test_data_complete.csv

sample_id,img_width,img_height,img_aspect_ratio,img_total_pixels,img_diagonal,img_is_hd,img_is_fhd,img_is_square,img_is_portrait,img_is_landscape,img_file_size_kb,img_compression_ratio,img_channels,img_available,img_size_tiny,img_size_small,img_size_medium,img_size_large,img_size_xlarge,img_quality_score,img_very_wide,img_very_tall,img_nearly_square,img_est_color_complexity,img_est_detail_level,img_pixels_per_kb,img_dimension_ratio,img_size_efficiency,img_format_jpeg,img_format_png,img_mode_rgb,img_hd_square,img_large_portrait,img_quality_available,img_total_pixels_log,img_file_size_log,img_diagonal_log,img_width_std,img_height_std,img_total_pixels_std,img_file_size_kb_std,img_compression_ratio_std,item_name_tfidf_added,item_name_tfidf_almond,item_name_tfidf_almonds,item_name_tfidf_alternative,item_name_tfidf_apple,item_name_tfidf_arabica,item_name_tfidf_artificial,item_name_tfidf_assorted,item_name_tfidf_authentic,item_name_tfidf_baby,item_name_tfidf_bag,item_name_tfidf_bag pack,item_name_tfidf_bags,item_name_tfidf_bags pack,item_name_tfidf_bags zin,item_name_tfidf_baked,item_name_tfidf_bakery,item_name_tfidf_baking,item_name_tfidf_banana,item_name_tfidf_bar,item_name_tfidf_bars,item_name_tfidf_based,item_name_tfidf_bbq,item_name_tfidf_bean,item_name_tfidf_beans,item_name_tfidf_beef,item_name_tfidf_berry,item_name_tfidf_best,item_name_tfidf_beverage,item_name_tfidf_beverages,item_name_tfidf_big,item_name_tfidf_birthday,item_name_tfidf_bites,item_name_tfidf_black,item_name_tfidf_black tea,item_name_tfidf_blend,item_name_tfidf_blue,item_name_tfidf_blueberry,item_name_tfidf_bold,item_name_tfidf_bottle,item_name_tfidf_bottle pack,item_name_tfidf_bottles,item_name_tfidf_bottles pack,item_name_tfidf_box,item_name_tfidf_box pack,item_name_tfidf_boxes,item_name_tfidf_brand,item_name_tfidf_bread,item_name_tfidf_breakfast,item_name_tfidf_brew,item_name_tfidf_brewers,item_name_tfidf_brown,item_name_tfidf_bulk,item_name_tfidf_bulk bag,item_name_tfidf_butter,item_name_tfidf_cafe,item_name_tfidf_caffeinated,item_name_tfidf_caffeine,item_name_tfidf_caffeine free,item_name_tfidf_cake,item_name_tfidf_cakes,item_name_tfidf_california,item_name_tfidf_calorie,item_name_tfidf_calories,item_name_tfidf_candies,item_name_tfidf_candy,item_name_tfidf_canned,item_name_tfidf_cans,item_name_tfidf_cans pack,item_name_tfidf_caramel,item_name_tfidf_carb,item_name_tfidf_case,item_name_tfidf_cereal,item_name_tfidf_certified,item_name_tfidf_certified organic,item_name_tfidf_chai,item_name_tfidf_chamomile,item_name_tfidf_chamomile tea,item_name_tfidf_cheddar,item_name_tfidf_cheese,item_name_tfidf_cherry,item_name_tfidf_chewy,item_name_tfidf_chicken,item_name_tfidf_chili,item_name_tfidf_chip,item_name_tfidf_chips,item_name_tfidf_chocolate,item_name_tfidf_chocolate candy,item_name_tfidf_chocolate chip,item_name_tfidf_christmas,item_name_tfidf_cinnamon,item_name_tfidf_classic,item_name_tfidf_cocktail,item_name_tfidf_cocktails,item_name_tfidf_cocoa,item_name_tfidf_coconut,item_name_tfidf_coffee,item_name_tfidf_coffee oz,item_name_tfidf_coffee pods,item_name_tfidf_cold,item_name_tfidf_color,item_name_tfidf_colors,item_name_tfidf_company,item_name_tfidf_compatible,item_name_tfidf_cookie,item_name_tfidf_cookies,item_name_tfidf_cooking,item_name_tfidf_corn,item_name_tfidf_count,item_name_tfidf_count