Update README.md

README.md

@@ -1,3 +1,307 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+---
+import pandas as pd
+import csv
+
+# Load the CSV data
+csv_data = """Food_Category,Food_Subcategory,Food_Name,Serving_Description,Serving_Amount,Serving_Unit,Carbohydrate_Grams,Protein_grams,Fat_grams,Fiber_grams,Notes,,
+Starch,Bread,White Bread,Serving Size,29,g,15,,,,Approximate,,
+Starch,Bread,Brown Bread,Serving Size,29,g,15,,,,Approximate,,
+Starch,Bread,Pav,Serving Size,29,g,15,,,,Approximate,,
+Starch,Bread,Rusk,Serving Size,2,no,15,,,,Approximate,,
+Starch,Cereal,Muesli,Serving Size,19.2,g,15,,,,Approximate,,
+Starch,Cereal,Oats,Serving Size,24,g,15,,,,Approximate,,
+Starch,Cereal,Chocos,Serving Size,18,g,15,,,,Approximate,,
+Starch,Cereal,Cornflakes,Serving Size,16,g,15,,,,Approximate,,
+Starch,,Chapati,Raw weight of atta/flour,22,g,15,,,,Approximate,,
+Starch,,Bhakri,Raw weight,22,g,15,,,,Approximate,,
+Starch,,Aloo Paratha,15 g flour and 21 g potato,,g,15,,,,Approximate,,
+Starch,Rice,Raw Rice,Raw weight,19,g,15,,,,Approximate,,
+Starch,Rice,Cooked Rice,Cooked weight,65,g,15,,,,Approximate,,
+Starch,Rice,Egg Biryani,Raw weight,19,g,15,,,,Similar for Chicken and Mutton biryani,,
+Starch,Rice,Pulao,Raw weight,19,g,15,,,,Approximate,,
+Starch,Noodles,Noodles,Raw weight,25,g,15,,,,Approximate,,
+Starch,Other,Poha,Raw weight,19,g,15,,,,Approximate,,
+Starch,Other,Upma,Raw weight,20,g,15,,,,Approximate,,
+Starch,Other,Sabudana,Raw weight,17,g,15,,,,Approximate,,
+Vegetable,Starchy Vegetables,Potato Vegetable,66 g potato,,g,15,,,,Approximate,,
+Vegetable,Starchy Vegetables,Green Peas,Serving Size,94,g,15,,,,Approximate,,
+Vegetable,Starchy Vegetables,Popcorn,Act II,24.6,g,15,,,,Approximate,,
+Vegetable,Starchy Vegetables,Sweet Potato,Serving Size,53,g,15,,,,Approximate,,
+Vegetable,Starchy Vegetables,Sweet Corn,Serving Size,61,g,15,,,,Approximate,,
+Pulses,,Dal,Raw weight,25,g,15,,,,Approximate,,
+Pulses,,Usal,Raw weight,25,g,15,,,,Approximate,,
+Pulses,,Moong Chilla,Raw weight,25,g,15,,,,Approximate,,
+Pulses,,Moong,Raw weight,25,g,15,,,,Approximate,,
+Pulses,,Roasted Chana,Raw weight,25,g,15,,,,Approximate,,
+Fruit,,Apricots,Fresh,4,no,~ 150,g,15,,,,Approximate
+Fruit,,Banana,Small,1,no,15,,,,120 g,,
+Fruit,,Blackberries,,3/4,cup,15,,,,Approximate,,
+Fruit,,Cherries,Fresh,12,no,15,,,,90 g,,
+Fruit,,Figs,Fresh,2,no,15,,,,medium (100 g),,
+Fruit,,Fruit cocktail,,1/2,cup,15,,,,Approximate,,
+Fruit,,Grapefruit,Large,1/2,no,15,,,,300 g,,
+Fruit,,Grapes,Medium,12,no,15,,,,90 g,,
+Fruit,,Guava,Medium,1,no,15,,,,120 g,,
+Fruit,,Kaki,Small,1,no,15,,,,Approximate,,
+Fruit,,Kumquat,,5,no,15,,,,100 g,,
+Fruit,,Kiwi,,1,no,15,,,,100 g,,
+Fruit,,Melon,Serving Size,1,slice,15,,,,300 g,,
+Fruit,,Nectarine,Small,1,no,15,,,,150 g,,
+Fruit,,Orange,Small,1,no,15,,,,180 g,,
+Fruit,,Strawberries,Medium,7,no,15,,,,Approximate,,
+Fruit,,Pineapple,Canned,1/2,cup,15,,,,2 slices,,
+Fruit,,Plums,Small,2,no,15,,,,150 g,,
+Fruit,,Plums,Dried/Prunes,3,no,15,,,,Approximate,,
+Fruit,,Raisins,Serving Size,2,Tbsp,15,,,,Approximate,,
+Fruit,,Tangerine,Small,2,no,15,,,,Approximate,,
+Fruit,,Peach,Canned,1/2,cup,15,,,,Approximate,,
+Fruit,,Pineapple,Fresh,3/4,cup,15,,,,3 slices,,
+Fruit,,Peach,Fresh,Medium,1,no,15,,,,120 g,
+Fruit,Juice,Apple Juice,,1/2,cup,15,,,,Approximate,,
