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readme.md

This plot shows the relationship between cuisines and clusters of ingredients extracted from recipes. The data is provided in a Kaggle competition by Yummly. I trained ingredient clusters using a statistical topic model. Ingredients in each cluster are shown in descending order by frequency. Some ingredients are common (salt), others are more specific (fish sauce). I averaged over all recipes in each cuisine to find their concentration of the different ingredient clusters.

Raw
cuisine.topics.tsv
cuisine topic mean
brazilian sugar.water.orange.lime.ice_cubes 0.24168950241727
brazilian sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.120305218442703
brazilian onions.salt.garlic.water.green_bell_pepper 0.101750711514948
brazilian salt.sugar.all-purpose_flour.eggs.milk 0.0732410662128014
brazilian salt.chili_powder.olive_oil.ground_cumin.garlic 0.0618092630408414
brazilian salt.butter.milk.pepper.all-purpose_flour 0.0572882338037356
brazilian salt.onions.garlic.water.pepper 0.0568149536612538
brazilian salt.onions.garlic.garam_masala.ground_cumin 0.0455709924557695
brazilian salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.0395485396443166
brazilian onions.carrots.salt.olive_oil.garlic_cloves 0.0326730185126778
brazilian fish_sauce.sugar.garlic.vegetable_oil.salt 0.029304086418896
brazilian olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.0274015007925142
brazilian olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.0195226478020672
brazilian salt.onions.olive_oil.garlic.pepper 0.0190185269345214
brazilian mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.0166167123452962
brazilian salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0139065503443576
brazilian salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00882899146497551
brazilian salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00774024997970279
brazilian all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00663223994046108
brazilian garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.00490680412052566
brazilian grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00404681922244126
brazilian soy_sauce.sesame_oil.corn_starch.salt.garlic 0.0038392875659752
brazilian sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.0029033981287725
brazilian salt.onions.oil.green_chilies.cumin_seed 0.0026740864406482
brazilian soy_sauce.sugar.sesame_oil.mirin.water 0.00196659879252875
british sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.271261153021366
british salt.sugar.all-purpose_flour.eggs.milk 0.172230394589198
british onions.carrots.salt.olive_oil.garlic_cloves 0.13467757208351
british salt.butter.milk.pepper.all-purpose_flour 0.12713552001905
british all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.0564325821145465
british garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0400769143057048
british salt.onions.olive_oil.garlic.pepper 0.0315203249809598
british sugar.water.orange.lime.ice_cubes 0.0312462278841004
british salt.onions.garlic.water.pepper 0.0207831722003297
british mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.0174226233189298
british salt.onions.garlic.garam_masala.ground_cumin 0.0173142242660978
british olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.0171194390486706
british salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0134761790133967
british olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00819763221915947
british salt.onions.oil.green_chilies.cumin_seed 0.00570251539062141
british salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00565232535833522
british salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00527915848298492
british onions.salt.garlic.water.green_bell_pepper 0.00423221938065878
british soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00393682716264538
british fish_sauce.sugar.garlic.vegetable_oil.salt 0.00355454398442036
british grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00346256301553528
british sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00259970581566604
british soy_sauce.sugar.sesame_oil.mirin.water 0.00228297384307691
british salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00227099878179922
british salt.chili_powder.olive_oil.ground_cumin.garlic 0.00213220971923722
cajun_creole onions.salt.garlic.water.green_bell_pepper 0.502774859602572
cajun_creole garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0862708239152923
cajun_creole mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.08006741729088
cajun_creole salt.butter.milk.pepper.all-purpose_flour 0.0647103163555627
cajun_creole sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.051047770416549
cajun_creole salt.sugar.all-purpose_flour.eggs.milk 0.0380971201857478
cajun_creole salt.onions.olive_oil.garlic.pepper 0.0258677582710645
cajun_creole olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.0237385767496408
cajun_creole salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0185674180568969
cajun_creole salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.0184125164747764
cajun_creole salt.chili_powder.olive_oil.ground_cumin.garlic 0.0114152333781789
cajun_creole onions.carrots.salt.olive_oil.garlic_cloves 0.0111852999711256
cajun_creole grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.0085256220181561
cajun_creole sugar.water.orange.lime.ice_cubes 0.00842414531382654
cajun_creole olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00813708388692383
cajun_creole all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00717313025574675
cajun_creole salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00503145311019678
cajun_creole soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00493795738881287
cajun_creole sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00476679797021305
cajun_creole salt.ground_cumin.olive_oil.garlic_cloves.onions 0.0041011288552577
cajun_creole salt.onions.garlic.garam_masala.ground_cumin 0.0039897794224029
cajun_creole fish_sauce.sugar.garlic.vegetable_oil.salt 0.00393440563905678
cajun_creole salt.onions.garlic.water.pepper 0.00353268830412933
cajun_creole salt.onions.oil.green_chilies.cumin_seed 0.00312101229589461
cajun_creole soy_sauce.sugar.sesame_oil.mirin.water 0.00216968487109596
chinese soy_sauce.sesame_oil.corn_starch.salt.garlic 0.775761332438602
chinese fish_sauce.sugar.garlic.vegetable_oil.salt 0.0423828015069108
chinese soy_sauce.sugar.sesame_oil.mirin.water 0.0301461494884516
chinese salt.sugar.all-purpose_flour.eggs.milk 0.0297296616273309
chinese sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.0153937388366943
chinese salt.onions.garlic.water.pepper 0.0136483269870473
chinese garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0104470577476966