pack,item_name_tfidf_covered,item_name_tfidf_crackers,item_name_tfidf_cream,item_name_tfidf_creamy,item_name_tfidf_creek,item_name_tfidf_creme,item_name_tfidf_crisps,item_name_tfidf_crispy,item_name_tfidf_crunch,item_name_tfidf_crunchy,item_name_tfidf_ct,item_name_tfidf_cup,item_name_tfidf_cup pods,item_name_tfidf_cups,item_name_tfidf_curry,item_name_tfidf_cut,item_name_tfidf_dairy,item_name_tfidf_dairy free,item_name_tfidf_dark,item_name_tfidf_dark chocolate,item_name_tfidf_dark roast,item_name_tfidf_day,item_name_tfidf_decaf,item_name_tfidf_delicious,item_name_tfidf_delish,item_name_tfidf_delish lbs,item_name_tfidf_dessert,item_name_tfidf_desserts,item_name_tfidf_double,item_name_tfidf_dressing,item_name_tfidf_dried,item_name_tfidf_drink,item_name_tfidf_drink mix,item_name_tfidf_drinks,item_name_tfidf_dry,item_name_tfidf_easter,item_name_tfidf_easy,item_name_tfidf_eat,item_name_tfidf_edible,item_name_tfidf_energy,item_name_tfidf_energy drink,item_name_tfidf_espresso,item_name_tfidf_extra,item_name_tfidf_extract,item_name_tfidf_family,item_name_tfidf_family size,item_name_tfidf_farm,item_name_tfidf_farms,item_name_tfidf_fat,item_name_tfidf_favors,item_name_tfidf_fiber,item_name_tfidf_fish,item_name_tfidf_fl,item_name_tfidf_fl oz,item_name_tfidf_flavor,item_name_tfidf_flavored,item_name_tfidf_flavoring,item_name_tfidf_flavors,item_name_tfidf_flour,item_name_tfidf_fluid,item_name_tfidf_fluid ounce,item_name_tfidf_food,item_name_tfidf_food live,item_name_tfidf_foods,item_name_tfidf_free,item_name_tfidf_free kosher,item_name_tfidf_free non,item_name_tfidf_free oz,item_name_tfidf_free vegan,item_name_tfidf_freeze,item_name_tfidf_french,item_name_tfidf_fresh,item_name_tfidf_friendly,item_name_tfidf_friendly non,item_name_tfidf_frontier,item_name_tfidf_fruit,item_name_tfidf_garlic,item_name_tfidf_gift,item_name_tfidf_gifts,item_name_tfidf_ginger,item_name_tfidf_glass,item_name_tfidf_gluten,item_name_tfidf_gluten free,item_name_tfidf_gluten friendly,item_name_tfidf_gmo,item_name_tfidf_gmo gluten,item_name_tfidf_gmo kosher,item_name_tfidf_gmo vegan,item_name_tfidf_gold,item_name_tfidf_golden,item_name_tfidf_good,item_name_tfidf_gourmet,item_name_tfidf_goya,item_name_tfidf_grade,item_name_tfidf_grain,item_name_tfidf_granola,item_name_tfidf_grape,item_name_tfidf_great,item_name_tfidf_green,item_name_tfidf_green tea,item_name_tfidf_ground,item_name_tfidf_ground coffee,item_name_tfidf_gum,item_name_tfidf_gummy,item_name_tfidf_hard,item_name_tfidf_hard candy,item_name_tfidf_hazelnut,item_name_tfidf_healthy,item_name_tfidf_herb,item_name_tfidf_herbal,item_name_tfidf_herbal tea,item_name_tfidf_high,item_name_tfidf_high protein,item_name_tfidf_holiday,item_name_tfidf_honey,item_name_tfidf_hot,item_name_tfidf_hot sauce,item_name_tfidf_house,item_name_tfidf_ice,item_name_tfidf_ice cream,item_name_tfidf_iced,item_name_tfidf_iced tea,item_name_tfidf_ideal,item_name_tfidf_indian,item_name_tfidf_indian origin,item_name_tfidf_individually,item_name_tfidf_individually wrapped,item_name_tfidf_ingredients,item_name_tfidf_instant,item_name_tfidf_italian,item_name_tfidf_jalapeno,item_name_tfidf_jar,item_name_tfidf_jars,item_name_tfidf_jelly,item_name_tfidf_jerky,item_name_tfidf_juice,item_name_tfidf_keto,item_name_tfidf_keto friendly,item_name_tfidf_kettle,item_name_tfidf_keurig,item_name_tfidf_keurig