+Fruit,Juice,Grapefruit Juice,,1/2,cup,15,,,,Approximate,,
+Fruit,Juice,Grape Juice,,1/3,cup,15,,,,Approximate,,
+Fruit,Juice,Orange Juice,,1/2,cup,15,,,,Approximate,,
+Fruit,Juice,Pineapple Juice,,1/2,cup,15,,,,Approximate,,
+Milk,Dairy,Curd,Serving Size,166,g,5,,,,Approximate,,
+Milk,Dairy,Milk,Serving Size,100,ml,5,,,,Approximate,,
+Milk,Dairy,Paneer,Serving Size,250,g,5,,,,Approximate,,
+Snack,Sweets,Sugar,Serving Size,1,tablespoon,15,g,,,,Approximate,
+Snack,Sweets,Honey,Serving Size,1,tablespoon,15,g,,,,Approximate,
+Snack,Sweets,Jaggery,Serving Size,1,tablespoon,15,g,,,,Approximate,
+Snack,Sweets,Gulab Jamun,no sugar syrup,40,g,15,,,,1 no.,,
+Snack,Sweets,Seviyan Kheer,Serving Size,15,g,,,,Approximate,,,
+Snack,Sweets,Motichur Ladoo,Serving Size,0.5,no,15,,,,Approximate,,
+Snack,Sweets,Puran Poli,Serving Size,0.5,no,15,,,,Approximate,,
+Snack,Sweets,Cup Cake,edges shaved off,1,no,15,,,,Approximate,,
+Snack,Sweets,Rasmalai,no sugar syrup,1,no,15,,,,Approximate,,
+Snack,Sweets,Pudding,Serving Size,1,small pc,15,,,,Approximate,,
+Snack,Other,"Veg Pizza (6"")",Serving Size,1,slice,15,,,,Approximate,,
+Snack,Other,Khandvi,Serving Size,12,medium pcs,15,,,,Approximate,,
+Snack,Other,French Fries,Serving Size,12,no,15,,,,66 g potato,,
+Snack,Other,Muthia,Serving Size,3,small,15,,,,Approximate,,
+Snack,Other,Dhokla,Serving Size,2,no,15,,,,Approximate,,
+Snack,Other,Banana chips,Serving Size,20,chips,15,,,,Approximate,,
+Snack,Nuts,Dates (fresh),Serving Size,6,no,15,,,,Approximate,,
+Snack,Nuts,Dry dates,Serving Size,3,no,15,,,,Approximate,,
+Snack,Nuts,Raisins,Serving Size,35,no,15,,,,Approximate,,
+Snack,Nuts,Groundnuts,Serving Size,30,no,15,,,,Approximate,,
+Snack,Nuts,Cashewnuts,Serving Size,45,no,15,,,,Approximate,,
+Snack,Nuts,Walnuts,Serving Size,65,no,15,,,,Approximate,,
+Snack,Nuts,Almonds,Serving Size,110,no,15,,,,Approximate,,
+Snack,Nuts,Pistachios,Serving Size,88,no,15,,,,Approximate,,
+Snack,Biscuits,Parle G,Serving Size,3,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Marie gold,Serving Size,4,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Good day (cashew,pista badam),Serving Size,3,biscuits,15,,,,Approximate,
+Snack,Biscuits,Good day (butter),Serving Size,2,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Priya gold classic cream,Serving Size,3,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Pickwick,Serving Size,4,biscuits,15,,,,Approximate,,
+Snack,Biscuits,50-50 maska chaska,Serving Size,7,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Chocopie,Serving Size,1,pie,15,,,,Approximate,,
+Snack,Biscuits,Nutri Choice (ragi / oats),Serving Size,3,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Bourbon,Serving Size,1.5,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Hide and seek,Serving Size,4,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Dark fantasy,Serving Size,2,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Oreo,Serving Size,3,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Mc Vities Digestive,Serving Size,2.5,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Cream Crackers,Serving Size,3,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Monaco,Serving Size,5,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Pure Magic,Serving Size,2,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Britannia 5 grain,Serving Size,1,biscuit,15,,,,Approximate,,