chinese salt.onions.oil.green_chilies.cumin_seed 0.00690581485895077
chinese sugar.water.orange.lime.ice_cubes 0.0061041562653309
chinese onions.carrots.salt.olive_oil.garlic_cloves 0.00604540147944964
chinese onions.salt.garlic.water.green_bell_pepper 0.00600705061107701
chinese salt.butter.milk.pepper.all-purpose_flour 0.00564613737436275
chinese salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0052595224610969
chinese salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00514493274898644
chinese olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.00507539764105772
chinese mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00461557679672004
chinese salt.chili_powder.olive_oil.ground_cumin.garlic 0.00421052854230839
chinese salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00412506010599709
chinese salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00408236144064835
chinese salt.onions.garlic.garam_masala.ground_cumin 0.00404142781760061
chinese all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00350879842605746
chinese salt.onions.olive_oil.garlic.pepper 0.00332352712132358
chinese olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00327310455900483
chinese sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00318281210477445
chinese grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00193932101251897
filipino salt.onions.garlic.water.pepper 0.471260682322977
filipino soy_sauce.sesame_oil.corn_starch.salt.garlic 0.141903412791547
filipino salt.sugar.all-purpose_flour.eggs.milk 0.106618369147421
filipino fish_sauce.sugar.garlic.vegetable_oil.salt 0.0389023119304845
filipino sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.0363926532437136
filipino sugar.water.orange.lime.ice_cubes 0.0246398597284993
filipino soy_sauce.sugar.sesame_oil.mirin.water 0.0243709723615014
filipino salt.onions.olive_oil.garlic.pepper 0.0229052616260004
filipino garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0149282111368271
filipino onions.carrots.salt.olive_oil.garlic_cloves 0.0147350247730642
filipino salt.butter.milk.pepper.all-purpose_flour 0.0115535879062805
filipino onions.salt.garlic.water.green_bell_pepper 0.0110141097035375
filipino mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.0101815351495627
filipino salt.onions.garlic.garam_masala.ground_cumin 0.0100566006357237
filipino grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00889109519562486
filipino salt.chili_powder.olive_oil.ground_cumin.garlic 0.00817726929847102
filipino sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.0080995375827799
filipino olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00576442755860523
filipino salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00564325599880652
filipino salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.00457015613943925
filipino salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00436640519723156
filipino salt.ground_cumin.olive_oil.garlic_cloves.onions 0.0043442266899892
filipino all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00369258095408498
filipino olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.00349666265868455
filipino salt.onions.oil.green_chilies.cumin_seed 0.00349179026914206
french sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.273531884613534
french onions.carrots.salt.olive_oil.garlic_cloves 0.165649400240717
french olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.124848490457629
french salt.butter.milk.pepper.all-purpose_flour 0.0928248164521537
french salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0878169468619232
french salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.0470901762207697
french salt.sugar.all-purpose_flour.eggs.milk 0.0444996249606641
french olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.0333815037480427
french salt.onions.olive_oil.garlic.pepper 0.0236647592013798
french sugar.water.orange.lime.ice_cubes 0.021514582073154
french mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.0194072299286534
french all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.01418407744168
french onions.salt.garlic.water.green_bell_pepper 0.00659661963912215
french salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00651080742444377
french soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00642680714363198
french grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00482889570796936
french garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0040152244237455
french salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.0036525140249938
french salt.onions.garlic.garam_masala.ground_cumin 0.00351266992759555
french salt.onions.garlic.water.pepper 0.00348983500273539
french fish_sauce.sugar.garlic.vegetable_oil.salt 0.00330449323148097
french salt.chili_powder.olive_oil.ground_cumin.garlic 0.00293492561832126
french soy_sauce.sugar.sesame_oil.mirin.water 0.00290661906309079
french sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00189961451073506
french salt.onions.oil.green_chilies.cumin_seed 0.00150748208183259
greek salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.465544559102151
greek salt.onions.olive_oil.garlic.pepper 0.0909532479350376
greek sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.0684745424900565
greek salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.0566132544509319
greek salt.ground_cumin.olive_oil.garlic_cloves.onions 0.0456132029118758
greek olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.0434981613750425
greek grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.03682691280785
greek salt.sugar.all-purpose_flour.eggs.milk 0.0337089495855323
greek olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.030675209033448
greek onions.carrots.salt.olive_oil.garlic_cloves 0.0234263976919526
greek salt.butter.milk.pepper.all-purpose_flour 0.0192192171825344
greek garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0114543766127846
greek salt.onions.garlic.garam_masala.ground_cumin 0.0114392417702971
greek mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00950872577418241
greek onions.salt.garlic.water.green_bell_pepper 0.00861094338644044
greek sugar.water.orange.lime.ice_cubes 0.00831594573306565
greek salt.chili_powder.olive_oil.ground_cumin.garlic 0.00787741815656981
greek soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00608316470235164
greek salt.onions.garlic.water.pepper 0.00427525140270714
greek sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00388514976273875
greek salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00326942353082298
greek fish_sauce.sugar.garlic.vegetable_oil.salt 0.00292583140742851
greek all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00284345313968129
greek soy_sauce.sugar.sesame_oil.mirin.water 0.00267585054299891
greek salt.onions.oil.green_chilies.cumin_seed 0.00228156951151829
