.086957
## 1366.2 Lager - Light 2.384615
## 236.2 Blonde Ale - Belgian 3.710526
## 2531.1 Stout - American 3.989837
## 1913 Pilsner - Bohemian / Czech 3.583333
## 2423.2 Smoked Beer 3.236111
## 3086 Wheat Beer - Wheatwine 3.970395
## 3175.1 Winter Warmer 3.738994
## 340 Bock - Traditional 3.229759
## 98 Barleywine - English 3.440476
## 3124 Wheat Beer - Witbier 3.291262
## 2957 Wheat Beer - American Pale 3.464211
## 2877 Strong Ale - English 3.744898
## 1190 Lager - European Pale 3.304450
## 2621 Stout - Irish Dry 4.106481
## 1493.2 Lager - Rauchbier 4.056620
## 3045 Wheat Beer - Hefeweizen 3.943750
## 2405 Smoked Beer 3.975962
## 683 Farmhouse Ale - Saison 4.074586
## 2063 Porter - English 3.807692
## 2761 Strong Ale - American 3.800699
## 2903.1 Tripel 4.073469
## 1263.1 Lager - European Strong 3.136364
## 952.1 IPA - Imperial 4.067901
## 2541 Stout - American 4.209677
## 641 Farmhouse Ale - Bière de Garde 4.026882
## 729 Fruit and Field Beer 3.484127
## 1179 Lager - European Dark 3.727273
## 2809 Strong Ale - Belgian Dark 3.893701
## 166.2 Bitter - English 3.718750
## 2843 Strong Ale - Belgian Pale 3.970339
## 2854 Strong Ale - Belgian Pale 3.981818
## 169 Bitter - English 3.866667
## 60 Barleywine - American 4.161458
## 1731 Mild Ale - English Dark 3.615385
## 2336 Scotch Ale / Wee Heavy 3.965686
## 436.1 Brown Ale - American 3.782958
## 3051 Wheat Beer - Hefeweizen 3.701852
## 2773 Strong Ale - American 3.846154
## 3100.1 Wheat Beer - Witbier 4.029049
## 290 Bock - Eisbock 3.941365
## 1210.1 Lager - European Pale 3.154930
## 3101 Wheat Beer - Witbier 3.866707
## 2814 Strong Ale - Belgian Dark 3.920833
## 2054 Porter - English 3.839385
## 383 Bock - Weizenbock 4.081250
## 2837 Strong Ale - Belgian Pale 4.166038
## 1622 Lambic - Fruit 3.820144
## 930 IPA - Imperial 4.071104
## 2473 Sour - Flanders Red Ale 3.855634
## 2629 Stout - Irish Dry 4.206897
## 1787 Old Ale 3.781481
## 1036.1 Lager - Adjunct 3.586957
## 54.1 Barleywine - American 4.101719
## 2092.1 Porter - Imperial 3.892157
## 537 Chile Beer 3.732436
## 1134 Lager - European / Dortmunder Export 3.725000
## 2238 Red Ale - American Amber / Red 3.500000
## 1057 Lager - Adjunct 2.812883
## 3113.1 Wheat Beer - Witbier 3.699477
## 1024 Lager - Adjunct 2.912162
## 3033 Wheat Beer - Hefeweizen 3.441667
## 2142.1 Porter - Smoked 4.400000
## 248 Blonde Ale - Belgian 3.352941
## 809.1 IPA - American 4.093180
## 1311 Lager - Japanese Rice 2.523810
## 3065 Wheat Beer - Kristallweizen 3.653846
## 1540 Lager - Schwarzbier 3.500000
## 203.1 Blonde Ale - American 3.775510
## 151.1 Bitter - English 3.878788
## 2583 Stout - Foreign / Export 3.940000
## 2744 Strong Ale - American 3.970039
## 2558 Stout - English 3.953608
## 2359 Scotch Ale / Wee Heavy 3.743243
## 2068 Porter - English 4.014388
## 381.2 Bock - Weizenbock 3.876190
## 2111.1 Porter - Robust 3.750000
## 2019 Porter - Baltic 3.906193
## 1695.1 Low Alcohol Beer 3.105263
## 786 Herb and Spice Beer 3.479839
## 2147 Pumpkin Beer 2.834538
## 610.1 Dubbel 3.880000
## 446.1 Brown Ale - American 4.062500
## 439 Brown Ale - American 4.083333
## 1552 Lager - Vienna 3.439252
## 289 Bock - Doppelbock 3.954545
## 803 IPA - American 4.170527
## 2527 Stout - American 3.849597
## 178 Bière de Champagne / Bière Brut 4.311419
## 14 Altbier 3.541667
## 5.1 Altbier 3.973958
## 2931.2 Wheat Beer - American Dark 3.833333
## 286 Bock - Doppelbock 4.041667
## 1263.2 Lager - European Strong 3.136364
## 3009 Wheat Beer - Dunkelweizen 3.615385
## 1366.3 Lager - Light 2.384615
## 3179 Winter Warmer 3.760000
## 582 Cream Ale 3.666667
## 1028 Lager - Adjunct 2.732990
## 1240 Lager - European Strong 2.870968
## 1721.1 Mild Ale - English Dark 3.689024
## 1368 Lager - Light 2.379147
## 888.1 IPA - English 3.691937
## 1530.2 Lager - Schwarzbier 3.906250
## 1334 Lager - Kellerbier / Zwickelbier 3.833333
## 1943.1 Pilsner - German 3.958333
## 3159.1 Winter Warmer 3.934971
## 927.1 IPA - Imperial 3.983032
## 1618 Lambic - Fruit 3.662500
## 3020.1 Wheat Beer - Hefeweizen 3.704978
## 3163 Winter Warmer 3.880388
## 2560 Stout - English 3.718750
## 1729 Mild Ale - English Dark 3.222222
## 774 Happoshu 3.000000
## 1861.1 Pale Ale - English 3.900826
## 2575.2 Stout - English 4.375000
## 2488 Sour - Gose 3.855263
## 1849 Pale Ale - Belgian 3.862500
## 1680 Lambic - Traditional 3.666667
## 296 Bock - Eisbock 3.770833
## 1507.1 Lager - Rauchbier 4.071429
## 1939 Pilsner - German 3.946377
## 1419 Lager - Munich Dunkel 3.861991
## 957 IPA - Imperial 3.900000
## 900 IPA - English 4.097756
## 512 Brown Ale - English 3.686957
## 525 California Common / Steam Beer 3.452381
## 1615 Lambic - Fruit 4.213235
## 2936 Wheat Beer - American Dark 4.000000
## 712.1 Fruit and Field Beer 3.413669
## 2287 Red Ale - Irish 3.142857
## 2939 Wheat Beer - American Dark 3.200000
## 3141 Wild Ale 4.053299
## 250 Bock - Doppelbock 3.878363
## 305 Bock - Maibock 3.598592
## 2243.1 Red Ale - Imperial 4.097061
## 1034.1 Lager - Adjunct 3.451923
## 1355 Lager - Light 2.568817
## 2565 Stout - English 4.200000
## 2061 Porter - English 4.186047
## 935.1 IPA - Imperial 4.251857
## 2401 Scottish Ale 3.875000
## 2944.1 Wheat Beer - American Dark 3.750000
## 558.2 Chile Beer 3.562500
## 2638 Stout - Irish Dry 3.785714
## 1604 Lambic - Fruit 4.218391
## 1826.1 Pale Ale - Belgian 3.618329
## 1193 Lager - European Pale 2.993622
## 2202 Quadrupel (Quad) 4.192982
## 1448 Lager - Munich Dunkel 4.500000
## 2103.1 Porter - Robust 4.158333
## 2284 Red Ale - Irish 3.923077
## 96.1 Barleywine - English 3.821429
## 540 Chile Beer 3.325581
## 2406 Smoked Beer 4.085821
## 55 Barleywine - American 3.785714
## 1709 Low Alcohol Beer 3.055556
## 1665.1 Lambic - Traditional 3.923913
## 397 Bock - Weizenbock 3.333333
## 1720 Mild Ale - English Dark 3.861111
## 1042.2 Lager - Adjunct 2.750000
## 293.1 Bock - Eisbock 4.111111
## 2920 Tripel 4.072052
## 1337 Lager - Kellerbier / Zwickelbier 4.106061
## 288 Bock - Doppelbock 4.224138
## 3082 Wheat Beer - Kristallweizen 3.750000
## 1113 Lager - American 3.051724
## 1788 Old Ale 4.000000
## 101.1 Barleywine - English 4.083333
## 844 IPA - Belgian 4.309735
## 622.2 Dubbel 4.000000
## 641.1 Farmhouse Ale - Bière de Garde 4.026882
## 1791 Old Ale 4.093750
## 1710.2 Low Alcohol Beer 2.875000
## 446.2 Brown Ale - American 4.062500
## 1914.1 Pilsner - Bohemian / Czech 3.500000
## 1990 Porter - American 4.243411
## 345 Bock - Traditional 3.900000
## 2162 Pumpkin Beer 3.809140
## 1204.2 Lager - European Pale 3.458580
## 1161 Lager - European Dark 3.315789
## 2640 Stout - Irish Dry 4.296296
## 649 Farmhouse Ale - Bière de Garde 4.166667
## 3135 Wild Ale 4.291548
## 2223.1 Red Ale - American Amber / Red 3.923507
## 1033.1 Lager - Adjunct 2.136364
## 2102 Porter - Imperial 4.333333
## 2583.1 Stout - Foreign / Export 3.940000
## 859 IPA - Belgian 3.875000
## 3074 Wheat Beer - Kristallweizen 3.423077
## 595.1 Dubbel 4.163669
## 1813 Pale Ale - American 3.748596
## 1990.1 Porter - American 4.243411
## 1473 Lager - Märzen / Oktoberfest 3.956522
## 630 Farmhouse Ale - Bière de Garde 3.900000
## 442 Brown Ale - American 3.691824
## 2618 Stout - Irish Dry 4.108518
## 88 Barleywine - English 3.808252
## 278 Bock - Doppelbock 3.764045
## 1028.1 Lager - Adjunct 2.732990
## 1864.1 Pale Ale - English 3.803398
## 1371 Lager - Light 2.604938
## 1702 Low Alcohol Beer 3.400000
## 657.1 Farmhouse Ale - Bière de Garde 3.588889
## 1056 Lager - Adjunct 2.807692
## 2810 Strong Ale - Belgian Dark 4.018072
## 1208 Lager - European Pale 3.453125
## 3144.2 Wild Ale 4.164740
## 1814 Pale Ale - American 3.954955
## 2663 Stout - Oatmeal 3.934713
## 2034.1 Porter - Baltic 3.967391
## 1467 Lager - Märzen / Oktoberfest 3.833333
## 1595 Lambic - Fruit 4.157303
## 956 IPA - Imperial 4.179179
## 592.1 Dubbel 4.415842
## 2589 Stout - Foreign / Export 3.730769
## 1789.1 Old Ale 3.798611
## 814 IPA - American 4.040865
## 2829.1 Strong Ale - Belgian Pale 3.851667
## 46.1 Barleywine - American 4.082633
## 2799 Strong Ale - Belgian Dark 4.003289
## 764 Happoshu 3.333333
## 1304 Lager - India Pale Lager (IPL) 3.980769
## 1459 Lager - Märzen / Oktoberfest 3.529197
## 1680.1 Lambic - Traditional 3.666667
## 651 Farmhouse Ale - Bière de Garde 3.877049
## 1134.1 Lager - European / Dortmunder Export 3.725000
## 1308 Lager - Japanese Rice 2.874408
## 1553 Lager - Vienna 3.157303
## 1062 Lager - American Amber / Red 3.891916
## 1956 Pilsner - German 3.305556
## 1992 Porter - American 3.540000
## 2072.1 Porter - English 3.804054
## 60.1 Barleywine - American 4.161458
## 987 Kölsch 3.691901
## 827 IPA - American 4.053191
## 3038 Wheat Beer - Hefeweizen 4.132296
## 2463 Sour - Flanders Red Ale 4.155833
## 74 Barleywine - American 4.012552
## 1245.1 Lager - European Strong 2.987500
## 321.1 Bock - Maibock 3.604651
## 60.2 Barleywine - American 4.161458
## 1829.1 Pale Ale - Belgian 3.874088
## 918.1 IPA - English 3.657895
## 2081 Porter - English 4.053571
## 671 Farmhouse Ale - Saison 4.377483
## 48 Barleywine - American 4.024182
## 2035.1 Porter - Baltic 3.500000
## 824.1 IPA - American 4.157895
## 1374 Lager - Light 2.262821
## 597 Dubbel 3.964126
## 1452 Lager - Munich Dunkel 3.473684
## 1427 Lager - Munich Dunkel 3.671875
## 834 IPA - American 3.977692
## 379.1 Bock - Weizenbock 4.250000
## 1613 Lambic - Fruit 4.060606
## 651.1 Farmhouse Ale - Bière de Garde 3.877049
## 1574 Lager - Vienna 3.500000
## 3032 Wheat Beer - Hefeweizen 3.306763
## 2880 Strong Ale - English 4.000000
## 345.1 Bock - Traditional 3.900000
## 1976 Pilsner - Imperial 3.944444
## 1654 Lambic - Gueuze 4.250000
## 1015 Kölsch 3.287234
## 3169 Winter Warmer 3.948087
## 724 Fruit and Field Beer 3.159292
## 2307 Rye Beer - Roggenbier 4.090909
## 1971 Pilsner - Imperial 4.044643
## 229.1 Blonde Ale - Belgian 3.835443
## 2034.2 Porter - Baltic 3.967391
## 1585.1 Lambic - Faro 3.548611
## 1392 Lager - Malt Liquor 2.545455
## 844.1 IPA - Belgian 4.309735
## 943 IPA - Imperial 4.216578
## 2426.2 Smoked Beer 4.045455
## 3005.1 Wheat Beer - Dunkelweizen 3.638889
## 1481 Lager - Märzen / Oktoberfest 3.711982
## 1208.1 Lager - European Pale 3.453125
## 2945 Wheat Beer - American Dark 3.666667
## 381.3 Bock - Weizenbock 3.876190
## 823 IPA - American 4.114961
## 957.1 IPA - Imperial 3.900000
## 950 IPA - Imperial 4.145706
## 1073 Lager - American Amber / Red 3.479021
## 3044.2 Wheat Beer - Hefeweizen 3.888889
## 160 Bitter - English 3.710145
## 2231 Red Ale - American Amber / Red 4.209091
## 1913.1 Pilsner - Bohemian / Czech 3.583333
## 372.1 Bock - Traditional 3.863636
## 797 Herb and Spice Beer 3.500000
## 1811 Pale Ale - American 3.744491
## 2220 Red Ale - American Amber / Red 3.403061
## 1298 Lager - Helles 4.000000
## 741.1 Gruit / Ancient Herbed Ale 4.041667
## 114.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.387097
## 2397 Scottish Ale 3.941176
## 373 Bock - Weizenbock 4.178515
## 297 Bock - Eisbock 4.000000
## 1800 Pale Ale - American 4.118550
## 2755.1 Strong Ale - American 3.917969
## 1693 Low Alcohol Beer 2.705882
## 2244.1 Red Ale - Imperial 4.121123
## 1253 Lager - European Strong 3.500000
## 1536 Lager - Schwarzbier 3.940299
## 2006 Porter - American 4.166667
## 2772 Strong Ale - American 3.666667
## 2119 Porter - Smoked 4.153987
## 1667 Lambic - Traditional 3.833333
## 399 Bock - Weizenbock 3.256757
## 489 Brown Ale - English 3.765351
## 896.1 IPA - English 3.716578
## 470.1 Brown Ale - Belgian Dark 3.800000
## 1235 Lager - European Strong 2.858974
## 800.2 Herb and Spice Beer 3.663636
## 1346 Lager - Light 2.401961
## 207 Blonde Ale - American 3.125000
## 1976.1 Pilsner - Imperial 3.944444
## 3120 Wheat Beer - Witbier 3.966667
## 2985 Wheat Beer - Dunkelweizen 3.989316
## 2770 Strong Ale - American 3.833333
## 2362.1 Scotch Ale / Wee Heavy 3.734694
## 2412 Smoked Beer 4.100000
## 1889 Pale Ale - English 3.710227
## 1787.1 Old Ale 3.781481
## 1037 Lager - Adjunct 2.324903
## 769.1 Happoshu 2.875000
## 2580.1 Stout - English 4.235294
## 2535.1 Stout - American 4.047170
## 334.1 Bock - Maibock 3.666667
## 1238.1 Lager - European Strong 2.583333
## 3122.2 Wheat Beer - Witbier 3.524085
## 766 Happoshu 3.000000
## 2928 Tripel 4.392857
## 2850.1 Strong Ale - Belgian Pale 4.302083
## 1636 Lambic - Gueuze 4.223958
## 553 Chile Beer 3.012821
## 2095 Porter - Imperial 4.353659
## 2282 Red Ale - Irish 3.947917
## 2186 Quadrupel (Quad) 3.831744
## 1198 Lager - European Pale 3.135870
## 1954 Pilsner - German 3.551948
## 1844 Pale Ale - Belgian 3.725000
## 342 Bock - Traditional 3.179245
## 1087 Lager - American Amber / Red 3.586207
## 3195 Winter Warmer 3.711538
## 1738 Mild Ale - English Dark 3.931034
## 3168 Winter Warmer 3.725610
## 2912.1 Tripel 4.016234
## 642 Farmhouse Ale - Bière de Garde 3.595238
## 2178.1 Quadrupel (Quad) 4.454009
## 861 IPA - Belgian 3.875000
## 2118 Porter - Robust 4.083333
## 3168.1 Winter Warmer 3.725610
## 1122 Lager - European / Dortmunder Export 3.556452
## 841 IPA - Belgian 4.364039
## 2834 Strong Ale - Belgian Pale 3.797535
## 604 Dubbel 3.891534
## 2816 Strong Ale - Belgian Dark 4.082500
## 2984 Wheat Beer - Dunkelweizen 3.996212
## 511 Brown Ale - English 4.115385
## 1624 Lambic - Fruit 3.778689
## 2786.2 Strong Ale - Belgian Dark 3.960815
## 1995 Porter - American 3.444915
## 485.2 Brown Ale - English 3.502577
## 327 Bock - Maibock 3.868750
## 1995.1 Porter - American 3.444915
## 328.1 Bock - Maibock 3.458333
## 2030 Porter - Baltic 4.000000
## 3101.1 Wheat Beer - Witbier 3.866707
## 1608.1 Lambic - Fruit 3.682796
## 107.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.817021
## 73 Barleywine - American 4.026087
## 612 Dubbel 3.945455
## 160.1 Bitter - English 3.710145
## 2230 Red Ale - American Amber / Red 4.026515
## 1579 Lager - Vienna 3.687500
## 2033.1 Porter - Baltic 3.541667
## 2114 Porter - Robust 4.000000
## 2517 Stout - American Imperial 4.251745
## 142.1 Bitter - English 3.551724
## 1968 Pilsner - Imperial 3.782609
## 245.1 Blonde Ale - Belgian 3.531250
## 3109 Wheat Beer - Witbier 3.786976
## 1077.1 Lager - American Amber / Red 3.418269
## 1931 Pilsner - German 2.923077
## 1476 Lager - Märzen / Oktoberfest 3.727459
## 2341 Scotch Ale / Wee Heavy 3.833333
## 1328 Lager - Japanese Rice 3.000000
## 275 Bock - Doppelbock 4.032787
## 198 Blonde Ale - American 3.376923
## 2845.1 Strong Ale - Belgian Pale 3.649425
## 447 Brown Ale - American 3.994208
## 1703 Low Alcohol Beer 3.500000
## 3020.2 Wheat Beer - Hefeweizen 3.704978
## 2843.1 Strong Ale - Belgian Pale 3.970339
## 1622.1 Lambic - Fruit 3.820144
## 1121.2 Lager - European / Dortmunder Export 3.188811
## 1955 Pilsner - German 3.894737
## 3079 Wheat Beer - Kristallweizen 3.285714
## 675.1 Farmhouse Ale - Saison 3.881625
## 2469 Sour - Flanders Red Ale 4.000000
## 1665.2 Lambic - Traditional 3.923913
## 152 Bitter - English 3.825000
## 1730 Mild Ale - English Dark 4.000000
## 1362.1 Lager - Light 2.240566
## 1842 Pale Ale - Belgian 4.150000
## 3179.1 Winter Warmer 3.760000
## 1268.1 Lager - Helles 3.607011
## 2959.2 Wheat Beer - American Pale 3.620408
## 1922 Pilsner - Bohemian / Czech 3.705882
## 2647 Stout - Irish Dry 4.068966
## 1353 Lager - Light 2.000000
## 861.1 IPA - Belgian 3.875000
## 3013 Wheat Beer - Dunkelweizen 3.818182
## 1787.2 Old Ale 3.781481
## 827.1 IPA - American 4.053191
## 3192 Winter Warmer 3.727273
## 1448.1 Lager - Munich Dunkel 4.500000
## 2684 Stout - Oatmeal 3.964286
## 2503.1 Stout - American Imperial 3.843956
## 69.2 Barleywine - American 3.948052
## 523.1 California Common / Steam Beer 3.750000
## 1810 Pale Ale - American 3.685221
## 2098 Porter - Imperial 3.777778
## 1346.1 Lager - Light 2.401961
## 2321.1 Rye Beer 3.761667
## 2312 Rye Beer - Roggenbier 3.000000
## 442.1 Brown Ale - American 3.691824
## 2672 Stout - Oatmeal 3.955789
## 1810.1 Pale Ale - American 3.685221
## 3188 Winter Warmer 4.171123
## 1021.1 Lager - Adjunct 2.992729
## 3086.1 Wheat Beer - Wheatwine 3.970395
## 2538 Stout - American 3.758964
## 2206 Quadrupel (Quad) 3.770833
## 1412.1 Lager - Malt Liquor 2.163265
## 1096 Lager - American 3.341542
## 3038.1 Wheat Beer - Hefeweizen 4.132296
## 514 Brown Ale - English 3.668224
## 1260 Lager - European Strong 3.160714
## 1513 Lager - Rauchbier 3.750000
## 2339.1 Scotch Ale / Wee Heavy 3.998139
## 935.2 IPA - Imperial 4.251857
## 2218 Red Ale - American Amber / Red 3.821510
## 931 IPA - Imperial 4.174785
## 684 Farmhouse Ale - Saison 4.020833
## 723 Fruit and Field Beer 3.748276
## 227 Blonde Ale - Belgian 3.941489
## 3018.1 Wheat Beer - Hefeweizen 4.121053
## 819.1 IPA - American 4.049020
## 2129 Porter - Smoked 3.968750
## 809.2 IPA - American 4.093180
## 2679.1 Stout - Oatmeal 4.125000
## 629 Farmhouse Ale - Bière de Garde 3.888235
## 2716 Stout - Russian Imperial 4.253676
## 625.1 Dubbel 3.583333
## 2887.1 Strong Ale - English 3.654762
## 2902.1 Tripel 4.116883
## 2144 Porter - Smoked 3.772727
## 55.1 Barleywine - American 3.785714
## 3028 Wheat Beer - Hefeweizen 3.914557
## 1556 Lager - Vienna 3.693038
## 2328 Rye Beer 4.267857
## 534 California Common / Steam Beer 3.833333
## 2235 Red Ale - American Amber / Red 3.953846
## 2432 Smoked Beer 3.967742
## 67 Barleywine - American 4.153670
## 2121 Porter - Smoked 3.805970
## 2648 Stout - Irish Dry 4.500000
## 292 Bock - Eisbock 3.776316
## 283 Bock - Doppelbock 3.896226
## 2531.2 Stout - American 3.989837
## 2203.1 Quadrupel (Quad) 4.111111
## 2789.1 Strong Ale - Belgian Dark 4.161400
## 2867 Strong Ale - English 4.033597
## 1255 Lager - European Strong 3.291667
## 2365 Scotch Ale / Wee Heavy 3.818182
## 1996 Porter - American 3.940239
## 1485 Lager - Märzen / Oktoberfest 4.060440
## 1347 Lager - Light 1.827916
## 1013 Kölsch 4.000000
## 1289 Lager - Helles 3.888000
## 904.1 IPA - English 3.660088
## 2443 Sour - Flanders Oud Bruin 4.065246
## 137 Bitter - English 3.768966
## 2135.1 Porter - Smoked 3.600000
## 1086 Lager - American Amber / Red 3.536585
## 1687 Low Alcohol Beer 2.067568
## 2220.1 Red Ale - American Amber / Red 3.403061
## 245.2 Blonde Ale - Belgian 3.531250
## 2423.3 Smoked Beer 3.236111
## 578.1 Cream Ale 3.583333
## 1859.1 Pale Ale - English 3.573491
## 573.1 Cream Ale 3.011029
## 456 Brown Ale - Belgian Dark 3.968085
## 3058 Wheat Beer - Kristallweizen 4.066451
## 117 Bitter - English Extra Special / Strong Bitter (ESB) 3.805147
## 1156.1 Lager - European Dark 3.470588
## 1841 Pale Ale - Belgian 3.481928
## 192.1 Blonde Ale - American 3.454545
## 1292 Lager - Helles 3.791667
## 2671.1 Stout - Oatmeal 4.402778
## 195 Blonde Ale - American 3.852601
## 328.2 Bock - Maibock 3.458333
## 1847 Pale Ale - Belgian 3.892500
## 1694 Low Alcohol Beer 3.738095
## 55.2 Barleywine - American 3.785714
## 38.1 Altbier 4.062500
## 562 Cream Ale 3.670833
## 274 Bock - Doppelbock 3.803419
## 967 Kvass 3.875000
## 2138.1 Porter - Smoked 4.133333
## 905 IPA - English 4.625000
## 594 Dubbel 3.937936
## 892 IPA - English 3.903308
## 1156.2 Lager - European Dark 3.470588
## 2516 Stout - American Imperial 4.266393
## 1635.1 Lambic - Gueuze 4.126506
## 1650 Lambic - Gueuze 3.747126
## 412 Braggot 3.807692
## 942.1 IPA - Imperial 4.153409
## 1158.1 Lager - European Dark 3.342105
## 2487.1 Sour - Gose 3.907407
## 368 Bock - Traditional 3.404762
## 788 Herb and Spice Beer 3.645299
## 2633 Stout - Irish Dry 4.002732
## 2531.3 Stout - American 3.989837
## 2003 Porter - American 3.828571
## 2326 Rye Beer 3.959677
## 2793 Strong Ale - Belgian Dark 4.021205
## review_taste review_palate review_overall
## 216 3.653226 3.620968 3.991935
## 1695 2.789474 2.921053 2.736842
## 1377 3.143836 3.095890 3.520548
## 1471 3.547059 3.507843 3.694118
## 2948 3.355966 3.416941 3.556361
## 1283 2.818182 2.954545 2.915584
## 1269 3.950000 3.960000 4.093333
## 479 3.832051 3.624359 3.961538
## 1593 4.453069 4.317690 4.346570
## 1701 2.312500 2.375000 2.500000
## 47 4.235870 4.141304 4.083696
## 3100 4.128521 3.992958 4.231954
## 1471.1 3.547059 3.507843 3.694118
## 2308 4.000000 3.750000 3.916667
## 2571 4.214286 4.285714 4.119048
## 2655 3.283019 3.028302 3.349057
## 1488 3.386364 3.495455 3.459091
## 1770 4.416667 4.059524 4.195238
## 623 3.670543 3.589147 3.689922
## 62 3.910891 3.861386 3.816832
## 935 4.457461 4.321404 4.329169
## 1698 2.700000 2.600000 3.300000
## 829 4.053625 3.925227 4.154079
## 2765 3.805556 3.796296 3.870370
## 2149 3.652228 3.617574 3.670792
## 1001 3.866379 3.905172 4.081897
## 1158 2.978469 3.038278 3.224880
## 1121 2.975524 3.062937 3.195804
## 1728 2.847826 2.869565 3.043478
## 474 3.863636 3.863636 3.863636
## 2001 3.924242 3.881119 3.918415
## 166 3.447917 3.458333 3.593750
## 1027 2.614726 2.726027 2.880993
## 214 3.791667 3.895833 4.083333
## 282 3.500000 3.500000 3.500000
## 907 3.410326 3.461957 3.472826
## 2138 4.166667 3.933333 3.900000
## 800 3.554545 3.627273 3.527273
## 854 3.880952 3.869048 3.869048
## 3193 3.750000 3.875000 4.000000
## 2535 4.290881 4.083333 4.227987
## 2508 4.232970 4.169619 4.051090
## 2682 3.308333 3.377778 3.322222
## 973 2.500000 3.250000 2.750000
## 1039 2.487179 2.543590 2.866667
## 920 3.944444 3.833333 4.000000
## 1053 3.087629 3.092784 3.577320
## 466 3.361111 3.416667 3.333333
## 580 3.155172 3.250000 3.250000
## 1358 2.355392 2.367647 2.708333
## 1220 2.705556 2.888889 2.955556
## 1952 3.576220 3.631098 3.826220
## 3102 3.030769 3.041880 3.250427
## 2627 3.579646 3.449115 3.628319
## 2694 4.220883 4.165304 4.032284
## 1342 3.583333 3.583333 3.666667
## 469 4.000000 3.900000 4.000000
## 1744 3.818182 3.780303 3.946970
## 2363 3.453704 3.462963 3.384259
## 1711 2.357143 2.464286 2.178571
## 398 3.685714 3.728571 3.609524
## 817 4.180267 4.014837 4.207715
## 1499 3.953488 3.843023 3.970930
## 1269.1 3.950000 3.960000 4.093333
## 1637 4.215054 4.091398 4.204301
## 1189 2.993450 3.054585 3.262009
## 89 4.500000 4.230000 4.450000
## 2178 4.718553 4.633255 4.617925
## 2709 4.082418 4.065934 4.049451
## 1838 4.100000 4.150000 4.000000
## 1156 3.306723 3.186975 3.357143
## 1129 3.439024 3.402439 3.603659
## 1376 2.096591 2.090909 2.289773
## 1315 2.878049 3.036585 3.231707
## 558 3.750000 3.437500 3.062500
## 168 4.166667 4.047619 4.285714
## 1575 3.515385 3.384615 3.646154
## 2593 3.919708 3.810219 3.839416
## 2542 4.000000 4.250000 4.000000
## 346 4.065104 3.924479 4.091146
## 3011 3.175000 3.125000 3.225000
## 634 3.823755 3.800766 3.940613
## 2489 3.504950 3.640264 3.501650
## 1906 3.990566 4.047170 4.160377
## 1345 2.208872 2.260166 2.758318
## 1464 3.750000 3.750000 4.250000
## 2959 3.508163 3.595918 3.761224
## 370 3.760000 3.750000 3.910000
## 601 4.500000 4.000000 4.500000
## 1518 3.890647 3.784173 4.038849
## 31 3.666667 3.833333 4.000000
## 452 3.522727 3.422078 3.516234
## 2992 3.500000 3.500000 3.500000
## 2079 4.000000 3.875000 3.875000
## 1943 4.250000 4.145833 4.458333
## 467 3.156250 3.125000 3.093750
## 2794 4.272727 4.181818 4.272727
## 1780 4.278571 4.021429 4.121429
## 1933 3.723039 3.693627 3.898284
## 2679 4.062500 3.937500 4.125000
## 1594 3.987265 3.877076 3.843854
## 2534 3.881459 3.685410 3.949848
## 1136 3.605263 3.578947 3.815789
## 2205 3.970803 3.748175 3.791971
## 927 4.305430 4.085973 4.260181
## 1120 3.314706 3.373529 3.560294
## 3075 3.375000 3.000000 3.500000
## 491 3.897959 3.811224 3.994898
## 407 3.769231 3.589744 3.512821
## 2033 3.472222 3.427778 3.441667
## 1247 3.107843 3.088235 3.245098
## 695 4.019002 3.980998 4.077197
## 272 3.945783 3.927711 3.891566
## 1655 4.016129 3.967742 4.000000
## 1155 3.372937 3.292079 3.537954
## 1319 2.461538 2.615385 2.846154
## 1678 4.000000 4.000000 4.000000
## 1352 2.500000 2.666667 2.333333
## 2886 3.333333 3.222222 3.083333
## 421 3.977778 3.988889 4.000000
## 424 4.149046 3.963037 4.054054
## 1268 3.676199 3.654982 3.932657
## 1798 4.492366 4.258270 4.512723
## 359 3.602564 3.576923 3.660256
## 2512 4.300000 4.500000 4.300000
## 1911 3.473684 3.631579 3.631579
## 611 3.789474 3.552632 3.710526
## 2254 4.000000 3.941667 3.925000
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## 2400 3.600000 3.400000 3.800000
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## 2422 3.791667 3.486111 3.763889
## 2368 3.870968 3.677419 3.838710
## 2049 3.738752 3.700290 3.770682
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## 2243 4.119323 4.044969 4.091719
## 2105 3.500000 3.500000 3.500000
## 3047 3.414692 3.533175 3.668246
## 1025 2.295717 2.430807 2.662273
## 558.1 3.750000 3.437500 3.062500
## 1420 3.084437 3.109272 3.238411
## 653 4.088235 4.132353 4.110294
## 506 4.078947 3.960526 4.046053
## 357 3.428571 3.333333 3.559524
## 2423 2.583333 2.736111 2.500000
## 1065 3.081288 3.049847 3.316718
## 3020 3.341142 3.439971 3.622255
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## 659 4.012500 4.000000 3.950000
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## 2608 4.250000 4.125000 4.000000
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## 888 3.605171 3.589395 3.829097
## 2101 3.687500 3.696429 3.598214
## 1808 4.053097 4.079646 4.174779
## 535 4.125000 4.125000 4.000000
## 3102.1 3.030769 3.041880 3.250427
## 1870 3.137931 3.166667 3.350575
## 1940 3.823144 3.801310 4.093886
## 1926 2.898194 2.965517 3.149425
## 1277 3.764516 3.770968 3.967742
## 1921 3.750000 3.875000 4.125000
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## 381 3.857143 3.828571 3.804762
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## 335 4.092593 4.037037 4.092593
## 896 3.585561 3.628342 3.772727
## 1104 2.762376 2.846535 3.032178
## 791 3.486726 3.415929 3.473451
## 2608.1 4.250000 4.125000 4.000000
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## 1804 3.945415 3.804949 4.097525
## 614 3.832869 3.828691 3.816156
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## 2290 3.550000 3.450000 3.550000
## 2142 4.225000 4.100000 4.075000
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## 916 3.944444 3.861111 4.138889
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## 738 3.555016 3.478964 3.605178
## 2805 4.145161 4.016129 4.062903
## 1712 2.333333 3.000000 2.500000
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## 2531 3.785569 3.701220 3.798780
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## 1111 2.796053 2.934211 2.940789
## 2203 4.244444 4.150000 4.227778
## 1277.1 3.764516 3.770968 3.967742
## 2570 4.250000 3.750000 3.500000
## 485 3.528351 3.443299 3.693299
## 1884 3.326087 3.389328 3.422925
## 921 3.630952 3.666667 3.666667
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## 1366 2.357143 2.291209 2.697802
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## 2244 4.060561 3.968981 4.021418
## 1616 3.818878 3.494898 3.584184
## 515 3.637931 3.422414 3.689655
## 2604 4.000000 4.100000 4.150000
## 379 4.050000 4.150000 4.116667
## 1721 3.652439 3.451220 3.762195
## 1211 3.074194 3.177419 3.322581
## 1121.1 2.975524 3.062937 3.195804
## 1117 3.076923 3.067308 3.269231
## 1707 2.333333 2.500000 2.333333
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## 2376 3.655172 3.613793 3.762069
## 800.1 3.554545 3.627273 3.527273
## 552 3.500000 3.000000 3.500000
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## 2086 4.250000 4.125000 4.062500
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## 441 3.626923 3.500000 3.811538
## 1296 3.906780 3.898305 4.101695
## 2784 4.078000 3.960000 4.047000
## 568 3.500000 3.500000 3.500000
## 2034 3.760870 3.855072 3.695652
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## 860 3.930000 3.860000 3.870000
## 825 3.703202 3.738300 3.814655
## 1577 3.666667 3.645833 3.770833
## 1712.1 2.333333 3.000000 2.500000
## 470 3.550000 3.500000 3.550000
## 699 3.158085 3.265583 3.168925
## 2471 4.629630 4.351852 4.444444
## 2733 4.642857 4.500000 4.428571
## 2909 3.695035 3.693262 3.641844
## 2180 4.250000 4.333333 4.166667
## 2410 4.138554 3.945783 3.873494
## 2742 4.038462 3.846154 3.980769
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## 2483 4.250000 4.000000 3.750000
## 904 3.664474 3.633772 3.752193
## 1686 2.462963 2.512346 2.555556
## 995 3.987805 4.134146 4.341463
## 1094 3.412698 3.428571 3.555556
## 2940 3.142857 3.357143 3.142857
## 1596 4.170819 4.090747 4.009786
## 2180.1 4.250000 4.333333 4.166667
## 578 3.666667 3.666667 3.666667
## 2082 3.738095 3.619048 3.666667
## 330 3.753623 3.782609 3.818841
## 622 3.728261 3.836957 3.760870
## 1261 2.625000 2.900000 2.750000
## 480 3.905908 3.786652 3.991247
## 2686 4.294872 4.115385 4.269231
## 25 3.615385 3.711538 3.750000
## 2041 3.855072 3.775362 3.971014
## 23 3.625000 3.625000 3.875000
## 869 4.101485 3.939356 4.033416
## 2514 4.396226 4.113208 4.235849
## 2379 3.574074 3.444444 3.666667
## 1461 3.308204 3.436807 3.544346
## 461 3.576923 3.634615 3.711538
## 2457 3.884615 3.846154 3.923077
## 2678.1 4.193548 4.064516 4.161290
## 2480 4.245536 4.080357 4.209821
## 2042 4.340909 4.204545 4.181818
## 1651 3.363636 3.409091 3.527273
## 2969 3.381395 3.355814 3.527907
## 2585 3.892758 3.710306 3.870474
## 3148 4.360000 4.240000 4.320000
## 47.1 4.235870 4.141304 4.083696
## 473 3.666667 3.388889 3.777778
## 265 4.120370 4.021164 4.039683
## 337 4.088235 4.058824 4.205882
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## 2487 3.931217 3.882275 4.005291
## 1808.1 4.053097 4.079646 4.174779
## 819 4.303922 4.058824 4.259804
## 1804.1 3.945415 3.804949 4.097525
## 2852 4.344406 4.239510 4.209790
## 1851 3.586667 3.613333 3.626667
## 1302 4.272727 4.068182 4.340909
## 1270 3.903226 3.923963 4.156682
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## 1380 2.781250 2.770833 3.062500
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## 543 3.871795 3.705128 3.666667
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## 700 4.416901 4.195070 4.218310
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## 2208 3.166667 3.333333 3.333333
## 1629 3.772727 3.325758 3.598485
## 2849 3.833333 3.751852 3.788889
## 2481 3.500000 3.500000 3.500000
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## 2870 3.338843 3.466942 3.297521
## 1068 3.288462 3.307692 3.403846
## 2766 3.852564 3.820513 3.769231
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## 1052 2.865672 2.925373 3.130597
## 966 3.062500 2.812500 3.062500
## 3017 4.040576 3.957461 4.145288
## 321 3.476744 3.406977 3.430233
## 847 3.520833 3.614583 3.916667
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## 1640 4.378906 4.230469 4.406250
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## 789 2.909091 2.909091 2.772727
## 1829 3.806569 3.848540 3.833942
## 946 4.148844 4.078998 4.019750
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## 1666 3.750000 4.000000 3.875000
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## 2845 3.333333 3.304598 3.275862
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## 1909 3.009804 3.102941 3.284314
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## 2250.1 3.795455 3.856061 3.712121
## 2848 4.051471 3.985294 4.007353
## 3072 3.750000 4.000000 4.250000
## 2596 2.750000 2.750000 2.500000
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## 2009 3.888258 3.681818 3.935606
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## 2265 3.304762 3.514286 3.633333
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## 3060 3.868056 3.861111 3.965278
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## 1370 2.588235 2.551471 2.875000
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## 652 3.537879 3.484848 3.575758
## 2377 3.624579 3.602694 3.664983
## 33 3.681818 3.636364 3.909091
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## 701 3.002237 3.097315 3.240492
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## 1318 3.250000 3.500000 3.500000
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## 1108 3.430769 3.507692 3.723077
## 1455 3.518744 3.554827 3.693533
## 1566 3.583333 3.458333 3.541667
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## 2671 3.972222 4.180556 4.083333
## 2868 3.424837 3.480392 3.284314
## 914 3.330986 3.345070 3.352113
## 1679 4.500000 4.500000 4.500000
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## 3057 3.854037 3.819876 4.021739
## 142 3.500000 3.379310 3.586207
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## 239 3.925000 3.825000 3.975000
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## 1077 3.153846 3.182692 3.403846
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## 2403 3.650000 3.900000 4.000000
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## 1402 2.209677 2.548387 2.306452
## 1157 3.418750 3.393750 3.460417
## 1270.1 3.903226 3.923963 4.156682
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## 2501 4.183483 4.125777 3.774015
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## 1739 3.428571 3.357143 3.571429
## 740 3.851240 3.752066 3.652893
## 3078 4.500000 4.000000 4.500000
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## 1599 4.277273 4.081818 4.134091
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## 2874 3.642241 3.625000 3.534483
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## 2789 4.059819 3.925508 4.021445
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## 1699 2.285714 2.071429 1.857143
## 1706 4.000000 3.500000 4.250000
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## 691 3.691176 3.687500 3.775735
## 1508 3.625000 3.500000 3.625000
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## 2426 3.818182 3.909091 3.909091
## 913 3.473077 3.500000 3.611538
## 3148.1 4.360000 4.240000 4.320000
## 2500 4.375000 4.500000 4.375000
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## 602 3.643979 3.587696 3.658377
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## 1477 3.854839 3.879032 4.145161
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## 592 4.553041 4.495050 4.514144
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## 1685 2.338235 2.372549 2.441176
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## 331 4.113636 3.977273 4.221591
## 626 4.142984 3.996448 4.066607
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## 2073 3.930108 3.838710 3.897849
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## 3027 3.782392 3.813953 3.990033
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## 2167 3.621212 3.696970 3.606061
## 2066 3.800000 3.618182 3.827273
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## 1826 3.341067 3.428074 3.529002
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## 3012 3.500000 3.625000 3.708333
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## 830 3.813197 3.793680 3.902416
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## 1290 3.500000 3.500000 3.750000
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## 2657 4.250000 4.500000 4.500000
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## 1753 3.750000 3.250000 3.500000
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## 1439 3.937500 3.718750 4.125000
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## 157 3.858974 3.653846 3.846154
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## 531 3.500000 3.600000 3.700000
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## 2234 3.361905 3.430952 3.478571
## 2613 3.416667 3.222222 3.611111
## 658 4.005165 3.904959 3.875000
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## 2931 3.500000 3.166667 3.333333
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## 1453 3.686741 3.624142 3.825409
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## 680 4.229000 4.234000 4.190000
## 1853 3.879808 3.740385 3.812500
## 107 3.974468 3.803191 4.071277
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## 50 4.500000 4.000000 4.500000
## 2932 3.833333 3.708333 3.916667
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## 1273 3.407754 3.391711 3.616310
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## 3107 3.954106 3.898551 3.814815
## 2433 3.649171 3.622928 3.689227
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## 2786 3.951411 3.927116 3.883229
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## 1534 3.750000 4.000000 3.750000
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## 2580 3.970588 3.705882 3.794118
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## 1341 3.807692 3.884615 3.935897
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## 446 4.437500 4.125000 4.187500
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## 1025.1 2.295717 2.430807 2.662273
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## 523 3.500000 3.750000 3.750000
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## 1206 2.820144 2.902878 3.064748
## 833 4.031250 4.093750 3.968750
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## 850 3.976000 3.966000 3.992000
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## 1793 3.555556 3.444444 3.472222
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## 2955 3.267619 3.423810 3.604762
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## 1440 3.623377 3.623377 3.707792
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## 149 3.833333 3.666667 3.500000
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## 1382 2.780000 2.810000 3.230000
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## 1796 3.583333 3.388889 3.527778
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## 2253 3.775862 3.758621 3.758621
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## 2943 3.500000 3.700000 3.800000
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## 2378 3.699170 3.628631 3.796680
## 28 3.916667 3.983333 3.866667
## 1859 3.572178 3.601050 3.824147
## 1564 3.796053 3.815789 3.967105
## 3053 4.260870 4.086957 4.271739
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## 2455 4.000000 3.823529 3.970588
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## 1354 1.862360 2.018258 2.446629
## 2841 3.791045 3.768657 3.843284
## 944 4.172632 4.094737 4.110526
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## 1493.1 4.162892 4.002613 3.873693
## 2736 3.928571 3.841270 3.882716
## 895 3.166667 2.750000 3.166667
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## 2103 4.292778 4.155000 4.215556
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## 2075 4.000000 3.500000 4.250000
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## 3039 3.444056 3.493007 3.660839
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## 1351 1.964773 2.077273 2.585227
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## 809 4.143788 4.019114 4.114683
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## 1833 3.591270 3.619048 3.773810
## 2808 4.281155 4.170213 4.144377
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## 1737 3.272727 3.227273 3.590909
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## 499 3.750000 3.562500 3.500000
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## 1091.1 3.363636 3.545455 3.590909
