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‎data/cereal2.csv‎

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name,mfr_type,type,calories,protein,fat,sodium,fiber,carbo,sugars,potass,vitamins,shelf,weight,cups,rating
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100% Bran,N-Cold,Cold,70,4,1,130,10,5,6,280,25,3,1,0.33,68.402973
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100% Natural Bran,Q-Cold,Cold,120,3,5,15,2,8,8,135,0,3,1,1,33.983679
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All-Bran,K-Cold,Cold,70,4,1,260,9,7,5,320,25,3,1,0.33,59.425505
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All-Bran with Extra Fiber,K-Cold,Cold,50,4,0,140,14,8,0,330,25,3,1,0.5,93.704912
6+
Almond Delight,R-Cold,Cold,110,2,2,200,1,14,8,1,25,3,1,0.75,34.384843
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Apple Cinnamon Cheerios,G-Cold,Cold,110,2,2,180,1.5,10.5,10,70,25,1,1,0.75,29.509541
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Apple Jacks,K-Cold,Cold,110,2,0,125,1,11,14,30,25,2,1,1,33.174094
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Basic 4,G-Cold,Cold,130,3,2,210,2,18,8,100,25,3,1.33,0.75,37.038562
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Bran Chex,R-Cold,Cold,90,2,1,200,4,15,6,125,25,1,1,0.67,49.120253
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Bran Flakes,P-Cold,Cold,90,3,0,210,5,13,5,190,25,3,1,0.67,53.313813
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Cap'n'Crunch,Q-Cold,Cold,120,1,2,220,0,12,12,35,25,2,1,0.75,18.042851
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Cheerios,G-Cold,Cold,110,6,2,290,2,17,1,105,25,1,1,1.25,50.764999
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Cinnamon Toast Crunch,G-Cold,Cold,120,1,3,210,0,13,9,45,25,2,1,0.75,19.823573
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Clusters,G-Cold,Cold,110,3,2,140,2,13,7,105,25,3,1,0.5,40.400208
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Cocoa Puffs,G-Cold,Cold,110,1,1,180,0,12,13,55,25,2,1,1,22.736446
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Corn Chex,R-Cold,Cold,110,2,0,280,0,22,3,25,25,1,1,1,41.445019
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Corn Flakes,K-Cold,Cold,100,2,0,290,1,21,2,35,25,1,1,1,45.863324
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Corn Pops,K-Cold,Cold,110,1,0,90,1,13,12,20,25,2,1,1,35.782791
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Count Chocula,G-Cold,Cold,110,1,1,180,0,12,13,65,25,2,1,1,22.396513
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Cracklin' Oat Bran,K-Cold,Cold,110,3,3,140,4,10,7,160,25,3,1,0.5,40.448772
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Cream of Wheat (Quick),N-Hot,Hot,100,3,0,80,1,21,0,1,0,2,1,1,64.533816
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Crispix,K-Cold,Cold,110,2,0,220,1,21,3,30,25,3,1,1,46.895644
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Crispy Wheat & Raisins,G-Cold,Cold,100,2,1,140,2,11,10,120,25,3,1,0.75,36.176196
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Double Chex,R-Cold,Cold,100,2,0,190,1,18,5,80,25,3,1,0.75,44.330856
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Froot Loops,K-Cold,Cold,110,2,1,125,1,11,13,30,25,2,1,1,32.207582
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Frosted Flakes,K-Cold,Cold,110,1,0,200,1,14,11,25,25,1,1,0.75,31.435973
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Frosted Mini-Wheats,K-Cold,Cold,100,3,0,0,3,14,7,100,25,2,1,0.8,58.345141
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Fruit & Fibre Dates; Walnuts; and Oats,P-Cold,Cold,120,3,2,160,5,12,10,200,25,3,1.25,0.67,40.917047
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Fruitful Bran,K-Cold,Cold,120,3,0,240,5,14,12,190,25,3,1.33,0.67,41.015492
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Fruity Pebbles,P-Cold,Cold,110,1,1,135,0,13,12,25,25,2,1,0.75,28.025765
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Golden Crisp,P-Cold,Cold,100,2,0,45,0,11,15,40,25,1,1,0.88,35.252444
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Golden Grahams,G-Cold,Cold,110,1,1,280,0,15,9,45,25,2,1,0.75,23.804043
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Grape Nuts Flakes,P-Cold,Cold,100,3,1,140,3,15,5,85,25,3,1,0.88,52.076897
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Grape-Nuts,P-Cold,Cold,110,3,0,170,3,17,3,90,25,3,1,0.25,53.371007
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Great Grains Pecan,P-Cold,Cold,120,3,3,75,3,13,4,100,25,3,1,0.33,45.811716
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Honey Graham Ohs,Q-Cold,Cold,120,1,2,220,1,12,11,45,25,2,1,1,21.871292
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Honey Nut Cheerios,G-Cold,Cold,110,3,1,250,1.5,11.5,10,90,25,1,1,0.75,31.072217
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Honey-comb,P-Cold,Cold,110,1,0,180,0,14,11,35,25,1,1,1.33,28.742414
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Just Right Crunchy Nuggets,K-Cold,Cold,110,2,1,170,1,17,6,60,100,3,1,1,36.523683
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Just Right Fruit & Nut,K-Cold,Cold,140,3,1,170,2,20,9,95,100,3,1.3,0.75,36.471512
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Kix,G-Cold,Cold,110,2,1,260,0,21,3,40,25,2,1,1.5,39.241114