indian salt.onions.garlic.garam_masala.ground_cumin 0.383315933709507
indian salt.onions.oil.green_chilies.cumin_seed 0.311914264551956
indian salt.ground_cumin.olive_oil.garlic_cloves.onions 0.0894908127222508
indian salt.sugar.all-purpose_flour.eggs.milk 0.0597710578669298
indian fish_sauce.sugar.garlic.vegetable_oil.salt 0.0200268475746328
indian sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.0168066193532965
indian sugar.water.orange.lime.ice_cubes 0.0157502845229653
indian salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0118176155034133
indian salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00939971774879976
indian soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00910721545737679
indian salt.butter.milk.pepper.all-purpose_flour 0.00732929262557755
indian salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00671434992213274
indian salt.chili_powder.olive_oil.ground_cumin.garlic 0.00624310514557272
indian salt.onions.garlic.water.pepper 0.00560071700364768
indian mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00556411939291184
indian all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00530565359936578
indian onions.salt.garlic.water.green_bell_pepper 0.0050287692393085
indian olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.00501081237222832
indian onions.carrots.salt.olive_oil.garlic_cloves 0.0049448659797766
indian salt.onions.olive_oil.garlic.pepper 0.00485368769883207
indian olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.0045349757198979
indian garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.00408326781973292
indian sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00310352963181558
indian soy_sauce.sugar.sesame_oil.mirin.water 0.00223236884284326
indian grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00205011599522812
irish sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.21482490254863
irish onions.carrots.salt.olive_oil.garlic_cloves 0.196818783507159
irish salt.butter.milk.pepper.all-purpose_flour 0.150674444329401
irish all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.132971840568552
irish salt.sugar.all-purpose_flour.eggs.milk 0.0616916987949936
irish salt.onions.olive_oil.garlic.pepper 0.0366079556780612
irish salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.0315014456019573
irish sugar.water.orange.lime.ice_cubes 0.02922729375014
irish mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.0242345021312717
irish olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.0207554230700993
irish salt.onions.garlic.water.pepper 0.0164143194214113
irish garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0155514167474273
irish salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0133120707053883
irish salt.ground_cumin.olive_oil.garlic_cloves.onions 0.0128166652262193
irish olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00679138686489149
irish sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00557323561848219
irish salt.chili_powder.olive_oil.ground_cumin.garlic 0.00528987263392605
irish grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00484837627522064
irish onions.salt.garlic.water.green_bell_pepper 0.00455788532366745
irish soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00453281732374812
irish salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00298764196299331
irish salt.onions.garlic.garam_masala.ground_cumin 0.00235897071676933
irish salt.onions.oil.green_chilies.cumin_seed 0.00213362463455951
irish fish_sauce.sugar.garlic.vegetable_oil.salt 0.00212757314059828
irish soy_sauce.sugar.sesame_oil.mirin.water 0.0013958534244318
italian olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.217980801296609
italian grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.162880173330024
italian salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.104014207544299
italian olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.0886400439951913
italian salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0809748265448082
italian salt.onions.olive_oil.garlic.pepper 0.0763853618775652
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italian sugar.water.orange.lime.ice_cubes 0.0144155686273555
italian mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00712858538852646
italian all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00651044766085484
italian garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.00650614190077697
italian sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00624164599539821
italian onions.salt.garlic.water.green_bell_pepper 0.00566811825524703
italian soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00515868711604694
italian salt.chili_powder.olive_oil.ground_cumin.garlic 0.00507640575218786
italian salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00443512780861527
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italian fish_sauce.sugar.garlic.vegetable_oil.salt 0.00348456823104455
italian salt.onions.garlic.water.pepper 0.00329513788877108
italian salt.onions.garlic.garam_masala.ground_cumin 0.00271784018452901
italian soy_sauce.sugar.sesame_oil.mirin.water 0.00174285357520299
italian salt.onions.oil.green_chilies.cumin_seed 0.00151777096521839
jamaican salt.onions.garlic.water.pepper 0.429199512312503
jamaican salt.sugar.all-purpose_flour.eggs.milk 0.0801604907300415
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jamaican salt.chili_powder.olive_oil.ground_cumin.garlic 0.0121543666952965
jamaican mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.0116877100100672
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jamaican olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00545019982565822
jamaican grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00499501767528679
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jamaican olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.00451505874467922
jamaican sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00374800013343933
jamaican salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.00277475069222148
japanese soy_sauce.sugar.sesame_oil.mirin.water 0.561813344783013
japanese soy_sauce.sesame_oil.corn_starch.salt.garlic 0.127374878551342
japanese salt.sugar.all-purpose_flour.eggs.milk 0.0562070060981817
japanese salt.onions.oil.green_chilies.cumin_seed 0.0548470586076507
japanese sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.0282968339695558
japanese fish_sauce.sugar.garlic.vegetable_oil.salt 0.0282332329895795
japanese garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0220490570865689
japanese salt.onions.garlic.garam_masala.ground_cumin 0.0159321228676716
japanese salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.012900020268179
japanese sugar.water.orange.lime.ice_cubes 0.0109198364608542