## 2293 3.455556 3.544444 3.677778
## 843 3.555556 3.666667 3.666667
## 235.1 3.388889 3.444444 3.555556
## 2496.1 4.697017 4.579278 4.591052
## 3175 3.522013 3.452830 3.474843
## 759.2 1.214286 1.285714 1.857143
## 2921 3.660194 3.677184 3.645631
## 381.1 3.857143 3.828571 3.804762
## 1162 3.220930 3.209302 3.267442
## 601.1 4.500000 4.000000 4.500000
## 853 3.840517 3.771552 3.801724
## 852 4.076923 3.807692 4.076923
## 1238 1.866667 2.000000 1.716667
## 1111.1 2.796053 2.934211 2.940789
## 868 3.937008 3.875984 3.885827
## 24 3.588235 3.411765 3.470588
## 3184 4.208333 4.083333 4.125000
## 1797 4.000000 4.000000 4.000000
## 2711 3.609425 3.507987 3.663738
## 2915 3.750000 3.750000 3.750000
## 793 3.598214 3.607143 3.633929
## 2981 3.807229 3.744980 3.923025
## 573 2.823529 2.893382 2.974265
## 1174 3.434211 3.328947 3.434211
## 466.1 3.361111 3.416667 3.333333
## 2349 4.196667 4.196667 4.120000
## 328 3.166667 3.333333 3.263889
## 1263 3.045455 3.136364 3.045455
## 2079.1 4.000000 3.875000 3.875000
## 2371 3.904706 3.781176 3.910588
## 1002.1 3.771186 3.889831 3.983051
## 2159.1 3.531250 3.562500 3.570312
## 384 4.250000 4.000000 4.000000
## 437 3.627778 3.694444 3.666667
## 918 3.697368 3.618421 3.697368
## 555 3.375000 3.750000 3.000000
## 239.1 3.925000 3.825000 3.975000
## 838 3.915183 3.837395 3.940956
## 1505.1 4.071429 3.857143 4.107143
## 1042 1.500000 2.250000 2.000000
## 2047 4.130827 4.045865 4.052632
## 853.1 3.840517 3.771552 3.801724
## 932 4.229079 4.123431 4.020572
## 1785 4.053571 3.964286 4.000000
## 617 3.827273 3.809091 3.827273
## 1682 3.750000 3.500000 3.250000
## 2204 4.179688 3.921875 4.085938
## 268.1 4.500000 4.666667 4.333333
## 65 4.469697 4.333333 4.287879
## 2159.2 3.531250 3.562500 3.570312
## 2233 3.953488 3.965116 4.000000
## 151 3.204545 3.356061 3.553030
## 2035 4.000000 3.625000 3.750000
## 69.1 3.896104 3.896104 3.785714
## 3159 3.937139 3.850434 3.876445
## 1042.1 1.500000 2.250000 2.000000
## 994 3.732759 3.745690 4.051724
## 1780.1 4.278571 4.021429 4.121429
## 2429 3.500000 3.916667 3.666667
## 1948 3.767442 3.765116 3.904651
## 2742.2 4.038462 3.846154 3.980769
## 2883.1 3.714286 3.544643 3.607143
## 769 2.000000 2.375000 2.375000
## 2423.1 2.583333 2.736111 2.500000
## 1535 4.239130 3.978261 4.043478
## 1366.2 2.357143 2.291209 2.697802
## 236.2 3.578947 3.631579 3.552632
## 2531.1 3.785569 3.701220 3.798780
## 1913 3.888889 3.972222 3.944444
## 2423.2 2.583333 2.736111 2.500000
## 3086 4.019737 3.898026 3.845395
## 3175.1 3.522013 3.452830 3.474843
## 340 3.031182 2.998906 3.321116
## 98 3.845238 3.714286 3.702381
## 3124 3.359223 3.451456 3.495146
## 2957 3.135789 3.326316 3.376842
## 2877 3.551020 3.530612 3.581633
## 1190 3.152225 3.210773 3.359485
## 2621 3.873843 3.783565 3.993056
## 1493.2 4.162892 4.002613 3.873693
## 3045 4.143750 3.975000 4.262500
## 2405 3.961538 3.862179 3.916667
## 683 4.254144 4.145028 4.147790
## 2063 3.863905 3.754438 4.000000
## 2761 3.762238 3.765734 3.772727
## 2903.1 3.936735 3.836735 3.875510
## 1263.1 3.045455 3.136364 3.045455
## 952.1 3.984568 4.007202 3.924897
## 2541 3.806452 3.709677 3.903226
## 641 4.037634 4.005376 4.139785
## 729 3.312169 3.399471 3.428571
## 1179 3.340909 3.363636 3.477273
## 2809 3.783465 3.846457 3.728346
## 166.2 3.447917 3.458333 3.593750
## 2843 3.957627 3.974576 3.940678
## 2854 4.140909 3.940909 3.795455
## 169 3.733333 3.650000 3.833333
## 60 4.369792 4.205729 4.174479
## 1731 3.807692 3.653846 3.730769
## 2336 4.238725 4.045588 3.985784
## 436.1 3.836013 3.680064 3.842444
## 3051 3.818519 3.722222 4.001852
## 2773 4.038462 3.948718 3.756410
## 3100.1 4.128521 3.992958 4.231954
## 290 4.267591 4.115672 3.919510
## 1210.1 2.866197 2.880282 3.197183
## 3101 3.892879 3.800365 4.080037
## 2814 3.762500 3.712500 3.766667
## 2054 3.772346 3.539106 3.720670
## 383 3.937500 3.756250 3.868750
## 2837 4.045283 3.981132 3.947170
## 1622 3.787770 3.776978 3.827338
## 930 4.173377 4.054870 4.159740
## 2473 3.950704 3.767606 3.904930
## 2629 3.788793 3.905172 4.137931
## 1787 3.529630 3.514815 3.477778
## 1036.1 3.434783 3.500000 3.434783
## 54.1 3.843840 3.892550 3.732092
## 2092.1 3.774510 3.794118 3.823529
## 537 3.629297 3.629297 3.421525
## 1134 3.675000 3.725000 3.950000
## 2238 3.500000 4.000000 4.000000
## 1057 2.625767 2.684049 2.815951
## 3113.1 3.446864 3.537456 3.271777
## 1024 2.906532 2.920045 3.207207
## 3033 3.122500 3.280833 3.362500
## 2142.1 4.225000 4.100000 4.075000
## 248 3.705882 3.735294 3.764706
## 809.1 4.143788 4.019114 4.114683
## 1311 2.142857 2.420635 2.500000
## 3065 3.365385 3.288462 3.519231
## 1540 3.500000 3.750000 3.333333
## 203.1 3.846939 3.836735 4.117347
## 151.1 3.204545 3.356061 3.553030
## 2583 3.800000 3.780000 3.840000
## 2744 4.001965 3.932711 3.864440
## 2558 3.891753 3.762887 4.015464
## 2359 3.932432 3.797297 3.986486
## 2068 4.136691 4.021583 4.079137
## 381.2 3.857143 3.828571 3.804762
## 2111.1 3.500000 4.000000 3.750000
## 2019 3.651184 3.615665 3.685792
## 1695.1 2.789474 2.921053 2.736842
## 786 3.286290 3.334677 3.310484
## 2147 2.791185 2.714595 2.883671
## 610.1 4.180000 4.120000 4.280000
## 446.1 4.437500 4.125000 4.187500
## 439 3.958333 4.000000 3.916667
## 1552 3.151090 3.056075 3.323988
## 289 3.500000 3.500000 3.590909
## 803 4.113849 4.029571 4.104485
## 2527 3.748790 3.582661 3.751613
## 178 4.181661 4.174740 4.039792
## 14 3.303571 3.267857 3.482143
## 5.1 3.765625 3.734375 3.817708
## 2931.2 3.500000 3.166667 3.333333
## 286 3.875000 3.833333 3.833333
## 1263.2 3.045455 3.136364 3.045455
## 3009 3.576923 3.730769 3.692308
## 1366.3 2.357143 2.291209 2.697802
## 3179 3.602500 3.547500 3.650000
## 582 3.333333 3.666667 3.666667
## 1028 2.591753 2.709278 2.952577
## 1240 2.354839 2.483871 2.322581
## 1721.1 3.652439 3.451220 3.762195
## 1368 2.004739 2.154028 2.601896
## 888.1 3.605171 3.589395 3.829097
## 1530.2 3.593750 3.500000 3.656250
## 1334 3.952381 4.095238 4.095238
## 1943.1 4.250000 4.145833 4.458333
## 3159.1 3.937139 3.850434 3.876445
## 927.1 4.305430 4.085973 4.260181
## 1618 3.837500 3.687500 3.931250
## 3020.1 3.341142 3.439971 3.622255
## 3163 3.794181 3.770474 3.798491
## 2560 3.484375 3.265625 3.479167
## 1729 3.129630 2.981481 3.333333
## 774 3.000000 3.500000 4.000000
## 1861.1 3.875207 3.805785 3.946281
## 2575.2 4.375000 4.500000 4.125000
## 2488 4.171053 4.092105 4.210526
## 1849 3.812500 3.950000 3.900000
## 1680 4.500000 4.166667 4.166667
## 296 3.625000 3.729167 3.645833
## 1507.1 4.285714 4.285714 4.285714
## 1939 3.910145 3.902899 4.085507
## 1419 3.769231 3.717195 3.868778
## 957 3.800000 3.800000 3.700000
## 900 4.016026 3.956731 4.028846
## 512 3.656522 3.530435 3.691304
## 525 3.380952 3.523810 3.619048
## 1615 4.183824 4.102941 4.183824
## 2936 4.500000 4.000000 4.500000
## 712.1 3.512590 3.435252 3.676259
## 2287 2.892857 2.946429 3.017857
## 2939 3.300000 3.100000 3.300000
## 3141 4.195431 4.005076 4.192893
## 250 3.921525 3.847534 3.904709
## 305 3.459507 3.524648 3.478873
## 2243.1 4.119323 4.044969 4.091719
## 1034.1 3.475000 3.440385 3.780769
## 1355 2.363441 2.450538 2.719355
## 2565 4.220000 4.140000 4.150000
## 2061 4.244186 4.290698 4.186047
## 935.1 4.457461 4.321404 4.329169
## 2401 3.125000 3.125000 3.375000
## 2944.1 4.000000 3.750000 3.500000
## 558.2 3.750000 3.437500 3.062500
## 2638 3.642857 3.571429 3.732143
## 1604 4.494253 4.339080 4.390805
## 1826.1 3.341067 3.428074 3.529002
## 1193 2.924745 2.979592 3.191327
## 2202 4.241228 4.210526 4.127193
## 1448 4.500000 4.000000 4.500000
## 2103.1 4.292778 4.155000 4.215556
## 2284 3.775641 3.826923 3.903846
## 96.1 4.035714 4.071429 4.035714
## 540 3.383721 3.325581 3.209302
## 2406 4.216418 4.126866 4.130597
## 55 3.428571 3.785714 3.500000
## 1709 2.111111 2.277778 2.333333
## 1665.1 3.880435 3.847826 3.836957
## 397 3.444444 3.500000 3.611111
## 1720 4.013889 3.805556 4.319444
## 1042.2 1.500000 2.250000 2.000000
## 293.1 4.477778 4.311111 4.333333
## 2920 4.054585 3.993450 4.010917
## 1337 4.030303 4.106061 4.242424
## 288 4.379310 4.310345 4.224138
## 3082 3.833333 3.916667 4.083333
## 1113 3.043103 3.103448 3.400862
## 1788 4.500000 4.166667 4.333333
## 101.1 4.145833 4.006944 3.958333
## 844 4.323009 4.159292 4.314159
## 622.2 3.728261 3.836957 3.760870
## 641.1 4.037634 4.005376 4.139785
## 1791 4.338542 4.208333 4.156250
## 1710.2 2.187500 2.062500 2.312500
## 446.2 4.437500 4.125000 4.187500
## 1914.1 3.500000 3.833333 3.333333
## 1990 4.241085 4.080620 4.179070
## 345 4.300000 4.000000 4.200000
## 2162 3.801075 3.784946 3.758065
## 1204.2 3.514793 3.502959 3.727811
## 1161 3.085526 2.993421 3.118421
## 2640 3.888889 3.962963 3.981481
## 649 3.666667 4.000000 3.833333
## 3135 4.566002 4.377018 4.431624
## 2223.1 3.895522 3.750000 3.917910
## 1033.1 1.942308 2.115385 2.339161
## 2102 4.111111 3.888889 4.000000
## 2583.1 3.800000 3.780000 3.840000
## 859 3.916667 3.833333 3.958333
## 3074 3.384615 3.423077 3.653846
## 595.1 4.121403 4.031475 4.168165
## 1813 3.887640 3.785112 4.129213
## 1990.1 4.241085 4.080620 4.179070
## 1473 3.934783 3.913043 4.086957
## 630 3.817241 3.868966 3.867241
## 442 3.727987 3.718553 3.611635
## 2618 3.749386 3.715397 3.739148
## 88 4.024272 3.985437 3.742718
## 278 3.252809 3.247191 3.376404
## 1028.1 2.591753 2.709278 2.952577
## 1864.1 3.731796 3.625000 3.922330
## 1371 2.666667 2.623457 2.993827
## 1702 2.500000 2.800000 2.400000
## 657.1 3.122222 3.288889 3.333333
## 1056 2.505495 2.673077 2.758242
## 2810 3.888554 3.831325 3.861446
## 1208 3.268750 3.275000 3.450000
## 3144.2 4.526012 4.361272 4.453757
## 1814 4.063063 3.907658 4.092342
## 2663 4.057325 3.972930 4.109873
## 2034.1 3.760870 3.855072 3.695652
## 1467 3.846847 3.813814 3.933934
## 1595 4.253745 4.084270 3.996255
## 956 4.351331 4.183432 4.161612
## 592.1 4.553041 4.495050 4.514144
## 2589 3.411058 3.406250 3.338942
## 1789.1 3.972222 3.881944 3.972222
## 814 4.118990 3.973558 4.145433
## 2829.1 4.016667 3.901667 3.911667
## 46.1 4.221289 4.137255 4.102241
## 2799 4.125000 3.992325 3.989035
## 764 3.166667 3.166667 3.500000
## 1304 3.980769 3.923077 4.038462
## 1459 3.604623 3.649635 3.886861
## 1680.1 4.500000 4.166667 4.166667
## 651 3.877049 3.737705 3.827869
## 1134.1 3.675000 3.725000 3.950000
## 1308 2.671801 2.758294 2.985782
## 1553 3.011236 2.983146 3.224719
## 1062 3.864668 3.751589 4.024977
## 1956 2.894444 3.100000 3.177778
## 1992 2.946667 3.020000 2.954667
## 2072.1 3.858108 3.679054 3.878378
## 60.1 4.369792 4.205729 4.174479
## 987 3.621479 3.697183 3.938380
## 827 4.244681 4.131206 4.226950
## 3038 3.992218 3.972763 4.145914
## 2463 4.127083 4.026250 3.942083
## 74 3.943515 3.958159 3.834728
## 1245.1 2.637500 2.850000 2.675000
## 321.1 3.476744 3.406977 3.430233
## 60.2 4.369792 4.205729 4.174479
## 1829.1 3.806569 3.848540 3.833942
## 918.1 3.697368 3.618421 3.697368
## 2081 4.107143 3.875000 4.000000
## 671 4.314570 4.215232 4.310155
## 48 4.064011 4.061166 3.738265
## 2035.1 4.000000 3.625000 3.750000
## 824.1 4.357656 4.163876 4.372010
## 1374 2.134615 2.153846 2.480769
## 597 3.762332 3.659193 3.751121
## 1452 3.447368 3.421053 3.578947
## 1427 3.557292 3.453125 3.671875
## 834 3.767692 3.771538 3.890769
## 379.1 4.050000 4.150000 4.116667
## 1613 3.922559 3.824916 3.781145
## 651.1 3.877049 3.737705 3.827869
## 1574 3.833333 3.833333 3.666667
## 3032 2.995169 3.144928 3.248792
## 2880 3.911765 3.735294 3.852941
## 345.1 4.300000 4.000000 4.200000
## 1976 3.833333 4.166667 4.000000
## 1654 4.750000 4.250000 4.750000
## 1015 3.021277 3.255319 3.329787
## 3169 3.827869 3.814208 3.950820
## 724 3.179204 3.181416 3.280973
## 2307 4.318182 4.136364 4.181818
## 1971 3.866071 3.866071 3.875000
## 229.1 3.727848 3.708861 3.816456
## 2034.2 3.760870 3.855072 3.695652
## 1585.1 3.416667 3.395833 3.277778
## 1392 2.254545 2.418182 2.290909
## 844.1 4.323009 4.159292 4.314159
## 943 4.352050 4.208556 4.350267
## 2426.2 3.818182 3.909091 3.909091
## 3005.1 4.055556 3.888889 4.027778
## 1481 3.624424 3.631336 3.794931
## 1208.1 3.268750 3.275000 3.450000
## 2945 3.166667 3.500000 3.833333
## 381.3 3.857143 3.828571 3.804762
## 823 4.158268 4.052756 4.142126
## 957.1 3.800000 3.800000 3.700000
## 950 4.245399 4.130368 4.142638
## 1073 2.982517 2.986014 3.248252
## 3044.2 4.500000 4.500000 4.388889
## 160 3.789855 3.637681 4.014493
## 2231 4.245455 4.090909 4.200000
## 1913.1 3.888889 3.972222 3.944444
## 372.1 3.772727 3.659091 3.636364
## 797 3.000000 3.250000 3.000000
## 1811 3.636411 3.549318 3.741343
## 2220 3.145408 3.204082 3.294643
## 1298 4.000000 4.166667 3.666667
## 741.1 4.069444 3.972222 4.013889
## 114.1 2.919355 3.044355 3.104839
## 2397 4.058824 3.852941 4.088235
## 373 4.388362 4.195366 4.234334
## 297 2.500000 2.500000 3.500000
## 1800 4.328870 4.139778 4.330176
## 2755.1 4.011719 3.894531 3.855469
## 1693 2.426471 2.441176 2.455882
## 2244.1 4.060561 3.968981 4.021418
## 1253 2.250000 2.750000 2.500000
## 1536 3.947761 3.768657 3.955224
## 2006 4.166667 3.981481 4.185185
## 2772 3.500000 3.666667 3.500000
## 2119 4.097687 4.014303 4.071516
## 1667 4.333333 4.166667 4.166667
## 399 3.459459 3.472973 3.432432
## 489 3.708333 3.587719 3.900219
## 896.1 3.585561 3.628342 3.772727
## 470.1 3.550000 3.500000 3.550000
## 1235 2.000000 2.397436 2.141026
## 800.2 3.554545 3.627273 3.527273
## 1346 2.337691 2.319172 2.704793
## 207 3.108974 3.108974 3.381410
## 1976.1 3.833333 4.166667 4.000000
## 3120 4.000000 4.200000 3.933333
## 2985 3.779915 3.752137 3.901709
## 2770 4.166667 3.500000 3.833333
## 2362.1 3.479592 3.474490 3.576531
## 2412 4.300000 4.233333 4.266667
## 1889 3.494318 3.465909 3.653409
## 1787.1 3.529630 3.514815 3.477778
## 1037 2.048638 2.128405 2.383268
## 769.1 2.000000 2.375000 2.375000
## 2580.1 3.970588 3.705882 3.794118
## 2535.1 4.290881 4.083333 4.227987
## 334.1 3.666667 3.583333 3.416667
## 1238.1 1.866667 2.000000 1.716667
## 3122.2 3.709056 3.683044 3.928709
## 766 3.333333 3.333333 3.333333
## 2928 4.339286 4.267857 4.339286
## 2850.1 4.177083 4.114583 4.229167
## 1636 4.337500 4.211458 4.267708
## 553 3.025641 2.974359 2.743590
## 2095 4.170732 4.121951 4.219512
## 2282 3.604167 3.468750 3.677083
## 2186 3.856267 3.816076 3.732970
## 1198 2.842391 2.956522 3.059783
## 1954 3.532468 3.512987 3.733766
## 1844 3.850000 3.687500 3.850000
## 342 2.836720 2.798258 3.133527
## 1087 3.318966 3.353448 3.517241
## 3195 3.673077 3.596154 3.711538
## 1738 3.862069 3.706897 3.931034
## 3168 3.519309 3.534553 3.540650
## 2912.1 3.949675 3.938312 3.941558
## 642 3.184524 3.363095 3.220238
## 2178.1 4.718553 4.633255 4.617925
## 861 3.875000 3.750000 3.875000
## 2118 3.916667 3.416667 3.666667
## 3168.1 3.519309 3.534553 3.540650
## 1122 3.568548 3.653226 3.802419
## 841 4.264532 4.132020 4.177833
## 2834 3.610915 3.573944 3.544014
## 604 3.611111 3.634921 3.619048
## 2816 4.195000 4.067500 4.025000
## 2984 3.926136 3.840909 4.007576
## 511 4.269231 4.115385 4.269231
## 1624 3.844262 3.819672 3.827869
## 2786.2 3.951411 3.927116 3.883229
## 1995 2.935028 2.937853 3.108757
## 485.2 3.528351 3.443299 3.693299
## 327 3.818750 3.862500 3.887500
## 1995.1 2.935028 2.937853 3.108757
## 328.1 3.166667 3.333333 3.263889
## 2030 4.500000 4.000000 4.000000
## 3101.1 3.892879 3.800365 4.080037
## 1608.1 3.709677 3.670251 3.652330
## 107.1 3.974468 3.803191 4.071277
## 73 3.884783 3.936957 3.821739
## 612 3.895455 3.759091 3.850000
## 160.1 3.789855 3.637681 4.014493
## 2230 4.068182 3.882576 4.140152
## 1579 3.500000 3.343750 3.531250
## 2033.1 3.472222 3.427778 3.441667
## 2114 4.350000 4.300000 4.400000
## 2517 4.188435 4.073779 4.182453
## 142.1 3.500000 3.379310 3.586207
## 1968 3.514493 3.630435 3.536232
## 245.1 3.250000 3.281250 3.312500
## 3109 4.111479 3.952539 4.069536
## 1077.1 3.153846 3.182692 3.403846
## 1931 3.000000 2.961538 2.961538
## 1476 3.674180 3.678279 3.696721
## 2341 3.956311 3.894822 3.902913
## 1328 4.000000 4.500000 4.500000
## 275 4.169399 4.092896 4.144809
## 198 3.669231 3.630769 3.692308
## 2845.1 3.333333 3.304598 3.275862
## 447 3.889961 3.849421 3.911197
## 1703 3.833333 3.333333 3.333333
## 3020.2 3.341142 3.439971 3.622255
## 2843.1 3.957627 3.974576 3.940678
## 1622.1 3.787770 3.776978 3.827338
## 1121.2 2.975524 3.062937 3.195804
## 1955 4.078947 4.078947 4.000000
## 3079 3.214286 3.214286 3.428571
## 675.1 3.772085 3.734982 3.736749
## 2469 4.750000 4.250000 4.500000
## 1665.2 3.880435 3.847826 3.836957
## 152 3.650000 3.850000 3.800000
## 1730 4.083333 3.750000 4.166667
## 1362.1 1.778302 1.867925 2.226415
## 1842 3.900000 3.900000 4.000000
## 3179.1 3.602500 3.547500 3.650000
## 1268.1 3.676199 3.654982 3.932657
## 2959.2 3.508163 3.595918 3.761224
## 1922 3.588235 3.735294 3.794118
## 2647 3.896552 3.758621 3.931034
## 1353 2.500000 3.000000 2.500000
## 861.1 3.875000 3.750000 3.875000
## 3013 4.090909 3.909091 4.181818
## 1787.2 3.529630 3.514815 3.477778
## 827.1 4.244681 4.131206 4.226950
## 3192 3.766234 3.597403 3.876623
## 1448.1 4.500000 4.000000 4.500000
## 2684 3.918367 3.892857 3.903061
## 2503.1 3.891758 3.778022 3.852198
## 69.2 3.896104 3.896104 3.785714
## 523.1 3.500000 3.750000 3.750000
## 1810 3.635317 3.581574 3.765835
## 2098 3.453704 3.449074 3.546296
## 1346.1 2.337691 2.319172 2.704793
## 2321.1 3.823333 3.765000 3.948333
## 2312 3.000000 3.000000 3.000000
## 442.1 3.727987 3.718553 3.611635
## 2672 3.920000 3.821053 3.908421
## 1810.1 3.635317 3.581574 3.765835
## 3188 4.133690 4.080214 4.090909
## 1021.1 3.053691 3.026286 3.370246
## 3086.1 4.019737 3.898026 3.845395
## 2538 3.503984 3.364542 3.515936
## 2206 3.937500 3.833333 3.854167
## 1412.1 1.438776 1.693878 1.612245
## 1096 3.440043 3.470021 3.625268
## 3038.1 3.992218 3.972763 4.145914
## 514 3.635514 3.490654 3.883178
## 1260 2.714286 3.035714 2.821429
## 1513 4.125000 4.125000 3.875000
## 2339.1 4.125931 4.027916 3.965881
## 935.2 4.457461 4.321404 4.329169
## 2218 3.869565 3.778032 3.964531
## 931 4.247135 4.103868 4.194842
## 684 3.901042 3.845052 3.953125
## 723 3.782759 3.713793 3.848276
## 227 3.856383 3.840426 3.984043
## 3018.1 4.058300 3.965587 4.194737
## 819.1 4.303922 4.058824 4.259804
## 2129 4.085938 3.937500 4.000000
## 809.2 4.143788 4.019114 4.114683
## 2679.1 4.062500 3.937500 4.125000
## 629 3.809804 3.800000 3.721569
## 2716 4.408088 4.176471 4.316176
## 625.1 2.509259 2.481481 2.509259
## 2887.1 3.857143 3.857143 3.976190
## 2902.1 3.867695 3.879058 3.830357
## 2144 3.500000 3.272727 3.590909
## 55.1 3.428571 3.785714 3.500000
## 3028 4.083333 3.947257 4.123418
## 1556 3.594937 3.639241 3.737342
## 2328 4.142857 4.160714 4.178571
## 534 3.500000 3.666667 3.666667
## 2235 3.861538 3.869231 3.834615
## 2432 3.951613 3.854839 4.096774
## 67 4.094037 4.084862 3.961009
## 2121 3.889552 3.716418 3.825373
## 2648 4.000000 4.000000 4.000000
## 292 3.888158 4.000000 3.697368
## 283 3.938679 3.886792 3.966981
## 2531.2 3.785569 3.701220 3.798780
## 2203.1 4.244444 4.150000 4.227778
## 2789.1 4.059819 3.925508 4.021445
## 2867 3.883399 3.766798 3.865613
## 1255 3.250000 3.375000 3.250000
## 2365 4.227273 4.045455 3.909091
## 1996 3.906375 3.785857 3.935259
## 1485 3.642857 3.714286 3.829670
## 1347 1.695029 1.803059 2.159656
## 1013 3.750000 4.125000 3.937500
## 1289 4.052000 3.988000 4.236000
## 904.1 3.664474 3.633772 3.752193
## 2443 4.299601 4.103196 4.061252
## 137 3.824713 3.704023 4.000575
## 2135.1 3.600000 3.620000 3.820000
## 1086 3.304878 3.329268 3.451220
## 1687 1.837838 1.743243 1.945946
## 2220.1 3.145408 3.204082 3.294643
## 245.2 3.250000 3.281250 3.312500
## 2423.3 2.583333 2.736111 2.500000
## 578.1 3.666667 3.666667 3.666667
## 1859.1 3.572178 3.601050 3.824147
## 573.1 2.823529 2.893382 2.974265
## 456 3.957447 3.872340 4.085106
## 3058 3.965154 3.881686 4.168558
## 117 3.805147 3.698529 3.878676
## 1156.1 3.306723 3.186975 3.357143
## 1841 3.469880 3.463855 3.584337
## 192.1 3.433566 3.440559 3.744755
## 1292 3.864583 3.854167 4.000000
## 2671.1 3.972222 4.180556 4.083333
## 195 3.745665 3.858382 3.988439
## 328.2 3.166667 3.333333 3.263889
## 1847 3.695000 3.692500 3.875000
## 1694 3.309524 3.261905 3.392857
## 55.2 3.428571 3.785714 3.500000
## 38.1 4.250000 4.250000 4.468750
## 562 3.713889 3.790278 3.770833
## 274 3.709402 3.666667 3.713675
## 967 3.687500 3.687500 3.750000
## 2138.1 4.166667 3.933333 3.900000
## 905 4.750000 4.625000 4.500000
## 594 3.767782 3.743375 3.826360
## 892 3.738550 3.749364 3.868957
## 1156.2 3.306723 3.186975 3.357143
## 2516 3.905738 3.833333 3.878415
## 1635.1 4.387952 4.249398 4.257831
## 1650 3.617816 3.635057 3.649425
## 412 4.076923 3.961538 3.576923
## 942.1 4.138258 4.062500 4.119318
## 1158.1 2.978469 3.038278 3.224880
## 2487.1 3.931217 3.882275 4.005291
## 368 3.523810 3.476190 3.523810
## 788 3.649573 3.542735 3.384615
## 2633 3.838798 3.663934 3.874317
## 2531.3 3.785569 3.701220 3.798780
## 2003 3.817143 3.674286 3.851429
## 2326 3.725806 3.750000 3.766129
## 2793 3.977679 3.906250 3.967634
##
## [[5]]
## Name
## 2331 Dock Street Rye IPA
## 439 George
## 563 Genesee Cream Ale
## 286 Winter-Bock
## 1452 Negra
## 746 Blessed Thistle
## 3010 Portsmouth Winter Weizen
## 2800 Gouden Carolus Classic
## 2232 Mermaid's Red Ale
## 2077 Midnight Sun
## 892 India AleSamuel Smith Old Brewery (Tadcaster)
## 2335 Bridal Veil Rye Pale Ale
## 2391 Caledonian 80/-
## 3130 Two Jokers Double-Wit
## 1291 Blonde Lager
## 662 Finlandia Sahti
## 195 Bombshell Blonde
## 218 Affligem Blond
## 2789 Local 2
## 2122 London Porter
## 1427 Asahi Black (Kuronama)
## 1729 Dark Ale
## 1457 Festbier
## 29 Crooked Coast Altbier
## 2603 Black Magic Stout
## 1954 Dinkelacker CD-Pils
## 505 Buster Nut Brown Ale
## 942 Perpetual IPA
## 3079 Kapuziner Kristall-Weizen
## 811 Furious
## 2583 Indra Kunindra
## 2296 Irish Red Ale
## 2654 Patio Tools
## 275 Tucher Bajuvator Doppelbock
## 903 Cold Hop British-Style Ale
## 3132 Half-E-Weizen
## 2049 Samuel Adams Honey PorterBoston Beer Company (Samuel Adams)
## 415 White Winter Brackett
## 1219 Lech PremiumLech Browary Wielkopolski (SABMiller)
## 1245 Žaibo
## 3041 Weisse Original
## 2880 Extra Special Oak (ESO)
## 838 India Pale Ale (IPA)
## 2 Double Bag
## 26 Secret Spot Alt Ale
## 2829 Horny Devil
## 1291.1 Blonde Lager
## 2080 Old Slug Porter
## 89 Bligh's Barleywine Ale
## 983 Drevlyansky Kvass
## 24 Mission Amber
## 514 Pub Brown Ale
## 2753 B-Bomb (Bourbon Abominable Winter Ale)
## 1461 Hofbräu Oktoberfestbier
## 248 Summer Belgian-Style Blonde Ale
## 2363 Ol' Red Cease & Desist Wee Heavy Ale
## 226 Kasteel Blond
## 3014 Steingadener Weisse Dunkel
## 1425 Dark Cloud
## 1160 Death & Taxes
## 2033 Porter
## 3145 Pentagram
## 1290 Rahr's Blonde
## 946 Unearthly (Imperial India Pale Ale)
## 33 Moby D
## 1870 Original Pale Ale
## 449 Over Ale
## 603 Affligem Dubbel
## 3107 Red & White
## 1637 Oude Gueuze Tilquin à L'Ancienne
## 534 Aftershock
## 306 Mardi Gras Bock
## 2385 Red MacGregor
## 786 Jaw-Jacker
## 1683 Tilquin Jonge Lambic
## 842 Green Flash Le Freak
## 448 Madtown Nutbrown
## 1420 Beck's Dark
## 132 Steel Wheels ESB
## 441 Dos Perros
## 553 Hot Chocolate
## 2667 Java Head Stout
## 1691 Nanny State
## 3146 Framboise For A Cure
## 2471 Rodenbach Alexander
## 240 Celestial Blonde Ale
## 928 120 Minute IPA
## 900 India Pale Ale
## 998 Kölsch
## 3010.1 Portsmouth Winter Weizen
## 2400 Hog's Head Brew (Harry Potter)
## 630 Avant Garde
## 744 Working For Tips
## 2443 La Folie
## 2659 Breakfast Stout
## 860 Hoppy Daze IPA
## 2792 Salvation
## 49 Doggie Claws
## 1482 Oktoberfest
## 727 Bumble Berry Honey Blueberry Ale
## 2318 Rye-on-Rye
## 3047 Pinkus Weizen
## 2751 Fred
## 2585 Best Extra Stout
## 2453 Aardmonnik - Earthmonk
## 1832 De Koninck APA (Antwaarpse Pale Ale)
## 3138 Beatification
## 3073 Franconia Kristal-weizen
## 662.1 Finlandia Sahti
## 2140 Smoke House Porter
## 643 Saint Landelin La Divine
## 567 Little Kings Cream Ale
## 2411 Charkoota Rye
## 2056 Santa's Butt
## 133 Batemans XXXB
## 2229 My Bloody Valentine
## 2032 Tsarina Esra
## 1420.1 Beck's Dark
## 1296 Weltenburger Kloster Barock-Hell
## 1544 Miner Mishap
## 1102 Shiner Kosmos Reserve
## 2392 MacPelican's Scottish Style Ale
## 134 XX Bitch Creek
## 2651 La Sang-d'encre
## 626 Oro De Calabaza
## 3183 Frosted Frog Christmas Ale
## 764 Kirin Enjuku
## 227 Blond
## 936 Maharaja
## 870 Reserve Special Black Ale
## 2654.1 Patio Tools
## 1628 Experimental Raspberry
## 851 The Audacity Of Hops
## 1474 Warsteiner Premium Oktoberfest
## 3180 Winterbraun
## 1111 Orange Blossom Pilsner
## 1106 Simpler Times Lager
## 2282 Porterhouse Red
## 774 Asahi Strong Off
## 2255 Double Rainbow
## 2992 Hofbrau Hefe Weisse Dunkel
## 1395 Dog Bite High Gravity Lager
## 1433 Red Tape Lager
## 2058 Boxcarr Pumpkin Porter
## 2139 Smoked Porter
## 600 Lost & Found
## 916 Southampton Burton IPA
## 3177 Prelude
## 1293 Helles Lager
## 2281 Amber Ale
## 2586 Lump Of Coal Dark Holiday Stout
## 2842 Boskeun
## 1870.1 Original Pale Ale
## 738 Grozet
## 797 Ginger Beard
## 1284 Firestone Lager
## 1549 Dos Equis Ambar
## 2105 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 931 Double Jack
## 3085 Pilgrim's Dole
## 1665 Tuverbol
## 1340 Paracelsus Zwickl
## 1841 Cuvée Des Trolls
## 900.1 India Pale Ale
## 17 Ishmael
## 2714 Imperial Stout Trooper
## 2979 Hefeweissbier Dunkel
## 10 Organic Münster Alt
## 2316 Ruthless Rye IPA
## 609 Siamese Twin Ale
## 587 Abbey Ale
## 2095 Everett (Barrel Aged)
## 779 Good Juju
## 1480 Oktoberfest
## 892.1 India AleSamuel Smith Old Brewery (Tadcaster)
## 473 North By Northwest Okanogan Black Ale
## 495 Chomolungma
## 1918 Creemore Springs Traditional Pilsner
## 824 Nelson
## 1083 Fisherman's Brew
## 1502 Saranac Rauchbier Smoked Lager
## 1602 Oude Kriek
## 1001 Karnival Kolsch
## 1335 Moosbacher Kellerbier
## 1789 Thanksgiving Ale
## 693 Carnevale
## 1795 Old Flame
## 411 Mjød
## 2389 Stone's Throw Scottish Ale
## 1065 Original Honey Brown Extra Rich Lager (Beer Brewed With Honey)
## 2902 Maredsous 10 - Triple
## 2685 Ohio City Oatmeal Stout
## 2511 Double Stout
## 3150 Sang Royal
## 1865 Monty Python's Holy Grail Ale
## 2376 Kilt Lifter Scottish Style Ale
## 2801 Gouden Carolus Noël / Christmas
## 298 Schorschbock 31%
## 172 Camerons Strongarm
## 1089 Cypress Honey Lager
## 12 Gerst Amber
## 2528 Mean Old Tom
## 993 Früh Kölsch
## 1755 Thwaites Smooth
## 1206 Oranjeboom Premium Lager
## 2936 Shredder's Wheat
## 1255 Zhiguly Grande 9,5
## 2299 Roggenbier
## 2987 Andechs Weissbier Dunkel
## 1332 Buttenheimer Keller Bier
## 2832 La Trappe Isid'or
## 592 Trappist Westvleteren 8 (VIII)Brouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 2910 Devil's Backbone
## 2770 Boatswain H.L.V. Ale (Heavy Lift Vessel)
## 151 Belhaven Best
## 3152 Boxer's Revenge
## 3118 Blanche De Bruxelles / Manneken Pis Belgian White
## 2424 Rökporter
## 2234 Amber Ale
## 2689 Overcast Espresso Stout
## 2022 Sinebrychoff Porter
## 273 Blonde Doppelbock
## 1874 Scape Goat Pale Ale
## 1830 Stone Soup
## 1243 Boss Beer
## 1580 Fat Cat Lager
## 2884 Otro Mundo Strong Red Ale
## 1298 Helles Belles
## 798 Red/White Christmas
## 743 Bog Water
## 2766 Triple Bag
## 2549 Java The Stout
## 1915 Montejo
## 1869 Sparkling Ale
## 2792.1 Salvation
## 55 Lower De Boom Barleywine
## 1517 Samuel Adams Black LagerBoston Beer Company (Samuel Adams)
## 1727 Black Tusk Ale
## 1414 Axe Head Malt Liquor
## 1441 Hirter Morchl
## 2524 Chocolate Stout
## 853 Smuttynose Homunculus (Big Beer Series)
## 241 't Smisje Blond
## 1826 Karma Belgian Style Pale Ale
## 1159 Fischer Tradition Amber
## 1047 Genesee Beer
## 1784 Winter Warmer
## 1943 Rothaus Pils Tannen Zäpfle
## 1991 Pipeline Porter
## 665 Finlandia Strong Sahti
## 894 Blind Faith
## 1608 Pomme (Apple)
## 1476 Oktoberfest
## 1986 Mocha Porter
## 646 Rendezvous
## 2556 Monk's Stout Dupont
## 133.1 Batemans XXXB
## 2748 Mélange No. 3
## 2909 Sapient Trip Ale
## 1753 Snowdonia Ale (Cwrw Eryri)
## 1210 Jupiler
## 1422 Spaten Dunkel
## 1401 Colt 45 High Gravity Lager
## 278 Deep Water Dopplebock
## 1079 Winter Skål
## 1936 König Pilsener
## 346 St. Nikolaus Bock Bier
## 2938 Gwiniz Du
## 2467 La Roja
## 2371 Robert The Bruce
## 851.1 The Audacity Of Hops
## 1426 Weltenburger Kloster Barock Dunkel
## 1966 Imperial Spruce India Pilsner
## 190 Tire Bite Golden Ale
## 3181 Bourbon Barrel Aged Winter Warmer
## 2366 Heavy Horse Scotch Ale
## 1197 Kingfisher Premium Lager
## 1735 After Dark
## 2047 Old Engine Oil Black Ale
## 2985 Julius Echter Hefe-Weissbier Dunkel
## 1592 De Cam Faro
## 259 Liberator Doppelbock
## 2065 Kennebunkport Porter
## 3065 Weissbier Kristallklar
## 699 Samuel Adams Cherry WheatBoston Beer Company (Samuel Adams)
## 801 Sculpin
## 2666 The Poet
## 2394 Scottish Ale
## 565 Sunlight Cream Ale
## 553.1 Hot Chocolate
## 2695 Narwhal Imperial Stout
## 670 Saison Dupont
## 1521 Saranac Black Forest Black Beer
## 1909 Joseph's Brau Bohemian Lager
## 672 Sorachi Ace
## 2299.1 Roggenbier
## 454 Grottenbier
## 2807 Achel Trappist Extra
## 2984 Hacker-Pschorr Dunkel Weisse (Weisse Dark)
## 1511 Rauchbier
## 442 Imperial Nut Brown Ale
## 2238 Mourning Wood
## 161 Chester County Bitter
## 187 Sweet Action
## 2255.1 Double Rainbow
## 2764 Wailing Wench
## 2200 Kasteel Cuvée Du Chateau
## 1021 Red Stripe Jamaican Lager
## 2711 Peg Leg Imperial Stout
## 1429 Pious Monk Dunkel
## 706 Blushing Monk
## 1703 Labatt Blue Non-Alcoholic
## 2547 Crème Brûlée Java Stout
## 224 La Trappe Blond (Koningshoeven / Dominus)
## 2140.1 Smoke House Porter
## 2537 Cocoa Loco
## 2532 Black Mocha Stout
## 1649 Sour Reserve
## 2121 Smoked Porter
## 3022 Schneider Weisse Tap 7 Unser Original
## 1123 33 ExportVBL Tien Giang Limited (Fosters)
## 366 Battlefield Bock
## 2041 Kurofune Porter
## 1658 Reuss
## 2769 Barmy
## 1661 Bruocsella (1900) Grand Cru
## 1947 Pilsener
## 824.1 Nelson
## 1094 Stegmaier Amber Lager
## 1597 Saint Lamvinus
## 1696 Warsteiner Premium Fresh
## 3095 Old Sol Wheatwine Ale
## 3028 Schneider Weisse Tap 4 Wiesen Edel-Weisse
## 2970 Blue Moon Spring Blonde Wheat AleCoors Brewing Company (Molson-Coors)
## 100 Wooden Hell
## 2164 Frog's Hollow Double Pumpkin Ale
## 439.1 George
## 1879 Chamberlain Pale Ale
## 1359 Miller High Life Light
## 105 Hobgoblin Ruby
## 2945 Red Wheat
## 554 Sigda's Green Chili
## 2488 Gose
## 281 Primátor Double Bock Beer
## 1884 Whitbread Pale Ale
## 676 Colette
## 214 NOLA Blonde AleNew Orleans Lager & Ale Brewing Company (NOLA)
## 3147 Riserva
## 2427 Bravoure
## 2808 Brasserie Des Rocs Triple Impériale
## 9 Copper
## 2752 Life and Limb
## 2836 Hades Ale
## 1997 Twilight Of The Idols
## 631 Fuego Del Otono, Autumn Fire
## 1790 Figgy Pudding
## 624 Natte
## 3056 Schneider Weisse Tap 1 Mein Blondes
## 1993 Oatmeal Porter
## 411.1 Mjød
## 2900 Tripel Ale
## 2517 Big Bear Black Stout
## 1271 Münchner Hell (Original Munich Lager)
## 2438 Berliner Style Weisse
## 1442 Dunkel
## 1625 Mort Subite Kriek
## 925 90 Minute IPA
## 3177.1 Prelude
## 660 Lammin Kataja Olut
## 441.1 Dos Perros
## 2589 Dragon Stout
## 84 Mirror Mirror
## 2048 Bully! Porter
## 2716 Sexual Chocolate - Barrel-Aged
## 635 Southampton Biere De Mars
## 719 Pyramid Apricot Ale
## 420 Wild Devil
## 1494 Smoke & Dagger
## 1023 Dos Equis Special Lager
## 301 Eisbock
## 2196 Rigor Mortis Abt
## 1448 Fearless Youth
## 1194 Pure Brewed Organic Lager BeerSamuel Smith Old Brewery (Tadcaster)
## 2234.1 Amber Ale
## 720 Stiegl Radler (Grapefruit)
## 2897 Tripel
## 2470 Cascade Kriek Ale
## 954 Hop Henge
## 2410 Sunturnbrew
## 2889 The Saints Whisky Beer
## 1979 Elsa Von Horizon
## 1010 Gateway Kolsch
## 1423 Eastside Dark
## 1223 Cinco Estrellas
## 920 Proper Job
## 2764.1 Wailing Wench
## 1789.1 Thanksgiving Ale
## 1045 Old Style
## 659 Arctic Circle Ale
## 1049 Stroh's
## 916.1 Southampton Burton IPA
## 2404 Skye Black
## 2470.1 Cascade Kriek Ale
## 1183 Heineken Oud Bruin
## 2417 Bloed, Zweet & Tranen
## 2874 Moonraker AleJ.W. Lees & Co (Brewers) Ltd
## 2163 The Great Pumpkin
## 351 La Trappe Bockbier
## 2749 Deliverance
## 2236 Amber Ale
## 432 Sumatra Mountain Brown
## 1592.1 De Cam Faro
## 1869.1 Sparkling Ale
## 742 Koyt
## 1551 Vienna Style Lager
## 700 Raspberry Tart
## 2947 Gumballhead
## 1601 Kriek
## 2377 Railbender Ale
## 2674 Dragonstooth Stout
## 2828 Stille Nacht
## 2530 Aphrodisiaque
## 881 Black Hatter
## 2177 Three Philosophers
## 1081 Starr Hill Jomo Lager
## 1641 Girardin Gueuze 1882 (Black Label)
## 1911 Session Pils
## 2413 Hemel & Aarde
## 2405 Fore Smoked Stout
## 2197 Smuttynose Gravitation (Big Beer Series)
## 1155 Creamy Dark
## 66 Old Ruffian - Barrel-Aged
## 2960 Sweaty Betty Blonde
## 2133 Smoked Porter
## 2482 La Luna Rossa
## 243 Wendelinus Blonde
## 1880 Over-The-Rhine Ale
## 803 Torpedo Extra IPA
## 2403 Beltaine Scottish Ale
## 3180.1 Winterbraun
## 186 Summer Love
## 815 Smuttynose IPA "Finest Kind"
## 353 Noche Buena
## 1107 Henry Weinhard's Private Reserve
## 1553 Victoria
## 1527 McSorley's Irish Black Lager
## 2791 Corsendonk Christmas Ale
## 2815 Monk's Mistress
## 1532 S1nist0r Black Ale
## 1753.1 Snowdonia Ale (Cwrw Eryri)
## 1417 Negra Modelo
## 1571 Ybor Gold Amber Lager
## 2941 Outlaw McCaw
## 1186 Harp Lager
## 522 Hop Common
## 652 Jenlain Bière De Noël
## 472 Leffe Rossa
## 614 Ovila Abbey Barrel Aged Dubbel
## 2952 UFO Hefeweizen
## 1505 Rauchbier
## 2633 Black Fly Stout
## 598 La Trappe Dubbel (Koningshoeven / Dominus)
## 1597.1 Saint Lamvinus
## 246 Abbaye D'Aulne Blonde Des Pères (Sur Lie) 6°
## 2378 Hibernator
## 1341 Kubelbier
## 1857 Old Speckled Hen
## 2281.1 Amber Ale
## 1261 Yarpivo Strong (Krepkoye)
## 447 Flashback Ale
## 2939 Oktoberfest
## 620 St Martin Brune
## 1227 Elephant Beer
## 2400.1 Hog's Head Brew (Harry Potter)
## 217 Leffe Blonde
## 904 Bad Elf Winter's Ale
## 34 Über Alt
## 2621 O'Hara's Irish Stout
## 940 Abrasive Ale
## 2035 Danzig Baltic Porter
## 2593 Captain Swain's Extra Stout
## 425 Moose Drool Brown Ale
## 317 Narragansett Bock
## 2358 Drafty Kilt Scotch Ale
## 1776 Winter Ale
## 2981 Franziskaner Hefe-Weisse Dunkel
## 2069 Benchwarmer Porter
## 415.1 White Winter Brackett
## 1148 Hansa Export
## 3056.1 Schneider Weisse Tap 1 Mein Blondes
## 1917 Sound Czech
## 1522 Howl
## 596 Corsendonk Pater / Abbey Brown Ale
## 2159 UFO Pumpkin
## 1777 Christmas Ale
## 3100 White
## 1566 Pietra (Amber)
## 2781 The Mad Elf
## 706.1 Blushing Monk
## 1024 Modelo Especial
## 905 Naughty 90
## 2945.1 Red Wheat
## 2767 He'Brew Origin Pomegranate Ale
## 1399 Country Club Malt Liquor
## 3047.1 Pinkus Weizen
## 590 Prior 8
## 2602 Oesterstout
## 80 Blithering Idiot
## 909 Hopnotic India Pale Ale
## 446 Bravo 2017
## 309 John John Dead Guy Ale
## 921 Dead Elephant
## 110 Anvil
## 1103 Shiner Blonde
## 2525 Obsidian Stout
## 3119 Calabaza Blanca
## 64 John Barleycorn Barleywine Ale
## 1579 Red Stallion
## 2633.1 Black Fly Stout
## 359 Creemore Springs UrBock
## 1171 Black Lager (Černé Pivo)
## 1170 Super Bock Stout
## 3012 Dunkler Hirsch Allgäuer Weizen
## 1203 Steinlager
## 1591 Tilquin Faro
## 3156 Samuel Adams Stony Brook Red (Barrel Room Collection)Boston Beer Company (Samuel Adams)
## 733 Orange Blossom Cream Ale
## 3100.1 White
## 1159.1 Fischer Tradition Amber
## 671 Saison-Brett
## 2700 Blackout Stout
## 3121 Mothership Wit
## 2968 Solace
## 2291 Celtic Ale
## 3127 ZÔN
## 2384 Laughing Lab Scottish-Style Ale
## 674 Fantôme Saison
## 2946 Dark Wheat
## 973 Nesher Malt
## 1114 Alpine Glacier Lager
## 849 Gouden Carolus Hopsinjoor
## 949 Gubna
## 1538 Dark Helmet Imperial Schwarzbier
## 606 Brother David's Belgian-style Double Ale
## 2376.1 Kilt Lifter Scottish Style Ale
## 1026 Labatt Blue
## 1001.1 Karnival Kolsch
## 2428 Hogwash
## 681 Opal
## 1885 English Ale
## 2685.1 Ohio City Oatmeal Stout
## 2889.1 The Saints Whisky Beer
## 2590 Tsunami Stout
## 2270 Samuel Adams Brick RedBoston Beer Company (Samuel Adams)
## 1128 Imperial Dortmunder
## 3018 Hefe-Weissbier Naturtrüb
## 1165 Alhambra Negra
## 1253 San Miguel Selecta
## 2466 Red Poppy
## 2646 Three Feet Deep
## 1362 Budweiser Select 55
## 2285 Caffrey's Irish Ale
## 123 Beast Bitter
## 1370 Genny Light
## 969 Nicola Traditional
## 2805 Affligem Noël
## 1493 Aecht Schlenkerla Rauchbier Urbock
## 1709 Molson Exel
## 1550 Vienna Lager
## 162 Cain's Finest Bitter
## 3053 Drunk Monk Hefeweizen
## 2423 Adelscott
## 1381 Beck's Light
## 905.1 Naughty 90
## 153 Geary's Winter Ale
## 989 Samuel Adams East-West KölschBoston Beer Company (Samuel Adams)
## 685 Surette Provision Saison
## 2255.2 Double Rainbow
## 335 Heller Bock Saphir
## 14 Copperhead Ale
## 2102 Black Ball Porter
## 2474 Vichtenaar
## 2433 Festina Pêche
## 54 Barleywine Style Ale
## 1543 Monteith's Black
## 3123 Great White
## 328 Maibock
## 2649 Susquehanna Stout
## 1886 Unfiltered Double Barrel Ale
## 2847 It's Alive!
## 551 Chili Tripel
## 1295 Hacker-Pschorr Edelhell
## 980 Malty
## 1311 Kirin Lager
## 738.1 Grozet
## 2051 Washington's Porter
## 414 Braggot
## 1777.1 Christmas Ale
## 2199 Urthel SamaranthDe Leyerth Brouwerijen (Urthel)
## 578 Grazias
## 367 Chouffe-Bok 6666
## 2926 Eau Benite
## 1808 Red Chair NWPA
## 2685.2 Ohio City Oatmeal Stout
## 868 Hoppy Feet
## 144 Foster's Special Bitter
## 2660 Oatmeal StoutSamuel Smith Old Brewery (Tadcaster)
## 1996 Dead Reckoning Porter
## 2355 Scotch De Silly
## 2962 Blue Star Great American Wheat Beer
## 164 Colonel Blides Cask Ale
## 2935 WRed Wheat
## 248.1 Summer Belgian-Style Blonde Ale
## 2934 Red Bud
## 4 Doppelsticke
## 859 White IPA
## 2396 Olde Ore Dock Scottish Ale
## 231 Tongerlo Blond
## 3064 Franziskaner Weissbier Kristallklar
## 805 A Little Sumpin' Sumpin' Ale
## 2895 Tripel (White)
## 2519 Speedway Stout - Bourbon Barrel-Aged
## 706.2 Blushing Monk
## 2671 Oatmeal Stout
## 104 Fuller's ESB
## 761 Sapporo Draft One
## 2739 Moo Thunder Stout Farmhouse Ale
## 1072 Wisconsin Amber
## 652.1 Jenlain Bière De Noël
## 2835 Faithfull Ale
## 3025 Hefeweizen
## 184 Šamp - Pivní Sekt
## 2791.1 Corsendonk Christmas Ale
## 471 La Petite Mort
## 113 Extra Special Ale (ESA)
## 899 Sweet Child Of Vine
## 2461 Oud Bruin
## 1806 Edward
## 3144 Cable Car
## 1745 Dead Horse Amber Ale
## 2863 King Goblin
## 2286 Scarlet Fire
## 2809 Green Flash Grand Cru
## 3 Long Trail Ale
## 2561 Bad King John
## 2283 Station 33 Firehouse Red
## 1370.1 Genny Light
## 1324 Kirin Premium Draft Beer
## 2415 Hank On Rye
## 2367 Scotch Ale
## 833 Deviant Dale's IPA
## 2108 Chief BlackHawk Porter
## 1665.1 Tuverbol
## 111 Scarlet Lady Ale
## 967 Kvass
## 1517.1 Samuel Adams Black LagerBoston Beer Company (Samuel Adams)
## 1936.1 König Pilsener
## 1179 Bohemia
## 570 Derailed Black Cherry Cream Ale
## 3115 Double White Ale
## 2261 Smithwick's Imported Premium Irish Ale
## 356 Saranac Chocolate Lager
## 827 75 Minute IPA
## 1853 Bière Du Boucanier Red
## 1046 Milwaukee's Best Ice
## 2822 La Chouffe (Blonde)
## 2086 Gonzo - Barrel-Aged
## 3056.2 Schneider Weisse Tap 1 Mein Blondes
## 17.1 Ishmael
## 767 Kirin Nodogoshi
## 2184 Christmas Ale
## 3016 Hefeweissbier
## 2216 Boont Amber Ale
## 2587 Extra Export Stout
## 2074 Rickard's Dark
## 2909.1 Sapient Trip Ale
## 1189 Carlsberg Beer
## 147 Long Haul Session Ale
## 2908 Dulle Teve (Mad Bitch)
## 34.1 Über Alt
## 1095 Mojave Red
## 793 Bison Organic Honey Basil
## 2097 Black Cherry Porter
## 2316.1 Ruthless Rye IPA
## 2929 Winter Session Ale
## 2798 10 Commandments
## 33.1 Moby D
## 2026 Grande Cuvée Porter Baltique
## 1360 Milwaukee's Best Light
## 2795 Oerbier
## 2579 Black
## 2757 Matt
## 1676 Lambik (2 Year Old Unblended)
## 2877 Wizard's Winter Ale
## 2880.1 Extra Special Oak (ESO)
## 74 Druid Fluid
## 2259 Uncle Rusty
## 2047.1 Old Engine Oil Black Ale
## 510 Ring Neck Braun Ale
## 1947.1 Pilsener
## 879 Morimoto Black Obi Soba Ale
## 106 Sawtooth
## 1579.1 Red Stallion
## 2943 Winter Wheat
## 2941.1 Outlaw McCaw
## 710 Black & Blue
## 484 Winter Ale
## 393 Weizenbock
## 227.1 Blond
## 2079 Busted Knuckle Ale
## 2425 Rex Attitude
## 3069 Dancing Trout Ale
## 2813 Moinette Brune
## 2227 5AM Saint
## 2535 Brewhouse Coffee Stout
## 780 Juniper Pale Ale
## 2685.3 Ohio City Oatmeal Stout
## 2208 Three Philosophers - Bourbon Barrel-Aged
## 476 Nut Brown AleSamuel Smith Old Brewery (Tadcaster)
## 1161 Efes Dark
## 1667 Lambiek Oud Beersel
## 1273 Löwenbräu Original
## 1767 Fourth Dementia - Bourbon Barrel-Aged
## 1426.1 Weltenburger Kloster Barock Dunkel
## 425.1 Moose Drool Brown Ale
## 409 Portsmouth Killer B
## 1870.2 Original Pale Ale
## 990 Full Circle
## 2566 March Of The Penguins
## 592.1 Trappist Westvleteren 8 (VIII)Brouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 574 Flagship Ale
## 3003 Schöfferhofer Dunkles Hefeweizen
## 2450 Haandbakk
## 769 Jokki (Jug Nama)
## 2117 Robust Porter
## 3109 Hitachino Nest White Ale
## 1421 Harpoon Dark
## 2282.1 Porterhouse Red
## 2409 Norwegian Wood
## 1128.1 Imperial Dortmunder
## 1832.1 De Koninck APA (Antwaarpse Pale Ale)
## 2516 Dark Truth
## 2251 King Crimson
## 2491 Bourbon County Brand Stout
## 2254 Extra Special Red
## 2153 Ichabod Ale
## 2506 Black Tuesday
## 44 Behemoth
## 2982 Erdinger Weissbier Dunkel
## 2775 Super Kitty
## 1755.1 Thwaites Smooth
## 2021 Smoke
## 2612 Foreign Export Stout
## 379 Schneider Weisse Tap X Mein Nelson Sauvin
## 849.1 Gouden Carolus Hopsinjoor
## 1217 Hite
## 175 Hooky Bitter
## 1754 Summer Ale
## 454.1 Grottenbier
## 1719 Motor City Brewing Ghettoblaster
## 1997.1 Twilight Of The Idols
## 1073 Rickard's Red
## 3125 Grey Lady
## 1120 DAB Original
## 1298.1 Helles Belles
## 238 La Gauloise Blonde
## 2100 Pugsley's Signature Series: Imperial Porter
## 356.1 Saranac Chocolate Lager
## 1637.1 Oude Gueuze Tilquin à L'Ancienne
## 1574 Danish Red Lager
## 2394.1 Scottish Ale
## 729 Raspberry Ale
## 2017 Smuttynose Baltic Porter
## 631.1 Fuego Del Otono, Autumn Fire
## 3121.1 Mothership Wit
## 2393 Lia Fail
## 2236.1 Amber Ale
## 1495 Aecht Schlenkerla Eiche
## 3065.1 Weissbier Kristallklar
## 1822 Orval Trappist Ale
## 2176 Trappistes Rochefort 10
## 2239 Samuel Adams Mighty Oak AleBoston Beer Company (Samuel Adams)
## 791 Bison Organic Gingerbread Ale
## 2147 Pumpkinhead Ale
## 2988 Michelob Dunkel Weisse
## 1018 Pabst Blue Ribbon (PBR)
## 276 Dark Heathen Triple Bock
## 1197.1 Kingfisher Premium Lager
## 2775.1 Super Kitty
## 1349 Natural Light
## 3064.1 Franziskaner Weissbier Kristallklar
## 1728 Floppin' Crappie
## 3016.1 Hefeweissbier
## 2087 Mogli
## 1299 Hummin' Bird
## 1950 Premium Pils
## 2155 Good Gourd Imperial Pumpkin Ale
## 2033.1 Porter
## 728 Blackbeary Wheat
## 1632 Scarenbecca Kriek
## 1479 Atom Smasher
## 802 60 Minute IPA
## 2353 Smuttynose Scotch Style Ale (Big Beer Series)
## 1174 Obolon Oksamytove (Deep Velvet)
## 1630 Strawberry Lambicus
## 1124 Shiner Dortmunder (Spring Ale)
## 103 Old Abominable
## 2750 The Angel's Share - Bourbon Barrel-Aged
## 2368 Bancreagie Peated Scotch Ale
## 2659.1 Breakfast Stout
## 2645 O'Hara's Leann Folláin
## 3188 God Jul
## 3167 Nutcracker Winter Warmer Ale
## 2850 Melange A Trois - Reserve Series Aged In French Oak Chardonnay Barrels
## 565.1 Sunlight Cream Ale
## 1486 Schell's Oktoberfest
## 1728.1 Floppin' Crappie
## 1664 Lambic
## 2276 Irish Red Ale
## 597 Grimbergen Dubbel
## 1776.1 Winter Ale
## 2054 Coffee Porter
## 104.1 Fuller's ESB
## 1308 Asahi Super Dry
## 1118 Dortmunder Gold
## 2954 Berry Weiss
## 680 Avec Les Bons Voeux
## 2062 Geary's London Porter
## 875 Hop Strike Black IPA
## 2191 Judgment Day
## 1994 Cutthroat
## 258 EKU 28
## 1674 Lambiek De Cam
## 1632.1 Scarenbecca Kriek
## 1088 Hudepohl Amber Lager
## 1728.2 Floppin' Crappie
## 672.1 Sorachi Ace
## 2866 Hen's Tooth
## 155 Goliath
## 854 Triomphe Belgian IPA
## 1997.2 Twilight Of The Idols
## 3176 BiFrost
## 2320 Route Des Épices
## 1974 Pecker Wrecker
## 900.2 India Pale Ale
## 2925 Kasteel Tripel
## 2983 Samuel Adams DunkelweizenBoston Beer Company (Samuel Adams)
## 1675 Boon Lambiek
## 104.2 Fuller's ESB
## 1090 Rochester Red
## 1275 Hotter Than Helles Lager
## 1274 Aecht Schlenkerla Helles Lagerbier
## 908 Kennebunkport IPA
## 1891 Chupacabras Pale Ale
## 1049.1 Stroh's
## 180 Malheur Bière Brut (Brut Reserve)
## 2528.1 Mean Old Tom
## 2557 Echigo Stout
## 2841 Lucifer
## 1752 Next Door AleRohrbach Brewing Company (Brewpub)
## 2100.1 Pugsley's Signature Series: Imperial Porter
## 2651.1 La Sang-d'encre
## 1907 Reality Czeck
## 1748 Hop
## 2763 Maple Tripple Ale
## 446.1 Bravo 2017
## 1942 Stiegl Pils
## 1841.1 Cuvée Des Trolls
## 2691 Down 'N Dirty Chocolate Oatmeal Stout
## 1360.1 Milwaukee's Best Light
## 310 Dundee Pale Bock Lager
## 1790.1 Figgy Pudding
## 936.1 Maharaja
## 3015 Portsmouth Dunkelweizen
## 1699 Baltika #0 Non-Alcoholic
## 392 Angry Goat
## 2421 White Birch Tavern Ale
## 1168 Žatec Dark Lager
## 2578 Black Creek Stout
## 249 Pater Lieven Blond
## 2637 Black Cab
## 1452.1 Negra
## 2946.1 Dark Wheat
## 2512 Abraxas
## 2424.1 Rökporter
## 965 Kvas
## 538 Ghost Face Killah
## 332 Früh Bock
## 1509 Deep Purple Rauchbier
## 637 La Goudale
## 677 Anna
## 1847 Witkap Pater Singel / Stimulo
## 1741 Ruby Mild
## 1405 Colt 45 Double Malt Liquor
## 2091 Devil Over A Barrel Bourbon Barrel-Aged Imperial Coffee Oatmeal Porter
## 3129 Orange Avenue Wit
## 298.1 Schorschbock 31%
## 2462 Le Serpent
## 2933 Black Walnut Wheat
## 2441 Berliner Weisse
## 2742 Oatmeal Milk Stout
## 1121 Baltika #7 Export
## 2387 Burning Skye Scottish Style Ale
## 2359 Iron Thistle
## 2097.1 Black Cherry Porter
## 2883 Morocco Ale
## 2637.1 Black Cab
## 2234.2 Amber Ale
## 2396.1 Olde Ore Dock Scottish Ale
## 2101 Pecan Pie Porter
## 2485 Portsmouth Flanders Red - Maude
## 274 Doppelbock Dunkel
## 81 Mother Of All Storms
## 848 Bedlam
## 1238 Bière Du Démon
## 851.2 The Audacity Of Hops
## 2220 Avalanche Amber Ale
## 744.1 Working For Tips
## 2979.1 Hefeweissbier Dunkel
## 382 Plank Bavarian Heller Weizenbock
## 1517.2 Samuel Adams Black LagerBoston Beer Company (Samuel Adams)
## 810 Blind Pig
## 2994 Moosbacher Schwarze Weisse
## 74.1 Druid Fluid
## 182 Krait Prestige
## 1158 St. Pauli Girl Special Dark
## 2947.1 Gumballhead
## 1370.2 Genny Light
## 2914 Bornem Triple
## 1253.1 San Miguel Selecta
## 637.1 La Goudale
## 2252 Ard Ri
## 1694 Clausthaler Golden Amber
## 1686 Kaliber
## 636 Jenlain Ambrée
## 2059 Porter
## 726 Son Of A Peach
## 1741.1 Ruby Mild
## 188 Big Wave Golden Ale
## 718 Blue
## 2922 Damnation Batch 23 (Oak Aged)
## 649 Oxtoberfest
## 2215 Red Seal Ale
## 456 La Rullés Cuvée Meilleurs Voeux (Bière De Gaume)
## 737 Ebulum Elderberry Black Ale
## 1334 Summer Teeth
## 2381 Piper Down
## 541 Fatali Four
## 2032.1 Tsarina Esra
## 34.2 Über Alt
## 2142 Porter, Smoked
## 2810 Gouden Carolus Ambrio
## 304 Dead Guy Ale
## 833.1 Deviant Dale's IPA
## 1977 Whistler Imperial Pils
## 1421.1 Harpoon Dark
## 2332 Salmon Fly Honey Rye
## 2884.1 Otro Mundo Strong Red Ale
## 2433.1 Festina Pêche
## 83 Double Double Barrel Ale
## 3019 Widmer Hefeweizen
## 381 Der Weisse Bock
## 2623 Beamish Irish Stout
## 85 Arctic Devil Barley Wine
## 1892 Stone Mill Organic Pale AleGreen Valley Brewing Company (Crooked Creek)
## 916.2 Southampton Burton IPA
## 1730 Mild At Heart
## 1206.1 Oranjeboom Premium Lager
## 235 Brunehaut Blonde
## 2660.1 Oatmeal StoutSamuel Smith Old Brewery (Tadcaster)
## 1420.2 Beck's Dark
## 871 Pitch Black IPA
## 725 UFO Raspberry Hefeweizen
## 3143 Framboise De Amorosa
## 1010.1 Gateway Kolsch
## 2047.2 Old Engine Oil Black Ale
## 1728.3 Floppin' Crappie
## 2254.1 Extra Special Red
## 1129 Yebisu (Premium)
## 2389.1 Stone's Throw Scottish Ale
## 2812 Leute Bok
## 1257 XO BeerBrasserie des Gabariers (L&L Cognac SA)
## 1508 Smoke Out
## 2195 Straffe Hendrik Quadrupel
## 3009 Dunkle Weizen
## 1972 Hitachino Nest Ancient Nipponia
## 174 St. Patrick's Best
## 332.1 Früh Bock
## 2652 Celebration Stout
## 2274 McIlhenney's Irish Red
## 1560 Saranac Season's Best - Nut Brown Lager
## 2754 Double Dead Guy Ale
## 31 Little Red Cap
## 724 Apricot Wheat
## 982 Brordinskiy Classical Kvass (Бородинский Классический Квас)
## 3090 Wheat Wine
## 274.1 Doppelbock Dunkel
## 1864 Extra Pale Ale
## 1809 Headwaters Pale Ale
## 2660.2 Oatmeal StoutSamuel Smith Old Brewery (Tadcaster)
## 1244 Crest Super Premium Lager
## 1051 Carta Blanca
## 350 Ur-Bock Dunkel
## 1543.1 Monteith's Black
## 2167 The Fear
## 1540 LA-31 Bière Noire
## 1077 Point Classic Amber
## 2654.2 Patio Tools
## 444 Good Humans Ale (Dry Hopped Double Brown Ale)
## 2066 Contorter
## 2860 Yorkshire StingoSamuel Smith Old Brewery (Tadcaster)
## 1065.1 Original Honey Brown Extra Rich Lager (Beer Brewed With Honey)
## 3064.2 Franziskaner Weissbier Kristallklar
## 2905 Samuel Adams New World Tripel (Barrel Room Collection)Boston Beer Company (Samuel Adams)
## 2367.1 Scotch Ale
## 2174 Mother Pumpkin Ale
## 700.1 Raspberry Tart
## 1120.1 DAB Original
## 1067 Vinyl
## 172.1 Camerons Strongarm
## 2494 Bourbon County Brand Coffee Stout
## 2618 Guinness Extra Stout (Original)
## 2388 Blackfriar
## 1344 Bud Light
## 1890 Dundee English-Style Ale
## 1763 Curmudgeon
## 2899 Don De Dieu
## 1773 Adam From The Wood
## 1509.1 Deep Purple Rauchbier
## 3163 Old Man Winter
## 1804 Mirror Pond Pale Ale
## 919 St-Ambroise India Pale Ale
## 2650 Irish Style Stout
## 247 Viven Blond
## 2533 Fuel Cafe (Coffee Flavored Stout)
## 1073.1 Rickard's Red
## 1130 Shiner Fröst
## 1639 Oude Gueuze
## 88 J.W. Lees Harvest Ale (Lagavulin Whisky Cask)J.W. Lees & Co (Brewers) Ltd
## 607 Brune
## 2428.1 Hogwash
## 1018.1 Pabst Blue Ribbon (PBR)
## 2151 Pumpkin Ale
## 1192 Singha
## 1119 Jinx Proof
## 1055 Schlitz (Classic 1960's Formula)JOS. Schlitz Brewing Co. (Pabst)
## 2825 Mischief
## 1174.1 Obolon Oksamytove (Deep Velvet)
## 2313 Roggen
## 1287 Gold Leaf Lager
## 2285.1 Caffrey's Irish Ale
## 1007 Kölsch 151
## 2731 Milk Stout
## 683 Interlude
## 1367 Sankaty Light
## 2662 Shakespeare Oatmeal Stout
## 735 Fraoch Heather Ale
## 2753.1 B-Bomb (Bourbon Abominable Winter Ale)
## 215 Alamo Golden Ale
## 2885 Peculiar
## 620.1 St Martin Brune
## 1485 Fest Märzen Lager
## 2233 Loakal Red
## 2448 Rosso E Marrone
## 1595 Kriek 100% Lambic
## 240.1 Celestial Blonde Ale
## 1961 Kulmbacher Edelherb Premium Pils
## 1820 Goose Green Line Pale Ale
## 1724 Cains Dark Mild
## 2076 Duke Of Winship
## 556 Tri-Pepper PilsenerGreat Dane Pub & Brewing Company (Downtown)
## 1965 Morimoto Imperial Pilsner
## 1114.1 Alpine Glacier Lager
## 2163.1 The Great Pumpkin
## 2088 The Devil Made Me Do It!
## 2459 Chunga's Old Bruin
## 1671 Oude Lambik
## 33.2 Moby D
## 918 Flagship IPA
## 323 Bucking Bock
## 974 Obolon Kwas Chlebowy
## 138 Fuller's London Pride
## 2703 B.O.R.I.S. The Crusher
## 2464 Rodenbach Grand Cru
## 2978 Canebrake
## 893 Blackheart
## 2720 Wake Up Dead
## 2530.1 Aphrodisiaque
## 1319 Siwo
## 1544.1 Miner Mishap
## 2982.1 Erdinger Weissbier Dunkel
## 798.1 Red/White Christmas
## 793.1 Bison Organic Honey Basil
## 61 Barleywine Ale
## 2047.3 Old Engine Oil Black Ale
## 2183 Pannepot
## 1327 Taiwan Beer Draft Beer Only 18 Days
## 1226 Tuborg Premium Lager (Gold / Guld)
## 890 East India Pale Ale
## 691 Bam Noire
## 1121.1 Baltika #7 Export
## 2399 Scottish Ale
## 1497 Aecht Schlenkerla Fastenbier (Lentbeer)
## 823 Titan IPA
## 475 Blind Ambition
## 840 A Little Sumpin' Wild
## 64.1 John Barleycorn Barleywine Ale
## 1992 Vanilla Java Porter (VJP)
## 454.2 Grottenbier
## 235.1 Brunehaut Blonde
## 356.2 Saranac Chocolate Lager
## 80.1 Blithering Idiot
## 6 Sticke
## 2918 Final Absolution Trippel
## 945 Pliny The Younger
## 39 The Detroit Dwarf
## 2637.2 Black Cab
## 1004 Geary's Summer Ale
## 3010.2 Portsmouth Winter Weizen
## 594 Dubbel Ale
## 2163.2 The Great Pumpkin
## 2002 Porter
## 1294 Hacker-Pschorr Münchner Hell
## 2206 Hertog Jan Grand PrestigeArcense Stoombierbouwerij (Hertog Jan Brouwerij)
## 2117.1 Robust Porter
## 517 Dorothy's New World Lager
## 2698 Plead The 5th Imperial Stout
## 369 Aass Bock
## 217.1 Leffe Blonde
## 1122 Dog Days Dortmunder Style Lager
## 2667.1 Java Head Stout
## 1990 Alpha Klaus Christmas (Xmas) Porter
## 2727 Milk Stout
## 27 Lighthouse Amber
## 130 Bleeding Buckeye Red Ale
## 1105 Joe's Premium American Pilsner
## 2687 Stout
## 2035.1 Danzig Baltic Porter
## 514.1 Pub Brown Ale
## 2780 Gulden Draak
## 1546 Herold Bohemian Black Lager
## 1976 Summer Pilsner Fusion
## 889 Commodore Perry
## 402 Weizenbock
## 24.1 Mission Amber
## 1762 Finchcocks Original
## 55.1 Lower De Boom Barleywine
## 2092 Yin & Yang
## 781 Agave Wheat
## 1628.1 Experimental Raspberry
## 1711 Malta India
## 332.2 Früh Bock
## 2687.1 Stout
## 926 Pliny The Elder
## 2486 Tulach Leis
## 1461.1 Hofbräu Oktoberfestbier
## 1622 Oud Beersel Framboise
## 188.1 Big Wave Golden Ale
## 266 Urbock 23°
## 2287 Cherokee Red Ale
## 1876 Ipswich Original Pale Ale
## 1870.3 Original Pale Ale
## 1059 Carib Lager
## 636.1 Jenlain Ambrée
## 2314 Rye Halladay
## 2645.1 O'Hara's Leann Folláin
## 533 Urban People's Common Lager
## 216 Golden Ale
## 1011 Gold Spike Ale
## 228 St. Feuillien Blonde
## 1285 Penn Gold
## 2105.1 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 3163.1 Old Man Winter
## 349 Genesee Spring Bock
## 1775 Cherry Adam From The Wood
## 1558 Schild Brau Amber
## 2279 Danny's Irish Style Red Ale
## 1113 Golden
## 1933 Pilsner
## 3153 Tart Lychee, Tropical Sour
## 2212 Red Rocket Ale
## 478 Turbodog
## 596.1 Corsendonk Pater / Abbey Brown Ale
## 2954.1 Berry Weiss
## 392.1 Angry Goat
## 1021.1 Red Stripe Jamaican Lager
## 2396.2 Olde Ore Dock Scottish Ale
## 331 Southampton May Bock
## 1870.4 Original Pale Ale
## 1246 Efes Extra
## 882 B-Craft Black
## 502 Nut Brown Ale
## 156 McNellie's Pub Ale
## 2847.1 It's Alive!
