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    Home / Central Data Catalog / DATA_SCIENCE_AND_EVALUATION / DDI-KEN-APHRC-SUPERMARKET-CD-2023-V1.0 / variable [V29]
Data_Science_and_Evaluation

Analysis of Supermarket Grocery Data for Prediction of Nutritional and Health Outcomes at the Population Level - Supermarket C & D

Kenya, 2018 - 2023
Data Science and Evaluation (DSE)
Agnes Kiragga
Last modified July 21, 2025 Page views 312 Documentation in PDF Metadata DDI/XML JSON
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  • clean_analysis_supermarket_c_d_sample
CSV JSON

Food category sub-groups (subclass_name)

Data file: clean_analysis_supermarket_c_d_sample

Overview

vald 444238
invd 0
Interval discrete

Questions and instructions

Literal question
Food category sub-groups
Categories
Value Category
ACHARI
ALKALINE WATER
ALMOND FLAKES
ALMOND FLOUR
ALMOND MILK
ALMOND MILK - LACTOSE FREE
APPLES
ARTIFICIAL SWEETENERS
BABY FOODS - PUREE
BABY/INFANT PORRIDGE FLOUR
BABY/INFANT WHEAT CEREALS
BAKED MULTIGRAIN WAVY CHIPS
BAKED POTATO BITES
BAKED POTATO CHIPSTICKS
BAKED POTATO CRACKERS
BAKING POWDER
BAKING SODA
BAOBAB SEED CANDY/MABUYU
BARBECUE SAUCE
BEEF BRAWN
BEEF SAUSAGES/SMOKIES/VIENNA
BISCUIT SPREAD
BISCUITS - CHOCOLATE
BISCUITS - CREAM
BISCUITS - CREAM CRACKERS
BISCUITS - DIGESTIVE
BISCUITS - DIGESTIVE WITH OATS
BISCUITS - GINGERNUT
BISCUITS - RUSKS
BISCUITS - SHORTBREAD
BISCUITS - SWEET
BLACK BEANS (NJAHI)
BLUE BERRIES
BOTTLED ICE COFFEE
BOTTLED ICE TEAS
BRAN FLAKE CEREALS
BREAD CRUMBS
BRIOCHE BREAD
BROWN BREAD
BROWN RICE
BROWN SAUCE
BROWN SUGAR
CAKE MIXES
CAKES
CANDY BAR - CHOCOLATE
CANDY BAR - NON CHOCOLATE
CANNED BEANS
CANNED CHICKEN
CANNED CHICKPEAS
CANNED CHILLI
CANNED FRUIT COCKTAIL
CANNED GITHERI
CANNED LYCHEES
CANNED MUSHROOMS
CANNED OLIVES
CANNED ORANGES
CANNED PEACH
CANNED PEAR
CANNED PEAS
CANNED PINEAPPLE
CANNED SARDINES
CANNED SWEET CORN
CANNED SWEET KERNEL
CANNED TOMATOES
CANNED TUNA
CARAMEL SYRUP
CASHEWNUT MILK
CASSAVA FLOUR
CEREAL BARS
CEREAL STRAWS
CHAMOMILE TEA
CHAMOY SAUCE
CHEDDER CHEESE
CHEESE CAKE
CHEESE SPREAD
CHEVDA/BOMBAY MIX
CHEWING GUMS
CHICK PEAS
CHICK PEAS SPLIT
CHICKEN
CHICKEN BRAWN
CHICKEN BURGER
CHICKEN GIBLETS
CHICKEN PATE
CHICKEN SAUSAGES/VIENNAS
CHILLI/HOT SAUCE