cup,item_name_tfidf_kids,item_name_tfidf_kit,item_name_tfidf_kitchen,item_name_tfidf_kosher,item_name_tfidf_kosher vegan,item_name_tfidf_la,item_name_tfidf_large,item_name_tfidf_lb,item_name_tfidf_lbs,item_name_tfidf_leaf,item_name_tfidf_leaves,item_name_tfidf_lemon,item_name_tfidf_lemonade,item_name_tfidf_licorice,item_name_tfidf_light,item_name_tfidf_lime,item_name_tfidf_liquid,item_name_tfidf_live,item_name_tfidf_live organic,item_name_tfidf_loose,item_name_tfidf_loose leaf,item_name_tfidf_loose oz,item_name_tfidf_low,item_name_tfidf_low calorie,item_name_tfidf_low carb,item_name_tfidf_mango,item_name_tfidf_maple,item_name_tfidf_mate,item_name_tfidf_mate tea,item_name_tfidf_mccormick,item_name_tfidf_meal,item_name_tfidf_meat,item_name_tfidf_medium,item_name_tfidf_medium roast,item_name_tfidf_mild,item_name_tfidf_milk,item_name_tfidf_milk chocolate,item_name_tfidf_mini,item_name_tfidf_mint,item_name_tfidf_mix,item_name_tfidf_mix ounce,item_name_tfidf_mix oz,item_name_tfidf_mixed,item_name_tfidf_ml,item_name_tfidf_mountain,item_name_tfidf_multi,item_name_tfidf_mustard,item_name_tfidf_natural,item_name_tfidf_naturally,item_name_tfidf_nature,item_name_tfidf_net,item_name_tfidf_new,item_name_tfidf_non,item_name_tfidf_non gmo,item_name_tfidf_noodle,item_name_tfidf_noodles,item_name_tfidf_nut,item_name_tfidf_nuts,item_name_tfidf_oatmeal,item_name_tfidf_oats,item_name_tfidf_oil,item_name_tfidf_old,item_name_tfidf_olive,item_name_tfidf_olive oil,item_name_tfidf_onion,item_name_tfidf_orange,item_name_tfidf_organic,item_name_tfidf_organics,item_name_tfidf_origin,item_name_tfidf_original,item_name_tfidf_ounce,item_name_tfidf_ounce bag,item_name_tfidf_ounce case,item_name_tfidf_ounce pack,item_name_tfidf_ounces,item_name_tfidf_ounces pack,item_name_tfidf_oz,item_name_tfidf_oz bag,item_name_tfidf_oz bags,item_name_tfidf_oz bottle,item_name_tfidf_oz bottles,item_name_tfidf_oz box,item_name_tfidf_oz cans,item_name_tfidf_oz count,item_name_tfidf_oz jar,item_name_tfidf_oz pack,item_name_tfidf_oz zin,item_name_tfidf_pack,item_name_tfidf_pack oz,item_name_tfidf_package,item_name_tfidf_packaging,item_name_tfidf_packaging vary,item_name_tfidf_packets,item_name_tfidf_packs,item_name_tfidf_paleo,item_name_tfidf_party,item_name_tfidf_pasta,item_name_tfidf_paste,item_name_tfidf_peach,item_name_tfidf_peanut,item_name_tfidf_peanut butter,item_name_tfidf_peanuts,item_name_tfidf_pecan,item_name_tfidf_pepper,item_name_tfidf_peppermint,item_name_tfidf_perfect,item_name_tfidf_pie,item_name_tfidf_pieces,item_name_tfidf_pineapple,item_name_tfidf_pink,item_name_tfidf_pk,item_name_tfidf_plant,item_name_tfidf_plant based,item_name_tfidf_pods,item_name_tfidf_pop,item_name_tfidf_popcorn,item_name_tfidf_pork,item_name_tfidf_potato,item_name_tfidf_potato chips,item_name_tfidf_pouch,item_name_tfidf_pouches,item_name_tfidf_pound,item_name_tfidf_pounds,item_name_tfidf_powder,item_name_tfidf_premium,item_name_tfidf_preservatives,item_name_tfidf_protein,item_name_tfidf_pumpkin,item_name_tfidf_punch,item_name_tfidf_pure,item_name_tfidf_ranch,item_name_tfidf_rani,item_name_tfidf_raspberry,item_name_tfidf_raw,item_name_tfidf_ready,item_name_tfidf_real,item_name_tfidf_red,item_name_tfidf_resealable,item_name_tfidf_resealable bag,item_name_tfidf_rice,item_name_tfidf_rich,item_name_tfidf_roast,item_name_tfidf_roast