## 423 Palo Santo Marron
## 1671.1 Oude Lambik
## 1445 León
## 1192.1 Singha
## 2017.1 Smuttynose Baltic Porter
## 1758 Arran Sunset
## 2304 Roggenbier
## 3004 Dunkelweizen
## 144.1 Foster's Special Bitter
## 436 Rocky's Revenge Bourbon Brown
## 218.1 Affligem Blond
## 808 All Day IPA
## 2901 Merry Monks
## 404 DumDuminator
## 370 Stegmaier Brewhouse Bock
## 848.1 Bedlam
## 2504 Imperial Biscotti Break
## 2685.4 Ohio City Oatmeal Stout
## 1810 Fire Rock Pale Ale
## 266.1 Urbock 23°
## 1612 Coolship Red
## 1141 Tegernsee Spezial
## 1927 Scrimshaw Pilsner
## 2257 Bone Warmer Imperial Amber Ale
## 389 Teufel Bock
## 2768 John Henry 3 Lick Spiker Ale
## 2777 Trappistes Rochefort 8
## 1483 OktoberFish
## 770 Asahi Shinnama
## 983.1 Drevlyansky Kvass
## 1382 Pabst Blue Ribbon Light
## 2433.2 Festina Pêche
## 317.1 Narragansett Bock
## 2893 Golden Monkey
## 1347 Michelob Ultra
## 2194 Kasteel Donker
## 259.1 Liberator Doppelbock
## 2997 Weisse Dunkel
## 2174.1 Mother Pumpkin Ale
## 2290 Erik The Red
## 1053 National Bohemian Beer
## 1865.1 Monty Python's Holy Grail Ale
## 1417.1 Negra Modelo
## 1981 Edmund Fitzgerald
## 2867 Riggwelter Yorkshire Ale
## 313 Samichlaus Bier Helles
## 2625 Dry Irish Stout
## 2806 Abbaye Des Rocs [Brasserie Des Rocs Brune]
## 289 Fireman's Brew Brunette Beer
## 1716 Mild Winter
## 706.3 Blushing Monk
## 2995 Leavenworth Boulder Bend Dunkelweizen
## 1501 Göller Rauchbier
## 415.2 White Winter Brackett
## 2591 Malpais Stout
## 1135 Reutberger Export Hell
## 3147.1 Riserva
## 1426.2 Weltenburger Kloster Barock Dunkel
## 2931 Black Wit-O
## 2268 Red Trolley Ale
## 3028.1 Schneider Weisse Tap 4 Wiesen Edel-Weisse
## 1678 Oude Lambik
## 1629 Experimental Cassis
## 1570 Menabrea Ambrata
## 2036 Mørke - Pumpernickel Porter
## 103.1 Old Abominable
## 2828.1 Stille Nacht
## 601 Abbey Dubbel
## 2425.1 Rex Attitude
## 1744 Ossian
## 2748.1 Mélange No. 3
## 571 Cream Ale
## 2106 People's Porter - Barrel-Aged
## 2361 Sheep Shagger Scotch Ale
## 3004.1 Dunkelweizen
## 935 Dreadnaught IPA
## 910 Fuller's India Pale Ale
## 2098 Southampton Imperial Porter
## 3066 Schöfferhofer Kristallweizen
## 1607 Blåbær Lambik
## 2221 CascaZilla
## 1038 Hamm's
## 1594 Framboise
## 532 1888
## 927 Lagunitas Sucks
## 454.3 Grottenbier
## 1569 Oktoberfest
## 1353 Tsingtao Beer
## 764.1 Kirin Enjuku
## 1773.1 Adam From The Wood
## 1868 5 Barrel Pale Ale
## 1238.1 Bière Du Démon
## 586 Maudite
## 1058 Lionshead Pilsner
## 1482.1 Oktoberfest
## 1068 Barking Squirrel Lager
## 279 Doppelbock Grande Cuvée Printemps
## 2098.1 Southampton Imperial Porter
## 2083 Victory At Sea - Coffee And Vanilla
## 2434 1809
## 229 Bink Blond
## 1713 Weisse Alkoholfrei
## 1821 St. Lupulin
## 73 Old Blarney Barleywine
## 125 Magnumus Ete Tomahawkus ESB³
## 1184 Stella Artois
## 2872 Jolly Roger Christmas Ale
## 449.1 Over Ale
## 3143.1 Framboise De Amorosa
## 2643 Stouterik (The Brussels Stout)
## 2089 Dirty Old Man Imperial Rye Porter
## 3084 White Oak
## 853.1 Smuttynose Homunculus (Big Beer Series)
## 2309 Roggenschnizzle
## 1290.1 Rahr's Blonde
## 106.1 Sawtooth
## 386 Eisenbahn Vigorosa (Weizenbock)
## 427 Coffee Bender
## 1860 Organic Pale AleSamuel Smith Old Brewery (Tadcaster)
## 208 Molson Export
## 2243 G'Knight
## 1647 Gueuze Tilquin (Draught Version)
## 1753.2 Snowdonia Ale (Cwrw Eryri)
## 1665.2 Tuverbol
## 1094.1 Stegmaier Amber Lager
## 2215.1 Red Seal Ale
## 1262 Faxe Royal Strong
## 429 Brown Ale
## 509 Traditional Ale
## 1239 Ceres Strong Ale ExportCeres Brewery (Royal Unibrew)
## 1262.1 Faxe Royal Strong
## 765 Helios Goya Dry
## 2131 Double Porter Smoked
## 2423.1 Adelscott
## 1177 Staropramen Granat Beer
## 631.2 Fuego Del Otono, Autumn Fire
## 1267 Hofbräu Original
## 408 Old Danish Braggot
## 114 Foster's Premium Ale
## 2053 Old-Style Porter
## 1235 Faxe Extra Strong
## 720.1 Stiegl Radler (Grapefruit)
## 2946.2 Dark Wheat
## 2685.5 Ohio City Oatmeal Stout
## 1316 Kirin Classic Lager
## 2338 Old Chub - Scottish Style Ale
## 1249 Gordon Finest GoldJohn Martin's (John Martin SA)
## 2667.2 Java Head Stout
## 500 Brown Ale
## 1260 Slavutich Mitzne
## 2678 Earl Coffee Oatmeal Stout
## 811.1 Furious
## 656 Bière De Garde
## 2264 Smithwick's Ale
## 2119 Smoked Porter
## 1689 Buckler Non-Alcoholic Brew
## 2100.2 Pugsley's Signature Series: Imperial Porter
## 2411.1 Charkoota Rye
## 726.1 Son Of A Peach
## 1846 Saranac Belgian Ale
## 3109.1 Hitachino Nest White Ale
## 2093 (512) Whiskey Barrel Aged Double Pecan Porter(512) Brewing Company
## 1924 Prima Pils
## 3073.1 Franconia Kristal-weizen
## 1007.1 Kölsch 151
## 39.1 The Detroit Dwarf
## 1784.1 Winter Warmer
## 25 Hövels Original
## 2609 Bulls Bay Oyster Stout
## 2117.2 Robust Porter
## 1569.1 Oktoberfest
## 1092 Dundee Irish Red Lager
## 2512.1 Abraxas
## 3190 Special Holiday Ale
## 2479 La Roja Du Kriek
## 3087 Gamma Ray
## 2272 Saranac Irish Red Ale
## 1258 Aiko
## 1542 Das Schwarze
## 1738 Gale's Festival Mild
## 2585.1 Best Extra Stout
## 1966.1 Imperial Spruce India Pilsner
## 2251.1 King Crimson
## 1522.1 Howl
## 3055 Baltika #8 Wheat
## 2502 Oak Aged Yeti Imperial Stout
## 1354 Busch Light
## 2305 Roggenbier
## 2422 Simple Malt Double Porter
## 1941 Krombacher Pils
## 1507 Smoky MaryNew Orleans Lager & Ale Brewing Company (NOLA)
## 449.2 Over Ale
## 618 Brother Joseph's Belgian Dubbel
## 1252 Cruzcampo Gran Reserva
## 315 Boss Tom's Golden Bock
## 2212.1 Red Rocket Ale
## 2582 Lion Stout
## 3089 Star Brew-Triple Wheat Ale
## 192 Fireman's #4
## 2387.1 Burning Skye Scottish Style Ale
## 913 Old East India Pale Ale
## 1326 Kirin Brau Meister
## 2995.1 Leavenworth Boulder Bend Dunkelweizen
## 2133.1 Smoked Porter
## 887 Foster
## 2001 New World Porter
## 2018 Shipwreck Porter - Bourbon Barrel-Aged
## 732 Delirium Red
## 1112 Kenzinger
## 2716.1 Sexual Chocolate - Barrel-Aged
## 162.1 Cain's Finest Bitter
## 94 Irish Walker
## 2183.1 Pannepot
## 2636 Guinness Extra Stout (Canada)
## 1004.1 Geary's Summer Ale
## 2359.1 Iron Thistle
## 1029 Landshark Lager
## 2751.1 Fred
## 1156 Heineken Dark Lager
## 970 Kvas Taras (квас тарас)
## 1658.1 Reuss
## 1691.1 Nanny State
## 2925.1 Kasteel Tripel
## 535 Westy
## 1667.1 Lambiek Oud Beersel
## 1894 Heavy Seas - Pale Ale
## 156.1 McNellie's Pub Ale
## 717 Soft Parade
## 1607.1 Blåbær Lambik
## 2939.1 Oktoberfest
## 208.1 Molson Export
## 2198 La Trappe Quadrupel - Oak-Aged
## 3051 Brooklyner Weisse
## 2039 Baltic Porter
## 91 J.W. Lees Harvest Ale (Port Cask)J.W. Lees & Co (Brewers) Ltd
## 762 Kinshachi Nagoya Red Miso Lager
## 1184.1 Stella Artois
## 3090.1 Wheat Wine
## 1892.1 Stone Mill Organic Pale AleGreen Valley Brewing Company (Crooked Creek)
## 107 Harvest Ale
## 978 Danilo Okroshka Kvas
## 235.2 Brunehaut Blonde
## 2668 B.O.R.I.S. Oatmeal Imperial Stout - Barrel-Aged
## 971 Duonos Gira Kvass
## 2888 Old Admiral
## 291 Raspberry Eisbock
## 1642 Boon Oude Geuze Mariage Parfait
## 795 Underlig Jul
## 1952 EKU Pils
## 1824 Redemption
## 2772 Pray For Snow
## 1718 Black CatMoorhouse's Brewery (Burnley) Ltd
## 475.1 Blind Ambition
## 408.1 Old Danish Braggot
## 2772.1 Pray For Snow
## 2943.1 Winter Wheat
## 2961 SummerBright Ale
## 782 Rosée D'Hibiscus
## 3091 Misery
## 562 Summer Solstice
## 1723 Neustadt 10w30
## 1127 Labrador Lager
## 658 Sah'tea
## 2970.1 Blue Moon Spring Blonde Wheat AleCoors Brewing Company (Molson-Coors)
## 791.1 Bison Organic Gingerbread Ale
## 396 Heineken Tarwebok
## 889.1 Commodore Perry
## 1918.1 Creemore Springs Traditional Pilsner
## 944 Arctic Panzer Wolf
## 1050 Grain Belt Premium
## 1780 Ola Dubh Special Reserve 18
## 1872 Scarecrow Ale
## 1582 Tuborg Classic
## 2572 Bonecrusher Stout
## 2902.1 Maredsous 10 - Triple
## 2931.1 Black Wit-O
## 2303 Schremser Roggen Bier
## 303 Black Ice
## 2886 1488 Whisky Beer
## 912 Worthington's White Shield
## 2840 Moinette Blond
## 3115.1 Double White Ale
## 2759 Ale To The Chief
## 353.1 Noche Buena
## 1326.1 Kirin Brau Meister
## 2327 Daymark
## 1445.1 León
## 92 Ridge Runner
## 1484 Oktoberfest
## 2953 Hop Sun (Summer Wheat Beer)
## 1039 Lone Star Beer
## 415.3 White Winter Brackett
## 415.4 White Winter Brackett
## 1749 Golden Pippin Ale
## 1461.2 Hofbräu Oktoberfestbier
## 2065.1 Kennebunkport Porter
## 817 Harvest Ale
## 1742 London Ruby Anglaise
## 2473 Barriquée (Sour Version)
## 2484 Ned
## 850 Dernière Volonté
## 899.1 Sweet Child Of Vine
## 2605 Extra Stout
## 3000 Ramstein Classic
## 2490 KBS (Kentucky Breakfast Stout)
## 1440 Saranac Lake Effect Lager
## 2786 Collaboration Not Litigation Ale
## 602 Bornem Double
## 516 Anchor Steam Beer
## 2786.1 Collaboration Not Litigation Ale
## 1337 Beersel Lager
## 2800.1 Gouden Carolus Classic
## 1643 St. Louis Gueuze Fond Tradition
## 2141 Smoked Porter
## 171 Best Bitter
## 1338 Série Signature Kellerbier
## 1790.2 Figgy Pudding
## 2328 Permagrin
## 216.1 Golden Ale
## 323.1 Bucking Bock
## 1748.1 Hop
## 1677 Jonge Lambiek
## 154 Brakspear Bitter
## 1413 Schlitz Red Bull X. L. Xtra Long Malt LiquorJOS. Schlitz Brewing Co. (Pabst)
## 907 India Pale Ale
## 1662 50 Degrees North-4 Degrees East
## 3124 White
## 894.1 Blind Faith
## 2658 Revelation Stout
## 3197 Frosted Frog Christmas Ale - Barrel-Aged
## 1119.1 Jinx Proof
## 697 Clara Grisette
## 2968.1 Solace
## 2718 Bourbon Barrel Aged Siberian Night Imperial Stout
## 1239.1 Ceres Strong Ale ExportCeres Brewery (Royal Unibrew)
## 2668.1 B.O.R.I.S. Oatmeal Imperial Stout - Barrel-Aged
## 173 HSB (Horndean Special Bitter)
## 717.1 Soft Parade
## 2110 Bobo's Robust Porter
## 2065.2 Kennebunkport Porter
## 1179.1 Bohemia
## 652.2 Jenlain Bière De Noël
## 2862 Geary's Hampshire Special Ale
## 2204 Box Of Chocolate
## 1557 Indio
## 3030 König Ludwig Weiss
## 630.1 Avant Garde
## 574.1 Flagship Ale
## 2172 Spooky Tooth Imperial Pumpkin
## 2540 Captain Stout
## 3093 Vernal
## 1672 Lambik (1 Year Old Unblended)
## 2794 17 Grande Réserve
## 2227.1 5AM Saint
## 2812.1 Leute Bok
## 1370.3 Genny Light
## 1601.1 Kriek
## 3137 Temptation
## 2193 Blasphemy
## 2429 Backyard Ale
## 2579.1 Black
## 2487 Leipziger Gose
## 84.1 Mirror Mirror
## 2382 St. Andrew's Ale
## 2738 72 Imperial Chocolate Cream Stout
## 1120.2 DAB Original
## 231.1 Tongerlo Blond
## 2037 Akevitt
## 699.1 Samuel Adams Cherry WheatBoston Beer Company (Samuel Adams)
## 1537 Sustenance Black Bier
## 3175 Barrel Aged Brrrbon (Brothers' Reserve Series)
## 1476.1 Oktoberfest
## 853.2 Smuttynose Homunculus (Big Beer Series)
## 2235 Believer
## 2634 Dragoon's Irish Dry Stout
## 951 Double Crooked Tree IPA
## 199 True Blonde Ale
## 1729.1 Dark Ale
## 2414 Bar Fly
## 3008 Unertl Weissbier
## 642 Jenlain Blonde
## 2229.1 My Bloody Valentine
## 476.1 Nut Brown AleSamuel Smith Old Brewery (Tadcaster)
## 1065.2 Original Honey Brown Extra Rich Lager (Beer Brewed With Honey)
## 2765 Quilter's Irish Death
## 2839 Grand Cru Winter Reserve
## 1804.1 Mirror Pond Pale Ale
## 1660 Iris
## 2852 Southampton Grand Cru
## 3155 Friek
## 955 Double Sunshine
## 1624 Cherry
## 3194 The First Snow Ale
## 1776.2 Winter Ale
## 2234.3 Amber Ale
## 677.1 Anna
## 2272.1 Saranac Irish Red Ale
## 1519 Shiner Bohemian Black Lager
## 1080 Schell's Dark
## 1034 Narragansett Lager
## 1865.2 Monty Python's Holy Grail Ale
## 663 Summer Sahti
## 2632 Oyster Stout
## 2941.2 Outlaw McCaw
## Style review_appearance
## 2331 Rye Beer 4.137500
## 439 Brown Ale - American 4.083333
## 563 Cream Ale 3.082569
## 286 Bock - Doppelbock 4.041667
## 1452 Lager - Munich Dunkel 3.473684
## 746 Gruit / Ancient Herbed Ale 3.812500
## 3010 Wheat Beer - Dunkelweizen 4.041667
## 2800 Strong Ale - Belgian Dark 4.073795
## 2232 Red Ale - American Amber / Red 3.824742
## 2077 Porter - English 4.050000
## 892 IPA - English 3.903308
## 2335 Rye Beer 4.000000
## 2391 Scottish Ale 3.803030
## 3130 Wheat Beer - Witbier 4.047771
## 1291 Lager - Helles 3.519737
## 662 Farmhouse Ale - Sahti 3.000000
## 195 Blonde Ale - American 3.852601
## 218 Blonde Ale - Belgian 4.015419
## 2789 Strong Ale - Belgian Dark 4.161400
## 2122 Porter - Smoked 4.003906
## 1427 Lager - Munich Dunkel 3.671875
## 1729 Mild Ale - English Dark 3.222222
## 1457 Lager - Märzen / Oktoberfest 3.739968
## 29 Altbier 4.194444
## 2603 Stout - Foreign / Export 3.895349
## 1954 Pilsner - German 3.551948
## 505 Brown Ale - English 3.678261
## 942 IPA - Imperial 4.153409
## 3079 Wheat Beer - Kristallweizen 3.285714
## 811 IPA - American 4.271650
## 2583 Stout - Foreign / Export 3.940000
## 2296 Red Ale - Irish 3.531250
## 2654 Stout - Irish Dry 4.080645
## 275 Bock - Doppelbock 4.032787
## 903 IPA - English 3.801948
## 3132 Wheat Beer - Witbier 3.648551
## 2049 Porter - English 3.979681
## 415 Braggot 3.750000
## 1219 Lager - European Pale 3.237288
## 1245 Lager - European Strong 2.987500
## 3041 Wheat Beer - Hefeweizen 3.868421
## 2880 Strong Ale - English 4.000000
## 838 IPA - American 3.921275
## 2 Altbier 3.846154
## 26 Altbier 3.625000
## 2829 Strong Ale - Belgian Pale 3.851667
## 1291.1 Lager - Helles 3.519737
## 2080 Porter - English 4.014706
## 89 Barleywine - English 4.070000
## 983 Kvass 3.500000
## 24 Altbier 3.735294
## 514 Brown Ale - English 3.668224
## 2753 Strong Ale - American 4.000000
## 1461 Lager - Märzen / Oktoberfest 3.347007
## 248 Blonde Ale - Belgian 3.352941
## 2363 Scotch Ale / Wee Heavy 3.708333
## 226 Blonde Ale - Belgian 3.920000
## 3014 Wheat Beer - Dunkelweizen 2.983333
## 1425 Lager - Munich Dunkel 3.928571
## 1160 Lager - European Dark 4.153153
## 2033 Porter - Baltic 3.541667
## 3145 Wild Ale 3.846154
## 1290 Lager - Helles 3.750000
## 946 IPA - Imperial 4.113680
## 33 Altbier 4.136364
## 1870 Pale Ale - English 3.214559
## 449 Brown Ale - American 3.940594
## 603 Dubbel 3.981132
## 3107 Wheat Beer - Witbier 4.030596
## 1637 Lambic - Gueuze 4.048387
## 534 California Common / Steam Beer 3.833333
## 306 Bock - Maibock 3.548485
## 2385 Scottish Ale 4.021739
## 786 Herb and Spice Beer 3.479839
## 1683 Lambic - Traditional 3.750000
## 842 IPA - Belgian 4.121542
## 448 Brown Ale - American 3.765625
## 1420 Lager - Munich Dunkel 3.369205
## 132 Bitter - English Extra Special / Strong Bitter (ESB) 4.500000
## 441 Brown Ale - American 3.557692
## 553 Chile Beer 3.012821
## 2667 Stout - Oatmeal 4.031068
## 1691 Low Alcohol Beer 3.775862
## 3146 Wild Ale 4.378788
## 2471 Sour - Flanders Red Ale 4.120370
## 240 Blonde Ale - Belgian 3.750000
## 928 IPA - Imperial 4.029799
## 900 IPA - English 4.097756
## 998 Kölsch 4.111111
## 3010.1 Wheat Beer - Dunkelweizen 4.041667
## 2400 Scottish Ale 3.600000
## 630 Farmhouse Ale - Bière de Garde 3.900000
## 744 Gruit / Ancient Herbed Ale 3.911765
## 2443 Sour - Flanders Oud Bruin 4.065246
## 2659 Stout - Oatmeal 4.364508
## 860 IPA - Belgian 3.960000
## 2792 Strong Ale - Belgian Dark 4.206667
## 49 Barleywine - American 3.980392
## 1482 Lager - Märzen / Oktoberfest 3.721154
## 727 Fruit and Field Beer 3.750000
## 2318 Rye Beer 4.167939
## 3047 Wheat Beer - Hefeweizen 3.604265
## 2751 Strong Ale - American 4.168547
## 2585 Stout - Foreign / Export 3.905292
## 2453 Sour - Flanders Oud Bruin 3.630719
## 1832 Pale Ale - Belgian 3.676349
## 3138 Wild Ale 4.130682
## 3073 Wheat Beer - Kristallweizen 3.750000
## 662.1 Farmhouse Ale - Sahti 3.000000
## 2140 Porter - Smoked 4.055556
## 643 Farmhouse Ale - Bière de Garde 3.948276
## 567 Cream Ale 2.960993
## 2411 Smoked Beer 3.731818
## 2056 Porter - English 3.526210
## 133 Bitter - English Extra Special / Strong Bitter (ESB) 3.919192
## 2229 Red Ale - American Amber / Red 4.102273
## 2032 Porter - Baltic 3.833333
## 1420.1 Lager - Munich Dunkel 3.369205
## 1296 Lager - Helles 3.872881
## 1544 Lager - Schwarzbier 3.711765
## 1102 Lager - American 3.344595
## 2392 Scottish Ale 3.642857
## 134 Bitter - English Extra Special / Strong Bitter (ESB) 4.068182
## 2651 Stout - Irish Dry 3.800000
## 626 Farmhouse Ale - Bière de Garde 4.190053
## 3183 Winter Warmer 3.733645
## 764 Happoshu 3.333333
## 227 Blonde Ale - Belgian 3.941489
## 936 IPA - Imperial 4.200324
## 870 IPA - Black / Cascadian Dark Ale 4.131263
## 2654.1 Stout - Irish Dry 4.080645
## 1628 Lambic - Fruit 3.392857
## 851 IPA - Belgian 4.085366
## 1474 Lager - Märzen / Oktoberfest 3.300000
## 3180 Winter Warmer 3.782178
## 1111 Lager - American 3.065789
## 1106 Lager - American 3.120690
## 2282 Red Ale - Irish 3.947917
## 774 Happoshu 3.000000
## 2255 Red Ale - Imperial 3.100000
## 2992 Wheat Beer - Dunkelweizen 4.000000
## 1395 Lager - Malt Liquor 2.742424
## 1433 Lager - Munich Dunkel 4.250000
## 2058 Porter - English 3.642857
## 2139 Porter - Smoked 4.000000
## 600 Dubbel 3.885563
## 916 IPA - English 3.888889
## 3177 Winter Warmer 3.885057
## 1293 Lager - Helles 3.423077
## 2281 Red Ale - Irish 3.635417
## 2586 Stout - Foreign / Export 3.613115
## 2842 Strong Ale - Belgian Pale 4.094937
## 1870.1 Pale Ale - English 3.214559
## 738 Gruit / Ancient Herbed Ale 3.404531
## 797 Herb and Spice Beer 3.500000
## 1284 Lager - Helles 3.307692
## 1549 Lager - Vienna 3.279326
## 2105 Porter - Robust 2.500000
## 931 IPA - Imperial 4.174785
## 3085 Wheat Beer - Wheatwine 4.000000
## 1665 Lambic - Traditional 3.923913
## 1340 Lager - Kellerbier / Zwickelbier 3.928571
## 1841 Pale Ale - Belgian 3.481928
## 900.1 IPA - English 4.097756
## 17 Altbier 3.914286
## 2714 Stout - Russian Imperial 4.295630
## 2979 Wheat Beer - Dunkelweizen 4.211316
## 10 Altbier 3.528571
## 2316 Rye Beer 4.110000
## 609 Dubbel 3.793750
## 587 Dubbel 4.253558
## 2095 Porter - Imperial 4.353659
## 779 Herb and Spice Beer 3.461905
## 1480 Lager - Märzen / Oktoberfest 3.692857
## 892.1 IPA - English 3.903308
## 473 Brown Ale - Belgian Dark 3.833333
## 495 Brown Ale - English 3.818182
## 1918 Pilsner - Bohemian / Czech 3.619403
## 824 IPA - American 4.157895
## 1083 Lager - American Amber / Red 3.645631
## 1502 Lager - Rauchbier 3.304688
## 1602 Lambic - Fruit 4.087838
## 1001 Kölsch 3.896552
## 1335 Lager - Kellerbier / Zwickelbier 3.495283
## 1789 Old Ale 3.798611
## 693 Farmhouse Ale - Saison 3.963203
## 1795 Old Ale 3.800000
## 411 Braggot 3.815789
## 2389 Scottish Ale 3.750000
## 1065 Lager - American Amber / Red 3.141871
## 2902 Tripel 4.116883
## 2685 Stout - Oatmeal 4.125000
## 2511 Stout - American Imperial 4.247758
## 3150 Wild Ale 4.035714
## 1865 Pale Ale - English 3.673469
## 2376 Scottish Ale 3.686207
## 2801 Strong Ale - Belgian Dark 4.050360
## 298 Bock - Eisbock 4.000000
## 172 Bitter - English 3.898305
## 1089 Lager - American Amber / Red 3.250000
## 12 Altbier 4.333333
## 2528 Stout - American 3.966667
## 993 Kölsch 3.741935
## 1755 Mild Ale - English Pale 3.666667
## 1206 Lager - European Pale 3.086331
## 2936 Wheat Beer - American Dark 4.000000
## 1255 Lager - European Strong 3.291667
## 2299 Rye Beer - Roggenbier 4.071429
## 2987 Wheat Beer - Dunkelweizen 3.969697
## 1332 Lager - Kellerbier / Zwickelbier 3.808176
## 2832 Strong Ale - Belgian Pale 4.019553
## 592 Dubbel 4.415842
## 2910 Tripel 3.882653
## 2770 Strong Ale - American 3.833333
## 151 Bitter - English 3.878788
## 3152 Wild Ale 4.000000
## 3118 Wheat Beer - Witbier 3.815789
## 2424 Smoked Beer 3.958333
## 2234 Red Ale - American Amber / Red 3.771429
## 2689 Stout - Oatmeal 3.984375
## 2022 Porter - Baltic 4.339442
## 273 Bock - Doppelbock 3.760417
## 1874 Pale Ale - English 3.730594
## 1830 Pale Ale - Belgian 3.693015
## 1243 Lager - European Strong 3.140000
## 1580 Lager - Vienna 3.371795
## 2884 Strong Ale - English 3.451613
## 1298 Lager - Helles 4.000000
## 798 Herb and Spice Beer 4.308824
## 743 Gruit / Ancient Herbed Ale 3.475000
## 2766 Strong Ale - American 3.801282
## 2549 Stout - American 4.055556
## 1915 Pilsner - Bohemian / Czech 2.875000
## 1869 Pale Ale - English 3.489418
## 2792.1 Strong Ale - Belgian Dark 4.206667
## 55 Barleywine - American 3.785714
## 1517 Lager - Schwarzbier 3.890228
## 1727 Mild Ale - English Dark 3.619048
## 1414 Lager - Malt Liquor 3.035714
## 1441 Lager - Munich Dunkel 3.886364
## 2524 Stout - American 4.320166
## 853 IPA - Belgian 3.827586
## 241 Blonde Ale - Belgian 3.572917
## 1826 Pale Ale - Belgian 3.618329
## 1159 Lager - European Dark 3.451673
## 1047 Lager - Adjunct 2.905882
## 1784 Old Ale 3.822464
## 1943 Pilsner - German 3.958333
## 1991 Porter - American 3.790070
## 665 Farmhouse Ale - Sahti 4.000000
## 894 IPA - English 3.848730
## 1608 Lambic - Fruit 3.682796
## 1476 Lager - Märzen / Oktoberfest 3.727459
## 1986 Porter - American 4.047214
## 646 Farmhouse Ale - Bière de Garde 3.819444
## 2556 Stout - English 3.894737
## 133.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.919192
## 2748 Strong Ale - American 4.063636
## 2909 Tripel 3.686170
## 1753 Mild Ale - English Pale 3.250000
## 1210 Lager - European Pale 3.154930
## 1422 Lager - Munich Dunkel 3.673203
## 1401 Lager - Malt Liquor 3.232143
## 278 Bock - Doppelbock 3.764045
## 1079 Lager - American Amber / Red 3.779070
## 1936 Pilsner - German 3.698198
## 346 Bock - Traditional 4.000000
## 2938 Wheat Beer - American Dark 3.958333
## 2467 Sour - Flanders Red Ale 4.024465
## 2371 Scottish Ale 3.797647
## 851.1 IPA - Belgian 4.085366
## 1426 Lager - Munich Dunkel 3.926471
## 1966 Pilsner - Imperial 4.033613
## 190 Blonde Ale - American 3.079710
## 3181 Winter Warmer 4.023810
## 2366 Scotch Ale / Wee Heavy 3.891667
## 1197 Lager - European Pale 2.902821
## 1735 Mild Ale - English Dark 3.818182
## 2047 Porter - English 4.099248
## 2985 Wheat Beer - Dunkelweizen 3.989316
## 1592 Lambic - Faro 3.000000
## 259 Bock - Doppelbock 4.236842
## 2065 Porter - English 3.500000
## 3065 Wheat Beer - Kristallweizen 3.653846
## 699 Fruit and Field Beer 3.514002
## 801 IPA - American 4.000000
## 2666 Stout - Oatmeal 3.926916
## 2394 Scottish Ale 3.784884
## 565 Cream Ale 3.718182
## 553.1 Chile Beer 3.012821
## 2695 Stout - Russian Imperial 4.375000
## 670 Farmhouse Ale - Saison 4.263900
## 1521 Lager - Schwarzbier 3.813076
## 1909 Pilsner - Bohemian / Czech 3.308824
## 672 Farmhouse Ale - Saison 4.146505
## 2299.1 Rye Beer - Roggenbier 4.071429
## 454 Brown Ale - Belgian Dark 4.041262
## 2807 Strong Ale - Belgian Dark 4.242775
## 2984 Wheat Beer - Dunkelweizen 3.996212
## 1511 Lager - Rauchbier 3.875000
## 442 Brown Ale - American 3.691824
## 2238 Red Ale - American Amber / Red 3.500000
## 161 Bitter - English 3.923077
## 187 Blonde Ale - American 3.917883
## 2255.1 Red Ale - Imperial 3.100000
## 2764 Strong Ale - American 4.170530
## 2200 Quadrupel (Quad) 4.123077
## 1021 Lager - Adjunct 2.992729
## 2711 Stout - Russian Imperial 3.719649
## 1429 Lager - Munich Dunkel 3.590909
## 706 Fruit and Field Beer 4.197270
## 1703 Low Alcohol Beer 3.500000
## 2547 Stout - American 3.960000
## 224 Blonde Ale - Belgian 3.820144
## 2140.1 Porter - Smoked 4.055556
## 2537 Stout - American 3.836032
## 2532 Stout - American 3.947658
## 1649 Lambic - Gueuze 3.615385
## 2121 Porter - Smoked 3.805970
## 3022 Wheat Beer - Hefeweizen 3.914530
## 1123 Lager - European / Dortmunder Export 2.933071
## 366 Bock - Traditional 3.916667
## 2041 Porter - Baltic 4.028986
## 1658 Lambic - Gueuze 3.250000
## 2769 Strong Ale - American 3.875000
## 1661 Lambic - Traditional 3.744856
## 1947 Pilsner - German 3.500000
## 824.1 IPA - American 4.157895
## 1094 Lager - American Amber / Red 3.603175
## 1597 Lambic - Fruit 4.282369
## 1696 Low Alcohol Beer 2.661290
## 3095 Wheat Beer - Wheatwine 4.105263
## 3028 Wheat Beer - Hefeweizen 3.914557
## 2970 Wheat Beer - American Pale 2.811475
## 100 Barleywine - English 4.177632
## 2164 Pumpkin Beer 3.454545
## 439.1 Brown Ale - American 4.083333
## 1879 Pale Ale - English 3.751634
## 1359 Lager - Light 2.701493
## 105 Bitter - English Extra Special / Strong Bitter (ESB) 3.813594
## 2945 Wheat Beer - American Dark 3.666667
## 554 Chile Beer 3.300000
## 2488 Sour - Gose 3.855263
## 281 Bock - Doppelbock 3.848684
## 1884 Pale Ale - English 3.693676
## 676 Farmhouse Ale - Saison 3.808989
## 214 Blonde Ale - American 3.937500
## 3147 Wild Ale 3.769406
## 2427 Smoked Beer 4.000000
## 2808 Strong Ale - Belgian Dark 4.042553
## 9 Altbier 4.043478
## 2752 Strong Ale - American 4.114243
## 2836 Strong Ale - Belgian Pale 3.556213
## 1997 Porter - American 4.244898
## 631 Farmhouse Ale - Bière de Garde 4.205128
## 1790 Old Ale 3.970588
## 624 Dubbel 3.656250
## 3056 Wheat Beer - Hefeweizen 3.833333
## 1993 Porter - American 3.909563
## 411.1 Braggot 3.815789
## 2900 Tripel 4.159847
## 2517 Stout - American Imperial 4.251745
## 1271 Lager - Helles 3.629353
## 2438 Sour - Berliner Weisse 3.686047
## 1442 Lager - Munich Dunkel 4.156250
## 1625 Lambic - Fruit 3.845000
## 925 IPA - Imperial 4.192097
## 3177.1 Winter Warmer 3.885057
## 660 Farmhouse Ale - Sahti 2.937500
## 441.1 Brown Ale - American 3.557692
## 2589 Stout - Foreign / Export 3.730769
## 84 Barleywine - English 4.117794
## 2048 Porter - English 4.125523
## 2716 Stout - Russian Imperial 4.253676
## 635 Farmhouse Ale - Bière de Garde 3.950617
## 719 Fruit and Field Beer 3.421839
## 420 Brett Beer 4.110638
## 1494 Lager - Rauchbier 4.222222
## 1023 Lager - Adjunct 2.757862
## 301 Bock - Eisbock 3.875000
## 2196 Quadrupel (Quad) 3.842912
## 1448 Lager - Munich Dunkel 4.500000
## 1194 Lager - European Pale 3.712838
## 2234.1 Red Ale - American Amber / Red 3.771429
## 720 Fruit and Field Beer 3.500000
## 2897 Tripel 4.163295
## 2470 Sour - Flanders Red Ale 3.945652
## 954 IPA - Imperial 4.174825
## 2410 Smoked Beer 3.801205
## 2889 Strong Ale - English 3.375000
## 1979 Pilsner - Imperial 3.300000
## 1010 Kölsch 3.689189
## 1423 Lager - Munich Dunkel 3.716216
## 1223 Lager - European Pale 3.043478
## 920 IPA - English 3.722222
## 2764.1 Strong Ale - American 4.170530
## 1789.1 Old Ale 3.798611
## 1045 Lager - Adjunct 2.864943
## 659 Farmhouse Ale - Sahti 3.987500
## 1049 Lager - Adjunct 2.900524
## 916.1 IPA - English 3.888889
## 2404 Scottish Ale 3.911765
## 2470.1 Sour - Flanders Red Ale 3.945652
## 1183 Lager - European Dark 3.394737
## 2417 Smoked Beer 3.977273
## 2874 Strong Ale - English 3.625000
## 2163 Pumpkin Beer 3.904255
## 351 Bock - Traditional 4.256944
## 2749 Strong Ale - American 3.992188
## 2236 Red Ale - American Amber / Red 3.470760
## 432 Brown Ale - American 3.900000
## 1592.1 Lambic - Faro 3.000000
## 1869.1 Pale Ale - English 3.489418
## 742 Gruit / Ancient Herbed Ale 3.902439
## 1551 Lager - Vienna 3.700000
## 700 Fruit and Field Beer 4.124648
## 2947 Wheat Beer - American Pale 3.941248
## 1601 Lambic - Fruit 4.031847
## 2377 Scottish Ale 3.594276
## 2674 Stout - Oatmeal 4.143498
## 2828 Strong Ale - Belgian Pale 3.970917
## 2530 Stout - American 4.142045
## 881 IPA - Black / Cascadian Dark Ale 4.000000
## 2177 Quadrupel (Quad) 4.166370
## 1081 Lager - American Amber / Red 3.661905
## 1641 Lambic - Gueuze 4.176407
## 1911 Pilsner - Bohemian / Czech 3.710526
## 2413 Smoked Beer 4.275000
## 2405 Smoked Beer 3.975962
## 2197 Quadrupel (Quad) 3.731076
## 1155 Lager - European Dark 3.653465
## 66 Barleywine - American 3.845238
## 2960 Wheat Beer - American Pale 3.428826
## 2133 Porter - Smoked 3.933333
## 2482 Sour - Flanders Red Ale 3.300000
## 243 Blonde Ale - Belgian 3.533333
## 1880 Pale Ale - English 3.890351
## 803 IPA - American 4.170527
## 2403 Scottish Ale 3.700000
## 3180.1 Winter Warmer 3.782178
## 186 Blonde Ale - American 3.824121
## 815 IPA - American 4.051102
## 353 Bock - Traditional 3.700000
## 1107 Lager - American 3.250000
## 1553 Lager - Vienna 3.157303
## 1527 Lager - Schwarzbier 3.615108
## 2791 Strong Ale - Belgian Dark 4.185300
## 2815 Strong Ale - Belgian Dark 4.136986
## 1532 Lager - Schwarzbier 3.806452
## 1753.1 Mild Ale - English Pale 3.250000
## 1417 Lager - Munich Dunkel 3.442399
## 1571 Lager - Vienna 3.242647
## 2941 Wheat Beer - American Dark 4.000000
## 1186 Lager - European Pale 3.392857
## 522 California Common / Steam Beer 3.888889
## 652 Farmhouse Ale - Bière de Garde 3.787879
## 472 Brown Ale - Belgian Dark 3.666667
## 614 Dubbel 3.910864
## 2952 Wheat Beer - American Pale 3.578203
## 1505 Lager - Rauchbier 3.892857
## 2633 Stout - Irish Dry 4.002732
## 598 Dubbel 3.934722
## 1597.1 Lambic - Fruit 4.282369
## 246 Blonde Ale - Belgian 3.558824
## 2378 Scottish Ale 3.811203
## 1341 Lager - Kellerbier / Zwickelbier 3.871795
## 1857 Pale Ale - English 3.858124
## 2281.1 Red Ale - Irish 3.635417
## 1261 Lager - European Strong 3.225000
## 447 Brown Ale - American 3.994208
## 2939 Wheat Beer - American Dark 3.200000
## 620 Dubbel 3.742647
## 1227 Lager - European Strong 3.114815
## 2400.1 Scottish Ale 3.600000
## 217 Blonde Ale - Belgian 3.790812
## 904 IPA - English 3.660088
## 34 Altbier 3.866667
## 2621 Stout - Irish Dry 4.106481
## 940 IPA - Imperial 4.247780
## 2035 Porter - Baltic 3.500000
## 2593 Stout - Foreign / Export 4.113139
## 425 Brown Ale - American 3.803050
## 317 Bock - Maibock 4.150943
## 2358 Scotch Ale / Wee Heavy 4.250000
## 1776 Old Ale 3.612211
## 2981 Wheat Beer - Dunkelweizen 3.942436
## 2069 Porter - English 3.858779
## 415.1 Braggot 3.750000
## 1148 Lager - European / Dortmunder Export 3.481481
## 3056.1 Wheat Beer - Hefeweizen 3.833333
## 1917 Pilsner - Bohemian / Czech 3.892857
## 1522 Lager - Schwarzbier 3.829457
## 596 Dubbel 4.116788
## 2159 Pumpkin Beer 3.710938
## 1777 Old Ale 3.750000
## 3100 Wheat Beer - Witbier 4.029049
## 1566 Lager - Vienna 3.500000
## 2781 Strong Ale - Belgian Dark 3.836158
## 706.1 Fruit and Field Beer 4.197270
## 1024 Lager - Adjunct 2.912162
## 905 IPA - English 4.625000
## 2945.1 Wheat Beer - American Dark 3.666667
## 2767 Strong Ale - American 3.793427
## 1399 Lager - Malt Liquor 2.864865
## 3047.1 Wheat Beer - Hefeweizen 3.604265
## 590 Dubbel 4.170690
## 2602 Stout - Foreign / Export 3.869565
## 80 Barleywine - English 3.777476
## 909 IPA - English 3.548387
## 446 Brown Ale - American 4.062500
## 309 Bock - Maibock 3.876953
## 921 IPA - English 3.738095
## 110 Bitter - English Extra Special / Strong Bitter (ESB) 3.982213
## 1103 Lager - American 2.913306
## 2525 Stout - American 4.304768
## 3119 Wheat Beer - Witbier 3.996063
## 64 Barleywine - American 3.756369
## 1579 Lager - Vienna 3.687500
## 2633.1 Stout - Irish Dry 4.002732
## 359 Bock - Traditional 3.647436
## 1171 Lager - European Dark 3.916667
## 1170 Lager - European Dark 3.461538
## 3012 Wheat Beer - Dunkelweizen 3.458333
## 1203 Lager - European Pale 3.098592
## 1591 Lambic - Faro 3.000000
## 3156 Wild Ale 3.886139
## 733 Fruit and Field Beer 3.013514
## 3100.1 Wheat Beer - Witbier 4.029049
## 1159.1 Lager - European Dark 3.451673
## 671 Farmhouse Ale - Saison 4.377483
## 2700 Stout - Russian Imperial 4.144201
## 3121 Wheat Beer - Witbier 3.554545
## 2968 Wheat Beer - American Pale 3.533333
## 2291 Red Ale - Irish 3.791667
## 3127 Wheat Beer - Witbier 3.507212
## 2384 Scottish Ale 3.678571
## 674 Farmhouse Ale - Saison 4.183140
## 2946 Wheat Beer - American Dark 3.250000
## 973 Kvass 3.250000
## 1114 Lager - American 3.359281
## 849 IPA - Belgian 4.278547
## 949 IPA - Imperial 3.950216
## 1538 Lager - Schwarzbier 3.785714
## 606 Dubbel 3.638340
## 2376.1 Scottish Ale 3.686207
## 1026 Lager - Adjunct 2.690280
## 1001.1 Kölsch 3.896552
## 2428 Smoked Beer 4.000000
## 681 Farmhouse Ale - Saison 4.375000
## 1885 Pale Ale - English 3.543182
## 2685.1 Stout - Oatmeal 4.125000
## 2889.1 Strong Ale - English 3.375000
## 2590 Stout - Foreign / Export 4.277778
## 2270 Red Ale - Irish 3.857143
## 1128 Lager - European / Dortmunder Export 3.963068
## 3018 Wheat Beer - Hefeweizen 4.121053
## 1165 Lager - European Dark 3.658537
## 1253 Lager - European Strong 3.500000
## 2466 Sour - Flanders Red Ale 3.535714
## 2646 Stout - Irish Dry 3.925234
## 1362 Lager - Light 2.240566
## 2285 Red Ale - Irish 3.796703
## 123 Bitter - English Extra Special / Strong Bitter (ESB) 3.927711
## 1370 Lager - Light 2.625000
## 969 Kvass 3.350000
## 2805 Strong Ale - Belgian Dark 4.101613
## 1493 Lager - Rauchbier 4.056620
## 1709 Low Alcohol Beer 3.055556
## 1550 Lager - Vienna 4.000000
## 162 Bitter - English 3.666667
## 3053 Wheat Beer - Hefeweizen 4.054348
## 2423 Smoked Beer 3.236111
## 1381 Lager - Light 2.390625
## 905.1 IPA - English 4.625000
## 153 Bitter - English 3.600000
## 989 Kölsch 3.716867
## 685 Farmhouse Ale - Saison 4.000000
## 2255.2 Red Ale - Imperial 3.100000
## 335 Bock - Maibock 3.870370
## 14 Altbier 3.541667
## 2102 Porter - Imperial 4.333333
## 2474 Sour - Flanders Red Ale 3.997475
## 2433 Sour - Berliner Weisse 3.510129
## 54 Barleywine - American 4.101719
## 1543 Lager - Schwarzbier 3.666667
## 3123 Wheat Beer - Witbier 3.312281
## 328 Bock - Maibock 3.458333
## 2649 Stout - Irish Dry 3.956897
## 1886 Pale Ale - English 4.062500
## 2847 Strong Ale - Belgian Pale 3.944444
## 551 Chile Beer 3.857143
## 1295 Lager - Helles 3.585271
## 980 Kvass 3.500000
## 1311 Lager - Japanese Rice 2.523810
## 738.1 Gruit / Ancient Herbed Ale 3.404531
## 2051 Porter - English 3.891304
## 414 Braggot 4.100000
## 1777.1 Old Ale 3.750000
## 2199 Quadrupel (Quad) 4.035714
## 578 Cream Ale 3.583333
## 367 Bock - Traditional 3.962963
## 2926 Tripel 3.940000
## 1808 Pale Ale - American 4.046460
## 2685.2 Stout - Oatmeal 4.125000
## 868 IPA - Black / Cascadian Dark Ale 4.124016
## 144 Bitter - English 3.451923
## 2660 Stout - Oatmeal 4.250864
## 1996 Porter - American 3.940239
## 2355 Scotch Ale / Wee Heavy 3.936508
## 2962 Wheat Beer - American Pale 3.554152
## 164 Bitter - English 3.829545
## 2935 Wheat Beer - American Dark 3.421053
## 248.1 Blonde Ale - Belgian 3.352941
## 2934 Wheat Beer - American Dark 3.750000
## 4 Altbier 4.033967
## 859 IPA - Belgian 3.875000
## 2396 Scottish Ale 3.615385
## 231 Blonde Ale - Belgian 3.700000
## 3064 Wheat Beer - Kristallweizen 3.836842
## 805 IPA - American 3.995882
## 2895 Tripel 4.165284
## 2519 Stout - American Imperial 4.326291
## 706.2 Fruit and Field Beer 4.197270
## 2671 Stout - Oatmeal 4.402778
## 104 Bitter - English Extra Special / Strong Bitter (ESB) 4.001216
## 761 Happoshu 1.857143
## 2739 Stout - Sweet / Milk 3.673835
## 1072 Lager - American Amber / Red 3.728395
## 652.1 Farmhouse Ale - Bière de Garde 3.787879
## 2835 Strong Ale - Belgian Pale 3.632143
## 3025 Wheat Beer - Hefeweizen 4.166667
## 184 Bière de Champagne / Bière Brut 4.250000
## 2791.1 Strong Ale - Belgian Dark 4.185300
## 471 Brown Ale - Belgian Dark 4.000000
## 113 Bitter - English Extra Special / Strong Bitter (ESB) 3.888664
## 899 IPA - English 3.693182
## 2461 Sour - Flanders Oud Bruin 3.771429
## 1806 Pale Ale - American 4.115044
## 3144 Wild Ale 4.164740
## 1745 Mild Ale - English Pale 3.314815
## 2863 Strong Ale - English 3.975610
## 2286 Red Ale - Irish 3.500000
## 2809 Strong Ale - Belgian Dark 3.893701
## 3 Altbier 3.667109
## 2561 Stout - English 3.792683
## 2283 Red Ale - Irish 3.705882
## 1370.1 Lager - Light 2.625000
## 1324 Lager - Japanese Rice 3.250000
## 2415 Smoked Beer 3.806122
## 2367 Scotch Ale / Wee Heavy 3.674528
## 833 IPA - American 3.812500
## 2108 Porter - Robust 3.986301
## 1665.1 Lambic - Traditional 3.923913
## 111 Bitter - English Extra Special / Strong Bitter (ESB) 3.770083
## 967 Kvass 3.875000
## 1517.1 Lager - Schwarzbier 3.890228
## 1936.1 Pilsner - German 3.698198
## 1179 Lager - European Dark 3.727273
## 570 Cream Ale 3.428571
## 3115 Wheat Beer - Witbier 3.936860
## 2261 Red Ale - Irish 3.827169
## 356 Bock - Traditional 3.394737
## 827 IPA - American 4.053191
## 1853 Pale Ale - Belgian 3.783654
## 1046 Lager - Adjunct 2.597143
## 2822 Strong Ale - Belgian Pale 4.138562
## 2086 Porter - Imperial 4.000000
## 3056.2 Wheat Beer - Hefeweizen 3.833333
## 17.1 Altbier 3.914286
## 767 Happoshu 3.500000
## 2184 Quadrupel (Quad) 4.225055
## 3016 Wheat Beer - Hefeweizen 4.380363
## 2216 Red Ale - American Amber / Red 3.894105
## 2587 Stout - Foreign / Export 4.106354
## 2074 Porter - English 3.135135
## 2909.1 Tripel 3.686170
## 1189 Lager - European Pale 3.152838
## 147 Bitter - English 3.784722
## 2908 Tripel 4.181586
## 34.1 Altbier 3.866667
## 1095 Lager - American Amber / Red 3.172414
## 793 Herb and Spice Beer 3.625000
## 2097 Porter - Imperial 4.400000
## 2316.1 Rye Beer 4.110000
## 2929 Wheat Beer - American Dark 3.772727
## 2798 Strong Ale - Belgian Dark 3.986441
## 33.1 Altbier 4.136364
## 2026 Porter - Baltic 4.211268
## 1360 Lager - Light 2.155629
## 2795 Strong Ale - Belgian Dark 4.134422
## 2579 Stout - English 3.600000
## 2757 Strong Ale - American 3.875758
## 1676 Lambic - Traditional 4.625000
## 2877 Strong Ale - English 3.744898
## 2880.1 Strong Ale - English 4.000000
## 74 Barleywine - American 4.012552
## 2259 Red Ale - Imperial 4.100000
## 2047.1 Porter - English 4.099248
## 510 Brown Ale - English 3.785714
## 1947.1 Pilsner - German 3.500000
## 879 IPA - Black / Cascadian Dark Ale 3.920259
## 106 Bitter - English Extra Special / Strong Bitter (ESB) 3.746587
## 1579.1 Lager - Vienna 3.687500
## 2943 Wheat Beer - American Dark 4.000000
## 2941.1 Wheat Beer - American Dark 4.000000
## 710 Fruit and Field Beer 3.865991
## 484 Brown Ale - English 3.726300
## 393 Bock - Weizenbock 4.097561
## 227.1 Blonde Ale - Belgian 3.941489
## 2079 Porter - English 4.000000
## 2425 Smoked Beer 3.571429
## 3069 Wheat Beer - Kristallweizen 3.258065
## 2813 Strong Ale - Belgian Dark 3.936667
## 2227 Red Ale - American Amber / Red 4.062857
## 2535 Stout - American 4.047170
## 780 Herb and Spice Beer 3.739437
## 2685.3 Stout - Oatmeal 4.125000
## 2208 Quadrupel (Quad) 4.000000
## 476 Brown Ale - English 4.124905
## 1161 Lager - European Dark 3.315789
## 1667 Lambic - Traditional 3.833333
## 1273 Lager - Helles 3.304813
## 1767 Old Ale 3.941919
## 1426.1 Lager - Munich Dunkel 3.926471
## 425.1 Brown Ale - American 3.803050
## 409 Braggot 4.357143
## 1870.2 Pale Ale - English 3.214559
## 990 Kölsch 3.529126
## 2566 Stout - English 3.785714
## 592.1 Dubbel 4.415842
## 574 Cream Ale 4.500000
## 3003 Wheat Beer - Dunkelweizen 3.880000
## 2450 Sour - Flanders Oud Bruin 4.040000
## 769 Happoshu 2.875000
## 2117 Porter - Robust 3.642857
## 3109 Wheat Beer - Witbier 3.786976
## 1421 Lager - Munich Dunkel 4.000000
## 2282.1 Red Ale - Irish 3.947917
## 2409 Smoked Beer 3.936224
## 1128.1 Lager - European / Dortmunder Export 3.963068
## 1832.1 Pale Ale - Belgian 3.676349
## 2516 Stout - American Imperial 4.266393
## 2251 Red Ale - Imperial 4.119048
## 2491 Stout - American Imperial 4.201170
## 2254 Red Ale - Imperial 4.125000
## 2153 Pumpkin Beer 3.536446
## 2506 Stout - American Imperial 4.301837
## 44 Barleywine - American 4.123272
## 2982 Wheat Beer - Dunkelweizen 3.934015
## 2775 Strong Ale - American 4.031915
## 1755.1 Mild Ale - English Pale 3.666667
## 2021 Porter - Baltic 4.004762
## 2612 Stout - Foreign / Export 3.900000
## 379 Bock - Weizenbock 4.250000
## 849.1 IPA - Belgian 4.278547
## 1217 Lager - European Pale 2.559633
## 175 Bitter - English 3.907895
## 1754 Mild Ale - English Pale 2.722222
## 454.1 Brown Ale - Belgian Dark 4.041262
## 1719 Mild Ale - English Dark 3.621622
## 1997.1 Porter - American 4.244898
## 1073 Lager - American Amber / Red 3.479021
## 3125 Wheat Beer - Witbier 3.465686
## 1120 Lager - European / Dortmunder Export 3.460294
## 1298.1 Lager - Helles 4.000000
## 238 Blonde Ale - Belgian 3.619048
## 2100 Porter - Imperial 3.946309
## 356.1 Bock - Traditional 3.394737
## 1637.1 Lambic - Gueuze 4.048387
## 1574 Lager - Vienna 3.500000
## 2394.1 Scottish Ale 3.784884
## 729 Fruit and Field Beer 3.484127
## 2017 Porter - Baltic 4.255128
## 631.1 Farmhouse Ale - Bière de Garde 4.205128
## 3121.1 Wheat Beer - Witbier 3.554545
## 2393 Scottish Ale 3.845238
## 2236.1 Red Ale - American Amber / Red 3.470760
## 1495 Lager - Rauchbier 3.841743
## 3065.1 Wheat Beer - Kristallweizen 3.653846
## 1822 Pale Ale - Belgian 4.364513
## 2176 Quadrupel (Quad) 4.344931
## 2239 Red Ale - American Amber / Red 3.875000
## 791 Herb and Spice Beer 3.730088
## 2147 Pumpkin Beer 2.834538
## 2988 Wheat Beer - Dunkelweizen 3.593878
## 1018 Lager - Adjunct 2.901370
## 276 Bock - Doppelbock 3.760870
## 1197.1 Lager - European Pale 2.902821
## 2775.1 Strong Ale - American 4.031915
## 1349 Lager - Light 1.843985
## 3064.1 Wheat Beer - Kristallweizen 3.836842
## 1728 Mild Ale - English Dark 3.391304
## 3016.1 Wheat Beer - Hefeweizen 4.380363
## 2087 Porter - Imperial 4.250000
## 1299 Lager - Helles 3.500000
## 1950 Pilsner - German 3.760870
## 2155 Pumpkin Beer 4.000000
## 2033.1 Porter - Baltic 3.541667
## 728 Fruit and Field Beer 2.948220
## 1632 Lambic - Fruit 3.767442
## 1479 Lager - Märzen / Oktoberfest 3.574074
## 802 IPA - American 3.966061
## 2353 Scotch Ale / Wee Heavy 3.964912
## 1174 Lager - European Dark 3.710526
## 1630 Lambic - Fruit 3.468750
## 1124 Lager - European / Dortmunder Export 3.520000
## 103 Barleywine - English 3.936508
## 2750 Strong Ale - American 3.898876
## 2368 Scotch Ale / Wee Heavy 3.645161
## 2659.1 Stout - Oatmeal 4.364508
## 2645 Stout - Irish Dry 3.937500
## 3188 Winter Warmer 4.171123
## 3167 Winter Warmer 3.831081
## 2850 Strong Ale - Belgian Pale 4.302083
## 565.1 Cream Ale 3.718182
## 1486 Lager - Märzen / Oktoberfest 3.738562
## 1728.1 Mild Ale - English Dark 3.391304
## 1664 Lambic - Traditional 3.942308
## 2276 Red Ale - Irish 3.920561
## 597 Dubbel 3.964126
## 1776.1 Old Ale 3.612211
## 2054 Porter - English 3.839385
## 104.1 Bitter - English Extra Special / Strong Bitter (ESB) 4.001216
## 1308 Lager - Japanese Rice 2.874408
## 1118 Lager - European / Dortmunder Export 4.070312
## 2954 Wheat Beer - American Pale 3.227882
## 680 Farmhouse Ale - Saison 4.294000
## 2062 Porter - English 3.823171
## 875 IPA - Black / Cascadian Dark Ale 4.038194
## 2191 Quadrupel (Quad) 3.772866
## 1994 Porter - American 3.850000
## 258 Bock - Doppelbock 3.735782
## 1674 Lambic - Traditional 3.000000
## 1632.1 Lambic - Fruit 3.767442
## 1088 Lager - American Amber / Red 3.733333
## 1728.2 Mild Ale - English Dark 3.391304
## 672.1 Farmhouse Ale - Saison 4.146505
## 2866 Strong Ale - English 3.809302
## 155 Bitter - English 3.641791
## 854 IPA - Belgian 4.047619
## 1997.2 Porter - American 4.244898
## 3176 Winter Warmer 3.960145
## 2320 Rye Beer 3.799679
## 1974 Pilsner - Imperial 3.818182
## 900.2 IPA - English 4.097756
## 2925 Tripel 3.763393
## 2983 Wheat Beer - Dunkelweizen 3.630435
## 1675 Lambic - Traditional 4.250000
## 104.2 Bitter - English Extra Special / Strong Bitter (ESB) 4.001216
## 1090 Lager - American Amber / Red 3.750000
## 1275 Lager - Helles 3.833333
## 1274 Lager - Helles 3.790102
## 908 IPA - English 3.405172
## 1891 Pale Ale - English 3.758197
## 1049.1 Lager - Adjunct 2.900524
## 180 Bière de Champagne / Bière Brut 4.076471
## 2528.1 Stout - American 3.966667
## 2557 Stout - English 3.775510
## 2841 Strong Ale - Belgian Pale 4.029851
## 1752 Mild Ale - English Pale 3.333333
## 2100.1 Porter - Imperial 3.946309
## 2651.1 Stout - Irish Dry 3.800000
## 1907 Pilsner - Bohemian / Czech 4.190840
## 1748 Mild Ale - English Pale 3.365385
## 2763 Strong Ale - American 3.909091
## 446.1 Brown Ale - American 4.062500
## 1942 Pilsner - German 3.632653
## 1841.1 Pale Ale - Belgian 3.481928
## 2691 Stout - Oatmeal 3.995192
## 1360.1 Lager - Light 2.155629
## 310 Bock - Maibock 3.528369
## 1790.1 Old Ale 3.970588
## 936.1 IPA - Imperial 4.200324
## 3015 Wheat Beer - Dunkelweizen 3.833333
## 1699 Low Alcohol Beer 2.642857
## 392 Bock - Weizenbock 3.750000
## 2421 Smoked Beer 3.772727
## 1168 Lager - European Dark 4.041667
## 2578 Stout - English 3.727273
## 249 Blonde Ale - Belgian 3.687500
## 2637 Stout - Irish Dry 3.333333
## 1452.1 Lager - Munich Dunkel 3.473684
## 2946.1 Wheat Beer - American Dark 3.250000
## 2512 Stout - American Imperial 4.100000
## 2424.1 Smoked Beer 3.958333
## 965 Kvass 3.653846
## 538 Chile Beer 3.216216
## 332 Bock - Maibock 4.150000
## 1509 Lager - Rauchbier 3.583333
## 637 Farmhouse Ale - Bière de Garde 3.817391
## 677 Farmhouse Ale - Saison 4.311321
## 1847 Pale Ale - Belgian 3.892500
## 1741 Mild Ale - English Dark 3.875000
## 1405 Lager - Malt Liquor 2.944444
## 2091 Porter - Imperial 4.093878
## 3129 Wheat Beer - Witbier 3.604651
## 298.1 Bock - Eisbock 4.000000
## 2462 Sour - Flanders Oud Bruin 4.000000
## 2933 Wheat Beer - American Dark 4.000000
## 2441 Sour - Berliner Weisse 3.861111
## 2742 Stout - Sweet / Milk 3.961538
## 1121 Lager - European / Dortmunder Export 3.188811
## 2387 Scottish Ale 3.431818
## 2359 Scotch Ale / Wee Heavy 3.743243
## 2097.1 Porter - Imperial 4.400000
## 2883 Strong Ale - English 3.714286
## 2637.1 Stout - Irish Dry 3.333333
## 2234.2 Red Ale - American Amber / Red 3.771429
## 2396.1 Scottish Ale 3.615385
## 2101 Porter - Imperial 3.919643
## 2485 Sour - Flanders Red Ale 3.610000
## 274 Bock - Doppelbock 3.803419
## 81 Barleywine - English 4.206564
## 848 IPA - Belgian 4.098361
## 1238 Lager - European Strong 2.583333
## 851.2 IPA - Belgian 4.085366
## 2220 Red Ale - American Amber / Red 3.403061
## 744.1 Gruit / Ancient Herbed Ale 3.911765
## 2979.1 Wheat Beer - Dunkelweizen 4.211316
## 382 Bock - Weizenbock 4.101190
## 1517.2 Lager - Schwarzbier 3.890228
## 810 IPA - American 4.187993
## 2994 Wheat Beer - Dunkelweizen 3.766234
## 74.1 Barleywine - American 4.012552
## 182 Bière de Champagne / Bière Brut 3.585106
## 1158 Lager - European Dark 3.342105
## 2947.1 Wheat Beer - American Pale 3.941248
## 1370.2 Lager - Light 2.625000
## 2914 Tripel 3.875989
## 1253.1 Lager - European Strong 3.500000
## 637.1 Farmhouse Ale - Bière de Garde 3.817391
## 2252 Red Ale - Imperial 3.978571
## 1694 Low Alcohol Beer 3.738095
## 1686 Low Alcohol Beer 3.037037
## 636 Farmhouse Ale - Bière de Garde 3.810000
## 2059 Porter - English 3.735294
## 726 Fruit and Field Beer 3.607843
## 1741.1 Mild Ale - English Dark 3.875000
## 188 Blonde Ale - American 3.370000
## 718 Fruit and Field Beer 3.187773
## 2922 Tripel 4.219072
## 649 Farmhouse Ale - Bière de Garde 4.166667
## 2215 Red Ale - American Amber / Red 3.946186
## 456 Brown Ale - Belgian Dark 3.968085
## 737 Gruit / Ancient Herbed Ale 3.784257
## 1334 Lager - Kellerbier / Zwickelbier 3.833333
## 2381 Scottish Ale 3.875000
## 541 Chile Beer 3.656250
## 2032.1 Porter - Baltic 3.833333
## 34.2 Altbier 3.866667
## 2142 Porter - Smoked 4.400000
## 2810 Strong Ale - Belgian Dark 4.018072
## 304 Bock - Maibock 3.892122
## 833.1 IPA - American 3.812500
## 1977 Pilsner - Imperial 3.920000
## 1421.1 Lager - Munich Dunkel 4.000000
## 2332 Rye Beer 3.522727
## 2884.1 Strong Ale - English 3.451613
## 2433.1 Sour - Berliner Weisse 3.510129
## 83 Barleywine - English 4.117647
## 3019 Wheat Beer - Hefeweizen 3.450863
## 381 Bock - Weizenbock 3.876190
## 2623 Stout - Irish Dry 4.275578
## 85 Barleywine - English 4.119617
## 1892 Pale Ale - English 3.374396
## 916.2 IPA - English 3.888889
## 1730 Mild Ale - English Dark 4.000000
## 1206.1 Lager - European Pale 3.086331
## 235 Blonde Ale - Belgian 3.388889
## 2660.1 Stout - Oatmeal 4.250864
## 1420.2 Lager - Munich Dunkel 3.369205
## 871 IPA - Black / Cascadian Dark Ale 3.965863
## 725 Fruit and Field Beer 3.635983
## 3143 Wild Ale 3.937126
## 1010.1 Kölsch 3.689189
## 2047.2 Porter - English 4.099248
## 1728.3 Mild Ale - English Dark 3.391304
## 2254.1 Red Ale - Imperial 4.125000
## 1129 Lager - European / Dortmunder Export 3.396341
## 2389.1 Scottish Ale 3.750000
## 2812 Strong Ale - Belgian Dark 3.927966
## 1257 Lager - European Strong 3.742424
## 1508 Lager - Rauchbier 3.562500
## 2195 Quadrupel (Quad) 4.212766
## 3009 Wheat Beer - Dunkelweizen 3.615385
## 1972 Pilsner - Imperial 3.908163
## 174 Bitter - English 3.662791
## 332.1 Bock - Maibock 4.150000
## 2652 Stout - Irish Dry 4.029412
## 2274 Red Ale - Irish 3.808511
## 1560 Lager - Vienna 3.698895
## 2754 Strong Ale - American 4.049898
## 31 Altbier 3.833333
## 724 Fruit and Field Beer 3.159292
## 982 Kvass 3.000000
## 3090 Wheat Beer - Wheatwine 3.887097
## 274.1 Bock - Doppelbock 3.803419
## 1864 Pale Ale - English 3.803398
## 1809 Pale Ale - American 3.917598
## 2660.2 Stout - Oatmeal 4.250864
## 1244 Lager - European Strong 2.818182
## 1051 Lager - Adjunct 2.815476
## 350 Bock - Traditional 3.816568
## 1543.1 Lager - Schwarzbier 3.666667
## 2167 Pumpkin Beer 3.984848
## 1540 Lager - Schwarzbier 3.500000
## 1077 Lager - American Amber / Red 3.418269
## 2654.2 Stout - Irish Dry 4.080645
## 444 Brown Ale - American 3.868000
## 2066 Porter - English 3.763636
## 2860 Strong Ale - English 3.984589
## 1065.1 Lager - American Amber / Red 3.141871
## 3064.2 Wheat Beer - Kristallweizen 3.836842
## 2905 Tripel 4.097561
## 2367.1 Scotch Ale / Wee Heavy 3.674528
## 2174 Pumpkin Beer 3.717742
## 700.1 Fruit and Field Beer 4.124648
## 1120.1 Lager - European / Dortmunder Export 3.460294
## 1067 Lager - American Amber / Red 3.634454
## 172.1 Bitter - English 3.898305
## 2494 Stout - American Imperial 4.256579
## 2618 Stout - Irish Dry 4.108518
## 2388 Scottish Ale 3.878261
## 1344 Lager - Light 2.011521
## 1890 Pale Ale - English 3.605263
## 1763 Old Ale 3.947368
## 2899 Tripel 3.946624
## 1773 Old Ale 4.175000
## 1509.1 Lager - Rauchbier 3.583333
## 3163 Winter Warmer 3.880388
## 1804 Pale Ale - American 3.881368
## 919 IPA - English 3.803571
## 2650 Stout - Irish Dry 3.738806
## 247 Blonde Ale - Belgian 3.500000
## 2533 Stout - American 3.688732
## 1073.1 Lager - American Amber / Red 3.479021
## 1130 Lager - European / Dortmunder Export 3.907407
## 1639 Lambic - Gueuze 4.019126
## 88 Barleywine - English 3.808252
## 607 Dubbel 4.167722
## 2428.1 Smoked Beer 4.000000
## 1018.1 Lager - Adjunct 2.901370
## 2151 Pumpkin Beer 3.863014
## 1192 Lager - European Pale 3.014252
## 1119 Lager - European / Dortmunder Export 3.674419
## 1055 Lager - Adjunct 3.507812
## 2825 Strong Ale - Belgian Pale 4.096439
## 1174.1 Lager - European Dark 3.710526
## 2313 Rye Beer - Roggenbier 3.500000
## 1287 Lager - Helles 3.900000
## 2285.1 Red Ale - Irish 3.796703
## 1007 Kölsch 3.812500
## 2731 Stout - Sweet / Milk 3.821839
## 683 Farmhouse Ale - Saison 4.074586
## 1367 Lager - Light 3.555556
## 2662 Stout - Oatmeal 4.340064
## 735 Gruit / Ancient Herbed Ale 3.582212
## 2753.1 Strong Ale - American 4.000000
## 215 Blonde Ale - American 3.357143
## 2885 Strong Ale - English 3.880952
## 620.1 Dubbel 3.742647
## 1485 Lager - Märzen / Oktoberfest 4.060440
## 2233 Red Ale - American Amber / Red 4.093023
## 2448 Sour - Flanders Oud Bruin 3.790698
## 1595 Lambic - Fruit 4.157303
## 240.1 Blonde Ale - Belgian 3.750000
## 1961 Pilsner - German 3.763158
## 1820 Pale Ale - American 3.678571
## 1724 Mild Ale - English Dark 3.950000
## 2076 Porter - English 3.963964
## 556 Chile Beer 4.076923
## 1965 Pilsner - Imperial 4.095975
## 1114.1 Lager - American 3.359281
## 2163.1 Pumpkin Beer 3.904255
## 2088 Porter - Imperial 4.029557
## 2459 Sour - Flanders Oud Bruin 3.825000
## 1671 Lambic - Traditional 4.500000
## 33.2 Altbier 4.136364
## 918 IPA - English 3.657895
## 323 Bock - Maibock 3.396825
## 974 Kvass 3.071429
## 138 Bitter - English 3.895397
## 2703 Stout - Russian Imperial 4.151679
## 2464 Sour - Flanders Red Ale 4.094945
## 2978 Wheat Beer - American Pale 3.875000
## 893 IPA - English 4.096491
## 2720 Stout - Russian Imperial 3.820000
## 2530.1 Stout - American 4.142045
## 1319 Lager - Japanese Rice 2.423077
## 1544.1 Lager - Schwarzbier 3.711765
## 2982.1 Wheat Beer - Dunkelweizen 3.934015
## 798.1 Herb and Spice Beer 4.308824
## 793.1 Herb and Spice Beer 3.625000
## 61 Barleywine - American 4.044218
## 2047.3 Porter - English 4.099248
## 2183 Quadrupel (Quad) 4.254962
## 1327 Lager - Japanese Rice 2.358974
## 1226 Lager - European Pale 3.050781
## 890 IPA - English 3.688799
## 691 Farmhouse Ale - Saison 4.060662
## 1121.1 Lager - European / Dortmunder Export 3.188811
## 2399 Scottish Ale 3.761905
## 1497 Lager - Rauchbier 4.138554
## 823 IPA - American 4.114961
## 475 Brown Ale - Belgian Dark 4.000000
## 840 IPA - Belgian 4.088626
## 64.1 Barleywine - American 3.756369
## 1992 Porter - American 3.540000
## 454.2 Brown Ale - Belgian Dark 4.041262
## 235.1 Blonde Ale - Belgian 3.388889
## 356.2 Bock - Traditional 3.394737
## 80.1 Barleywine - English 3.777476
## 6 Altbier 4.007937
## 2918 Tripel 3.821637
## 945 IPA - Imperial 4.482787
## 39 Altbier 3.931034
## 2637.2 Stout - Irish Dry 3.333333
## 1004 Kölsch 3.668675
## 3010.2 Wheat Beer - Dunkelweizen 4.041667
## 594 Dubbel 3.937936
## 2163.2 Pumpkin Beer 3.904255
## 2002 Porter - American 3.749311
## 1294 Lager - Helles 3.875000
## 2206 Quadrupel (Quad) 3.770833
## 2117.1 Porter - Robust 3.642857
## 517 California Common / Steam Beer 4.000000
## 2698 Stout - Russian Imperial 4.119329
## 369 Bock - Traditional 3.987805
## 217.1 Blonde Ale - Belgian 3.790812
## 1122 Lager - European / Dortmunder Export 3.556452
## 2667.1 Stout - Oatmeal 4.031068
## 1990 Porter - American 4.243411
## 2727 Stout - Sweet / Milk 3.804399
## 27 Altbier 4.000000
## 130 Bitter - English Extra Special / Strong Bitter (ESB) 3.666667
## 1105 Lager - American 3.767296
## 2687 Stout - Oatmeal 3.745714
## 2035.1 Porter - Baltic 3.500000
## 514.1 Brown Ale - English 3.668224
## 2780 Strong Ale - Belgian Dark 4.215622
## 1546 Lager - Schwarzbier 4.071429
## 1976 Pilsner - Imperial 3.944444
## 889 IPA - English 3.939306
## 402 Bock - Weizenbock 4.000000
## 24.1 Altbier 3.735294
## 1762 Mild Ale - English Pale 3.700000
## 55.1 Barleywine - American 3.785714
## 2092 Porter - Imperial 3.892157
## 781 Herb and Spice Beer 3.538710
## 1628.1 Lambic - Fruit 3.392857
## 1711 Low Alcohol Beer 2.964286
## 332.2 Bock - Maibock 4.150000
## 2687.1 Stout - Oatmeal 3.745714
## 926 IPA - Imperial 4.388603
## 2486 Sour - Flanders Red Ale 3.750000
## 1461.1 Lager - Märzen / Oktoberfest 3.347007
## 1622 Lambic - Fruit 3.820144
## 188.1 Blonde Ale - American 3.370000
## 266 Bock - Doppelbock 3.461957
## 2287 Red Ale - Irish 3.142857
## 1876 Pale Ale - English 3.875000
## 1870.3 Pale Ale - English 3.214559
## 1059 Lager - Adjunct 2.882353
## 636.1 Farmhouse Ale - Bière de Garde 3.810000
## 2314 Rye Beer - Roggenbier 3.750000
## 2645.1 Stout - Irish Dry 3.937500
## 533 California Common / Steam Beer 4.166667
## 216 Blonde Ale - American 3.612903
## 1011 Kölsch 3.732877
## 228 Blonde Ale - Belgian 3.904255
## 1285 Lager - Helles 3.696581
## 2105.1 Porter - Robust 2.500000
## 3163.1 Winter Warmer 3.880388
## 349 Bock - Traditional 3.801075
## 1775 Old Ale 3.729798
## 1558 Lager - Vienna 3.574561
## 2279 Red Ale - Irish 3.621849
## 1113 Lager - American 3.051724
## 1933 Pilsner - German 3.724265
## 3153 Wild Ale 3.600000
## 2212 Red Ale - American Amber / Red 4.164894
## 478 Brown Ale - English 3.836374
## 596.1 Dubbel 4.116788
## 2954.1 Wheat Beer - American Pale 3.227882
## 392.1 Bock - Weizenbock 3.750000
## 1021.1 Lager - Adjunct 2.992729
## 2396.2 Scottish Ale 3.615385
## 331 Bock - Maibock 3.880682
## 1870.4 Pale Ale - English 3.214559
## 1246 Lager - European Strong 3.375000
## 882 IPA - Black / Cascadian Dark Ale 4.125000
## 502 Brown Ale - English 3.635417
## 156 Bitter - English 3.862069
## 2847.1 Strong Ale - Belgian Pale 3.944444
## 423 Brown Ale - American 4.110777
## 1671.1 Lambic - Traditional 4.500000
## 1445 Lager - Munich Dunkel 3.325581
## 1192.1 Lager - European Pale 3.014252
## 2017.1 Porter - Baltic 4.255128
## 1758 Mild Ale - English Pale 3.400000
## 2304 Rye Beer - Roggenbier 4.666667
## 3004 Wheat Beer - Dunkelweizen 4.171429
## 144.1 Bitter - English 3.451923
## 436 Brown Ale - American 3.782958
## 218.1 Blonde Ale - Belgian 4.015419
## 808 IPA - American 3.766667
## 2901 Tripel 3.693374
## 404 Bock - Weizenbock 3.400000
## 370 Bock - Traditional 3.740000
## 848.1 IPA - Belgian 4.098361
## 2504 Stout - American Imperial 3.928571
## 2685.4 Stout - Oatmeal 4.125000
## 1810 Pale Ale - American 3.685221
## 266.1 Bock - Doppelbock 3.461957
## 1612 Lambic - Fruit 4.214286
## 1141 Lager - European / Dortmunder Export 3.500000
## 1927 Pilsner - German 3.704861
## 2257 Red Ale - Imperial 3.333333
## 389 Bock - Weizenbock 3.973684
## 2768 Strong Ale - American 3.724299
## 2777 Strong Ale - Belgian Dark 4.237988
## 1483 Lager - Märzen / Oktoberfest 3.600877
## 770 Happoshu 2.500000
## 983.1 Kvass 3.500000
## 1382 Lager - Light 2.790000
## 2433.2 Sour - Berliner Weisse 3.510129
## 317.1 Bock - Maibock 4.150943
## 2893 Tripel 3.677961
## 1347 Lager - Light 1.827916
## 2194 Quadrupel (Quad) 3.953947
## 259.1 Bock - Doppelbock 4.236842
## 2997 Wheat Beer - Dunkelweizen 3.833333
## 2174.1 Pumpkin Beer 3.717742
## 2290 Red Ale - Irish 3.725000
## 1053 Lager - Adjunct 2.798969
## 1865.1 Pale Ale - English 3.673469
## 1417.1 Lager - Munich Dunkel 3.442399
## 1981 Porter - American 4.500000
## 2867 Strong Ale - English 4.033597
## 313 Bock - Maibock 3.739362
## 2625 Stout - Irish Dry 4.250000
## 2806 Strong Ale - Belgian Dark 4.085366
## 289 Bock - Doppelbock 3.954545
## 1716 Mild Ale - English Dark 3.920415
## 706.3 Fruit and Field Beer 4.197270
## 2995 Wheat Beer - Dunkelweizen 3.437500
## 1501 Lager - Rauchbier 3.791667
## 415.2 Braggot 3.750000
## 2591 Stout - Foreign / Export 4.000000
## 1135 Lager - European / Dortmunder Export 3.782051
## 3147.1 Wild Ale 3.769406
## 1426.2 Lager - Munich Dunkel 3.926471
## 2931 Wheat Beer - American Dark 3.833333
## 2268 Red Ale - Irish 3.627451
## 3028.1 Wheat Beer - Hefeweizen 3.914557
## 1678 Lambic - Traditional 4.000000
## 1629 Lambic - Fruit 3.613636
## 1570 Lager - Vienna 3.750000
## 2036 Porter - Baltic 4.306931
## 103.1 Barleywine - English 3.936508
## 2828.1 Strong Ale - Belgian Pale 3.970917
## 601 Dubbel 4.000000
## 2425.1 Smoked Beer 3.571429
## 1744 Mild Ale - English Pale 3.765152
## 2748.1 Strong Ale - American 4.063636
## 571 Cream Ale 3.750000
## 2106 Porter - Robust 4.000000
## 2361 Scotch Ale / Wee Heavy 3.838028
## 3004.1 Wheat Beer - Dunkelweizen 4.171429
## 935 IPA - Imperial 4.251857
## 910 IPA - English 3.933071
## 2098 Porter - Imperial 3.777778
## 3066 Wheat Beer - Kristallweizen 3.705882
## 1607 Lambic - Fruit 4.644231
## 2221 Red Ale - American Amber / Red 3.958955
## 1038 Lager - Adjunct 2.789157
## 1594 Lambic - Fruit 4.095238
## 532 California Common / Steam Beer 3.750000
## 927 IPA - Imperial 3.983032
## 454.3 Brown Ale - Belgian Dark 4.041262
## 1569 Lager - Vienna 3.758621
## 1353 Lager - Light 2.000000
## 764.1 Happoshu 3.333333
## 1773.1 Old Ale 4.175000
## 1868 Pale Ale - English 3.885593
## 1238.1 Lager - European Strong 2.583333
## 586 Dubbel 4.105202
## 1058 Lager - Adjunct 2.980769
## 1482.1 Lager - Märzen / Oktoberfest 3.721154
## 1068 Lager - American Amber / Red 3.673077
## 279 Bock - Doppelbock 4.100000
## 2098.1 Porter - Imperial 3.777778
## 2083 Porter - Imperial 4.287335
## 2434 Sour - Berliner Weisse 3.951970
## 229 Blonde Ale - Belgian 3.835443
## 1713 Low Alcohol Beer 4.000000
## 1821 Pale Ale - American 3.960674
## 73 Barleywine - American 4.026087
## 125 Bitter - English Extra Special / Strong Bitter (ESB) 3.913043
## 1184 Lager - European Pale 3.230303
## 2872 Strong Ale - English 3.821429
## 449.1 Brown Ale - American 3.940594
## 3143.1 Wild Ale 3.937126
## 2643 Stout - Irish Dry 3.889831
## 2089 Porter - Imperial 4.006369
## 3084 Wheat Beer - Wheatwine 4.113924
## 853.1 IPA - Belgian 3.827586
## 2309 Rye Beer - Roggenbier 4.250000
## 1290.1 Lager - Helles 3.750000
## 106.