CHOCOLATE
CHOCOLATE BAR
CHOCOLATE SAUCE
CHOCOLATE SPREADS
CHOCOLATE SYRUP
CHOMA SAUCE
COCOA - SWEETENED WITH MILK
COCOA - SWEETENED WITHOUT MILK
COCOA - UNSWEETENED WITHOUT MILK
COCONUT BURFI/KASHATA
COCONUT CREAM
COCONUT CREAM POWDER
COCONUT MILK
COCONUT OIL
COCONUT WATER
COFFEE - SWEETENED WITH MILK
COFFEE - SWEETENED WITHOUT MILK
COFFEE - UNSWEETENED WITH MILK
COFFEE - UNSWEETENED WITHOUT MILK
COOKIES
COOKING CREAM
CORDIALS
CORDIALS POWDER
CORN BALLS
CORN CHIPS
CORN CURLS
CORN FLAKE CEREALS
CORN FLOUR
CORN OIL
CORN PUFFS
CORN RINGS
COUS COUS
CREAM CARAMEL
CREAM PUDDING
CUPCAKES
CUSTARD
CUSTARD POWDER
DESICCATED COCONUT
DIET SHAKES
DRIED DATES
DRIED FIGS
DRIED GRATED COCONUT
DRIED MIXED FRUITS AND NUTS
EGGS
ENERGY DRINKS
FENUGREEK SEEDS
FETA CHEESE
FISH - TILAPIA
FLAVOURED FERMENTED MILK
FLAVOURED MILK
FLAVOURED WATER
FLAVOURED/FRUIT YOGHURT
FLAX/ LINSEEDS
FOOD COLOUR ADDITIVES
FOOD FLAVOUR ADDITIVES
FRENCH BREAD
FRESH CREAM
FRESH/FRUIT JUICES - NO ADDED SUGAR
FRIED LENTILS
FROZEN RAW POTATO CHIPS
FRUIT CEREAL BARS
FRUIT DRINKS/SWEETENED JUICE
FRUIT FLAVOURED CEREALS
FRUIT JAM
FRUIT SYRUP
GANTHIA SNACKS
GELATIN/JELLY POWDER
GHEE
GHERKINS PICKLE
GLUCOSE
GOLDEN SYRUP
GOUDA CHEESE
GRAM FLOUR
GRANOLA
GRANOLA CEREALS
GRAPES
GREEN GRAMS
GREEN GRAMS SPLIT
GREEN PEAS
GREEN TEA
GREEN TEA DRINK
GUMMY CANDY
HALVA/HALWA
HAZELNUT BUTTER
HAZELNUT MILK
HERBAL SALT
HERBAL TEA
HERBS - BASIL
HERBS - BAY LEAVES
HERBS - BLACK MACA
HERBS - CHIA SEEDS
HERBS - CORIANDER/DHANIA
HERBS - DILL SEEDS
HERBS - FENNEL POWDER
HERBS - FENNEL SEEDS
HERBS - MINT
HERBS - MIXED HERBS
HERBS - MORINGA
HERBS - OREGANO
HERBS - PARSLEY
HERBS - PSYLLUIM
HERBS - ROSEMARY
HERBS - SAGE
HERBS - THYME
HIBISCUS TEA
HONEY
ICE CREAM - CARAMEL
ICE CREAM - CHOCOLATE
ICE CREAM - OTHER FLAVOURS
ICE CREAM - STRAWBERRY
ICE CREAM - VANILLA
ICE CREAM - VANILLA/STRAWBERRY
ICE CREAM POWDER
ICING SUGAR
INFANT FORMULA
INSTANT CEREAL
INSTANT SOUP - CHICKEN
INSTANT SOUP - MUSHROOM
INSTANT SOUP - TOMATO
INSTANT SOUP - VEGETABLE
ISOTONIC DRINKS
JAGGERY
JHAL MURI
KIDNEY BEANS
KIWI FRUIT
LABANIA/PEANUT BRITTLE
LACTOSE FREE MILK
LEMON TEA
LENTILS
LIMA (BUTTER) BEANS
LOLLIPOPS
LONG LIFE SKIMMED MILK
LONG LIFE/UHT WHOLE MILK
LUNCHEON MEAT
MAIZE FLOUR
MANGO
MANGO CHUTNEY