+Snack,Biscuits,Digestive High Fiber,Serving Size,3,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Jim Jam,Serving Size,2,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Oatmeal Cookies,Serving Size,3,biscuits,15,,,,Approximate,,
+Snack,Biscuits,Nice,Serving Size,2,biscuits,15,,,,Approximate,,
+Snack,Chips,Frito Lays (India's Magic Masala),26 g (17 chips),26,g,13.4,,,,Approximate,,
+Snack,Juices,Réal fruit juice,100 ml,100,ml,13.5,,,,Approximate,,
+Snack,Others,Paani puri,5,puris,20,,,,,Approximate,,
+Snack,Others,Dahi puri,5,puris,21,,,,,Approximate,,
+Snack,Others,Aaloo tikki,1,patty,11,,,,,Approximate (50 g potato),,
+Snack,Others,Bhel puri,1,cup,26,,,,,Approximate,,
+Snack,Others,Dahi wada,1,wada,22,,,,,Approximate,,
+Snack,Others,Sev puri,5,puris,33,,,,,Approximate,,
+Snack,Others,Bread pakora,1,no,24,,,,,Approximate,,
+Snack,Others,Onion pakora,1,no,10,,,,,Approximate (big),,
+Snack,Others,Masala peanuts,30,g,10,,,,,Approximate,,
+Snack,Others,Masala mattar,30,g,16,,,,,Approximate,,
+Snack,Others,Chakli,30,g,7,,,,,Approximate (1no),,
+Snack,Others,Jeera butter,30,g,15,,,,,Approximate (4 nos),,
+Snack,Others,Khari,30,g,15,,,,,Approximate (3 nos small),,
+Snack,Others,Cheese sandwich,1,no,22,,,,,Approximate (2 bread slices),,
+Snack,Others,Grilled sandwich (small),1,no,26,,,,,"Approximate (2 bread slices, potato filling)",,
+Snack,Others,Veg Frankie or Veg wrap or Veg roti,1,no,34,,,,,Approximate,,
+Snack,Others,Chicken Frankie or Chicken Wrap or Chicken roti,1,no,28,,,,,Approximate,,
+Snack,Others,Veg cutlet,1,no,21,,,,,Approximate,,
+Snack,Others,Samosa,1,no,35,,,,,Approximate,,
+Snack,Others,Wada,1,no,20,,,,,Approximate,,
+Indian Cuisine,South Indian,Idli Sambhar,2 Idlis (60 g each),2,no,30,,,,60 g each,,
+Indian Cuisine,South Indian,Idli Sambhar,Sambhar (130 g),130,g,29,,,,,,
+Indian Cuisine,South Indian,Idli Sambhar,Chutney (30 g),30,g,2,,,,,,
+Indian Cuisine,South Indian,Medu Vada,2 Vadas (60 g each),2,no,43,,,,60 g each,,
+Indian Cuisine,South Indian,Medu Vada,Sambhar (130 g),130,g,29,,,,,,
+Indian Cuisine,South Indian,Medu Vada,Chutney (30 g),30,g,2,,,,,,
+Indian Cuisine,South Indian,Sada Dosa,Dosa (60 g each),1,no,28,,,,60 g each,,
+Indian Cuisine,South Indian,Sada Dosa,Sambhar (130 g),130,g,29,,,,,,
+Indian Cuisine,South Indian,Sada Dosa,Chutney (30 g),30,g,2,,,,,,
+Indian Cuisine,South Indian,Appam,Serving Size,1,no,40,,,,65g,,
+Indian Cuisine,South Indian,Masala Dosa,Dosa (60 g),1,no,28,,,,60 g each,,
+Indian Cuisine,South Indian,Masala Dosa,Potato Bhaji (100 g),100,g,14,,,,,,
+Indian Cuisine,South Indian,Masala Dosa,Sambhar (65 g),65,g,14,,,,,,
+Indian Cuisine,South Indian,Masala Dosa,Chutney (30 g),30,g,2,,,,,,
+Indian Cuisine,South Indian,Rawa Masala Dosa,Dosa (60 g),1,no,42,,,,60 g each,,
+Indian Cuisine,South Indian,Rawa Masala Dosa,Potato Bhaji (100 g),100,g,14,,,,,,
+Indian Cuisine,South Indian,Rawa Masala Dosa,Sambhar (65 g),65,g,14,,,,,,
+Indian Cuisine,South Indian,Rawa Masala Dosa,Chutney (30 g),30,g,2,,,,,,
+Indian Cuisine,South Indian,Malabari Paratha,Serving Size,180,g,105,,,,,,
+Indian Cuisine,South Indian,Tamarind Rice,Serving Size,350,g,58,,,,,,