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.746587
## 386 Bock - Weizenbock 3.622093
## 427 Brown Ale - American 4.094099
## 1860 Pale Ale - English 3.938650
## 208 Blonde Ale - American 3.117021
## 2243 Red Ale - Imperial 4.097061
## 1647 Lambic - Gueuze 3.824324
## 1753.2 Mild Ale - English Pale 3.250000
## 1665.2 Lambic - Traditional 3.923913
## 1094.1 Lager - American Amber / Red 3.603175
## 2215.1 Red Ale - American Amber / Red 3.946186
## 1262 Lager - European Strong 3.333333
## 429 Brown Ale - American 3.817762
## 509 Brown Ale - English 3.469880
## 1239 Lager - European Strong 3.178571
## 1262.1 Lager - European Strong 3.333333
## 765 Happoshu 4.000000
## 2131 Porter - Smoked 3.906250
## 2423.1 Smoked Beer 3.236111
## 1177 Lager - European Dark 3.818182
## 631.2 Farmhouse Ale - Bière de Garde 4.205128
## 1267 Lager - Helles 3.755155
## 408 Braggot 3.750000
## 114 Bitter - English Extra Special / Strong Bitter (ESB) 3.387097
## 2053 Porter - English 3.800261
## 1235 Lager - European Strong 2.858974
## 720.1 Fruit and Field Beer 3.500000
## 2946.2 Wheat Beer - American Dark 3.250000
## 2685.5 Stout - Oatmeal 4.125000
## 1316 Lager - Japanese Rice 3.111111
## 2338 Scotch Ale / Wee Heavy 3.937702
## 1249 Lager - European Strong 3.444444
## 2667.2 Stout - Oatmeal 4.031068
## 500 Brown Ale - English 3.857143
## 1260 Lager - European Strong 3.160714
## 2678 Stout - Oatmeal 4.258065
## 811.1 IPA - American 4.271650
## 656 Farmhouse Ale - Bière de Garde 3.804878
## 2264 Red Ale - Irish 3.795322
## 2119 Porter - Smoked 4.153987
## 1689 Low Alcohol Beer 2.500000
## 2100.2 Porter - Imperial 3.946309
## 2411.1 Smoked Beer 3.731818
## 726.1 Fruit and Field Beer 3.607843
## 1846 Pale Ale - Belgian 3.441057
## 3109.1 Wheat Beer - Witbier 3.786976
## 2093 Porter - Imperial 4.189189
## 1924 Pilsner - German 3.952764
## 3073.1 Wheat Beer - Kristallweizen 3.750000
## 1007.1 Kölsch 3.812500
## 39.1 Altbier 3.931034
## 1784.1 Old Ale 3.822464
## 25 Altbier 3.788462
## 2609 Stout - Foreign / Export 4.222222
## 2117.2 Porter - Robust 3.642857
## 1569.1 Lager - Vienna 3.758621
## 1092 Lager - American Amber / Red 3.589286
## 2512.1 Stout - American Imperial 4.100000
## 3190 Winter Warmer 4.062500
## 2479 Sour - Flanders Red Ale 4.000000
## 3087 Wheat Beer - Wheatwine 3.664265
## 2272 Red Ale - Irish 3.647482
## 1258 Lager - European Strong 3.229167
## 1542 Lager - Schwarzbier 3.868421
## 1738 Mild Ale - English Dark 3.931034
## 2585.1 Stout - Foreign / Export 3.905292
## 1966.1 Pilsner - Imperial 4.033613
## 2251.1 Red Ale - Imperial 4.119048
## 1522.1 Lager - Schwarzbier 3.829457
## 3055 Wheat Beer - Hefeweizen 3.699052
## 2502 Stout - American Imperial 4.452916
## 1354 Lager - Light 1.936798
## 2305 Rye Beer - Roggenbier 3.900000
## 2422 Smoked Beer 3.541667
## 1941 Pilsner - German 3.588889
## 1507 Lager - Rauchbier 4.071429
## 449.2 Brown Ale - American 3.940594
## 618 Dubbel 4.250000
## 1252 Lager - European Strong 3.500000
## 315 Bock - Maibock 3.505435
## 2212.1 Red Ale - American Amber / Red 4.164894
## 2582 Stout - Foreign / Export 4.153990
## 3089 Wheat Beer - Wheatwine 4.014423
## 192 Blonde Ale - American 3.454545
## 2387.1 Scottish Ale 3.431818
## 913 IPA - English 3.684615
## 1326 Lager - Japanese Rice 3.750000
## 2995.1 Wheat Beer - Dunkelweizen 3.437500
## 2133.1 Porter - Smoked 3.933333
## 887 IPA - Black / Cascadian Dark Ale 4.055556
## 2001 Porter - American 4.061772
## 2018 Porter - Baltic 4.015464
## 732 Fruit and Field Beer 4.100000
## 1112 Lager - American 3.680233
## 2716.1 Stout - Russian Imperial 4.253676
## 162.1 Bitter - English 3.666667
## 94 Barleywine - English 3.980769
## 2183.1 Quadrupel (Quad) 4.254962
## 2636 Stout - Irish Dry 3.785714
## 1004.1 Kölsch 3.668675
## 2359.1 Scotch Ale / Wee Heavy 3.743243
## 1029 Lager - Adjunct 2.791139
## 2751.1 Strong Ale - American 4.168547
## 1156 Lager - European Dark 3.470588
## 970 Kvass 3.428571
## 1658.1 Lambic - Gueuze 3.250000
## 1691.1 Low Alcohol Beer 3.775862
## 2925.1 Tripel 3.763393
## 535 California Common / Steam Beer 4.000000
## 1667.1 Lambic - Traditional 3.833333
## 1894 Pale Ale - English 3.672414
## 156.1 Bitter - English 3.862069
## 717 Fruit and Field Beer 3.888889
## 1607.1 Lambic - Fruit 4.644231
## 2939.1 Wheat Beer - American Dark 3.200000
## 208.1 Blonde Ale - American 3.117021
## 2198 Quadrupel (Quad) 3.986111
## 3051 Wheat Beer - Hefeweizen 3.701852
## 2039 Porter - Baltic 3.824324
## 91 Barleywine - English 3.914201
## 762 Happoshu 3.666667
## 1184.1 Lager - European Pale 3.230303
## 3090.1 Wheat Beer - Wheatwine 3.887097
## 1892.1 Pale Ale - English 3.374396
## 107 Bitter - English Extra Special / Strong Bitter (ESB) 3.817021
## 978 Kvass 3.500000
## 235.2 Blonde Ale - Belgian 3.388889
## 2668 Stout - Oatmeal 4.073418
## 971 Kvass 3.250000
## 2888 Strong Ale - English 3.652174
## 291 Bock - Eisbock 4.000000
## 1642 Lambic - Gueuze 4.092342
## 795 Herb and Spice Beer 4.118280
## 1952 Pilsner - German 3.685976
## 1824 Pale Ale - Belgian 4.078385
## 2772 Strong Ale - American 3.666667
## 1718 Mild Ale - English Dark 3.885621
## 475.1 Brown Ale - Belgian Dark 4.000000
## 408.1 Braggot 3.750000
## 2772.1 Strong Ale - American 3.666667
## 2943.1 Wheat Beer - American Dark 4.000000
## 2961 Wheat Beer - American Pale 3.077160
## 782 Herb and Spice Beer 3.797386
## 3091 Wheat Beer - Wheatwine 3.818182
## 562 Cream Ale 3.670833
## 1723 Mild Ale - English Dark 3.611842
## 1127 Lager - European / Dortmunder Export 3.795455
## 658 Farmhouse Ale - Sahti 3.759298
## 2970.1 Wheat Beer - American Pale 2.811475
## 791.1 Herb and Spice Beer 3.730088
## 396 Bock - Weizenbock 3.642857
## 889.1 IPA - English 3.939306
## 1918.1 Pilsner - Bohemian / Czech 3.619403
## 944 IPA - Imperial 3.971579
## 1050 Lager - Adjunct 3.268072
## 1780 Old Ale 4.035714
## 1872 Pale Ale - English 3.225806
## 1582 Lager - Vienna 2.928571
## 2572 Stout - English 3.884615
## 2902.1 Tripel 4.116883
## 2931.1 Wheat Beer - American Dark 3.833333
## 2303 Rye Beer - Roggenbier 3.928571
## 303 Bock - Eisbock 4.000000
## 2886 Strong Ale - English 3.194444
## 912 IPA - English 4.083333
## 2840 Strong Ale - Belgian Pale 4.261905
## 3115.1 Wheat Beer - Witbier 3.936860
## 2759 Strong Ale - American 4.104439
## 353.1 Bock - Traditional 3.700000
## 1326.1 Lager - Japanese Rice 3.750000
## 2327 Rye Beer 4.125000
## 1445.1 Lager - Munich Dunkel 3.325581
## 92 Barleywine - English 3.769444
## 1484 Lager - Märzen / Oktoberfest 3.826923
## 2953 Wheat Beer - American Pale 3.691332
## 1039 Lager - Adjunct 2.556410
## 415.3 Braggot 3.750000
## 415.4 Braggot 3.750000
## 1749 Mild Ale - English Pale 3.428571
## 1461.2 Lager - Märzen / Oktoberfest 3.347007
## 2065.1 Porter - English 3.500000
## 817 IPA - American 3.989614
## 1742 Mild Ale - English Dark 3.636364
## 2473 Sour - Flanders Red Ale 3.855634
## 2484 Sour - Flanders Red Ale 4.054054
## 850 IPA - Belgian 4.156000
## 899.1 IPA - English 3.693182
## 2605 Stout - Foreign / Export 3.961538
## 3000 Wheat Beer - Dunkelweizen 3.746988
## 2490 Stout - American Imperial 4.377070
## 1440 Lager - Munich Dunkel 3.766234
## 2786 Strong Ale - Belgian Dark 3.960815
## 602 Dubbel 3.996073
## 516 California Common / Steam Beer 3.921804
## 2786.1 Strong Ale - Belgian Dark 3.960815
## 1337 Lager - Kellerbier / Zwickelbier 4.106061
## 2800.1 Strong Ale - Belgian Dark 4.073795
## 1643 Lambic - Gueuze 3.858974
## 2141 Porter - Smoked 3.750000
## 171 Bitter - English 3.590909
## 1338 Lager - Kellerbier / Zwickelbier 4.127451
## 1790.2 Old Ale 3.970588
## 2328 Rye Beer 4.267857
## 216.1 Blonde Ale - American 3.612903
## 323.1 Bock - Maibock 3.396825
## 1748.1 Mild Ale - English Pale 3.365385
## 1677 Lambic - Traditional 3.600000
## 154 Bitter - English 3.758929
## 1413 Lager - Malt Liquor 2.820000
## 907 IPA - English 3.605978
## 1662 Lambic - Traditional 4.068182
## 3124 Wheat Beer - Witbier 3.291262
## 894.1 IPA - English 3.848730
## 2658 Stout - Irish Dry 4.166667
## 3197 Winter Warmer 3.694444
## 1119.1 Lager - European / Dortmunder Export 3.674419
## 697 Farmhouse Ale - Saison 4.218750
## 2968.1 Wheat Beer - American Pale 3.533333
## 2718 Stout - Russian Imperial 4.250000
## 1239.1 Lager - European Strong 3.178571
## 2668.1 Stout - Oatmeal 4.073418
## 173 Bitter - English 4.040541
## 717.1 Fruit and Field Beer 3.888889
## 2110 Porter - Robust 4.010870
## 2065.2 Porter - English 3.500000
## 1179.1 Lager - European Dark 3.727273
## 652.2 Farmhouse Ale - Bière de Garde 3.787879
## 2862 Strong Ale - English 3.878082
## 2204 Quadrupel (Quad) 4.015625
## 1557 Lager - Vienna 3.542857
## 3030 Wheat Beer - Hefeweizen 3.250000
## 630.1 Farmhouse Ale - Bière de Garde 3.900000
## 574.1 Cream Ale 4.500000
## 2172 Pumpkin Beer 3.625000
## 2540 Stout - American 3.926471
## 3093 Wheat Beer - Wheatwine 4.150000
## 1672 Lambic - Traditional 4.000000
## 2794 Strong Ale - Belgian Dark 4.272727
## 2227.1 Red Ale - American Amber / Red 4.062857
## 2812.1 Strong Ale - Belgian Dark 3.927966
## 1370.3 Lager - Light 2.625000
## 1601.1 Lambic - Fruit 4.031847
## 3137 Wild Ale 4.276860
## 2193 Quadrupel (Quad) 3.842520
## 2429 Smoked Beer 3.583333
## 2579.1 Stout - English 3.600000
## 2487 Sour - Gose 3.907407
## 84.1 Barleywine - English 4.117794
## 2382 Scottish Ale 3.908714
## 2738 Stout - Sweet / Milk 3.884615
## 1120.2 Lager - European / Dortmunder Export 3.460294
## 231.1 Blonde Ale - Belgian 3.700000
## 2037 Porter - Baltic 3.966216
## 699.1 Fruit and Field Beer 3.514002
## 1537 Lager - Schwarzbier 3.833333
## 3175 Winter Warmer 3.738994
## 1476.1 Lager - Märzen / Oktoberfest 3.727459
## 853.2 IPA - Belgian 3.827586
## 2235 Red Ale - American Amber / Red 3.953846
## 2634 Stout - Irish Dry 3.927215
## 951 IPA - Imperial 3.973490
## 199 Blonde Ale - American 3.458333
## 1729.1 Mild Ale - English Dark 3.222222
## 2414 Smoked Beer 4.322222
## 3008 Wheat Beer - Dunkelweizen 3.818182
## 642 Farmhouse Ale - Bière de Garde 3.595238
## 2229.1 Red Ale - American Amber / Red 4.102273
## 476.1 Brown Ale - English 4.124905
## 1065.2 Lager - American Amber / Red 3.141871
## 2765 Strong Ale - American 3.740741
## 2839 Strong Ale - Belgian Pale 3.643590
## 1804.1 Pale Ale - American 3.881368
## 1660 Lambic - Traditional 4.039295
## 2852 Strong Ale - Belgian Pale 4.218531
## 3155 Wild Ale 3.692308
## 955 IPA - Imperial 4.317647
## 1624 Lambic - Fruit 3.778689
## 3194 Winter Warmer 3.750000
## 1776.2 Old Ale 3.612211
## 2234.3 Red Ale - American Amber / Red 3.771429
## 677.1 Farmhouse Ale - Saison 4.311321
## 2272.1 Red Ale - Irish 3.647482
## 1519 Lager - Schwarzbier 3.659353
## 1080 Lager - American Amber / Red 3.453704
## 1034 Lager - Adjunct 3.451923
## 1865.2 Pale Ale - English 3.673469
## 663 Farmhouse Ale - Sahti 3.000000
## 2632 Stout - Irish Dry 3.803571
## 2941.2 Wheat Beer - American Dark 4.000000
## review_taste review_palate review_overall
## 2331 4.212500 4.100000 4.100000
## 439 3.958333 4.000000 3.916667
## 563 3.067661 3.181193 3.350917
## 286 3.875000 3.833333 3.833333
## 1452 3.447368 3.421053 3.578947
## 746 3.625000 3.625000 3.687500
## 3010 4.250000 4.020833 4.270833
## 2800 4.168675 4.070783 4.034639
## 2232 3.613402 3.623711 3.737113
## 2077 3.980000 3.890000 3.860000
## 892 3.738550 3.749364 3.868957
## 2335 4.500000 4.500000 4.500000
## 2391 3.732323 3.691919 3.863636
## 3130 4.070064 4.000000 4.031847
## 1291 3.460526 3.414474 3.572368
## 662 3.500000 3.000000 3.500000
## 195 3.745665 3.858382 3.988439
## 218 3.889868 3.848018 3.943833
## 2789 4.059819 3.925508 4.021445
## 2122 4.099609 4.013672 4.000000
## 1427 3.557292 3.453125 3.671875
## 1729 3.129630 2.981481 3.333333
## 1457 3.784109 3.760835 3.957464
## 29 4.055556 3.833333 4.083333
## 2603 3.651163 3.627907 3.511628
## 1954 3.532468 3.512987 3.733766
## 505 3.404348 3.291304 3.543478
## 942 4.138258 4.062500 4.119318
## 3079 3.214286 3.214286 3.428571
## 811 4.379902 4.200572 4.336601
## 2583 3.800000 3.780000 3.840000
## 2296 3.156250 3.265625 3.343750
## 2654 4.080645 4.064516 4.145161
## 275 4.169399 4.092896 4.144809
## 903 3.850649 3.792208 3.936688
## 3132 3.606884 3.652174 3.742754
## 2049 3.738752 3.700290 3.770682
## 415 3.583333 3.500000 3.083333
## 1219 2.949153 2.898305 3.177966
## 1245 2.637500 2.850000 2.675000
## 3041 3.890351 3.789474 3.947368
## 2880 3.911765 3.735294 3.852941
## 838 3.915183 3.837395 3.940956
## 2 4.024948 3.904366 4.034304
## 26 4.000000 4.000000 4.125000
## 2829 4.016667 3.901667 3.911667
## 1291.1 3.460526 3.414474 3.572368
## 2080 3.774510 3.553922 3.848039
## 89 4.500000 4.230000 4.450000
## 983 4.500000 3.500000 4.500000
## 24 3.588235 3.411765 3.470588
## 514 3.635514 3.490654 3.883178
## 2753 4.333333 4.416667 4.333333
## 1461 3.308204 3.436807 3.544346
## 248 3.705882 3.735294 3.764706
## 2363 3.453704 3.462963 3.384259
## 226 3.950000 3.950000 3.876667
## 3014 3.283333 3.216667 3.366667
## 1425 3.851648 3.917582 4.027473
## 1160 4.207207 4.144144 4.283784
## 2033 3.472222 3.427778 3.441667
## 3145 4.423077 4.153846 4.307692
## 1290 3.500000 3.500000 3.750000
## 946 4.148844 4.078998 4.019750
## 33 3.681818 3.636364 3.909091
## 1870 3.137931 3.166667 3.350575
## 449 3.861386 3.816832 3.975248
## 603 3.745283 3.745283 3.750943
## 3107 3.954106 3.898551 3.814815
## 1637 4.215054 4.091398 4.204301
## 534 3.500000 3.666667 3.666667
## 306 3.372727 3.406061 3.536364
## 2385 3.847826 3.686957 3.947826
## 786 3.286290 3.334677 3.310484
## 1683 4.000000 3.250000 3.750000
## 842 4.085968 3.968379 3.916008
## 448 3.812500 3.718750 3.781250
## 1420 3.084437 3.109272 3.238411
## 132 4.000000 4.500000 4.000000
## 441 3.626923 3.500000 3.811538
## 553 3.025641 2.974359 2.743590
## 2667 3.818447 3.721359 3.829126
## 1691 2.620690 2.586207 3.034483
## 3146 4.310606 4.295455 4.393939
## 2471 4.629630 4.351852 4.444444
## 240 3.750000 3.500000 3.750000
## 928 3.919484 3.893410 3.549857
## 900 4.016026 3.956731 4.028846
## 998 3.888889 3.944444 4.444444
## 3010.1 4.250000 4.020833 4.270833
## 2400 3.600000 3.400000 3.800000
## 630 3.817241 3.868966 3.867241
## 744 4.176471 3.823529 3.794118
## 2443 4.299601 4.103196 4.061252
## 2659 4.501199 4.387890 4.354516
## 860 3.930000 3.860000 3.870000
## 2792 4.137333 4.042667 4.069333
## 49 4.253813 4.022876 4.021786
## 1482 3.620192 3.581731 3.812500
## 727 3.750000 3.583333 3.875000
## 2318 4.217557 4.118321 4.038168
## 3047 3.414692 3.533175 3.668246
## 2751 4.227080 4.150212 3.967560
## 2585 3.892758 3.710306 3.870474
## 2453 4.065359 3.712418 3.908497
## 1832 3.661826 3.632780 3.786307
## 3138 4.495739 4.332386 4.335227
## 3073 3.750000 4.125000 4.125000
## 662.1 3.500000 3.000000 3.500000
## 2140 3.833333 3.888889 3.833333
## 643 3.752874 3.672414 3.798851
## 567 2.992908 3.159574 3.170213
## 2411 3.681818 3.672727 3.540909
## 2056 3.401210 3.268145 3.467742
## 133 3.964646 3.863636 3.984848
## 2229 4.011364 3.965909 4.227273
## 2032 3.958333 3.708333 3.916667
## 1420.1 3.084437 3.109272 3.238411
## 1296 3.906780 3.898305 4.101695
## 1544 3.494118 3.470588 3.541176
## 1102 3.375000 3.358108 3.516892
## 2392 3.535714 3.583333 3.666667
## 134 3.909091 3.909091 3.840909
## 2651 3.300000 3.100000 3.200000
## 626 4.142984 3.996448 4.066607
## 3183 3.565421 3.593458 3.429907
## 764 3.166667 3.166667 3.500000
## 227 3.856383 3.840426 3.984043
## 936 4.215858 4.112945 4.041424
## 870 4.058116 3.936874 3.931864
## 2654.1 4.080645 4.064516 4.145161
## 1628 3.350000 3.178571 3.028571
## 851 4.207317 4.073171 4.097561
## 1474 3.248485 3.324242 3.551515
## 3180 3.809406 3.762376 3.801980
## 1111 2.796053 2.934211 2.940789
## 1106 2.979310 3.051724 3.227586
## 2282 3.604167 3.468750 3.677083
## 774 3.000000 3.500000 4.000000
## 2255 3.300000 3.200000 3.400000
## 2992 3.500000 3.500000 3.500000
## 1395 2.181818 2.484848 2.272727
## 1433 3.750000 4.000000 3.750000
## 2058 3.271429 3.157143 3.285714
## 2139 4.000000 3.500000 4.000000
## 600 3.982394 3.860915 3.917254
## 916 3.944444 3.861111 4.138889
## 3177 3.837165 3.754789 3.798851
## 1293 3.602564 3.628205 3.794872
## 2281 3.427083 3.395833 3.515625
## 2586 3.436066 3.370492 3.483607
## 2842 4.175105 4.027426 4.046414
## 1870.1 3.137931 3.166667 3.350575
## 738 3.555016 3.478964 3.605178
## 797 3.000000 3.250000 3.000000
## 1284 3.403846 3.576923 3.653846
## 1549 3.088710 3.066716 3.350440
## 2105 3.500000 3.500000 3.500000
## 931 4.247135 4.103868 4.194842
## 3085 4.000000 4.000000 4.000000
## 1665 3.880435 3.847826 3.836957
## 1340 3.976190 3.952381 4.023810
## 1841 3.469880 3.463855 3.584337
## 900.1 4.016026 3.956731 4.028846
## 17 3.914286 3.814286 3.900000
## 2714 4.258355 4.217224 4.194087
## 2979 4.246536 4.151848 4.319284
## 10 3.587755 3.608163 3.767347
## 2316 4.010000 3.940000 4.030000
## 609 3.675000 3.656250 3.593750
## 587 4.160737 4.051100 4.044631
## 2095 4.170732 4.121951 4.219512
## 779 3.344444 3.320635 3.380952
## 1480 3.653571 3.603571 3.782143
## 892.1 3.738550 3.749364 3.868957
## 473 3.666667 3.388889 3.777778
## 495 3.818182 3.909091 3.863636
## 1918 3.529851 3.522388 3.686567
## 824 4.357656 4.163876 4.372010
## 1083 3.582524 3.533981 3.723301
## 1502 3.210938 3.335938 3.453125
## 1602 4.216216 4.027027 4.123874
## 1001 3.866379 3.905172 4.081897
## 1335 3.547170 3.462264 3.726415
## 1789 3.972222 3.881944 3.972222
## 693 3.978355 3.876623 4.067100
## 1795 3.850000 3.950000 3.650000
## 411 3.684211 3.500000 3.631579
## 2389 4.000000 3.750000 3.750000
## 1065 3.081288 3.049847 3.316718
## 2902 3.867695 3.879058 3.830357
## 2685 3.875000 3.895833 4.020833
## 2511 4.128924 4.068386 4.093049
## 3150 4.450000 4.178571 4.285714
## 1865 3.394558 3.413265 3.517007
## 2376 3.655172 3.613793 3.762069
## 2801 4.061151 4.035971 3.899281
## 298 4.500000 4.000000 3.500000
## 172 3.661017 3.644068 3.889831
## 1089 3.125000 3.339286 3.446429
## 12 4.000000 3.833333 4.000000
## 2528 3.833333 3.650000 3.888889
## 993 3.911290 3.750000 4.161290
## 1755 3.166667 3.333333 3.833333
## 1206 2.820144 2.902878 3.064748
## 2936 4.500000 4.000000 4.500000
## 1255 3.250000 3.375000 3.250000
## 2299 4.071429 4.107143 4.000000
## 2987 3.787879 3.606061 3.909091
## 1332 3.905660 3.827044 3.993711
## 2832 4.016760 3.927374 3.988827
## 592 4.553041 4.495050 4.514144
## 2910 3.790816 3.918367 3.836735
## 2770 4.166667 3.500000 3.833333
## 151 3.204545 3.356061 3.553030
## 3152 4.000000 4.083333 4.250000
## 3118 3.696356 3.682186 3.856275
## 2424 4.097222 3.833333 4.083333
## 2234 3.361905 3.430952 3.478571
## 2689 3.867188 3.734375 3.843750
## 2022 4.226003 4.117801 4.164921
## 273 3.906250 3.898438 3.895833
## 1874 3.573059 3.566210 3.739726
## 1830 3.735294 3.727941 3.858456
## 1243 3.040000 3.420000 3.360000
## 1580 3.089744 3.012821 3.333333
## 2884 3.370968 3.338710 3.354839
## 1298 4.000000 4.166667 3.666667
## 798 3.764706 3.882353 3.750000
## 743 3.675000 3.350000 3.575000
## 2766 3.852564 3.820513 3.769231
## 2549 4.361111 4.250000 4.361111
## 1915 3.031250 3.109375 3.203125
## 1869 3.566138 3.582011 3.736772
## 2792.1 4.137333 4.042667 4.069333
## 55 3.428571 3.785714 3.500000
## 1517 3.850736 3.748327 3.907631
## 1727 3.309524 3.238095 3.452381
## 1414 1.928571 2.357143 1.821429
## 1441 3.852273 3.727273 3.875000
## 2524 4.257735 4.100829 4.122376
## 853 3.840517 3.771552 3.801724
## 241 3.083333 3.260417 3.031250
## 1826 3.341067 3.428074 3.529002
## 1159 2.786245 2.923792 2.908922
## 1047 2.811765 2.850000 3.047059
## 1784 3.865942 3.786232 3.858696
## 1943 4.250000 4.145833 4.458333
## 1991 3.846690 3.632404 3.868467
## 665 4.000000 4.000000 4.000000
## 894 3.792148 3.672055 3.846420
## 1608 3.709677 3.670251 3.652330
## 1476 3.674180 3.678279 3.696721
## 1986 3.928019 3.791022 3.904025
## 646 3.750000 3.722222 3.722222
## 2556 2.789474 2.736842 2.894737
## 133.1 3.964646 3.863636 3.984848
## 2748 4.422727 4.295455 4.090909
## 2909 3.695035 3.693262 3.641844
## 1753 3.750000 3.250000 3.500000
## 1210 2.866197 2.880282 3.197183
## 1422 3.650327 3.640523 3.823529
## 1401 2.821429 2.821429 2.767857
## 278 3.252809 3.247191 3.376404
## 1079 3.794574 3.771318 3.922481
## 1936 3.700450 3.653153 3.871622
## 346 4.065104 3.924479 4.091146
## 2938 3.750000 3.541667 3.791667
## 2467 3.974006 3.892966 3.915902
## 2371 3.904706 3.781176 3.910588
## 851.1 4.207317 4.073171 4.097561
## 1426 3.852941 3.735294 3.906863
## 1966 4.050420 3.932773 3.823529
## 190 2.934783 3.085507 3.225362
## 3181 4.190476 4.007937 4.134921
## 2366 3.691667 3.741667 3.716667
## 1197 2.774295 2.866771 2.974922
## 1735 3.909091 3.681818 4.045455
## 2047 4.130827 4.045865 4.052632
## 2985 3.779915 3.752137 3.901709
## 1592 4.000000 3.500000 3.500000
## 259 4.299220 4.260234 4.230019
## 2065 3.000000 3.000000 3.000000
## 3065 3.365385 3.288462 3.519231
## 699 3.158085 3.265583 3.168925
## 801 2.500000 3.500000 3.000000
## 2666 3.937611 3.852941 4.000000
## 2394 3.633721 3.558140 3.622093
## 565 3.672727 3.763636 3.809091
## 553.1 3.025641 2.974359 2.743590
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## 659 4.012500 4.000000 3.950000
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## 2941 3.875000 3.500000 3.875000
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## 2566 4.214286 4.142857 4.142857
## 592.1 4.553041 4.495050 4.514144
## 574 4.000000 3.000000 3.500000
## 3003 3.660000 3.480000 3.700000
## 2450 4.291429 4.071429 4.134286
## 769 2.000000 2.375000 2.375000
## 2117 3.571429 3.464286 3.535714
## 3109 4.111479 3.952539 4.069536
## 1421 2.500000 3.000000 2.500000
## 2282.1 3.604167 3.468750 3.677083
## 2409 3.964286 3.818878 3.841837
## 1128.1 3.917614 3.974432 3.826705
## 1832.1 3.661826 3.632780 3.786307
## 2516 3.905738 3.833333 3.878415
## 2251 3.952381 3.880952 3.916667
## 2491 4.482164 4.386257 4.082749
## 2254 4.000000 3.941667 3.925000
## 2153 3.366743 3.405467 3.433941
## 2506 4.510499 4.400262 4.209974
## 44 4.264977 4.187788 4.059908
## 2982 3.637546 3.658922 3.795539
## 2775 4.180851 4.031915 3.904255
## 1755.1 3.166667 3.333333 3.833333
## 2021 4.309524 4.126190 4.202381
## 2612 3.800000 3.700000 3.900000
## 379 4.050000 4.150000 4.116667
## 849.1 4.081315 4.015571 4.032872
## 1217 2.440367 2.587156 2.674312
## 175 3.907895 3.868421 4.315789
## 1754 3.055556 3.277778 3.277778
## 454.1 3.808252 3.745146 3.813107
## 1719 3.500000 3.283784 3.648649
## 1997.1 4.397959 4.255102 4.367347
## 1073 2.982517 2.986014 3.248252
## 3125 3.495098 3.426471 3.583333
## 1120 3.314706 3.373529 3.560294
## 1298.1 4.000000 4.166667 3.666667
## 238 3.476190 3.428571 3.714286
## 2100 3.664430 3.577181 3.630872
## 356.1 3.421053 3.500000 3.368421
## 1637.1 4.215054 4.091398 4.204301
## 1574 3.833333 3.833333 3.666667
## 2394.1 3.633721 3.558140 3.622093
## 729 3.312169 3.399471 3.428571
## 2017 4.337179 4.244872 4.188462
## 631.1 4.102564 3.958333 4.076923
## 3121.1 3.600000 3.551818 3.815455
## 2393 3.761905 3.630952 3.827381
## 2236.1 3.614035 3.552632 3.754386
## 1495 4.158257 3.970183 4.045872
## 3065.1 3.365385 3.288462 3.519231
## 1822 4.153205 4.068786 4.100313
## 2176 4.543548 4.430876 4.339401
## 2239 3.687500 3.500000 3.625000
## 791 3.486726 3.415929 3.473451
## 2147 2.791185 2.714595 2.883671
## 2988 3.571429 3.395918 3.667347
## 1018 3.101370 3.006164 3.612329
## 276 4.065217 4.086957 3.869565
## 1197.1 2.774295 2.866771 2.974922
## 2775.1 4.180851 4.031915 3.904255
## 1349 1.824248 1.927632 2.521617
## 3064.1 3.694737 3.689474 3.857895
## 1728 2.847826 2.869565 3.043478
## 3016.1 4.425038 4.283190 4.515901
## 2087 4.500000 4.300000 4.500000
## 1299 3.500000 3.607143 3.857143
## 1950 3.698370 3.774457 4.008152
## 2155 4.175824 4.010989 4.093407
## 2033.1 3.472222 3.427778 3.441667
## 728 2.990291 3.021036 3.237864
## 1632 4.104651 3.383721 3.906977
## 1479 3.555556 3.453704 3.500000
## 802 4.118990 4.006667 4.172727
## 2353 4.061404 3.995614 3.969298
## 1174 3.434211 3.328947 3.434211
## 1630 2.781250 3.031250 2.875000
## 1124 3.580000 3.440000 3.580000
## 103 3.682540 3.738095 3.801587
## 2750 4.335206 3.939139 4.013109
## 2368 3.870968 3.677419 3.838710
## 2659.1 4.501199 4.387890 4.354516
## 2645 4.031250 3.718750 3.875000
## 3188 4.133690 4.080214 4.090909
## 3167 3.802365 3.724662 3.837838
## 2850 4.177083 4.114583 4.229167
## 565.1 3.672727 3.763636 3.809091
## 1486 3.591503 3.555556 3.784314
## 1728.1 2.847826 2.869565 3.043478
## 1664 4.211538 4.038462 4.134615
## 2276 3.696262 3.738318 3.864486
## 597 3.762332 3.659193 3.751121
## 1776.1 3.686469 3.678218 3.707921
## 2054 3.772346 3.539106 3.720670
## 104.1 4.130065 4.036062 4.194895
## 1308 2.671801 2.758294 2.985782
## 1118 4.157924 4.049665 4.295201
## 2954 2.919571 2.975871 2.975871
## 680 4.229000 4.234000 4.190000
## 2062 3.777439 3.637195 3.911585
## 875 3.881944 3.791667 3.902778
## 2191 3.885671 3.739329 3.705793
## 1994 3.833333 3.816667 3.883333
## 258 3.925355 3.886256 3.616114
## 1674 4.500000 4.500000 4.500000
## 1632.1 4.104651 3.383721 3.906977
## 1088 3.766667 3.616667 4.033333
## 1728.2 2.847826 2.869565 3.043478
## 672.1 4.106183 4.108871 4.161290
## 2866 3.393023 3.453488 3.355814
## 155 3.276119 3.343284 3.343284
## 854 3.880952 3.869048 3.869048
## 1997.2 4.397959 4.255102 4.367347
## 3176 3.811594 3.818841 3.829710
## 2320 3.767628 3.762821 3.469551
## 1974 3.477273 3.659091 3.477273
## 900.2 4.016026 3.956731 4.028846
## 2925 3.866071 3.843750 3.736607
## 2983 3.585145 3.530797 3.684783
## 1675 4.250000 4.000000 4.125000
## 104.2 4.130065 4.036062 4.194895
## 1090 3.166667 3.000000 3.750000
## 1275 3.833333 3.916667 3.916667
## 1274 4.034130 3.918089 4.119454
## 908 2.676724 3.107759 2.883621
## 1891 3.524590 3.586066 3.536885
## 1049.1 3.013089 2.884817 3.264398
## 180 4.088235 4.047059 4.088235
## 2528.1 3.833333 3.650000 3.888889
## 2557 3.816327 3.673469 4.000000
## 2841 3.791045 3.768657 3.843284
## 1752 3.500000 3.666667 3.666667
## 2100.1 3.664430 3.577181 3.630872
## 2651.1 3.300000 3.100000 3.200000
## 1907 4.412214 4.343511 4.534351
## 1748 3.403846 3.461538 3.634615
## 2763 4.363636 4.000000 4.181818
## 446.1 4.437500 4.125000 4.187500
## 1942 3.591837 3.637755 3.841837
## 1841.1 3.469880 3.463855 3.584337
## 2691 3.990385 3.961538 4.038462
## 1360.1 2.082781 2.165563 2.629139
## 310 3.404255 3.384752 3.517730
## 1790.1 4.264706 4.323529 4.117647
## 936.1 4.215858 4.112945 4.041424
## 3015 3.625000 3.750000 3.750000
## 1699 2.285714 2.071429 1.857143
## 392 4.000000 3.916667 3.916667
## 2421 3.909091 3.590909 3.840909
## 1168 3.861111 3.680556 3.875000
## 2578 3.636364 3.636364 3.636364
## 249 3.562500 3.437500 3.500000
## 2637 3.500000 3.333333 3.333333
## 1452.1 3.447368 3.421053 3.578947
## 2946.1 2.750000 2.500000 2.750000
## 2512 4.300000 4.500000 4.300000
## 2424.1 4.097222 3.833333 4.083333
## 965 3.634615 3.615385 3.461538
## 538 3.297297 2.918919 3.135135
## 332 4.100000 4.200000 4.300000
## 1509 3.250000 3.333333 3.333333
## 637 3.647826 3.626087 3.713043
## 677 4.113208 4.075472 4.169811
## 1847 3.695000 3.692500 3.875000
## 1741 3.750000 3.750000 3.875000
## 1405 2.861111 2.888889 3.000000
## 2091 4.426531 4.261224 4.306122
## 3129 3.558140 3.639535 3.627907
## 298.1 4.500000 4.000000 3.500000
## 2462 4.166667 4.000000 4.083333
## 2933 4.500000 4.000000 4.000000
## 2441 3.805556 3.666667 3.944444
## 2742 4.038462 3.846154 3.980769
## 1121 2.975524 3.062937 3.195804
## 2387 3.462121 3.333333 3.575758
## 2359 3.932432 3.797297 3.986486
## 2097.1 4.300000 4.200000 4.100000
## 2883 3.714286 3.544643 3.607143
## 2637.1 3.500000 3.333333 3.333333
## 2234.2 3.361905 3.430952 3.478571
## 2396.1 3.230769 3.461538 3.307692
## 2101 3.687500 3.696429 3.598214
## 2485 3.580000 3.730000 3.620000
## 274 3.709402 3.666667 3.713675
## 81 4.523166 4.397683 4.281853
## 848 4.131148 4.032787 4.213115
## 1238 1.866667 2.000000 1.716667
## 851.2 4.207317 4.073171 4.097561
## 2220 3.145408 3.204082 3.294643
## 744.1 4.176471 3.823529 3.794118
## 2979.1 4.246536 4.151848 4.319284
## 382 4.035714 3.946429 4.023810
## 1517.2 3.850736 3.748327 3.907631
## 810 4.308940 4.160386 4.360210
## 2994 3.370130 3.344156 3.545455
## 74.1 3.943515 3.958159 3.834728
## 182 3.425532 3.617021 3.627660
## 1158 2.978469 3.038278 3.224880
## 2947.1 4.247974 4.077796 4.396272
## 1370.2 2.588235 2.551471 2.875000
## 2914 3.568602 3.639842 3.602902
## 1253.1 2.250000 2.750000 2.500000
## 637.1 3.647826 3.626087 3.713043
## 2252 3.692857 3.835714 3.735714
## 1694 3.309524 3.261905 3.392857
## 1686 2.462963 2.512346 2.555556
## 636 3.750000 3.735000 3.770000
## 2059 3.882353 3.823529 3.911765
## 726 3.553922 3.553922 3.578431
## 1741.1 3.750000 3.750000 3.875000
## 188 3.440000 3.450000 3.550000
## 718 3.301310 3.266376 3.447598
## 2922 4.242268 4.206186 4.213918
## 649 3.666667 4.000000 3.833333
## 2215 3.933647 3.815569 4.042842
## 456 3.957447 3.872340 4.085106
## 737 3.839650 3.705539 3.741983
## 1334 3.952381 4.095238 4.095238
## 2381 3.500000 4.000000 3.375000
## 541 4.187500 3.968750 3.906250
## 2032.1 3.958333 3.708333 3.916667
## 34.2 4.266667 4.266667 4.166667
## 2142 4.225000 4.100000 4.075000
## 2810 3.888554 3.831325 3.861446
## 304 4.023053 3.912936 4.044987
## 833.1 4.031250 4.093750 3.968750
## 1977 3.700000 3.640000 3.780000
## 1421.1 2.500000 3.000000 2.500000
## 2332 3.204545 3.295455 3.295455
## 2884.1 3.370968 3.338710 3.354839
## 2433.1 3.649171 3.622928 3.689227
## 83 4.264706 4.058824 4.117647
## 3019 3.142762 3.260292 3.403054
## 381 3.857143 3.828571 3.804762
## 2623 3.797855 3.795380 4.027228
## 85 4.437799 4.334928 4.193780
## 1892 3.074879 3.161836 3.270531
## 916.2 3.944444 3.861111 4.138889
## 1730 4.083333 3.750000 4.166667
## 1206.1 2.820144 2.902878 3.064748
## 235 3.388889 3.444444 3.555556
## 2660.1 4.266667 4.200247 4.240741
## 1420.2 3.084437 3.109272 3.238411
## 871 3.807229 3.761044 3.845382
## 725 3.516736 3.508368 3.587866
## 3143 4.287425 4.101796 4.188623
## 1010.1 3.729730 3.770270 4.027027
## 2047.2 4.130827 4.045865 4.052632
## 1728.3 2.847826 2.869565 3.043478
## 2254.1 4.000000 3.941667 3.925000
## 1129 3.439024 3.402439 3.603659
## 2389.1 4.000000 3.750000 3.750000
## 2812 3.809322 3.741525 3.817797
## 1257 3.015152 3.212121 2.969697
## 1508 3.625000 3.500000 3.625000
## 2195 4.063830 3.861702 3.936170
## 3009 3.576923 3.730769 3.692308
## 1972 3.908163 3.918367 3.918367
## 174 3.581395 3.406977 3.697674
## 332.1 4.100000 4.200000 4.300000
## 2652 4.352941 4.147059 4.205882
## 2274 3.765957 3.712766 3.851064
## 1560 3.511050 3.455801 3.588398
## 2754 3.928717 3.899185 3.815682
## 31 3.666667 3.833333 4.000000
## 724 3.179204 3.181416 3.280973
## 982 3.750000 3.250000 3.750000
## 3090 4.048387 4.064516 4.008065
## 274.1 3.709402 3.666667 3.713675
## 1864 3.731796 3.625000 3.922330
## 1809 3.912011 3.851955 3.984637
## 2660.2 4.266667 4.200247 4.240741
## 1244 1.909091 2.045455 1.977273
## 1051 2.750000 2.791667 3.026786
## 350 3.757396 3.742604 3.778107
## 1543.1 3.543860 3.456140 3.631579
## 2167 3.621212 3.696970 3.606061
## 1540 3.500000 3.750000 3.333333
## 1077 3.153846 3.182692 3.403846
## 2654.2 4.080645 4.064516 4.145161
## 444 3.804000 3.768000 3.772000
## 2066 3.800000 3.618182 3.827273
## 2860 4.114726 4.023973 4.006849
## 1065.1 3.081288 3.049847 3.316718
## 3064.2 3.694737 3.689474 3.857895
## 2905 3.963415 3.918699 3.951220
## 2367.1 3.688679 3.594340 3.584906
## 2174 3.362903 3.233871 3.370968
## 700.1 4.416901 4.195070 4.218310
## 1120.1 3.314706 3.373529 3.560294
## 1067 3.497899 3.489496 3.558824
## 172.1 3.661017 3.644068 3.889831
## 2494 4.620614 4.473684 4.317982
## 2618 3.749386 3.715397 3.739148
## 2388 3.943478 3.834783 3.904348
## 1344 1.828725 1.948541 2.422043
## 1890 3.394737 3.473684 3.421053
## 1763 4.307018 4.114035 4.052632
## 2899 4.162865 4.057482 4.102646
## 1773 4.666667 4.475000 4.550000
## 1509.1 3.250000 3.333333 3.333333
## 3163 3.794181 3.770474 3.798491
## 1804 3.945415 3.804949 4.097525
## 919 3.642857 3.589286 3.571429
## 2650 3.791045 3.619403 3.820896
## 247 3.875000 3.750000 3.875000
## 2533 3.208451 3.194366 3.311268
## 1073.1 2.982517 2.986014 3.248252
## 1130 3.672840 3.771605 4.018519
## 1639 4.255464 4.096995 4.106557
## 88 4.024272 3.985437 3.742718
## 607 4.034810 3.971519 4.034810
## 2428.1 3.777778 3.888889 3.944444
## 1018.1 3.101370 3.006164 3.612329
## 2151 3.711644 3.727397 3.743151
## 1192 3.007126 3.053444 3.200713
## 1119 3.860465 3.912791 4.011628
## 1055 3.757812 3.656250 3.960938
## 2825 4.045994 3.982196 4.034125
## 1174.1 3.434211 3.328947 3.434211
## 2313 3.500000 3.333333 3.500000
## 1287 3.900000 4.300000 4.300000
## 2285.1 3.181319 3.395604 3.368132
## 1007 3.843750 3.875000 4.125000
## 2731 3.870279 3.770115 3.877668
## 683 4.254144 4.145028 4.147790
## 1367 3.583333 3.527778 3.777778
## 2662 4.255128 4.154487 4.188462
## 735 3.778774 3.622571 3.787743
## 2753.1 4.333333 4.416667 4.333333
## 215 3.535714 3.535714 3.690476
## 2885 3.952381 3.857143 3.833333
## 620.1 3.610294 3.588235 3.595588
## 1485 3.642857 3.714286 3.829670
## 2233 3.953488 3.965116 4.000000
## 2448 4.325581 4.104651 4.182171
## 1595 4.253745 4.084270 3.996255
## 240.1 3.750000 3.500000 3.750000
## 1961 3.875000 3.796053 3.986842
## 1820 3.714286 3.685714 3.900000
## 1724 3.600000 3.433333 3.733333
## 2076 3.918919 3.779279 3.837838
## 556 4.153846 4.230769 4.000000
## 1965 4.157895 4.065015 4.037152
## 1114.1 3.218563 3.284431 3.437126
## 2163.1 4.319149 4.159574 4.180851
## 2088 4.211823 4.147783 4.157635
## 2459 4.150000 3.900000 4.075000
## 1671 4.500000 5.000000 4.500000
## 33.2 3.681818 3.636364 3.909091
## 918 3.697368 3.618421 3.697368
## 323 3.476190 3.420635 3.587302
## 974 3.071429 2.642857 3.285714
## 138 3.976987 3.898536 4.150105
## 2703 4.312950 4.290767 4.173861
## 2464 4.307028 4.128853 4.113440
## 2978 3.250000 3.250000 4.000000
## 893 4.133333 4.057895 4.012281
## 2720 3.850000 3.760000 3.910000
## 2530.1 4.222727 3.997727 4.173864
## 1319 2.461538 2.615385 2.846154
## 1544.1 3.494118 3.470588 3.541176
## 2982.1 3.637546 3.658922 3.795539
## 798.1 3.764706 3.882353 3.750000
## 793.1 3.598214 3.607143 3.633929
## 61 3.809524 3.829932 3.721088
## 2047.3 4.130827 4.045865 4.052632
## 2183 4.417557 4.312977 4.269466
## 1327 2.333333 2.243590 2.564103
## 1226 2.667969 2.773438 2.867188
## 890 3.643764 3.622979 3.717667
## 691 3.691176 3.687500 3.775735
## 1121.1 2.975524 3.062937 3.195804
## 2399 3.547619 3.428571 3.571429
## 1497 4.295181 4.120482 4.198795
## 823 4.158268 4.052756 4.142126
## 475 3.833333 4.000000 4.000000
## 840 4.101920 3.996307 4.079025
## 64.1 3.714968 3.789809 3.673567
## 1992 2.946667 3.020000 2.954667
## 454.2 3.808252 3.745146 3.813107
## 235.1 3.388889 3.444444 3.555556
## 356.2 3.421053 3.500000 3.368421
## 80.1 3.741520 3.774084 3.607191
## 6 4.192063 4.087302 4.230159
## 2918 4.000000 3.918129 3.880117
## 945 4.724590 4.612295 4.600000
## 39 3.689655 3.810345 3.827586
## 2637.2 3.500000 3.333333 3.333333
## 1004 3.671687 3.662651 3.740964
## 3010.2 4.250000 4.020833 4.270833
## 594 3.767782 3.743375 3.826360
## 2163.2 4.319149 4.159574 4.180851
## 2002 3.684573 3.553719 3.761708
## 1294 3.863636 3.852273 4.193182
## 2206 3.937500 3.833333 3.854167
## 2117.1 3.571429 3.464286 3.535714
## 517 4.000000 4.000000 4.333333
## 2698 4.217949 4.171598 4.113412
## 369 4.036585 3.817073 3.926829
## 217.1 3.570919 3.586084 3.642730
## 1122 3.568548 3.653226 3.802419
## 2667.1 3.818447 3.721359 3.829126
## 1990 4.241085 4.080620 4.179070
## 2727 3.945797 3.805577 3.936371
## 27 4.000000 4.000000 4.000000
## 130 3.500000 3.518519 3.703704
## 1105 3.789308 3.779874 3.864780
## 2687 3.731429 3.680000 3.902857
## 2035.1 4.000000 3.625000 3.750000
## 514.1 3.635514 3.490654 3.883178
## 2780 4.260524 4.120206 4.049111
## 1546 4.005495 3.901099 4.071429
## 1976 3.833333 4.166667 4.000000
## 889 3.975434 3.932081 3.970376
## 402 3.500000 3.500000 3.833333
## 24.1 3.588235 3.411765 3.470588
## 1762 3.700000 3.800000 3.800000
## 55.1 3.428571 3.785714 3.500000
## 2092 3.774510 3.794118 3.823529
## 781 3.409677 3.454839 3.506452
## 1628.1 3.350000 3.178571 3.028571
## 1711 2.357143 2.464286 2.178571
## 332.2 4.100000 4.200000 4.300000
## 2687.1 3.731429 3.680000 3.902857
## 926 4.630985 4.451326 4.590028
## 2486 3.500000 3.550000 3.500000
## 1461.1 3.308204 3.436807 3.544346
## 1622 3.787770 3.776978 3.827338
## 188.1 3.440000 3.450000 3.550000
## 266 3.612319 3.612319 3.389493
## 2287 2.892857 2.946429 3.017857
## 1876 3.992188 3.908854 4.104167
## 1870.3 3.137931 3.166667 3.350575
## 1059 2.810458 2.803922 3.107843
## 636.1 3.750000 3.735000 3.770000
## 2314 3.500000 4.000000 3.500000
## 2645.1 4.031250 3.718750 3.875000
## 533 4.000000 4.166667 4.333333
## 216 3.653226 3.620968 3.991935
## 1011 3.678082 3.746575 3.952055
## 228 3.904255 3.723404 3.936170
## 1285 3.803419 3.803419 4.106838
## 2105.1 3.500000 3.500000 3.500000
## 3163.1 3.794181 3.770474 3.798491
## 349 3.440860 3.473118 3.865591
## 1775 4.391414 3.914141 4.098485
## 1558 3.570175 3.535088 3.714912
## 2279 3.617647 3.609244 3.647059
## 1113 3.043103 3.103448 3.400862
## 1933 3.723039 3.693627 3.898284
## 3153 4.220000 3.920000 4.160000
## 2212 4.124758 4.029014 4.092360
## 478 3.645382 3.513113 3.706956
## 596.1 4.035584 3.913321 3.985401
## 2954.1 2.919571 2.975871 2.975871
## 392.1 4.000000 3.916667 3.916667
## 1021.1 3.053691 3.026286 3.370246
## 2396.2 3.230769 3.461538 3.307692
## 331 4.113636 3.977273 4.221591
## 1870.4 3.137931 3.166667 3.350575
## 1246 3.000000 3.125000 3.025000
## 882 4.250000 4.041667 4.041667
## 502 3.380208 3.302083 3.489583
## 156 3.879310 3.879310 4.077586
## 2847.1 3.652778 3.680556 3.663194
## 423 4.220951 4.116195 3.928958
## 1671.1 4.500000 5.000000 4.500000
## 1445 3.151163 3.081395 3.290698
## 1192.1 3.007126 3.053444 3.200713
## 2017.1 4.337179 4.244872 4.188462
## 1758 3.600000 3.300000 3.600000
## 2304 4.666667 4.666667 4.666667
## 3004 4.128571 4.028571 4.157143
## 144.1 2.881410 2.919872 3.157051
## 436 3.836013 3.680064 3.842444
## 218.1 3.889868 3.848018 3.943833
## 808 3.922222 3.955556 4.100000
## 2901 3.784284 3.755008 3.740370
## 404 3.500000 3.400000 3.100000
## 370 3.760000 3.750000 3.910000
## 848.1 4.131148 4.032787 4.213115
## 2504 4.142857 4.035714 4.178571
## 2685.4 3.875000 3.895833 4.020833
## 1810 3.635317 3.581574 3.765835
## 266.1 3.612319 3.612319 3.389493
## 1612 4.375000 4.250000 4.428571
## 1141 3.357143 3.464286 3.500000
## 1927 3.684896 3.674479 3.927951
## 2257 3.958333 3.750000 3.666667
## 389 3.815789 3.684211 3.684211
## 2768 3.724299 3.733645 3.621495
## 2777 4.364190 4.244715 4.232543
## 1483 3.557018 3.535088 3.701754
## 770 2.166667 2.000000 2.166667
## 983.1 4.500000 3.500000 4.500000
## 1382 2.780000 2.810000 3.230000
## 2433.2 3.649171 3.622928 3.689227
## 317.1 4.018868 4.047170 4.084906
## 2893 3.734868 3.718421 3.669079
## 1347 1.695029 1.803059 2.159656
## 2194 4.090461 4.046053 3.828947
## 259.1 4.299220 4.260234 4.230019
## 2997 3.666667 3.833333 3.708333
## 2174.1 3.362903 3.233871 3.370968
## 2290 3.550000 3.450000 3.550000
## 1053 3.087629 3.092784 3.577320
## 1865.1 3.394558 3.413265 3.517007
## 1417.1 3.407957 3.317696 3.596200
## 1981 4.000000 4.500000 4.500000
## 2867 3.883399 3.766798 3.865613
## 313 3.744681 3.765957 3.489362
## 2625 4.166667 4.000000 4.166667
## 2806 4.301394 4.165505 4.228223
## 289 3.500000 3.500000 3.590909
## 1716 3.846021 3.813149 3.958478
## 706.3 4.172457 4.009926 4.093052
## 2995 3.125000 3.406250 3.218750
## 1501 3.666667 3.625000 3.875000
## 415.2 3.583333 3.500000 3.083333
## 2591 3.000000 3.500000 3.500000
## 1135 3.461538 3.576923 3.705128
## 3147.1 3.942922 3.757991 3.785388
## 1426.2 3.852941 3.735294 3.906863
## 2931 3.500000 3.166667 3.333333
## 2268 3.431373 3.397059 3.500000
## 3028.1 4.083333 3.947257 4.123418
## 1678 4.000000 4.000000 4.000000
## 1629 3.772727 3.325758 3.598485
## 1570 2.875000 3.000000 3.375000
## 2036 4.198020 4.212871 4.069307
## 103.1 3.682540 3.738095 3.801587
## 2828.1 4.148770 4.016779 3.864653
## 601 4.500000 4.000000 4.500000
## 2425.1 3.928571 3.714286 3.785714
## 1744 3.818182 3.780303 3.946970
## 2748.1 4.422727 4.295455 4.090909
## 571 3.500000 3.750000 3.750000
## 2106 3.881579 3.828947 3.828947
## 2361 4.119718 4.077465 4.161972
## 3004.1 4.128571 4.028571 4.157143
## 935 4.457461 4.321404 4.329169
## 910 3.956693 3.854331 4.078740
## 2098 3.453704 3.449074 3.546296
## 3066 3.426471 3.470588 3.676471
## 1607 4.628205 4.493590 4.628205
## 2221 3.916978 3.850746 3.945896
## 1038 2.792169 2.765060 3.192771
## 1594 3.987265 3.877076 3.843854
## 532 3.500000 4.000000 3.500000
## 927 4.305430 4.085973 4.260181
## 454.3 3.808252 3.745146 3.813107
## 1569 3.862069 3.862069 3.965517
## 1353 2.500000 3.000000 2.500000
## 764.1 3.166667 3.166667 3.500000
## 1773.1 4.666667 4.475000 4.550000
## 1868 3.811441 3.722458 3.938559
## 1238.1 1.866667 2.000000 1.716667
## 586 4.236705 4.089884 4.137572
## 1058 3.080128 3.048077 3.519231
## 1482.1 3.620192 3.581731 3.812500
## 1068 3.288462 3.307692 3.403846
## 279 4.207692 4.092308 4.061538
## 2098.1 3.453704 3.449074 3.546296
## 2083 4.354442 4.234405 4.183365
## 2434 4.104680 4.013547 4.176108
## 229 3.727848 3.708861 3.816456
## 1713 2.000000 2.000000 2.000000
## 1821 4.064607 4.039326 4.199438
## 73 3.884783 3.936957 3.821739
## 125 3.833333 3.771739 3.750000
## 1184 3.059091 3.114773 3.315909
## 2872 3.827381 3.839286 3.773810
## 449.1 3.861386 3.816832 3.975248
## 3143.1 4.287425 4.101796 4.188623
## 2643 3.745763 3.754237 3.788136
## 2089 4.170382 4.089172 4.068471
## 3084 4.056962 4.012658 3.892405
## 853.1 3.840517 3.771552 3.801724
## 2309 4.500000 4.500000 4.500000
## 1290.1 3.500000 3.500000 3.750000
## 106.1 3.691126 3.673208 3.832765
## 386 3.784884 3.691860 3.715116
## 427 4.181818 3.985646 4.191388
## 1860 3.852761 3.820552 3.977761
## 208 3.159574 3.132979 3.398936
## 2243 4.119323 4.044969 4.091719
## 1647 4.108108 4.013514 4.067568
## 1753.2 3.750000 3.250000 3.500000
## 1665.2 3.880435 3.847826 3.836957
## 1094.1 3.412698 3.428571 3.555556
## 2215.1 3.933647 3.815569 4.042842
## 1262 2.625000 2.750000 2.583333
## 429 3.705882 3.574394 3.817186
## 509 3.385542 3.385542 3.554217
## 1239 2.857143 2.750000 2.821429
## 1262.1 2.625000 2.750000 2.583333
## 765 4.250000 4.250000 4.750000
## 2131 3.833333 3.791667 3.781250
## 2423.1 2.583333 2.736111 2.500000
## 1177 3.636364 3.613636 3.818182
## 631.2 4.102564 3.958333 4.076923
## 1267 3.818299 3.739691 4.030928
## 408 3.833333 3.805556 3.638889
## 114 2.919355 3.044355 3.104839
## 2053 3.860313 3.668407 3.891645
## 1235 2.000000 2.397436 2.141026
## 720.1 3.400000 3.300000 3.200000
## 2946.2 2.750000 2.500000 2.750000
## 2685.5 3.875000 3.895833 4.020833
## 1316 2.722222 2.722222 2.777778
## 2338 4.068770 3.974515 3.955906
## 1249 3.083333 3.194444 3.083333
## 2667.2 3.818447 3.721359 3.829126
## 500 3.904762 3.857143 3.857143
## 1260 2.714286 3.035714 2.821429
## 2678 4.193548 4.064516 4.161290
## 811.1 4.379902 4.200572 4.336601
## 656 3.878049 3.853659 3.902439
## 2264 3.530702 3.448830 3.719298
## 2119 4.097687 4.014303 4.071516
## 1689 2.500000 3.000000 3.000000
## 2100.2 3.664430 3.577181 3.630872
## 2411.1 3.681818 3.672727 3.540909
## 726.1 3.553922 3.553922 3.578431
## 1846 3.343496 3.256098 3.367886
## 3109.1 4.111479 3.952539 4.069536
## 2093 4.135135 4.067568 4.067568
## 1924 4.124799 4.011809 4.242083
## 3073.1 3.750000 4.125000 4.125000
## 1007.1 3.843750 3.875000 4.125000
## 39.1 3.689655 3.810345 3.827586
## 1784.1 3.865942 3.786232 3.858696
## 25 3.615385 3.711538 3.750000
## 2609 4.333333 4.388889 4.444444
## 2117.2 3.571429 3.464286 3.535714
## 1569.1 3.862069 3.862069 3.965517
## 1092 3.625000 3.571429 3.660714
## 2512.1 4.300000 4.500000 4.300000
## 3190 4.004167 4.108333 3.920833
## 2479 4.000000 4.000000 4.300000
## 3087 3.817003 3.795389 3.585014
## 2272 3.388489 3.388489 3.579137
## 1258 2.875000 3.000000 2.875000
## 1542 3.710526 3.710526 3.894737
## 1738 3.862069 3.706897 3.931034
## 2585.1 3.892758 3.710306 3.870474
## 1966.1 4.050420 3.932773 3.823529
## 2251.1 3.952381 3.880952 3.916667
## 1522.1 3.717054 3.680879 3.812661
## 3055 3.606635 3.561611 3.758294
## 2502 4.284259 4.261771 4.083626
## 1354 1.862360 2.018258 2.446629
## 2305 3.733333 3.766667 3.866667
## 2422 3.791667 3.486111 3.763889
## 1941 3.311111 3.333333 3.483333
## 1507 4.285714 4.285714 4.285714
## 449.2 3.861386 3.816832 3.975248
## 618 3.500000 3.500000 3.500000
## 1252 2.500000 3.000000 2.500000
## 315 3.592391 3.657609 3.793478
## 2212.1 4.124758 4.029014 4.092360
## 2582 4.031796 3.940150 4.014963
## 3089 4.139423 4.014423 3.995192
## 192 3.433566 3.440559 3.744755
## 2387.1 3.462121 3.333333 3.575758
## 913 3.473077 3.500000 3.611538
## 1326 3.750000 3.666667 4.000000
## 2995.1 3.125000 3.406250 3.218750
## 2133.1 4.000000 3.888889 4.077778
## 887 4.361111 4.194444 4.361111
## 2001 3.924242 3.881119 3.918415
## 2018 3.835052 3.757732 3.747423
## 732 2.800000 3.700000 3.300000
## 1112 3.581395 3.627907 3.784884
## 2716.1 4.408088 4.176471 4.316176
## 162.1 3.483333 3.566667 3.533333
## 94 3.971154 3.903846 3.855769
## 2183.1 4.417557 4.312977 4.269466
## 2636 3.142857 3.130952 3.119048
## 1004.1 3.671687 3.662651 3.740964
## 2359.1 3.932432 3.797297 3.986486
## 1029 2.487342 2.635443 2.854430
## 2751.1 4.227080 4.150212 3.967560
## 1156 3.306723 3.186975 3.357143
## 970 3.500000 3.285714 3.428571
## 1658.1 3.500000 3.500000 3.750000
## 1691.1 2.620690 2.586207 3.034483
## 2925.1 3.866071 3.843750 3.736607
## 535 4.125000 4.125000 4.000000
## 1667.1 4.333333 4.166667 4.166667
## 1894 3.387931 3.525862 3.551724
## 156.1 3.879310 3.879310 4.077586
## 717 3.861111 3.805556 4.027778
## 1607.1 4.628205 4.493590 4.628205
## 2939.1 3.300000 3.100000 3.300000
## 208.1 3.159574 3.132979 3.398936
## 2198 4.326389 4.118056 4.229167
## 3051 3.818519 3.722222 4.001852
## 2039 3.972973 3.891892 3.770270
## 91 4.289941 4.192308 4.044379
## 762 3.750000 3.333333 3.916667
## 1184.1 3.059091 3.114773 3.315909
## 3090.1 4.048387 4.064516 4.008065
## 1892.1 3.074879 3.161836 3.270531
## 107 3.974468 3.803191 4.071277
## 978 2.833333 2.833333 2.833333
## 235.2 3.388889 3.444444 3.555556
## 2668 4.297468 4.243038 4.136709
## 971 2.875000 2.750000 2.750000
## 2888 3.391304 3.456522 3.282609
## 291 4.500000 4.000000 4.000000
## 1642 4.087838 4.038288 4.101351
## 795 3.924731 3.903226 3.736559
## 1952 3.576220 3.631098 3.826220
## 1824 4.057007 4.091449 4.223278
## 2772 3.500000 3.666667 3.500000
## 1718 3.784314 3.676471 3.986928
## 475.1 3.833333 4.000000 4.000000
## 408.1 3.833333 3.805556 3.638889
## 2772.1 3.500000 3.666667 3.500000
## 2943.1 3.500000 3.700000 3.800000
## 2961 3.058642 3.135802 3.342593
## 782 3.789216 3.750000 3.759804
## 3091 3.977273 3.909091 3.863636
## 562 3.713889 3.790278 3.770833
## 1723 3.559211 3.421053 3.625000
## 1127 3.761364 3.727273 3.829545
## 658 4.005165 3.904959 3.875000
## 2970.1 2.639344 2.795082 2.803279
## 791.1 3.486726 3.415929 3.473451
## 396 3.785714 3.607143 3.750000
## 889.1 3.975434 3.932081 3.970376
## 1918.1 3.529851 3.522388 3.686567
## 944 4.172632 4.094737 4.110526
## 1050 3.400602 3.265060 3.743976
## 1780 4.278571 4.021429 4.121429
## 1872 3.018433 3.066820 3.076037
## 1582 2.714286 3.035714 3.178571
## 2572 3.076923 3.153846 3.076923
## 2902.1 3.867695 3.879058 3.830357
## 2931.1 3.500000 3.166667 3.333333
## 2303 3.500000 3.785714 3.785714
## 303 4.000000 4.000000 3.500000
## 2886 3.333333 3.222222 3.083333
## 912 3.892857 3.857143 3.928571
## 2840 4.181319 4.102564 4.095238
## 3115.1 4.055461 3.961604 4.103242
## 2759 4.084856 4.000000 3.985640
## 353.1 3.441667 3.508333 3.583333
## 1326.1 3.750000 3.666667 4.000000
## 2327 4.027778 3.902778 4.055556
## 1445.1 3.151163 3.081395 3.290698
## 92 3.458333 3.325000 3.591667
## 1484 3.884615 3.750000 4.028846
## 2953 3.881607 3.806554 4.131078
## 1039 2.487179 2.543590 2.866667
## 415.3 3.583333 3.500000 3.083333
## 415.4 3.583333 3.500000 3.083333
## 1749 3.428571 3.428571 3.642857
## 1461.2 3.308204 3.436807 3.544346
## 2065.1 3.000000 3.000000 3.000000
## 817 4.180267 4.014837 4.207715
## 1742 3.409091 3.454545 3.727273
## 2473 3.950704 3.767606 3.904930
## 2484 3.972973 3.756757 4.000000
## 850 3.976000 3.966000 3.992000
## 899.1 3.693182 3.738636 3.727273
## 2605 3.884615 4.076923 4.000000
## 3000 3.753012 3.614458 3.843373
## 2490 4.626294 4.479814 4.397516
## 1440 3.623377 3.623377 3.707792
## 2786 3.951411 3.927116 3.883229
## 602 3.643979 3.587696 3.658377
## 516 3.888413 3.825628 4.059646
## 2786.1 3.951411 3.927116 3.883229
## 1337 4.030303 4.106061 4.242424
## 2800.1 4.168675 4.070783 4.034639
## 1643 3.912821 3.930769 3.905128
## 2141 3.500000 3.625000 3.375000
## 171 3.560606 3.469697 3.636364
## 1338 3.980392 3.970588 4.127451
## 1790.2 4.264706 4.323529 4.117647
## 2328 4.142857 4.160714 4.178571
## 216.1 3.653226 3.620968 3.991935
## 323.1 3.476190 3.420635 3.587302
## 1748.1 3.403846 3.461538 3.634615
## 1677 4.100000 4.000000 3.900000
## 154 3.642857 3.651786 3.866071
## 1413 2.700000 2.560000 2.960000
## 907 3.410326 3.461957 3.472826
## 1662 4.295455 4.166667 4.234848
## 3124 3.359223 3.451456 3.495146
## 894.1 3.792148 3.672055 3.846420
## 2658 4.000000 4.000000 4.333333
## 3197 3.555556 3.833333 3.527778
## 1119.1 3.860465 3.912791 4.011628
## 697 4.000000 3.968750 3.984375
## 2968.1 3.580952 3.585714 3.728571
## 2718 4.152778 4.055556 4.055556
## 1239.1 2.857143 2.750000 2.821429
## 2668.1 4.297468 4.243038 4.136709
## 173 4.135135 3.986486 4.202703
## 717.1 3.861111 3.805556 4.027778
## 2110 3.891304 3.836957 3.880435
## 2065.2 3.000000 3.000000 3.000000
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## 652.2 3.537879 3.484848 3.575758