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japanese olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.00866729934646893
japanese mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00783793088200036
japanese salt.butter.milk.pepper.all-purpose_flour 0.00769873940056801
japanese onions.carrots.salt.olive_oil.garlic_cloves 0.00610637653029042
japanese onions.salt.garlic.water.green_bell_pepper 0.00574510739845815
japanese olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00541425150467707
japanese salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00482421020536658
japanese grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00481695000707807
japanese salt.onions.olive_oil.garlic.pepper 0.00480996888726687
japanese salt.chili_powder.olive_oil.ground_cumin.garlic 0.00473076782564266
japanese salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00398714711120786
japanese salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00306029916750814
japanese all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00287331788494803
japanese sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00181331418354967
korean soy_sauce.sugar.sesame_oil.mirin.water 0.553949795745702
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korean fish_sauce.sugar.garlic.vegetable_oil.salt 0.0369521282305391
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korean salt.onions.garlic.water.pepper 0.0167474566521743
korean sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.00954617260344491
korean salt.chili_powder.olive_oil.ground_cumin.garlic 0.00781408526500364
korean onions.carrots.salt.olive_oil.garlic_cloves 0.00706114475028979
korean garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.00689144573079085
korean salt.butter.milk.pepper.all-purpose_flour 0.00585907760619253
korean olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00574066405665954
korean salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00543190597557814
korean onions.salt.garlic.water.green_bell_pepper 0.00513942965427453
korean salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00452320229665348
korean olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.00423261860830717
korean all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00401834596761854
korean mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00400989896430669
korean salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00376368363423222
korean salt.onions.olive_oil.garlic.pepper 0.00376245608504692
korean salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.00362090234531507
korean sugar.water.orange.lime.ice_cubes 0.00345525068693887
korean salt.onions.oil.green_chilies.cumin_seed 0.00300390906431247
korean salt.onions.garlic.garam_masala.ground_cumin 0.00268341500098053
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korean grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00156722861076605
mexican salt.chili_powder.olive_oil.ground_cumin.garlic 0.281653153368997
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mexican sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.0337825632414507
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mexican sugar.water.orange.lime.ice_cubes 0.0206017776265877
mexican salt.sugar.all-purpose_flour.eggs.milk 0.0161072816435325
mexican garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0137537299554901
mexican salt.butter.milk.pepper.all-purpose_flour 0.0126724937834263
mexican onions.salt.garlic.water.green_bell_pepper 0.0121525865316199
mexican salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0120897289318191
mexican all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.0111040935945292
mexican salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.010287841488467
mexican grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00826306128510951
mexican salt.onions.garlic.garam_masala.ground_cumin 0.00810665932607288
mexican olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00781365168070236
mexican fish_sauce.sugar.garlic.vegetable_oil.salt 0.007668145044342
mexican onions.carrots.salt.olive_oil.garlic_cloves 0.00729877738054857
mexican salt.onions.garlic.water.pepper 0.00719013065422996
mexican salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00689823887755722
mexican soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00665094748006092
mexican mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00574166231427409
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mexican salt.onions.oil.green_chilies.cumin_seed 0.00307238042876444
mexican soy_sauce.sugar.sesame_oil.mirin.water 0.00246594592152358
moroccan salt.ground_cumin.olive_oil.garlic_cloves.onions 0.637956618213083
moroccan salt.onions.garlic.garam_masala.ground_cumin 0.0722004665476683
moroccan salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0529123603508238
moroccan salt.sugar.all-purpose_flour.eggs.milk 0.0413295572138007
moroccan sugar.water.orange.lime.ice_cubes 0.0285698064928189
moroccan sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.024731833900035
moroccan olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.0218931023209072
moroccan salt.onions.olive_oil.garlic.pepper 0.0190255244012454
moroccan onions.carrots.salt.olive_oil.garlic_cloves 0.014919286366449
moroccan salt.onions.garlic.water.pepper 0.00999741252703291
moroccan olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00947329876040721
moroccan salt.onions.oil.green_chilies.cumin_seed 0.00829706999554336
moroccan salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00771759682275973
moroccan salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00746773411291862
moroccan onions.salt.garlic.water.green_bell_pepper 0.00714232096040543
moroccan soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00713874672467832
moroccan salt.chili_powder.olive_oil.ground_cumin.garlic 0.00487951876655967
moroccan fish_sauce.sugar.garlic.vegetable_oil.salt 0.00460348877070443
moroccan grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00392567729858684
moroccan mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00339410517070269
moroccan salt.butter.milk.pepper.all-purpose_flour 0.00326793502414996
moroccan garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.00322447375278887
moroccan all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00265643055928207
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moroccan soy_sauce.sugar.sesame_oil.mirin.water 0.00113590457275875
russian salt.sugar.all-purpose_flour.eggs.milk 0.171457897177847
russian onions.carrots.salt.olive_oil.garlic_cloves 0.166980412206171
russian sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.159028439573213
russian mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.0999690159443792
russian all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.0667598165907376
