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Author: royjafari

Ch 13 Data Reduction/Cereals.csv

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+name,mfr,type,calories,protein,fat,sodium,fiber,carbo,sugars,potass,vitamins,shelf,weight,cups,rating
+100%_Bran,N,C,70,4,1,130,10,5,6,280,25,3,1,0.33,68.402973
+100%_Natural_Bran,Q,C,120,3,5,15,2,8,8,135,0,3,1,1,33.983679
+All-Bran,K,C,70,4,1,260,9,7,5,320,25,3,1,0.33,59.425505
+All-Bran_with_Extra_Fiber,K,C,50,4,0,140,14,8,0,330,25,3,1,0.5,93.704912
+Almond_Delight,R,C,110,2,2,200,1,14,8,,25,3,1,0.75,34.384843
+Apple_Cinnamon_Cheerios,G,C,110,2,2,180,1.5,10.5,10,70,25,1,1,0.75,29.509541
+Apple_Jacks,K,C,110,2,0,125,1,11,14,30,25,2,1,1,33.174094
+Basic_4,G,C,130,3,2,210,2,18,8,100,25,3,1.33,0.75,37.038562
+Bran_Chex,R,C,90,2,1,200,4,15,6,125,25,1,1,0.67,49.120253
+Bran_Flakes,P,C,90,3,0,210,5,13,5,190,25,3,1,0.67,53.313813
+Cap'n'Crunch,Q,C,120,1,2,220,0,12,12,35,25,2,1,0.75,18.042851
+Cheerios,G,C,110,6,2,290,2,17,1,105,25,1,1,1.25,50.764999
+Cinnamon_Toast_Crunch,G,C,120,1,3,210,0,13,9,45,25,2,1,0.75,19.823573
+Clusters,G,C,110,3,2,140,2,13,7,105,25,3,1,0.5,40.400208
+Cocoa_Puffs,G,C,110,1,1,180,0,12,13,55,25,2,1,1,22.736446
+Corn_Chex,R,C,110,2,0,280,0,22,3,25,25,1,1,1,41.445019
+Corn_Flakes,K,C,100,2,0,290,1,21,2,35,25,1,1,1,45.863324
+Corn_Pops,K,C,110,1,0,90,1,13,12,20,25,2,1,1,35.782791
+Count_Chocula,G,C,110,1,1,180,0,12,13,65,25,2,1,1,22.396513
+Cracklin'_Oat_Bran,K,C,110,3,3,140,4,10,7,160,25,3,1,0.5,40.448772
+Cream_of_Wheat_(Quick),N,H,100,3,0,80,1,21,0,,0,2,1,1,64.533816
+Crispix,K,C,110,2,0,220,1,21,3,30,25,3,1,1,46.895644
+Crispy_Wheat_&_Raisins,G,C,100,2,1,140,2,11,10,120,25,3,1,0.75,36.176196
+Double_Chex,R,C,100,2,0,190,1,18,5,80,25,3,1,0.75,44.330856
+Froot_Loops,K,C,110,2,1,125,1,11,13,30,25,2,1,1,32.207582
+Frosted_Flakes,K,C,110,1,0,200,1,14,11,25,25,1,1,0.75,31.435973
+Frosted_Mini-Wheats,K,C,100,3,0,0,3,14,7,100,25,2,1,0.8,58.345141
+"Fruit_&_Fibre_Dates,_Walnuts,_and_Oats",P,C,120,3,2,160,5,12,10,200,25,3,1.25,0.67,40.917047
+Fruitful_Bran,K,C,120,3,0,240,5,14,12,190,25,3,1.33,0.67,41.015492
+Fruity_Pebbles,P,C,110,1,1,135,0,13,12,25,25,2,1,0.75,28.025765
+Golden_Crisp,P,C,100,2,0,45,0,11,15,40,25,1,1,0.88,35.252444
+Golden_Grahams,G,C,110,1,1,280,0,15,9,45,25,2,1,0.75,23.804043
+Grape_Nuts_Flakes,P,C,100,3,1,140,3,15,5,85,25,3,1,0.88,52.076897
+Grape-Nuts,P,C,110,3,0,170,3,17,3,90,25,3,1,0.25,53.371007
+Great_Grains_Pecan,P,C,120,3,3,75,3,13,4,100,25,3,1,0.33,45.811716
+Honey_Graham_Ohs,Q,C,120,1,2,220,1,12,11,45,25,2,1,1,21.871292
+Honey_Nut_Cheerios,G,C,110,3,1,250,1.5,11.5,10,90,25,1,1,0.75,31.072217