## 2862 4.016438 3.943836 3.982192
## 2204 4.179688 3.921875 4.085938
## 1557 3.371429 3.400000 3.757143
## 3030 3.750000 3.750000 3.750000
## 630.1 3.817241 3.868966 3.867241
## 574.1 4.000000 3.000000 3.500000
## 2172 4.000000 3.750000 3.750000
## 2540 3.833333 3.671569 3.877451
## 3093 3.650000 3.700000 3.650000
## 1672 4.375000 3.875000 4.000000
## 2794 4.272727 4.181818 4.272727
## 2227.1 3.780000 3.725714 3.885714
## 2812.1 3.809322 3.741525 3.817797
## 1370.3 2.588235 2.551471 2.875000
## 1601.1 3.915074 3.847134 3.837580
## 3137 4.458087 4.330579 4.394923
## 2193 3.970472 3.834646 3.704724
## 2429 3.500000 3.916667 3.666667
## 2579.1 3.200000 3.100000 3.350000
## 2487 3.931217 3.882275 4.005291
## 84.1 4.246867 4.154135 4.096491
## 2382 3.894191 3.796680 3.985477
## 2738 4.230769 4.076923 4.192308
## 1120.2 3.314706 3.373529 3.560294
## 231.1 3.300000 3.300000 3.433333
## 2037 3.966216 3.878378 3.898649
## 699.1 3.158085 3.265583 3.168925
## 1537 3.784722 3.694444 3.805556
## 3175 3.522013 3.452830 3.474843
## 1476.1 3.674180 3.678279 3.696721
## 853.2 3.840517 3.771552 3.801724
## 2235 3.861538 3.869231 3.834615
## 2634 3.879747 3.772152 3.987342
## 951 4.189249 4.074374 4.015464
## 199 3.393939 3.462121 3.568182
## 1729.1 3.129630 2.981481 3.333333
## 2414 4.566667 4.311111 4.444444
## 3008 3.818182 3.636364 3.750000
## 642 3.184524 3.363095 3.220238
## 2229.1 4.011364 3.965909 4.227273
## 476.1 4.097403 3.995034 4.152788
## 1065.2 3.081288 3.049847 3.316718
## 2765 3.805556 3.796296 3.870370
## 2839 3.748718 3.710256 3.692308
## 1804.1 3.945415 3.804949 4.097525
## 1660 4.226287 4.123306 4.093496
## 2852 4.344406 4.239510 4.209790
## 3155 3.971154 3.807692 3.937500
## 955 4.552941 4.311765 4.588235
## 1624 3.844262 3.819672 3.827869
## 3194 3.790000 3.760000 3.730000
## 1776.2 3.686469 3.678218 3.707921
## 2234.3 3.361905 3.430952 3.478571
## 677.1 4.113208 4.075472 4.169811
## 2272.1 3.388489 3.388489 3.579137
## 1519 3.451501 3.351039 3.632794
## 1080 3.236111 3.143519 3.384259
## 1034 3.475000 3.440385 3.780769
## 1865.2 3.394558 3.413265 3.517007
## 663 4.500000 3.000000 3.500000
## 2632 3.666667 3.657738 3.732143
## 2941.2 3.875000 3.500000 3.875000
##
## [[6]]
## Name
## 2308 Crazy Jackass Ale
## 1039 Lone Star Beer
## 2185 Terrible
## 395 Weizen Bock
## 1776 Winter Ale
## 1408 Evil Eye
## 3112 Samuel Adams White AleBoston Beer Company (Samuel Adams)
## 2898 Trippel
## 2869 Old Crafty Hen
## 1171 Black Lager (Černé Pivo)
## 2400 Hog's Head Brew (Harry Potter)
## 3169 Odell Isolation Ale
## 654 L'Ambrée D'Esquelbecq / Thiriez Amber
## 1125 Svyturys Ekstra
## 2734 Milk Stout
## 97 Pugsley's Signature Series: Barley Wine
## 1073 Rickard's Red
## 1934 Saranac Adirondack Lager
## 2047 Old Engine Oil Black Ale
## 2100 Pugsley's Signature Series: Imperial Porter
## 2995 Leavenworth Boulder Bend Dunkelweizen
## 1102 Shiner Kosmos Reserve
## 933 Double Trouble
## 323 Bucking Bock
## 2201 Malheur 12°
## 635 Southampton Biere De Mars
## 2026 Grande Cuvée Porter Baltique
## 50 Helldorado
## 373 Schneider Weisse Tap 6 Unser Aventinus
## 2641 O'Reilly's Irish Stout
## 871 Pitch Black IPA
## 2855 St. Feuillien Grand Cru
## 2182 La Trappe Quadrupel (Koningshoeven / Dominus)
## 1285 Penn Gold
## 2064 Black Duck Porter
## 2547 Crème Brûlée Java Stout
## 451 Noire De Chambly / Chambly Noire
## 695 Foret
## 3125 Grey Lady
## 207 Ballantine XXX Ale
## 2115 Black Earth PorterGreat Dane Pub & Brewing Company (Downtown)
## 1687 Sharp's
## 532 1888
## 2627 Blue Fin Stout
## 1586 Girardin Faro 1882
## 1744 Ossian
## 1771 Fourth Dementia (4D)
## 880 Widow Maker Black Ale
## 1604 Hommage
## 668 Tank 7
## 3040 Shotgun Betty Hefeweizen Ale
## 1665 Tuverbol
## 2548 Black Phoenix (Chipotle Coffee Ale)
## 2698 Plead The 5th Imperial Stout
## 1506 Aecht Schlenkerla Kräusen
## 1219 Lech PremiumLech Browary Wielkopolski (SABMiller)
## 1717 Commercial Suicide
## 930 Hop Stoopid
## 1884 Whitbread Pale Ale
## 2899 Don De Dieu
## 2176 Trappistes Rochefort 10
## 718 Blue
## 828 Northern Hemisphere Harvest Wet Hop IPA
## 982 Brordinskiy Classical Kvass (Бородинский Классический Квас)
## 1651 Mort Subite Gueuze
## 3100 White
## 1540 LA-31 Bière Noire
## 110 Anvil
## 2705 Imperial Stout
## 3182 Christmas Ale
## 291 Raspberry Eisbock
## 1528 Schwarzbier
## 2053 Old-Style Porter
## 1083 Fisherman's Brew
## 632 Bière De Mars
## 2850 Melange A Trois - Reserve Series Aged In French Oak Chardonnay Barrels
## 2017 Smuttynose Baltic Porter
## 2330 Summer Rye
## 460 Biscotti
## 939 2XIPA
## 2893 Golden Monkey
## 75 Holidale
## 2657 Ring Of Dingle
## 846 Urthel Hop-ItDe Leyerth Brouwerijen (Urthel)
## 1726 Tooheys Old
## 1151 Aktien Original 1857
## 1548 Eliot Ness
## 534 Aftershock
## 1183 Heineken Oud Bruin
## 160 Arkell Best Bitter
## 2705.1 Imperial Stout
## 2427 Bravoure
## 2882 Monkey Wrench Strong Ale
## 3040.1 Shotgun Betty Hefeweizen Ale
## 1713 Weisse Alkoholfrei
## 806 Jai Alai IPA
## 1038 Hamm's
## 1478 Copper Legend Octoberfest
## 848 Bedlam
## 511 Bone Shaker Brown
## 906 ImPaled Ale
## 1630 Strawberry Lambicus
## 156 McNellie's Pub Ale
## 1735 After Dark
## 2837 Arabier
## 2997 Weisse Dunkel
## 1383 Presidente Light
## 1162 Beerlao Dark
## 2475 Verhaeghe Echte Kriek / Echte Kriekenbier
## 825 Samuel Adams Latitude 48 IPABoston Beer Company (Samuel Adams)
## 2886 1488 Whisky Beer
## 1467 Hoss Oktoberfest Lager
## 1694 Clausthaler Golden Amber
## 1255 Zhiguly Grande 9,5
## 2229 My Bloody Valentine
## 1809 Headwaters Pale Ale
## 2871 Manchester Star AleJ.W. Lees & Co (Brewers) Ltd
## 2597 Export Stout London 1890
## 1458 Hacker-Pschorr Oktoberfest Märzen
## 1023 Dos Equis Special Lager
## 3105 Blanche De Chambly
## 1150 Barnburner Lager
## 972 Monastyrskiy Okroshka Kvass (Монастырский Окрошка Квас)
## 869 Hop In The Dark Cascadian Dark Ale
## 137 Honker's Ale
## 3084 White Oak
## 1827 Luciérnaga, The Firefly
## 2268 Red Trolley Ale
## 1195 Tiger Beer
## 1556 Special Amber
## 1484 Oktoberfest
## 2118 Robust Porter
## 2150 Post Road Pumpkin Ale
## 223 Saxo
## 267 Voodoovator
## 1314 Koshihikari Echigo Beer
## 1887 Angler's Ale
## 1291 Blonde Lager
## 554 Sigda's Green Chili
## 232 Southside Blonde
## 2846 BelzebuthBrasserie Grain d' Orge (Brasserie Jeanne d'Arc SA)
## 925 90 Minute IPA
## 2144 Smoked Porter
## 2374 Original Oak Aged Beer
## 800 Nor'Easter Lager
## 2508 Espresso Oak Aged Yeti Imperial Stout
## 1908 Shiner 101 Czech Style Pilsner
## 151 Belhaven Best
## 237 Abbaye De Floreffe Blonde
## 705 Hell Or High Watermelon Wheat Beer
## 1793 Billy The Mountain
## 386 Eisenbahn Vigorosa (Weizenbock)
## 2101 Pecan Pie Porter
## 824 Nelson
## 416 Honey, I Can Explain
## 3144 Cable Car
## 2635 Dry Stout
## 3008 Unertl Weissbier
## 1384 Mickey's
## 1189 Carlsberg Beer
## 1502 Saranac Rauchbier Smoked Lager
## 1275 Hotter Than Helles Lager
## 1366 Michelob Ultra Lime & Prickly Pear Cactus
## 284 St. Nikolaus Bock Bier - Brewer's Reserve
## 339 Samuel Adams Winter LagerBoston Beer Company (Samuel Adams)
## 2510 Chocolate Oak Aged Yeti
## 3167 Nutcracker Winter Warmer Ale
## 3116 Positive Contact
## 268 Saxonator Dunkles Doppelbock
## 1758 Arran Sunset
## 2893.1 Golden Monkey
## 1956 Simpler Times Pilsner
## 2194 Kasteel Donker
## 1523 Black Bavarian
## 1799 Dale's Pale Ale
## 80 Blithering Idiot
## 2405 Fore Smoked Stout
## 2356 Wee Heavy - Barrel-Aged
## 2097 Black Cherry Porter
## 1153 1554
## 1535 BREWtality - Espresso Black Bier
## 2360 Wet Willy Scotch Ale
## 1694.1 Clausthaler Golden Amber
## 2882.1 Monkey Wrench Strong Ale
## 463 Winter Koninck
## 388 Weiss Principal Imperial Hefe
## 217 Leffe Blonde
## 3054 Benediktiner Weissbier
## 2908 Dulle Teve (Mad Bitch)
## 718.1 Blue
## 1935 Jever Pilsener
## 1186 Harp Lager
## 3018 Hefe-Weissbier Naturtrüb
## 396 Heineken Tarwebok
## 453 Cold Front
## 342 Michelob AmberBock
## 1032 Sol
## 2020 Baltic Porter
## 245 St. Idesbald Blond
## 3033 Samuel Adams HefeweizenBoston Beer Company (Samuel Adams)
## 1921 Czech Pilsner
## 1609 Oud Beersel Oude Kriek Vieille
## 610 Benediction
## 771 Kirin Enjuku Kuro
## 2372 Scottish Ale
## 606 Brother David's Belgian-style Double Ale
## 2460 SoBro
## 2162 The Great’ER Pumpkin
## 1899 Nomad
## 1615 Boon Oude Kriek Mariage Parfait
## 3109 Hitachino Nest White Ale
## 1993 Oatmeal Porter
## 583 Cream Ale
## 385 Weizenbock Grande Cuvée
## 1474 Warsteiner Premium Oktoberfest
## 1613 Cassis
## 798 Red/White Christmas
## 1647 Gueuze Tilquin (Draught Version)
## 2910 Devil's Backbone
## 1515 Bamberg Rauchbier
## 967 Kvass
## 2644 Portsmouth Black Cat Stout
## 508 Heritage Coffee Brown Ale
## 2124 Pleasantville Smoked Porter
## 2686 Coffee Oatmeal Stout
## 353 Noche Buena
## 577 Wild Night Honey Cream Ale
## 2408 Ashtray Heart
## 93 J.W. Lees Harvest Ale (Sherry Cask)J.W. Lees & Co (Brewers) Ltd
## 372 Dreher Bak
## 179 Nelson Sauvignon (Nelson Sauvin Brut)
## 2174 Mother Pumpkin Ale
## 718.2 Blue
## 3164 Winter Warmer
## 584 Kitsilano Maple Cream Ale
## 295 Double Ice Bock
## 2458 Oud Bruin Belgian Style Ale
## 2362 Wee Heavy-er Scotch Style Ale
## 2376 Kilt Lifter Scottish Style Ale
## 1906 Pilz
## 940 Abrasive Ale
## 1145 Norrlands Guld Export
## 221 Grimbergen Blonde
## 809 HopDevil
## 1152 Jägerbier Export Hell
## 2538 Bison Organic Chocolate Stout
## 1114 Alpine Glacier Lager
## 2572 Bonecrusher Stout
## 1187 Peroni Nastro Azzurro
## 962 Ephraim
## 513 Geary's Autumn Ale
## 2691 Down 'N Dirty Chocolate Oatmeal Stout
## 1264 Gulpener Gladiator Robuust Bier
## 3131 Estrella Damm Inedit
## 1518 Schwarzbier
## 1133 Golden Export
## 895 Fuggles IPA
## 1132 Flensburger Gold
## 2592 Exit 1 Bayshore Oyster Stout.
## 1291.1 Blonde Lager
## 1774 Ola Dubh Special Reserve 12
## 1372 Medalla Light
## 3053 Drunk Monk Hefeweizen
## 2395 Black Douglas Ale
## 1387 Colt 45 Malt Liquor
## 1587 Faro Boon
## 2520 Ten FIDY - Bourbon Barrel Aged
## 40 Olde School Barleywine
## 2917 St. Feuillien Triple
## 134 XX Bitch Creek
## 542 Jalapeño Pepper Ale
## 1405 Colt 45 Double Malt Liquor
## 6 Sticke
## 2374.1 Original Oak Aged Beer
## 1561 Dynamo Copper Lager
## 895.1 Fuggles IPA
## 439 George
## 2103 Porter
## 2894 Westmalle Trappist Tripel
## 2973 Summer Session Ale
## 1301 Ottakringer Helles
## 3054.1 Benediktiner Weissbier
## 205 Sum'r Summer Ale
## 1144 Svyturys Ekstra Draught
## 957 The Waldos' Special Ale
## 1929 The Crisp
## 1249 Gordon Finest GoldJohn Martin's (John Martin SA)
## 2907 Gouden Carolus Tripel
## 3012 Dunkler Hirsch Allgäuer Weizen
## 838 India Pale Ale (IPA)
## 1782 Ola Dubh Special Reserve 30
## 3107 Red & White
## 1718 Black CatMoorhouse's Brewery (Burnley) Ltd
## 2866 Hen's Tooth
## 2157 Buffalo Bill's Pumpkin Ale
## 3178 Never Summer Ale
## 1206 Oranjeboom Premium Lager
## 495 Chomolungma
## 385.1 Weizenbock Grande Cuvée
## 1512 Weiherer Rauch
## 1846 Saranac Belgian Ale
## 1490 Dundee Oktoberfest
## 2148 Imperial Pumpkin Ale
## 1505 Rauchbier
## 2806 Abbaye Des Rocs [Brasserie Des Rocs Brune]
## 1358 Michelob Light
## 560 Chili Beer
## 499 Euforia
## 988 Fancy Lawnmower
## 548 Spicy Bohemian
## 1805 Peeper
## 2068 Porter
## 1757 Colón Rubia
## 1192 Singha
## 97.1 Pugsley's Signature Series: Barley Wine
## 1842 Hommel Bier
## 927 Lagunitas Sucks
## 1722 Dark Ale
## 2960 Sweaty Betty Blonde
## 1052 Imperial
## 804 Celebration Fresh Hop IPA
## 1722.1 Dark Ale
## 489 Rugged Trail Nut Brown Ale
## 2686.1 Coffee Oatmeal Stout
## 2323 RastafaRye Ale
## 3034 Ebel's Weiss Beer
## 1342 Fürsten Zwickel
## 3179 Powder Hound Winter Ale
## 2841 Lucifer
## 1472 Munsterfest
## 2616 Ceres Royal Stout (Ceres Extra Strong Stout)Ceres Brewery (Royal Unibrew)
## 444 Good Humans Ale (Dry Hopped Double Brown Ale)
## 2111 Black Robusto Porter
## 3068 Weisse Kristall
## 1900 Golden Pheasant
## 1402 Old Monk 10000
## 2656 Guinness Original
## 685 Surette Provision Saison
## 2252 Ard Ri
## 2486 Tulach Leis
## 1842.1 Hommel Bier
## 2327 Daymark
## 2215 Red Seal Ale
## 1377 Shiner Light
## 2954 Berry Weiss
## 634 Bière De Mars
## 319 Blonde Double MaiBock
## 1409 Camo High Gravity Lager
## 2643 Stouterik (The Brussels Stout)
## 227 Blond
## 2169 Southampton Pumpkin Ale
## 2631 O.V.L. Stout
## 28 Série Signature Sticke Alt
## 2392 MacPelican's Scottish Style Ale
## 946 Unearthly (Imperial India Pale Ale)
## 2997.1 Weisse Dunkel
## 462 D’Tango Unchained
## 2713 D.O.R.I.S. The Destroyer
## 2658 Revelation Stout
## 1565 1906 Reserva Especial
## 1104 Molson Golden
## 2515 Brewer's Reserve Bourbon Barrel Stout
## 1192.1 Singha
## 2165 Dark O' The Moon
## 1991 Pipeline Porter
## 1173 Sagres Cerveja Preta (Dark)
## 3053.1 Drunk Monk Hefeweizen
## 177 Adnams Bitter
## 2191 Judgment Day
## 1514 Rauchbock
## 303 Black Ice
## 984 Olimpia Kvas
## 2067 Entire Butt English Porter
## 1517 Samuel Adams Black LagerBoston Beer Company (Samuel Adams)
## 2138 Smoked Porter
## 1241 Kalnapilis 7.30
## 2827 Gnomegang
## 1229 Warka Premium (Strong)
## 2736 Cream Stout
## 2997.2 Weisse Dunkel
## 1045 Old Style
## 2740 Mother's Milk Stout
## 2029 Southampton Imperial Baltic Porter
## 2975 Sun Block
## 1416 Camo Black Extra
## 1282 Helles Golden Lager
## 95 Criminally Bad Elf Barleywine-Style Ale
## 2661 Wake-n-Bake Coffee Oatmeal Imperial Stout
## 1731 Old Gollywobbler Brown Ale
## 2816 Nor' Easter Winter Warmer
## 3141 Juliet
## 2890 Centurion's Ghost Ale
## 470 La Rullés Brune (Bière De Gaume)
## 2026.1 Grande Cuvée Porter Baltique
## 2105 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 1586.1 Girardin Faro 1882
## 3138 Beatification
## 2106 People's Porter - Barrel-Aged
## 1340 Paracelsus Zwickl
## 428 Wilco Tango Foxtrot
## 806.1 Jai Alai IPA
## 2983 Samuel Adams DunkelweizenBoston Beer Company (Samuel Adams)
## 2842 Boskeun
## 2567 Maple Stout
## 2798 10 Commandments
## 3129 Orange Avenue Wit
## 1931 Bohemia Clásica
## 3076 Falkensteiner Weizen
## 2216 Boont Amber Ale
## 1562 Rusty Chain
## 1017 Budweiser
## 133 Batemans XXXB
## 1219.1 Lech PremiumLech Browary Wielkopolski (SABMiller)
## 2706 Siberian Night Imperial Stout
## 1015 Josephs Brau Summer Brew
## 754 Kirin Tanrei
## 1012 Kolsch 45
## 1185 Heineken Lager Beer
## 701 Summer Shandy
## 545 Patty's Chile Beer
## 662 Finlandia Sahti
## 1366.1 Michelob Ultra Lime & Prickly Pear Cactus
## 1898 The Wright Pils
## 737 Ebulum Elderberry Black Ale
## 1984 Anchor Porter
## 2338 Old Chub - Scottish Style Ale
## 2249 Aorta Ale (Double Red Ale)
## 1539 Zeitgeist
## 2632 Oyster Stout
## 3026 Dancing Man
## 2716 Sexual Chocolate - Barrel-Aged
## 2464 Rodenbach Grand Cru
## 125 Magnumus Ete Tomahawkus ESB³
## 474 Valeir Donker
## 764 Kirin Enjuku
## 646 Rendezvous
## 158 Op & Top
## 1735.1 After Dark
## 1508 Smoke Out
## 2915 Tripel Horse
## 3167.1 Nutcracker Winter Warmer Ale
## 1331 Hacker-Pschorr Munchner Kellerbier (Anno 1417)
## 520 Steam Engine Lager
## 1023.1 Dos Equis Special Lager
## 1768 Old Jubilation
## 2714 Imperial Stout Trooper
## 301 Eisbock
## 1085 Ornery Amber
## 69 Devil's Milk
## 2437 Berliner Weisse
## 2701 Bourbon Barrel Aged Plead The 5th
## 1925 Samuel Adams Noble PilsBoston Beer Company (Samuel Adams)
## 780 Juniper Pale Ale
## 1783 Gale's Prize Old Ale
## 1971 The Curl
## 1281 Stiegl Goldbräu
## 2117 Robust Porter
## 882 B-Craft Black
## 887 Foster
## 1293 Helles Lager
## 314 Blonde Bock
## 2436 Tartare
## 2198 La Trappe Quadrupel - Oak-Aged
## 2031 Baltic Porter
## 814 Flower Power India Pale Ale
## 1557 Indio
## 1978 Uber Ursa Pils
## 1754 Summer Ale
## 1512.1 Weiherer Rauch
## 3030 König Ludwig Weiss
## 1681 Mort Subite Blonde Lambic
## 2231 Evil Dead Red
## 864 Aldebaran
## 412 Premium Oak Brackett
## 686 Cellar Door
## 2691.1 Down 'N Dirty Chocolate Oatmeal Stout
## 1099 Lager
## 455 Rejection
## 3191 Winter Ale
## 2942 Jamieson Mountain Ale
## 1363 Michelob Ultra Amber
## 1388 Molson XXX
## 2517 Big Bear Black Stout
## 3188 God Jul
## 2588 Zonker Stout
## 704 Purple Haze
## 1853 Bière Du Boucanier Red
## 598 La Trappe Dubbel (Koningshoeven / Dominus)
## 2251 King Crimson
## 2116 Black Cat Porter
## 2364 Shaggin' In The Wood
## 2246 Nosferatu
## 3075 Sanwald Kristall Weizen
## 2852 Southampton Grand Cru
## 1044 Keystone IceCoors Brewing Company (Molson-Coors)
## 1301.1 Ottakringer Helles
## 2869.1 Old Crafty Hen
## 2589 Dragon Stout
## 3161 Winter Welcome AleSamuel Smith Old Brewery (Tadcaster)
## 161 Chester County Bitter
## 975 Krushka & Bochka Kvass
## 1342.1 Fürsten Zwickel
## 1175 U Fleku Dark Lager
## 1551 Vienna Style Lager
## 2392.1 MacPelican's Scottish Style Ale
## 117 Motor Boat
## 1457 Festbier
## 3140 Apricot Ale
## 1298 Helles Belles
## 2270 Samuel Adams Brick RedBoston Beer Company (Samuel Adams)
## 1432 Barbarossa Double Dark Lager
## 2648 Hillsborough River Dry Irish Stout (Patio Tools)
## 2624 Black Hawk Stout
## 1248 Special Brew
## 1342.2 Fürsten Zwickel
## 911 El Guapo Agave IPA
## 230 Blond
## 1502.1 Saranac Rauchbier Smoked Lager
## 1552 Red Lager
## 1808 Red Chair NWPA
## 379 Schneider Weisse Tap X Mein Nelson Sauvin
## 2605 Extra Stout
## 687 Rabbid Rabbit
## 2219 American Amber Ale
## 1804 Mirror Pond Pale Ale
## 1961 Kulmbacher Edelherb Premium Pils
## 3191.1 Winter Ale
## 1380 Molson Canadian Light
## 14 Copperhead Ale
## 339.1 Samuel Adams Winter LagerBoston Beer Company (Samuel Adams)
## 1394 Olde English 800 High Gravity
## 514 Pub Brown Ale
## 373.1 Schneider Weisse Tap 6 Unser Aventinus
## 512 Brewer's Brown Ale
## 1302 Hoponius Union
## 2329 Westside Rye
## 1695 Drive
## 853 Smuttynose Homunculus (Big Beer Series)
## 2440 Berliner Kindl Weisse
## 2119 Smoked Porter
## 820 Hop Nosh IPA
## 104 Fuller's ESB
## 3107.1 Red & White
## 2018 Shipwreck Porter - Bourbon Barrel-Aged
## 662.1 Finlandia Sahti
## 2303 Schremser Roggen Bier
## 2725 Rabid Duck
## 2143 Smoked Porter
## 2248 Pursuit Of Hoppiness
## 2115.1 Black Earth PorterGreat Dane Pub & Brewing Company (Downtown)
## 1168 Žatec Dark Lager
## 1832 De Koninck APA (Antwaarpse Pale Ale)
## 3060 Laughing Fox
## 1740 D'Artagnan Dark British Ale
## 39 The Detroit Dwarf
## 2863 King Goblin
## 1033 Natural Ice
## 809.1 HopDevil
## 1027 Foster's Lager
## 1926 Beck's
## 1811 Doggie Style
## 1480 Oktoberfest
## 329 Serie Signature Maibock
## 387 Alpen Glow
## 1673 Vesterbro Spontanale
## 2559 Dorothy Goodbody's Wholesome Stout
## 1419 Hofbräu Dunkel
## 2714.1 Imperial Stout Trooper
## 2625 Dry Irish Stout
## 257 Perkulator Coffee Dopplebock
## 701.1 Summer Shandy
## 1485 Fest Märzen Lager
## 2824 Local 1
## 428.1 Wilco Tango Foxtrot
## 2642 Saranac Irish Stout
## 1751 Blue Label Ale
## 2905 Samuel Adams New World Tripel (Barrel Room Collection)Boston Beer Company (Samuel Adams)
## 861 Hop Wrangler
## 3031 Schofferhofer Hefeweizen Grapefruit Bier
## 2663 Velvet Merkin
## 2967 Dirty Blonde Ale
## 3042 Hefeweizen
## 361 Huber Bock Beer
## 2657.1 Ring Of Dingle
## 853.1 Smuttynose Homunculus (Big Beer Series)
## 2709 Blaecorn Unidragon
## 736 Alba Scots Pine Ale
## 2641.1 O'Reilly's Irish Stout
## 1452 Negra
## 781 Agave Wheat
## 2073 Longfellow
## 2200 Kasteel Cuvée Du Chateau
## 1350 Corona Light
## 2382 St. Andrew's Ale
## 161.1 Chester County Bitter
## 1116 East Coast Lager
## 2055 Zwet.Be
## 2673 One Oatmeal Stout
## 397 Weizenbock
## 2516 Dark Truth
## 864.1 Aldebaran
## 1979 Elsa Von Horizon
## 2532 Black Mocha Stout
## 1945 Summer Pils
## 474.1 Valeir Donker
## 3008.1 Unertl Weissbier
## 431 Bender
## 2318 Rye-on-Rye
## 320 Mai Bock
## 61 Barleywine Ale
## 1324 Kirin Premium Draft Beer
## 902 Hitachino Nest Japanese Classic Ale
## 2760 Fred From The Wood
## 2849 Barbãr (Belgian Honey Ale)
## 240 Celestial Blonde Ale
## 1682 Oud
## 684 Le Merle
## 2567.1 Maple Stout
## 217.1 Leffe Blonde
## 3188.1 God Jul
## 2264 Smithwick's Ale
## 466 Abbey Ale
## 2981 Franziskaner Hefe-Weisse Dunkel
## 1517.1 Samuel Adams Black LagerBoston Beer Company (Samuel Adams)
## 2316 Ruthless Rye IPA
## 1097 Sapporo Premium Beer
## 3177 Prelude
## 2428 Hogwash
## 2157.1 Buffalo Bill's Pumpkin Ale
## 1999 Black Marlin
## 2547.1 Crème Brûlée Java Stout
## 1875 Geary's Pale Ale
## 717 Soft Parade
## 3019 Widmer Hefeweizen
## 2617 Guinness Draught
## 942 Perpetual IPA
## 676 Colette
## 3193 Winter Shredder
## 1754.1 Summer Ale
## 197 Single Chair Golden Ale
## 2379 Wee Mac
## 2149 Samuel Adams Harvest Pumpkin AleBoston Beer Company (Samuel Adams)
## 2809 Green Flash Grand Cru
## 2481 Kriek Des Jacobins
## 1761 Jacob Mac Mild
## 2114 Gran Sport Porter
## 1344 Bud Light
## 1712 Fentimans Full Bodied Shandy
## 29 Crooked Coast Altbier
## 1051 Carta Blanca
## 1615.1 Boon Oude Kriek Mariage Parfait
## 3172 Festive Ale
## 3018.1 Hefe-Weissbier Naturtrüb
## 2670 St-Ambroise Oatmeal Stout
## 2345 Samuel Adams Scotch AleBoston Beer Company (Samuel Adams)
## 1873 Bitter & Twisted
## 2513 Beer Geek Brunch Weasel
## 1607 Blåbær Lambik
## 236 Steenbrugge Blond
## 1026 Labatt Blue
## 2955 Anchor Summer Beer
## 445 Sweet Josie Brown Ale
## 323.1 Bucking Bock
## 389 Teufel Bock
## 1244 Crest Super Premium Lager
## 1929.1 The Crisp
## 713 Samuel Adams Cranberry LambicBoston Beer Company (Samuel Adams)
## 1162.1 Beerlao Dark
## 2934 Red Bud
## 2944 Yin-Yang Witbier
## 819 Head Hunter
## 2705.2 Imperial Stout
## 2210 Hopback Amber Ale
## 2087 Mogli
## 341 Samuel Adams Chocolate BockBoston Beer Company (Samuel Adams)
## 3062 Tucher Kristall Weizen
## 2238 Mourning Wood
## 3171 4 Elf
## 2926 Eau Benite
## 401 Maximilian
## 2860 Yorkshire StingoSamuel Smith Old Brewery (Tadcaster)
## 1457.1 Festbier
## 671 Saison-Brett
## 3070 Bohemia Weizen
## 1909 Joseph's Brau Bohemian Lager
## 2260 Battle Axe
## 699 Samuel Adams Cherry WheatBoston Beer Company (Samuel Adams)
## 294 Granitbock Ice
## 749 Two Weeks Notice
## 657 Jenlain Bière De Printemps
## 999 Krankshaft Kölsch
## 781.1 Agave Wheat
## 1307 Caesar Augustus (Lager/IPA Hybrid)
## 2962 Blue Star Great American Wheat Beer
## 1275.1 Hotter Than Helles Lager
## 255 Samuel Adams Double Bock (Imperial Series)Boston Beer Company (Samuel Adams)
## 1163 Black Licorice Lager
## 3031.1 Schofferhofer Hefeweizen Grapefruit Bier
## 1962 My Antonia
## 225 Augustijn Blond
## 3110 Samuel Adams Blackberry WitbierBoston Beer Company (Samuel Adams)
## 553 Hot Chocolate
## 2972 Saranac Pomegranate Wheat
## 1194 Pure Brewed Organic Lager BeerSamuel Smith Old Brewery (Tadcaster)
## 2150.1 Post Road Pumpkin Ale
## 146 Doom Bar
## 331 Southampton May Bock
## 169 Old Brewery BitterSamuel Smith Old Brewery (Tadcaster)
## 2398 80/- (Eighty Shilling)
## 164 Colonel Blides Cask Ale
## 197.1 Single Chair Golden Ale
## 127 Red Rack Ale
## 117.1 Motor Boat
## 1125.1 Svyturys Ekstra
## 2711 Peg Leg Imperial Stout
## 1118 Dortmunder Gold
## 3057 Royal Weisse
## 2536 Chocolate Stout
## 2026.2 Grande Cuvée Porter Baltique
## 604 Abbey Ale
## 2682 Buffalo Bill's Blueberry Oatmeal Stout
## 521 Village Reserve
## 1200 Irish Style Lager
## 563 Genesee Cream Ale
## 895.2 Fuggles IPA
## 1359 Miller High Life Light
## 1288 Lager House Original Golden Helles
## 3107.2 Red & White
## 2386 Twisted Kilt Scotch Ale
## 1521 Saranac Black Forest Black Beer
## 2699 Imperial StoutSamuel Smith Old Brewery (Tadcaster)
## 2488 Gose
## 1146 Hansa Imported Dortmunder
## 1664 Lambic
## 1998 Coffeehouse Porter
## 2985 Julius Echter Hefe-Weissbier Dunkel
## 2931 Black Wit-O
## 1045.1 Old Style
## 335 Heller Bock Saphir
## 335.1 Heller Bock Saphir
## 2878 Twelve Days
## 1302.1 Hoponius Union
## 2242 Nugget Nectar
## 2272 Saranac Irish Red Ale
## 2788 Monk's Blood
## 497 Woodmaster
## 824.1 Nelson
## 2126 Viven Porter / Viven Smoked Porter
## 814.1 Flower Power India Pale Ale
## 141 Younger's Special Bitter
## 420 Wild Devil
## 2532.1 Black Mocha Stout
## 487 Boffo Brown Ale
## 276 Dark Heathen Triple Bock
## 1436 Holzar-Bier
## 304 Dead Guy Ale
## 239 Valeir Blond
## 968 Khlebny Kray
## 415 White Winter Brackett
## 2840 Moinette Blond
## 175 Hooky Bitter
## 2619 Murphy's Irish Stout
## 2084 Gonzo
## 984.1 Olimpia Kvas
## 1622 Oud Beersel Framboise
## 2013 Thunderstruck Coffee Porter
## 2046 Fuller's London Porter
## 523 The Citizen
## 179.1 Nelson Sauvignon (Nelson Sauvin Brut)
## 472 Leffe Rossa
## 2490 KBS (Kentucky Breakfast Stout)
## 2177 Three Philosophers
## 1676 Lambik (2 Year Old Unblended)
## 184 Šamp - Pivní Sekt
## 1480.1 Oktoberfest
## 733 Orange Blossom Cream Ale
## 793 Bison Organic Honey Basil
## 2258 Lavery Imperial Red Ale
## 586 Maudite
## 3132 Half-E-Weizen
## 1156 Heineken Dark Lager
## 1764 Old Stock Ale
## 2109 Payback Porter
## 258 EKU 28
## 2844 Victor Ale
## 2633 Black Fly Stout
## 1725 Solidarity
## 3139 Sang Noir
## 480 Fat Squirrel Ale
## 2948 Samuel Adams Summer AleBoston Beer Company (Samuel Adams)
## 2717 Smuttynose Imperial Stout (Big Beer Series)
## 1870 Original Pale Ale
## 1561.1 Dynamo Copper Lager
## 531 Steamhead
## 1038.1 Hamm's
## 2402 Bold Coast Pemaquid Ale
## 1289 Munich-Style Lager
## 3177.1 Prelude
## 1925.1 Samuel Adams Noble PilsBoston Beer Company (Samuel Adams)
## 1692 Beck's Non-Alcoholic
## 2141 Smoked Porter
## 2081 Pigs Ass Porter
## 1054 Iron City Beer
## 1836 The Citizen
## 2139 Smoked Porter
## 2677 Oatis
## 2006 (512) Pecan Porter(512) Brewing Company
## 2031.1 Baltic Porter
## 2112 Pile O' Dirt Porter
## 3081 Rieser Kristall-Weizen
## 775 Orion Nangoku Monogatari
## 2100.1 Pugsley's Signature Series: Imperial Porter
## 2249.1 Aorta Ale (Double Red Ale)
## 1802 Daisy Cutter Pale Ale
## 586.1 Maudite
## 507 Nut Brown Ale
## 8 Southampton Altbier
## 971 Duonos Gira Kvass
## 664 Malmgård Jouluolut
## 2670.1 St-Ambroise Oatmeal Stout
## 825.1 Samuel Adams Latitude 48 IPABoston Beer Company (Samuel Adams)
## 1256 Amstel Gold
## 943 Pure Hoppiness
## 377 Erdinger Weissbier Pikantus
## 1346 Bud Light Lime
## 3087 Gamma Ray
## 1895 Mama's Little Yella Pils
## 914 Duke Of Wellington India Pale Ale
## 1374 Beck's Premier Light
## 6.1 Sticke
## 2968 Solace
## 429 Brown Ale
## 1652 Oude Geuze De Cam
## 2228 Captain Sig's Northwestern Ale
## 2510.1 Chocolate Oak Aged Yeti
## 450 Leffe Brune / Brown
## 315 Boss Tom's Golden Bock
## 1647.1 Gueuze Tilquin (Draught Version)
## 1263 Karpackie SuperBrowar Van Pur S.A. (Brau Union Polska)
## 2436.1 Tartare
## 865 Back In Black
## 3017 Franziskaner Hefe-Weisse
## 155 Goliath
## 2695 Narwhal Imperial Stout
## 3053.2 Drunk Monk Hefeweizen
## 2565 Blackheart Stout
## 2478 La Roja - Grand Reserve
## 2472 Ichtegem's Grand Cru
## 1848 Zinnebir
## 1371 I.C. Light
## 2926.1 Eau Benite
## 1622.1 Oud Beersel Framboise
## 790 Baladin Nora
## 517 Dorothy's New World Lager
## 1553 Victoria
## 3158 Samuel Adams Old Fezziwig AleBoston Beer Company (Samuel Adams)
## 3035 Julius Echter Hefe-Weissbier Hell
## 583.1 Cream Ale
## 792 Mexican Chocolate Stout
## 1674 Lambiek De Cam
## 3133 Blanche De Namur
## 2482 La Luna Rossa
## 2148.1 Imperial Pumpkin Ale
## 730 Blueberry Ale
## 2132 Up In Smoke Smoked Porter
## 3042.1 Hefeweizen
## 1280 Gold Lager
## 1011 Gold Spike Ale
## 2493 The Abyss
## 2462 Le Serpent
## 1510 Smokey The Beer
## 945 Pliny The Younger
## 2420 Charbonniere
## 969 Nicola Traditional
## 3070.1 Bohemia Weizen
## 2267 Irish Ale
## 586.2 Maudite
## 857 Simcoe Silly
## 22 Iron Works Alt
## 1236 Christoffel Nobel
## 3010 Portsmouth Winter Weizen
## 1252 Cruzcampo Gran Reserva
## 1043 Red Dog
## 1368 Miller Genuine Draft 64
## 1253 San Miguel Selecta
## 87 Bourbon Barrel-Aged Barley Wine
## 449 Over Ale
## 142 The Naughty Nurse
## 2489 Imperial Cherry Gose
## 1208 Sapporo Reserve
## 588 Westmalle Trappist Dubbel
## 1901 Torch Pilsner
## 862 Gaspar Ale
## 1034 Narragansett Lager
## 2048 Bully! Porter
## 1626 St. Louis Premium Framboise
## 1804.1 Mirror Pond Pale Ale
## 1777 Christmas Ale
## 3169.1 Odell Isolation Ale
## 563.1 Genesee Cream Ale
## 1065 Original Honey Brown Extra Rich Lager (Beer Brewed With Honey)
## 2994 Moosbacher Schwarze Weisse
## 2348 Kilt Lifter Scotch Ale
## 1271 Münchner Hell (Original Munich Lager)
## 2892 La Fin Du Monde
## 2995.1 Leavenworth Boulder Bend Dunkelweizen
## 1776.1 Winter Ale
## 2628 Guinness Draught Extra Cold
## 2321 Full Moon Pale Rye Ale
## 266 Urbock 23°
## 1565.1 1906 Reserva Especial
## 1012.1 Kolsch 45
## 914.1 Duke Of Wellington India Pale Ale
## 1339 Arcobräu Zwickl Lager
## 818 Duet
## 25 Hövels Original
## 1675 Boon Lambiek
## 2643.1 Stouterik (The Brussels Stout)
## 2666 The Poet
## 2365 Maple Scotch-Style Ale
## 835 Crooked Tree IPA
## 3012.1 Dunkler Hirsch Allgäuer Weizen
## 363 Nero's 1st Century Double Dark Malt Ale
## 1822 Orval Trappist Ale
## 2969 Jack Whacker Wheat Ale
## 1429 Pious Monk Dunkel
## 248 Summer Belgian-Style Blonde Ale
## 2192 Kasteel Rouge
## 2794 17 Grande Réserve
## 1349 Natural Light
## 1726.1 Tooheys Old
## 1884.1 Whitbread Pale Ale
## 1319 Siwo
## 112 Lord Rear Admiral
## 2419 Rook & Vuur
## 2176.1 Trappistes Rochefort 10
## 2685 Ohio City Oatmeal Stout
## 305 Andygator
## 3119 Calabaza Blanca
## 1016 Sunbru
## 616 Big Bison Ale
## 1877 WychCraft
## 93.1 J.W. Lees Harvest Ale (Sherry Cask)J.W. Lees & Co (Brewers) Ltd
## 2069 Benchwarmer Porter
## 436 Rocky's Revenge Bourbon Brown
## 2227 5AM Saint
## 2764 Wailing Wench
## 247 Viven Blond
## 1141 Tegernsee Spezial
## 2291 Celtic Ale
## 1406 Crazy Stallion
## 2856 Seigneuriale
## 1813 Pale 31 California Pale Ale
## 803 Torpedo Extra IPA
## 1920 HUB Lager
## 296 Eisbock (Congelator)
## 2008 TREAT (Imperial Chocolate Pumpkin Porter)
## 2735 Too Cream Stout
## 1646 Oude Geuze Boon
## 2051 Washington's Porter
## 2296 Irish Red Ale
## 3169.2 Odell Isolation Ale
## 1713.1 Weisse Alkoholfrei
## 2262 Samuel Adams Irish RedBoston Beer Company (Samuel Adams)
## 766 Asahi Honnama Gold
## 1408.1 Evil Eye
## 1622.2 Oud Beersel Framboise
## 1105 Joe's Premium American Pilsner
## 727 Bumble Berry Honey Blueberry Ale
## 22.1 Iron Works Alt
## 1853.1 Bière Du Boucanier Red
## 1056 Taj Mahal Premium Lager
## 2379.1 Wee Mac
## 3036 Oktoberfest Weissbier
## 2369 Louie's Reserve Scotch Ale
## 3023 Hacker-Pschorr Hefe Weisse Naturtrüb
## 1269 Two Women Lager
## 1075 Red Oak Amber
## 2979 Hefeweissbier Dunkel
## 2888 Old Admiral
## 941 Hercules Double IPA
## 335.2 Heller Bock Saphir
## 2480 Barriquée (Italy Version)
## 158.1 Op & Top
## 2085 Birth Of Tragedy
## 2278 Jeremiah Red Ale
## 2917.1 St. Feuillien Triple
## 625 Green's Endeavour Dubbel Dark Ale
## 2923 Triple
## 1209 Tennent's Lager
## 1529 Dark Helmet
## 647 St. Amand
## 645 Southampton Biere De Garde
## 2502 Oak Aged Yeti Imperial Stout
## 506 Pullman Nut Brown
## 1886 Unfiltered Double Barrel Ale
## 1650 Gueuze
## 1274 Aecht Schlenkerla Helles Lagerbier
## 2647 Plain Porter
## 119 Autumn Ale
## 1586.2 Girardin Faro 1882
## 1113 Golden
## 1267 Hofbräu Original
## 1545 Saranac Black Lager
## 1715 Genesee NA
## 1271.1 Münchner Hell (Original Munich Lager)
## 3141.1 Juliet
## 1264.1 Gulpener Gladiator Robuust Bier
## 695.1 Foret
## 80.1 Blithering Idiot
## 2007 Saranac Black & Tan
## 1314.1 Koshihikari Echigo Beer
## 2944.1 Yin-Yang Witbier
## 1177 Staropramen Granat Beer
## 776 Akiraku
## 1056.1 Taj Mahal Premium Lager
## 489.1 Rugged Trail Nut Brown Ale
## 456 La Rullés Cuvée Meilleurs Voeux (Bière De Gaume)
## 2499 Choklat (Blackwater Series)
## 2208 Three Philosophers - Bourbon Barrel-Aged
## 1948 Organic Ur Pils
## 1027.1 Foster's Lager
## 1971.1 The Curl
## 1263.1 Karpackie SuperBrowar Van Pur S.A. (Brau Union Polska)
## 97.2 Pugsley's Signature Series: Barley Wine
## 1132.1 Flensburger Gold
## 1813.1 Pale 31 California Pale Ale
## 2404 Skye Black
## 856 HopAnomaly - Reserve Series Aged In French Oak Chardonnay Barrels
## 186 Summer Love
## 2301 Schlägl Bio-Roggen
## 2087.1 Mogli
## 2849.1 Barbãr (Belgian Honey Ale)
## 3169.3 Odell Isolation Ale
## 1864 Extra Pale Ale
## 2562 Rosie Parks Oyster Stout
## 1293.1 Helles Lager
## 2270.1 Samuel Adams Brick RedBoston Beer Company (Samuel Adams)
## 2049 Samuel Adams Honey PorterBoston Beer Company (Samuel Adams)
## 3120 White Thai
## 2096 Victory At Sea - Barrel-Aged
## 1736 Original Sarah Hughes Dark Ruby MildBeacon Hotel (Sarah Hughes Brewery)
## 282 Icelandic DoppelbockEinstök Ölgerð (Einstök Beer Company)
## 1072 Wisconsin Amber
## 3001 Weltenburger Hefe-Weissbier Dunkel
## 2645 O'Hara's Leann Folláin
## 45 Olde GnarlyWine
## 1221 Faxe Premium
## 2123 Benji's Chipotle Smoked Imperial Porter
## 2616.1 Ceres Royal Stout (Ceres Extra Strong Stout)Ceres Brewery (Royal Unibrew)
## 1808.1 Red Chair NWPA
## 1824 Redemption
## 1725.1 Solidarity
## 2015 Porter
## 219 Trappist Westvleteren BlondBrouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 1939 Pils
## 614 Ovila Abbey Barrel Aged Dubbel
## 2352 Équinoxe Du Printemps
## 887.1 Foster
## 804.1 Celebration Fresh Hop IPA
## 1939.1 Pils
## 2636 Guinness Extra Stout (Canada)
## 276.1 Dark Heathen Triple Bock
## 2165.1 Dark O' The Moon
## 1107 Henry Weinhard's Private Reserve
## 1630.1 Strawberry Lambicus
## 1669 Lambiek (1 Year Old)
## 1561.2 Dynamo Copper Lager
## 958 Hop JuJu
## 2795 Oerbier
## 1479 Atom Smasher
## 2388 Blackfriar
## 894 Blind Faith
## 192 Fireman's #4
## 2457 Undressed
## 1694.2 Clausthaler Golden Amber
## 2503 Cappuccino Stout
## 2159 UFO Pumpkin
## 788 El Mole Ocho
## 2639 Wrasslers XXXX Stout
## 1904 Czech Style Pilsner
## 579 Henry Weinhard's Blue Boar Ale
## 1901.1 Torch Pilsner
## 2155 Good Gourd Imperial Pumpkin Ale
## 2152 Pugsley's Signature Series: Smashed Pumpkin
## 499.1 Euforia
## 3006 Texels Skuumkoppe
## 3035.1 Julius Echter Hefe-Weissbier Hell
## 1611 Oude Kriek
## 1397 Schlitz High Gravity V.S.L Very Smooth LagerJOS. Schlitz Brewing Co. (Pabst)
## 2124.1 Pleasantville Smoked Porter
## 1717.1 Commercial Suicide
## 1294 Hacker-Pschorr Münchner Hell
## 3047 Pinkus Weizen
## 1988 Samuel Adams Holiday PorterBoston Beer Company (Samuel Adams)
## 470.1 La Rullés Brune (Bière De Gaume)
## 2451 Cuvee Freddy
## 292 Winter Wonder Lager
## 767 Kirin Nodogoshi
## 1022 Rolling Rock Extra Pale
## 1937 Pikeland Pils
## 881 Black Hatter
## 375 Moonglow Weizenbock
## 2222 St. Rogue Red
## 1133.1 Golden Export
## 1094 Stegmaier Amber Lager
## 2754 Double Dead Guy Ale
## 1596 Rosé De Gambrinus
## 998 Kölsch
## 2981.1 Franziskaner Hefe-Weisse Dunkel
## 2447 Madame Rose
## 2753 B-Bomb (Bourbon Abominable Winter Ale)
## 1926.1 Beck's
## 1406.1 Crazy Stallion
## 1291.2 Blonde Lager
## 2545 Irish Channel StoutNew Orleans Lager & Ale Brewing Company (NOLA)
## 266.1 Urbock 23°
## 3059 Honey Weiss
## 2223 Prohibition Ale
## 2110 Bobo's Robust Porter
## 3 Long Trail Ale
## 1257 XO BeerBrasserie des Gabariers (L&L Cognac SA)
## 1444 Organic Pinkus Jubilate
## 365 Mönchshof Bockbier
## 1420 Beck's Dark
## 754.1 Kirin Tanrei
## 805 A Little Sumpin' Sumpin' Ale
## 113 Extra Special Ale (ESA)
## 2181 Bourbon Barrel Quad Barrel-Aged Ale (BBQ)
## 2979.1 Hefeweissbier Dunkel
## 375.1 Moonglow Weizenbock
## 2575 Pemaquid Oyster Stout
## 1626.1 St. Louis Premium Framboise
## 848.1 Bedlam
## 2459 Chunga's Old Bruin
## 1763 Curmudgeon
## 948 Myrcenary Double IPA
## 1441 Hirter Morchl
## 2893.2 Golden Monkey
## 2369.1 Louie's Reserve Scotch Ale
## 1061 Super Bock
## 975.1 Krushka & Bochka Kvass
## 977 Danilo Classic Kvas
## 1792 Old Woody
## 2575.1 Pemaquid Oyster Stout
## 2883 Morocco Ale
## 2754.1 Double Dead Guy Ale
## 42 Old Ruffian
## 2175 Abt 12
## 2996 Dragon's Breath
## 2113 Penetration Porter
## 786 Jaw-Jacker
## 1552.1 Red Lager
## 2378 Hibernator
## 1063 Toasted Lager
## 1739 Nutty Black
## 2479 La Roja Du Kriek
## 2890.1 Centurion's Ghost Ale
## 1393 St. Ides High Gravity Malt Liquor
## 865.1 Back In Black
## 137.1 Honker's Ale
## 2059 Porter
## 2547.2 Crème Brûlée Java Stout
## 1244.1 Crest Super Premium Lager
## 1187.1 Peroni Nastro Azzurro
## 1907 Reality Czeck
## 3041 Weisse Original
## 1590 St. Louis Premium Faro
## 816 ApriHop
## 764.1 Kirin Enjuku
## 1964 Samuel Adams Hallertau Imperial PilsnerBoston Beer Company (Samuel Adams)
## 1394.1 Olde English 800 High Gravity
## 1719 Motor City Brewing Ghettoblaster
## 2326 Rye P.A. Hatter
## 530 Red Bird Ale
## 2354 Wee Heavy Scotch Style Ale
## 1221.1 Faxe Premium
## 1498 Rauch Ür Bock
## 3090 Wheat Wine
## 1804.2 Mirror Pond Pale Ale
## 2671 Oatmeal Stout
## 616.1 Big Bison Ale
## 1116.1 East Coast Lager
## 1624 Cherry
## 77 Old Backus Barleywine
## 592 Trappist Westvleteren 8 (VIII)Brouwerij Westvleteren (Sint-Sixtusabdij van Westvleteren)
## 397.1 Weizenbock
## 4 Doppelsticke
## 1438 Winter Lager
## 349 Genesee Spring Bock
## 662.2 Finlandia Sahti
## 1902 Steam Whistle Pilsner
## 2765 Quilter's Irish Death
## 77.1 Old Backus Barleywine
## 2651 La Sang-d'encre
## 2434 1809
## 913 Old East India Pale Ale
## 252 Salvator
## 612 St. Sebastiaan Dark
## 2593 Captain Swain's Extra Stout
## 3166 Christmas Ale
## 2264.1 Smithwick's Ale
## 2876 Pride Of Milford Special Ale
## 1542 Das Schwarze
## 2993 10 Degrees Below
## 634.1 Bière De Mars
## 1563 The Raven Special Lager
## 2558 Double Stout
## 1301.2 Ottakringer Helles
## 2564 Double Stout (2012- )
## 2696 Dark Lord Imperial Stout
## 119.1 Autumn Ale
## 3196 Fish Tale Winterfish
## 942.1 Perpetual IPA
## 3112.1 Samuel Adams White AleBoston Beer Company (Samuel Adams)
## 1357 Heineken Premium Light Lager
## 94 Irish Walker
## 2922 Damnation Batch 23 (Oak Aged)
## 3087.1 Gamma Ray
## 3190 Special Holiday Ale
## 778 Chateau Jiahu
## 2840.1 Moinette Blond
## 1438.1 Winter Lager
## 1232 Hevelius Kaper
## 1775 Cherry Adam From The Wood
## 2916 Golden Delicious
## 1863 Whale's Tale Pale Ale
## 3088 Wood Ya Honey
## 1536 Sustenance Black Beer - Bourbon Barrel-Aged
## 864.2 Aldebaran
## 3014 Steingadener Weisse Dunkel
## 2184 Christmas Ale
## 2799 Nostradamus
## 875 Hop Strike Black IPA
## 468 Proletary Ale
## 1407 Camo Silver Ice
## 1252.1 Cruzcampo Gran Reserva
## 2681 Oatmeal Stout
## 1745 Dead Horse Amber Ale
## 415.1 White Winter Brackett
## 2272.1 Saranac Irish Red Ale
## 1723 Neustadt 10w30
## 1022.1 Rolling Rock Extra Pale
## 2713.1 D.O.R.I.S. The Destroyer
## 742 Koyt
## 1412 Earthquake High Gravity Lager (10%)
## 2609 Bulls Bay Oyster Stout
## 1789 Thanksgiving Ale
## 267.1 Voodoovator
## 2179 The Sixth Glass Quadrupel Ale
## 299 La Félix
## 2745 Undercover Investigation Shut-down Ale
## 2623 Beamish Irish Stout
## 2831 668 Neighbor Of The Beast
## 72 Olde Bluehair Barley Wine
## 1840 Bruegel Amber Ale
## 3129.1 Orange Avenue Wit
## 265 St. Victorious
## 52 Solstice D'hiver
## 2681.1 Oatmeal Stout
## 1206.1 Oranjeboom Premium Lager
## 2105.1 Icelandic Toasted PorterEinstök Ölgerð (Einstök Beer Company)
## 2001 New World Porter
## 6.2 Sticke
## 2509 Warlock
## 3181 Bourbon Barrel Aged Winter Warmer
## 2685.1 Ohio City Oatmeal Stout
## 1124 Shiner Dortmunder (Spring Ale)
## 2727 Milk Stout
## 51 Cockeyed Cooper
## 816.1 ApriHop
## 175.1 Hooky Bitter
## 897 Lost Sailor India Pale Ale
## 1148 Hansa Export
## 164.1 Colonel Blides Cask Ale
## 862.1 Gaspar Ale
## 236.1 Steenbrugge Blond
## 3066 Schöfferhofer Kristallweizen
## 2533 Fuel Cafe (Coffee Flavored Stout)
## 2890.2 Centurion's Ghost Ale
## 2346 Wee Heavy
## 2280 Hot Rod Red
## 1222 Casablanca Beer
## 2395.1 Black Douglas Ale
## 4.1 Doppelsticke
## 141.1 Younger's Special Bitter
## 2744 Brown Shugga'
## 1639 Oude Gueuze
## 1269.1 Two Women Lager
## 2932 Cornstalker Dark Wheat
## 1910 Josephs Brau PLZNR Czech-Style Lager
## 1553.1 Victoria
## 841 Houblon Chouffe Dobbelen IPA Tripel
## 432 Sumatra Mountain Brown
## 1279 Longfin Lager
## 1362 Budweiser Select 55
## 2705.3 Imperial Stout
## 258.1 EKU 28
## 2468 Rodenbach Classic (Red)
## 1885 English Ale
## 862.2 Gaspar Ale
## 2 Double Bag
## 642 Jenlain Blonde
## 281 Primátor Double Bock Beer
## 1989 Coconut Hiwa Porter
## 341.1 Samuel Adams Chocolate BockBoston Beer Company (Samuel Adams)
## 3016 Hefeweissbier
## 368 Christoffel Bokbier
## 880.1 Widow Maker Black Ale
## 518 Oscura
## 2447.1 Madame Rose
## 2401 Java Mac
## 765 Helios Goya Dry
## 733.1 Orange Blossom Cream Ale
## 1372.1 Medalla Light
## 1 Amber
## 2043 Alice Porter
## 1311 Kirin Lager
## 2398.1 80/- (Eighty Shilling)
## 1321 Organic Beer Shinshu Sansan
## 546 Fire Escape
## 1519 Shiner Bohemian Black Lager
## 800.1 Nor'Easter Lager
## 926 Pliny The Elder
## 2123.1 Benji's Chipotle Smoked Imperial Porter
## 672 Sorachi Ace
## 2864 Adnams Broadside
## 2269 O'Hara's Irish Red
## 1300 Neuschwansteiner
## 2573 Martello Stout
## 1035 Icehouse
## 366 Battlefield Bock
## 180 Malheur Bière Brut (Brut Reserve)
## 727.1 Bumble Berry Honey Blueberry Ale
## 2017.1 Smuttynose Baltic Porter
## 2400.1 Hog's Head Brew (Harry Potter)
## 1057 Molson Ice
## 471 La Petite Mort
## 2618 Guinness Extra Stout (Original)
## 1238 Bière Du Démon
## 3001.1 Weltenburger Hefe-Weissbier Dunkel
## 2977 Willy Vanilly
## 3048 Waterkeeper Hefeweizen
## 174 St. Patrick's Best
## 3116.1 Positive Contact
## 2136 Vermont Smoked Porter
## 1606 Mamouche
## 3050 Heinnieweisse Weissebier
## 1927 Scrimshaw Pilsner
## 1539.1 Zeitgeist
## 1375 Kirin Light Beer
## 3109.1 Hitachino Nest White Ale
## 2279 Danny's Irish Style Red Ale
## 1740.1 D'Artagnan Dark British Ale
## 824.2 Nelson
## 1871 Tetley's English Ale
## 2731 Milk Stout
## 2466 Red Poppy
## 2711.1 Peg Leg Imperial Stout
## 791 Bison Organic Gingerbread Ale
## 528 Boston Common
## 524 Skjálfti
## 605 Resurrection
## 776.1 Akiraku
## 1171.1 Black Lager (Černé Pivo)
## 2055.1 Zwet.Be
## 3158.1 Samuel Adams Old Fezziwig AleBoston Beer Company (Samuel Adams)
## 1675.1 Boon Lambiek
## 662.3 Finlandia Sahti
## 1566 Pietra (Amber)
## 590 Prior 8
## 2424 Rökporter
## 2132.1 Up In Smoke Smoked Porter
## 1519.1 Shiner Bohemian Black Lager
## 1225 Pilsener
## 630 Avant Garde
## 1641 Girardin Gueuze 1882 (Black Label)
## 1335 Moosbacher Kellerbier
## 68 Old Numbskull - Bourbon Barrel-Aged
## 1632 Scarenbecca Kriek
## 2965 Whitsun Ale
## 2864.1 Adnams Broadside
## 1614 Boon Kriek
## 2716.1 Sexual Chocolate - Barrel-Aged
## 2765.1 Quilter's Irish Death
## 105 Hobgoblin Ruby
## 2418 LA-31 Boucanèe
## 533 Urban People's Common Lager
## 2656.1 Guinness Original
## 97.3 Pugsley's Signature Series: Barley Wine
## 2154 Rumpkin
## 2565.1 Blackheart Stout
## 2708 Black Albert
## 3017.1 Franziskaner Hefe-Weisse
## 1918 Creemore Springs Traditional Pilsner
## 950 Dorado
## 1689 Buckler Non-Alcoholic Brew
## 1372.2 Medalla Light
## 411 Mjød
## 848.2 Bedlam
## 1001 Karnival Kolsch
## 483 Downtown Brown
## 1513 Hallerndorfer Raiterla Rauchbier
## 2011 Wasatch Polygamy Porter
## 871.1 Pitch Black IPA
## 654.1 L'Ambrée D'Esquelbecq / Thiriez Amber
## 2150.2 Post Road Pumpkin Ale
## 437 Brekle's Brown
## 1724 Cains Dark Mild
## 1613.1 Cassis
## 259 Liberator Doppelbock
## 3013 Vùdù
## 816.2 ApriHop
## 754.2 Kirin Tanrei
## 2489.1 Imperial Cherry Gose
## 746 Blessed Thistle
## 461 Fullsuit Belgian-Style Brown Ale
## 1643 St. Louis Gueuze Fond Tradition
## 1074 Creemore Springs Premium Lager
## 1394.2 Olde English 800 High Gravity
## 2349 Big Sound
## 2614 Tsingtao Stout
## 2882.2 Monkey Wrench Strong Ale
## 1048 Original
## 1156.1 Heineken Dark Lager
## 1538 Dark Helmet Imperial Schwarzbier
## 2767 He'Brew Origin Pomegranate Ale
## 528.1 Boston Common
## 901 India Pale Ale
## 1152.1 Jägerbier Export Hell
## 568 Carolina Blonde
## 2964 Easy Street Wheat
## 1228 Baltika #9 Extra (Strong)
## 1334 Summer Teeth
## 1252.2 Cruzcampo Gran Reserva
## 2828 Stille Nacht
## 913.1 Old East India Pale Ale
## 1833 Brugse Zot
## 723 Pumpkinfest
## 1858 Samuel Adams Boston Ale (Stock Ale)Boston Beer Company (Samuel Adams)
## 2548.1 Black Phoenix (Chipotle Coffee Ale)
## 2320 Route Des Épices
## 2207 't Smisje BBBourgondier
## 376 Bavarian-Styled Doppel Weizen
## 1613.2 Cassis
## 133.1 Batemans XXXB
## 2953 Hop Sun (Summer Wheat Beer)
## 1591 Tilquin Faro
## 3136 Consecration
## 3159 Christmas Ale
## 442 Imperial Nut Brown Ale
## 1488 Oktoberfest Lager Beer
## 2413 Hemel & Aarde
## 2373 90 Shilling
## 1465 Shiner Märzen-Style Oktoberfest
## 2467 La Roja
## 1278 Bikini Blonde Lager
## 2800 Gouden Carolus Classic
## 3141.2 Juliet
## 2200.1 Kasteel Cuvée Du Chateau
## 1886.1 Unfiltered Double Barrel Ale
## 1079 Winter Skål
## 1033.1 Natural Ice
## 19 Alt-eration Ale
## 2816.1 Nor' Easter Winter Warmer
## 1844 Lil' Devil
## 264 Wasatch The Devastator Double Bock
## 1302.2 Hoponius Union
## 2513.1 Beer Geek Brunch Weasel
## 1219.2 Lech PremiumLech Browary Wielkopolski (SABMiller)
## 696 Das Wunderkind!
## 1079.1 Winter Skål
## 3188.2 God Jul
## 1294.1 Hacker-Pschorr Münchner Hell
## 1983 Vanilla Porter
## 129 Bachelor ESB
## 2042 Fear And Trembling (Cabernet/Bourbon Blend)
## 1987 Everett Porter
## 221.1 Grimbergen Blonde
## 3051 Brooklyner Weisse
## 1965 Morimoto Imperial Pilsner
## 352 Christmas Bock
## 273 Blonde Doppelbock
## 688 Helios (V Saison)
## 1656 Brabantiae
## 1284 Firestone Lager
## 2304 Roggenbier
## 1195.1 Tiger Beer
## 2075 Shoo-Fly Pie Porter
## 2700 Blackout Stout
## 1320 Sapporo Fuyumonogatari - The Winter's Tale
## 760 Orion Mugi Shokunin
## 343 Samuel Adams Cherry Chocolate BockBoston Beer Company (Samuel Adams)
## 2891 Ripon Jewel Ale
## 1097.1 Sapporo Premium Beer
## 3194 The First Snow Ale
## 1346.1 Bud Light Lime
## 2197 Smuttynose Gravitation (Big Beer Series)
## 2094 Red Eye Coffee Porter
## 2513.2 Beer Geek Brunch Weasel
## 1762 Finchcocks Original
## 2599 Square Tail Stout
## 1680 Lambik (3 Year Old Unblended)
## 2484 Ned
## 1926.2 Beck's
## 2806.1 Abbaye Des Rocs [Brasserie Des Rocs Brune]
## 777 Midas Touch
## 2332 Salmon Fly Honey Rye
## 2691.2 Down 'N Dirty Chocolate Oatmeal Stout
## 1042 Milwaukee's Best
## 1609.1 Oud Beersel Oude Kriek Vieille
## 2793 McChouffe
## 1260 Slavutich Mitzne
## 2777 Trappistes Rochefort 8
## 1594 Framboise
## 1965.1 Morimoto Imperial Pilsner
## 2150.3 Post Road Pumpkin Ale
## 63 Smuttynose Barleywine Style Ale (Big Beer Series)
## 1558 Schild Brau Amber
## 2018.1 Shipwreck Porter - Bourbon Barrel-Aged
## 223.1 Saxo
## 1220 Baltika #5 Gold
## 1980 Epic Larger
## 1841 Cuvée Des Trolls
## 893 Blackheart
## 1702 Schneider Weisse Tap 3 Mein Alkoholfreies
## 1023.2 Dos Equis Special Lager
## 2678 Earl Coffee Oatmeal Stout
## 2535 Brewhouse Coffee Stout
## 2650 Irish Style Stout
## 3033.1 Samuel Adams HefeweizenBoston Beer Company (Samuel Adams)
## 2724 Imperial Stout
## 2207.1 't Smisje BBBourgondier
## 2291.1 Celtic Ale
## 1812 Pride & Joy Mild Ale
## 1169 Faxe Amber
## 1556.1 Special Amber
## 2267.1 Irish Ale
## 920 Proper Job
## 762 Kinshachi Nagoya Red Miso Lager
## 2117.1 Robust Porter
## 1924 Prima Pils
## 2663.1 Velvet Merkin
## 3177.2 Prelude
## 1812.1 Pride & Joy Mild Ale
## 2624.1 Black Hawk Stout
## 152 Adnams Southwold Bitter
## 2450 Haandbakk
## 3123 Great White
## 379.1 Schneider Weisse Tap X Mein Nelson Sauvin
## 1702.1 Schneider Weisse Tap 3 Mein Alkoholfreies
## 109 Abbot Ale
## 2680 Beer Geek Bacon
## 3011 Fürstenberg Weizen Hefe Dunkel
## 2421 White Birch Tavern Ale
## 2351 Jinx
## 1518.1 Schwarzbier
## 854 Triomphe Belgian IPA
## 1520 Baba Black Lager
## 435 Maple Nut Brown Ale
## 2626 Love Stout
## 2406 Sue
## 1938 Pils (Pilsner)
## 897.1 Lost Sailor India Pale Ale
## 2724.1 Imperial Stout
## 382 Plank Bavarian Heller Weizenbock
## 3057.1 Royal Weisse
## 1461 Hofbräu Oktoberfestbier
## 1236.1 Christoffel Nobel
## 1188 Grolsch Premium Lager
## 2125 Mesquite Smoked Porter - MSP
## 1109 Mexican Logger
## 2041 Kurofune Porter
## 1501 Göller Rauchbier
## 1721 Hockley Dark
## 2675 Ipswich Oatmeal Stout
## 301.1 Eisbock
## 2815 Monk's Mistress
## 2721 Northwind
## 3112.2 Samuel Adams White AleBoston Beer Company (Samuel Adams)
## 2639.1 Wrasslers XXXX Stout
## 18 Headwall Alt
## 3044 Weisse Versa Wheat
## 412.1 Premium Oak Brackett
## 117.2 Motor Boat
## 1048.1 Original
## 1332 Buttenheimer Keller Bier
## 3086 Anniversary Ale
## 2642.1 Saranac Irish Stout
## 2136.1 Vermont Smoked Porter
## 3176 BiFrost
## 2836 Hades Ale
## 2920 Watou Tripel
## 3034.1 Ebel's Weiss Beer
## 2527 Chicory Stout
## 565 Sunlight Cream Ale
## 1089 Cypress Honey Lager
## 2372.1 Scottish Ale
## Style review_appearance
## 2308 Rye Beer - Roggenbier 3.916667
## 1039 Lager - Adjunct 2.556410
## 2185 Quadrupel (Quad) 4.121771
## 395 Bock - Weizenbock 3.475000
## 1776 Old Ale 3.612211
## 1408 Lager - Malt Liquor 2.221154
## 3112 Wheat Beer - Witbier 3.625000
## 2898 Tripel 3.000000
## 2869 Strong Ale - English 4.125000
## 1171 Lager - European Dark 3.916667
## 2400 Scottish Ale 3.600000
## 3169 Winter Warmer 3.948087
## 654 Farmhouse Ale - Bière de Garde 3.916667
## 1125 Lager - European / Dortmunder Export 3.148438
## 2734 Stout - Sweet / Milk 3.908353
## 97 Barleywine - English 3.949612
## 1073 Lager - American Amber / Red 3.479021
## 1934 Pilsner - German 3.556842
## 2047 Porter - English 4.099248
## 2100 Porter - Imperial 3.946309
## 2995 Wheat Beer - Dunkelweizen 3.437500
## 1102 Lager - American 3.344595
## 933 IPA - Imperial 4.011168
## 323 Bock - Maibock 3.396825
## 2201 Quadrupel (Quad) 4.035294
## 635 Farmhouse Ale - Bière de Garde 3.950617
## 2026 Porter - Baltic 4.211268
## 50 Barleywine - American 4.000000
## 373 Bock - Weizenbock 4.178515
## 2641 Stout - Irish Dry 4.252688
## 871 IPA - Black / Cascadian Dark Ale 3.965863
## 2855 Strong Ale - Belgian Pale 4.125000
## 2182 Quadrupel (Quad) 4.077241
## 1285 Lager - Helles 3.696581
## 2064 Porter - English 4.156250
## 2547 Stout - American 3.960000
## 451 Brown Ale - Belgian Dark 3.872075
## 695 Farmhouse Ale - Saison 4.176960
## 3125 Wheat Beer - Witbier 3.465686
## 207 Blonde Ale - American 3.125000
## 2115 Porter - Robust 4.257576
## 1687 Low Alcohol Beer 2.067568
## 532 California Common / Steam Beer 3.750000
## 2627 Stout - Irish Dry 3.929204
## 1586 Lambic - Faro 3.940000
## 1744 Mild Ale - English Pale 3.765152
## 1771 Old Ale 4.118384
## 880 IPA - Black / Cascadian Dark Ale 3.735294
## 1604 Lambic - Fruit 4.218391
## 668 Farmhouse Ale - Saison 4.157831
## 3040 Wheat Beer - Hefeweizen 3.754717
## 1665 Lambic - Traditional 3.923913
## 2548 Stout - American 3.702381
## 2698 Stout - Russian Imperial 4.119329
## 1506 Lager - Rauchbier 4.038462
## 1219 Lager - European Pale 3.237288
## 1717 Mild Ale - English Dark 3.537500
## 930 IPA - Imperial 4.071104
## 1884 Pale Ale - English 3.693676
## 2899 Tripel 3.946624
## 2176 Quadrupel (Quad) 4.344931
## 718 Fruit and Field Beer 3.187773
## 828 IPA - American 4.289882
## 982 Kvass 3.000000
## 1651 Lambic - Gueuze 3.745455
## 3100 Wheat Beer - Witbier 4.029049
## 1540 Lager - Schwarzbier 3.500000
## 110 Bitter - English Extra Special / Strong Bitter (ESB) 3.982213
## 2705 Stout - Russian Imperial 3.500000
## 3182 Winter Warmer 3.928571
## 291 Bock - Eisbock 4.000000
## 1528 Lager - Schwarzbier 4.029412
## 2053 Porter - English 3.800261
## 1083 Lager - American Amber / Red 3.645631
## 632 Farmhouse Ale - Bière de Garde 4.131737
## 2850 Strong Ale - Belgian Pale 4.302083
## 2017 Porter - Baltic 4.255128
## 2330 Rye Beer 3.468750
## 460 Brown Ale - Belgian Dark 3.666667
## 939 IPA - Imperial 3.916433
## 2893 Tripel 3.677961
## 75 Barleywine - American 3.987952
## 2657 Stout - Irish Dry 4.250000
## 846 IPA - Belgian 4.145709
## 1726 Mild Ale - English Dark 3.500000
## 1151 Lager - European / Dortmunder Export 3.700000
## 1548 Lager - Vienna 4.117291
## 534 California Common / Steam Beer 3.833333
## 1183 Lager - European Dark 3.394737
## 160 Bitter - English 3.710145
## 2705.1 Stout - Russian Imperial 3.500000
## 2427 Smoked Beer 4.000000
## 2882 Strong Ale - English 3.794643
## 3040.1 Wheat Beer - Hefeweizen 3.754717
## 1713 Low Alcohol Beer 4.000000
## 806 IPA - American 4.121726
## 1038 Lager - Adjunct 2.789157
## 1478 Lager - Märzen / Oktoberfest 3.333333
## 848 IPA - Belgian 4.098361
## 511 Brown Ale - English 4.115385
## 906 IPA - English 3.966825
## 1630 Lambic - Fruit 3.468750
## 156 Bitter - English 3.862069
## 1735 Mild Ale - English Dark 3.818182
## 2837 Strong Ale - Belgian Pale 4.166038
## 2997 Wheat Beer - Dunkelweizen 3.833333
## 1383 Lager - Light 2.821429
## 1162 Lager - European Dark 3.476744
## 2475 Sour - Flanders Red Ale 3.904891
## 825 IPA - American 4.020320
## 2886 Strong Ale - English 3.194444
## 1467 Lager - Märzen / Oktoberfest 3.833333
## 1694 Low Alcohol Beer 3.738095
## 1255 Lager - European Strong 3.291667
## 2229 Red Ale - American Amber / Red 4.102273
## 1809 Pale Ale - American 3.917598
## 2871 Strong Ale - English 3.932584
## 2597 Stout - Foreign / Export 4.062500
## 1458 Lager - Märzen / Oktoberfest 3.852256
## 1023 Lager - Adjunct 2.757862
## 3105 Wheat Beer - Witbier 3.837407
## 1150 Lager - European / Dortmunder Export 3.625000
## 972 Kvass 3.250000
## 869 IPA - Black / Cascadian Dark Ale 4.147277
## 137 Bitter - English 3.768966
## 3084 Wheat Beer - Wheatwine 4.113924
## 1827 Pale Ale - Belgian 4.219937
## 2268 Red Ale - Irish 3.627451
## 1195 Lager - European Pale 2.919003
## 1556 Lager - Vienna 3.693038
## 1484 Lager - Märzen / Oktoberfest 3.826923
## 2118 Porter - Robust 4.083333
## 2150 Pumpkin Beer 3.717274
## 223 Blonde Ale - Belgian 3.926540
## 267 Bock - Doppelbock 3.752809
## 1314 Lager - Japanese Rice 3.196429
## 1887 Pale Ale - English 3.540741
## 1291 Lager - Helles 3.519737
## 554 Chile Beer 3.300000
## 232 Blonde Ale - Belgian 3.833333
## 2846 Strong Ale - Belgian Pale 3.634276
## 925 IPA - Imperial 4.192097
## 2144 Porter - Smoked 3.772727
## 2374 Scottish Ale 3.776316
## 800 Herb and Spice Beer 3.663636
## 2508 Stout - American Imperial 4.414850
## 1908 Pilsner - Bohemian / Czech 3.740000
## 151 Bitter - English 3.878788
## 237 Blonde Ale - Belgian 3.735294
## 705 Fruit and Field Beer 3.237288
## 1793 Old Ale 3.583333
## 386 Bock - Weizenbock 3.622093
## 2101 Porter - Imperial 3.919643
## 824 IPA - American 4.157895
## 416 Braggot 3.500000
## 3144 Wild Ale 4.164740
## 2635 Stout - Irish Dry 3.750000
## 3008 Wheat Beer - Dunkelweizen 3.818182
## 1384 Lager - Malt Liquor 2.772727
## 1189 Lager - European Pale 3.152838
## 1502 Lager - Rauchbier 3.304688
## 1275 Lager - Helles 3.833333
## 1366 Lager - Light 2.384615
## 284 Bock - Doppelbock 4.184524
## 339 Bock - Traditional 3.809759
## 2510 Stout - American Imperial 4.373083
## 3167 Winter Warmer 3.831081
## 3116 Wheat Beer - Witbier 2.750000
## 268 Bock - Doppelbock 3.833333
## 1758 Mild Ale - English Pale 3.400000
## 2893.1 Tripel 3.677961
## 1956 Pilsner - German 3.305556
## 2194 Quadrupel (Quad) 3.953947
## 1523 Lager - Schwarzbier 4.093602
## 1799 Pale Ale - American 3.949100
## 80 Barleywine - English 3.777476
## 2405 Smoked Beer 3.975962
## 2356 Scotch Ale / Wee Heavy 3.951807
## 2097 Porter - Imperial 4.400000
## 1153 Lager - European Dark 3.960742
## 1535 Lager - Schwarzbier 4.086957
## 2360 Scotch Ale / Wee Heavy 3.817460
## 1694.1 Low Alcohol Beer 3.738095
## 2882.1 Strong Ale - English 3.794643
## 463 Brown Ale - Belgian Dark 3.647059
## 388 Bock - Weizenbock 4.012195
## 217 Blonde Ale - Belgian 3.790812
## 3054 Wheat Beer - Hefeweizen 4.000000
## 2908 Tripel 4.181586
## 718.1 Fruit and Field Beer 3.187773
## 1935 Pilsner - German 3.725564
## 1186 Lager - European Pale 3.392857
## 3018 Wheat Beer - Hefeweizen 4.121053
## 396 Bock - Weizenbock 3.642857
## 453 Brown Ale - Belgian Dark 3.915323
## 342 Bock - Traditional 3.179245
## 1032 Lager - Adjunct 2.579208
## 2020 Porter - Baltic 4.080247
## 245 Blonde Ale - Belgian 3.531250
## 3033 Wheat Beer - Hefeweizen 3.441667
## 1921 Pilsner - Bohemian / Czech 4.000000
## 1609 Lambic - Fruit 4.293173
## 610 Dubbel 3.880000
## 771 Happoshu 3.000000
## 2372 Scottish Ale 4.013142
## 606 Dubbel 3.638340
## 2460 Sour - Flanders Oud Bruin 3.500000
## 2162 Pumpkin Beer 3.809140
## 1899 Pilsner - Bohemian / Czech 3.785714
## 1615 Lambic - Fruit 4.213235
## 3109 Wheat Beer - Witbier 3.786976
## 1993 Porter - American 3.909563
## 583 Cream Ale 3.950000
## 385 Bock - Weizenbock 3.956522
## 1474 Lager - Märzen / Oktoberfest 3.300000
## 1613 Lambic - Fruit 4.060606
## 798 Herb and Spice Beer 4.308824
## 1647 Lambic - Gueuze 3.824324
## 2910 Tripel 3.882653
## 1515 Lager - Rauchbier 3.500000
## 967 Kvass 3.875000
## 2644 Stout - Irish Dry 4.089474
## 508 Brown Ale - English 4.000000
## 2124 Porter - Smoked 4.106061
## 2686 Stout - Oatmeal 4.166667
## 353 Bock - Traditional 3.700000
## 577 Cream Ale 3.656250
## 2408 Smoked Beer 4.023810
## 93 Barleywine - English 3.868966
## 372 Bock - Traditional 3.863636
## 179 Bière de Champagne / Bière Brut 4.111111
## 2174 Pumpkin Beer 3.717742
## 718.2 Fruit and Field Beer 3.187773
## 3164 Winter Warmer 3.492659
## 584 Cream Ale 3.472973
## 295 Bock - Eisbock 3.954545
## 2458 Sour - Flanders Oud Bruin 3.833333
## 2362 Scotch Ale / Wee Heavy 3.734694
## 2376 Scottish Ale 3.686207
## 1906 Pilsner - Bohemian / Czech 3.981132
## 940 IPA - Imperial 4.247780
## 1145 Lager - European / Dortmunder Export 2.937500
## 221 Blonde Ale - Belgian 3.843643
## 809 IPA - American 4.093180
## 1152 Lager - European / Dortmunder Export 4.166667
## 2538 Stout - American 3.758964
## 1114 Lager - American 3.359281
## 2572 Stout - English 3.884615
## 1187 Lager - European Pale 2.806373
## 962 IPA - New England 4.304196
## 513 Brown Ale - English 3.811475
## 2691 Stout - Oatmeal 3.995192
## 1264 Lager - European Strong 3.166667
## 3131 Wheat Beer - Witbier 3.693548
## 1518 Lager - Schwarzbier 4.041007
## 1133 Lager - European / Dortmunder Export 3.465909
## 895 IPA - English 3.833333
## 1132 Lager - European / Dortmunder Export 3.641509
## 2592 Stout - Foreign / Export 3.982558
## 1291.1 Lager - Helles 3.519737
## 1774 Old Ale 4.043956
## 1372 Lager - Light 2.921569
## 3053 Wheat Beer - Hefeweizen 4.054348
## 2395 Scottish Ale 4.100000
## 1387 Lager - Malt Liquor 2.577236
## 1587 Lambic - Faro 3.333333
## 2520 Stout - American Imperial 4.250000
## 40 Barleywine - American 3.932262
## 2917 Tripel 4.055066
## 134 Bitter - English Extra Special / Strong Bitter (ESB) 4.068182
## 542 Chile Beer 3.357143
## 1405 Lager - Malt Liquor 2.944444
## 6 Altbier 4.007937
## 2374.1 Scottish Ale 3.776316
## 1561 Lager - Vienna 3.808333
## 895.1 IPA - English 3.833333
## 439 Brown Ale - American 4.083333
## 2103 Porter - Robust 4.158333
## 2894 Tripel 4.306755
## 2973 Wheat Beer - American Pale 3.782051
## 1301 Lager - Helles 2.980000
## 3054.1 Wheat Beer - Hefeweizen 4.000000
## 205 Blonde Ale - American 3.687500
## 1144 Lager - European / Dortmunder Export 2.916667
## 957 IPA - Imperial 3.900000
## 1929 Pilsner - German 3.922156
## 1249 Lager - European Strong 3.444444
## 2907 Tripel 4.153333
## 3012 Wheat Beer - Dunkelweizen 3.458333
## 838 IPA - American 3.921275
## 1782 Old Ale 4.141463
## 3107 Wheat Beer - Witbier 4.030596
## 1718 Mild Ale - English Dark 3.885621
## 2866 Strong Ale - English 3.809302
## 2157 Pumpkin Beer 3.000812
## 3178 Winter Warmer 3.812312
## 1206 Lager - European Pale 3.086331
## 495 Brown Ale - English 3.818182
## 385.1 Bock - Weizenbock 3.956522
## 1512 Lager - Rauchbier 3.730769
## 1846 Pale Ale - Belgian 3.441057
## 1490 Lager - Märzen / Oktoberfest 3.632812
## 2148 Pumpkin Beer 3.891588
## 1505 Lager - Rauchbier 3.892857
## 2806 Strong Ale - Belgian Dark 4.085366
## 1358 Lager - Light 2.458333
## 560 Chile Beer 3.666667
## 499 Brown Ale - English 3.500000
## 988 Kölsch 3.479638
## 548 Chile Beer 4.000000
## 1805 Pale Ale - American 4.184588
## 2068 Porter - English 4.014388
## 1757 Mild Ale - English Pale 3.166667
## 1192 Lager - European Pale 3.014252
## 97.1 Barleywine - English 3.949612
## 1842 Pale Ale - Belgian 4.150000
## 927 IPA - Imperial 3.983032
## 1722 Mild Ale - English Dark 3.278409
## 2960 Wheat Beer - American Pale 3.428826
## 1052 Lager - Adjunct 3.026119
## 804 IPA - American 4.225167
## 1722.1 Mild Ale - English Dark 3.278409
## 489 Brown Ale - English 3.765351
## 2686.1 Stout - Oatmeal 4.166667
## 2323 Rye Beer 3.962567
## 3034 Wheat Beer - Hefeweizen 3.629412
## 1342 Lager - Kellerbier / Zwickelbier 3.666667
## 3179 Winter Warmer 3.760000
## 2841 Strong Ale - Belgian Pale 4.029851
## 1472 Lager - Märzen / Oktoberfest 3.679144
## 2616 Stout - Foreign / Export 3.660000
## 444 Brown Ale - American 3.868000
## 2111 Porter - Robust 3.750000
## 3068 Wheat Beer - Kristallweizen 3.662500
## 1900 Pilsner - Bohemian / Czech 3.464135
## 1402 Lager - Malt Liquor 2.661290
## 2656 Stout - Irish Dry 3.956522
## 685 Farmhouse Ale - Saison 4.000000
## 2252 Red Ale - Imperial 3.978571
## 2486 Sour - Flanders Red Ale 3.750000
## 1842.1 Pale Ale - Belgian 4.150000
## 2327 Rye Beer 4.125000
## 2215 Red Ale - American Amber / Red 3.946186
## 1377 Lager - Light 3.356164
## 2954 Wheat Beer - American Pale 3.227882
## 634 Farmhouse Ale - Bière de Garde 3.969349
## 319 Bock - Maibock 3.911429
## 1409 Lager - Malt Liquor 2.431818
## 2643 Stout - Irish Dry 3.889831
## 227 Blonde Ale - Belgian 3.941489
## 2169 Pumpkin Beer 3.757752
## 2631 Stout - Irish Dry 4.305556
## 28 Altbier 4.216667
## 2392 Scottish Ale 3.642857
## 946 IPA - Imperial 4.113680
## 2997.1 Wheat Beer - Dunkelweizen 3.833333
## 462 Brown Ale - Belgian Dark 3.590909
## 2713 Stout - Russian Imperial 4.245798
## 2658 Stout - Irish Dry 4.166667
## 1565 Lager - Vienna 3.250000
## 1104 Lager - American 2.928218
## 2515 Stout - American Imperial 3.956169
## 1192.1 Lager - European Pale 3.014252
## 2165 Pumpkin Beer 3.806818
## 1991 Porter - American 3.790070
## 1173 Lager - European Dark 3.680000
## 3053.1 Wheat Beer - Hefeweizen 4.054348
## 177 Bitter - English 3.897727
## 2191 Quadrupel (Quad) 3.772866
## 1514 Lager - Rauchbier 3.958333
## 303 Bock - Eisbock 4.000000
## 984 Kvass 3.250000
## 2067 Porter - English 3.925714
## 1517 Lager - Schwarzbier 3.890228
## 2138 Porter - Smoked 4.133333
## 1241 Lager - European Strong 3.191176
## 2827 Strong Ale - Belgian Pale 3.977099
## 1229 Lager - European Strong 3.545455
## 2736 Stout - Sweet / Milk 3.891534
## 2997.2 Wheat Beer - Dunkelweizen 3.833333
## 1045 Lager - Adjunct 2.864943
## 2740 Stout - Sweet / Milk 3.867403
## 2029 Porter - Baltic 3.935045
## 2975 Wheat Beer - American Pale 3.854167
## 1416 Lager - Malt Liquor 3.200000
## 1282 Lager - Helles 3.854167
## 95 Barleywine - English 3.620000
## 2661 Stout - Oatmeal 4.125546
## 1731 Mild Ale - English Dark 3.615385
## 2816 Strong Ale - Belgian Dark 4.082500
## 3141 Wild Ale 4.053299
## 2890 Strong Ale - English 3.750000
## 470 Brown Ale - Belgian Dark 3.800000
## 2026.1 Porter - Baltic 4.211268
## 2105 Porter - Robust 2.500000
## 1586.1 Lambic - Faro 3.940000
## 3138 Wild Ale 4.130682
## 2106 Porter - Robust 4.000000
## 1340 Lager - Kellerbier / Zwickelbier 3.928571
## 428 Brown Ale - American 4.000839
## 806.1 IPA - American 4.121726
## 2983 Wheat Beer - Dunkelweizen 3.630435
## 2842 Strong Ale - Belgian Pale 4.094937
## 2567 Stout - English 3.855263
## 2798 Strong Ale - Belgian Dark 3.986441
## 3129 Wheat Beer - Witbier 3.604651
## 1931 Pilsner - German 2.923077
## 3076 Wheat Beer - Kristallweizen 3.812500
## 2216 Red Ale - American Amber / Red 3.894105
## 1562 Lager - Vienna 3.562500
## 1017 Lager - Adjunct 2.516476
## 133 Bitter - English Extra Special / Strong Bitter (ESB) 3.919192
## 1219.1 Lager - European Pale 3.237288
## 2706 Stout - Russian Imperial 4.180405
## 1015 Kölsch 3.287234
## 754 Happoshu 3.242424
## 1012 Kölsch 4.083333
## 1185 Lager - European Pale 2.874211
## 701 Fruit and Field Beer 3.214765
## 545 Chile Beer 3.555556
## 662 Farmhouse Ale - Sahti 3.000000
## 1366.1 Lager - Light 2.384615
## 1898 Pilsner - Bohemian / Czech 3.863636
## 737 Gruit / Ancient Herbed Ale 3.784257
## 1984 Porter - American 4.242105
## 2338 Scotch Ale / Wee Heavy 3.937702
## 2249 Red Ale - Imperial 4.026316
## 1539 Lager - Schwarzbier 3.708333
## 2632 Stout - Irish Dry 3.803571
## 3026 Wheat Beer - Hefeweizen 4.236986
## 2716 Stout - Russian Imperial 4.253676
## 2464 Sour - Flanders Red Ale 4.094945
## 125 Bitter - English Extra Special / Strong Bitter (ESB) 3.913043
## 474 Brown Ale - Belgian Dark 4.272727
## 764 Happoshu 3.333333
## 646 Farmhouse Ale - Bière de Garde 3.819444
## 158 Bitter - English 3.785714
## 1735.1 Mild Ale - English Dark 3.818182
## 1508 Lager - Rauchbier 3.562500
## 2915 Tripel 3.500000
## 3167.1 Winter Warmer 3.831081
## 1331 Lager - Kellerbier / Zwickelbier 3.884058
## 520 California Common / Steam Beer 3.451087
## 1023.1 Lager - Adjunct 2.757862
## 1768 Old Ale 3.986657
## 2714 Stout - Russian Imperial 4.295630
## 301 Bock - Eisbock 3.875000
## 1085 Lager - American Amber / Red 3.346369
## 69 Barleywine - American 3.948052
## 2437 Sour - Berliner Weisse 3.664557
## 2701 Stout - Russian Imperial 4.295455
## 1925 Pilsner - German 3.891841
## 780 Herb and Spice Beer 3.739437
## 1783 Old Ale 3.456364
## 1971 Pilsner - Imperial 4.044643
## 1281 Lager - Helles 3.473684
## 2117 Porter - Robust 3.642857
## 882 IPA - Black / Cascadian Dark Ale 4.125000
## 887 IPA - Black / Cascadian Dark Ale 4.055556
## 1293 Lager - Helles 3.423077
## 314 Bock - Maibock 3.581699
## 2436 Sour - Berliner Weisse 3.954545
## 2198 Quadrupel (Quad) 3.986111
## 2031 Porter - Baltic 4.104167
## 814 IPA - American 4.040865
## 1557 Lager - Vienna 3.542857
## 1978 Pilsner - Imperial 3.812500
## 1754 Mild Ale - English Pale 2.722222
## 1512.1 Lager - Rauchbier 3.730769
## 3030 Wheat Beer - Hefeweizen 3.250000
## 1681 Lambic - Traditional 4.500000
## 2231 Red Ale - American Amber / Red 4.209091
## 864 IPA - Belgian 4.083333
## 412 Braggot 3.807692
## 686 Farmhouse Ale - Saison 4.098765
## 2691.1 Stout - Oatmeal 3.995192
## 1099 Lager - American 3.052632
## 455 Brown Ale - Belgian Dark 4.051020
## 3191 Winter Warmer 3.829268
## 2942 Wheat Beer - American Dark 3.617647
## 1363 Lager - Light 2.786624
## 1388 Lager - Malt Liquor 2.946078
## 2517 Stout - American Imperial 4.251745
## 3188 Winter Warmer 4.171123
## 2588 Stout - Foreign / Export 4.222500
## 704 Fruit and Field Beer 3.251138
## 1853 Pale Ale - Belgian 3.783654
## 598 Dubbel 3.934722
## 2251 Red Ale - Imperial 4.119048
## 2116 Porter - Robust 4.000000
## 2364 Scotch Ale / Wee Heavy 3.714286
## 2246 Red Ale - Imperial 4.171070
## 3075 Wheat Beer - Kristallweizen 3.750000
## 2852 Strong Ale - Belgian Pale 4.218531
## 1044 Lager - Adjunct 2.187050
## 1301.1 Lager - Helles 2.980000
## 2869.1 Strong Ale - English 4.125000
## 2589 Stout - Foreign / Export 3.730769
## 3161 Winter Warmer 3.796460
## 161 Bitter - English 3.923077
## 975 Kvass 3.071429
## 1342.1 Lager - Kellerbier / Zwickelbier 3.666667
## 1175 Lager - European Dark 4.316667
## 1551 Lager - Vienna 3.700000
## 2392.1 Scottish Ale 3.642857
## 117 Bitter - English Extra Special / Strong Bitter (ESB) 3.805147
## 1457 Lager - Märzen / Oktoberfest 3.739968
## 3140 Wild Ale 4.107914
## 1298 Lager - Helles 4.000000
## 2270 Red Ale - Irish 3.857143
## 1432 Lager - Munich Dunkel 3.702899
## 2648 Stout - Irish Dry 4.500000
## 2624 Stout - Irish Dry 3.705097
## 1248 Lager - European Strong 2.705882
## 1342.2 Lager - Kellerbier / Zwickelbier 3.666667
## 911 IPA - English 3.500000
## 230 Blonde Ale - Belgian 3.986486
## 1502.1 Lager - Rauchbier 3.304688
## 1552 Lager - Vienna 3.439252
## 1808 Pale Ale - American 4.046460
## 379 Bock - Weizenbock 4.250000
## 2605 Stout - Foreign / Export 3.961538
## 687 Farmhouse Ale - Saison 3.785000
## 2219 Red Ale - American Amber / Red 3.957123
## 1804 Pale Ale - American 3.881368
## 1961 Pilsner - German 3.763158
## 3191.1 Winter Warmer 3.829268
## 1380 Lager - Light 2.750000
## 14 Altbier 3.541667
## 339.1 Bock - Traditional 3.809759
## 1394 Lager - Malt Liquor 2.723404
## 514 Brown Ale - English 3.668224
## 373.1 Bock - Weizenbock 4.178515
## 512 Brown Ale - English 3.686957
## 1302 Lager - India Pale Lager (IPL) 4.136364
## 2329 Rye Beer 3.500000
## 1695 Low Alcohol Beer 3.105263
## 853 IPA - Belgian 3.827586
## 2440 Sour - Berliner Weisse 3.535928
## 2119 Porter - Smoked 4.153987
## 820 IPA - American 4.114583
## 104 Bitter - English Extra Special / Strong Bitter (ESB) 4.001216
## 3107.1 Wheat Beer - Witbier 4.030596
## 2018 Porter - Baltic 4.015464
## 662.1 Farmhouse Ale - Sahti 3.000000
## 2303 Rye Beer - Roggenbier 3.928571
## 2725 Stout - Russian Imperial 4.138009
## 2143 Porter - Smoked 4.224138
## 2248 Red Ale - Imperial 4.132143
## 2115.1 Porter - Robust 4.257576
## 1168 Lager - European Dark 4.041667
## 1832 Pale Ale - Belgian 3.676349
## 3060 Wheat Beer - Kristallweizen 4.083333
## 1740 Mild Ale - English Dark 3.888889
## 39 Altbier 3.931034
## 2863 Strong Ale - English 3.975610
## 1033 Lager - Adjunct 2.136364
## 809.1 IPA - American 4.093180
## 1027 Lager - Adjunct 2.934075
## 1926 Pilsner - German 2.889163
## 1811 Pale Ale - American 3.744491
## 1480 Lager - Märzen / Oktoberfest 3.692857
## 329 Bock - Maibock 3.687500
## 387 Bock - Weizenbock 4.192308
## 1673 Lambic - Traditional 3.928571
## 2559 Stout - English 4.055556
## 1419 Lager - Munich Dunkel 3.861991
## 2714.1 Stout - Russian Imperial 4.295630
## 2625 Stout - Irish Dry 4.250000
## 257 Bock - Doppelbock 3.633431
## 701.1 Fruit and Field Beer 3.214765
## 1485 Lager - Märzen / Oktoberfest 4.060440
## 2824 Strong Ale - Belgian Pale 4.182107
## 428.1 Brown Ale - American 4.000839
## 2642 Stout - Irish Dry 3.844444
## 1751 Mild Ale - English Pale 3.571429
## 2905 Tripel 4.097561
## 861 IPA - Belgian 3.875000
## 3031 Wheat Beer - Hefeweizen 3.300000
## 2663 Stout - Oatmeal 3.934713
## 2967 Wheat Beer - American Pale 3.098485
## 3042 Wheat Beer - Hefeweizen 3.615789
## 361 Bock - Traditional 3.452830
## 2657.1 Stout - Irish Dry 4.250000
## 853.1 IPA - Belgian 3.827586
## 2709 Stout - Russian Imperial 4.208791
## 736 Gruit / Ancient Herbed Ale 3.687225
## 2641.1 Stout - Irish Dry 4.252688
## 1452 Lager - Munich Dunkel 3.473684
## 781 Herb and Spice Beer 3.538710
## 2073 Porter - English 3.994624
## 2200 Quadrupel (Quad) 4.123077
## 1350 Lager - Light 1.915205
## 2382 Scottish Ale 3.908714
## 161.1 Bitter - English 3.923077
## 1116 Lager - American 3.405063
## 2055 Porter - English 4.050000
## 2673 Stout - Oatmeal 3.887692
## 397 Bock - Weizenbock 3.333333
## 2516 Stout - American Imperial 4.266393
## 864.1 IPA - Belgian 4.083333
## 1979 Pilsner - Imperial 3.300000
## 2532 Stout - American 3.947658
## 1945 Pilsner - German 3.584615
## 474.1 Brown Ale - Belgian Dark 4.272727
## 3008.1 Wheat Beer - Dunkelweizen 3.818182
## 431 Brown Ale - American 4.131040
## 2318 Rye Beer 4.167939
## 320 Bock - Maibock 3.834862
## 61 Barleywine - American 4.044218
## 1324 Lager - Japanese Rice 3.250000
## 902 IPA - English 3.886139
## 2760 Strong Ale - American 4.117647
## 2849 Strong Ale - Belgian Pale 3.859259
## 240 Blonde Ale - Belgian 3.750000
## 1682 Lambic - Traditional 3.250000
## 684 Farmhouse Ale - Saison 4.020833
## 2567.1 Stout - English 3.855263
## 217.1 Blonde Ale - Belgian 3.790812
## 3188.1 Winter Warmer 4.171123
## 2264 Red Ale - Irish 3.795322
## 466 Brown Ale - Belgian Dark 3.694444
## 2981 Wheat Beer - Dunkelweizen 3.942436
## 1517.1 Lager - Schwarzbier 3.890228
## 2316 Rye Beer 4.110000
## 1097 Lager - American 3.074553
## 3177 Winter Warmer 3.885057
## 2428 Smoked Beer 4.000000
## 2157.1 Pumpkin Beer 3.000812
## 1999 Porter - American 3.951172
## 2547.1 Stout - American 3.960000
## 1875 Pale Ale - English 3.666667
## 717 Fruit and Field Beer 3.888889
## 3019 Wheat Beer - Hefeweizen 3.450863
## 2617 Stout - Irish Dry 4.197059
## 942 IPA - Imperial 4.153409
## 676 Farmhouse Ale - Saison 3.808989
## 3193 Winter Warmer 3.875000
## 1754.1 Mild Ale - English Pale 2.722222
## 197 Blonde Ale - American 3.441667
## 2379 Scottish Ale 3.666667
## 2149 Pumpkin Beer 3.757426
## 2809 Strong Ale - Belgian Dark 3.893701
## 2481 Sour - Flanders Red Ale 3.000000
## 1761 Mild Ale - English Pale 3.000000
## 2114 Porter - Robust 4.000000
## 1344 Lager - Light 2.011521
## 1712 Low Alcohol Beer 3.500000
## 29 Altbier 4.194444
## 1051 Lager - Adjunct 2.815476
## 1615.1 Lambic - Fruit 4.213235
## 3172 Winter Warmer 3.836820
## 3018.1 Wheat Beer - Hefeweizen 4.121053
## 2670 Stout - Oatmeal 4.297222
## 2345 Scotch Ale / Wee Heavy 3.974848
## 1873 Pale Ale - English 3.658635
## 2513 Stout - American Imperial 4.351667
## 1607 Lambic - Fruit 4.644231
## 236 Blonde Ale - Belgian 3.710526
## 1026 Lager - Adjunct 2.690280
## 2955 Wheat Beer - American Pale 3.692381
## 445 Brown Ale - American 3.892857
## 323.1 Bock - Maibock 3.396825
## 389 Bock - Weizenbock 3.973684
## 1244 Lager - European Strong 2.818182
## 1929.1 Pilsner - German 3.922156
## 713 Fruit and Field Beer 3.325163
## 1162.1 Lager - European Dark 3.476744
## 2934 Wheat Beer - American Dark 3.750000
## 2944 Wheat Beer - American Dark 3.750000
## 819 IPA - American 4.049020
## 2705.2 Stout - Russian Imperial 3.500000
## 2210 Red Ale - American Amber / Red 4.010456
## 2087 Porter - Imperial 4.250000
## 341 Bock - Traditional 3.767751
## 3062 Wheat Beer - Kristallweizen 3.944030
## 2238 Red Ale - American Amber / Red 3.500000
## 3171 Winter Warmer 3.958333
## 2926 Tripel 3.940000
## 401 Bock - Weizenbock 4.500000
## 2860 Strong Ale - English 3.984589
## 1457.1 Lager - Märzen / Oktoberfest 3.739968
## 671 Farmhouse Ale - Saison 4.377483
## 3070 Wheat Beer - Kristallweizen 3.562500
## 1909 Pilsner - Bohemian / Czech 3.308824
## 2260 Red Ale - Imperial 4.000000
## 699 Fruit and Field Beer 3.514002
## 294 Bock - Eisbock 3.500000
## 749 Gruit / Ancient Herbed Ale 3.500000
## 657 Farmhouse Ale - Bière de Garde 3.588889
## 999 Kölsch 3.833333
## 781.1 Herb and Spice Beer 3.538710
## 1307 Lager - India Pale Lager (IPL) 3.250000
## 2962 Wheat Beer - American Pale 3.554152
## 1275.1 Lager - Helles 3.833333
## 255 Bock - Doppelbock 3.998596
## 1163 Lager - European Dark 3.950820
## 3031.1 Wheat Beer - Hefeweizen 3.300000
## 1962 Pilsner - Imperial 4.200704
## 225 Blonde Ale - Belgian 4.031250
## 3110 Wheat Beer - Witbier 3.494681
## 553 Chile Beer 3.012821
## 2972 Wheat Beer - American Pale 3.515038
## 1194 Lager - European Pale 3.712838
## 2150.1 Pumpkin Beer 3.717274
## 146 Bitter - English 3.690476
## 331 Bock - Maibock 3.880682
## 169 Bitter - English 3.866667
## 2398 Scottish Ale 4.000000
## 164 Bitter - English 3.829545
## 197.1 Blonde Ale - American 3.441667
## 127 Bitter - English Extra Special / Strong Bitter (ESB) 3.666667
## 117.