MANGO PICKLE
MAPLE SYRUP
MARBLE CAKES
MARGARINE
MARMALADE
MARSHMALLOW
MAYONNAISE
MINERAL WATER
MIX PICKLE
MIXED FRUIT CHUTNEY
MIXED VEGETABLES
MOZZARELLA CHEESE
MUESLI
MUESLI CEREALS
MUFFINS
MUSTARD SAUCE
MUSTARD SEED OIL
NATURAL/PLAIN FERMENTED MILK
NATURAL/PLAIN YOGHURT
NON-ALCOHOLIC MALT DRINKS
NON-DAIRY ICE FRUIT
NOODLES
OAT & WHEAT CEREAL BISCUITS
OAT & WHEAT CEREALS
OAT BRAN
OAT MILK
OAT MILK - LACTOSE FREE
OATS
OLIVE CHUTNEY
OLIVE OIL
ORANGES
ORGANIC DRINKS
OYSTER SAUCE
PANEER CHEESE
PARMESAN CHEESE
PASTA - GRANDI
PASTA - LASAGNE
PASTA - MACARONI
PASTA - SPAGHETTI
PASTA SAUCE
PASTRIES - CHOCOLATE BALLS
PASTRIES - CROISSANT
PASTRIES - CUSTARD TART
PASTRIES - DOUGHNUT
PASTRIES - GALETTE
PASTRIES - PUFF
PASTRIES - SCONES
PEANUT BUTTER
PEANUT POWDER
PIZZA SAUCE
PLAIN BUNS
PLAIN ROLLS
POPCORN
POPCORN KERNELS
PORRIDGE FLOUR - FINGER MILLET, SORGHUM & MAIZE
PORRIDGE FLOUR - MAIZE & SOYA
PORRIDGE FLOUR - MILLET
PORRIDGE FLOUR - SORGHUM
PORRIDGE FLOUR - WHEAT
POTATO CRISPS
POTATO STICKS
PRE-PREPARED CHICKEN SAUSAGE
PRE-PREPARED VEGETABLE BURGER
PROCESSED CHEESE
PROCESSED CHEESE SLICES
PRUNES/DRIED PLUMS
PUDDING POWDER
PUFFED CORN CEREALS
PUFFED WHEAT CEREALS
PUMPKIN SEEDS
QUEENCAKES
QUINOA
QUINOA SEEDS
RAISINS
RASPBERRY
RAW ALMONDS
RAW BRAZIL NUTS
RAW CASHEW NUTS
RAW HAZELNUTS
RAW PEANUTS
RAW PECAN NUTS
RAW PISTACHIO NUTS
RAW WALNUTS
READY TO HEAT BEEF SAMOSA
READY TO HEAT CHICKEN SAMOSA
READY TO HEAT FLAKY PARATHAS
READY TO HEAT LASAGNA
READY TO HEAT MUTTON SAMOSA
READY TO HEAT SHRIMPS
READY TO HEAT SPRING ROLLS
READY TO HEAT VEGETABLE SAMOSA
READY TO HEAT VEGGIE FINGERS
READY TO VEGETABLE SPRING ROLLS
RED MILLET FLOUR
RED RICE
RICE CAKE
RICE FLAKE CEREALS
RICE FLOUR
RIPE BANANAS
ROCK SALT
ROSE SYRUP
SALAD CREAM
SALTED BUTTER
SALTED CASHEW NUTS
SALTED HAZELNUTS
SALTED MACADAMIA NUTS
SALTED MIXED NUTS
SALTED PEANUTS
SALTED PEELED PEANUTS
SALTED PISTACHIO NUTS
SALTED SKINNED PEANUTS
SANDWICH SPREAD
SEA SALT
SEMI-SKIMMED FRESH MILK
SESAME BUNS
SESAME OIL
SESAME SEEDS
SESAME/SIMSIM BAR
SKIMMED FRESH MILK
SKIMMED MILK POWDER
SMARTIES
SODAS
SOUP FLAVOUR BEEF CUBES
SOUP FLAVOUR BEEF MIXES
SOUP FLAVOUR CHICKEN CUBES
SOUP FLAVOUR CHICKEN MIXES
SOUP FLAVOUR CUBES
SOUP FLAVOUR MIXES
SOUP FLAVOUR TOMATO GINGER & GARLIC MIXES