+Honey-comb,P,C,110,1,0,180,0,14,11,35,25,1,1,1.33,28.742414
+Just_Right_Crunchy__Nuggets,K,C,110,2,1,170,1,17,6,60,100,3,1,1,36.523683
+Just_Right_Fruit_&_Nut,K,C,140,3,1,170,2,20,9,95,100,3,1.3,0.75,36.471512
+Kix,G,C,110,2,1,260,0,21,3,40,25,2,1,1.5,39.241114
+Life,Q,C,100,4,2,150,2,12,6,95,25,2,1,0.67,45.328074
+Lucky_Charms,G,C,110,2,1,180,0,12,12,55,25,2,1,1,26.734515
+Maypo,A,H,100,4,1,0,0,16,3,95,25,2,1,1,54.850917
+"Muesli_Raisins,_Dates,_&_Almonds",R,C,150,4,3,95,3,16,11,170,25,3,1,1,37.136863
+"Muesli_Raisins,_Peaches,_&_Pecans",R,C,150,4,3,150,3,16,11,170,25,3,1,1,34.139765
+Mueslix_Crispy_Blend,K,C,160,3,2,150,3,17,13,160,25,3,1.5,0.67,30.313351
+Multi-Grain_Cheerios,G,C,100,2,1,220,2,15,6,90,25,1,1,1,40.105965
+Nut&Honey_Crunch,K,C,120,2,1,190,0,15,9,40,25,2,1,0.67,29.924285
+Nutri-Grain_Almond-Raisin,K,C,140,3,2,220,3,21,7,130,25,3,1.33,0.67,40.69232
+Nutri-grain_Wheat,K,C,90,3,0,170,3,18,2,90,25,3,1,1,59.642837
+Oatmeal_Raisin_Crisp,G,C,130,3,2,170,1.5,13.5,10,120,25,3,1.25,0.5,30.450843
+Post_Nat._Raisin_Bran,P,C,120,3,1,200,6,11,14,260,25,3,1.33,0.67,37.840594
+Product_19,K,C,100,3,0,320,1,20,3,45,100,3,1,1,41.50354
+Puffed_Rice,Q,C,50,1,0,0,0,13,0,15,0,3,0.5,1,60.756112
+Puffed_Wheat,Q,C,50,2,0,0,1,10,0,50,0,3,0.5,1,63.005645
+Quaker_Oat_Squares,Q,C,100,4,1,135,2,14,6,110,25,3,1,0.5,49.511874
+Quaker_Oatmeal,Q,H,100,5,2,0,2.7,,,110,0,1,1,0.67,50.828392
+Raisin_Bran,K,C,120,3,1,210,5,14,12,240,25,2,1.33,0.75,39.259197
+Raisin_Nut_Bran,G,C,100,3,2,140,2.5,10.5,8,140,25,3,1,0.5,39.7034
+Raisin_Squares,K,C,90,2,0,0,2,15,6,110,25,3,1,0.5,55.333142
+Rice_Chex,R,C,110,1,0,240,0,23,2,30,25,1,1,1.13,41.998933
+Rice_Krispies,K,C,110,2,0,290,0,22,3,35,25,1,1,1,40.560159
+Shredded_Wheat,N,C,80,2,0,0,3,16,0,95,0,1,0.83,1,68.235885
+Shredded_Wheat_'n'Bran,N,C,90,3,0,0,4,19,0,140,0,1,1,0.67,74.472949
+Shredded_Wheat_spoon_size,N,C,90,3,0,0,3,20,0,120,0,1,1,0.67,72.801787
+Smacks,K,C,110,2,1,70,1,9,15,40,25,2,1,0.75,31.230054
+Special_K,K,C,110,6,0,230,1,16,3,55,25,1,1,1,53.131324
+Strawberry_Fruit_Wheats,N,C,90,2,0,15,3,15,5,90,25,2,1,1,59.363993
+Total_Corn_Flakes,G,C,110,2,1,200,0,21,3,35,100,3,1,1,38.839746
+Total_Raisin_Bran,G,C,140,3,1,190,4,15,14,230,100,3,1.5,1,28.592785
+Total_Whole_Grain,G,C,100,3,1,200,3,16,3,110,100,3,1,1,46.658844
+Triples,G,C,110,2,1,250,0,21,3,60,25,3,1,0.75,39.106174
+Trix,G,C,110,1,1,140,0,13,12,25,25,2,1,1,27.753301
+Wheat_Chex,R,C,100,3,1,230,3,17,3,115,25,1,1,0.67,49.787445
+Wheaties,G,C,100,3,1,200,3,17,3,110,25,1,1,1,51.592193
+Wheaties_Honey_Gold,G,C,110,2,1,200,1,16,8,60,25,1,1,0.75,36.187559