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.805147
## 1125.1 Lager - European / Dortmunder Export 3.148438
## 2711 Stout - Russian Imperial 3.719649
## 1118 Lager - European / Dortmunder Export 4.070312
## 3057 Wheat Beer - Hefeweizen 3.906832
## 2536 Stout - American 3.751208
## 2026.2 Porter - Baltic 4.211268
## 604 Dubbel 3.891534
## 2682 Stout - Oatmeal 3.602778
## 521 California Common / Steam Beer 4.100000
## 1200 Lager - European Pale 3.612532
## 563 Cream Ale 3.082569
## 895.2 IPA - English 3.833333
## 1359 Lager - Light 2.701493
## 1288 Lager - Helles 3.568182
## 3107.2 Wheat Beer - Witbier 4.030596
## 2386 Scottish Ale 3.638298
## 1521 Lager - Schwarzbier 3.813076
## 2699 Stout - Russian Imperial 4.299688
## 2488 Sour - Gose 3.855263
## 1146 Lager - European / Dortmunder Export 3.290323
## 1664 Lambic - Traditional 3.942308
## 1998 Porter - American 4.068182
## 2985 Wheat Beer - Dunkelweizen 3.989316
## 2931 Wheat Beer - American Dark 3.833333
## 1045.1 Lager - Adjunct 2.864943
## 335 Bock - Maibock 3.870370
## 335.1 Bock - Maibock 3.870370
## 2878 Strong Ale - English 3.950000
## 1302.1 Lager - India Pale Lager (IPL) 4.136364
## 2242 Red Ale - Imperial 4.212276
## 2272 Red Ale - Irish 3.647482
## 2788 Strong Ale - Belgian Dark 3.892183
## 497 Brown Ale - English 3.764368
## 824.1 IPA - American 4.157895
## 2126 Porter - Smoked 4.200000
## 814.1 IPA - American 4.040865
## 141 Bitter - English 3.846154
## 420 Brett Beer 4.110638
## 2532.1 Stout - American 3.947658
## 487 Brown Ale - English 3.776000
## 276 Bock - Doppelbock 3.760870
## 1436 Lager - Munich Dunkel 3.675532
## 304 Bock - Maibock 3.892122
## 239 Blonde Ale - Belgian 3.875000
## 968 Kvass 3.466667
## 415 Braggot 3.750000
## 2840 Strong Ale - Belgian Pale 4.261905
## 175 Bitter - English 3.907895
## 2619 Stout - Irish Dry 4.250840
## 2084 Porter - Imperial 4.192533
## 984.1 Kvass 3.250000
## 1622 Lambic - Fruit 3.820144
## 2013 Porter - American 3.975000
## 2046 Porter - English 4.098690
## 523 California Common / Steam Beer 3.750000
## 179.1 Bière de Champagne / Bière Brut 4.111111
## 472 Brown Ale - Belgian Dark 3.666667
## 2490 Stout - American Imperial 4.377070
## 2177 Quadrupel (Quad) 4.166370
## 1676 Lambic - Traditional 4.625000
## 184 Bière de Champagne / Bière Brut 4.250000
## 1480.1 Lager - Märzen / Oktoberfest 3.692857
## 733 Fruit and Field Beer 3.013514
## 793 Herb and Spice Beer 3.625000
## 2258 Red Ale - Imperial 4.166667
## 586 Dubbel 4.105202
## 3132 Wheat Beer - Witbier 3.648551
## 1156 Lager - European Dark 3.470588
## 1764 Old Ale 3.964315
## 2109 Porter - Robust 4.043860
## 258 Bock - Doppelbock 3.735782
## 2844 Strong Ale - Belgian Pale 3.924603
## 2633 Stout - Irish Dry 4.002732
## 1725 Mild Ale - English Dark 3.950000
## 3139 Wild Ale 4.307692
## 480 Brown Ale - English 3.742888
## 2948 Wheat Beer - American Pale 3.519776
## 2717 Stout - Russian Imperial 4.207087
## 1870 Pale Ale - English 3.214559
## 1561.1 Lager - Vienna 3.808333
## 531 California Common / Steam Beer 3.400000
## 1038.1 Lager - Adjunct 2.789157
## 2402 Scottish Ale 3.880000
## 1289 Lager - Helles 3.888000
## 3177.1 Winter Warmer 3.885057
## 1925.1 Pilsner - German 3.891841
## 1692 Low Alcohol Beer 3.031250
## 2141 Porter - Smoked 3.750000
## 2081 Porter - English 4.053571
## 1054 Lager - Adjunct 2.646947
## 1836 Pale Ale - Belgian 3.538462
## 2139 Porter - Smoked 4.000000
## 2677 Stout - Oatmeal 3.975352
## 2006 Porter - American 4.166667
## 2031.1 Porter - Baltic 4.104167
## 2112 Porter - Robust 3.907407
## 3081 Wheat Beer - Kristallweizen 3.500000
## 775 Happoshu 3.000000
## 2100.1 Porter - Imperial 3.946309
## 2249.1 Red Ale - Imperial 4.026316
## 1802 Pale Ale - American 4.123444
## 586.1 Dubbel 4.105202
## 507 Brown Ale - English 3.576613
## 8 Altbier 3.735955
## 971 Kvass 3.250000
## 664 Farmhouse Ale - Sahti 3.500000
## 2670.1 Stout - Oatmeal 4.297222
## 825.1 IPA - American 4.020320
## 1256 Lager - European Strong 3.333333
## 943 IPA - Imperial 4.216578
## 377 Bock - Weizenbock 3.951327
## 1346 Lager - Light 2.401961
## 3087 Wheat Beer - Wheatwine 3.664265
## 1895 Pilsner - Bohemian / Czech 3.709945
## 914 IPA - English 3.507042
## 1374 Lager - Light 2.262821
## 6.1 Altbier 4.007937
## 2968 Wheat Beer - American Pale 3.533333
## 429 Brown Ale - American 3.817762
## 1652 Lambic - Gueuze 4.142857
## 2228 Red Ale - American Amber / Red 4.027523
## 2510.1 Stout - American Imperial 4.373083
## 450 Brown Ale - Belgian Dark 3.971429
## 315 Bock - Maibock 3.505435
## 1647.1 Lambic - Gueuze 3.824324
## 1263 Lager - European Strong 3.136364
## 2436.1 Sour - Berliner Weisse 3.954545
## 865 IPA - Black / Cascadian Dark Ale 4.024462
## 3017 Wheat Beer - Hefeweizen 4.085733
## 155 Bitter - English 3.641791
## 2695 Stout - Russian Imperial 4.375000
## 3053.2 Wheat Beer - Hefeweizen 4.054348
## 2565 Stout - English 4.200000
## 2478 Sour - Flanders Red Ale 3.957627
## 2472 Sour - Flanders Red Ale 3.855615
## 1848 Pale Ale - Belgian 4.085938
## 1371 Lager - Light 2.604938
## 2926.1 Tripel 3.940000
## 1622.1 Lambic - Fruit 3.820144
## 790 Herb and Spice Beer 3.898148
## 517 California Common / Steam Beer 4.000000
## 1553 Lager - Vienna 3.157303
## 3158 Winter Warmer 3.906911
## 3035 Wheat Beer - Hefeweizen 4.156958
## 583.1 Cream Ale 3.950000
## 792 Herb and Spice Beer 3.875000
## 1674 Lambic - Traditional 3.000000
## 3133 Wheat Beer - Witbier 3.800781
## 2482 Sour - Flanders Red Ale 3.300000
## 2148.1 Pumpkin Beer 3.891588
## 730 Fruit and Field Beer 3.556962
## 2132 Porter - Smoked 4.350000
## 3042.1 Wheat Beer - Hefeweizen 3.615789
## 1280 Lager - Helles 3.848291
## 1011 Kölsch 3.732877
## 2493 Stout - American Imperial 4.593484
## 2462 Sour - Flanders Oud Bruin 4.000000
## 1510 Lager - Rauchbier 3.666667
## 945 IPA - Imperial 4.482787
## 2420 Smoked Beer 3.821429
## 969 Kvass 3.350000
## 3070.1 Wheat Beer - Kristallweizen 3.562500
## 2267 Red Ale - Irish 3.941327
## 586.2 Dubbel 4.105202
## 857 IPA - Belgian 3.852381
## 22 Altbier 3.970588
## 1236 Lager - European Strong 3.867089
## 3010 Wheat Beer - Dunkelweizen 4.041667
## 1252 Lager - European Strong 3.500000
## 1043 Lager - Adjunct 2.319444
## 1368 Lager - Light 2.379147
## 1253 Lager - European Strong 3.500000
## 87 Barleywine - English 3.936441
## 449 Brown Ale - American 3.940594
## 142 Bitter - English 3.551724
## 2489 Sour - Gose 3.651815
## 1208 Lager - European Pale 3.453125
## 588 Dubbel 4.181774
## 1901 Pilsner - Bohemian / Czech 3.693182
## 862 IPA - Belgian 3.853535
## 1034 Lager - Adjunct 3.451923
## 2048 Porter - English 4.125523
## 1626 Lambic - Fruit 3.743243
## 1804.1 Pale Ale - American 3.881368
## 1777 Old Ale 3.750000
## 3169.1 Winter Warmer 3.948087
## 563.1 Cream Ale 3.082569
## 1065 Lager - American Amber / Red 3.141871
## 2994 Wheat Beer - Dunkelweizen 3.766234
## 2348 Scotch Ale / Wee Heavy 3.765928
## 1271 Lager - Helles 3.629353
## 2892 Tripel 4.193919
## 2995.1 Wheat Beer - Dunkelweizen 3.437500
## 1776.1 Old Ale 3.612211
## 2628 Stout - Irish Dry 4.125683
## 2321 Rye Beer 3.761667
## 266 Bock - Doppelbock 3.461957
## 1565.1 Lager - Vienna 3.250000
## 1012.1 Kölsch 4.083333
## 914.1 IPA - English 3.507042
## 1339 Lager - Kellerbier / Zwickelbier 3.891304
## 818 IPA - American 4.203457
## 25 Altbier 3.788462
## 1675 Lambic - Traditional 4.250000
## 2643.1 Stout - Irish Dry 3.889831
## 2666 Stout - Oatmeal 3.926916
## 2365 Scotch Ale / Wee Heavy 3.818182
## 835 IPA - American 3.823045
## 3012.1 Wheat Beer - Dunkelweizen 3.458333
## 363 Bock - Traditional 3.833333
## 1822 Pale Ale - Belgian 4.364513
## 2969 Wheat Beer - American Pale 3.402326
## 1429 Lager - Munich Dunkel 3.590909
## 248 Blonde Ale - Belgian 3.352941
## 2192 Quadrupel (Quad) 3.883392
## 2794 Strong Ale - Belgian Dark 4.272727
## 1349 Lager - Light 1.843985
## 1726.1 Mild Ale - English Dark 3.500000
## 1884.1 Pale Ale - English 3.693676
## 1319 Lager - Japanese Rice 2.423077
## 112 Bitter - English Extra Special / Strong Bitter (ESB) 4.193966
## 2419 Smoked Beer 3.937500
## 2176.1 Quadrupel (Quad) 4.344931
## 2685 Stout - Oatmeal 4.125000
## 305 Bock - Maibock 3.598592
## 3119 Wheat Beer - Witbier 3.996063
## 1016 Kölsch 3.673077
## 616 Dubbel 3.750000
## 1877 Pale Ale - English 3.726804
## 93.1 Barleywine - English 3.868966
## 2069 Porter - English 3.858779
## 436 Brown Ale - American 3.782958
## 2227 Red Ale - American Amber / Red 4.062857
## 2764 Strong Ale - American 4.170530
## 247 Blonde Ale - Belgian 3.500000
## 1141 Lager - European / Dortmunder Export 3.500000
## 2291 Red Ale - Irish 3.791667
## 1406 Lager - Malt Liquor 2.984375
## 2856 Strong Ale - Belgian Pale 3.927632
## 1813 Pale Ale - American 3.748596
## 803 IPA - American 4.170527
## 1920 Pilsner - Bohemian / Czech 3.976190
## 296 Bock - Eisbock 3.770833
## 2008 Porter - American 4.020270
## 2735 Stout - Sweet / Milk 3.907051
## 1646 Lambic - Gueuze 4.030822
## 2051 Porter - English 3.891304
## 2296 Red Ale - Irish 3.531250
## 3169.2 Winter Warmer 3.948087
## 1713.1 Low Alcohol Beer 4.000000
## 2262 Red Ale - Irish 3.851661
## 766 Happoshu 3.000000
## 1408.1 Lager - Malt Liquor 2.221154
## 1622.2 Lambic - Fruit 3.820144
## 1105 Lager - American 3.767296
## 727 Fruit and Field Beer 3.750000
## 22.1 Altbier 3.970588
## 1853.1 Pale Ale - Belgian 3.783654
## 1056 Lager - Adjunct 2.807692
## 2379.1 Scottish Ale 3.666667
## 3036 Wheat Beer - Hefeweizen 3.753333
## 2369 Scotch Ale / Wee Heavy 4.125000
## 3023 Wheat Beer - Hefeweizen 4.106838
## 1269 Lager - Helles 4.016667
## 1075 Lager - American Amber / Red 3.609195
## 2979 Wheat Beer - Dunkelweizen 4.211316
## 2888 Strong Ale - English 3.652174
## 941 IPA - Imperial 4.187228
## 335.2 Bock - Maibock 3.870370
## 2480 Sour - Flanders Red Ale 4.102679
## 158.1 Bitter - English 3.785714
## 2085 Porter - Imperial 3.965517
## 2278 Red Ale - Irish 3.743902
## 2917.1 Tripel 4.055066
## 625 Dubbel 3.583333
## 2923 Tripel 4.135747
## 1209 Lager - European Pale 3.329268
## 1529 Lager - Schwarzbier 3.900000
## 647 Farmhouse Ale - Bière de Garde 3.966667
## 645 Farmhouse Ale - Bière de Garde 4.170103
## 2502 Stout - American Imperial 4.452916
## 506 Brown Ale - English 3.917763
## 1886 Pale Ale - English 4.062500
## 1650 Lambic - Gueuze 3.747126
## 1274 Lager - Helles 3.790102
## 2647 Stout - Irish Dry 4.068966
## 119 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 1586.2 Lambic - Faro 3.940000
## 1113 Lager - American 3.051724
## 1267 Lager - Helles 3.755155
## 1545 Lager - Schwarzbier 3.606061
## 1715 Low Alcohol Beer 2.150000
## 1271.1 Lager - Helles 3.629353
## 3141.1 Wild Ale 4.053299
## 1264.1 Lager - European Strong 3.166667
## 695.1 Farmhouse Ale - Saison 4.176960
## 80.1 Barleywine - English 3.777476
## 2007 Porter - American 3.749053
## 1314.1 Lager - Japanese Rice 3.196429
## 2944.1 Wheat Beer - American Dark 3.750000
## 1177 Lager - European Dark 3.818182
## 776 Happoshu 3.000000
## 1056.1 Lager - Adjunct 2.807692
## 489.1 Brown Ale - English 3.765351
## 456 Brown Ale - Belgian Dark 3.968085
## 2499 Stout - American Imperial 4.111853
## 2208 Quadrupel (Quad) 4.000000
## 1948 Pilsner - German 3.669767
## 1027.1 Lager - Adjunct 2.934075
## 1971.1 Pilsner - Imperial 4.044643
## 1263.1 Lager - European Strong 3.136364
## 97.2 Barleywine - English 3.949612
## 1132.1 Lager - European / Dortmunder Export 3.641509
## 1813.1 Pale Ale - American 3.748596
## 2404 Scottish Ale 3.911765
## 856 IPA - Belgian 4.132075
## 186 Blonde Ale - American 3.824121
## 2301 Rye Beer - Roggenbier 3.681818
## 2087.1 Porter - Imperial 4.250000
## 2849.1 Strong Ale - Belgian Pale 3.859259
## 3169.3 Winter Warmer 3.948087
## 1864 Pale Ale - English 3.803398
## 2562 Stout - English 4.250000
## 1293.1 Lager - Helles 3.423077
## 2270.1 Red Ale - Irish 3.857143
## 2049 Porter - English 3.979681
## 3120 Wheat Beer - Witbier 3.966667
## 2096 Porter - Imperial 4.485294
## 1736 Mild Ale - English Dark 3.636364
## 282 Bock - Doppelbock 3.500000
## 1072 Lager - American Amber / Red 3.728395
## 3001 Wheat Beer - Dunkelweizen 3.974359
## 2645 Stout - Irish Dry 3.937500
## 45 Barleywine - American 4.143208
## 1221 Lager - European Pale 3.278571
## 2123 Porter - Smoked 3.933333
## 2616.1 Stout - Foreign / Export 3.660000
## 1808.1 Pale Ale - American 4.046460
## 1824 Pale Ale - Belgian 4.078385
## 1725.1 Mild Ale - English Dark 3.950000
## 2015 Porter - American 4.062500
## 219 Blonde Ale - Belgian 4.218056
## 1939 Pilsner - German 3.946377
## 614 Dubbel 3.910864
## 2352 Scotch Ale / Wee Heavy 3.769444
## 887.1 IPA - Black / Cascadian Dark Ale 4.055556
## 804.1 IPA - American 4.225167
## 1939.1 Pilsner - German 3.946377
## 2636 Stout - Irish Dry 3.785714
## 276.1 Bock - Doppelbock 3.760870
## 2165.1 Pumpkin Beer 3.806818
## 1107 Lager - American 3.250000
## 1630.1 Lambic - Fruit 3.468750
## 1669 Lambic - Traditional 3.909091
## 1561.2 Lager - Vienna 3.808333
## 958 IPA - Imperial 4.083333
## 2795 Strong Ale - Belgian Dark 4.134422
## 1479 Lager - Märzen / Oktoberfest 3.574074
## 2388 Scottish Ale 3.878261
## 894 IPA - English 3.848730
## 192 Blonde Ale - American 3.454545
## 2457 Sour - Flanders Oud Bruin 3.846154
## 1694.2 Low Alcohol Beer 3.738095
## 2503 Stout - American Imperial 3.843956
## 2159 Pumpkin Beer 3.710938
## 788 Herb and Spice Beer 3.645299
## 2639 Stout - Irish Dry 4.015000
## 1904 Pilsner - Bohemian / Czech 3.685000
## 579 Cream Ale 2.814516
## 1901.1 Pilsner - Bohemian / Czech 3.693182
## 2155 Pumpkin Beer 4.000000
## 2152 Pumpkin Beer 3.771667
## 499.1 Brown Ale - English 3.500000
## 3006 Wheat Beer - Dunkelweizen 3.607143
## 3035.1 Wheat Beer - Hefeweizen 4.156958
## 1611 Lambic - Fruit 3.905512
## 1397 Lager - Malt Liquor 3.047170
## 2124.1 Porter - Smoked 4.106061
## 1717.1 Mild Ale - English Dark 3.537500
## 1294 Lager - Helles 3.875000
## 3047 Wheat Beer - Hefeweizen 3.604265
## 1988 Porter - American 3.990608
## 470.1 Brown Ale - Belgian Dark 3.800000
## 2451 Sour - Flanders Oud Bruin 3.875000
## 292 Bock - Eisbock 3.776316
## 767 Happoshu 3.500000
## 1022 Lager - Adjunct 2.646067
## 1937 Pilsner - German 3.897799
## 881 IPA - Black / Cascadian Dark Ale 4.000000
## 375 Bock - Weizenbock 3.977064
## 2222 Red Ale - American Amber / Red 4.000000
## 1133.1 Lager - European / Dortmunder Export 3.465909
## 1094 Lager - American Amber / Red 3.603175
## 2754 Strong Ale - American 4.049898
## 1596 Lambic - Fruit 4.109431
## 998 Kölsch 4.111111
## 2981.1 Wheat Beer - Dunkelweizen 3.942436
## 2447 Sour - Flanders Oud Bruin 3.850000
## 2753 Strong Ale - American 4.000000
## 1926.1 Pilsner - German 2.889163
## 1406.1 Lager - Malt Liquor 2.984375
## 1291.2 Lager - Helles 3.519737
## 2545 Stout - American 4.259259
## 266.1 Bock - Doppelbock 3.461957
## 3059 Wheat Beer - Kristallweizen 3.001111
## 2223 Red Ale - American Amber / Red 3.923507
## 2110 Porter - Robust 4.010870
## 3 Altbier 3.667109
## 1257 Lager - European Strong 3.742424
## 1444 Lager - Munich Dunkel 3.868056
## 365 Bock - Traditional 3.935484
## 1420 Lager - Munich Dunkel 3.369205
## 754.1 Happoshu 3.242424
## 805 IPA - American 3.995882
## 113 Bitter - English Extra Special / Strong Bitter (ESB) 3.888664
## 2181 Quadrupel (Quad) 4.087896
## 2979.1 Wheat Beer - Dunkelweizen 4.211316
## 375.1 Bock - Weizenbock 3.977064
## 2575 Stout - English 4.375000
## 1626.1 Lambic - Fruit 3.743243
## 848.1 IPA - Belgian 4.098361
## 2459 Sour - Flanders Oud Bruin 3.825000
## 1763 Old Ale 3.947368
## 948 IPA - Imperial 4.123867
## 1441 Lager - Munich Dunkel 3.886364
## 2893.2 Tripel 3.677961
## 2369.1 Scotch Ale / Wee Heavy 4.125000
## 1061 Lager - Adjunct 3.050000
## 975.1 Kvass 3.071429
## 977 Kvass 3.083333
## 1792 Old Ale 3.880000
## 2575.1 Stout - English 4.375000
## 2883 Strong Ale - English 3.714286
## 2754.1 Strong Ale - American 4.049898
## 42 Barleywine - American 4.318956
## 2175 Quadrupel (Quad) 4.362201
## 2996 Wheat Beer - Dunkelweizen 3.703704
## 2113 Porter - Robust 3.914634
## 786 Herb and Spice Beer 3.479839
## 1552.1 Lager - Vienna 3.439252
## 2378 Scottish Ale 3.811203
## 1063 Lager - American Amber / Red 3.688503
## 1739 Mild Ale - English Dark 3.714286
## 2479 Sour - Flanders Red Ale 4.000000
## 2890.1 Strong Ale - English 3.750000
## 1393 Lager - Malt Liquor 2.820513
## 865.1 IPA - Black / Cascadian Dark Ale 4.024462
## 137.1 Bitter - English 3.768966
## 2059 Porter - English 3.735294
## 2547.2 Stout - American 3.960000
## 1244.1 Lager - European Strong 2.818182
## 1187.1 Lager - European Pale 2.806373
## 1907 Pilsner - Bohemian / Czech 4.190840
## 3041 Wheat Beer - Hefeweizen 3.868421
## 1590 Lambic - Faro 3.625000
## 816 IPA - American 3.903846
## 764.1 Happoshu 3.333333
## 1964 Pilsner - Imperial 4.123209
## 1394.1 Lager - Malt Liquor 2.723404
## 1719 Mild Ale - English Dark 3.621622
## 2326 Rye Beer 3.959677
## 530 California Common / Steam Beer 3.500000
## 2354 Scotch Ale / Wee Heavy 3.910646
## 1221.1 Lager - European Pale 3.278571
## 1498 Lager - Rauchbier 3.821429
## 3090 Wheat Beer - Wheatwine 3.887097
## 1804.2 Pale Ale - American 3.881368
## 2671 Stout - Oatmeal 4.402778
## 616.1 Dubbel 3.750000
## 1116.1 Lager - American 3.405063
## 1624 Lambic - Fruit 3.778689
## 77 Barleywine - American 4.116071
## 592 Dubbel 4.415842
## 397.1 Bock - Weizenbock 3.333333
## 4 Altbier 4.033967
## 1438 Lager - Munich Dunkel 3.875000
## 349 Bock - Traditional 3.801075
## 662.2 Farmhouse Ale - Sahti 3.000000
## 1902 Pilsner - Bohemian / Czech 3.365546
## 2765 Strong Ale - American 3.740741
## 77.1 Barleywine - American 4.116071
## 2651 Stout - Irish Dry 3.800000
## 2434 Sour - Berliner Weisse 3.951970
## 913 IPA - English 3.684615
## 252 Bock - Doppelbock 3.904255
## 612 Dubbel 3.945455
## 2593 Stout - Foreign / Export 4.113139
## 3166 Winter Warmer 3.670695
## 2264.1 Red Ale - Irish 3.795322
## 2876 Strong Ale - English 3.750000
## 1542 Lager - Schwarzbier 3.868421
## 2993 Wheat Beer - Dunkelweizen 3.652778
## 634.1 Farmhouse Ale - Bière de Garde 3.969349
## 1563 Lager - Vienna 3.387097
## 2558 Stout - English 3.953608
## 1301.2 Lager - Helles 2.980000
## 2564 Stout - English 4.250000
## 2696 Stout - Russian Imperial 4.407517
## 119.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.641892
## 3196 Winter Warmer 3.885057
## 942.1 IPA - Imperial 4.153409
## 3112.1 Wheat Beer - Witbier 3.625000
## 1357 Lager - Light 2.588889
## 94 Barleywine - English 3.980769
## 2922 Tripel 4.219072
## 3087.1 Wheat Beer - Wheatwine 3.664265
## 3190 Winter Warmer 4.062500
## 778 Herb and Spice Beer 3.736948
## 2840.1 Strong Ale - Belgian Pale 4.261905
## 1438.1 Lager - Munich Dunkel 3.875000
## 1232 Lager - European Strong 3.728916
## 1775 Old Ale 3.729798
## 2916 Tripel 3.847222
## 1863 Pale Ale - English 3.794915
## 3088 Wheat Beer - Wheatwine 3.920000
## 1536 Lager - Schwarzbier 3.940299
## 864.2 IPA - Belgian 4.083333
## 3014 Wheat Beer - Dunkelweizen 2.983333
## 2184 Quadrupel (Quad) 4.225055
## 2799 Strong Ale - Belgian Dark 4.003289
## 875 IPA - Black / Cascadian Dark Ale 4.038194
## 468 Brown Ale - Belgian Dark 4.086957
## 1407 Lager - Malt Liquor 2.576923
## 1252.1 Lager - European Strong 3.500000
## 2681 Stout - Oatmeal 3.847423
## 1745 Mild Ale - English Pale 3.314815
## 415.1 Braggot 3.750000
## 2272.1 Red Ale - Irish 3.647482
## 1723 Mild Ale - English Dark 3.611842
## 1022.1 Lager - Adjunct 2.646067
## 2713.1 Stout - Russian Imperial 4.245798
## 742 Gruit / Ancient Herbed Ale 3.902439
## 1412 Lager - Malt Liquor 2.163265
## 2609 Stout - Foreign / Export 4.222222
## 1789 Old Ale 3.798611
## 267.1 Bock - Doppelbock 3.752809
## 2179 Quadrupel (Quad) 4.126728
## 299 Bock - Eisbock 3.750000
## 2745 Strong Ale - American 3.955142
## 2623 Stout - Irish Dry 4.275578
## 2831 Strong Ale - Belgian Pale 4.013274
## 72 Barleywine - American 3.986301
## 1840 Pale Ale - Belgian 3.755556
## 3129.1 Wheat Beer - Witbier 3.604651
## 265 Bock - Doppelbock 3.921958
## 52 Barleywine - American 3.912069
## 2681.1 Stout - Oatmeal 3.847423
## 1206.1 Lager - European Pale 3.086331
## 2105.1 Porter - Robust 2.500000
## 2001 Porter - American 4.061772
## 6.2 Altbier 4.007937
## 2509 Stout - American Imperial 4.125000
## 3181 Winter Warmer 4.023810
## 2685.1 Stout - Oatmeal 4.125000
## 1124 Lager - European / Dortmunder Export 3.520000
## 2727 Stout - Sweet / Milk 3.804399
## 51 Barleywine - American 4.086667
## 816.1 IPA - American 3.903846
## 175.1 Bitter - English 3.907895
## 897 IPA - English 3.932566
## 1148 Lager - European / Dortmunder Export 3.481481
## 164.1 Bitter - English 3.829545
## 862.1 IPA - Belgian 3.853535
## 236.1 Blonde Ale - Belgian 3.710526
## 3066 Wheat Beer - Kristallweizen 3.705882
## 2533 Stout - American 3.688732
## 2890.2 Strong Ale - English 3.750000
## 2346 Scotch Ale / Wee Heavy 4.081374
## 2280 Red Ale - Irish 3.884615
## 1222 Lager - European Pale 2.993333
## 2395.1 Scottish Ale 4.100000
## 4.1 Altbier 4.033967
## 141.1 Bitter - English 3.846154
## 2744 Strong Ale - American 3.970039
## 1639 Lambic - Gueuze 4.019126
## 1269.1 Lager - Helles 4.016667
## 2932 Wheat Beer - American Dark 3.916667
## 1910 Pilsner - Bohemian / Czech 3.333333
## 1553.1 Lager - Vienna 3.157303
## 841 IPA - Belgian 4.364039
## 432 Brown Ale - American 3.900000
## 1279 Lager - Helles 3.583333
## 1362 Lager - Light 2.240566
## 2705.3 Stout - Russian Imperial 3.500000
## 258.1 Bock - Doppelbock 3.735782
## 2468 Sour - Flanders Red Ale 3.981203
## 1885 Pale Ale - English 3.543182
## 862.2 IPA - Belgian 3.853535
## 2 Altbier 3.846154
## 642 Farmhouse Ale - Bière de Garde 3.595238
## 281 Bock - Doppelbock 3.848684
## 1989 Porter - American 3.968045
## 341.1 Bock - Traditional 3.767751
## 3016 Wheat Beer - Hefeweizen 4.380363
## 368 Bock - Traditional 3.404762
## 880.1 IPA - Black / Cascadian Dark Ale 3.735294
## 518 California Common / Steam Beer 3.720149
## 2447.1 Sour - Flanders Oud Bruin 3.850000
## 2401 Scottish Ale 3.875000
## 765 Happoshu 4.000000
## 733.1 Fruit and Field Beer 3.013514
## 1372.1 Lager - Light 2.921569
## 1 Altbier 3.636821
## 2043 Porter - Baltic 3.857143
## 1311 Lager - Japanese Rice 2.523810
## 2398.1 Scottish Ale 4.000000
## 1321 Lager - Japanese Rice 3.000000
## 546 Chile Beer 4.000000
## 1519 Lager - Schwarzbier 3.659353
## 800.1 Herb and Spice Beer 3.663636
## 926 IPA - Imperial 4.388603
## 2123.1 Porter - Smoked 3.933333
## 672 Farmhouse Ale - Saison 4.146505
## 2864 Strong Ale - English 4.015789
## 2269 Red Ale - Irish 3.830357
## 1300 Lager - Helles 3.401042
## 2573 Stout - English 3.928571
## 1035 Lager - Adjunct 2.490937
## 366 Bock - Traditional 3.916667
## 180 Bière de Champagne / Bière Brut 4.076471
## 727.1 Fruit and Field Beer 3.750000
## 2017.1 Porter - Baltic 4.255128
## 2400.1 Scottish Ale 3.600000
## 1057 Lager - Adjunct 2.812883
## 471 Brown Ale - Belgian Dark 4.000000
## 2618 Stout - Irish Dry 4.108518
## 1238 Lager - European Strong 2.583333
## 3001.1 Wheat Beer - Dunkelweizen 3.974359
## 2977 Wheat Beer - American Pale 3.458333
## 3048 Wheat Beer - Hefeweizen 3.946429
## 174 Bitter - English 3.662791
## 3116.1 Wheat Beer - Witbier 2.750000
## 2136 Porter - Smoked 3.964286
## 1606 Lambic - Fruit 4.120253
## 3050 Wheat Beer - Hefeweizen 3.531100
## 1927 Pilsner - German 3.704861
## 1539.1 Lager - Schwarzbier 3.708333
## 1375 Lager - Light 2.245283
## 3109.1 Wheat Beer - Witbier 3.786976
## 2279 Red Ale - Irish 3.621849
## 1740.1 Mild Ale - English Dark 3.888889
## 824.2 IPA - American 4.157895
## 1871 Pale Ale - English 4.059659
## 2731 Stout - Sweet / Milk 3.821839
## 2466 Sour - Flanders Red Ale 3.535714
## 2711.1 Stout - Russian Imperial 3.719649
## 791 Herb and Spice Beer 3.730088
## 528 California Common / Steam Beer 3.666667
## 524 California Common / Steam Beer 3.812500
## 605 Dubbel 4.004167
## 776.1 Happoshu 3.000000
## 1171.1 Lager - European Dark 3.916667
## 2055.1 Porter - English 4.050000
## 3158.1 Winter Warmer 3.906911
## 1675.1 Lambic - Traditional 4.250000
## 662.3 Farmhouse Ale - Sahti 3.000000
## 1566 Lager - Vienna 3.500000
## 590 Dubbel 4.170690
## 2424 Smoked Beer 3.958333
## 2132.1 Porter - Smoked 4.350000
## 1519.1 Lager - Schwarzbier 3.659353
## 1225 Lager - European Pale 2.976190
## 630 Farmhouse Ale - Bière de Garde 3.900000
## 1641 Lambic - Gueuze 4.176407
## 1335 Lager - Kellerbier / Zwickelbier 3.495283
## 68 Barleywine - American 4.071429
## 1632 Lambic - Fruit 3.767442
## 2965 Wheat Beer - American Pale 3.527500
## 2864.1 Strong Ale - English 4.015789
## 1614 Lambic - Fruit 3.936747
## 2716.1 Stout - Russian Imperial 4.253676
## 2765.1 Strong Ale - American 3.740741
## 105 Bitter - English Extra Special / Strong Bitter (ESB) 3.813594
## 2418 Smoked Beer 3.200000
## 533 California Common / Steam Beer 4.166667
## 2656.1 Stout - Irish Dry 3.956522
## 97.3 Barleywine - English 3.949612
## 2154 Pumpkin Beer 3.718085
## 2565.1 Stout - English 4.200000
## 2708 Stout - Russian Imperial 4.376381
## 3017.1 Wheat Beer - Hefeweizen 4.085733
## 1918 Pilsner - Bohemian / Czech 3.619403
## 950 IPA - Imperial 4.145706
## 1689 Low Alcohol Beer 2.500000
## 1372.2 Lager - Light 2.921569
## 411 Braggot 3.815789
## 848.2 IPA - Belgian 4.098361
## 1001 Kölsch 3.896552
## 483 Brown Ale - English 3.699430
## 1513 Lager - Rauchbier 3.750000
## 2011 Porter - American 3.487179
## 871.1 IPA - Black / Cascadian Dark Ale 3.965863
## 654.1 Farmhouse Ale - Bière de Garde 3.916667
## 2150.2 Pumpkin Beer 3.717274
## 437 Brown Ale - American 3.966667
## 1724 Mild Ale - English Dark 3.950000
## 1613.1 Lambic - Fruit 4.060606
## 259 Bock - Doppelbock 4.236842
## 3013 Wheat Beer - Dunkelweizen 3.818182
## 816.2 IPA - American 3.903846
## 754.2 Happoshu 3.242424
## 2489.1 Sour - Gose 3.651815
## 746 Gruit / Ancient Herbed Ale 3.812500
## 461 Brown Ale - Belgian Dark 3.750000
## 1643 Lambic - Gueuze 3.858974
## 1074 Lager - American Amber / Red 3.832370
## 1394.2 Lager - Malt Liquor 2.723404
## 2349 Scotch Ale / Wee Heavy 4.146667
## 2614 Stout - Foreign / Export 3.642857
## 2882.2 Strong Ale - English 3.794643
## 1048 Lager - Adjunct 3.060606
## 1156.1 Lager - European Dark 3.470588
## 1538 Lager - Schwarzbier 3.785714
## 2767 Strong Ale - American 3.793427
## 528.1 California Common / Steam Beer 3.666667
## 901 IPA - English 3.857143
## 1152.1 Lager - European / Dortmunder Export 4.166667
## 568 Cream Ale 4.000000
## 2964 Wheat Beer - American Pale 4.500000
## 1228 Lager - European Strong 3.120640
## 1334 Lager - Kellerbier / Zwickelbier 3.833333
## 1252.2 Lager - European Strong 3.500000
## 2828 Strong Ale - Belgian Pale 3.970917
## 913.1 IPA - English 3.684615
## 1833 Pale Ale - Belgian 3.738095
## 723 Fruit and Field Beer 3.748276
## 1858 Pale Ale - English 3.802567
## 2548.1 Stout - American 3.702381
## 2320 Rye Beer 3.799679
## 2207 Quadrupel (Quad) 3.787234
## 376 Bock - Weizenbock 3.794248
## 1613.2 Lambic - Fruit 4.060606
## 133.1 Bitter - English Extra Special / Strong Bitter (ESB) 3.919192
## 2953 Wheat Beer - American Pale 3.691332
## 1591 Lambic - Faro 3.000000
## 3136 Wild Ale 4.091232
## 3159 Winter Warmer 3.934971
## 442 Brown Ale - American 3.691824
## 1488 Lager - Märzen / Oktoberfest 3.522727
## 2413 Smoked Beer 4.275000
## 2373 Scottish Ale 4.000000
## 1465 Lager - Märzen / Oktoberfest 3.611801
## 2467 Sour - Flanders Red Ale 4.024465
## 1278 Lager - Helles 3.620000
## 2800 Strong Ale - Belgian Dark 4.073795
## 3141.2 Wild Ale 4.053299
## 2200.1 Quadrupel (Quad) 4.123077
## 1886.1 Pale Ale - English 4.062500
## 1079 Lager - American Amber / Red 3.779070
## 1033.1 Lager - Adjunct 2.136364
## 19 Altbier 4.000000
## 2816.1 Strong Ale - Belgian Dark 4.082500
## 1844 Pale Ale - Belgian 3.725000
## 264 Bock - Doppelbock 3.664384
## 1302.2 Lager - India Pale Lager (IPL) 4.136364
## 2513.1 Stout - American Imperial 4.351667
## 1219.2 Lager - European Pale 3.237288
## 696 Farmhouse Ale - Saison 4.000000
## 1079.1 Lager - American Amber / Red 3.779070
## 3188.2 Winter Warmer 4.171123
## 1294.1 Lager - Helles 3.875000
## 1983 Porter - American 3.604423
## 129 Bitter - English Extra Special / Strong Bitter (ESB) 4.028455
## 2042 Porter - Baltic 4.136364
## 1987 Porter - American 4.303371
## 221.1 Blonde Ale - Belgian 3.843643
## 3051 Wheat Beer - Hefeweizen 3.701852
## 1965 Pilsner - Imperial 4.095975
## 352 Bock - Traditional 3.693548
## 273 Bock - Doppelbock 3.760417
## 688 Farmhouse Ale - Saison 3.949541
## 1656 Lambic - Gueuze 4.095238
## 1284 Lager - Helles 3.307692
## 2304 Rye Beer - Roggenbier 4.666667
## 1195.1 Lager - European Pale 2.919003
## 2075 Porter - English 4.000000
## 2700 Stout - Russian Imperial 4.144201
## 1320 Lager - Japanese Rice 2.812500
## 760 Happoshu 3.500000
## 343 Bock - Traditional 3.833333
## 2891 Strong Ale - English 3.757576
## 1097.1 Lager - American 3.074553
## 3194 Winter Warmer 3.750000
## 1346.1 Lager - Light 2.401961
## 2197 Quadrupel (Quad) 3.731076
## 2094 Porter - Imperial 4.184211
## 2513.2 Stout - American Imperial 4.351667
## 1762 Mild Ale - English Pale 3.700000
## 2599 Stout - Foreign / Export 4.090909
## 1680 Lambic - Traditional 3.666667
## 2484 Sour - Flanders Red Ale 4.054054
## 1926.2 Pilsner - German 2.889163
## 2806.1 Strong Ale - Belgian Dark 4.085366
## 777 Herb and Spice Beer 3.700977
## 2332 Rye Beer 3.522727
## 2691.2 Stout - Oatmeal 3.995192
## 1042 Lager - Adjunct 2.750000
## 1609.1 Lambic - Fruit 4.293173
## 2793 Strong Ale - Belgian Dark 4.021205
## 1260 Lager - European Strong 3.160714
## 2777 Strong Ale - Belgian Dark 4.237988
## 1594 Lambic - Fruit 4.095238
## 1965.1 Pilsner - Imperial 4.095975
## 2150.3 Pumpkin Beer 3.717274
## 63 Barleywine - American 3.967290
## 1558 Lager - Vienna 3.574561
## 2018.1 Porter - Baltic 4.015464
## 223.1 Blonde Ale - Belgian 3.926540
## 1220 Lager - European Pale 2.900000
## 1980 Pilsner - Imperial 3.500000
## 1841 Pale Ale - Belgian 3.481928
## 893 IPA - English 4.096491
## 1702 Low Alcohol Beer 3.400000
## 1023.2 Lager - Adjunct 2.757862
## 2678 Stout - Oatmeal 4.258065
## 2535 Stout - American 4.047170
## 2650 Stout - Irish Dry 3.738806
## 3033.1 Wheat Beer - Hefeweizen 3.441667
## 2724 Stout - Russian Imperial 4.324228
## 2207.1 Quadrupel (Quad) 3.787234
## 2291.1 Red Ale - Irish 3.791667
## 1812 Pale Ale - American 3.819512
## 1169 Lager - European Dark 3.190000
## 1556.1 Lager - Vienna 3.693038
## 2267.1 Red Ale - Irish 3.941327
## 920 IPA - English 3.722222
## 762 Happoshu 3.666667
## 2117.1 Porter - Robust 3.642857
## 1924 Pilsner - German 3.952764
## 2663.1 Stout - Oatmeal 3.934713
## 3177.2 Winter Warmer 3.885057
## 1812.1 Pale Ale - American 3.819512
## 2624.1 Stout - Irish Dry 3.705097
## 152 Bitter - English 3.825000
## 2450 Sour - Flanders Oud Bruin 4.040000
## 3123 Wheat Beer - Witbier 3.312281
## 379.1 Bock - Weizenbock 4.250000
## 1702.1 Low Alcohol Beer 3.400000
## 109 Bitter - English Extra Special / Strong Bitter (ESB) 3.873512
## 2680 Stout - Oatmeal 4.270833
## 3011 Wheat Beer - Dunkelweizen 3.700000
## 2421 Smoked Beer 3.772727
## 2351 Scotch Ale / Wee Heavy 3.783379
## 1518.1 Lager - Schwarzbier 4.041007
## 854 IPA - Belgian 4.047619
## 1520 Lager - Schwarzbier 3.900000
## 435 Brown Ale - American 3.481013
## 2626 Stout - Irish Dry 3.972222
## 2406 Smoked Beer 4.085821
## 1938 Pilsner - German 3.618421
## 897.1 IPA - English 3.932566
## 2724.1 Stout - Russian Imperial 4.324228
## 382 Bock - Weizenbock 4.101190
## 3057.1 Wheat Beer - Hefeweizen 3.906832
## 1461 Lager - Märzen / Oktoberfest 3.347007
## 1236.1 Lager - European Strong 3.867089
## 1188 Lager - European Pale 3.277690
## 2125 Porter - Smoked 3.940476
## 1109 Lager - American 3.347826
## 2041 Porter - Baltic 4.028986
## 1501 Lager - Rauchbier 3.791667
## 1721 Mild Ale - English Dark 3.689024
## 2675 Stout - Oatmeal 4.231454
## 301.1 Bock - Eisbock 3.875000
## 2815 Strong Ale - Belgian Dark 4.136986
## 2721 Stout - Russian Imperial 3.873874
## 3112.2 Wheat Beer - Witbier 3.625000
## 2639.1 Stout - Irish Dry 4.015000
## 18 Altbier 3.888889
## 3044 Wheat Beer - Hefeweizen 3.888889
## 412.1 Braggot 3.807692
## 117.2 Bitter - English Extra Special / Strong Bitter (ESB) 3.805147
## 1048.1 Lager - Adjunct 3.060606
## 1332 Lager - Kellerbier / Zwickelbier 3.808176
## 3086 Wheat Beer - Wheatwine 3.970395
## 2642.1 Stout - Irish Dry 3.844444
## 2136.1 Porter - Smoked 3.964286
## 3176 Winter Warmer 3.960145
## 2836 Strong Ale - Belgian Pale 3.556213
## 2920 Tripel 4.072052
## 3034.1 Wheat Beer - Hefeweizen 3.629412
## 2527 Stout - American 3.849597
## 565 Cream Ale 3.718182
## 1089 Lager - American Amber / Red 3.250000
## 2372.1 Scottish Ale 4.013142
## review_taste review_palate review_overall
## 2308 4.000000 3.750000 3.916667
## 1039 2.487179 2.543590 2.866667
## 2185 4.223247 4.068266 4.067651
## 395 3.400000 3.550000 3.400000
## 1776 3.686469 3.678218 3.707921
## 1408 1.355769 1.682692 1.471154
## 3112 3.494732 3.559866 3.688697
## 2898 4.000000 3.000000 4.000000
## 2869 3.708333 3.833333 3.750000
## 1171 3.916667 4.000000 4.166667
## 2400 3.600000 3.400000 3.800000
## 3169 3.827869 3.814208 3.950820
## 654 3.930556 3.736111 3.888889
## 1125 2.781250 2.917969 2.894531
## 2734 3.925754 3.793503 3.922274
## 97 3.604651 3.631783 3.635659
## 1073 2.982517 2.986014 3.248252
## 1934 3.390526 3.376842 3.571579
## 2047 4.130827 4.045865 4.052632
## 2100 3.664430 3.577181 3.630872
## 2995 3.125000 3.406250 3.218750
## 1102 3.375000 3.358108 3.516892
## 933 4.219072 4.080326 4.096649
## 323 3.476190 3.420635 3.587302
## 2201 4.105882 3.997059 3.935294
## 635 3.935185 3.947531 4.003086
## 2026 4.338028 4.140845 4.190141
## 50 4.500000 4.000000 4.500000
## 373 4.388362 4.195366 4.234334
## 2641 3.758065 3.833333 3.967742
## 871 3.807229 3.761044 3.845382
## 2855 4.000000 4.125000 4.125000
## 2182 4.113103 4.051724 3.964828
## 1285 3.803419 3.803419 4.106838
## 2064 4.125000 3.937500 4.187500
## 2547 3.885000 3.705000 3.735000
## 451 3.665367 3.583463 3.740250
## 695 4.019002 3.980998 4.077197
## 3125 3.495098 3.426471 3.583333
## 207 3.108974 3.108974 3.381410
## 2115 4.272727 4.045455 4.272727
## 1687 1.837838 1.743243 1.945946
## 532 3.500000 4.000000 3.500000
## 2627 3.579646 3.449115 3.628319
## 1586 3.640000 3.700000 3.740000
## 1744 3.818182 3.780303 3.946970
## 1771 4.363510 4.207521 4.087744
## 880 3.333333 3.352941 3.617647
## 1604 4.494253 4.339080 4.390805
## 668 4.110843 4.021687 4.120482
## 3040 3.801887 3.773585 3.943396
## 1665 3.880435 3.847826 3.836957
## 2548 3.809524 3.583333 3.738095
## 2698 4.217949 4.171598 4.113412
## 1506 3.884615 4.038462 3.923077
## 1219 2.949153 2.898305 3.177966
## 1717 3.737500 3.475000 3.900000
## 930 4.173377 4.054870 4.159740
## 1884 3.326087 3.389328 3.422925
## 2899 4.162865 4.057482 4.102646
## 2176 4.543548 4.430876 4.339401
## 718 3.301310 3.266376 3.447598
## 828 4.200517 4.090473 4.242245
## 982 3.750000 3.250000 3.750000
## 1651 3.363636 3.409091 3.527273
## 3100 4.128521 3.992958 4.231954
## 1540 3.500000 3.750000 3.333333
## 110 3.911067 3.897233 4.037549
## 2705 3.694444 3.666667 3.638889
## 3182 4.071429 3.821429 4.142857
## 291 4.500000 4.000000 4.000000
## 1528 4.084559 3.860294 4.073529
## 2053 3.860313 3.668407 3.891645
## 1083 3.582524 3.533981 3.723301
## 632 4.140719 4.035928 4.116766
## 2850 4.177083 4.114583 4.229167
## 2017 4.337179 4.244872 4.188462
## 2330 3.583333 3.562500 3.812500
## 460 3.166667 3.500000 3.222222
## 939 4.044242 3.956461 4.077247
## 2893 3.734868 3.718421 3.669079
## 75 3.990964 3.906627 3.891566
## 2657 4.250000 4.500000 4.500000
## 846 3.972056 3.944112 3.915170
## 1726 3.346939 3.285714 3.622449
## 1151 3.700000 3.800000 3.800000
## 1548 4.143289 4.060459 4.209190
## 534 3.500000 3.666667 3.666667
## 1183 2.578947 2.526316 2.552632
## 160 3.789855 3.637681 4.014493
## 2705.1 3.694444 3.666667 3.638889
## 2427 3.718750 3.781250 3.843750
## 2882 3.875000 3.723214 3.946429
## 3040.1 3.801887 3.773585 3.943396
## 1713 2.000000 2.000000 2.000000
## 806 4.106317 4.045455 4.115562
## 1038 2.792169 2.765060 3.192771
## 1478 3.166667 3.166667 3.166667
## 848 4.131148 4.032787 4.213115
## 511 4.269231 4.115385 4.269231
## 906 3.800948 3.763033 3.808057
## 1630 2.781250 3.031250 2.875000
## 156 3.879310 3.879310 4.077586
## 1735 3.909091 3.681818 4.045455
## 2837 4.045283 3.981132 3.947170
## 2997 3.666667 3.833333 3.708333
## 1383 2.464286 2.571429 2.892857
## 1162 3.220930 3.209302 3.267442
## 2475 3.828804 3.714674 3.790761
## 825 3.703202 3.738300 3.814655
## 2886 3.333333 3.222222 3.083333
## 1467 3.846847 3.813814 3.933934
## 1694 3.309524 3.261905 3.392857
## 1255 3.250000 3.375000 3.250000
## 2229 4.011364 3.965909 4.227273
## 1809 3.912011 3.851955 3.984637
## 2871 3.983146 3.848315 3.882022
## 2597 4.187500 4.000000 4.187500
## 1458 3.933042 3.832606 4.072780
## 1023 2.733753 2.814465 3.088050
## 3105 3.840064 3.756111 3.971307
## 1150 3.000000 3.500000 3.375000
## 972 3.625000 2.875000 3.625000
## 869 4.101485 3.939356 4.033416
## 137 3.824713 3.704023 4.000575
## 3084 4.056962 4.012658 3.892405
## 1827 4.066456 3.976266 4.041139
## 2268 3.431373 3.397059 3.500000
## 1195 2.769470 2.875389 3.038941
## 1556 3.594937 3.639241 3.737342
## 1484 3.884615 3.750000 4.028846
## 2118 3.916667 3.416667 3.666667
## 2150 3.500675 3.424426 3.572200
## 223 3.924171 3.907583 4.004739
## 267 3.292135 3.373596 3.407303
## 1314 3.321429 3.276786 3.500000
## 1887 3.229630 3.288889 3.377778
## 1291 3.460526 3.414474 3.572368
## 554 3.300000 3.200000 2.900000
## 232 3.750000 3.666667 3.833333
## 2846 3.455830 3.482332 3.189046
## 925 4.325988 4.181763 4.145745
## 2144 3.500000 3.272727 3.590909
## 2374 3.860526 3.736842 3.707895
## 800 3.554545 3.627273 3.527273
## 2508 4.232970 4.169619 4.051090
## 1908 3.600000 3.610000 3.900000
## 151 3.204545 3.356061 3.553030
## 237 3.735294 3.588235 3.823529
## 705 3.237288 3.325212 3.388771
## 1793 3.555556 3.444444 3.472222
## 386 3.784884 3.691860 3.715116
## 2101 3.687500 3.696429 3.598214
## 824 4.357656 4.163876 4.372010
## 416 3.250000 3.750000 3.000000
## 3144 4.526012 4.361272 4.453757
## 2635 3.548077 3.437500 3.668269
## 3008 3.818182 3.636364 3.750000
## 1384 2.730769 2.756993 2.998252
## 1189 2.993450 3.054585 3.262009
## 1502 3.210938 3.335938 3.453125
## 1275 3.833333 3.916667 3.916667
## 1366 2.357143 2.291209 2.697802
## 284 4.255952 4.220238 4.291667
## 339 3.702851 3.668037 3.811952
## 2510 4.100511 4.111584 3.920784
## 3167 3.802365 3.724662 3.837838
## 3116 3.750000 3.000000 3.750000
## 268 4.500000 4.666667 4.333333
## 1758 3.600000 3.300000 3.600000
## 2893.1 3.734868 3.718421 3.669079
## 1956 2.894444 3.100000 3.177778
## 2194 4.090461 4.046053 3.828947
## 1523 4.162322 4.027251 4.132701
## 1799 3.982341 3.878116 4.075831
## 80 3.741520 3.774084 3.607191
## 2405 3.961538 3.862179 3.916667
## 2356 4.367470 4.198795 4.168675
## 2097 4.300000 4.200000 4.100000
## 1153 3.913719 3.798533 3.958585
## 1535 4.239130 3.978261 4.043478
## 2360 4.023810 3.896825 3.892857
## 1694.1 3.309524 3.261905 3.392857
## 2882.1 3.875000 3.723214 3.946429
## 463 3.389706 3.463235 3.477941
## 388 3.341463 3.524390 3.500000
## 217 3.570919 3.586084 3.642730
## 3054 4.000000 3.500000 4.000000
## 2908 4.181586 4.060102 4.005115
## 718.1 3.301310 3.266376 3.447598
## 1935 3.603383 3.597744 3.765038
## 1186 3.267507 3.275210 3.502801
## 3018 4.058300 3.965587 4.194737
## 396 3.785714 3.607143 3.750000
## 453 3.673387 3.645161 3.673387
## 342 2.836720 2.798258 3.133527
## 1032 2.442244 2.557756 2.839934
## 2020 4.160494 4.133333 4.008642
## 245 3.250000 3.281250 3.312500
## 3033 3.122500 3.280833 3.362500
## 1921 3.750000 3.875000 4.125000
## 1609 4.184739 4.104418 4.122490
## 610 4.180000 4.120000 4.280000
## 771 3.100000 3.000000 3.600000
## 2372 3.777180 3.774194 3.906810
## 606 3.579051 3.555336 3.537549
## 2460 4.250000 3.750000 4.250000
## 2162 3.801075 3.784946 3.758065
## 1899 3.571429 3.857143 3.571429
## 1615 4.183824 4.102941 4.183824
## 3109 4.111479 3.952539 4.069536
## 1993 3.881497 3.872141 3.969854
## 583 3.600000 3.650000 3.800000
## 385 3.826087 4.043478 3.652174
## 1474 3.248485 3.324242 3.551515
## 1613 3.922559 3.824916 3.781145
## 798 3.764706 3.882353 3.750000
## 1647 4.108108 4.013514 4.067568
## 2910 3.790816 3.918367 3.836735
## 1515 3.500000 3.750000 3.500000
## 967 3.687500 3.687500 3.750000
## 2644 4.089474 3.931579 4.152632
## 508 4.166667 3.666667 4.000000
## 2124 4.131313 4.075758 4.136364
## 2686 4.294872 4.115385 4.269231
## 353 3.441667 3.508333 3.583333
## 577 3.531250 3.625000 3.656250
## 2408 3.595238 3.880952 3.666667
## 93 4.134483 4.131034 3.868966
## 372 3.772727 3.659091 3.636364
## 179 4.180556 4.027778 4.125000
## 2174 3.362903 3.233871 3.370968
## 718.2 3.301310 3.266376 3.447598
## 3164 3.013866 3.084013 3.020392
## 584 3.472973 3.270270 3.445946
## 295 4.181818 4.204545 4.136364
## 2458 3.366667 3.666667 3.400000
## 2362 3.479592 3.474490 3.576531
## 2376 3.655172 3.613793 3.762069
## 1906 3.990566 4.047170 4.160377
## 940 4.446714 4.298401 4.430728
## 1145 2.468750 2.531250 2.531250
## 221 3.726804 3.680412 3.812715
## 809 4.143788 4.019114 4.114683
## 1152 4.000000 4.166667 4.333333
## 2538 3.503984 3.364542 3.515936
## 1114 3.218563 3.284431 3.437126
## 2572 3.076923 3.153846 3.076923
## 1187 2.778595 2.865196 2.980392
## 962 4.489510 4.349650 4.433566
## 513 3.790984 3.672131 3.831967
## 2691 3.990385 3.961538 4.038462
## 1264 2.777778 2.944444 3.111111
## 3131 3.391129 3.520161 3.596774
## 1518 3.890647 3.784173 4.038849
## 1133 3.306818 3.340909 3.454545
## 895 3.166667 2.750000 3.166667
## 1132 3.452830 3.424528 3.641509
## 2592 3.959302 3.773256 3.837209
## 1291.1 3.460526 3.414474 3.572368
## 1774 4.212454 3.996337 4.038462
## 1372 3.068627 3.049020 3.343137
## 3053 4.260870 4.086957 4.271739
## 2395 3.984211 3.863158 4.000000
## 1387 2.459350 2.575203 2.666667
## 1587 3.333333 3.083333 3.416667
## 2520 5.000000 4.500000 4.500000
## 40 3.931688 3.901837 3.704363
## 2917 4.041850 3.925110 3.971366
## 134 3.909091 3.909091 3.840909
## 542 3.142857 3.142857 2.642857
## 1405 2.861111 2.888889 3.000000
## 6 4.192063 4.087302 4.230159
## 2374.1 3.860526 3.736842 3.707895
## 1561 3.750000 3.850000 3.991667
## 895.1 3.166667 2.750000 3.166667
## 439 3.958333 4.000000 3.916667
## 2103 4.292778 4.155000 4.215556
## 2894 4.308844 4.250000 4.206128
## 2973 3.846154 3.858974 3.974359
## 1301 2.800000 2.900000 2.940000
## 3054.1 4.000000 3.500000 4.000000
## 205 3.708333 3.645833 3.770833
## 1144 2.833333 2.916667 2.916667
## 957 3.800000 3.800000 3.700000
## 1929 3.973054 3.949102 3.991018
## 1249 3.083333 3.194444 3.083333
## 2907 4.160000 4.064000 4.092000
## 3012 3.500000 3.625000 3.708333
## 838 3.915183 3.837395 3.940956
## 1782 4.363415 4.236585 4.195122
## 3107 3.954106 3.898551 3.814815
## 1718 3.784314 3.676471 3.986928
## 2866 3.393023 3.453488 3.355814
## 2157 2.819805 2.745130 2.853896
## 3178 3.635135 3.567568 3.711712
## 1206 2.820144 2.902878 3.064748
## 495 3.818182 3.909091 3.863636
## 385.1 3.826087 4.043478 3.652174
## 1512 3.500000 3.307692 3.461538
## 1846 3.343496 3.256098 3.367886
## 1490 3.460938 3.375000 3.617188
## 2148 3.888033 3.807464 3.807464
## 1505 4.071429 3.857143 4.107143
## 2806 4.301394 4.165505 4.228223
## 1358 2.355392 2.367647 2.708333
## 560 4.333333 4.000000 4.166667
## 499 3.750000 3.562500 3.500000
## 988 3.581448 3.635747 3.925339
## 548 4.000000 4.000000 4.000000
## 1805 4.112903 4.030466 4.229391
## 2068 4.136691 4.021583 4.079137
## 1757 3.666667 3.333333 3.666667
## 1192 3.007126 3.053444 3.200713
## 97.1 3.604651 3.631783 3.635659
## 1842 3.900000 3.900000 4.000000
## 927 4.305430 4.085973 4.260181
## 1722 3.232955 3.164773 3.465909
## 2960 3.487544 3.462633 3.647687
## 1052 2.865672 2.925373 3.130597
## 804 4.190000 4.076000 4.168667
## 1722.1 3.232955 3.164773 3.465909
## 489 3.708333 3.587719 3.900219
## 2686.1 4.294872 4.115385 4.269231
## 2323 3.836898 3.818182 3.895722
## 3034 3.605882 3.538235 3.835294
## 1342 3.583333 3.583333 3.666667
## 3179 3.602500 3.547500 3.650000
## 2841 3.791045 3.768657 3.843284
## 1472 3.748663 3.745989 3.893048
## 2616 3.680000 3.660000 3.740000
## 444 3.804000 3.768000 3.772000
## 2111 3.500000 4.000000 3.750000
## 3068 3.525000 3.550000 3.725000
## 1900 3.398734 3.392405 3.586498
## 1402 2.209677 2.548387 2.306452
## 2656 3.130435 3.391304 3.195652
## 685 3.875000 4.125000 3.875000
## 2252 3.692857 3.835714 3.735714
## 2486 3.500000 3.550000 3.500000
## 1842.1 3.900000 3.900000 4.000000
## 2327 4.027778 3.902778 4.055556
## 2215 3.933647 3.815569 4.042842
## 1377 3.143836 3.095890 3.520548
## 2954 2.919571 2.975871 2.975871
## 634 3.823755 3.800766 3.940613
## 319 3.820000 3.828571 3.817143
## 1409 1.772727 2.193182 2.000000
## 2643 3.745763 3.754237 3.788136
## 227 3.856383 3.840426 3.984043
## 2169 3.773256 3.655039 3.829457
## 2631 3.898148 3.787037 3.953704
## 28 3.916667 3.983333 3.866667
## 2392 3.535714 3.583333 3.666667
## 946 4.148844 4.078998 4.019750
## 2997.1 3.666667 3.833333 3.708333
## 462 3.363636 3.454545 3.318182
## 2713 4.191176 4.262605 4.092437
## 2658 4.000000 4.000000 4.333333
## 1565 2.900000 3.100000 2.900000
## 1104 2.762376 2.846535 3.032178
## 2515 4.159091 3.951299 4.016234
## 1192.1 3.007126 3.053444 3.200713
## 2165 3.977273 3.965909 3.886364
## 1991 3.846690 3.632404 3.868467
## 1173 3.140000 2.940000 3.180000
## 3053.1 4.260870 4.086957 4.271739
## 177 3.795455 3.738636 3.852273
## 2191 3.885671 3.739329 3.705793
## 1514 3.500000 3.458333 3.541667
## 303 4.000000 4.000000 3.500000
## 984 3.750000 3.000000 3.500000
## 2067 3.877143 3.731429 3.951429
## 1517 3.850736 3.748327 3.907631
## 2138 4.166667 3.933333 3.900000
## 1241 2.838235 2.911765 2.970588
## 2827 4.143130 4.101145 4.066794
## 1229 3.383838 3.368687 3.368687
## 2736 3.928571 3.841270 3.882716
## 2997.2 3.666667 3.833333 3.708333
## 1045 2.977011 2.948276 3.324713
## 2740 3.825967 3.685083 3.870166
## 2029 4.006042 3.888218 4.018127
## 2975 3.875000 3.958333 4.208333
## 1416 1.800000 1.900000 1.800000
## 1282 3.895833 3.916667 4.125000
## 95 3.445714 3.465714 3.388571
## 2661 4.270742 4.147926 4.166485
## 1731 3.807692 3.653846 3.730769
## 2816 4.195000 4.067500 4.025000
## 3141 4.195431 4.005076 4.192893
## 2890 3.775000 3.625000 3.775000
## 470 3.550000 3.500000 3.550000
## 2026.1 4.338028 4.140845 4.190141
## 2105 3.500000 3.500000 3.500000
## 1586.1 3.640000 3.700000 3.740000
## 3138 4.495739 4.332386 4.335227
## 2106 3.881579 3.828947 3.828947
## 1340 3.976190 3.952381 4.023810
## 428 3.924497 3.873322 3.931208
## 806.1 4.106317 4.045455 4.115562
## 2983 3.585145 3.530797 3.684783
## 2842 4.175105 4.027426 4.046414
## 2567 3.881579 3.618421 3.776316
## 2798 3.986441 3.883051 3.828814
## 3129 3.558140 3.639535 3.627907
## 1931 3.000000 2.961538 2.961538
## 3076 2.937500 3.375000 3.375000
## 2216 3.902838 3.834061 3.967249
## 1562 3.625000 3.625000 3.625000
## 1017 2.420309 2.473100 2.883995
## 133 3.964646 3.863636 3.984848
## 1219.1 2.949153 2.898305 3.177966
## 2706 4.229730 4.132432 4.164189
## 1015 3.021277 3.255319 3.329787
## 754 2.666667 2.757576 2.969697
## 1012 4.250000 4.166667 4.250000
## 1185 2.749211 2.841877 3.025237
## 701 3.002237 3.097315 3.240492
## 545 3.472222 3.333333 3.333333
## 662 3.500000 3.000000 3.500000
## 1366.1 2.357143 2.291209 2.697802
## 1898 3.965909 4.079545 4.181818
## 737 3.839650 3.705539 3.741983
## 1984 4.167293 4.081203 4.144361
## 2338 4.068770 3.974515 3.955906
## 2249 3.815789 3.973684 3.894737
## 1539 3.633333 3.641667 3.741667
## 2632 3.666667 3.657738 3.732143
## 3026 4.335616 4.228767 4.371233
## 2716 4.408088 4.176471 4.316176
## 2464 4.307028 4.128853 4.113440
## 125 3.833333 3.771739 3.750000
## 474 3.863636 3.863636 3.863636
## 764 3.166667 3.166667 3.500000
## 646 3.750000 3.722222 3.722222
## 158 3.714286 3.428571 3.785714
## 1735.1 3.909091 3.681818 4.045455
## 1508 3.625000 3.500000 3.625000
## 2915 3.750000 3.750000 3.750000
## 3167.1 3.802365 3.724662 3.837838
## 1331 3.826087 3.826087 4.101449
## 520 3.358696 3.320652 3.472826
## 1023.1 2.733753 2.814465 3.088050
## 1768 3.917837 3.862360 3.844101
## 2714 4.258355 4.217224 4.194087
## 301 4.375000 4.000000 4.000000
## 1085 3.094972 3.150838 3.256983
## 69 3.896104 3.896104 3.785714
## 2437 3.829114 3.917722 3.968354
## 2701 4.500000 4.443182 4.482955
## 1925 3.941243 3.877994 4.124626
## 780 3.707355 3.726135 3.783255
## 1783 3.570909 3.340000 3.274545
## 1971 3.866071 3.866071 3.875000
## 1281 3.513158 3.478070 3.706140
## 2117 3.571429 3.464286 3.535714
## 882 4.250000 4.041667 4.041667
## 887 4.361111 4.194444 4.361111
## 1293 3.602564 3.628205 3.794872
## 314 3.349673 3.467320 3.405229
## 2436 4.545455 4.363636 4.409091
## 2198 4.326389 4.118056 4.229167
## 2031 4.204167 4.091667 4.150000
## 814 4.118990 3.973558 4.145433
## 1557 3.371429 3.400000 3.757143
## 1978 3.500000 3.562500 3.500000
## 1754 3.055556 3.277778 3.277778
## 1512.1 3.500000 3.307692 3.461538
## 3030 3.750000 3.750000 3.750000
## 1681 4.000000 4.000000 4.000000
## 2231 4.245455 4.090909 4.200000
## 864 4.142857 4.059524 4.047619
## 412 4.076923 3.961538 3.576923
## 686 4.148148 3.981481 4.104938
## 2691.1 3.990385 3.961538 4.038462
## 1099 2.973684 3.000000 3.263158
## 455 3.887755 3.836735 4.010204
## 3191 3.951220 3.896341 3.841463
## 2942 3.294118 3.294118 3.382353
## 1363 2.404459 2.350318 2.722930
## 1388 2.475490 2.622549 2.610294
## 2517 4.188435 4.073779 4.182453
## 3188 4.133690 4.080214 4.090909
## 2588 4.207500 4.117500 4.237500
## 704 3.101669 3.106980 3.266313
## 1853 3.879808 3.740385 3.812500
## 598 3.951389 3.834722 3.898611
## 2251 3.952381 3.880952 3.916667
## 2116 4.083333 4.083333 4.166667
## 2364 4.032967 3.807692 3.994505
## 2246 4.133421 4.029723 4.035007
## 3075 3.375000 3.000000 3.500000
## 2852 4.344406 4.239510 4.209790
## 1044 1.985612 2.079137 2.334532
## 1301.1 2.800000 2.900000 2.940000
## 2869.1 3.708333 3.833333 3.750000
## 2589 3.411058 3.406250 3.338942
## 3161 3.665192 3.664208 3.748771
## 161 3.730769 3.903846 3.903846
## 975 3.285714 3.285714 3.285714
## 1342.1 3.583333 3.583333 3.666667
## 1175 4.383333 4.216667 4.516667
## 1551 3.800000 3.600000 3.800000
## 2392.1 3.535714 3.583333 3.666667
## 117 3.805147 3.698529 3.878676
## 1457 3.784109 3.760835 3.957464
## 3140 4.187050 4.125899 4.154676
## 1298 4.000000 4.166667 3.666667
## 2270 3.704082 3.785714 3.775510
## 1432 3.862319 3.753623 4.050725
## 2648 4.000000 4.000000 4.000000
## 2624 3.525485 3.384709 3.598301
## 1248 2.323529 2.500000 2.352941
## 1342.2 3.583333 3.583333 3.666667
## 911 3.333333 3.333333 3.333333
## 230 4.148649 3.959459 3.945946
## 1502.1 3.210938 3.335938 3.453125
## 1552 3.151090 3.056075 3.323988
## 1808 4.053097 4.079646 4.174779
## 379 4.050000 4.150000 4.116667
## 2605 3.884615 4.076923 4.000000
## 687 3.843333 3.756667 3.838333
## 2219 3.910788 3.850622 3.979253
## 1804 3.945415 3.804949 4.097525
## 1961 3.875000 3.796053 3.986842
## 3191.1 3.951220 3.896341 3.841463
## 1380 2.781250 2.770833 3.062500
## 14 3.303571 3.267857 3.482143
## 339.1 3.702851 3.668037 3.811952
## 1394 2.361702 2.372340 2.382979
## 514 3.635514 3.490654 3.883178
## 373.1 4.388362 4.195366 4.234334
## 512 3.656522 3.530435 3.691304
## 1302 4.272727 4.068182 4.340909
## 2329 4.000000 4.000000 4.000000
## 1695 2.789474 2.921053 2.736842
## 853 3.840517 3.771552 3.801724
## 2440 3.574850 3.485030 3.580838
## 2119 4.097687 4.014303 4.071516
## 820 4.166667 4.083333 4.135417
## 104 4.130065 4.036062 4.194895
## 3107.1 3.954106 3.898551 3.814815
## 2018 3.835052 3.757732 3.747423
## 662.1 3.500000 3.000000 3.500000
## 2303 3.500000 3.785714 3.785714
## 2725 3.978507 3.943439 3.876697
## 2143 4.396552 4.396552 4.137931
## 2248 3.996429 3.928571 3.964286
## 2115.1 4.272727 4.045455 4.272727
## 1168 3.861111 3.680556 3.875000
## 1832 3.661826 3.632780 3.786307
## 3060 3.868056 3.861111 3.965278
## 1740 3.722222 3.444444 3.777778
## 39 3.689655 3.810345 3.827586
## 2863 3.841463 3.810976 3.810976
## 1033 1.942308 2.115385 2.339161
## 809.1 4.143788 4.019114 4.114683
## 1027 2.614726 2.726027 2.880993
## 1926 2.898194 2.965517 3.149425
## 1811 3.636411 3.549318 3.741343
## 1480 3.653571 3.603571 3.782143
## 329 3.479167 3.562500 3.354167
## 387 4.076923 3.923077 4.000000
## 1673 3.857143 3.892857 3.892857
## 2559 3.646465 3.555556 3.636364
## 1419 3.769231 3.717195 3.868778
## 2714.1 4.258355 4.217224 4.194087
## 2625 4.166667 4.000000 4.166667
## 257 3.807918 3.718475 3.705279
## 701.1 3.002237 3.097315 3.240492
## 1485 3.642857 3.714286 3.829670
## 2824 4.107868 4.050761 4.071701
## 428.1 3.924497 3.873322 3.931208
## 2642 3.755556 3.683333 3.850000
## 1751 3.571429 3.428571 3.785714
## 2905 3.963415 3.918699 3.951220
## 861 3.875000 3.750000 3.875000
## 3031 3.160000 3.020000 3.320000
## 2663 4.057325 3.972930 4.109873
## 2967 2.810606 3.015152 2.939394
## 3042 3.752632 3.668421 3.852632
## 361 3.358491 3.141509 3.500000
## 2657.1 4.250000 4.500000 4.500000
## 853.1 3.840517 3.771552 3.801724
## 2709 4.082418 4.065934 4.049451
## 736 3.808370 3.721366 3.665198
## 2641.1 3.758065 3.833333 3.967742
## 1452 3.447368 3.421053 3.578947
## 781 3.409677 3.454839 3.506452
## 2073 3.930108 3.838710 3.897849
## 2200 4.084615 4.130769 4.061538
## 1350 1.660819 1.815789 1.957602
## 2382 3.894191 3.796680 3.985477
## 161.1 3.730769 3.903846 3.903846
## 1116 3.411392 3.360759 3.512658
## 2055 3.662500 3.650000 3.625000
## 2673 3.826154 3.815385 3.824615
## 397 3.444444 3.500000 3.611111
## 2516 3.905738 3.833333 3.878415
## 864.1 4.142857 4.059524 4.047619
## 1979 3.800000 3.300000 3.400000
## 2532 3.969697 3.779614 4.009642
## 1945 3.538462 3.611538 3.873077
## 474.1 3.863636 3.863636 3.863636
## 3008.1 3.818182 3.636364 3.750000
## 431 4.184480 4.099561 4.285505
## 2318 4.217557 4.118321 4.038168
## 320 3.715596 3.788991 3.857798
## 61 3.809524 3.829932 3.721088
## 1324 2.750000 3.250000 3.250000
## 902 3.853960 3.821782 3.722772
## 2760 4.272059 4.171569 4.039216
## 2849 3.833333 3.751852 3.788889
## 240 3.750000 3.500000 3.750000
## 1682 3.750000 3.500000 3.250000
## 684 3.901042 3.845052 3.953125
## 2567.1 3.881579 3.618421 3.776316
## 217.1 3.570919 3.586084 3.642730
## 3188.1 4.133690 4.080214 4.090909
## 2264 3.530702 3.448830 3.719298
## 466 3.361111 3.416667 3.333333
## 2981 3.807229 3.744980 3.923025
## 1517.1 3.850736 3.748327 3.907631
## 2316 4.010000 3.940000 4.030000
## 1097 2.922465 2.959245 3.172962
## 3177 3.837165 3.754789 3.798851
## 2428 3.777778 3.888889 3.944444
## 2157.1 2.819805 2.745130 2.853896
## 1999 4.005859 3.882812 4.027344
## 2547.1 3.885000 3.705000 3.735000
## 1875 3.669154 3.604478 3.788557
## 717 3.861111 3.805556 4.027778
## 3019 3.142762 3.260292 3.403054
## 2617 3.353394 3.446606 3.685068
## 942 4.138258 4.062500 4.119318
## 676 3.790262 3.782772 3.868914
## 3193 3.750000 3.875000 4.000000
## 1754.1 3.055556 3.277778 3.277778
## 197 3.404167 3.458333 3.575000
## 2379 3.574074 3.444444 3.666667
## 2149 3.652228 3.617574 3.670792
## 2809 3.783465 3.846457 3.728346
## 2481 3.500000 3.500000 3.500000
## 1761 3.000000 2.333333 3.000000
## 2114 4.350000 4.300000 4.400000
## 1344 1.828725 1.948541 2.422043
## 1712 2.333333 3.000000 2.500000
## 29 4.055556 3.833333 4.083333
## 1051 2.750000 2.791667 3.026786
## 1615.1 4.183824 4.102941 4.183824
## 3172 3.891213 3.830544 3.845188
## 3018.1 4.058300 3.965587 4.194737
## 2670 4.108333 4.057407 4.102778
## 2345 3.866616 3.785823 3.829268
## 1873 3.783133 3.712851 3.973896
## 2513 4.360000 4.310000 4.172500
## 1607 4.628205 4.493590 4.628205
## 236 3.578947 3.631579 3.552632
## 1026 2.672982 2.696870 3.060956
## 2955 3.267619 3.423810 3.604762
## 445 3.821429 3.571429 3.857143
## 323.1 3.476190 3.420635 3.587302
## 389 3.815789 3.684211 3.684211
## 1244 1.909091 2.045455 1.977273
## 1929.1 3.973054 3.949102 3.991018
## 713 2.715686 2.986928 2.677560
## 1162.1 3.220930 3.209302 3.267442
## 2934 4.000000 4.000000 4.000000
## 2944 4.000000 3.750000 3.500000
## 819 4.303922 4.058824 4.259804
## 2705.2 3.694444 3.666667 3.638889
## 2210 4.092205 3.974335 4.184411
## 2087 4.500000 4.300000 4.500000
## 341 3.749014 3.655819 3.641519
## 3062 3.686567 3.694030 3.932836
## 2238 3.500000 4.000000 4.000000
## 3171 4.097222 4.034722 4.006944
## 2926 3.980000 3.956667 4.010000
## 401 3.833333 4.000000 4.000000
## 2860 4.114726 4.023973 4.006849
## 1457.1 3.784109 3.760835 3.957464
## 671 4.314570 4.215232 4.310155
## 3070 3.500000 3.312500 3.687500
## 1909 3.009804 3.102941 3.284314
## 2260 4.333333 4.000000 4.166667
## 699 3.158085 3.265583 3.168925
## 294 4.000000 4.000000 4.000000
## 749 3.714286 3.714286 3.785714
## 657 3.122222 3.288889 3.333333
## 999 3.842105 3.921053 4.122807
## 781.1 3.409677 3.454839 3.506452
## 1307 3.250000 3.375000 3.000000
## 2962 3.516245 3.552347 3.772563
## 1275.1 3.833333 3.916667 3.916667
## 255 4.000000 3.989232 3.823502
## 1163 3.897541 3.807377 3.786885
## 3031.1 3.160000 3.020000 3.320000
## 1962 4.082160 4.003521 4.103286
## 225 3.531250 3.645833 3.687500
## 3110 3.302432 3.379939 3.408815
## 553 3.025641 2.974359 2.743590
## 2972 3.432331 3.398496 3.620301
## 1194 3.800676 3.782095 3.969595
## 2150.1 3.500675 3.424426 3.572200
## 146 3.452381 3.500000 3.619048
## 331 4.113636 3.977273 4.221591
## 169 3.733333 3.650000 3.833333
## 2398 3.750000 3.691176 3.970588
## 164 3.715909 3.761364 3.829545
## 197.1 3.404167 3.458333 3.575000
## 127 3.450000 3.477778 3.588889
## 117.1 3.805147 3.698529 3.878676
## 1125.1 2.781250 2.917969 2.894531
## 2711 3.609425 3.507987 3.663738
## 1118 4.157924 4.049665 4.295201
## 3057 3.854037 3.819876 4.021739
## 2536 3.536232 3.340580 3.497585
## 2026.2 4.338028 4.140845 4.190141
## 604 3.611111 3.634921 3.619048
## 2682 3.308333 3.377778 3.322222
## 521 4.000000 4.100000 4.000000
## 1200 3.583120 3.648338 3.818414
## 563 3.067661 3.181193 3.350917
## 895.2 3.166667 2.750000 3.166667
## 1359 2.427861 2.475124 2.893035
## 1288 3.409091 3.420455 3.738636
## 3107.2 3.954106 3.898551 3.814815
## 2386 3.702128 3.606383 3.882979
## 1521 3.748619 3.596685 3.808471
## 2699 4.228438 4.135313 4.166875
## 2488 4.171053 4.092105 4.210526
## 1146 3.000000 3.193548 3.354839
## 1664 4.211538 4.038462 4.134615
## 1998 4.069378 3.904306 4.072967
## 2985 3.779915 3.752137 3.901709
## 2931 3.500000 3.166667 3.333333
## 1045.1 2.977011 2.948276 3.324713
## 335 4.092593 4.037037 4.092593
## 335.1 4.092593 4.037037 4.092593
## 2878 3.885714 3.814286 3.914286
## 1302.1 4.272727 4.068182 4.340909
## 2242 4.413555 4.198210 4.395652
## 2272 3.388489 3.388489 3.579137
## 2788 3.788410 3.729111 3.729111
## 497 3.666667 3.787356 3.574713
## 824.1 4.357656 4.163876 4.372010
## 2126 4.100000 4.000000 4.300000
## 814.1 4.118990 3.973558 4.145433
## 141 3.948161 3.829431 4.031773
## 420 3.868085 3.832979 3.771277
## 2532.1 3.969697 3.779614 4.009642
## 487 3.876000 3.716000 3.848000
## 276 4.065217 4.086957 3.869565
## 1436 3.638298 3.622340 3.824468
## 304 4.023053 3.912936 4.044987
## 239 3.925000 3.825000 3.975000
## 968 2.900000 2.600000 2.433333
## 415 3.583333 3.500000 3.083333
## 2840 4.181319 4.102564 4.095238
## 175 3.907895 3.868421 4.315789
## 2619 3.670213 3.765957 3.943449
## 2084 4.097365 3.993411 3.942533
## 984.1 3.750000 3.000000 3.500000
## 1622 3.787770 3.776978 3.827338
## 2013 3.875000 3.875000 3.850000
## 2046 4.279701 4.104303 4.273620
## 523 3.500000 3.750000 3.750000
## 179.1 4.180556 4.027778 4.125000
## 472 3.333333 3.333333 3.500000
## 2490 4.626294 4.479814 4.397516
## 2177 4.153001 4.068033 3.989008
## 1676 4.875000 4.750000 5.000000
## 184 3.750000 4.250000 4.250000
## 1480.1 3.653571 3.603571 3.782143
## 733 2.939940 2.953453 2.980480
## 793 3.598214 3.607143 3.633929
## 2258 3.750000 3.833333 3.833333
## 586 4.236705 4.089884 4.137572
## 3132 3.606884 3.652174 3.742754
## 1156 3.306723 3.186975 3.357143
## 1764 4.165856 4.069749 3.895783
## 2109 3.982456 3.824561 3.868421
## 258 3.925355 3.886256 3.616114
## 2844 3.884921 3.960317 3.813492
## 2633 3.838798 3.663934 3.874317
## 1725 3.800000 3.850000 3.975000
## 3139 4.923077 4.423077 4.807692
## 480 3.905908 3.786652 3.991247
## 2948 3.355966 3.416941 3.556361
## 2717 4.079528 4.045669 3.970866
## 1870 3.137931 3.166667 3.350575
## 1561.1 3.750000 3.850000 3.991667
## 531 3.500000 3.600000 3.700000
## 1038.1 2.792169 2.765060 3.192771
## 2402 3.700000 3.660000 3.760000
## 1289 4.052000 3.988000 4.236000
## 3177.1 3.837165 3.754789 3.798851
## 1925.1 3.941243 3.877994 4.124626
## 1692 2.093750 2.234375 2.156250
## 2141 3.500000 3.625000 3.375000
## 2081 4.107143 3.875000 4.000000
## 1054 2.526718 2.601145 2.818702
## 1836 3.576923 3.576923 3.461538
## 2139 4.000000 3.500000 4.000000
## 2677 3.947183 3.757042 3.957746
## 2006 4.166667 3.981481 4.185185
## 2031.1 4.204167 4.091667 4.150000
## 2112 3.648148 3.740741 3.722222
## 3081 4.000000 3.700000 4.300000
## 775 2.500000 3.000000 3.000000
## 2100.1 3.664430 3.577181 3.630872
## 2249.1 3.815789 3.973684 3.894737
## 1802 4.163900 4.029046 4.295643
## 586.1 4.236705 4.089884 4.137572
## 507 3.451613 3.451613 3.572581
## 8 3.579775 3.588764 3.738202
## 971 2.875000 2.750000 2.750000
## 664 2.500000 3.500000 3.500000
## 2670.1 4.108333 4.057407 4.102778
## 825.1 3.703202 3.738300 3.814655
## 1256 3.000000 3.333333 3.333333
## 943 4.352050 4.208556 4.350267
## 377 3.856195 3.789823 3.860619
## 1346 2.337691 2.319172 2.704793
## 3087 3.817003 3.795389 3.585014
## 1895 3.589319 3.663904 3.871087
## 914 3.330986 3.345070 3.352113
## 1374 2.134615 2.153846 2.480769
## 6.1 4.192063 4.087302 4.230159
## 2968 3.580952 3.585714 3.728571
## 429 3.705882 3.574394 3.817186
## 1652 4.401786 4.133929 4.312500
## 2228 3.799694 3.808869 3.844037
## 2510.1 4.100511 4.111584 3.920784
## 450 3.880000 3.777143 3.828571
## 315 3.592391 3.657609 3.793478
## 1647.1 4.108108 4.013514 4.067568
## 1263 3.045455 3.136364 3.045455
## 2436.1 4.545455 4.363636 4.409091
## 865 3.610568 3.647750 3.696673
## 3017 4.040576 3.957461 4.145288
## 155 3.276119 3.343284 3.343284
## 2695 4.125000 3.875000 3.000000
## 3053.2 4.260870 4.086957 4.271739
## 2565 4.220000 4.140000 4.150000
## 2478 4.203390 3.983051 4.084746
## 2472 3.636364 3.617647 3.724599
## 1848 4.023438 4.062500 4.085938
## 1371 2.666667 2.623457 2.993827
## 2926.1 3.980000 3.956667 4.010000
## 1622.1 3.787770 3.776978 3.827338
## 790 4.120370 4.046296 4.083333
## 517 4.000000 4.000000 4.333333
## 1553 3.011236 2.983146 3.224719
## 3158 3.843089 3.747561 3.810163
## 3035 3.927184 3.949838 4.093851
## 583.1 3.600000 3.650000 3.800000
## 792 4.375000 3.875000 4.125000
## 1674 4.500000 4.500000 4.500000
## 3133 3.792969 3.695312 3.914062
## 2482 3.800000 3.700000 3.500000
## 2148.1 3.888033 3.807464 3.807464
## 730 3.645570 3.487342 3.721519
## 2132 4.100000 4.050000 4.050000
## 3042.1 3.752632 3.668421 3.852632
## 1280 3.952991 3.895299 4.145299
## 1011 3.678082 3.746575 3.952055
## 2493 4.588173 4.513102 4.450779
## 2462 4.166667 4.000000 4.083333
## 1510 4.500000 4.500000 4.333333
## 945 4.724590 4.612295 4.600000
## 2420 3.857143 3.678571 3.797619
## 969 3.300000 3.150000 3.050000
## 3070.1 3.500000 3.312500 3.687500
## 2267 3.788265 3.711735 3.997449
## 586.2 4.236705 4.089884 4.137572
## 857 3.876190 3.833333 3.842857
## 22 4.000000 4.044118 4.000000
## 1236 3.689873 3.702532 3.683544
## 3010 4.250000 4.020833 4.270833
## 1252 2.500000 3.000000 2.500000
## 1043 2.288889 2.325000 2.563889
## 1368 2.004739 2.154028 2.601896
## 1253 2.250000 2.750000 2.500000
## 87 4.343220 4.169492 4.152542
## 449 3.861386 3.816832 3.975248
## 142 3.500000 3.379310 3.586207
## 2489 3.504950 3.640264 3.501650
## 1208 3.268750 3.275000 3.450000
## 588 4.146199 4.058967 4.144250
## 1901 3.761364 3.761364 3.965909
## 862 3.550505 3.601010 3.565657
## 1034 3.475000 3.440385 3.780769
## 2048 3.991632 3.791841 4.001046
## 1626 3.513514 3.364865 3.581081
## 1804.1 3.945415 3.804949 4.097525
## 1777 3.769231 3.709135 3.788462
## 3169.1 3.827869 3.814208 3.950820
## 563.1 3.067661 3.181193 3.350917
## 1065 3.081288 3.049847 3.316718
## 2994 3.370130 3.344156 3.545455
## 2348 3.765928 3.660665 3.707756
## 1271 3.737562 3.666667 3.990050
## 2892 4.396093 4.264398 4.298027
## 2995.1 3.125000 3.406250 3.218750
## 1776.1 3.686469 3.678218 3.707921
## 2628 3.232240 3.183060 3.584699
## 2321 3.823333 3.765000 3.948333
## 266 3.612319 3.612319 3.389493
## 1565.1 2.900000 3.100000 2.900000
## 1012.1 4.250000 4.166667 4.250000
## 914.1 3.330986 3.345070 3.352113
## 1339 3.934783 3.956522 4.021739
## 818 4.316489 4.114362 4.367021
## 25 3.615385 3.711538 3.750000
## 1675 4.250000 4.000000 4.125000
## 2643.1 3.745763 3.754237 3.788136
## 2666 3.937611 3.852941 4.000000
## 2365 4.227273 4.045455 3.909091
## 835 3.937586 3.851166 3.975309
## 3012.1 3.500000 3.625000 3.708333
## 363 2.916667 3.000000 3.083333
## 1822 4.153205 4.068786 4.100313
## 2969 3.381395 3.355814 