russian salt.butter.milk.pepper.all-purpose_flour 0.0613376913630555
russian salt.onions.olive_oil.garlic.pepper 0.0508383450063899
russian salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0343804109180451
russian salt.onions.garlic.water.pepper 0.0302713520795109
russian olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.0202275579145329
russian sugar.water.orange.lime.ice_cubes 0.0194675258016676
russian grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.0152724974708676
russian olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.0143440943535723
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russian salt.onions.garlic.garam_masala.ground_cumin 0.0118702630992038
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russian onions.salt.garlic.water.green_bell_pepper 0.00877021361441484
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russian salt.onions.oil.green_chilies.cumin_seed 0.0064245431988233
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russian soy_sauce.sugar.sesame_oil.mirin.water 0.00581848140061966
russian garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.00531284256007492
russian salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00505131275559001
russian fish_sauce.sugar.garlic.vegetable_oil.salt 0.00355040516142445
southern_us sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.245919981417316
southern_us all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.139302941947165
southern_us salt.butter.milk.pepper.all-purpose_flour 0.114383243302571
southern_us garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.0965543189704915
southern_us onions.salt.garlic.water.green_bell_pepper 0.088116894682719
southern_us mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.0684697186082793
southern_us sugar.water.orange.lime.ice_cubes 0.0400221088575175
southern_us salt.sugar.all-purpose_flour.eggs.milk 0.0333779864167627
southern_us onions.carrots.salt.olive_oil.garlic_cloves 0.0231815061604966
southern_us salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.0183065692423723
southern_us salt.onions.olive_oil.garlic.pepper 0.0149812312316243
southern_us salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.0137272856067003
southern_us olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.0127751726285599
southern_us olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.0123785173297861
southern_us sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.0117532651997088
southern_us salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.0116974046495536
southern_us salt.chili_powder.olive_oil.ground_cumin.garlic 0.0101007169311132
southern_us soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00952478020081201
southern_us salt.onions.garlic.water.pepper 0.00946795801903077
southern_us salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00616611250110183
southern_us fish_sauce.sugar.garlic.vegetable_oil.salt 0.0050216763165281
southern_us salt.onions.garlic.garam_masala.ground_cumin 0.00475127032590589
southern_us grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00472885414571021
southern_us salt.onions.oil.green_chilies.cumin_seed 0.00306582333569574
southern_us soy_sauce.sugar.sesame_oil.mirin.water 0.00222466197247801
spanish olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.206640213109335
spanish salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.159550770885104
spanish sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.0762423941985937
spanish olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.0579430385023712
spanish salt.onions.olive_oil.garlic.pepper 0.0578063915626554
spanish sugar.water.orange.lime.ice_cubes 0.0516686461123248
spanish onions.salt.garlic.water.green_bell_pepper 0.0500078025766624
spanish salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.048648122333896
spanish onions.carrots.salt.olive_oil.garlic_cloves 0.0469441171442786
spanish salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.0417897179099798
spanish salt.ground_cumin.olive_oil.garlic_cloves.onions 0.0378301710364525
spanish salt.sugar.all-purpose_flour.eggs.milk 0.0345095067168573
spanish salt.butter.milk.pepper.all-purpose_flour 0.0311431924425261
spanish salt.chili_powder.olive_oil.ground_cumin.garlic 0.0193664113873676
spanish salt.onions.garlic.garam_masala.ground_cumin 0.0124593185946
spanish mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00954403302128337
spanish sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00921469539531137
spanish grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00915544962905753
spanish garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.00865668160563124
spanish salt.onions.garlic.water.pepper 0.00847312547047563
spanish fish_sauce.sugar.garlic.vegetable_oil.salt 0.00747895469100725
spanish soy_sauce.sesame_oil.corn_starch.salt.garlic 0.00626205165795427
spanish all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00435202450806052
spanish salt.onions.oil.green_chilies.cumin_seed 0.00240013117086993
spanish soy_sauce.sugar.sesame_oil.mirin.water 0.00191303833734396
thai fish_sauce.sugar.garlic.vegetable_oil.salt 0.743501494825141
thai soy_sauce.sesame_oil.corn_starch.salt.garlic 0.0844440272134252
thai salt.onions.garlic.garam_masala.ground_cumin 0.0315419922577227
thai salt.sugar.all-purpose_flour.eggs.milk 0.0132980596476852
thai soy_sauce.sugar.sesame_oil.mirin.water 0.0115552914902592
thai salt.onions.garlic.water.pepper 0.0109167404880873
thai sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.00987037113420421
thai sugar.water.orange.lime.ice_cubes 0.00985283990002317
thai salt.onions.oil.green_chilies.cumin_seed 0.00984236496656998
thai salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.00823783180896095
thai salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00793701924958216
thai garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.00669773982625805
thai salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.00606577303215863
thai salt.chili_powder.olive_oil.ground_cumin.garlic 0.00597670808640643
thai salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00572868624102466
thai olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.00539703745303323
thai olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.00521126576825446
thai onions.salt.garlic.water.green_bell_pepper 0.00472660875443614
thai mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.00426247011710869
thai salt.butter.milk.pepper.all-purpose_flour 0.00375462604550067
thai salt.onions.olive_oil.garlic.pepper 0.00246051009549598
thai grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00244162150295681
thai onions.carrots.salt.olive_oil.garlic_cloves 0.00241381941818895
thai sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00215638900879101
