Company Country Type Rating Raters 0 Cadbury United Kingdom White 2.969 976 1 Cadbury United Kingdom Milk 5.313 2360 2 Cadbury United Kingdom Dark 4.843 1947 3 Hersheys America White 3.001 1209 4 Hersheys America Milk 4.554 1969 Company Country Type Rating Raters 40 Pacari Ecuador Milk 4.715 1885 41 Pacari Ecuador Dark 2.916 1303 42 Kallari Ecuador White 4.467 1318 43 Kallari Ecuador Milk 4.974 2365 44 Kallari Ecuador Dark 6.096 2022 0 Cadbury 1 Cadbury 2 Cadbury 3 Hersheys 4 Hersheys Name: Company, dtype: object 40 4.715 41 2.916 42 4.467 43 4.974 44 6.096 Name: Rating, dtype: float64 Company Country Type 0 Cadbury United Kingdom White 1 Cadbury United Kingdom Milk 2 Cadbury United Kingdom Dark 3 Hersheys America White 4 Hersheys America Milk Index([u'Company', u'Country', u'Type', u'Rating', u'Raters'], dtype='object') (45, 5) Company Country Type Rating Raters 13 Lindt Switzerland Milk 8.673 3418 17 Godiva Belgium Dark 8.273 3626 37 Duffy's United Kingdom Milk 8.230 3955 28 Toblerone Switzerland Milk 8.183 2675 29 Toblerone Switzerland Dark 8.055 3778 Company Country Type Rating 0 Cadbury United Kingdom White 2.969 1 Cadbury United Kingdom Milk 5.313 2 Cadbury United Kingdom Dark 4.843 3 Hersheys America White 3.001 4 Hersheys America Milk 4.554 Company Type Rating Integer Rating 0 Cadbury White 2.969 2 1 Cadbury Milk 5.313 5 2 Cadbury Dark 4.843 4 3 Hersheys White 3.001 3 4 Hersheys Milk 4.554 4 Country Type Rating Overall Rank Rank In Country 0 United Kingdom White 2.969 43.0 12.0 1 United Kingdom Milk 5.313 27.0 7.0 2 United Kingdom Dark 4.843 32.0 9.0 3 America White 3.001 42.0 9.0 4 America Milk 4.554 39.0 7.0 Country Type Rating Overall Rank Rank In Country 0 United Kingdom White 2.969 43.0 12 1 United Kingdom Milk 5.313 27.0 7 2 United Kingdom Dark 4.843 32.0 9 3 America White 3.001 42.0 9 4 America Milk 4.554 39.0 7 Company Country Type Rating Overall Rank 0 Cadbury United Kingdom White 2.969 43.0 1 Cadbury United Kingdom Milk 5.313 27.0 2 Cadbury United Kingdom Dark 4.843 32.0 3 Hersheys America White 3.001 42.0 4 Hersheys America Milk 4.554 39.0 5 Hersheys America Dark 4.192 41.0 6 Ghirardelli America White 5.069 30.0 7 Ghirardelli America Milk 5.749 19.0 8 Ghirardelli America Dark 5.491 23.0 9 Dove America White 5.131 29.0 10 Dove America Milk 6.181 16.0 11 Dove America Dark 4.773 34.0 12 Lindt Switzerland White 6.382 13.0 13 Lindt Switzerland Milk 8.673 1.0 14 Lindt Switzerland Dark 6.376 14.0 15 Godiva Belgium White 5.455 24.0 16 Godiva Belgium Milk 7.734 6.0 17 Godiva Belgium Dark 8.273 2.0 18 Milka Switzerland White 5.337 25.0 19 Milka Switzerland Milk 6.342 15.0 20 Milka Switzerland Dark 4.665 36.0 21 Neuhaus Belgium White 4.617 37.0 22 Neuhaus Belgium Milk 7.076 9.0 23 Neuhaus Belgium Dark 5.604 21.0 24 Cailler Switzerland White 5.696 20.0 25 Cailler Switzerland Milk 7.183 8.0 26 Cailler Switzerland Dark 6.999 10.0 27 Toblerone Switzerland White 7.472 7.0 28 Toblerone Switzerland Milk 8.183 4.0 29 Toblerone Switzerland Dark 8.055 5.0 30 Montezuma's United Kingdom White 5.282 28.0 31 Montezuma's United Kingdom Milk 4.813 33.0 32 Montezuma's United Kingdom Dark 5.504 22.0 33 House of Dorchester United Kingdom White 5.330 26.0 34 House of Dorchester United Kingdom Milk 6.886 11.0 35 House of Dorchester United Kingdom Dark 4.606 38.0 36 Duffy's United Kingdom White 6.449 12.0 37 Duffy's United Kingdom Milk 8.230 3.0 38 Duffy's United Kingdom Dark 5.758 18.0 39 Pacari Ecuador White 2.688 45.0 40 Pacari Ecuador Milk 4.715 35.0 41 Pacari Ecuador Dark 2.916 44.0 42 Kallari Ecuador White 4.467 40.0 43 Kallari Ecuador Milk 4.974 31.0 44 Kallari Ecuador Dark 6.096 17.0 Company Country Type Rating Overall Rank Rank In Country 13 Lindt Switzerland Milk 8.673 1.0 1 17 Godiva Belgium Dark 8.273 2.0 1 37 Duffy's United Kingdom Milk 8.230 3.0 1 10 Dove America Milk 6.181 16.0 1 44 Kallari Ecuador Dark 6.096 17.0 1 Type Company Country Rank In Country 10 Milk Dove America 1 7 Milk Ghirardelli America 2 8 Dark Ghirardelli America 3 9 White Dove America 4 6 White Ghirardelli America 5 37 Milk Duffy's United Kingdom 1 34 Milk House of Dorchester United Kingdom 2 36 White Duffy's United Kingdom 3 38 Dark Duffy's United Kingdom 4 32 Dark Montezuma's United Kingdom 5