3.527907
## 1429 3.607955 3.573864 3.732955
## 248 3.705882 3.735294 3.764706
## 2192 3.729682 3.697880 3.643110
## 2794 4.272727 4.181818 4.272727
## 1349 1.824248 1.927632 2.521617
## 1726.1 3.346939 3.285714 3.622449
## 1884.1 3.326087 3.389328 3.422925
## 1319 2.461538 2.615385 2.846154
## 112 4.198276 4.030172 4.245690
## 2419 3.875000 3.562500 3.812500
## 2176.1 4.543548 4.430876 4.339401
## 2685 3.875000 3.895833 4.020833
## 305 3.459507 3.524648 3.478873
## 3119 3.876640 3.811024 3.989501
## 1016 3.461538 3.500000 3.692308
## 616 3.716667 3.616667 3.833333
## 1877 3.634021 3.652062 3.768041
## 93.1 4.134483 4.131034 3.868966
## 2069 3.881679 3.683206 3.858779
## 436 3.836013 3.680064 3.842444
## 2227 3.780000 3.725714 3.885714
## 2764 3.993377 3.951987 3.945364
## 247 3.875000 3.750000 3.875000
## 1141 3.357143 3.464286 3.500000
## 2291 3.875000 3.791667 4.083333
## 1406 2.687500 2.750000 2.671875
## 2856 3.901316 3.868421 3.846491
## 1813 3.887640 3.785112 4.129213
## 803 4.113849 4.029571 4.104485
## 1920 4.095238 3.928571 4.357143
## 296 3.625000 3.729167 3.645833
## 2008 4.189189 4.063063 4.042793
## 2735 3.886218 3.834936 3.891026
## 1646 3.801370 3.866438 3.821918
## 2051 3.828502 3.739130 3.801932
## 2296 3.156250 3.265625 3.343750
## 3169.2 3.827869 3.814208 3.950820
## 1713.1 2.000000 2.000000 2.000000
## 2262 3.651775 3.635166 3.743414
## 766 3.333333 3.333333 3.333333
## 1408.1 1.355769 1.682692 1.471154
## 1622.2 3.787770 3.776978 3.827338
## 1105 3.789308 3.779874 3.864780
## 727 3.750000 3.583333 3.875000
## 22.1 4.000000 4.044118 4.000000
## 1853.1 3.879808 3.740385 3.812500
## 1056 2.505495 2.673077 2.758242
## 2379.1 3.574074 3.444444 3.666667
## 3036 3.564444 3.615556 3.731111
## 2369 4.202381 4.190476 4.166667
## 3023 4.051994 3.987179 4.146011
## 1269 3.950000 3.960000 4.093333
## 1075 3.505747 3.500000 3.666667
## 2979 4.246536 4.151848 4.319284
## 2888 3.391304 3.456522 3.282609
## 941 4.196662 4.134978 4.055878
## 335.2 4.092593 4.037037 4.092593
## 2480 4.245536 4.080357 4.209821
## 158.1 3.714286 3.428571 3.785714
## 2085 4.637931 4.293103 4.482759
## 2278 3.695122 3.609756 3.756098
## 2917.1 4.041850 3.925110 3.971366
## 625 2.509259 2.481481 2.509259
## 2923 4.122172 4.058824 4.124434
## 1209 3.170732 3.225610 3.417683
## 1529 4.200000 4.000000 4.300000
## 647 3.793333 3.660000 3.913333
## 645 3.902062 3.783505 3.912371
## 2502 4.284259 4.261771 4.083626
## 506 4.078947 3.960526 4.046053
## 1886 4.312500 4.218750 4.406250
## 1650 3.617816 3.635057 3.649425
## 1274 4.034130 3.918089 4.119454
## 2647 3.896552 3.758621 3.931034
## 119 3.486486 3.547297 3.540541
## 1586.2 3.640000 3.700000 3.740000
## 1113 3.043103 3.103448 3.400862
## 1267 3.818299 3.739691 4.030928
## 1545 3.378788 3.469697 3.545455
## 1715 1.900000 1.950000 1.800000
## 1271.1 3.737562 3.666667 3.990050
## 3141.1 4.195431 4.005076 4.192893
## 1264.1 2.777778 2.944444 3.111111
## 695.1 4.019002 3.980998 4.077197
## 80.1 3.741520 3.774084 3.607191
## 2007 3.515152 3.442235 3.587121
## 1314.1 3.321429 3.276786 3.500000
## 2944.1 4.000000 3.750000 3.500000
## 1177 3.636364 3.613636 3.818182
## 776 4.500000 4.000000 4.000000
## 1056.1 2.505495 2.673077 2.758242
## 489.1 3.708333 3.587719 3.900219
## 456 3.957447 3.872340 4.085106
## 2499 4.321786 4.177379 4.060935
## 2208 3.166667 3.333333 3.333333
## 1948 3.767442 3.765116 3.904651
## 1027.1 2.614726 2.726027 2.880993
## 1971.1 3.866071 3.866071 3.875000
## 1263.1 3.045455 3.136364 3.045455
## 97.2 3.604651 3.631783 3.635659
## 1132.1 3.452830 3.424528 3.641509
## 1813.1 3.887640 3.785112 4.129213
## 2404 3.852941 3.720588 3.882353
## 856 4.056604 4.018868 3.924528
## 186 3.909548 3.836683 3.919598
## 2301 3.704545 3.681818 3.818182
## 2087.1 4.500000 4.300000 4.500000
## 2849.1 3.833333 3.751852 3.788889
## 3169.3 3.827869 3.814208 3.950820
## 1864 3.731796 3.625000 3.922330
## 2562 4.093750 4.031250 4.156250
## 1293.1 3.602564 3.628205 3.794872
## 2270.1 3.704082 3.785714 3.775510
## 2049 3.738752 3.700290 3.770682
## 3120 4.000000 4.200000 3.933333
## 2096 4.367647 4.426471 4.367647
## 1736 3.704545 3.454545 3.477273
## 282 3.500000 3.500000 3.500000
## 1072 3.651235 3.675926 3.790123
## 3001 3.358974 3.474359 3.564103
## 2645 4.031250 3.718750 3.875000
## 45 4.127660 4.082651 4.016367
## 1221 2.807143 2.964286 3.064286
## 2123 4.142857 4.038095 4.109524
## 2616.1 3.680000 3.660000 3.740000
## 1808.1 4.053097 4.079646 4.174779
## 1824 4.057007 4.091449 4.223278
## 1725.1 3.800000 3.850000 3.975000
## 2015 4.132812 3.984375 4.039062
## 219 4.227778 4.245833 4.372222
## 1939 3.910145 3.902899 4.085507
## 614 3.832869 3.828691 3.816156
## 2352 3.930556 3.916667 3.738889
## 887.1 4.361111 4.194444 4.361111
## 804.1 4.190000 4.076000 4.168667
## 1939.1 3.910145 3.902899 4.085507
## 2636 3.142857 3.130952 3.119048
## 276.1 4.065217 4.086957 3.869565
## 2165.1 3.977273 3.965909 3.886364
## 1107 3.154545 3.213636 3.409091
## 1630.1 2.781250 3.031250 2.875000
## 1669 4.045455 4.136364 4.136364
## 1561.2 3.750000 3.850000 3.991667
## 958 4.222222 4.138889 4.027778
## 2795 4.168342 4.075377 4.036432
## 1479 3.555556 3.453704 3.500000
## 2388 3.943478 3.834783 3.904348
## 894 3.792148 3.672055 3.846420
## 192 3.433566 3.440559 3.744755
## 2457 3.884615 3.846154 3.923077
## 1694.2 3.309524 3.261905 3.392857
## 2503 3.891758 3.778022 3.852198
## 2159 3.531250 3.562500 3.570312
## 788 3.649573 3.542735 3.384615
## 2639 3.760000 3.720000 3.750000
## 1904 3.470000 3.540000 3.645000
## 579 2.838710 2.766129 3.072581
## 1901.1 3.761364 3.761364 3.965909
## 2155 4.175824 4.010989 4.093407
## 2152 3.586667 3.668333 3.568333
## 499.1 3.750000 3.562500 3.500000
## 3006 3.678571 3.750000 3.821429
## 3035.1 3.927184 3.949838 4.093851
## 1611 4.122047 3.883858 3.923228
## 1397 2.764151 2.952830 2.811321
## 2124.1 4.131313 4.075758 4.136364
## 1717.1 3.737500 3.475000 3.900000
## 1294 3.863636 3.852273 4.193182
## 3047 3.414692 3.533175 3.668246
## 1988 3.775939 3.732111 3.819767
## 470.1 3.550000 3.500000 3.550000
## 2451 3.958333 3.770833 4.020833
## 292 3.888158 4.000000 3.697368
## 767 2.250000 3.500000 3.250000
## 1022 2.642556 2.716292 3.089185
## 1937 3.904088 3.841195 4.139937
## 881 3.657407 3.620370 3.675926
## 375 4.067278 3.996177 3.970183
## 2222 3.798977 3.708333 3.867690
## 1133.1 3.306818 3.340909 3.454545
## 1094 3.412698 3.428571 3.555556
## 2754 3.928717 3.899185 3.815682
## 1596 4.170819 4.090747 4.009786
## 998 3.888889 3.944444 4.444444
## 2981.1 3.807229 3.744980 3.923025
## 2447 4.100000 3.987500 4.118750
## 2753 4.333333 4.416667 4.333333
## 1926.1 2.898194 2.965517 3.149425
## 1406.1 2.687500 2.750000 2.671875
## 1291.2 3.460526 3.414474 3.572368
## 2545 4.148148 4.240741 4.203704
## 266.1 3.612319 3.612319 3.389493
## 3059 2.881111 2.986667 3.185556
## 2223 3.895522 3.750000 3.917910
## 2110 3.891304 3.836957 3.880435
## 3 3.631300 3.600796 3.830239
## 1257 3.015152 3.212121 2.969697
## 1444 3.520833 3.576389 3.715278
## 365 3.838710 3.709677 3.806452
## 1420 3.084437 3.109272 3.238411
## 754.1 2.666667 2.757576 2.969697
## 805 4.216471 4.031765 4.219412
## 113 3.813765 3.803644 3.844130
## 2181 4.272334 4.041787 4.085014
## 2979.1 4.246536 4.151848 4.319284
## 375.1 4.067278 3.996177 3.970183
## 2575 4.375000 4.500000 4.125000
## 1626.1 3.513514 3.364865 3.581081
## 848.1 4.131148 4.032787 4.213115
## 2459 4.150000 3.900000 4.075000
## 1763 4.307018 4.114035 4.052632
## 948 4.321752 4.128399 4.262840
## 1441 3.852273 3.727273 3.875000
## 2893.2 3.734868 3.718421 3.669079
## 2369.1 4.202381 4.190476 4.166667
## 1061 2.750000 2.905000 2.960000
## 975.1 3.285714 3.285714 3.285714
## 977 3.333333 2.916667 3.250000
## 1792 4.115000 4.060000 4.020000
## 2575.1 4.375000 4.500000 4.125000
## 2883 3.714286 3.544643 3.607143
## 2754.1 3.928717 3.899185 3.815682
## 42 4.285942 4.231629 4.071885
## 2175 4.487145 4.368290 4.327921
## 2996 3.518519 3.629630 3.703704
## 2113 3.890244 3.768293 3.878049
## 786 3.286290 3.334677 3.310484
## 1552.1 3.151090 3.056075 3.323988
## 2378 3.699170 3.628631 3.796680
## 1063 3.565508 3.553476 3.719251
## 1739 3.428571 3.357143 3.571429
## 2479 4.000000 4.000000 4.300000
## 2890.1 3.775000 3.625000 3.775000
## 1393 2.185897 2.487179 2.391026
## 865.1 3.610568 3.647750 3.696673
## 137.1 3.824713 3.704023 4.000575
## 2059 3.882353 3.823529 3.911765
## 2547.2 3.885000 3.705000 3.735000
## 1244.1 1.909091 2.045455 1.977273
## 1187.1 2.778595 2.865196 2.980392
## 1907 4.412214 4.343511 4.534351
## 3041 3.890351 3.789474 3.947368
## 1590 3.500000 3.562500 3.312500
## 816 3.794534 3.781039 3.826248
## 764.1 3.166667 3.166667 3.500000
## 1964 4.107450 3.998567 3.838825
## 1394.1 2.361702 2.372340 2.382979
## 1719 3.500000 3.283784 3.648649
## 2326 3.725806 3.750000 3.766129
## 530 3.083333 3.250000 3.250000
## 2354 3.925856 3.914449 3.773764
## 1221.1 2.807143 2.964286 3.064286
## 1498 4.154762 3.892857 4.166667
## 3090 4.048387 4.064516 4.008065
## 1804.2 3.945415 3.804949 4.097525
## 2671 3.972222 4.180556 4.083333
## 616.1 3.716667 3.616667 3.833333
## 1116.1 3.411392 3.360759 3.512658
## 1624 3.844262 3.819672 3.827869
## 77 4.491071 4.410714 4.375000
## 592 4.553041 4.495050 4.514144
## 397.1 3.444444 3.500000 3.611111
## 4 4.205163 4.150815 4.005435
## 1438 3.831522 3.760870 3.847826
## 349 3.440860 3.473118 3.865591
## 662.2 3.500000 3.000000 3.500000
## 1902 3.441176 3.432773 3.655462
## 2765 3.805556 3.796296 3.870370
## 77.1 4.491071 4.410714 4.375000
## 2651 3.300000 3.100000 3.200000
## 2434 4.104680 4.013547 4.176108
## 913 3.473077 3.500000 3.611538
## 252 3.979951 3.892799 3.888707
## 612 3.895455 3.759091 3.850000
## 2593 3.919708 3.810219 3.839416
## 3166 3.468278 3.465257 3.528701
## 2264.1 3.530702 3.448830 3.719298
## 2876 3.791667 3.694444 3.740741
## 1542 3.710526 3.710526 3.894737
## 2993 3.527778 3.666667 3.680556
## 634.1 3.823755 3.800766 3.940613
## 1563 3.532258 3.491935 3.629032
## 2558 3.891753 3.762887 4.015464
## 1301.2 2.800000 2.900000 2.940000
## 2564 3.750000 3.250000 3.750000
## 2696 4.410979 4.473294 4.146390
## 119.1 3.486486 3.547297 3.540541
## 3196 3.902299 3.862069 3.879310
## 942.1 4.138258 4.062500 4.119318
## 3112.1 3.494732 3.559866 3.688697
## 1357 2.257778 2.386667 2.628889
## 94 3.971154 3.903846 3.855769
## 2922 4.242268 4.206186 4.213918
## 3087.1 3.817003 3.795389 3.585014
## 3190 4.004167 4.108333 3.920833
## 778 3.899598 3.796185 3.710843
## 2840.1 4.181319 4.102564 4.095238
## 1438.1 3.831522 3.760870 3.847826
## 1232 3.355422 3.463855 3.319277
## 1775 4.391414 3.914141 4.098485
## 2916 3.937500 3.861111 3.781250
## 1863 3.764407 3.705085 3.840678
## 3088 4.200000 4.040000 3.840000
## 1536 3.947761 3.768657 3.955224
## 864.2 4.142857 4.059524 4.047619
## 3014 3.283333 3.216667 3.366667
## 2184 4.206208 4.088692 4.069845
## 2799 4.125000 3.992325 3.989035
## 875 3.881944 3.791667 3.902778
## 468 3.956522 3.847826 3.978261
## 1407 1.846154 2.115385 2.115385
## 1252.1 2.500000 3.000000 2.500000
## 2681 3.845361 3.684536 3.906186
## 1745 3.240741 3.166667 3.407407
## 415.1 3.583333 3.500000 3.083333
## 2272.1 3.388489 3.388489 3.579137
## 1723 3.559211 3.421053 3.625000
## 1022.1 2.642556 2.716292 3.089185
## 2713.1 4.191176 4.262605 4.092437
## 742 4.060976 3.926829 3.890244
## 1412 1.438776 1.693878 1.612245
## 2609 4.333333 4.388889 4.444444
## 1789 3.972222 3.881944 3.972222
## 267.1 3.292135 3.373596 3.407303
## 2179 4.061060 3.996544 3.975806
## 299 4.000000 4.000000 2.750000
## 2745 3.977024 3.903720 3.908096
## 2623 3.797855 3.795380 4.027228
## 2831 3.969027 3.951327 3.915929
## 72 4.068493 3.876712 3.917808
## 1840 3.458730 3.457143 3.557143
## 3129.1 3.558140 3.639535 3.627907
## 265 4.120370 4.021164 4.039683
## 52 3.927586 3.881034 3.817241
## 2681.1 3.845361 3.684536 3.906186
## 1206.1 2.820144 2.902878 3.064748
## 2105.1 3.500000 3.500000 3.500000
## 2001 3.924242 3.881119 3.918415
## 6.2 4.192063 4.087302 4.230159
## 2509 4.000000 3.875000 4.000000
## 3181 4.190476 4.007937 4.134921
## 2685.1 3.875000 3.895833 4.020833
## 1124 3.580000 3.440000 3.580000
## 2727 3.945797 3.805577 3.936371
## 51 3.880000 3.843333 3.813333
## 816.1 3.794534 3.781039 3.826248
## 175.1 3.907895 3.868421 4.315789
## 897 3.939145 3.879934 4.098684
## 1148 3.185185 3.185185 3.351852
## 164.1 3.715909 3.761364 3.829545
## 862.1 3.550505 3.601010 3.565657
## 236.1 3.578947 3.631579 3.552632
## 3066 3.426471 3.470588 3.676471
## 2533 3.208451 3.194366 3.311268
## 2890.2 3.775000 3.625000 3.775000
## 2346 4.153707 3.993671 4.060579
## 2280 3.884615 3.846154 3.807692
## 1222 2.760000 2.840000 2.986667
## 2395.1 3.984211 3.863158 4.000000
## 4.1 4.205163 4.150815 4.005435
## 141.1 3.948161 3.829431 4.031773
## 2744 4.001965 3.932711 3.864440
## 1639 4.255464 4.096995 4.106557
## 1269.1 3.950000 3.960000 4.093333
## 2932 3.833333 3.708333 3.916667
## 1910 3.500000 3.500000 3.500000
## 1553.1 3.011236 2.983146 3.224719
## 841 4.264532 4.132020 4.177833
## 432 4.400000 4.000000 4.100000
## 1279 3.375000 3.625000 3.875000
## 1362 1.778302 1.867925 2.226415
## 2705.3 3.694444 3.666667 3.638889
## 258.1 3.925355 3.886256 3.616114
## 2468 4.089286 4.000940 4.095865
## 1885 3.615909 3.577273 3.747727
## 862.2 3.550505 3.601010 3.565657
## 2 4.024948 3.904366 4.034304
## 642 3.184524 3.363095 3.220238
## 281 3.447368 3.388158 3.157895
## 1989 4.050752 3.866541 4.062030
## 341.1 3.749014 3.655819 3.641519
## 3016 4.425038 4.283190 4.515901
## 368 3.523810 3.476190 3.523810
## 880.1 3.333333 3.352941 3.617647
## 518 3.914179 3.820896 3.869403
## 2447.1 4.100000 3.987500 4.118750
## 2401 3.125000 3.125000 3.375000
## 765 4.250000 4.250000 4.750000
## 733.1 2.939940 2.953453 2.980480
## 1372.1 3.068627 3.049020 3.343137
## 1 3.643863 3.556338 3.847082
## 2043 3.985714 3.800000 3.985714
## 1311 2.142857 2.420635 2.500000
## 2398.1 3.750000 3.691176 3.970588
## 1321 3.000000 3.000000 3.500000
## 546 4.333333 4.000000 4.333333
## 1519 3.451501 3.351039 3.632794
## 800.1 3.554545 3.627273 3.527273
## 926 4.630985 4.451326 4.590028
## 2123.1 4.142857 4.038095 4.109524
## 672 4.106183 4.108871 4.161290
## 2864 3.978947 3.821053 3.931579
## 2269 3.511905 3.500000 3.684524
## 1300 3.578125 3.567708 3.781250
## 2573 3.842857 3.614286 3.900000
## 1035 2.339879 2.409366 2.551360
## 366 3.791667 3.875000 3.916667
## 180 4.088235 4.047059 4.088235
## 727.1 3.750000 3.583333 3.875000
## 2017.1 4.337179 4.244872 4.188462
## 2400.1 3.600000 3.400000 3.800000
## 1057 2.625767 2.684049 2.815951
## 471 4.200000 4.000000 4.100000
## 2618 3.749386 3.715397 3.739148
## 1238 1.866667 2.000000 1.716667
## 3001.1 3.358974 3.474359 3.564103
## 2977 4.000000 3.458333 4.000000
## 3048 3.660714 3.732143 3.714286
## 174 3.581395 3.406977 3.697674
## 3116.1 3.750000 3.000000 3.750000
## 2136 3.857143 3.607143 3.785714
## 1606 4.044304 4.082278 4.000000
## 3050 3.495215 3.488038 3.667464
## 1927 3.684896 3.674479 3.927951
## 1539.1 3.633333 3.641667 3.741667
## 1375 2.047170 2.160377 2.254717
## 3109.1 4.111479 3.952539 4.069536
## 2279 3.617647 3.609244 3.647059
## 1740.1 3.722222 3.444444 3.777778
## 824.2 4.357656 4.163876 4.372010
## 1871 3.379261 3.532670 3.757102
## 2731 3.870279 3.770115 3.877668
## 2466 4.535714 4.142857 4.321429
## 2711.1 3.609425 3.507987 3.663738
## 791 3.486726 3.415929 3.473451
## 528 3.625000 3.916667 3.750000
## 524 3.687500 3.687500 3.837500
## 605 3.975000 3.916667 3.970833
## 776.1 4.500000 4.000000 4.000000
## 1171.1 3.916667 4.000000 4.166667
## 2055.1 3.662500 3.650000 3.625000
## 3158.1 3.843089 3.747561 3.810163
## 1675.1 4.250000 4.000000 4.125000
## 662.3 3.500000 3.000000 3.500000
## 1566 3.583333 3.458333 3.541667
## 590 4.197701 4.132184 4.116092
## 2424 4.097222 3.833333 4.083333
## 2132.1 4.100000 4.050000 4.050000
## 1519.1 3.451501 3.351039 3.632794
## 1225 2.952381 3.055556 3.333333
## 630 3.817241 3.868966 3.867241
## 1641 4.366883 4.237013 4.257576
## 1335 3.547170 3.462264 3.726415
## 68 4.349206 4.301587 4.198413
## 1632 4.104651 3.383721 3.906977
## 2965 3.447500 3.475000 3.522500
## 2864.1 3.978947 3.821053 3.931579
## 1614 3.515060 3.593373 3.683735
## 2716.1 4.408088 4.176471 4.316176
## 2765.1 3.805556 3.796296 3.870370
## 105 3.720906 3.635427 3.774974
## 2418 3.166667 3.166667 3.133333
## 533 4.000000 4.166667 4.333333
## 2656.1 3.130435 3.391304 3.195652
## 97.3 3.604651 3.631783 3.635659
## 2154 3.957447 3.835106 3.803191
## 2565.1 4.220000 4.140000 4.150000
## 2708 4.281768 4.236188 4.180249
## 3017.1 4.040576 3.957461 4.145288
## 1918 3.529851 3.522388 3.686567
## 950 4.245399 4.130368 4.142638
## 1689 2.500000 3.000000 3.000000
## 1372.2 3.068627 3.049020 3.343137
## 411 3.684211 3.500000 3.631579
## 848.2 4.131148 4.032787 4.213115
## 1001 3.866379 3.905172 4.081897
## 483 3.685185 3.552707 3.801994
## 1513 4.125000 4.125000 3.875000
## 2011 3.209402 2.940171 3.316239
## 871.1 3.807229 3.761044 3.845382
## 654.1 3.930556 3.736111 3.888889
## 2150.2 3.500675 3.424426 3.572200
## 437 3.627778 3.694444 3.666667
## 1724 3.600000 3.433333 3.733333
## 1613.1 3.922559 3.824916 3.781145
## 259 4.299220 4.260234 4.230019
## 3013 4.090909 3.909091 4.181818
## 816.2 3.794534 3.781039 3.826248
## 754.2 2.666667 2.757576 2.969697
## 2489.1 3.504950 3.640264 3.501650
## 746 3.625000 3.625000 3.687500
## 461 3.576923 3.634615 3.711538
## 1643 3.912821 3.930769 3.905128
## 1074 3.921965 3.815029 3.956647
## 1394.2 2.361702 2.372340 2.382979
## 2349 4.196667 4.196667 4.120000
## 2614 3.428571 3.214286 3.642857
## 2882.2 3.875000 3.723214 3.946429
## 1048 2.978788 2.960606 3.275758
## 1156.1 3.306723 3.186975 3.357143
## 1538 3.642857 3.642857 3.607143
## 2767 3.577465 3.546948 3.544601
## 528.1 3.625000 3.916667 3.750000
## 901 3.628571 3.714286 3.728571
## 1152.1 4.000000 4.166667 4.333333
## 568 3.500000 3.500000 3.500000
## 2964 3.000000 4.500000 3.500000
## 1228 2.684593 2.915698 2.763081
## 1334 3.952381 4.095238 4.095238
## 1252.2 2.500000 3.000000 2.500000
## 2828 4.148770 4.016779 3.864653
## 913.1 3.473077 3.500000 3.611538
## 1833 3.591270 3.619048 3.773810
## 723 3.782759 3.713793 3.848276
## 1858 3.718164 3.688549 3.880553
## 2548.1 3.809524 3.583333 3.738095
## 2320 3.767628 3.762821 3.469551
## 2207 3.968085 3.898936 3.835106
## 376 3.794248 3.734513 3.785398
## 1613.2 3.922559 3.824916 3.781145
## 133.1 3.964646 3.863636 3.984848
## 2953 3.881607 3.806554 4.131078
## 1591 3.250000 3.250000 3.000000
## 3136 4.473934 4.283768 4.296801
## 3159 3.937139 3.850434 3.876445
## 442 3.727987 3.718553 3.611635
## 1488 3.386364 3.495455 3.459091
## 2413 4.200000 4.075000 4.125000
## 2373 4.250000 4.250000 4.250000
## 1465 3.267081 3.279503 3.456522
## 2467 3.974006 3.892966 3.915902
## 1278 3.630000 3.580000 3.840000
## 2800 4.168675 4.070783 4.034639
## 3141.2 4.195431 4.005076 4.192893
## 2200.1 4.084615 4.130769 4.061538
## 1886.1 4.312500 4.218750 4.406250
## 1079 3.794574 3.771318 3.922481
## 1033.1 1.942308 2.115385 2.339161
## 19 4.000000 4.000000 4.500000
## 2816.1 4.195000 4.067500 4.025000
## 1844 3.850000 3.687500 3.850000
## 264 3.678082 3.568493 3.643836
## 1302.2 4.272727 4.068182 4.340909
## 2513.1 4.360000 4.310000 4.172500
## 1219.2 2.949153 2.898305 3.177966
## 696 4.500000 4.000000 4.000000
## 1079.1 3.794574 3.771318 3.922481
## 3188.2 4.133690 4.080214 4.090909
## 1294.1 3.863636 3.852273 4.193182
## 1983 3.521499 3.455160 3.431204
## 129 3.959350 3.898374 4.052846
## 2042 4.340909 4.204545 4.181818
## 1987 4.533708 4.359551 4.471910
## 221.1 3.726804 3.680412 3.812715
## 3051 3.818519 3.722222 4.001852
## 1965 4.157895 4.065015 4.037152
## 352 3.667742 3.683871 3.719355
## 273 3.906250 3.898438 3.895833
## 688 3.813456 3.827217 3.909786
## 1656 4.309524 4.214286 4.166667
## 1284 3.403846 3.576923 3.653846
## 2304 4.666667 4.666667 4.666667
## 1195.1 2.769470 2.875389 3.038941
## 2075 4.000000 3.500000 4.250000
## 2700 4.288401 4.146290 4.176071
## 1320 2.562500 2.500000 2.625000
## 760 3.000000 3.000000 3.000000
## 343 3.847222 3.819444 3.875000
## 2891 3.742424 3.681818 3.848485
## 1097.1 2.922465 2.959245 3.172962
## 3194 3.790000 3.760000 3.730000
## 1346.1 2.337691 2.319172 2.704793
## 2197 3.621514 3.663347 3.525896
## 2094 4.194737 4.073684 4.152632
## 2513.2 4.360000 4.310000 4.172500
## 1762 3.700000 3.800000 3.800000
## 2599 4.045455 3.886364 4.136364
## 1680 4.500000 4.166667 4.166667
## 2484 3.972973 3.756757 4.000000
## 1926.2 2.898194 2.965517 3.149425
## 2806.1 4.301394 4.165505 4.228223
## 777 3.792394 3.723308 3.561410
## 2332 3.204545 3.295455 3.295455
## 2691.2 3.990385 3.961538 4.038462
## 1042 1.500000 2.250000 2.000000
## 1609.1 4.184739 4.104418 4.122490
## 2793 3.977679 3.906250 3.967634
## 1260 2.714286 3.035714 2.821429
## 2777 4.364190 4.244715 4.232543
## 1594 3.987265 3.877076 3.843854
## 1965.1 4.157895 4.065015 4.037152
## 2150.3 3.500675 3.424426 3.572200
## 63 4.004673 3.929907 3.847352
## 1558 3.570175 3.535088 3.714912
## 2018.1 3.835052 3.757732 3.747423
## 223.1 3.924171 3.907583 4.004739
## 1220 2.705556 2.888889 2.955556
## 1980 3.807692 3.769231 3.961538
## 1841 3.469880 3.463855 3.584337
## 893 4.133333 4.057895 4.012281
## 1702 2.500000 2.800000 2.400000
## 1023.2 2.733753 2.814465 3.088050
## 2678 4.193548 4.064516 4.161290
## 2535 4.290881 4.083333 4.227987
## 2650 3.791045 3.619403 3.820896
## 3033.1 3.122500 3.280833 3.362500
## 2724 4.149644 4.080760 4.070071
## 2207.1 3.968085 3.898936 3.835106
## 2291.1 3.875000 3.791667 4.083333
## 1812 3.947967 3.836585 4.186179
## 1169 2.810000 2.780000 2.860000
## 1556.1 3.594937 3.639241 3.737342
## 2267.1 3.788265 3.711735 3.997449
## 920 3.944444 3.833333 4.000000
## 762 3.750000 3.333333 3.916667
## 2117.1 3.571429 3.464286 3.535714
## 1924 4.124799 4.011809 4.242083
## 2663.1 4.057325 3.972930 4.109873
## 3177.2 3.837165 3.754789 3.798851
## 1812.1 3.947967 3.836585 4.186179
## 2624.1 3.525485 3.384709 3.598301
## 152 3.650000 3.850000 3.800000
## 2450 4.291429 4.071429 4.134286
## 3123 3.324561 3.396491 3.563158
## 379.1 4.050000 4.150000 4.116667
## 1702.1 2.500000 2.800000 2.400000
## 109 3.633929 3.712798 3.764881
## 2680 3.858796 3.893519 3.814815
## 3011 3.175000 3.125000 3.225000
## 2421 3.909091 3.590909 3.840909
## 2351 3.850136 3.717984 3.788828
## 1518.1 3.890647 3.784173 4.038849
## 854 3.880952 3.869048 3.869048
## 1520 3.500000 3.733333 3.566667
## 435 3.382278 3.289873 3.418987
## 2626 3.760417 3.621528 3.809028
## 2406 4.216418 4.126866 4.130597
## 1938 3.671053 3.710526 3.868421
## 897.1 3.939145 3.879934 4.098684
## 2724.1 4.149644 4.080760 4.070071
## 382 4.035714 3.946429 4.023810
## 3057.1 3.854037 3.819876 4.021739
## 1461 3.308204 3.436807 3.544346
## 1236.1 3.689873 3.702532 3.683544
## 1188 3.136867 3.144778 3.303006
## 2125 3.761905 3.642857 3.761905
## 1109 3.336957 3.434783 3.445652
## 2041 3.855072 3.775362 3.971014
## 1501 3.666667 3.625000 3.875000
## 1721 3.652439 3.451220 3.762195
## 2675 4.212166 4.132047 4.151335
## 301.1 4.375000 4.000000 4.000000
## 2815 4.078767 3.996575 4.010274
## 2721 3.744745 3.678679 3.780781
## 3112.2 3.494732 3.559866 3.688697
## 2639.1 3.760000 3.720000 3.750000
## 18 3.734568 3.709877 3.820988
## 3044 4.500000 4.500000 4.388889
## 412.1 4.076923 3.961538 3.576923
## 117.2 3.805147 3.698529 3.878676
## 1048.1 2.978788 2.960606 3.275758
## 1332 3.905660 3.827044 3.993711
## 3086 4.019737 3.898026 3.845395
## 2642.1 3.755556 3.683333 3.850000
## 2136.1 3.857143 3.607143 3.785714
## 3176 3.811594 3.818841 3.829710
## 2836 3.644970 3.600592 3.723373
## 2920 4.054585 3.993450 4.010917
## 3034.1 3.605882 3.538235 3.835294
## 2527 3.748790 3.582661 3.751613
## 565 3.672727 3.763636 3.809091
## 1089 3.125000 3.339286 3.446429
## 2372.1 3.777180 3.774194 3.906810How different are they?
# Calculate summary statistics for each subsample in 'samples'
summary_stats <- lapply(samples, function(df) {
# Summary statistics for numeric columns (columns 3-6)
numeric_stats <- df[, 3:6] %>% summary()
# Summary statistics for categorical columns (columns 1-2)
categorical_stats <- df[, 1:2] %>% summary()
stats <- list(Numeric = numeric_stats, Categorical = categorical_stats)
return(stats)
})
# Compare the summary statistics of each subsample
for (i in 1:num_samples) {
cat(paste("Summary statistics for Subsample", i, ":\n"))
print(summary_stats[[i]])
cat("\n")
}## Summary statistics for Subsample 1 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :1.571 Min. :1.214 Min. :1.286 Min. :1.136
## 1st Qu.:3.598 1st Qu.:3.500 1st Qu.:3.466 1st Qu.:3.569
## Median :3.816 Median :3.783 Median :3.734 Median :3.836
## Mean :3.755 Mean :3.703 Mean :3.666 Mean :3.753
## 3rd Qu.:4.013 3rd Qu.:4.020 3rd Qu.:3.967 3rd Qu.:4.037
## Max. :4.625 Max. :5.000 Max. :5.000 Max. :4.750
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character
##
##
## Summary statistics for Subsample 2 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :1.636 Min. :1.318 Min. :1.409 Min. :1.136
## 1st Qu.:3.591 1st Qu.:3.500 1st Qu.:3.471 1st Qu.:3.580
## Median :3.833 Median :3.790 Median :3.745 Median :3.833
## Mean :3.754 Mean :3.701 Mean :3.660 Mean :3.743
## 3rd Qu.:4.000 3rd Qu.:4.031 3rd Qu.:3.966 3rd Qu.:4.027
## Max. :4.667 Max. :4.875 Max. :4.750 Max. :5.000
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character
##
##
## Summary statistics for Subsample 3 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :1.571 Min. :1.214 Min. :1.286 Min. :1.136
## 1st Qu.:3.603 1st Qu.:3.485 1st Qu.:3.450 1st Qu.:3.554
## Median :3.818 Median :3.777 Median :3.732 Median :3.826
## Mean :3.732 Mean :3.684 Mean :3.637 Mean :3.734
## 3rd Qu.:4.000 3rd Qu.:4.024 3rd Qu.:3.946 3rd Qu.:4.032
## Max. :4.667 Max. :4.923 Max. :4.750 Max. :5.000
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character
##
##
## Summary statistics for Subsample 4 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :1.571 Min. :1.214 Min. :1.286 Min. :1.612
## 1st Qu.:3.590 1st Qu.:3.477 1st Qu.:3.452 1st Qu.:3.537
## Median :3.817 Median :3.773 Median :3.729 Median :3.818
## Mean :3.739 Mean :3.678 Mean :3.644 Mean :3.727
## 3rd Qu.:4.000 3rd Qu.:4.031 3rd Qu.:3.972 3rd Qu.:4.028
## Max. :4.644 Max. :4.923 Max. :4.667 Max. :4.808
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character
##
##
## Summary statistics for Subsample 5 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :1.828 Min. :1.695 Min. :1.803 Min. :1.717
## 1st Qu.:3.608 1st Qu.:3.496 1st Qu.:3.455 1st Qu.:3.545
## Median :3.824 Median :3.788 Median :3.735 Median :3.826
## Mean :3.767 Mean :3.717 Mean :3.671 Mean :3.754
## 3rd Qu.:4.008 3rd Qu.:4.036 3rd Qu.:3.971 3rd Qu.:4.030
## Max. :4.667 Max. :4.875 Max. :5.000 Max. :5.000
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character
##
##
## Summary statistics for Subsample 6 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :1.844 Min. :1.356 Min. :1.683 Min. :1.471
## 1st Qu.:3.612 1st Qu.:3.500 1st Qu.:3.455 1st Qu.:3.566
## Median :3.834 Median :3.800 Median :3.749 Median :3.829
## Mean :3.755 Mean :3.698 Mean :3.657 Mean :3.744
## 3rd Qu.:4.015 3rd Qu.:4.030 3rd Qu.:3.974 3rd Qu.:4.037
## Max. :4.667 Max. :5.000 Max. :4.750 Max. :5.000
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character
##
##
## Summary statistics for Subsample 7 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :1.636 Min. :1.318 Min. :1.409 Min. :1.136
## 1st Qu.:3.607 1st Qu.:3.500 1st Qu.:3.475 1st Qu.:3.565
## Median :3.826 Median :3.788 Median :3.736 Median :3.829
## Mean :3.748 Mean :3.696 Mean :3.654 Mean :3.743
## 3rd Qu.:4.000 3rd Qu.:4.006 3rd Qu.:3.953 3rd Qu.:4.034
## Max. :4.667 Max. :4.923 Max. :4.750 Max. :5.000
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character
##
##
## Summary statistics for Subsample 8 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :1.636 Min. :1.318 Min. :1.409 Min. :1.136
## 1st Qu.:3.605 1st Qu.:3.500 1st Qu.:3.466 1st Qu.:3.577
## Median :3.854 Median :3.786 Median :3.741 Median :3.822
## Mean :3.758 Mean :3.704 Mean :3.663 Mean :3.747
## 3rd Qu.:4.010 3rd Qu.:4.033 3rd Qu.:3.960 3rd Qu.:4.021
## Max. :4.667 Max. :4.750 Max. :5.000 Max. :4.750
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character
##
##
## Summary statistics for Subsample 9 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :1.828 Min. :1.356 Min. :1.683 Min. :1.471
## 1st Qu.:3.629 1st Qu.:3.500 1st Qu.:3.500 1st Qu.:3.583
## Median :3.833 Median :3.800 Median :3.750 Median :3.840
## Mean :3.775 Mean :3.714 Mean :3.673 Mean :3.761
## 3rd Qu.:4.026 3rd Qu.:4.039 3rd Qu.:3.993 3rd Qu.:4.050
## Max. :4.667 Max. :5.000 Max. :5.000 Max. :4.700
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character
##
##
## Summary statistics for Subsample 10 :
## $Numeric
## review_appearance review_taste review_palate review_overall
## Min. :2.131 Min. :1.356 Min. :1.683 Min. :1.471
## 1st Qu.:3.591 1st Qu.:3.495 1st Qu.:3.463 1st Qu.:3.549
## Median :3.833 Median :3.807 Median :3.750 Median :3.833
## Mean :3.754 Mean :3.704 Mean :3.659 Mean :3.743
## 3rd Qu.:4.000 3rd Qu.:4.045 3rd Qu.:3.960 3rd Qu.:4.038
## Max. :4.667 Max. :4.750 Max. :4.667 Max. :4.750
##
## $Categorical
## Name Style
## Length:1598 Length:1598
## Class :character Class :character
## Mode :character Mode :character# Identify potential anomalies (outliers) in each subsample
anomalies <- lapply(samples, function(df) {
numeric_outliers <- lapply(df[, 3:6], function(col) {
q1 <- quantile(col, 0.25)
q3 <- quantile(col, 0.75)
iqr <- q3 - q1
lower_bound <- q1 - 1.5 * iqr
upper_bound <- q3 + 1.5 * iqr
outliers <- col[col < lower_bound | col > upper_bound]
return(outliers)
})
numeric_outliers_combined <- unlist(numeric_outliers)
rows_with_outliers <- rownames(df)[apply(df[, 3:6], 1, function(row) any(row %in% numeric_outliers_combined))]
rows_with_missing_categorical <- rownames(df[apply(df[, 1:2], 1, function(row) any(is.na(row))), ])
anomalies_info <- list(Outliers = numeric_outliers_combined, MissingCategorical = rows_with_missing_categorical, RowsWithOutliers = rows_with_outliers)
return(anomalies_info)
})
for (i in 1:num_samples) {
cat(paste("Potential anomalies in Subsample", i, ":\n"))
print(anomalies[[i]])
cat("\n")
}## Potential anomalies in Subsample 1 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3 review_appearance4
## 2.941176 2.750000 2.820000 2.516476
## review_appearance5 review_appearance6 review_appearance7 review_appearance8
## 2.500000 2.791139 2.583333 2.705882
## review_appearance9 review_appearance10 review_appearance11 review_appearance12
## 2.821429 2.790000 2.437500 2.874408
## review_appearance13 review_appearance14 review_appearance15 review_appearance16
## 2.961240 2.661355 2.379147 2.523810
## review_appearance17 review_appearance18 review_appearance19 review_appearance20
## 1.636364 2.919003 2.750000 2.928571
## review_appearance21 review_appearance22 review_appearance23 review_appearance24
## 2.811475 2.604938 2.968750 2.846154
## review_appearance25 review_appearance26 review_appearance27 review_appearance28
## 2.772727 2.789157 2.928571 1.571429
## review_appearance29 review_appearance30 review_appearance31 review_appearance32
## 2.810345 2.705882 2.583333 2.535211
## review_appearance33 review_appearance34 review_appearance35 review_appearance36
## 2.968750 2.830275 2.011521 2.893333
## review_appearance37 review_appearance38 review_appearance39 review_appearance40
## 2.909524 2.723404 1.827916 2.357143
## review_appearance41 review_appearance42 review_appearance43 review_appearance44
## 2.458333 2.350575 2.864943 2.500000
## review_appearance45 review_appearance46 review_appearance47 review_appearance48
## 2.379147 2.750000 2.750000 2.661355
## review_appearance49 review_appearance50 review_appearance51 review_appearance52
## 2.875000 2.250000 2.500000 2.705882
## review_appearance53 review_appearance54 review_appearance55 review_appearance56
## 2.937500 2.900000 2.870968 2.798969
## review_appearance57 review_appearance58 review_appearance59 review_appearance60
## 2.500000 2.812883 2.661290 2.961240
## review_appearance61 review_appearance62 review_appearance63 review_appearance64
## 2.941176 2.577236 2.500000 2.489209
## review_appearance65 review_appearance66 review_appearance67 review_appearance68
## 2.187050 2.379147 2.500000 2.245283
## review_appearance69 review_appearance70 review_appearance71 review_appearance72
## 2.941176 2.846939 2.772727 2.864865
## review_appearance73 review_appearance74 review_appearance75 review_appearance76
## 2.701493 2.722222 2.136364 2.928571
## review_appearance77 review_appearance78 review_taste1 review_taste2
## 2.500000 2.576923 2.338235 1.500000
## review_taste3 review_taste4 review_taste5 review_taste6
## 2.700000 2.400000 2.420309 1.800000
## review_taste7 review_taste8 review_taste9 review_taste10
## 2.487342 1.866667 2.323529 2.464286
## review_taste11 review_taste12 review_taste13 review_taste14
## 2.203125 2.671801 2.525896 2.700000
## review_taste15 review_taste16 review_taste17 review_taste18
## 2.004739 2.687500 2.500000 2.142857
## review_taste19 review_taste20 review_taste21 review_taste22
## 1.318182 2.714286 2.254386 2.639344
## review_taste23 review_taste24 review_taste25 review_taste26
## 2.500000 2.666667 2.625000 2.500000
## review_taste27 review_taste28 review_taste29 review_taste30
## 2.019231 2.578947 2.714286 1.214286
## review_taste31 review_taste32 review_taste33 review_taste34
## 2.034483 2.426471 2.666667 2.183099
## review_taste35 review_taste36 review_taste37 review_taste38
## 2.312500 2.625000 2.568807 2.625000
## review_taste39 review_taste40 review_taste41 review_taste42
## 1.828725 2.500000 2.500000 2.254386
## review_taste43 review_taste44 review_taste45 review_taste46
## 2.361702 1.695029 2.214286 2.355392
## review_taste47 review_taste48 review_taste49 review_taste50
## 2.550955 2.224138 2.687500 2.004739
## review_taste51 review_taste52 review_taste53 review_taste54
## 2.250000 2.111111 2.525896 2.700000
## review_taste55 review_taste56 review_taste57 review_taste58
## 2.375000 2.500000 2.500000 2.323529
## review_taste59 review_taste60 review_taste61 review_taste62
## 2.705556 2.354839 2.500000 2.625767
## review_taste63 review_taste64 review_taste65 review_taste66
## 2.387097 2.338235 2.459350 2.714286
## review_taste67 review_taste68 review_taste69 review_taste70
## 2.500000 2.287770 1.985612 2.004739
## review_taste71 review_taste72 review_taste73 review_taste74
## 2.700000 2.333333 2.047170 2.338235
## review_taste75 review_taste76 review_taste77 review_taste78
## 2.578947 2.561224 2.621622 2.500000
## review_taste79 review_taste80 review_taste81 review_taste82
## 2.427861 1.942308 2.714286 2.714286
## review_taste83 review_taste84 review_taste85 review_taste86
## 2.636364 5.000000 1.846154 2.583333
## review_palate1 review_palate2 review_palate3 review_palate4
## 2.372549 2.250000 2.560000 2.600000
## review_palate5 review_palate6 review_palate7 review_palate8
## 2.473100 1.900000 2.635443 2.000000
## review_palate9 review_palate10 review_palate11 review_palate12
## 2.500000 2.571429 2.218750 2.600000
## review_palate13 review_palate14 review_palate15 review_palate16
## 5.000000 2.600000 2.154028 2.420635
## review_palate17 review_palate18 review_palate19 review_palate20
## 1.409091 2.517544 2.623457 2.593750
## review_palate21 review_palate22 review_palate23 review_palate24
## 2.057692 2.526316 1.285714 2.362069
## review_palate25 review_palate26 review_palate27 review_palate28
## 2.441176 2.458333 2.387324 2.375000
## review_palate29 review_palate30 review_palate31 review_palate32
## 2.637615 1.948541 2.517544 2.372340
## review_palate33 review_palate34 review_palate35 review_palate36
## 1.803059 1.928571 2.367647 2.713376
## review_palate37 review_palate38 review_palate39 review_palate40
## 2.281609 2.154028 2.375000 2.277778
## review_palate41 review_palate42 review_palate43 review_palate44
## 2.642857 2.600000 2.500000 2.666667
## review_palate45 review_palate46 review_palate47 review_palate48
## 2.500000 2.483871 2.666667 2.684049
## review_palate49 review_palate50 review_palate51 review_palate52
## 2.612903 2.372549 2.575203 2.666667
## review_palate53 review_palate54 review_palate55 review_palate56
## 2.348921 2.079137 2.154028 2.600000
## review_palate57 review_palate58 review_palate59 review_palate60
## 2.500000 2.160377 2.372549 2.526316
## review_palate61 review_palate62 review_palate63 review_palate64
## 2.693878 2.581081 2.475124 2.115385
## review_palate65 review_palate66 review_overall1 review_overall2
## 2.115385 2.638889 2.441176 2.000000
## review_overall3 review_overall4 review_overall5 review_overall6
## 2.826087 2.200000 1.800000 2.500000
## review_overall7 review_overall8 review_overall9 review_overall10
## 2.854430 1.716667 2.352941 2.578125
## review_overall11 review_overall12 review_overall13 review_overall14
## 2.433333 2.500000 2.601896 2.671875
## review_overall15 review_overall16 review_overall17 review_overall18
## 2.500000 1.136364 2.412281 2.803279
## review_overall19 review_overall20 review_overall21 review_overall22
## 2.750000 1.884615 2.552632 2.750000
## review_overall23 review_overall24 review_overall25 review_overall26
## 1.857143 2.379310 2.455882 2.401408
## review_overall27 review_overall28 review_overall29 review_overall30
## 2.777778 2.500000 2.750000 2.794444
## review_overall31 review_overall32 review_overall33 review_overall34
## 2.862385 2.750000 2.583333 2.422043
## review_overall35 review_overall36 review_overall37 review_overall38
## 2.853896 2.412281 2.382979 2.159656
## review_overall39 review_overall40 review_overall41 review_overall42
## 2.357143 2.767857 2.708333 2.541401
## review_overall43 review_overall44 review_overall45 review_overall46
## 2.660920 2.671875 2.500000 2.601896
## review_overall47 review_overall48 review_overall49 review_overall50
## 2.833333 2.333333 2.750000 2.500000
## review_overall51 review_overall52 review_overall53 review_overall54
## 2.333333 2.352941 2.322581 4.750000
## review_overall55 review_overall56 review_overall57 review_overall58
## 2.333333 2.815951 2.580645 2.441176
## review_overall59 review_overall60 review_overall61 review_overall62
## 2.666667 2.821429 2.333333 2.528777
## review_overall63 review_overall64 review_overall65 review_overall66
## 2.736842 2.334532 2.601896 2.333333
## review_overall67 review_overall68 review_overall69 review_overall70
## 2.254717 2.441176 2.736842 2.642857
## review_overall71 review_overall72 review_overall73 review_overall74
## 2.552632 2.622449 2.824324 2.500000
## review_overall75 review_overall76 review_overall77 review_overall78
## 2.811321 2.339161 2.821429 2.428571
## review_overall79 review_overall80
## 2.727273 2.115385
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "1685" "1042" "1413" "1250" "1251" "1017" "1416" "763"
## [9] "1029" "1238" "1258" "1248" "1383" "1382" "1365" "1308"
## [17] "968" "1313" "1671" "2596" "193" "1698" "1368" "1690"
## [25] "1237" "1311" "557" "1195" "3116" "1582" "1688" "2970"
## [33] "1704" "1301" "1371" "1390" "664" "1410" "1183" "1384"
## [41] "299" "1038" "1582.1" "759" "3128" "1693" "1708" "1391"
## [49] "1316" "1701" "1261" "1227" "1218" "559" "1262" "1344"
## [57] "801" "1704.1" "1310" "2157" "1688.1" "714" "1394" "1347"
## [65] "1322" "1401" "1358" "1084" "1364" "1045" "1406" "763.1"
## [73] "1368.1" "978" "1323" "1709" "1380" "1746" "299.1" "280"
## [81] "974" "193.1" "1698.1" "1369" "756" "1352" "664.1" "1248.1"
## [89] "966" "1220" "1240" "765" "1053" "1352.1" "1057" "1696"
## [97] "1313.1" "1685.1" "1387" "1260" "1352.2" "1684" "1695" "1044"
## [105] "1368.2" "417" "1698.2" "1707" "1375" "1685.2" "1178" "2469"
## [113] "1061" "1695.1" "542" "1183.1" "905" "1396" "1384.1" "1399"
## [121] "1061.1" "1252" "1359" "1754" "1397" "1033" "1239" "748"
## [129] "1582.2" "3077" "1139" "2520" "1407" "757"
##
##
## Potential anomalies in Subsample 2 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3 review_appearance4
## 2.960993 2.163265 2.291058 2.814516
## review_appearance5 review_appearance6 review_appearance7 review_appearance8
## 2.661290 4.666667 2.789157 2.701493
## review_appearance9 review_appearance10 review_appearance11 review_appearance12
## 2.790000 2.163265 2.810345 4.644231
## review_appearance13 review_appearance14 review_appearance15 review_appearance16
## 1.636364 2.642857 2.750000 2.900000
## review_appearance17 review_appearance18 review_appearance19 review_appearance20
## 2.921569 2.815476 2.732990 2.834538
## review_appearance21 review_appearance22 review_appearance23 review_appearance24
## 2.968750 2.500000 2.349815 2.976344
## review_appearance25 review_appearance26 review_appearance27 review_appearance28
## 2.437500 2.523810 2.661355 2.901370
## review_appearance29 review_appearance30 review_appearance31 review_appearance32
## 2.393082 2.818182 2.067568 2.597143
## review_appearance33 review_appearance34 review_appearance35 review_appearance36
## 2.577236 1.636364 2.790000 2.912162
## review_appearance37 review_appearance38 review_appearance39 review_appearance40
## 2.150000 2.437500 4.625000 2.577236
## review_appearance41 review_appearance42 review_appearance43 review_appearance44
## 1.936798 2.864865 2.752174 2.937500
## review_appearance45 review_appearance46 review_appearance47 review_appearance48
## 2.661290 4.625000 4.644231 2.790000
## review_appearance49 review_appearance50 review_appearance51 review_appearance52
## 2.500000 2.401961 2.349815 2.772727
## review_appearance53 review_appearance54 review_appearance55 review_appearance56
## 2.358974 2.067568 2.859375 2.262821
## review_appearance57 review_appearance58 review_appearance59 review_appearance60
## 2.874408 2.864865 2.757862 2.500000
## review_appearance61 review_appearance62 review_appearance63 review_appearance64
## 2.872024 4.644231 2.893333 2.350575
## review_appearance65 review_appearance66 review_appearance67 review_appearance68
## 2.875000 2.490937 2.393082 2.709677
## review_appearance69 review_appearance70 review_appearance71 review_appearance72
## 2.923077 2.946078 2.937500 2.923077
## review_appearance73 review_appearance74 review_appearance75 review_appearance76
## 2.750000 2.750000 2.431818 4.644231
## review_appearance77 review_appearance78 review_appearance79 review_appearance80
## 4.666667 2.067568 2.221154 2.934075
## review_appearance81 review_appearance82 review_appearance83 review_appearance84
## 2.750000 2.742424 2.975000 2.500000
## review_appearance85 review_appearance86 review_appearance87 review_appearance88
## 2.516476 2.905882 4.644231 2.604938
## review_appearance89 review_taste1 review_taste2 review_taste3
## 2.379147 1.438776 2.187500 2.209677
## review_taste4 review_taste5 review_taste6 review_taste7
## 1.928571 2.427861 1.438776 2.034483
## review_taste8 review_taste9 review_taste10 review_taste11
## 1.318182 2.285714 2.500000 2.500000
## review_taste12 review_taste13 review_taste14 review_taste15
## 2.500000 2.591753 2.500000 2.625000
## review_taste16 review_taste17 review_taste18 review_taste19
## 2.166667 2.208872 2.203125 2.142857
## review_taste20 review_taste21 review_taste22 review_taste23
## 2.525896 2.620690 2.216981 1.909091
## review_taste24 review_taste25 review_taste26 review_taste27
## 1.837838 2.268571 2.459350 1.928571
## review_taste28 review_taste29 review_taste30 review_taste31
## 1.318182 1.900000 2.203125 2.625000
## review_taste32 review_taste33 review_taste34 review_taste35
## 2.459350 1.862360 2.676724 2.621622
## review_taste36 review_taste37 review_taste38 review_taste39
## 2.454348 2.209677 4.875000 2.500000
## review_taste40 review_taste41 review_taste42 review_taste43
## 2.625000 2.337691 2.208872 2.500000
## review_taste44 review_taste45 review_taste46 review_taste47
## 2.333333 2.550955 2.625000 2.684593
## review_taste48 review_taste49 review_taste50 review_taste51
## 1.837838 2.500000 2.528646 2.134615
## review_taste52 review_taste53 review_taste54 review_taste55
## 2.671801 2.621622 2.676923 2.500000
## review_taste56 review_taste57 review_taste58 review_taste59
## 2.500000 2.540675 2.224138 2.625000
## review_taste60 review_taste61 review_taste62 review_taste63
## 2.000000 2.339879 2.216981 2.306452
## review_taste64 review_taste65 review_taste66 review_taste67
## 2.475490 2.468750 1.500000 1.500000
## review_taste68 review_taste69 review_taste70 review_taste71
## 2.462963 1.772727 1.837838 1.355769
## review_taste72 review_taste73 review_taste74 review_taste75
## 2.614726 1.500000 2.333333 2.181818
## review_taste76 review_taste77 review_taste78 review_taste79
## 2.558333 2.420309 2.500000 2.333333
## review_taste80 review_taste81 review_taste82 review_taste83
## 2.500000 2.666667 2.004739 2.500000
## review_palate1 review_palate2 review_palate3 review_palate4
## 1.693878 2.300639 2.548387 2.357143
## review_palate5 review_palate6 review_palate7 review_palate8
## 2.475124 2.333333 1.693878 2.362069
## review_palate9 review_palate10 review_palate11 review_palate12
## 1.409091 2.071429 2.642857 2.709278
## review_palate13 review_palate14 review_palate15 review_palate16
## 2.500000 2.714595 2.593750 2.000000
## review_palate17 review_palate18 review_palate19 review_palate20
## 2.260166 2.218750 2.420635 2.586207
## review_palate21 review_palate22 review_palate23 review_palate24
## 2.342767 2.045455 1.743243 2.402857
## review_palate25 review_palate26 review_palate27 review_palate28
## 2.575203 2.357143 1.409091 1.950000
## review_palate29 review_palate30 review_palate31 review_palate32
## 2.218750 2.500000 2.575203 2.018258
## review_palate33 review_palate34 review_palate35 review_palate36
## 2.581081 2.561957 2.548387 4.750000
## review_palate37 review_palate38 review_palate39 review_palate40
## 2.666667 2.319172 2.260166 2.243590
## review_palate41 review_palate42 review_palate43 review_palate44
## 2.713376 1.743243 2.697917 2.153846
## review_palate45 review_palate46 review_palate47 review_palate48
## 2.581081 2.723077 2.672619 2.281609
## review_palate49 review_palate50 review_palate51 review_palate52
## 2.375000 2.409366 2.342767 2.467742
## review_palate53 review_palate54 review_palate55 review_palate56
## 2.622549 2.531250 2.250000 2.250000
## review_palate57 review_palate58 review_palate59 review_palate60
## 2.512346 2.193182 1.743243 1.682692
## review_palate61 review_palate62 review_palate63 review_palate64
## 2.726027 2.250000 2.484848 2.641667
## review_palate65 review_palate66 review_palate67 review_palate68
## 2.473100 2.600000 2.333333 2.623457
## review_palate69 review_overall1 review_overall2 review_overall3
## 2.154028 1.612245 2.608120 2.306452
## review_overall4 review_overall5 review_overall6 review_overall7
## 1.821429 2.893035 1.612245 2.379310
## review_overall8 review_overall9 review_overall10 review_overall11
## 1.136364 1.857143 2.625000 2.894531
## review_overall12 review_overall13 review_overall14 review_overall15
## 2.875000 2.743590 2.883671 2.750000
## review_overall16 review_overall17 review_overall18 review_overall19
## 2.166667 2.758318 2.578125 2.500000
## review_overall20 review_overall21 review_overall22 review_overall23
## 2.793103 2.736842 2.487421 1.977273
## review_overall24 review_overall25 review_overall26 review_overall27
## 1.945946 2.894737 2.602857 2.750000
## review_overall28 review_overall29 review_overall30 review_overall31
## 2.666667 1.821429 2.677560 2.826087
## review_overall32 review_overall33 review_overall34 review_overall35
## 1.136364 2.821429 1.800000 2.578125
## review_overall36 review_overall37 review_overall38 review_overall39
## 2.750000 2.750000 2.428571 2.666667
## review_overall40 review_overall41 review_overall42 review_overall43
## 2.446629 2.883621 2.824324 2.614130
## review_overall44 review_overall45 review_overall46 review_overall47
## 2.750000 2.306452 5.000000 2.333333
## review_overall48 review_overall49 review_overall50 review_overall51
## 2.583333 2.704793 2.758318 2.500000
## review_overall52 review_overall53 review_overall54 review_overall55
## 2.564103 2.541401 2.750000 2.583333
## review_overall56 review_overall57 review_overall58 review_overall59
## 2.763081 1.945946 2.750000 2.872396
## review_overall60 review_overall61 review_overall62 review_overall63
## 2.480769 2.824324 2.661538 2.400000
## review_overall64 review_overall65 review_overall66 review_overall67
## 2.736842 2.400000 2.816468 2.660920
## review_overall68 review_overall69 review_overall70 review_overall71
## 2.894531 2.750000 2.375000 2.551360
## review_overall72 review_overall73 review_overall74 review_overall75
## 2.487421 2.629032 2.610294 2.531250
## review_overall76 review_overall77 review_overall78 review_overall79
## 2.000000 2.000000 2.894531 2.555556
## review_overall80 review_overall81 review_overall82 review_overall83
## 2.000000 1.945946 1.471154 2.880993
## review_overall84 review_overall85 review_overall86 review_overall87
## 2.000000 2.500000 2.272727 2.866667
## review_overall88 review_overall89 review_overall90 review_overall91
## 2.883995 2.433333 2.894531 2.833333
## review_overall92 review_overall93 review_overall94 review_overall95
## 2.500000 2.500000 2.860000 2.601896
## review_overall96
## 2.500000
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "567" "1412" "1019" "579" "280" "1402" "2304" "1414"
## [9] "1038" "1359" "1382" "1761" "1301" "1412.1" "3128" "1607"
## [17] "557" "1699" "1060" "1220" "974" "801" "1125" "1372"
## [25] "1630" "1051" "553" "775" "1028" "297" "2147" "1390"
## [33] "770" "1345" "1030" "1365" "1311" "193" "1018" "2469"
## [41] "1095" "1695" "1283" "1691" "1389" "1244" "1687" "2556"
## [49] "1046" "559" "1301.1" "1387" "1414.1" "713" "1250" "557.1"
## [57] "1239" "1382.1" "1024" "1715" "1365.1" "1261" "905" "2946"
## [65] "748" "1387.1" "1354" "908" "1399" "1385" "971" "966"
## [73] "1402.1" "1676" "1607.1" "1773" "1382.2" "1352" "1262" "1346"
## [81] "1345.1" "1421" "1384" "1327" "1084" "299" "1262.1" "1228"
## [89] "1687.1" "973" "1202" "1374" "1308" "1399.1" "964" "1702"
## [97] "1181" "1695.1" "1023" "2105" "1702.1" "1098" "1607.2" "1310"
## [105] "1364" "1125.1" "1261.1" "769" "1035" "1389.1" "1697" "1931"
## [113] "1388" "1145" "1931.1" "1042" "895" "1042.1" "1125.2" "1686"
## [121] "1409" "1607.3" "2304.1" "1687.2" "1408" "1027" "1042.2" "1712"
## [129] "1395" "1207" "2105.1" "1017" "968" "1125.3" "268" "978"
## [137] "1324" "1047" "1607.4" "1704" "1712.1" "2596" "664" "1169"
## [145] "1761.1" "1371" "1368" "1421.1"
##
##
## Potential anomalies in Subsample 3 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3
## 2.662791 2.961240 2.661290
## review_appearance4 review_appearance5 review_appearance6
## 3.000000 2.993333 2.500000
## review_appearance7 review_appearance8 review_appearance9
## 2.240566 2.500000 2.933071
## review_appearance10 review_appearance11 review_appearance12
## 4.625000 2.011521 2.384615
## review_appearance13 review_appearance14 review_appearance15
## 2.191558 2.690280 2.992729
## review_appearance16 review_appearance17 review_appearance18
## 2.864865 3.000000 2.900000
## review_appearance19 review_appearance20 review_appearance21
## 4.666667 2.757862 2.948220
## review_appearance22 review_appearance23 review_appearance24
## 2.948220 2.976344 3.000000
## review_appearance25 review_appearance26 review_appearance27
## 2.393082 2.993333 2.489209
## review_appearance28 review_appearance29 review_appearance30
## 2.931373 2.262821 2.961240
## review_appearance31 review_appearance32 review_appearance33
## 2.662791 2.357143 2.890805
## review_appearance34 review_appearance35 review_appearance36
## 2.500000 3.000000 1.857143
## review_appearance37 review_appearance38 review_appearance39
## 2.791139 2.221154 2.820513
## review_appearance40 review_appearance41 review_appearance42
## 2.944444 1.936798 2.946078
## review_appearance43 review_appearance44 review_appearance45
## 2.807692 2.556410 2.349815
## review_appearance46 review_appearance47 review_appearance48
## 2.291058 2.846939 2.136364
## review_appearance49 review_appearance50 review_appearance51
## 2.661355 3.000000 2.944444
## review_appearance52 review_appearance53 review_appearance54
## 2.818182 2.812500 3.000000
## review_appearance55 review_appearance56 review_appearance57
## 2.807692 2.556410 3.000000
## review_appearance58 review_appearance59 review_appearance60
## 3.001111 2.500000 2.490937
## review_appearance61 review_appearance62 review_appearance63
## 2.987500 2.992729 2.830275
## review_appearance64 review_appearance65 review_appearance66
## 2.646067 2.067568 2.968750
## review_appearance67 review_appearance68 review_appearance69
## 2.568817 2.810345 2.384615
## review_appearance70 review_appearance71 review_appearance72
## 2.384615 2.864865 2.815476
## review_appearance73 review_appearance74 review_appearance75
## 2.437500 2.960993 3.000000
## review_appearance76 review_appearance77 review_appearance78
## 2.909524 2.262821 2.732990
## review_appearance79 review_appearance80 review_appearance81
## 2.559633 2.625000 2.859375
## review_appearance82 review_appearance83 review_appearance84
## 2.262821 2.900524 2.928571
## review_appearance85 review_appearance86 review_appearance87
## 3.000000 2.772727 2.545455
## review_appearance88 review_appearance89 review_appearance90
## 3.000000 2.905882 2.786624
## review_appearance91 review_appearance92 review_appearance93
## 2.976190 2.874211 2.701493
## review_appearance94 review_appearance95 review_appearance96
## 2.909091 2.431818 2.410227
## review_appearance97 review_appearance98 review_appearance99
## 2.791139 2.516476 2.928218
## review_appearance100 review_appearance101 review_appearance102
## 2.750000 3.000000 2.875000
## review_appearance103 review_appearance104 review_appearance105
## 2.723404 3.000000 3.000000
## review_appearance106 review_appearance107 review_appearance108
## 2.909091 3.000000 1.636364
## review_appearance109 review_appearance110 review_appearance111
## 2.523810 3.000000 2.661290
## review_appearance112 review_appearance113 review_appearance114
## 2.500000 2.067568 2.163265
## review_appearance115 review_appearance116 review_appearance117
## 3.000000 2.893333 2.458333
## review_appearance118 review_appearance119 review_appearance120
## 3.000000 2.750000 3.000000
## review_appearance121 review_appearance122 review_appearance123
## 3.000000 1.571429 2.992729
## review_appearance124 review_appearance125 review_appearance126
## 2.500000 2.810345 2.732990
## review_appearance127 review_appearance128 review_appearance129
## 2.187050 2.830275 2.864943
## review_appearance130 review_appearance131 review_appearance132
## 2.000000 2.545455 2.757862
## review_appearance133 review_appearance134 review_appearance135
## 2.967391 2.812883 2.379147
## review_taste1 review_taste2 review_taste3
## 2.590909 2.500000 2.209677
## review_taste4 review_taste5 review_taste6
## 1.778302 4.875000 1.828725
## review_taste7 review_taste8 review_taste9
## 1.928571 2.357143 2.094156
## review_taste10 review_taste11 review_taste12
## 2.672982 2.621622 1.928571
## review_taste13 review_taste14 review_taste15
## 2.216981 2.287770 2.578947
## review_taste16 review_taste17 review_taste18
## 2.605392 2.134615 2.214286
## review_taste19 review_taste20 review_taste21
## 2.563218 2.166667 1.785714
## review_taste22 review_taste23 review_taste24
## 2.487342 1.355769 2.185897
## review_taste25 review_taste26 review_taste27
## 1.862360 2.475490 2.505495
## review_taste28 review_taste29 review_taste30
## 2.487179 2.208872 2.187500
## review_taste31 review_taste32 review_taste33
## 2.561224 1.942308 2.525896
## review_taste34 review_taste35 review_taste36
## 1.909091 2.562500 2.505495
## review_taste37 review_taste38 review_taste39
## 2.487179 2.500000 2.339879
## review_taste40 review_taste41 review_taste42
## 2.637500 2.568807 2.642556
## review_taste43 review_taste44 review_taste45
## 1.837838 2.312500 2.363441
## review_taste46 review_taste47 review_taste48
## 2.250000 2.034483 2.357143
## review_taste49 review_taste50 review_taste51
## 2.357143 2.000000 2.621622
## review_taste52 review_taste53 review_taste54
## 2.203125 2.636364 2.134615
## review_taste55 review_taste56 review_taste57
## 2.591753 2.440367 1.625000
## review_taste58 review_taste59 review_taste60
## 2.528646 2.134615 2.254545
## review_taste61 review_taste62 review_taste63
## 2.404459 2.427861 1.772727
## review_taste64 review_taste65 review_taste66
## 2.115909 2.487342 2.420309
## review_taste67 review_taste68 review_taste69
## 2.250000 2.375000 2.361702
## review_taste70 review_taste71 review_taste72
## 1.318182 2.142857 2.500000
## review_taste73 review_taste74 review_taste75
## 2.209677 4.923077 1.837838
## review_taste76 review_taste77 review_taste78
## 1.438776 2.355392 2.500000
## review_taste79 review_taste80 review_taste81
## 1.928571 2.625000 1.214286
## review_taste82 review_taste83 review_taste84
## 2.034483 2.591753 1.985612
## review_taste85 review_taste86 review_taste87
## 2.568807 2.500000 2.254545
## review_taste88 review_taste89 review_taste90
## 2.093750 2.625767 2.004739
## review_palate1 review_palate2 review_palate3
## 2.627907 2.625000 2.548387
## review_palate4 review_palate5 review_palate6
## 1.867925 4.750000 1.948541
## review_palate7 review_palate8 review_palate9
## 2.357143 2.291209 2.146104
## review_palate10 review_palate11 review_palate12
## 2.696870 2.581081 2.357143
## review_palate13 review_palate14 review_palate15
## 2.342767 2.348921 2.526316
## review_palate16 review_palate17 review_palate18
## 2.153846 2.627907 1.928571
## review_palate19 review_palate20 review_palate21
## 2.597701 2.000000 2.071429
## review_palate22 review_palate23 review_palate24
## 2.635443 1.682692 2.487179
## review_palate25 review_palate26 review_palate27
## 2.018258 2.622549 2.673077
## review_palate28 review_palate29 review_palate30
## 2.543590 2.260166 2.300639
## review_palate31 review_palate32 review_palate33
## 2.693878 2.115385 2.045455
## review_palate34 review_palate35 review_palate36
## 2.500000 2.673077 2.543590
## review_palate37 review_palate38 review_palate39
## 2.666667 2.409366 2.637615
## review_palate40 review_palate41 review_palate42
## 1.743243 2.375000 2.450538
## review_palate43 review_palate44 review_palate45
## 2.125000 2.362069 2.291209
## review_palate46 review_palate47 review_palate48
## 2.291209 2.000000 2.581081
## review_palate49 review_palate50 review_palate51
## 2.642857 2.218750 2.153846
## review_palate52 review_palate53 review_palate54
## 2.587156 2.000000 2.697917
## review_palate55 review_palate56 review_palate57
## 2.153846 2.418182 2.350318
## review_palate58 review_palate59 review_palate60
## 2.475124 2.193182 2.184091
## review_palate61 review_palate62 review_palate63
## 2.635443 2.473100 2.375000
## review_palate64 review_palate65 review_palate66
## 2.500000 2.372340 1.409091
## review_palate67 review_palate68 review_palate69
## 2.420635 2.500000 2.548387
## review_palate70 review_palate71 review_palate72
## 1.743243 1.693878 2.367647
## review_palate73 review_palate74 review_palate75
## 2.357143 1.285714 2.362069
## review_palate76 review_palate77 review_palate78
## 2.079137 2.637615 2.418182
## review_palate79 review_palate80 review_palate81
## 2.234375 2.684049 2.154028
## review_overall1 review_overall2 review_overall3
## 2.545455 2.306452 2.789720
## review_overall4 review_overall5 review_overall6
## 2.226415 5.000000 2.422043
## review_overall7 review_overall8 review_overall9
## 1.821429 2.697802 2.509740
## review_overall10 review_overall11 review_overall12
## 2.677560 2.824324 2.789720
## review_overall13 review_overall14 review_overall15
## 1.821429 2.487421 2.528777
## review_overall16 review_overall17 review_overall18
## 2.552632 2.480769 2.357143
## review_overall19 review_overall20 review_overall21
## 2.816092 2.166667 2.071429
## review_overall22 review_overall23 review_overall24
## 1.471154 2.391026 2.446629
## review_overall25 review_overall26 review_overall27
## 2.610294 2.758242 2.758318
## review_overall28 review_overall29 review_overall30
## 2.608120 2.622449 2.339161
## review_overall31 review_overall32 review_overall33
## 2.821429 1.977273 2.625000
## review_overall34 review_overall35 review_overall36
## 2.758242 2.333333 2.551360
## review_overall37 review_overall38 review_overall39
## 2.675000 2.789720 1.945946
## review_overall40 review_overall41 review_overall42
## 2.500000 2.719355 2.379310
## review_overall43 review_overall44 review_overall45
## 2.697802 2.697802 2.000000
## review_overall46 review_overall47 review_overall48
## 2.824324 2.578125 2.727273
## review_overall49 review_overall50 review_overall51
## 2.480769 2.674312 1.875000
## review_overall52 review_overall53 review_overall54
## 2.480769 2.763081 2.290909
## review_overall55 review_overall56 review_overall57
## 2.722930 2.000000 2.569318
## review_overall58 review_overall59 review_overall60
## 2.500000 2.382979 1.136364
## review_overall61 review_overall62 review_overall63
## 2.500000 2.500000 2.306452
## review_overall64 review_overall65 review_overall66
## 2.500000 2.500000 4.807692
## review_overall67 review_overall68 review_overall69
## 2.807692 1.945946 1.612245
## review_overall70 review_overall71 review_overall72
## 2.708333 2.671875 1.821429
## review_overall73 review_overall74 review_overall75
## 4.750000 2.750000 1.857143
## review_overall76 review_overall77 review_overall78
## 2.794444 2.500000 2.379310
## review_overall79 review_overall80 review_overall81
## 2.334532 2.500000 2.290909
## review_overall82 review_overall83 review_overall84
## 2.156250 2.815951 2.601896
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "1659" "1379" "1313" "1750" "1402" "1850" "1746" "1222"
## [9] "2105" "1362" "2105.1" "1123" "1676" "1344" "1414" "1366"
## [17] "1361" "1026" "1021" "713" "1773" "984" "1399" "2481"
## [25] "1220" "2304" "1023" "728" "1850.1" "1414.1" "728.1" "1030"
## [33] "1328" "1389" "1222.1" "1684" "1183" "1199" "1374" "1313.1"
## [41] "1379.1" "1322" "1215" "770" "1149" "761" "1029" "1408"
## [49] "1393" "1405" "2591" "501" "1354" "1388" "1056" "1039"
## [57] "1345" "1019" "1396" "574" "1033" "193" "1260" "1630"
## [65] "2937" "1405.1" "555" "1244" "1320" "771" "1056.1" "1039.1"
## [73] "1149.1" "3059" "1352" "268" "1035" "1245" "1021.1" "1850.2"
## [81] "1218" "2065" "1022" "1687" "1701" "984.1" "1355" "758"
## [89] "3128" "1366.1" "1366.2" "1713" "1399.1" "974" "1051" "1365"
## [97] "567" "1139" "714" "1374.1" "1028" "1631" "1217" "1714"
## [105] "1202" "1374.2" "1049" "1582" "1378" "1384" "1228" "1398"
## [113] "2065.1" "1392" "1328.1" "1047" "1363" "1225" "1185" "1359"
## [121] "1411" "1409" "1356" "1029.1" "1017" "1104" "501.1" "1323"
## [129] "1591" "1369" "1264" "1394" "2898" "1797" "1411.1" "1631.1"
## [137] "1674" "557" "972" "1311" "1317" "1700" "2898.1" "2574"
## [145] "1402.1" "2596" "763" "3139" "457" "1687.1" "1412" "1797.1"
## [153] "760" "1310" "1358" "1138" "1690" "768" "1414.2" "1654"
## [161] "663" "1261" "1591.1" "1181" "759" "1227" "1021.2" "763.1"
## [169] "661" "3128.1" "1028.1" "1044" "1218.1" "1045" "1353" "1392.1"
## [177] "1692" "1023.1" "2956" "1057" "1368"
##
##
## Potential anomalies in Subsample 4 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3
## 2.968750 2.934075 2.556410
## review_appearance4 review_appearance5 review_appearance6
## 2.798969 2.458333 2.900000
## review_appearance7 review_appearance8 review_appearance9
## 2.964286 2.284091 2.349815
## review_appearance10 review_appearance11 review_appearance12
## 2.423077 2.500000 2.500000
## review_appearance13 review_appearance14 review_appearance15
## 2.579077 2.889163 2.458333
## review_appearance16 review_appearance17 review_appearance18
## 2.928218 2.384615 2.882353
## review_appearance19 review_appearance20 review_appearance21
## 2.750000 2.830275 2.937500
## review_appearance22 review_appearance23 review_appearance24
## 2.240566 2.727273 2.583333
## review_appearance25 review_appearance26 review_appearance27
## 2.490937 2.701493 2.625000
## review_appearance28 review_appearance29 review_appearance30
## 2.650000 2.750000 2.661290
## review_appearance31 review_appearance32 review_appearance33
## 2.136364 2.642857 2.357143
## review_appearance34 review_appearance35 review_appearance36
## 2.941176 2.968750 2.650000
## review_appearance37 review_appearance38 review_appearance39
## 2.358974 2.187050 2.890805
## review_appearance40 review_appearance41 review_appearance42
## 2.949153 2.588889 2.905882
## review_appearance43 review_appearance44 review_appearance45
## 1.571429 2.909524 4.644231
## review_appearance46 review_appearance47 review_appearance48
## 2.556410 2.975000 2.821429
## review_appearance49 review_appearance50 review_appearance51
## 2.384615 1.571429 2.937500
## review_appearance52 review_appearance53 review_appearance54
## 2.579077 2.962981 2.944444
## review_appearance55 review_appearance56 review_appearance57
## 2.875000 2.790000 2.934075
## review_appearance58 review_appearance59 review_appearance60
## 2.846154 4.644231 1.936798
## review_appearance61 review_appearance62 review_appearance63
## 2.163265 1.915909 2.423077
## review_appearance64 review_appearance65 review_appearance66
## 2.875000 2.830275 2.820000
## review_appearance67 review_appearance68 review_appearance69
## 2.838235 1.571429 2.583333
## review_appearance70 review_appearance71 review_appearance72
## 2.750000 2.750000 2.875000
## review_appearance73 review_appearance74 review_appearance75
## 2.384615 2.812883 2.912162
## review_appearance76 review_appearance77 review_appearance78
## 2.523810 2.834538 2.384615
## review_appearance79 review_appearance80 review_appearance81
## 2.732990 2.870968 2.379147
## review_appearance82 review_appearance83 review_appearance84
## 2.568817 2.750000 2.875000
## review_appearance85 review_appearance86 review_appearance87
## 2.136364 2.732990 2.604938
## review_appearance88 review_appearance89 review_appearance90
## 2.807692 2.874408 2.262821
## review_appearance91 review_appearance92 review_appearance93
## 2.545455 2.705882 2.858974
## review_appearance94 review_appearance95 review_appearance96
## 2.401961 2.324903 2.875000
## review_appearance97 review_appearance98 review_appearance99
## 2.583333 2.923077 2.240566
## review_appearance100 review_appearance101 review_appearance102
## 2.000000 2.401961 2.163265
## review_appearance103 review_appearance104 review_appearance105
## 1.827916 2.067568 4.625000
## review_taste1 review_taste2 review_taste3
## 2.312500 2.614726 2.500000
## review_taste4 review_taste5 review_taste6
## 2.487179 2.355392 2.357143
## review_taste7 review_taste8 review_taste9
## 2.096591 2.208872 2.461538
## review_taste10 review_taste11 review_taste12
## 2.500000 2.295717 2.583333
## review_taste13 review_taste14 review_taste15
## 2.355392 2.333333 2.357143
## review_taste16 review_taste17 review_taste18
## 2.333333 2.333333 2.462963
## review_taste19 review_taste20 review_taste21
## 2.625000 2.568807 1.778302
## review_taste22 review_taste23 review_taste24
## 2.339879 2.427861 2.588235
## review_taste25 review_taste26 review_taste27
## 4.923077 2.425000 2.250000
## review_taste28 review_taste29 review_taste30
## 2.209677 2.637500 1.942308
## review_taste31 review_taste32 review_taste33
## 2.285714 2.214286 2.338235
## review_taste34 review_taste35 review_taste36
## 2.625000 2.425000 2.333333
## review_taste37 review_taste38 review_taste39
## 1.985612 2.563218 2.415254
## review_taste40 review_taste41 review_taste42
## 2.257778 1.214286 2.487179
## review_taste43 review_taste44 review_taste45
## 2.558333 2.464286 2.357143
## review_taste46 review_taste47 review_taste48
## 1.214286 2.468750 2.295717
## review_taste49 review_taste50 review_taste51
## 2.509259 2.187500 2.614726
## review_taste52 review_taste53 review_taste54
## 2.019231 1.862360 1.438776
## review_taste55 review_taste56 review_taste57
## 1.964773 2.461538 2.187500
## review_taste58 review_taste59 review_taste60
## 2.568807 1.764706 1.214286
## review_taste61 review_taste62 review_taste63
## 1.866667 1.500000 1.500000
## review_taste64 review_taste65 review_taste66
## 2.000000 2.583333 2.357143
## review_taste67 review_taste68 review_taste69
## 2.583333 2.625767 2.142857
## review_taste70 review_taste71 review_taste72
## 2.357143 2.591753 2.354839
## review_taste73 review_taste74 review_taste75
## 2.004739 2.363441 2.111111
## review_taste76 review_taste77 review_taste78
## 1.500000 2.187500 1.942308
## review_taste79 review_taste80 review_taste81
## 2.591753 2.500000 2.505495
## review_taste82 review_taste83 review_taste84
## 2.637500 2.134615 2.254545
## review_taste85 review_taste86 review_taste87
## 2.500000 2.426471 2.250000
## review_taste88 review_taste89 review_taste90
## 2.000000 2.337691 2.048638
## review_taste91 review_taste92 review_taste93
## 2.000000 1.866667 1.778302
## review_taste94 review_taste95 review_taste96
## 2.500000 2.337691 1.438776
## review_taste97 review_taste98 review_taste99
## 2.509259 1.695029 1.837838
## review_taste100 review_palate1 review_palate2
## 2.583333 2.375000 2.600000
## review_palate3 review_palate4 review_palate5
## 2.543590 2.367647 2.464286
## review_palate6 review_palate7 review_palate8
## 2.090909 2.260166 2.615385
## review_palate9 review_palate10 review_palate11
## 2.666667 2.430807 2.367647
## review_palate12 review_palate13 review_palate14
## 2.291209 2.500000 2.512346
## review_palate15 review_palate16 review_palate17
## 2.637615 1.867925 2.458333
## review_palate18 review_palate19 review_palate20
## 2.409366 2.475124 2.551471
## review_palate21 review_palate22 review_palate23
## 2.625000 2.375000 2.548387
## review_palate24 review_palate25 review_palate26
## 2.115385 2.071429 1.928571
## review_palate27 review_palate28 review_palate29
## 2.372549 2.593750 2.625000
## review_palate30 review_palate31 review_palate32
## 2.243590 2.079137 2.597701
## review_palate33 review_palate34 review_palate35
## 2.542373 2.386667 1.285714
## review_palate36 review_palate37 review_palate38
## 2.543590 2.641667 2.571429
## review_palate39 review_palate40 review_palate41
## 2.291209 1.285714 2.531250
## review_palate42 review_palate43 review_palate44
## 2.430807 2.481481 2.062500
## review_palate45 review_palate46 review_palate47
## 2.057692 2.018258 1.693878
## review_palate48 review_palate49 review_palate50
## 2.077273 2.615385 2.062500
## review_palate51 review_palate52 review_palate53
## 2.637615 2.560000 2.191176
## review_palate54 review_palate55 review_palate56
## 1.285714 2.000000 2.250000
## review_palate57 review_palate58 review_palate59
## 2.250000 2.375000 2.291209
## review_palate60 review_palate61 review_palate62
## 2.420635 2.291209 2.483871
## review_palate63 review_palate64 review_palate65
## 2.154028 2.450538 2.277778
## review_palate66 review_palate67 review_palate68
## 2.250000 2.062500 2.115385
## review_palate69 review_palate70 review_palate71
## 2.623457 2.153846 2.418182
## review_palate72 review_palate73 review_palate74
## 2.500000 2.441176 2.397436
## review_palate75 review_palate76 review_palate77
## 2.319172 2.128405 2.375000
## review_palate78 review_palate79 review_palate80
## 2.000000 1.867925 2.319172
## review_palate81 review_palate82 review_palate83
## 1.693878 2.481481 1.803059
## review_palate84 review_overall1 review_overall2
## 1.743243 2.736842 2.500000
## review_overall3 review_overall4 review_overall5
## 2.750000 2.708333 2.178571
## review_overall6 review_overall7 review_overall8
## 2.289773 2.758318 2.333333
## review_overall9 review_overall10 review_overall11
## 2.662273 2.500000 2.708333
## review_overall12 review_overall13 review_overall14
## 2.500000 2.697802 2.333333
## review_overall15 review_overall16 review_overall17
## 2.500000 2.555556 2.750000
## review_overall18 review_overall19 review_overall20
## 2.226415 2.772727 2.500000
## review_overall21 review_overall22 review_overall23
## 2.551360 4.807692 2.725000
## review_overall24 review_overall25 review_overall26
## 2.306452 2.675000 2.339161
## review_overall27 review_overall28 review_overall29
## 1.857143 2.357143 2.441176
## review_overall30 review_overall31 review_overall32
## 2.750000 2.725000 2.564103
## review_overall33 review_overall34 review_overall35
## 2.334532 2.338983 2.628889
## review_overall36 review_overall37 review_overall38
## 1.857143 2.697802 1.857143
## review_overall39 review_overall40 review_overall41
## 2.531250 2.662273 2.777778
## review_overall42 review_overall43 review_overall44
## 2.509259 2.312500 1.884615
## review_overall45 review_overall46 review_overall47
## 2.446629 1.612245 2.585227
## review_overall48 review_overall49 review_overall50
## 2.312500 1.867647 1.857143
## review_overall51 review_overall52 review_overall53
## 1.716667 2.000000 2.000000
## review_overall54 review_overall55 review_overall56
## 2.375000 2.500000 2.697802
## review_overall57 review_overall58 review_overall59
## 2.500000 2.500000 2.736842
## review_overall60 review_overall61 review_overall62
## 2.697802 2.322581 2.601896
## review_overall63 review_overall64 review_overall65
## 2.719355 2.333333 2.000000
## review_overall66 review_overall67 review_overall68
## 2.312500 2.339161 2.400000
## review_overall69 review_overall70 review_overall71
## 2.758242 2.675000 2.480769
## review_overall72 review_overall73 review_overall74
## 2.290909 2.455882 2.500000
## review_overall75 review_overall76 review_overall77
## 2.141026 2.704793 2.383268
## review_overall78 review_overall79 review_overall80
## 2.375000 1.716667 2.743590
## review_overall81 review_overall82 review_overall83
## 2.226415 2.500000 2.704793
## review_overall84 review_overall85 review_overall86
## 1.612245 2.509259 2.159656
## review_overall87 review_overall88
## 1.945946 2.500000
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "1695" "1701" "1698" "1027" "973" "1039" "1053" "1358"