thai all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00170871166872519
vietnamese fish_sauce.sugar.garlic.vegetable_oil.salt 0.644302134662859
vietnamese soy_sauce.sesame_oil.corn_starch.salt.garlic 0.140627888896208
vietnamese salt.onions.garlic.water.pepper 0.0496829944113019
vietnamese soy_sauce.sugar.sesame_oil.mirin.water 0.0286096929319495
vietnamese sugar.salt.all-purpose_flour.vanilla_extract.large_eggs 0.018228982771729
vietnamese salt.sugar.all-purpose_flour.eggs.milk 0.0159871376617279
vietnamese sugar.water.orange.lime.ice_cubes 0.0128668877371558
vietnamese salt.chopped_cilantro_fresh.garlic_cloves.jalapeno_chilies.fresh_lime_juice 0.00849124251815084
vietnamese salt.onions.oil.green_chilies.cumin_seed 0.00831524305956528
vietnamese salt.butter.milk.pepper.all-purpose_flour 0.00778281552151003
vietnamese onions.carrots.salt.olive_oil.garlic_cloves 0.00757022719768989
vietnamese salt.onions.garlic.garam_masala.ground_cumin 0.00672503882329304
vietnamese olive_oil.dry_white_wine.salt.garlic_cloves.extra-virgin_olive_oil 0.00605054061144104
vietnamese salt.onions.olive_oil.garlic.pepper 0.00579644119906661
vietnamese salt.olive_oil.extra-virgin_olive_oil.garlic_cloves.purple_onion 0.00539232777772484
vietnamese garlic_powder.salt.paprika.cayenne_pepper.ground_black_pepper 0.00486581867017522
vietnamese mayonaise.salt.worcestershire_sauce.green_onions.pepper 0.0047248300556275
vietnamese onions.salt.garlic.water.green_bell_pepper 0.00417602626805254
vietnamese grated_parmesan_cheese.salt.olive_oil.shredded_mozzarella_cheese.garlic 0.00401857344216082
vietnamese salt.chili_powder.olive_oil.ground_cumin.garlic 0.00347130998243714
vietnamese salt.garlic_cloves.olive_oil.cooking_spray.ground_black_pepper 0.0034073313625652
vietnamese all-purpose_flour.salt.baking_powder.buttermilk.sugar 0.00303339655872869
vietnamese salt.ground_cumin.olive_oil.garlic_cloves.onions 0.00274695740284866
vietnamese olive_oil.extra-virgin_olive_oil.salt.garlic_cloves.ground_black_pepper 0.0021129541389509
vietnamese sour_cream.salsa.shredded_cheddar_cheese.flour_tortillas.onions 0.00101320633708132
Raw
index.html
<html>
<head>
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.16/d3.min.js" charset="utf-8"></script>
<link href='https://fonts.googleapis.com/css?family=Open+Sans+Condensed:300' rel='stylesheet' type='text/css'>
<link href='https://fonts.googleapis.com/css?family=Open+Sans:300' rel='stylesheet' type='text/css'>
<style>
div { font-family: "Open Sans"; margin: 30px;}
circle { fill: #7777ff; }
text { font-family: "Open Sans Condensed"; }
</style>
</head>
<body>
<div id="display"></div>
<script>
var topics = [];
var cuisines = [];
var topicCuisines;
var topicWeights = {};
var svg, topicScale, cuisineScale, radiusScale;
d3.tsv("cuisine.topics.tsv")
.row(function (d) {
var topicID = topics.indexOf(d.topic);
if (topicID == -1) {
topics.push(d.topic);
topicID = topics.length - 1;
topicWeights[d.topic] = 0.0;
}
var score = Number(d.mean);
topicWeights[d.topic] += score;
var cuisineID = cuisines.indexOf(d.cuisine);
if (cuisineID == -1) {
cuisines.push(d.cuisine);
cuisineID = cuisines.length - 1;
}
return { topic: topicID, cuisine: cuisineID, score: score };
})
.get(function (error, rows) {
topicCuisines = rows;
svg = d3.select("#display").append("svg").attr("height", 1230).attr("width", 1200);
topicScale = d3.scale.ordinal()
.domain(d3.map(topicWeights).keys().sort(function (a, b) { return topicWeights[b] - topicWeights[a]; })).rangePoints([110, 1150]);
cuisineScale = d3.scale.ordinal()
.domain(cuisines).rangePoints([30, 600]);
radiusScale = d3.scale.sqrt()
.domain([0, 1.0]).range([0, 450 / cuisines.length]);
cuisines.forEach(function (c) {
// top row
svg.append("text").attr("transform", "translate(" + cuisineScale(c) + ", 100) rotate(-45)").text(c);
// bottom row
svg.append("text").attr("transform", "translate(" + cuisineScale(c) + ", 1170) rotate(45)").text(c);
// and a thin line between
svg.append("line")
.attr("x1", cuisineScale(c))
.attr("y1", 110)
.attr("x2", cuisineScale(c))
.attr("y2", 1150)
.style("stroke", "#f8f8f8");
});
topicCuisines.forEach(function (d) {
svg.append("circle")
.attr("cx", cuisineScale(cuisines[d.cuisine]))
.attr("cy", topicScale(topics[d.topic]))
.attr("r", radiusScale(d.score))
//.style("opacity", d.cuisine % 2 == 1 ? 0.6 : 1.0);
.style("opacity", 0.7);
});
topics.forEach(function (t) {
var words = t.split(".").map(function (w) { return w.replace(/_/g, " "); });
svg.append("text").attr("transform", "translate(630, " + topicScale(t) + ")").text(words.slice(0,9).join(", ")).attr("dominant-baseline", "middle")
.append("title").text(words.join(", "));
});
});
</script>
</body>
</html>
Raw
labels.tsv
1 mayonaise salt worcestershire_sauce green_onions pepper hot_sauce lemon_juice vegetable_oil fresh_lemon_juice dijon_mustard ketchup cider_vinegar onions butter ground_black_pepper eggs garlic_cloves sugar creole_mustard purple_onion fresh_parsley paprika prepared_horseradish large_eggs sour_cream pimentos carrots ground_red_pepper dry_mustard olive_oil sweet_onion tomatoes creole_seasoning black_pepper lump_crab_meat capers hard-boiled_egg bacon_slices cajun_seasoning freshly_ground_pepper mustard celery_seed kosher_salt shrimp cream_cheese apple_cider_vinegar chopped_celery ham yellow_mustard pickle_relish
2 onions carrots salt olive_oil garlic_cloves ground_black_pepper water butter unsalted_butter bay_leaves all-purpose_flour bay_leaf garlic pepper kosher_salt celery_ribs shallots tomato_paste dry_red_wine extra-virgin_olive_oil potatoes dry_white_wine leeks black_pepper chicken_stock black_peppercorns fresh_parsley thyme_sprigs fresh_thyme beef_broth celery fresh_rosemary vegetable_oil thyme red_wine flat_leaf_parsley beef_stock yellow_onion bacon dried_thyme sea_salt freshly_ground_pepper mushrooms parsley chopped_fresh_thyme large_garlic_cloves heavy_cream flour chicken cabbage
3 salt butter milk pepper all-purpose_flour eggs large_eggs grated_parmesan_cheese onions water ground_black_pepper unsalted_butter heavy_cream olive_oil flour garlic bacon chicken_broth fresh_parsley green_onions grits potatoes black_pepper half_&_half parmesan_cheese whole_milk kosher_salt lemon_juice shrimp vegetable_oil garlic_powder ground_nutmeg garlic_cloves shredded_cheddar_cheese freshly_ground_pepper cheese cheddar_cheese cream_cheese paprika quickcooking_grits bread_crumbs cayenne_pepper whipping_cream shredded_sharp_cheddar_cheese fresh_mushrooms boneless_skinless_chicken_breasts sour_cream cajun_seasoning grated_nutmeg sharp_cheddar_cheese