coffee,item_name_tfidf_roast ground,item_name_tfidf_roasted,item_name_tfidf_rooibos,item_name_tfidf_rooibos tea,item_name_tfidf_root,item_name_tfidf_rub,item_name_tfidf_salad,item_name_tfidf_salsa,item_name_tfidf_salt,item_name_tfidf_salted,item_name_tfidf_sauce,item_name_tfidf_sauce oz,item_name_tfidf_savory,item_name_tfidf_sea,item_name_tfidf_sea salt,item_name_tfidf_seasoning,item_name_tfidf_seasoning mix,item_name_tfidf_seasoning oz,item_name_tfidf_seasonings,item_name_tfidf_seed,item_name_tfidf_seeds,item_name_tfidf_serve,item_name_tfidf_servings,item_name_tfidf_sesame,item_name_tfidf_set,item_name_tfidf_shop,item_name_tfidf_simply,item_name_tfidf_single,item_name_tfidf_single serve,item_name_tfidf_size,item_name_tfidf_small,item_name_tfidf_smooth,item_name_tfidf_snack,item_name_tfidf_snacks,item_name_tfidf_soda,item_name_tfidf_sodium,item_name_tfidf_soft,item_name_tfidf_soup,item_name_tfidf_sour,item_name_tfidf_source,item_name_tfidf_soy,item_name_tfidf_sparkling,item_name_tfidf_special,item_name_tfidf_spice,item_name_tfidf_spices,item_name_tfidf_spicy,item_name_tfidf_spread,item_name_tfidf_sprinkles,item_name_tfidf_steak,item_name_tfidf_sticks,item_name_tfidf_strawberry,item_name_tfidf_style,item_name_tfidf_sugar,item_name_tfidf_sugar added,item_name_tfidf_sugar free,item_name_tfidf_super,item_name_tfidf_sweet,item_name_tfidf_sweetener,item_name_tfidf_syrup,item_name_tfidf_taffy,item_name_tfidf_taste,item_name_tfidf_tea,item_name_tfidf_tea bags,item_name_tfidf_tea loose,item_name_tfidf_tea tea,item_name_tfidf_thai,item_name_tfidf_tin,item_name_tfidf_tomato,item_name_tfidf_topping,item_name_tfidf_total,item_name_tfidf_traditional,item_name_tfidf_treats,item_name_tfidf_tuna,item_name_tfidf_unsalted,item_name_tfidf_unsweetened,item_name_tfidf_usa,item_name_tfidf_usda,item_name_tfidf_usda certified,item_name_tfidf_use,item_name_tfidf_value,item_name_tfidf_vanilla,item_name_tfidf_variety,item_name_tfidf_variety pack,item_name_tfidf_vary,item_name_tfidf_vegan,item_name_tfidf_vegan gluten,item_name_tfidf_vegan kosher,item_name_tfidf_vegan non,item_name_tfidf_vegetable,item_name_tfidf_vinegar,item_name_tfidf_vitamin,item_name_tfidf_vitamins,item_name_tfidf_water,item_name_tfidf_watermelon,item_name_tfidf_wheat,item_name_tfidf_white,item_name_tfidf_white tea,item_name_tfidf_wild,item_name_tfidf_wrapped,item_name_tfidf_yellow,item_name_tfidf_yerba,item_name_tfidf_yerba mate,item_name_tfidf_zero,item_name_tfidf_zero sugar,item_name_tfidf_zin,item_name_tfidf_zin pack,bullet_points_tfidf_acid,bullet_points_tfidf_add,bullet_points_tfidf_added,bullet_points_tfidf_added sugar,bullet_points_tfidf_adding,bullet_points_tfidf_addition,bullet_points_tfidf_additional,bullet_points_tfidf_additional details,bullet_points_tfidf_additives,bullet_points_tfidf_adds,bullet_points_tfidf_adults,bullet_points_tfidf_almond,bullet_points_tfidf_almonds,bullet_points_tfidf_alternative,bullet_points_tfidf_amazing,bullet_points_tfidf_amazon,bullet_points_tfidf_america,bullet_points_tfidf_american,bullet_points_tfidf_antioxidants,bullet_points_tfidf_anytime,bullet_points_tfidf_apple,bullet_points_tfidf_arabica,bullet_points_tfidf_arabica coffee,bullet_points_tfidf_aroma,bullet_points_tfidf_aromatic,bullet_points_tfidf_artificial,bullet_points_tfidf_artificial colors,bullet_points_tfidf_artificial