SOY SAUCE
SOYA MILK
SOYA MILK - LACTOSE FREE
SPARKLING NON-ALCOHOLIC WINE
SPICES - BEEF MASALA
SPICES - BLACK PEPPER
SPICES - CARDAMON
SPICES - CAYENNE PEPPER
SPICES - CHICKEN MASALA
SPICES - CHILLIES
SPICES - CHIPS MASALA SEASONING
SPICES - CINNAMON
SPICES - CITRIC ACID
SPICES - CLOVES
SPICES - CUMIN
SPICES - CURRY POWDER
SPICES - DHANA JEERA
SPICES - FISH MASALA
SPICES - FOOD SEASONING
SPICES - GARAM MASALA
SPICES - GARLIC
SPICES - GINGER
SPICES - GINGER & GARLIC
SPICES - GITHERI MASALA
SPICES - MEAT SEASONING
SPICES - MEAT TENDERIZER
SPICES - MIXED SPICES
SPICES - MUSTARD POWDER
SPICES - NUTMEG
SPICES - ONION POWDER
SPICES - PAPRIKA
SPICES - PILAU MASALA
SPICES - PILAU MIX
SPICES - PIZZA SEASONING
SPICES - SALAD SEASONING
SPICES - TANDOORI MASALA
SPICES - TEA MASALA
SPICES - TURMERIC
SPICES - WHITE PEPPER
SPRING WATER
SQUASHES
STRAWBERRIES
SUGARED CASHEW NUTS
SUGARED MACADAMIA NUTS
SUGARED MIXED NUTS
SUGARED PEANUTS
SUNFLOWER OIL
SUNFLOWER SEEDS
SWEET POTATO FLOUR
SWEET ROLLS
SWEETS/CANDY
SWEETS/CANDY - CHOCOLATE
TABLE SALT
TABLE SYRUP
TAHINA
TAMARID SAUCE
TARMARIND CHUTNEY
TEA - SWEETENED WITH MILK
TEA - UNSWEETENED WITHOUT MILK
TOMATO KETCHUP
TOMATO PASTE
TOMATO SAUCE
TOPPING SAUCES
TORTILLA WRAPS
UNSALTED BUTTER
VANILLA SYRUP
VEGAN CREAMS
VEGETABLE FAT
VEGETABLE OIL
VERMICELLI/SPRINKLES
VINEGAR
WAFERS
WAFERS - CHOCOLATE
WHEAT
WHEAT - BULGUR
WHEAT -WHOLE
WHEAT BISCUIT CEREALS
WHEAT CEREALS
WHEAT FLAKE CEREALS
WHEAT FLOUR
WHEAT FLOUR - ATTA
WHEAT GRASS
WHIPPED CREAM
WHIPPED CREAM POWDER
WHITE BREAD
WHITE RICE
WHITE SUGAR
WHOLE EVAPORATED UNSWEETENED MILK
WHOLE FRESH CAMEL MILK
WHOLE FRESH MILK
WHOLE GRAIN CEREALS
WHOLE GRAIN OATS CEREALS
WHOLE GRAIN WHEAT CEREALS
WHOLE MILK POWDER
WHOLE SWEETENED CONDENSED MILK
WORCESTERSHIRE SAUCE
YEAST
Warning: these figures indicate the number of cases found in the data file. They cannot be interpreted as summary statistics of the population of interest.
Question pretext
N/A
Question post text
N/A
Interviewer instructions
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Description

Text
This question seeks to know the Food sub-groups of the item purchased
Universe
Individuals and supermarket transaction records.
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