4 olive_oil dry_white_wine salt garlic_cloves extra-virgin_olive_oil shallots unsalted_butter flat_leaf_parsley butter fresh_lemon_juice ground_black_pepper onions arborio_rice kosher_salt water fresh_parsley garlic lemon large_garlic_cloves mussels grated_parmesan_cheese tomatoes saffron_threads black_pepper all-purpose_flour freshly_ground_pepper low_salt_chicken_broth leeks pepper heavy_cream fennel_bulb white_wine capers large_shrimp chopped_fresh_thyme chicken_stock red_bell_pepper chopped_fresh_chives fresh_tarragon minced_garlic chicken_broth shrimp linguine sea_scallops lemon_wedge crushed_red_pepper whipping_cream clam_juice bay_leaf clams
5 soy_sauce sugar sesame_oil mirin water scallions salt green_onions rice_vinegar garlic carrots sesame_seeds sake ginger vegetable_oil onions toasted_sesame_seeds eggs fresh_ginger garlic_cloves toasted_sesame_oil dashi gochujang_base shiitake cucumber brown_sugar honey ground_black_pepper kosher_salt nori kimchi pepper oil minced_garlic daikon sushi_rice spring_onions beef white_miso sea_salt spinach canola_oil konbu miso_paste avocado black_pepper napa_cabbage low_sodium_soy_sauce mushrooms soba_noodles
6 salt onions oil green_chilies cumin_seed ground_turmeric garam_masala water chili_powder tomatoes ginger clove cilantro_leaves garlic_paste coriander_powder garlic red_chili_powder curry_leaves mustard_seeds tumeric ghee cinnamon_sticks ground_cumin potatoes coriander_seeds coriander yoghurt red_chili_peppers lemon_juice vegetable_oil fennel_seeds black_peppercorns cinnamon cashew_nuts sugar chicken paneer ginger_paste rice green_cardamom bay_leaf butter bay_leaves amchur pepper basmati_rice mint_leaves seeds coconut asafoetida
7 sugar salt all-purpose_flour vanilla_extract large_eggs unsalted_butter butter baking_powder ground_cinnamon granulated_sugar eggs water milk large_egg_yolks heavy_cream powdered_sugar baking_soda whipping_cream whole_milk brown_sugar confectioners_sugar white_sugar corn_starch egg_yolks large_egg_whites chopped_pecans unsweetened_cocoa_powder cinnamon vanilla ground_nutmeg light_brown_sugar fresh_lemon_juice sweetened_condensed_milk egg_whites peaches cooking_spray cream_cheese honey pure_vanilla_extract almond_extract buttermilk semisweet_chocolate light_corn_syrup sweet_potatoes vanilla_beans vegetable_oil flour bittersweet_chocolate strawberries lemon_juice
8 salt ground_cumin olive_oil garlic_cloves onions ground_cinnamon ground_ginger ground_coriander ground_black_pepper chopped_cilantro_fresh water fresh_lemon_juice carrots paprika couscous chickpeas garlic kosher_salt ground_turmeric curry_powder extra-virgin_olive_oil honey peeled_fresh_ginger cayenne_pepper black_pepper ground_red_pepper chopped_onion cinnamon_sticks tumeric saffron_threads golden_raisins lemon raisins fresh_parsley dried_apricot purple_onion cinnamon lemon_juice tomatoes pepper vegetable_oil chopped_fresh_mint cooking_spray diced_tomatoes ground_allspice tomato_paste flat_leaf_parsley sugar ground_cloves sweet_paprika
9 sour_cream salsa shredded_cheddar_cheese flour_tortillas onions green_onions ground_beef chili_powder tomatoes ground_cumin corn_tortillas black_beans water salt refried_beans diced_tomatoes enchilada_sauce taco_seasoning shredded_monterey_jack_cheese taco_seasoning_mix vegetable_oil chopped_cilantro_fresh jalapeno_chilies cheddar_cheese tortilla_chips lean_ground_beef green_chile cream_cheese chopped_onion mexican_cheese_blend garlic cheese avocado cooked_chicken pepper tomato_sauce boneless_skinless_chicken_breasts shredded_lettuce garlic_powder sliced_black_olives green_chilies chicken_breasts butter chile_pepper monterey_jack eggs chicken_broth milk corn guacamole
10 all-purpose_flour salt baking_powder buttermilk sugar large_eggs baking_soda unsalted_butter butter milk eggs vegetable_oil yellow_corn_meal cornmeal flour whole_milk white_cornmeal kosher_salt shortening vegetable_shortening honey self_rising_flour whole_wheat_flour sour_cream granulated_sugar pepper melted_butter cream_style_corn ground_black_pepper cayenne_pepper all_purpose_unbleached_flour canola_oil water jalapeno_chilies white_sugar ice_water heavy_cream bacon_drippings green_onions active_dry_yeast boiling_water corn_kernels self-rising_cornmeal black_pepper cheddar_cheese cold_water bacon low-fat_buttermilk green_tomatoes sharp_cheddar_cheese
11 salt onions garlic water pepper soy_sauce oil ground_black_pepper garlic_cloves carrots bay_leaves vegetable_oil tomatoes brown_sugar vinegar black_pepper chicken coconut_milk scallions ginger sugar potatoes fish_sauce cooking_oil white_vinegar ground_allspice olive_oil green_onions thyme eggs lemon curry_powder pork dried_thyme fresh_thyme ground_cinnamon allspice peppercorns butter black_peppercorns flour red_bell_pepper shrimp ketchup lime cabbage ground_nutmeg yellow_onion scotch_bonnet_chile cinnamon
12 salt garlic_cloves olive_oil cooking_spray ground_black_pepper chopped_onion black_pepper fat_free_less_sodium_chicken_broth water fresh_parmesan_cheese fresh_basil crushed_red_pepper all-purpose_flour fresh_parsley butter red_bell_pepper dry_white_wine diced_tomatoes dried_oregano large_eggs large_egg_whites part-skim_mozzarella_cheese pepper finely_chopped_onion low-fat_milk grated_parmesan_cheese dried_thyme minced_garlic zucchini tomatoes fresh_lemon_juice flat_leaf_parsley fat_free_milk ground_red_pepper balsamic_vinegar dried_basil chopped_celery chopped_fresh_thyme onions plum_tomatoes shallots fresh_oregano extra-virgin_olive_oil fresh_rosemary arborio_rice eggplant part-skim_ricotta_cheese baking_potatoes carrots vegetable_oil_cooking_spray
13 soy_sauce sesame_oil corn_starch salt garlic sugar water green_onions vegetable_oil scallions fresh_ginger rice_vinegar ginger garlic_cloves oyster_sauce oil carrots hoisin_sauce onions peanut_oil eggs honey brown_sugar minced_garlic light_soy_sauce white_pepper shaoxing_wine dark_soy_sauce low_sodium_soy_sauce sesame_seeds canola_oil ground_pork boneless_skinless_chicken_breasts chinese_five-spice_powder pepper kosher_salt peeled_fresh_ginger chicken_broth ground_black_pepper chicken_stock spring_onions toasted_sesame_oil water_chestnuts red_bell_pepper rice_wine cooking_oil black_pepper dry_sherry large_eggs red_chili_peppers
14 olive_oil extra-virgin_olive_oil salt garlic_cloves ground_black_pepper garlic grated_parmesan_cheese kosher_salt fresh_basil onions fresh_basil_leaves flat_leaf_parsley tomatoes unsalted_butter pinenuts large_garlic_cloves plum_tomatoes freshly_ground_pepper parmigiano_reggiano_cheese large_eggs black_pepper pepper water crushed_red_pepper parmesan_cheese zucchini spaghetti sea_salt prosciutto balsamic_vinegar basil_leaves butter pecorino_romano_cheese red_pepper_flakes mozzarella_cheese eggplant fresh_lemon_juice dry_white_wine coarse_salt heavy_cream crushed_red_pepper_flakes cherry_tomatoes arugula purple_onion fresh_rosemary pasta red_bell_pepper minced_garlic diced_tomatoes sugar