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Life,Q-Cold,Cold,100,4,2,150,2,12,6,95,25,2,1,0.67,45.328074
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Lucky Charms,G-Cold,Cold,110,2,1,180,0,12,12,55,25,2,1,1,26.734515
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Maypo,A-Hot,Hot,100,4,1,0,0,16,3,95,25,2,1,1,54.850917
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Muesli Raisins; Dates; & Almonds,R-Cold,Cold,150,4,3,95,3,16,11,170,25,3,1,1,37.136863
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Muesli Raisins; Peaches; & Pecans,R-Cold,Cold,150,4,3,150,3,16,11,170,25,3,1,1,34.139765
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Mueslix Crispy Blend,K-Cold,Cold,160,3,2,150,3,17,13,160,25,3,1.5,0.67,30.313351
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Multi-Grain Cheerios,G-Cold,Cold,100,2,1,220,2,15,6,90,25,1,1,1,40.105965
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Nut&Honey Crunch,K-Cold,Cold,120,2,1,190,0,15,9,40,25,2,1,0.67,29.924285
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Nutri-Grain Almond-Raisin,K-Cold,Cold,140,3,2,220,3,21,7,130,25,3,1.33,0.67,40.69232
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Nutri-grain Wheat,K-Cold,Cold,90,3,0,170,3,18,2,90,25,3,1,1,59.642837
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Oatmeal Raisin Crisp,G-Cold,Cold,130,3,2,170,1.5,13.5,10,120,25,3,1.25,0.5,30.450843
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Post Nat. Raisin Bran,P-Cold,Cold,120,3,1,200,6,11,14,260,25,3,1.33,0.67,37.840594
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Product 19,K-Cold,Cold,100,3,0,320,1,20,3,45,100,3,1,1,41.50354
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Puffed Rice,Q-Cold,Cold,50,1,0,0,0,13,0,15,0,3,0.5,1,60.756112
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Puffed Wheat,Q-Cold,Cold,50,2,0,0,1,10,0,50,0,3,0.5,1,63.005645
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Quaker Oat Squares,Q-Cold,Cold,100,4,1,135,2,14,6,110,25,3,1,0.5,49.511874
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Quaker Oatmeal,Q-Hot,Hot,100,5,2,0,2.7,1,1,110,0,1,1,0.67,50.828392
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Raisin Bran,K-Cold,Cold,120,3,1,210,5,14,12,240,25,2,1.33,0.75,39.259197
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Raisin Nut Bran,G-Cold,Cold,100,3,2,140,2.5,10.5,8,140,25,3,1,0.5,39.7034
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Raisin Squares,K-Cold,Cold,90,2,0,0,2,15,6,110,25,3,1,0.5,55.333142
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Rice Chex,R-Cold,Cold,110,1,0,240,0,23,2,30,25,1,1,1.13,41.998933
64+
Rice Krispies,K-Cold,Cold,110,2,0,290,0,22,3,35,25,1,1,1,40.560159
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Shredded Wheat,N-Cold,Cold,80,2,0,0,3,16,0,95,0,1,0.83,1,68.235885
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Shredded Wheat 'n'Bran,N-Cold,Cold,90,3,0,0,4,19,0,140,0,1,1,0.67,74.472949
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Shredded Wheat spoon size,N-Cold,Cold,90,3,0,0,3,20,0,120,0,1,1,0.67,72.801787
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Smacks,K-Cold,Cold,110,2,1,70,1,9,15,40,25,2,1,0.75,31.230054
69+
Special K,K-Cold,Cold,110,6,0,230,1,16,3,55,25,1,1,1,53.131324
70+
Strawberry Fruit Wheats,N-Cold,Cold,90,2,0,15,3,15,5,90,25,2,1,1,59.363993
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Total Corn Flakes,G-Cold,Cold,110,2,1,200,0,21,3,35,100,3,1,1,38.839746
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Total Raisin Bran,G-Cold,Cold,140,3,1,190,4,15,14,230,100,3,1.5,1,28.592785
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Total Whole Grain,G-Cold,Cold,100,3,1,200,3,16,3,110,100,3,1,1,46.658844
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Triples,G-Cold,Cold,110,2,1,250,0,21,3,60,25,3,1,0.75,39.106174
75+
Trix,G-Cold,Cold,110,1,1,140,0,13,12,25,25,2,1,1,27.753301
76+
Wheat Chex,R-Cold,Cold,100,3,1,230,3,17,3,115,25,1,1,0.67,49.787445
77+
Wheaties,G-Cold,Cold,100,3,1,200,3,17,3,110,25,1,1,1,51.592193
78+
Wheaties Honey Gold,G-Cold,Cold,110,2,1,200,1,16,8,60,25,1,1,0.75,36.187559

‎modules/index.html‎

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‎modules/module0/module0-01-programming_in_python_for_data_science.html‎

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<li class="sidebar-item">
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<a href="../../modules/module4/module4-22-whats_that_output_with_column_operations.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">&nbsp;&nbsp; 6.1. Exercises</span></a>
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<a href="../../modules/module4/module4-23-splitting_a_column.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">7. Splitting a Column</span></a>
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<a href="../../modules/module4/module4-24-practice_operations_with_dataframe_columns.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">&nbsp;&nbsp; 7.1. Exercises</span></a>
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<a href="../../modules/module4/module4-25-what_did_we_just_learn.html" class="sidebar-item-text sidebar-link">
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<span class="menu-text">8. What Did We Just Learn?</span></a>
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