flavors,bullet_points_tfidf_assorted,bullet_points_tfidf_assortment,bullet_points_tfidf_authentic,bullet_points_tfidf_available,bullet_points_tfidf_baby,bullet_points_tfidf_bag,bullet_points_tfidf_bags,bullet_points_tfidf_bags packed,bullet_points_tfidf_baked,bullet_points_tfidf_baked goods,bullet_points_tfidf_baking,bullet_points_tfidf_balance,bullet_points_tfidf_balanced,bullet_points_tfidf_banana,bullet_points_tfidf_bar,bullet_points_tfidf_bars,bullet_points_tfidf_base,bullet_points_tfidf_based,bullet_points_tfidf_batch,bullet_points_tfidf_batches,bullet_points_tfidf_bbq,bullet_points_tfidf_bean,bullet_points_tfidf_beans,bullet_points_tfidf_beef,bullet_points_tfidf_benefits,bullet_points_tfidf_berry,bullet_points_tfidf_best,bullet_points_tfidf_better,bullet_points_tfidf_beverage,bullet_points_tfidf_beverages,bullet_points_tfidf_big,bullet_points_tfidf_birthday,bullet_points_tfidf_bite,bullet_points_tfidf_black,bullet_points_tfidf_black tea,bullet_points_tfidf_blend,bullet_points_tfidf_blended,bullet_points_tfidf_blends,bullet_points_tfidf_blue,bullet_points_tfidf_blueberry,bullet_points_tfidf_body,bullet_points_tfidf_bold,bullet_points_tfidf_boost,bullet_points_tfidf_bottle,bullet_points_tfidf_bottles,bullet_points_tfidf_bowl,bullet_points_tfidf_box,bullet_points_tfidf_boxes,bullet_points_tfidf_bpa,bullet_points_tfidf_brand,bullet_points_tfidf_bread,bullet_points_tfidf_breakfast,bullet_points_tfidf_brew,bullet_points_tfidf_brewing,bullet_points_tfidf_bright,bullet_points_tfidf_bring,bullet_points_tfidf_brings,bullet_points_tfidf_brown,bullet_points_tfidf_buds,bullet_points_tfidf_bulk,bullet_points_tfidf_burst,bullet_points_tfidf_business,bullet_points_tfidf_butter,bullet_points_tfidf_buy,bullet_points_tfidf_caffeine,bullet_points_tfidf_caffeine free,bullet_points_tfidf_cake,bullet_points_tfidf_cakes,bullet_points_tfidf_calcium,bullet_points_tfidf_california,bullet_points_tfidf_calorie,bullet_points_tfidf_calories,bullet_points_tfidf_candies,bullet_points_tfidf_candy,bullet_points_tfidf_cane,bullet_points_tfidf_canned,bullet_points_tfidf_cans,bullet_points_tfidf_caramel,bullet_points_tfidf_carb,bullet_points_tfidf_carbs,bullet_points_tfidf_care,bullet_points_tfidf_carefully,bullet_points_tfidf_cashews,bullet_points_tfidf_cereal,bullet_points_tfidf_certified,bullet_points_tfidf_certified gluten,bullet_points_tfidf_certified kosher,bullet_points_tfidf_certified organic,bullet_points_tfidf_chai,bullet_points_tfidf_chamomile,bullet_points_tfidf_chamomile tea,bullet_points_tfidf_cheddar,bullet_points_tfidf_cheese,bullet_points_tfidf_cherry,bullet_points_tfidf_chewy,bullet_points_tfidf_chicken,bullet_points_tfidf_chili,bullet_points_tfidf_chip,bullet_points_tfidf_chips,bullet_points_tfidf_chocolate,bullet_points_tfidf_choice,bullet_points_tfidf_cholesterol,bullet_points_tfidf_christmas,bullet_points_tfidf_cinnamon,bullet_points_tfidf_citrus,bullet_points_tfidf_classic,bullet_points_tfidf_clean,bullet_points_tfidf_cm,bullet_points_tfidf_cocktail,bullet_points_tfidf_cocktails,bullet_points_tfidf_cocoa,bullet_points_tfidf_coconut,bullet_points_tfidf_coffee,bullet_points_tfidf_coffee beans,bullet_points_tfidf_coffee pods,bullet_points_tfidf_coffees,bullet_points_tfidf_cold,bullet_points_tfidf_color,bullet_points_tfidf_colors,bullet_points_tfidf_colors 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