15 salt onions olive_oil garlic pepper water carrots dried_oregano ground_black_pepper tomato_paste dried_basil celery diced_tomatoes grated_parmesan_cheese potatoes fresh_parsley butter tomato_sauce green_bell_pepper tomatoes chicken_broth zucchini eggs dried_thyme ground_beef bay_leaf red_bell_pepper crushed_tomatoes white_sugar lean_ground_beef garlic_cloves beef_broth vegetable_oil dried_rosemary chopped_onion salt_and_ground_black_pepper red_wine italian_seasoning dried_parsley black_pepper bacon bay_leaves white_wine red_pepper_flakes lemon_juice pasta yellow_onion all-purpose_flour crushed_red_pepper_flakes cannellini_beans
16 salt chili_powder olive_oil ground_cumin garlic avocado onions black_beans lime cumin jalapeno_chilies sour_cream cilantro pepper salsa purple_onion corn_tortillas lime_juice garlic_powder flour_tortillas fresh_cilantro tomatoes diced_tomatoes red_bell_pepper chopped_cilantro green_onions kosher_salt black_pepper cayenne_pepper chopped_cilantro_fresh garlic_cloves ground_black_pepper boneless_skinless_chicken_breasts corn chicken_broth yellow_onion water dried_oregano fresh_lime_juice chicken_breasts oregano shredded_cheddar_cheese tortillas smoked_paprika onion_powder cilantro_leaves vegetable_oil cheddar_cheese paprika bell_pepper
17 salt onions garlic garam_masala ground_cumin vegetable_oil tumeric water ground_coriander cumin_seed fresh_ginger ground_turmeric garlic_cloves curry_powder ginger cayenne_pepper olive_oil tomatoes chili_powder coconut_milk paprika kosher_salt cumin tomato_paste basmati_rice lemon_juice plain_yogurt coriander ground_black_pepper chopped_cilantro_fresh yellow_onion chickpeas butter potatoes chopped_cilantro cinnamon cilantro frozen_peas jalapeno_chilies pepper cayenne purple_onion carrots diced_tomatoes canola_oil fresh_cilantro black_pepper sea_salt coriander_seeds fresh_ginger_root
18 salt sugar all-purpose_flour eggs milk water butter warm_water baking_powder active_dry_yeast white_sugar flour bread_flour vanilla_extract vegetable_oil unsalted_butter egg_yolks large_eggs dry_yeast raisins yeast ground_cinnamon oil baking_soda shortening olive_oil powdered_sugar brown_sugar melted_butter honey evaporated_milk cornmeal plain_flour granulated_sugar all_purpose_unbleached_flour egg_whites instant_yeast confectioners_sugar caster_sugar whole_wheat_flour whole_milk coconut_milk cinnamon self_rising_flour vanilla ghee cold_water corn_starch lemon lemon_juice
19 grated_parmesan_cheese salt olive_oil shredded_mozzarella_cheese garlic eggs onions pepper mozzarella_cheese ricotta_cheese pasta_sauce tomato_sauce italian_seasoning dried_oregano parmesan_cheese fresh_basil lasagna_noodles dried_basil ground_beef ground_black_pepper garlic_powder marinara_sauce water tomatoes butter diced_tomatoes tomato_paste fresh_parsley large_eggs garlic_cloves minced_garlic frozen_chopped_spinach lean_ground_beef crushed_tomatoes provolone_cheese zucchini pasta milk part-skim_mozzarella_cheese italian_sausage bread_crumbs green_bell_pepper black_pepper eggplant fresh_basil_leaves penne_pasta boneless_skinless_chicken_breast_halves pizza_sauce cottage_cheese spaghetti
20 salt olive_oil extra-virgin_olive_oil garlic_cloves purple_onion ground_black_pepper fresh_lemon_juice tomatoes red_wine_vinegar cucumber garlic pepper capers lemon_juice feta_cheese_crumbles fresh_parsley dried_oregano balsamic_vinegar dijon_mustard kosher_salt red_bell_pepper lemon feta_cheese fresh_basil cherry_tomatoes black_pepper plum_tomatoes pitted_kalamata_olives kalamata white_wine_vinegar fresh_dill flat_leaf_parsley fresh_oregano cooking_spray romaine_lettuce water freshly_ground_pepper shallots green_onions chopped_fresh_mint yellow_bell_pepper grape_tomatoes sherry_vinegar minced_garlic baguette fresh_basil_leaves anchovy_fillets black_olives large_garlic_cloves roasted_red_peppers
21 onions salt garlic water green_bell_pepper garlic_cloves olive_oil celery bay_leaves chicken_broth pepper diced_tomatoes cayenne_pepper ground_black_pepper green_onions andouille_sausage vegetable_oil shrimp dried_thyme celery_ribs all-purpose_flour hot_sauce red_bell_pepper chopped_celery cajun_seasoning butter chopped_onion okra creole_seasoning fresh_parsley long-grain_rice black_pepper cooked_rice black-eyed_peas yellow_onion worcestershire_sauce bay_leaf minced_garlic green_pepper chopped_green_bell_pepper smoked_sausage tomatoes chicken_stock medium_shrimp long_grain_white_rice tomato_paste collard_greens scallions dried_oregano paprika
22 sugar water orange lime ice_cubes fresh_lime_juice ice lemon cinnamon_sticks strawberries orange_juice fresh_lemon_juice tequila cachaca fresh_orange_juice fresh_mint mint_sprigs mango honey peaches clove crushed_ice boiling_water lime_juice cold_water tea_bags vodka white_sugar sweetened_condensed_milk bourbon_whiskey lemon_juice club_soda simple_syrup orange_liqueur mint_leaves triple_sec lime_slices granulated_sugar lime_wedges star_anise pineapple_juice bananas fresh_ginger navel_oranges kosher_salt watermelon superfine_sugar brandy raspberries blackberries
23 fish_sauce sugar garlic vegetable_oil salt fresh_lime_juice garlic_cloves water lime shallots soy_sauce coconut_milk lime_juice carrots lemongrass green_onions cilantro_leaves rice_vinegar brown_sugar beansprouts fresh_ginger chopped_cilantro_fresh peanuts scallions red_bell_pepper rice_noodles cilantro red_chili_peppers sesame_oil ginger cucumber onions kosher_salt lime_wedges thai_basil thai_chile fresh_cilantro shrimp asian_fish_sauce jalapeno_chilies fresh_mint peeled_fresh_ginger boneless_skinless_chicken_breasts kaffir_lime_leaves canola_oil peanut_oil chopped_cilantro fresh_basil unsweetened_coconut_milk purple_onion
24 garlic_powder salt paprika cayenne_pepper ground_black_pepper onion_powder all-purpose_flour vegetable_oil black_pepper kosher_salt eggs dried_thyme worcestershire_sauce pepper flour buttermilk dried_oregano chili_powder ketchup milk brown_sugar water oil butter hot_sauce large_eggs ground_cumin ground_red_pepper cornmeal honey chicken canola_oil catfish_fillets cajun_seasoning seasoning_salt mayonaise sugar panko_breadcrumbs beer cayenne apple_cider_vinegar corn_starch peanut_oil barbecue_sauce cracked_black_pepper baking_powder dijon_mustard olive_oil green_tomatoes dry_mustard
25 salt chopped_cilantro_fresh garlic_cloves jalapeno_chilies fresh_lime_juice ground_cumin garlic avocado onions corn_tortillas vegetable_oil olive_oil white_onion tomatoes purple_onion kosher_salt tomatillos water dried_oregano lime ground_black_pepper lime_juice cilantro_leaves pepper lime_wedges fresh_cilantro chopped_cilantro cilantro chili_powder serrano_chile plum_tomatoes chopped_onion sour_cream chiles chipotle_chile poblano_chiles cooking_spray ancho_chile_pepper canola_oil green_onions chicken_broth radishes yellow_onion queso_fresco black_beans black_pepper red_bell_pepper flour_tortillas coarse_salt chipotles_in_adobo
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