## [9] "1220" "1711" "1376" "1345" "1319" "1352" "2105" "1025"
## [17] "2423" "1926" "1358.1" "1104" "1712" "1366" "1707" "1059"
## [25] "1712.1" "1686" "1261" "1380" "1218" "966" "1362" "789"
## [33] "2596" "1708" "1035" "1359" "1370" "3139" "1415" "1323"
## [41] "1402" "1245" "1033" "1699" "1322" "1685" "1390" "1415.1"
## [49] "1327" "1044" "1215" "1242" "1357" "1047" "759" "714"
## [57] "1607" "1039.1" "1207" "1383" "1366.1" "759.1" "1145" "1025.1"
## [65] "1316" "3076" "1020" "625" "1405" "1710" "1382" "1027.1"
## [73] "1410" "1607.1" "1354" "895" "1412" "1351" "1319.1" "1710.1"
## [81] "1218.1" "1413" "1264" "1403" "1301" "759.2" "1238" "1042"
## [89] "1042.1" "769" "2423.1" "1366.2" "2423.2" "1057" "1024" "1311"
## [97] "1695.1" "2147" "1366.3" "1028" "1240" "1368" "1355" "1709"
## [105] "1042.2" "1710.2" "1033.1" "1028.1" "1371" "1702" "1056" "1308"
## [113] "1245.1" "1374" "1392" "297" "1693" "1253" "1235" "1346"
## [121] "1037" "769.1" "1238.1" "553" "1931" "1362.1" "1353" "1346.1"
## [129] "1412.1" "1260" "625.1" "1347" "1687" "2423.3" "905"
##
##
## Potential anomalies in Subsample 5 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3 review_appearance4
## 3.000000 2.987500 2.983333 3.000000
## review_appearance5 review_appearance6 review_appearance7 review_appearance8
## 2.960993 3.000000 2.742424 2.500000
## review_appearance9 review_appearance10 review_appearance11 review_appearance12
## 2.875000 2.905882 2.902821 3.000000
## review_appearance13 review_appearance14 review_appearance15 review_appearance16
## 2.992729 2.933071 2.661290 2.811475
## review_appearance17 review_appearance18 review_appearance19 review_appearance20
## 2.701493 2.937500 2.757862 2.864943
## review_appearance21 review_appearance22 review_appearance23 review_appearance24
## 2.900524 3.000000 2.912162 4.625000
## review_appearance25 review_appearance26 review_appearance27 review_appearance28
## 2.864865 2.913306 3.000000 2.690280
## review_appearance29 review_appearance30 review_appearance31 review_appearance32
## 2.240566 2.625000 2.390625 4.625000
## review_appearance33 review_appearance34 review_appearance35 review_appearance36
## 2.523810 1.857143 2.625000 2.597143
## review_appearance37 review_appearance38 review_appearance39 review_appearance40
## 2.155629 4.625000 2.875000 2.559633
## review_appearance41 review_appearance42 review_appearance43 review_appearance44
## 2.722222 2.834538 2.901370 2.902821
## review_appearance45 review_appearance46 review_appearance47 review_appearance48
## 1.843985 2.948220 2.874408 3.000000
## review_appearance49 review_appearance50 review_appearance51 review_appearance52
## 2.900524 2.155629 2.642857 2.944444
## review_appearance53 review_appearance54 review_appearance55 review_appearance56
## 2.583333 2.625000 3.000000 2.818182
## review_appearance57 review_appearance58 review_appearance59 review_appearance60
## 2.815476 2.011521 2.901370 2.423077
## review_appearance61 review_appearance62 review_appearance63 review_appearance64
## 2.358974 2.964286 2.882353 2.500000
## review_appearance65 review_appearance66 review_appearance67 review_appearance68
## 2.992729 4.666667 2.500000 2.790000
## review_appearance69 review_appearance70 review_appearance71 review_appearance72
## 1.827916 2.798969 4.644231 2.789157
## review_appearance73 review_appearance74 review_appearance75 review_appearance76
## 2.000000 2.583333 2.980769 2.858974
## review_appearance77 review_appearance78 review_appearance79 review_appearance80
## 2.500000 1.936798 2.791139 4.644231
## review_appearance81 review_appearance82 review_appearance83 review_appearance84
## 2.811475 2.928571 2.556410 2.820000
## review_appearance85 review_appearance86 review_taste1 review_taste2
## 2.625000 3.000000 2.637500 2.620690
## review_taste3 review_taste4 review_taste5 review_taste6
## 2.181818 1.928571 2.500000 2.387097
## review_taste7 review_taste8 review_taste9 review_taste10
## 2.639344 2.427861 2.578947 2.625000
## review_taste11 review_taste12 review_taste13 review_taste14
## 2.621622 2.500000 2.672982 2.250000
## review_taste15 review_taste16 review_taste17 review_taste18
## 1.778302 2.588235 2.111111 2.583333
## review_taste19 review_taste20 review_taste21 review_taste22
## 2.203125 2.142857 1.785714 2.588235
## review_taste23 review_taste24 review_taste25 review_taste26
## 2.268571 2.250000 2.082781 4.875000
## review_taste27 review_taste28 review_taste29 review_taste30
## 2.000000 2.500000 2.440367 1.824248
## review_taste31 review_taste32 review_taste33 review_taste34
## 2.671801 2.676724 2.082781 2.285714
## review_taste35 review_taste36 review_taste37 review_taste38
## 1.866667 2.588235 2.250000 2.462963
## review_taste39 review_taste40 review_taste41 review_taste42
## 2.500000 1.909091 1.828725 2.461538
## review_taste43 review_taste44 review_taste45 review_taste46
## 2.333333 2.667969 2.357143 2.166667
## review_taste47 review_taste48 review_taste49 review_taste50
## 1.695029 2.500000 1.866667 2.000000
## review_taste51 review_taste52 review_taste53 review_taste54
## 2.625000 2.625000 2.583333 2.000000
## review_taste55 review_taste56 review_taste57 review_taste58
## 2.500000 1.862360 2.500000 2.487342
## review_taste59 review_taste60 review_taste61 review_taste62
## 2.620690 2.639344 2.487179 2.588235
## review_palate1 review_palate2 review_palate3 review_palate4
## 2.586207 2.484848 2.357143 2.612903
## review_palate5 review_palate6 review_palate7 review_palate8
## 2.475124 2.526316 2.581081 2.500000
## review_palate9 review_palate10 review_palate11 review_palate12
## 1.867925 2.551471 2.277778 2.367188
## review_palate13 review_palate14 review_palate15 review_palate16
## 2.420635 2.071429 2.551471 2.402857
## review_palate17 review_palate18 review_palate19 review_palate20
## 2.165563 4.750000 2.375000 2.587156
## review_palate21 review_palate22 review_palate23 review_palate24
## 1.927632 2.165563 2.071429 2.500000
## review_palate25 review_palate26 review_palate27 review_palate28
## 2.000000 2.551471 2.512346 2.045455
## review_palate29 review_palate30 review_palate31 review_palate32
## 1.948541 5.000000 2.642857 2.615385
## review_palate33 review_palate34 review_palate35 review_palate36
## 2.243590 2.464286 5.000000 2.000000
## review_palate37 review_palate38 review_palate39 review_palate40
## 1.803059 2.000000 2.000000 2.397436
## review_palate41 review_palate42 review_palate43 review_palate44
## 2.500000 2.018258 2.635443 2.586207
## review_palate45 review_palate46 review_palate47 review_overall1
## 2.543590 2.560000 2.551471 2.675000
## review_overall2 review_overall3 review_overall4 review_overall5
## 2.743590 2.272727 1.821429 2.767857
## review_overall6 review_overall7 review_overall8 review_overall9
## 2.743590 2.580645 2.803279 2.552632
## review_overall10 review_overall11 review_overall12 review_overall13
## 2.750000 2.794444 2.750000 2.750000
## review_overall14 review_overall15 review_overall16 review_overall17
## 2.500000 2.226415 2.333333 2.500000
## review_overall18 review_overall19 review_overall20 review_overall21
## 2.562500 2.500000 2.071429 2.602857
## review_overall22 review_overall23 review_overall24 review_overall25
## 2.793103 2.629139 5.000000 2.375000
## review_overall26 review_overall27 review_overall28 review_overall29
## 2.500000 2.674312 2.521617 2.629139
## review_overall30 review_overall31 review_overall32 review_overall33
## 1.857143 2.750000 1.716667 2.500000
## review_overall34 review_overall35 review_overall36 review_overall37
## 2.555556 2.500000 1.977273 2.422043
## review_overall38 review_overall39 review_overall40 review_overall41
## 2.564103 2.178571 2.166667 2.159656
## review_overall42 review_overall43 review_overall44 review_overall45
## 2.500000 1.716667 2.000000 2.583333
## review_overall46 review_overall47 review_overall48 review_overall49
## 2.583333 2.500000 2.141026 2.750000
## review_overall50 review_overall51 review_overall52 review_overall53
## 2.777778 2.446629 2.500000 2.750000
## review_overall54
## 2.803279
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "662" "1245" "3014" "553" "1691" "662.1" "567" "774"
## [9] "1395" "797" "2105" "1915" "1414" "1047" "1401" "1197"
## [17] "1592" "2065" "801" "553.1" "2695" "1021" "1123" "1696"
## [25] "2970" "1359" "660" "1023" "2889" "1045" "1049" "1183"
## [33] "1592.1" "1261" "1227" "1024" "905" "1399" "1103" "1170"
## [41] "1591" "2946" "973" "1026" "2889.1" "1253" "1362" "1370"
## [49] "1709" "2423" "1381" "905.1" "980" "1311" "761" "1370.1"
## [57] "1324" "1046" "767" "1095" "1360" "1676" "574" "769"
## [65] "1421" "1217" "1754" "2147" "1018" "1197.1" "1349" "728"
## [73] "1630" "1308" "1674" "1090" "908" "1049.1" "1360.1" "1699"
## [81] "2946.1" "1405" "1238" "1370.2" "1253.1" "1686" "1421.1" "982"
## [89] "1244" "1051" "1344" "1773" "1018.1" "1671" "974" "1319"
## [97] "1327" "1226" "1711" "1059" "2105.1" "1021.1" "1246" "1671.1"
## [105] "2304" "770" "1382" "1347" "1053" "2591" "1570" "1607"
## [113] "1038" "1353" "1773.1" "1238.1" "1058" "1713" "1262" "1239"
## [121] "1262.1" "765" "2423.1" "1235" "2946.2" "1316" "1689" "1258"
## [129] "1354" "1252" "1029" "1691.1" "1607.1" "971" "2970.1" "1582"
## [137] "1039" "2065.1" "1413" "1239.1" "2065.2" "574.1" "1370.3" "663"
##
##
## Potential anomalies in Subsample 6 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3
## 2.556410 2.221154 3.000000
## review_appearance4 review_appearance5 review_appearance6
## 2.067568 3.000000 2.789157
## review_appearance7 review_appearance8 review_appearance9
## 2.821429 2.757862 2.919003
## review_appearance10 review_appearance11 review_appearance12
## 2.772727 2.384615 2.750000
## review_appearance13 review_appearance14 review_appearance15
## 2.579208 3.000000 2.937500
## review_appearance16 review_appearance17 review_appearance18
## 2.806373 2.921569 2.577236
## review_appearance19 review_appearance20 review_appearance21
## 2.944444 2.980000 2.916667
## review_appearance22 review_appearance23 review_appearance24
## 3.000812 2.458333 2.661290
## review_appearance25 review_appearance26 review_appearance27
## 2.431818 2.928218 2.864943
## review_appearance28 review_appearance29 review_appearance30
## 2.500000 2.923077 2.516476
## review_appearance31 review_appearance32 review_appearance33
## 2.874211 3.000000 2.384615
## review_appearance34 review_appearance35 review_appearance36
## 2.757862 2.722222 2.786624
## review_appearance37 review_appearance38 review_appearance39
## 2.946078 2.187050 2.980000
## review_appearance40 review_appearance41 review_appearance42
## 2.705882 2.750000 2.723404
## review_appearance43 review_appearance44 review_appearance45
## 3.000000 2.136364 2.934075
## review_appearance46 review_appearance47 review_appearance48
## 2.889163 1.915205 3.000812
## review_appearance49 review_appearance50 review_appearance51
## 2.722222 3.000000 3.000000
## review_appearance52 review_appearance53 review_appearance54
## 2.011521 2.815476 4.644231
## review_appearance55 review_appearance56 review_appearance57
## 2.690280 2.818182 2.701493
## review_appearance58 review_appearance59 review_appearance60
## 2.864943 4.625000 2.789157
## review_appearance61 review_appearance62 review_appearance63
## 2.646947 3.000000 2.401961
## review_appearance64 review_appearance65 review_appearance66
## 2.262821 2.604938 3.000000
## review_appearance67 review_appearance68 review_appearance69
## 2.319444 2.379147 1.843985
## review_appearance70 review_appearance71 review_appearance72
## 2.423077 2.984375 3.000000
## review_appearance73 review_appearance74 review_appearance75
## 2.221154 2.807692 2.150000
## review_appearance76 review_appearance77 review_appearance78
## 3.000000 2.807692 2.934075
## review_appearance79 review_appearance80 review_appearance81
## 2.814516 2.646067 2.889163
## review_appearance82 review_appearance83 review_appearance84
## 2.984375 3.001111 2.820513
## review_appearance85 review_appearance86 review_appearance87
## 2.818182 2.806373 2.723404
## review_appearance88 review_appearance89 review_appearance90
## 3.000000 2.980000 2.588889
## review_appearance91 review_appearance92 review_appearance93
## 2.983333 2.576923 2.646067
## review_appearance94 review_appearance95 review_appearance96
## 2.163265 2.500000 2.993333
## review_appearance97 review_appearance98 review_appearance99
## 2.240566 2.921569 2.523810
## review_appearance100 review_appearance101 review_appearance102
## 3.000000 2.490937 2.812883
## review_appearance103 review_appearance104 review_appearance105
## 2.583333 2.750000 2.245283
## review_appearance106 review_appearance107 review_appearance108
## 3.000000 3.000000 2.976190
## review_appearance109 review_appearance110 review_appearance111
## 2.500000 2.921569 2.723404
## review_appearance112 review_appearance113 review_appearance114
## 3.000000 2.136364 4.666667
## review_appearance115 review_appearance116 review_appearance117
## 2.919003 2.812500 2.401961
## review_appearance118 review_appearance119 review_appearance120
## 2.889163 2.750000 2.900000
## review_appearance121 review_taste1 review_taste2
## 2.757862 2.487179 1.355769
## review_taste3 review_taste4 review_taste5
## 1.837838 2.578947 2.000000
## review_taste6 review_taste7 review_taste8
## 2.464286 2.357143 2.442244
## review_taste9 review_taste10 review_taste11
## 2.468750 2.459350 5.000000
## review_taste12 review_taste13 review_taste14
## 2.355392 2.209677 1.772727
## review_taste15 review_taste16 review_taste17
## 1.800000 2.420309 2.666667
## review_taste18 review_taste19 review_taste20
## 2.357143 2.404459 2.475490
## review_taste21 review_taste22 review_taste23
## 1.985612 2.323529 2.361702
## review_taste24 review_taste25 review_taste26
## 1.942308 2.614726 1.660819
## review_taste27 review_taste28 review_taste29
## 1.828725 2.333333 2.672982
## review_taste30 review_taste31 review_taste32
## 1.909091 2.427861 4.875000
## review_taste33 review_taste34 review_taste35
## 4.923077 2.093750 2.526718
## review_taste36 review_taste37 review_taste38
## 2.500000 2.500000 2.337691
## review_taste39 review_taste40 review_taste41
## 2.134615 2.666667 2.500000
## review_taste42 review_taste43 review_taste44
## 2.288889 2.004739 2.250000
## review_taste45 review_taste46 review_taste47
## 1.824248 2.461538 2.687500
## review_taste48 review_taste49 review_taste50
## 2.000000 1.355769 2.505495
## review_taste51 review_taste52 review_taste53
## 2.509259 1.900000 2.505495
## review_taste54 review_taste55 review_taste56
## 2.614726 2.250000 2.642556
## review_taste57 review_taste58 review_taste59
## 2.687500 2.666667 2.185897
## review_taste60 review_taste61 review_taste62
## 1.909091 2.361702 2.257778
## review_taste63 review_taste64 review_taste65
## 1.846154 2.500000 2.642556
## review_taste66 review_taste67 review_taste68
## 1.438776 1.778302 2.142857
## review_taste69 review_taste70 review_taste71
## 2.339879 2.625767 1.866667
## review_taste72 review_taste73 review_taste74
## 2.047170 2.500000 2.666667
## review_taste75 review_taste76 review_taste77
## 2.361702 2.684593 2.500000
## review_taste78 review_taste79 review_taste80
## 1.942308 2.562500 2.337691
## review_taste81 review_taste82 review_taste83
## 1.500000 2.500000 2.500000
## review_palate1 review_palate2 review_palate3
## 2.543590 1.682692 1.743243
## review_palate4 review_palate5 review_palate6
## 2.526316 2.000000 2.571429
## review_palate7 review_palate8 review_palate9
## 2.291209 2.557756 2.531250
## review_palate10 review_palate11 review_palate12
## 2.575203 2.367647 2.548387
## review_palate13 review_palate14 review_palate15
## 2.193182 1.900000 2.473100
## review_palate16 review_palate17 review_palate18
## 2.291209 2.350318 2.622549
## review_palate19 review_palate20 review_palate21
## 2.079137 2.500000 2.372340
## review_palate22 review_palate23 review_palate24
## 2.115385 1.815789 2.333333
## review_palate25 review_palate26 review_palate27
## 1.948541 2.045455 2.475124
## review_palate28 review_palate29 review_palate30
## 2.600000 2.234375 2.601145
## review_palate31 review_palate32 review_palate33
## 2.319172 2.153846 2.623457
## review_palate34 review_palate35 review_palate36
## 2.325000 2.154028 1.927632
## review_palate37 review_palate38 review_palate39
## 2.615385 2.000000 1.682692
## review_palate40 review_palate41 review_palate42
## 2.673077 2.481481 1.950000
## review_palate43 review_palate44 review_palate45
## 2.673077 2.487179 2.045455
## review_palate46 review_palate47 review_palate48
## 2.372340 2.386667 2.115385
## review_palate49 review_palate50 review_palate51
## 1.693878 1.867925 2.420635
## review_palate52 review_palate53 review_palate54
## 2.409366 2.000000 2.160377
## review_palate55 review_palate56 review_palate57
## 2.372340 2.115385 2.500000
## review_palate58 review_palate59 review_overall1
## 2.319172 2.250000 1.471154
## review_overall2 review_overall3 review_overall4
## 1.945946 2.552632 2.000000
## review_overall5 review_overall6 review_overall7
## 2.697802 2.839934 2.531250
## review_overall8 review_overall9 review_overall10
## 2.666667 2.642857 2.853896
## review_overall11 review_overall12 review_overall13
## 2.708333 2.306452 2.000000
## review_overall14 review_overall15 review_overall16
## 1.800000 2.697802 2.722930
## review_overall17 review_overall18 review_overall19
## 2.610294 2.334532 2.352941
## review_overall20 review_overall21 review_overall22
## 2.382979 2.736842 2.339161
## review_overall23 review_overall24 review_overall25
## 1.957602 2.853896 2.422043
## review_overall26 review_overall27 review_overall28
## 2.500000 1.977273 2.677560
## review_overall29 review_overall30 review_overall31
## 2.743590 2.433333 5.000000
## review_overall32 review_overall33 review_overall34
## 4.807692 2.156250 2.818702
## review_overall35 review_overall36 review_overall37
## 2.750000 2.704793 2.480769
## review_overall38 review_overall39 review_overall40
## 2.500000 2.563889 2.601896
## review_overall41 review_overall42 review_overall43
## 2.500000 2.521617 2.846154
## review_overall44 review_overall45 review_overall46
## 2.671875 2.000000 1.471154
## review_overall47 review_overall48 review_overall49
## 2.758242 2.509259 1.800000
## review_overall50 review_overall51 review_overall52
## 2.758242 2.811321 2.671875
## review_overall53 review_overall54 review_overall55
## 2.391026 1.977273 2.382979
## review_overall56 review_overall57 review_overall58
## 2.628889 2.115385 2.500000
## review_overall59 review_overall60 review_overall61
## 1.612245 2.750000 2.226415
## review_overall62 review_overall63 review_overall64
## 4.750000 2.500000 2.551360
## review_overall65 review_overall66 review_overall67
## 2.815951 1.716667 2.254717
## review_overall68 review_overall69 review_overall70
## 2.382979 2.763081 2.500000
## review_overall71 review_overall72 review_overall73
## 2.339161 2.625000 2.704793
## review_overall74 review_overall75 review_overall76
## 2.000000 2.821429 2.400000
## review_overall77
## 2.400000
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "1039" "1408" "2898" "1687" "982" "1183" "1713" "1038"
## [9] "1383" "1023" "1150" "1195" "554" "416" "1384" "1366"
## [17] "3116" "268" "1032" "771" "1145" "1187" "1264" "895"
## [25] "1372" "1387" "2520" "542" "1405" "895.1" "1301" "1144"
## [33] "2157" "1358" "1402" "1409" "1565" "1104" "984" "1045"
## [41] "1416" "2105" "1931" "3076" "1017" "754" "1185" "662"
## [49] "1366.1" "1023.1" "1754" "1099" "1363" "1388" "3075" "1044"
## [57] "1301.1" "1248" "1380" "1394" "1695" "662.1" "1033" "1027"
## [65] "1926" "1350" "1324" "2157.1" "1754.1" "2481" "1761" "1344"
## [73] "1712" "1051" "1607" "1026" "1244" "713" "1307" "553"
## [81] "895.2" "1359" "1146" "1045.1" "968" "984.1" "1676" "3139"
## [89] "1038.1" "1692" "1054" "775" "971" "664" "1256" "1346"
## [97] "1374" "2695" "1371" "1674" "1252" "1043" "1368" "1253"
## [105] "1565.1" "363" "1349" "1319" "1406" "1713.1" "766" "1408.1"
## [113] "1056" "625" "1715" "1264.1" "776" "1056.1" "1027.1" "579"
## [121] "1397" "767" "1022" "1926.1" "1406.1" "3059" "754.1" "1061"
## [129] "977" "1393" "1244.1" "1187.1" "1394.1" "662.2" "1301.2" "1357"
## [137] "3014" "1407" "1252.1" "1022.1" "1412" "299" "2105.1" "1222"
## [145] "1362" "765" "1372.1" "1311" "1321" "1035" "1057" "1238"
## [153] "3116.1" "1375" "776.1" "662.3" "1225" "1689" "1372.2" "754.2"
## [161] "1394.2" "2964" "1228" "1252.2" "1591" "1033.1" "2304" "1195.1"
## [169] "1320" "760" "1346.1" "1926.2" "1042" "1260" "1220" "1702"
## [177] "1023.2" "1702.1"
##
##
## Potential anomalies in Subsample 7 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3
## 2.834538 2.789157 2.901370
## review_appearance4 review_appearance5 review_appearance6
## 2.870968 3.000000 2.722222
## review_appearance7 review_appearance8 review_appearance9
## 2.864865 2.583333 2.579077
## review_appearance10 review_appearance11 review_appearance12
## 3.000000 2.992958 2.390625
## review_appearance13 review_appearance14 review_appearance15
## 2.191558 2.934075 2.662791
## review_appearance16 review_appearance17 review_appearance18
## 3.000000 2.701493 3.000000
## review_appearance19 review_appearance20 review_appearance21
## 2.646947 2.583333 1.636364
## review_appearance22 review_appearance23 review_appearance24
## 2.875000 2.790000 4.625000
## review_appearance25 review_appearance26 review_appearance27
## 2.987500 2.390625 2.902821
## review_appearance28 review_appearance29 review_appearance30
## 2.568817 2.814516 2.604938
## review_appearance31 review_appearance32 review_appearance33
## 1.636364 2.584388 2.262821
## review_appearance34 review_appearance35 review_appearance36
## 2.423077 2.991228 4.666667
## review_appearance37 review_appearance38 review_appearance39
## 3.000000 2.324903 2.900524
## review_appearance40 review_appearance41 review_appearance42
## 2.984375 2.597143 2.875000
## review_appearance43 review_appearance44 review_appearance45
## 2.191558 3.000000 2.500000
## review_appearance46 review_appearance47 review_appearance48
## 2.136364 2.976190 2.576923
## review_appearance49 review_appearance50 review_appearance51
## 2.960993 2.727273 2.423077
## review_appearance52 review_appearance53 review_appearance54
## 2.523810 2.993622 2.350575
## review_appearance55 review_appearance56 review_appearance57
## 2.810345 3.000000 1.915909
## review_appearance58 review_appearance59 review_appearance60
## 2.992958 2.750000 2.772727
## review_appearance61 review_appearance62 review_appearance63
## 2.705882 2.846154 2.437500
## review_appearance64 review_appearance65 review_appearance66
## 2.812500 2.500000 2.284091
## review_appearance67 review_appearance68 review_appearance69
## 2.987500 2.806373 3.000000
## review_appearance70 review_appearance71 review_appearance72
## 2.588889 2.807692 2.458333
## review_appearance73 review_appearance74 review_appearance75
## 2.701493 2.500000 2.752174
## review_appearance76 review_appearance77 review_appearance78
## 3.000000 3.000000 2.750000
## review_appearance79 review_appearance80 review_appearance81
## 2.846154 2.542279 2.187050
## review_appearance82 review_appearance83 review_appearance84
## 2.588889 2.701493 2.661290
## review_appearance85 review_appearance86 review_appearance87
## 2.384615 2.750000 2.905882
## review_appearance88 review_appearance89 review_appearance90
## 2.262821 2.893333 2.960993
## review_appearance91 review_appearance92 review_appearance93
## 2.431818 2.882353 2.163265
## review_appearance94 review_appearance95 review_appearance96
## 2.136364 2.584388 2.893333
## review_appearance97 review_appearance98 review_appearance99
## 2.625000 3.000000 2.579077
## review_appearance100 review_appearance101 review_appearance102
## 2.790000 2.926997 2.661355
## review_appearance103 review_appearance104 review_appearance105
## 2.976190 3.016129 2.661290
## review_appearance106 review_appearance107 review_appearance108
## 2.820000 2.588889 3.000000
## review_appearance109 review_appearance110 review_appearance111
## 2.960993 2.523810 2.131016
## review_appearance112 review_appearance113 review_appearance114
## 2.579077 3.000000 2.390625
## review_appearance115 review_appearance116 review_appearance117
## 2.390625 2.928571 2.983333
## review_appearance118 review_appearance119 review_appearance120
## 3.000000 4.593484 4.593484
## review_appearance121 review_appearance122 review_appearance123
## 4.593484 2.961240 2.875000
## review_appearance124 review_taste1 review_taste2
## 2.661290 2.354839 2.621622
## review_taste3 review_taste4 review_taste5
## 1.866667 2.295717 2.667969
## review_taste6 review_taste7 review_taste8
## 2.203125 2.094156 2.614726
## review_taste9 review_taste10 review_taste11
## 2.500000 2.427861 2.526718
## review_taste12 review_taste13 review_taste14
## 1.866667 1.318182 2.000000
## review_taste15 review_taste16 review_taste17
## 2.583333 4.875000 2.637500
## review_taste18 review_taste19 review_taste20
## 1.800000 2.203125 2.363441
## review_taste21 review_taste22 review_taste23
## 2.666667 1.318182 2.533755
## review_taste24 review_taste25 review_taste26
## 2.134615 2.676923 2.461538
## review_taste27 review_taste28 review_taste29
## 2.400000 2.722222 2.254386
## review_taste30 review_taste31 review_taste32
## 2.048638 2.625000 2.687500
## review_taste33 review_taste34 review_taste35
## 2.268571 2.375000 2.500000
## review_taste36 review_taste37 review_taste38
## 2.094156 1.942308 1.846154
## review_taste39 review_taste40 review_taste41
## 2.400000 2.461538 2.142857
## review_taste42 review_taste43 review_taste44
## 2.224138 2.034483 2.509259
## review_taste45 review_taste46 review_taste47
## 1.964773 2.730769 2.426471
## review_taste48 review_taste49 review_taste50
## 2.019231 2.203125 2.562500
## review_taste51 review_taste52 review_taste53
## 2.111111 2.096591 2.637500
## review_taste54 review_taste55 review_taste56
## 2.636364 2.257778 2.505495
## review_taste57 review_taste58 review_taste59
## 2.355392 2.427861 2.736364
## review_taste60 review_taste61 review_taste62
## 2.454348 2.250000 2.019231
## review_taste63 review_taste64 review_taste65
## 2.500000 2.207721 1.985612
## review_taste66 review_taste67 review_taste68
## 2.257778 2.714286 2.427861
## review_taste69 review_taste70 review_taste71
## 2.209677 2.357143 2.134615
## review_taste72 review_taste73 review_taste74
## 2.583333 1.772727 1.438776
## review_taste75 review_taste76 review_taste77
## 1.942308 2.533755 2.588235
## review_taste78 review_taste79 review_taste80
## 2.295717 2.525896 4.923077
## review_taste81 review_taste82 review_taste83
## 2.435484 2.509259 2.209677
## review_taste84 review_taste85 review_taste86
## 2.700000 2.257778 2.142857
## review_taste87 review_taste88 review_taste89
## 2.090909 2.295717 2.203125
## review_taste90 review_taste91 review_taste92
## 2.700000 2.203125 2.714286
## review_taste93 review_taste94 review_taste95
## 2.722222 2.375000 2.387097
## review_palate1 review_palate2 review_palate3
## 2.714595 2.483871 2.581081
## review_palate4 review_palate5 review_palate6
## 2.000000 2.430807 2.333333
## review_palate7 review_palate8 review_palate9
## 2.367188 2.146104 2.726027
## review_palate10 review_palate11 review_palate12
## 2.627907 2.475124 2.601145
## review_palate13 review_palate14 review_palate15
## 2.750000 2.000000 1.409091
## review_palate16 review_palate17 review_palate18
## 2.375000 2.736111 4.750000
## review_palate19 review_palate20 review_palate21
## 1.900000 2.367188 2.450538
## review_palate22 review_palate23 review_palate24
## 2.623457 1.409091 2.508439
## review_palate25 review_palate26 review_palate27
## 2.153846 2.723077 2.615385
## review_palate28 review_palate29 review_palate30
## 2.600000 2.750000 2.722222
## review_palate31 review_palate32 review_palate33
## 2.517544 2.128405 2.750000
## review_palate34 review_palate35 review_palate36
## 2.750000 2.402857 2.500000
## review_palate37 review_palate38 review_palate39
## 2.500000 2.146104 2.115385
## review_palate40 review_palate41 review_palate42
## 2.115385 2.600000 2.615385
## review_palate43 review_palate44 review_palate45
## 2.420635 2.281609 2.362069
## review_palate46 review_palate47 review_palate48
## 2.481481 2.077273 2.756993
## review_palate49 review_palate50 review_palate51
## 2.441176 2.057692 2.218750
## review_palate52 review_palate53 review_palate54
## 2.500000 2.277778 2.090909
## review_palate55 review_palate56 review_palate57
## 2.386667 2.673077 2.367647
## review_palate58 review_palate59 review_palate60
## 2.475124 2.750000 2.561957
## review_palate61 review_palate62 review_palate63
## 2.375000 2.057692 2.303309
## review_palate64 review_palate65 review_palate66
## 2.079137 2.386667 2.475124
## review_palate67 review_palate68 review_palate69
## 2.548387 2.291209 2.153846
## review_palate70 review_palate71 review_palate72
## 2.736111 2.193182 1.693878
## review_palate73 review_palate74 review_palate75
## 2.115385 2.508439 2.551471
## review_palate76 review_palate77 review_palate78
## 2.750000 2.430807 2.745020
## review_palate79 review_palate80 review_palate81
## 2.612903 2.481481 2.548387
## review_palate82 review_palate83 review_palate84
## 2.560000 2.750000 2.386667
## review_palate85 review_palate86 review_palate87
## 2.333333 2.420635 2.125668
## review_palate88 review_palate89 review_palate90
## 2.430807 2.333333 2.367188
## review_palate91 review_palate92 review_palate93
## 2.600000 2.367188 2.750000
## review_palate94 review_palate95 review_palate96
## 2.722222 2.500000 2.612903
## review_overall1 review_overall2 review_overall3
## 2.322581 2.824324 1.716667
## review_overall4 review_overall5 review_overall6
## 2.662273 2.562500 2.509740
## review_overall7 review_overall8 review_overall9
## 2.750000 2.736842 2.818702
## review_overall10 review_overall11 review_overall12
## 2.807692 2.500000 1.716667
## review_overall13 review_overall14 review_overall15
## 1.136364 2.375000 2.500000
## review_overall16 review_overall17 review_overall18
## 5.000000 2.675000 1.800000
## review_overall19 review_overall20 review_overall21
## 2.562500 2.719355 1.136364
## review_overall22 review_overall23 review_overall24
## 2.810127 2.480769 2.661538
## review_overall25 review_overall26 review_overall27
## 2.846154 2.200000 2.750000
## review_overall28 review_overall29 review_overall30
## 2.767857 2.777778 2.789720
## review_overall31 review_overall32 review_overall33
## 2.789720 2.412281 2.383268
## review_overall34 review_overall35 review_overall36
## 2.583333 2.671875 2.602857
## review_overall37 review_overall38 review_overall39
## 2.500000 2.500000 2.509740
## review_overall40 review_overall41 review_overall42
## 2.339161 2.115385 2.200000
## review_overall43 review_overall44 review_overall45
## 2.772727 2.846154 2.500000
## review_overall46 review_overall47 review_overall48
## 2.660920 2.379310 2.509259
## review_overall49 review_overall50 review_overall51
## 2.585227 2.455882 1.884615
## review_overall52 review_overall53 review_overall54
## 2.578125 2.625000 2.333333
## review_overall55 review_overall56 review_overall57
## 2.289773 2.675000 2.727273
## review_overall58 review_overall59 review_overall60
## 2.628889 2.758242 2.708333
## review_overall61 review_overall62 review_overall63
## 2.500000 2.614130 1.884615
## review_overall64 review_overall65 review_overall66
## 2.811321 2.455882 2.334532
## review_overall67 review_overall68 review_overall69
## 2.628889 2.821429 2.306452
## review_overall70 review_overall71 review_overall72
## 2.697802 2.480769 2.500000
## review_overall73 review_overall74 review_overall75
## 2.000000 1.612245 2.339161
## review_overall76 review_overall77 review_overall78
## 2.810127 2.500000 2.662273
## review_overall79 review_overall80 review_overall81
## 4.807692 2.500000 2.509259
## review_overall82 review_overall83 review_overall84
## 2.306452 2.500000 2.628889
## review_overall85 review_overall86 review_overall87
## 2.833333 2.500000 2.475936
## review_overall88 review_overall89 review_overall90
## 2.662273 2.562500 2.562500
## review_overall91 review_overall92 review_overall93
## 2.777778 2.500000 2.833333
## review_overall94
## 2.580645
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "1178" "2147" "1038" "1018" "1240" "979" "1754" "1399"
## [9] "760" "501" "1238" "797" "1025" "1761" "1224" "1226"
## [17] "1381" "1361" "1027" "1379" "973" "766" "1359" "1695"
## [25] "982" "1054" "2469" "457" "2596" "1238.1" "557" "769"
## [33] "2964" "1382" "2423" "1676" "1245" "1416" "1381.1" "1197"
## [41] "1355" "579" "1371" "557.1" "1040" "1374" "964" "1319"
## [49] "1251" "971" "1401" "1316" "1850" "1850.1" "1688" "2304"
## [57] "1328" "1037" "2889" "1262" "1049" "1406" "1046" "1369"
## [65] "1317" "1361.1" "979.1" "2105" "1033" "1225" "1407" "1251.1"
## [73] "567" "789" "1319.1" "1311" "1193" "1364" "1700" "3128"
## [81] "663" "1146" "625" "1264" "1351" "1224.1" "3083" "1384"
## [89] "1693" "1410" "1365" "1320" "2105.1" "1709" "1376" "574"
## [97] "1170" "1245.1" "1187" "1061" "1139" "2889.1" "1357" "1258"
## [105] "1056" "1358" "1359.1" "1115" "763" "1385" "773" "766.1"
## [113] "1578" "1323" "1410.1" "664" "1397" "1386" "1044" "1357.1"
## [121] "1260" "1359.2" "1402" "1366" "3083.1" "1047" "1374.1" "1310"
## [129] "2423.1" "567.1" "1409" "1059" "1412" "1033.1" "2065" "1040.1"
## [137] "1310.1" "1370" "2596.1" "662" "1025.1" "1382.1" "2591" "1101"
## [145] "193" "3139" "1225.1" "1400" "625.1" "1402.1" "1413" "1630"
## [153] "2596.2" "1357.2" "1761.1" "978" "567.2" "1311.1" "1031" "1025.2"
## [161] "1761.2" "1381.2" "1698" "3075" "1381.3" "1582" "3014" "1378"
## [169] "2493" "2493.1" "2493.2" "1181" "1316.1" "1313" "1369.1" "978.1"
## [177] "268" "1696" "2574"
##
##
## Potential anomalies in Subsample 8 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3 review_appearance4
## 2.993333 2.727273 2.975610 2.750000
## review_appearance5 review_appearance6 review_appearance7 review_appearance8
## 2.789157 2.625000 2.604938 2.798969
## review_appearance9 review_appearance10 review_appearance11 review_appearance12
## 2.535211 4.666667 1.857143 2.926997
## review_appearance13 review_appearance14 review_appearance15 review_appearance16
## 2.500000 2.191558 2.926997 2.661290
## review_appearance17 review_appearance18 review_appearance19 review_appearance20
## 2.864865 2.993333 2.136364 2.542279
## review_appearance21 review_appearance22 review_appearance23 review_appearance24
## 2.650000 2.705882 2.834538 2.864943
## review_appearance25 review_appearance26 review_appearance27 review_appearance28
## 2.757862 2.964865 2.384615 2.928571
## review_appearance29 review_appearance30 review_appearance31 review_appearance32
## 2.980000 2.723404 2.642857 2.542279
## review_appearance33 review_appearance34 review_appearance35 review_appearance36
## 2.874211 2.870968 2.583333 2.923077
## review_appearance37 review_appearance38 review_appearance39 review_appearance40
## 4.666667 2.250000 2.393082 2.964286
## review_appearance41 review_appearance42 review_appearance43 review_appearance44
## 2.937500 2.928218 2.319444 2.163265
## review_appearance45 review_appearance46 review_appearance47 review_appearance48
## 2.937500 2.357143 2.968750 2.750000
## review_appearance49 review_appearance50 review_appearance51 review_appearance52
## 2.992958 2.625000 2.926997 2.921569
## review_appearance53 review_appearance54 review_appearance55 review_appearance56
## 2.500000 2.576923 2.150000 2.262821
## review_appearance57 review_appearance58 review_appearance59 review_appearance60
## 1.915205 2.933071 2.250000 2.882353
## review_appearance61 review_appearance62 review_appearance63 review_appearance64
## 2.798969 2.962981 2.646067 2.423077
## review_appearance65 review_appearance66 review_appearance67 review_appearance68
## 2.540000 2.350575 2.820000 2.163265
## review_appearance69 review_appearance70 review_appearance71 review_appearance72
## 2.870968 2.984375 2.913306 1.915205
## review_appearance73 review_appearance74 review_appearance75 review_appearance76
## 1.636364 2.916667 2.975610 2.545455
## review_appearance77 review_appearance78 review_appearance79 review_appearance80
## 2.597143 2.500000 4.625000 2.401961
## review_appearance81 review_appearance82 review_appearance83 review_appearance84
## 2.500000 2.948220 2.820513 2.597143
## review_appearance85 review_appearance86 review_appearance87 review_appearance88
## 1.915909 2.732990 2.968750 2.191558
## review_appearance89 review_appearance90 review_appearance91 review_appearance92
## 2.874211 2.919003 2.961240 2.993622
## review_appearance93 review_appearance94 review_appearance95 review_appearance96
## 2.909091 2.937500 2.384615 2.625000
## review_taste1 review_taste2 review_taste3 review_taste4
## 2.625000 2.250000 1.800000 1.928571
## review_taste5 review_taste6 review_taste7 review_taste8
## 2.588235 2.684593 2.462963 2.666667
## review_taste9 review_taste10 review_taste11 review_taste12
## 2.183099 1.785714 2.094156 2.209677
## review_taste13 review_taste14 review_taste15 review_taste16
## 2.500000 2.621622 1.942308 2.207721
## review_taste17 review_taste18 review_taste19 review_taste20
## 2.425000 2.426471 2.093750 2.625000
## review_taste21 review_taste22 review_taste23 review_taste24
## 2.357143 2.625000 2.361702 2.285714
## review_taste25 review_taste26 review_taste27 review_taste28
## 2.207721 2.354839 2.666667 2.216981
## review_taste29 review_taste30 review_taste31 review_taste32
## 2.666667 2.250000 2.250000 2.357143
## review_taste33 review_taste34 review_taste35 review_taste36
## 2.468750 2.288889 1.438776 2.214286
## review_taste37 review_taste38 review_taste39 review_taste40
## 2.625000 2.687500 1.625000 1.846154
## review_taste41 review_taste42 review_taste43 review_taste44
## 1.900000 2.134615 1.660819 2.642556
## review_taste45 review_taste46 review_taste47 review_taste48
## 2.461538 2.224138 2.700000 1.438776
## review_taste49 review_taste50 review_taste51 review_taste52
## 2.354839 2.687500 2.676724 2.500000
## review_taste53 review_taste54 review_taste55 review_taste56
## 1.660819 1.318182 2.254545 2.268571
## review_taste57 review_taste58 review_taste59 review_taste60
## 2.625000 2.500000 2.111111 2.667969
## review_taste61 review_taste62 review_taste63 review_taste64
## 2.333333 2.337691 2.676724 2.185897
## review_taste65 review_taste66 review_taste67 review_taste68
## 2.268571 1.964773 2.591753 2.625000
## review_taste69 review_taste70 review_taste71 review_taste72
## 2.094156 2.636364 2.357143 2.588235
## review_palate1 review_palate2 review_palate3 review_palate4
## 2.375000 1.900000 2.357143 2.551471
## review_palate5 review_palate6 review_palate7 review_palate8
## 2.512346 2.623457 2.387324 2.071429
## review_palate9 review_palate10 review_palate11 review_palate12
## 2.146104 2.548387 2.581081 2.115385
## review_palate13 review_palate14 review_palate15 review_palate16
## 2.303309 2.625000 2.441176 2.714595
## review_palate17 review_palate18 review_palate19 review_palate20
## 2.234375 2.291209 2.372340 2.071429
## review_palate21 review_palate22 review_palate23 review_palate24
## 2.303309 2.483871 2.458333 5.000000
## review_palate25 review_palate26 review_palate27 review_palate28
## 2.716216 2.342767 2.125000 2.464286
## review_palate29 review_palate30 review_palate31 review_palate32
## 2.531250 2.325000 2.333333 1.693878
## review_palate33 review_palate34 review_palate35 review_palate36
## 1.928571 2.593750 2.000000 2.115385
## review_palate37 review_palate38 review_palate39 review_palate40
## 1.950000 2.153846 1.815789 2.716292
## review_palate41 review_palate42 review_palate43 review_palate44
## 2.615385 2.281609 2.560000 1.693878
## review_palate45 review_palate46 review_palate47 review_palate48
## 2.483871 2.500000 1.815789 1.409091
## review_palate49 review_palate50 review_palate51 review_palate52
## 2.418182 2.402857 2.277778 2.500000
## review_palate53 review_palate54 review_palate55 review_palate56
## 2.319172 2.487179 2.402857 2.077273
## review_palate57 review_palate58 review_palate59 review_palate60
## 2.709278 2.593750 2.146104 2.291209
## review_palate61 review_palate62 review_overall1 review_overall2
## 5.000000 2.551471 2.853896 2.772727
## review_overall3 review_overall4 review_overall5 review_overall6
## 2.900000 2.583333 2.875000 1.800000
## review_overall7 review_overall8 review_overall9 review_overall10
## 1.821429 2.875000 2.763081 2.555556
## review_overall11 review_overall12 review_overall13 review_overall14
## 2.401408 2.071429 4.700000 2.500000
## review_overall15 review_overall16 review_overall17 review_overall18
## 2.509740 2.306452 2.824324 2.339161
## review_overall19 review_overall20 review_overall21 review_overall22
## 2.455882 2.725000 2.455882 2.883671
## review_overall23 review_overall24 review_overall25 review_overall26
## 2.156250 2.750000 2.500000 2.794444
## review_overall27 review_overall28 review_overall29 review_overall30
## 2.697802 4.750000 2.750000 2.382979
## review_overall31 review_overall32 review_overall33 review_overall34
## 1.857143 2.455882 2.322581 2.882353
## review_overall35 review_overall36 review_overall37 review_overall38
## 2.736842 2.853896 2.905405 2.750000
## review_overall39 review_overall40 review_overall41 review_overall42
## 2.487421 2.821429 2.178571 2.531250
## review_overall43 review_overall44 review_overall45 review_overall46
## 2.563889 1.612245 2.750000 2.900000
## review_overall47 review_overall48 review_overall49 review_overall50
## 2.736842 2.357143 2.750000 2.671875
## review_overall51 review_overall52 review_overall53 review_overall54
## 1.875000 2.793103 2.750000 2.115385
## review_overall55 review_overall56 review_overall57 review_overall58
## 1.800000 2.480769 1.957602 2.794444
## review_overall59 review_overall60 review_overall61 review_overall62
## 2.846154 2.660920 1.612245 2.322581
## review_overall63 review_overall64 review_overall65 review_overall66
## 2.671875 2.883621 1.957602 1.136364
## review_overall67 review_overall68 review_overall69 review_overall70
## 2.290909 2.602857 2.750000 2.333333
## review_overall71 review_overall72 review_overall73 review_overall74
## 2.867188 2.333333 2.704793 2.875000
## review_overall75 review_overall76 review_overall77 review_overall78
## 2.883621 2.391026 2.602857 2.750000
## review_overall79 review_overall80 review_overall81 review_overall82
## 4.750000 2.585227 2.750000 2.509740
## review_overall83 review_overall84 review_overall85 review_overall86
## 4.750000 2.727273 2.736842 2.697802
## review_overall87 review_overall88
## 4.700000 2.875000
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "2157" "1222" "789" "1315" "554" "1262" "1323" "1416"
## [9] "1038" "1414" "1370" "1228" "1686" "1371" "1053" "1254"
## [17] "1391" "2304" "761" "1069" "1101" "1610" "763" "1361"
## [25] "1101.1" "1402" "801" "1399" "1222.1" "1033" "1386" "1415"
## [33] "1693" "2147" "1692" "2469" "1045" "1746" "1023" "1261"
## [41] "2596" "1041" "1227" "1366" "1582" "765" "1301" "1261.1"
## [49] "1394" "1699" "1386.1" "1185" "1240" "549" "1695" "2157.1"
## [57] "1708" "1931" "2304.1" "756" "1671" "2074" "559" "1389"
## [65] "1260" "972" "754" "767" "758" "1711" "1145" "1104"
## [73] "1043" "1761" "1412" "966" "299" "554.1" "1773" "1695.1"
## [81] "1322" "1390" "3083" "1690" "1224" "1714" "1101.2" "1095"
## [89] "1372" "1259" "1407" "1715" "1374" "1350" "1123" "1227.1"
## [97] "756.1" "1059" "1053.1" "1020" "1022" "1319" "1373" "895"
## [105] "1364" "1413" "1412.1" "1240.1" "1406" "1103" "908" "297"
## [113] "1350.1" "3076" "557" "1144" "1315.1" "1392" "1046" "1261.2"
## [121] "1689" "905" "1709" "1226" "1707" "1346" "417" "1258"
## [129] "728" "908.1" "1393" "1046.1" "971" "1654" "1351" "1028"
## [137] "1390.1" "280" "1361.1" "1185.1" "1195" "765.1" "1139" "1313"
## [145] "1193" "1411" "1695.2" "660" "2937" "1366.1" "1671.1" "1610.1"
## [153] "1370.1"
##
##
## Potential anomalies in Subsample 9 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3
## 3.011029 2.319444 2.535211
## review_appearance4 review_appearance5 review_appearance6
## 2.350575 3.000000 2.916667
## review_appearance7 review_appearance8 review_appearance9
## 3.001111 3.000000 2.962981
## review_appearance10 review_appearance11 review_appearance12
## 3.000000 2.928218 2.937500
## review_appearance13 review_appearance14 review_appearance15
## 2.961240 2.390625 2.874408
## review_appearance16 review_appearance17 review_appearance18
## 2.646067 3.000000 2.875000
## review_appearance19 review_appearance20 review_appearance21
## 2.245283 2.807692 2.742424
## review_appearance22 review_appearance23 review_appearance24
## 3.031250 2.968750 2.846154
## review_appearance25 review_appearance26 review_appearance27
## 2.987500 2.875000 2.500000
## review_appearance28 review_appearance29 review_appearance30
## 2.964286 2.750000 2.875000
## review_appearance31 review_appearance32 review_appearance33
## 2.646947 2.815476 3.000000
## review_appearance34 review_appearance35 review_appearance36
## 2.661355 2.890805 2.221154
## review_appearance37 review_appearance38 review_appearance39
## 2.577236 2.815476 2.968750
## review_appearance40 review_appearance41 review_appearance42
## 2.458333 2.820513 2.583333
## review_appearance43 review_appearance44 review_appearance45
## 1.827916 2.949153 2.921569
## review_appearance46 review_appearance47 review_appearance48
## 2.890805 3.000000 2.163265
## review_appearance49 review_appearance50 review_appearance51
## 2.705882 4.644231 2.579077
## review_appearance52 review_appearance53 review_appearance54
## 2.872024 4.666667 2.948220
## review_appearance55 review_appearance56 review_appearance57
## 2.000000 2.319444 2.349815
## review_appearance58 review_appearance59 review_appearance60
## 2.500000 2.559633 2.661290
## review_appearance61 review_appearance62 review_appearance63
## 2.991228 3.000000 2.893333
## review_appearance64 review_appearance65 review_appearance66
## 3.016129 2.319444 2.923077
## review_appearance67 review_appearance68 review_appearance69
## 2.500000 3.000000 2.750000
## review_appearance70 review_appearance71 review_appearance72
## 2.384615 1.857143 2.928571
## review_appearance73 review_appearance74 review_appearance75
## 2.324903 2.500000 2.901370
## review_appearance76 review_appearance77 review_appearance78
## 2.901370 2.976190 2.131016
## review_appearance79 review_appearance80 review_appearance81
## 3.000000 2.661290 3.000000
## review_appearance82 review_appearance83 review_appearance84
## 2.545455 2.864865 2.709677
## review_appearance85 review_appearance86 review_appearance87
## 2.984375 2.870968 2.384615
## review_appearance88 review_appearance89 review_appearance90
## 2.661355 2.916667 2.961240
## review_appearance91 review_appearance92 review_appearance93
## 2.811475 2.875000 2.812883
## review_appearance94 review_appearance95 review_appearance96
## 2.992958 2.752174 2.250000
## review_appearance97 review_appearance98 review_appearance99
## 2.500000 2.993622 2.155629
## review_appearance100 review_appearance101 review_appearance102
## 2.750000 2.964286 2.812883
## review_appearance103 review_appearance104 review_appearance105
## 3.000000 2.875000 2.983333
## review_appearance106 review_appearance107 review_appearance108
## 2.984375 2.291058 2.838235
## review_appearance109 review_appearance110 review_appearance111
## 2.870968 2.588889 2.750000
## review_taste1 review_taste2 review_taste3
## 2.288889 2.183099 2.224138
## review_taste4 review_taste5 review_taste6
## 5.000000 2.468750 2.250000
## review_taste7 review_taste8 review_taste9
## 2.203125 2.671801 2.642556
## review_taste10 review_taste11 review_taste12
## 2.000000 2.047170 2.505495
## review_taste13 review_taste14 review_taste15
## 2.181818 2.620690 2.093750
## review_taste16 review_taste17 review_taste18
## 2.312500 2.019231 2.637500
## review_taste19 review_taste20 review_taste21
## 2.187500 2.357143 2.500000
## review_taste22 review_taste23 review_taste24
## 2.187500 2.526718 2.525896
## review_taste25 review_taste26 review_taste27
## 2.563218 1.355769 2.459350
## review_taste28 review_taste29 review_taste30
## 2.625000 2.355392 2.185897
## review_taste31 review_taste32 review_taste33
## 2.666667 1.695029 2.415254
## review_taste34 review_taste35 review_taste36
## 2.563218 1.438776 2.426471
## review_taste37 review_taste38 review_taste39
## 2.500000 2.295717 2.540675
## review_taste40 review_taste41 review_taste42
## 2.676724 2.500000 2.500000
## review_taste43 review_taste44 review_taste45
## 2.288889 2.208872 2.440367
## review_taste46 review_taste47 review_taste48
## 2.209677 2.254386 2.435484
## review_taste49 review_taste50 review_taste51
## 2.288889 2.625000 2.250000
## review_taste52 review_taste53 review_taste54
## 2.357143 2.000000 1.785714
## review_taste55 review_taste56 review_taste57
## 2.048638 2.625000 2.333333
## review_taste58 review_taste59 review_taste60
## 2.090909 2.387097 2.254545
## review_taste61 review_taste62 review_taste63
## 2.621622 2.306452 2.583333
## review_taste64 review_taste65 review_taste66
## 2.500000 2.687500 2.354839
## review_taste67 review_taste68 review_taste69
## 2.357143 2.525896 2.639344
## review_taste70 review_taste71 review_taste72
## 2.187500 2.625767 2.250000
## review_taste73 review_taste74 review_taste75
## 2.583333 2.454348 2.082781
## review_taste76 review_taste77 review_taste78
## 2.250000 2.357143 1.800000
## review_taste79 review_taste80 review_taste81
## 2.625767 2.187500 2.620690
## review_taste82 review_taste83 review_taste84
## 2.687500 2.187500 1.764706
## review_taste85 review_taste86 review_taste87
## 2.354839 2.257778 2.500000
## review_taste88 review_palate1 review_palate2
## 2.500000 2.325000 2.387324
## review_palate3 review_palate4 review_palate5
## 2.281609 2.750000 2.333333
## review_palate6 review_palate7 review_palate8
## 2.531250 2.125000 2.367188
## review_palate9 review_palate10 review_palate11
## 2.758294 2.716292 2.375000
## review_palate12 review_palate13 review_palate14
## 2.160377 2.500000 2.673077
## review_palate15 review_palate16 review_palate17
## 2.484848 2.586207 2.750000
## review_palate18 review_palate19 review_palate20
## 2.234375 2.375000 2.057692
## review_palate21 review_palate22 review_palate23
## 2.062500 2.464286 2.062500
## review_palate24 review_palate25 review_palate26
## 2.601145 2.745020 2.597701
## review_palate27 review_palate28 review_palate29
## 1.682692 2.575203 2.593750
## review_palate30 review_palate31 review_palate32
## 2.367647 2.487179 2.458333
## review_palate33 review_palate34 review_palate35
## 1.803059 2.542373 5.000000
## review_palate36 review_palate37 review_palate38
## 2.597701 1.693878 2.441176
## review_palate39 review_palate40 review_palate41
## 2.500000 2.430807 2.672619
## review_palate42 review_palate43 review_palate44
## 2.325000 2.260166 2.587156
## review_palate45 review_palate46 review_palate47
## 2.548387 2.517544 2.612903
## review_palate48 review_palate49 review_palate50
## 2.325000 2.750000 2.375000
## review_palate51 review_palate52 review_palate53
## 2.291209 2.000000 2.071429
## review_palate54 review_palate55 review_palate56
## 2.128405 2.750000 2.125668
## review_palate57 review_palate58 review_palate59
## 2.612903 2.418182 2.581081
## review_palate60 review_palate61 review_palate62
## 2.467742 2.736111 2.500000
## review_palate63 review_palate64 review_palate65
## 2.750000 2.483871 2.291209
## review_palate66 review_palate67 review_palate68
## 2.745020 2.062500 2.684049
## review_palate69 review_palate70 review_palate71
## 2.760563 2.750000 2.600000
## review_palate72 review_palate73 review_palate74
## 2.638889 2.561957 2.736842
## review_palate75 review_palate76 review_palate77
## 2.750000 2.165563 2.375000
## review_palate78 review_palate79 review_palate80
## 2.464286 1.900000 2.684049
## review_palate81 review_palate82 review_palate83
## 2.333333 2.062500 2.586207
## review_palate84 review_palate85 review_palate86
## 2.750000 2.300639 2.191176
## review_palate87 review_palate88 review_palate89
## 2.483871 2.386667 2.750000
## review_overall1 review_overall2 review_overall3
## 2.563889 2.401408 2.660920
## review_overall4 review_overall5 review_overall6
## 2.750000 2.807692 2.531250
## review_overall7 review_overall8 review_overall9
## 2.750000 2.562500 2.677560
## review_overall10 review_overall11 review_overall12
## 2.375000 2.254717 2.750000
## review_overall13 review_overall14 review_overall15
## 2.758242 2.272727 2.500000
## review_overall16 review_overall17 review_overall18
## 2.156250 2.500000 1.884615
## review_overall19 review_overall20 review_overall21
## 2.675000 2.312500 2.178571
## review_overall22 review_overall23 review_overall24
## 2.642857 2.312500 2.818702
## review_overall25 review_overall26 review_overall27
## 2.816092 1.471154 2.666667
## review_overall28 review_overall29 review_overall30
## 2.750000 2.708333 2.391026
## review_overall31 review_overall32 review_overall33
## 2.159656 2.338983 2.816092
## review_overall34 review_overall35 review_overall36
## 1.612245 2.811321 2.455882
## review_overall37 review_overall38 review_overall39
## 2.662273 2.816468 2.826087
## review_overall40 review_overall41 review_overall42
## 2.500000 2.563889 2.758318
## review_overall43 review_overall44 review_overall45
## 2.674312 2.306452 2.412281
## review_overall46 review_overall47 review_overall48
## 2.500000 2.563889 2.500000
## review_overall49 review_overall50 review_overall51
## 2.750000 2.875000 2.697802
## review_overall52 review_overall53 review_overall54
## 2.000000 2.071429 2.383268
## review_overall55 review_overall56 review_overall57
## 2.826087 2.583333 2.500000
## review_overall58 review_overall59 review_overall60
## 2.475936 2.580645 2.290909
## review_overall61 review_overall62 review_overall63
## 2.824324 2.629032 2.860000
## review_overall64 review_overall65 review_overall66
## 2.500000 2.500000 2.671875
## review_overall67 review_overall68 review_overall69
## 2.322581 2.697802 2.803279
## review_overall70 review_overall71 review_overall72
## 2.312500 2.815951 2.500000
## review_overall73 review_overall74 review_overall75
## 2.614130 2.767857 2.750000
## review_overall76 review_overall77 review_overall78
## 2.629139 2.875000 2.178571
## review_overall79 review_overall80 review_overall81
## 1.800000 2.815951 2.312500
## review_overall82 review_overall83 review_overall84
## 2.671875 2.608120 1.867647
## review_overall85 review_overall86 review_overall87
## 2.322581 2.628889 2.642857
## review_overall88
## 2.625000
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "573" "1043" "1391" "1364" "1591" "1144" "971" "457"
## [9] "3059" "979" "416" "2520" "1020" "1761" "1104" "2574"
## [17] "1145" "1313" "1254" "758" "299" "555" "1381" "713"
## [25] "1308" "1022" "771" "2964" "980" "769" "1375" "2946"
## [33] "1056" "1395" "1691" "2596" "1692" "1701" "1410" "1245"
## [41] "1710" "2105" "1711" "1570" "268" "542" "768" "1710.1"
## [49] "1054" "1051" "2481" "193" "1215" "1408" "1387" "1051.1"
## [57] "1390" "1358" "1393" "1708" "1347" "1242" "1671" "1372"
## [65] "1215.1" "771.1" "1412" "1397" "1693" "297" "1607" "1025"
## [73] "1098" "908" "1254.1" "1324" "2304" "1250" "728" "1704"
## [81] "1353" "1043.1" "1345" "417" "1217" "1402" "363" "1688"
## [89] "241" "1797" "1310" "1400" "1043.2" "1931" "763" "2481.1"
## [97] "1261" "2574.1" "1323" "1366" "1713" "1170" "761" "1582"
## [105] "1256" "1037" "980.1" "3077" "1250.1" "1018" "1018.1" "1225"
## [113] "1262" "1712" "1031" "1674" "1696" "552" "1392" "1399"
## [121] "1697" "1169" "2423" "1146" "1317" "1406" "1240" "1256.1"
## [129] "1366.1" "193.1" "1578" "1144.1" "1313.1" "501" "2970" "1710.2"
## [137] "1057" "1224" "1253" "1698" "760" "757" "1385" "416.1"
## [145] "2556" "756" "1401" "1259" "1193" "1360" "1323.1" "1711.1"
## [153] "1416" "1057.1" "1761.1" "1710.3" "1691.1" "3014" "1406.1" "1019"
## [161] "1403" "1246" "1240.1" "1357" "542.1" "664" "1060"
##
##
## Potential anomalies in Subsample 10 :
## $Outliers
## review_appearance1 review_appearance2 review_appearance3 review_appearance4
## 2.191558 2.968750 2.923077 2.964865
## review_appearance5 review_appearance6 review_appearance7 review_appearance8
## 2.358974 2.690280 2.818182 2.750000
## review_appearance9 review_appearance10 review_appearance11 review_appearance12
## 2.820000 2.131016 2.859375 2.846154
## review_appearance13 review_appearance14 review_appearance15 review_appearance16
## 2.379147 2.410227 2.926997 2.705882
## review_appearance17 review_appearance18 review_appearance19 review_appearance20
## 2.750000 2.458333 2.789157 2.742424
## review_appearance21 review_appearance22 review_appearance23 review_appearance24
## 2.882353 2.723404 2.625000 2.789157
## review_appearance25 review_appearance26 review_appearance27 review_appearance28
## 2.221154 2.490937 2.579077 4.666667
## review_appearance29 review_appearance30 review_appearance31 review_appearance32
## 2.458333 2.937500 2.291058 2.946078
## review_appearance33 review_appearance34 review_appearance35 review_appearance36
## 2.937500 2.661290 2.874211 2.250000
## review_appearance37 review_appearance38 review_appearance39 review_appearance40
## 2.705882 2.921569 2.931373 2.732990
## review_appearance41 review_appearance42 review_appearance43 review_appearance44
## 2.284091 2.597143 2.500000 2.500000
## review_appearance45 review_appearance46 review_appearance47 review_appearance48
## 2.941176 2.705882 2.757862 2.540000
## review_appearance49 review_appearance50 review_appearance51 review_appearance52
## 2.588889 2.937500 2.791139 2.540000
## review_appearance53 review_appearance54 review_appearance55 review_appearance56
## 2.909524 2.559633 2.875000 2.576923
## review_appearance57 review_appearance58 review_appearance59 review_appearance60
## 2.559633 2.500000 2.786624 2.916667
## review_appearance61 review_appearance62 review_appearance63 review_appearance64
## 2.401961 2.500000 2.949153 2.646067
## review_appearance65 review_appearance66 review_appearance67 review_appearance68
## 2.384615 2.975610 2.750000 2.727273
## review_appearance69 review_appearance70 review_appearance71 review_appearance72
## 2.968750 2.752174 2.489209 2.821429
## review_appearance73 review_taste1 review_taste2 review_taste3
## 2.811475 2.094156 2.312500 2.620690
## review_taste4 review_taste5 review_taste6 review_taste7
## 2.500000 2.400000 2.333333 2.500000
## review_taste8 review_taste9 review_taste10 review_taste11
## 1.928571 2.667969 1.909091 2.090909
## review_taste12 review_taste13 review_taste14 review_taste15
## 2.500000 2.528646 2.019231 2.004739
## review_taste16 review_taste17 review_taste18 review_taste19
## 2.500000 2.115909 2.500000 2.250000
## review_taste20 review_taste21 review_taste22 review_taste23
## 2.323529 2.355392 2.509259 2.181818
## review_taste24 review_taste25 review_taste26 review_taste27
## 2.361702 1.625000 2.093750 1.355769
## review_taste28 review_taste29 review_taste30 review_taste31
## 2.625000 2.339879 2.295717 2.355392
## review_taste32 review_taste33 review_taste34 review_taste35
## 2.187500 2.475490 2.500000 2.468750
## review_taste36 review_taste37 review_taste38 review_taste39
## 2.387097 2.500000 2.426471 2.605392
## review_taste40 review_taste41 review_taste42 review_taste43
## 2.591753 2.096591 2.268571 2.111111
## review_taste44 review_taste45 review_taste46 review_taste47
## 2.435484 2.500000 2.338235 2.323529
## review_taste48 review_taste49 review_taste50 review_taste51
## 2.550955 2.257778 2.468750 2.487342
## review_taste52 review_taste53 review_taste54 review_taste55
## 2.440367 2.187500 2.500000 1.846154
## review_taste56 review_taste57 review_taste58 review_taste59
## 2.440367 2.404459 2.337691 2.415254
## review_taste60 review_taste61 review_taste62 review_taste63
## 2.642556 2.636364 2.500000 2.500000
## review_taste64 review_taste65 review_taste66 review_taste67
## 2.357143 2.500000 2.625000 2.620690
## review_taste68 review_taste69 review_taste70 review_taste71
## 2.500000 2.454348 2.287770 2.578947
## review_taste72 review_taste73 review_taste74 review_taste75
## 2.500000 2.590909 2.464286 2.639344
## review_palate1 review_palate2 review_palate3 review_palate4
## 2.146104 2.375000 2.586207 2.600000
## review_palate5 review_palate6 review_palate7 review_palate8
## 2.243590 2.357143 2.696870 2.045455
## review_palate9 review_palate10 review_palate11 review_palate12
## 2.560000 2.125668 2.697917 2.057692
## review_palate13 review_palate14 review_palate15 review_palate16
## 2.154028 2.184091 2.500000 2.367647
## review_palate17 review_palate18 review_palate19 review_palate20
## 2.481481 2.484848 2.372340 2.000000
## review_palate21 review_palate22 review_palate23 review_palate24
## 2.234375 1.682692 2.409366 2.430807
## review_palate25 review_palate26 review_palate27 review_palate28
## 2.367647 2.300639 2.622549 2.500000
## review_palate29 review_palate30 review_palate31 review_palate32
## 2.531250 2.612903 2.441176 2.709278
## review_palate33 review_palate34 review_palate35 review_palate36
## 2.090909 2.402857 2.277778 2.612903
## review_palate37 review_palate38 review_palate39 review_palate40
## 2.666667 2.372549 2.500000 2.713376
## review_palate41 review_palate42 review_palate43 review_palate44
## 2.386667 2.531250 2.635443 2.587156
## review_palate45 review_palate46 review_palate47 review_palate48
## 2.062500 2.115385 2.587156 2.350318
## review_palate49 review_palate50 review_palate51 review_palate52
## 2.319172 2.542373 2.716292 2.291209
## review_palate53 review_palate54 review_palate55 review_palate56
## 2.593750 2.586207 2.561957 2.348921
## review_palate57 review_palate58 review_palate59 review_overall1
## 2.526316 2.625000 2.571429 2.509740
## review_overall2 review_overall3 review_overall4 review_overall5
## 2.500000 2.200000 2.750000 2.564103
## review_overall6 review_overall7 review_overall8 review_overall9
## 2.500000 1.821429 1.977273 2.475936
## review_overall10 review_overall11 review_overall12 review_overall13
## 1.884615 2.601896 2.500000 2.569318
## review_overall14 review_overall15 review_overall16 review_overall17
## 2.400000 2.500000 2.352941 2.708333
## review_overall18 review_overall19 review_overall20 review_overall21
## 2.509259 2.750000 2.272727 2.382979
## review_overall22 review_overall23 review_overall24 review_overall25
## 1.875000 2.156250 1.471154 2.750000
## review_overall26 review_overall27 review_overall28 review_overall29
## 2.551360 2.671875 2.662273 2.708333
## review_overall30 review_overall31 review_overall32 review_overall33
## 2.608120 2.610294 2.500000 2.750000
## review_overall34 review_overall35 review_overall36 review_overall37
## 2.531250 2.580645 2.500000 2.400000
## review_overall38 review_overall39 review_overall40 review_overall41
## 2.455882 2.763081 2.289773 2.602857
## review_overall42 review_overall43 review_overall44 review_overall45
## 2.794444 2.333333 2.500000 2.750000
## review_overall46 review_overall47 review_overall48 review_overall49
## 2.333333 2.441176 2.352941 2.541401
## review_overall50 review_overall51 review_overall52 review_overall53
## 2.628889 2.531250 2.661538 2.674312
## review_overall54 review_overall55 review_overall56 review_overall57
## 2.794444 2.312500 2.115385 2.674312
## review_overall58 review_overall59 review_overall60 review_overall61
## 2.500000 2.661538 2.789720 2.722930
## review_overall62 review_overall63 review_overall64 review_overall65
## 2.677560 2.704793 2.642857 2.338983
## review_overall66 review_overall67 review_overall68 review_overall69
## 2.811321 2.727273 2.807692 2.400000
## review_overall70 review_overall71 review_overall72 review_overall73
## 2.789720 2.697802 2.625000 2.772727
## review_overall74 review_overall75 review_overall76 review_overall77
## 2.777778 2.750000 2.614130 2.528777
## review_overall78 review_overall79 review_overall80
## 2.552632 2.545455 2.803279
##
## $MissingCategorical
## character(0)
##
## $RowsWithOutliers
## [1] "1361" "363" "1701" "1254" "1691" "1237" "1931" "1041"
## [9] "1251" "971" "549" "1327" "1252" "1414" "1026" "1226"
## [17] "1061" "1258" "1244" "3083" "1413" "1031" "664" "1254.1"
## [25] "1202" "1410" "1368" "1252.1" "1356" "1101" "972" "1702"
## [33] "1253" "1248" "3083.1" "526" "1358" "549.1" "1038" "625"
## [41] "559" "1395" "972.1" "1059" "1394" "977" "1714" "1038.1"
## [49] "1692" "1408" "1261" "1035" "1690" "1025" "2304" "1358.1"
## [57] "966" "972.2" "1019" "363.1" "1388" "1252.2" "1061.1" "2946"
## [65] "1145" "1696" "1185" "2596" "756" "1702.1" "1693" "1372"
## [73] "1228" "1199" "1258.1" "1028" "1376" "1046" "1227" "1709"
## [81] "1400" "1259" "1352" "1685" "1248.1" "1084" "1023" "1373"
## [89] "1283" "1357" "1630" "526.1" "1145.1" "1029" "964" "1373.1"
## [97] "714" "1630.1" "2937" "1217" "1773" "1260" "1227.1" "1710"
## [105] "775" "549.2" "1239" "1407" "1217.1" "526.2" "763" "964.1"
## [113] "1850" "1363" "1144" "713" "1346" "542" "417" "1242"
## [121] "1397" "1022" "1139" "549.3" "457" "1061.2" "1254.2" "1702.2"
## [129] "1850.1" "801" "1366" "1315" "1060" "789" "1316" "1390"
## [137] "1691.1" "775.1" "1385" "1684" "1183" "1750" "363.2" "1659"
## [145] "1383" "2970"