+Indian Cuisine,South Indian,Hyderabadi Biryani,Serving Size,1,paratha,20,,,,40 g paratha,,
+Indian Cuisine,South Indian,Rasam,Serving Size,350,g,49,,,,,,
+Indian Cuisine,South Indian,Avial,Serving Size,100,g,5,,,,,,
+Indian Cuisine,South Indian,Ishtew,Serving Size,280,g,36,,,,,,
+Indian Cuisine,South Indian,Vazhakkaithoran,Serving Size,136,g,20,,,,,,
+Indian Cuisine,South Indian,Mirchkasalan,Serving Size,100,g,12,,,,,,
+Indian Cuisine,South Indian,Chicken Chettinad,Serving Size,220,g,8,,,,,,
+Indian Cuisine,South Indian,Pal Payasam,Serving Size,140,g,25,,,,,,
+Indian Cuisine,South Indian,Gillefirdaus,Serving Size,145,g,35,,,,,,
+Indian Cuisine,West Indian,Aamti,Serving Size,100,g,30,,,,,,
+Indian Cuisine,West Indian,Tomato Sar,Serving Size,250,g,12,,,,,,
+Indian Cuisine,West Indian,Masala Bhaat,Serving Size,140,g,57,,,,,,
+Indian Cuisine,West Indian,Prawn Pulav,Serving Size,250,g,60,,,,,,
+Indian Cuisine,West Indian,Kombdi Vade,Serving Size,200,g,38,,,,200 g gravy (120 g chicken + 80 g gravy) + 2 wade (30 g each),,
+Indian Cuisine,West Indian,Tamatara Ursev Ki Subzi,Serving Size,150,g,12,,,,,,
+Indian Cuisine,West Indian,Gatte Ki Subzi,Serving Size,200,g,33,,,,200 g (gatta 120 g + 80 g gravy),,
+Indian Cuisine,West Indian,Makkai Nu Shaak,Serving Size,230,g,30,,,,,,
+Indian Cuisine,West Indian,Goan Fish Curry,Serving Size,329,g,28,,,,,,
+Indian Cuisine,West Indian,Fish Caldeen,Serving Size,250,g,10,,,,,,
+Indian Cuisine,West Indian,Laalmaas,Serving Size,220,g,22,,,,220 g (120 g fish +100 g gravy),,
+Indian Cuisine,West Indian,Mutton Kolhapuri,Serving Size,220,g,10,,,,,,
+Indian Cuisine,West Indian,Pork Vindaloo,Serving Size,220,g,5,,,,,,
+Indian Cuisine,West Indian,Sukhe Mutton,Serving Size,340,g,16,,,,,,
+Indian Cuisine,West Indian,Safedmaas,Serving Size,230,g,5,,,,,,
+Indian Cuisine,West Indian,Bharwanmirch,Serving Size,120,g,13,,,,,,
+Indian Cuisine,North Indian,Kulcha,Serving Size,1,no,33,,,,68 g,,
+Indian Cuisine,North Indian,Plain Paratha,Serving Size,1,no,31,,,,75 g,,
+Indian Cuisine,North Indian,Tandoori Roti,Serving Size,1,no,35,,,,72 g,,
+Indian Cuisine,North Indian,Naan,Serving Size,1,no,47,,,,90 g,,
+Indian Cuisine,North Indian,Cholebhature,Chole,1/2,cup,30,,,,125 g,,
+Indian Cuisine,North Indian,Cholebhature,Bhature,2,no,15,,,,25 g each,,
+Indian Cuisine,North Indian,Cholebhature,Bhature,1,no,35,,,,85 g,,
+Indian Cuisine,North Indian,Makkeki Roti,Serving Size,1,no,24,,,,50 g,,
+Indian Cuisine,North Indian,Sarso Da saag,Serving Size,250,g,17,,,,,,
+Indian Cuisine,North Indian,Dal Makhni,Serving Size,200,g,58,,,,,,
+Indian Cuisine,North Indian,Dum Aloo,Serving Size,230,g,29,,,,,,
+Indian Cuisine,North Indian,Bainganbharta,Serving Size,150,g,9,,,,,,
+Indian Cuisine,North Indian,Dum Bhindi,Serving Size,285,g,15,,,,,,
+Indian Cuisine,North Indian,Tinda Masala,Serving Size,100,g,6,,,,,,
+Indian Cuisine,North Indian,Gobhimusallam,Serving Size,250,g,22,,,,,,
+Indian Cuisine,North Indian,Shammi Kebab,Serving Size,1,no,5,,,,50 g,,
+Indian Cuisine,North Indian,Reshmi Kebab,Serving Size,150,g,4,,,,,,
+Indian Cuisine,North Indian,Kakori Kebab,Serving Size,3 kebabs (102 g),3,kbabs,3,,,,102g,
+Indian Cuisine,North Indian,Chicken Tandoori,Serving Size,150,g,3,,,,,,
+Indian Cuisine,North Indian,Rogan Josh,Serving Size,265,g,3,,,,,,
+Indian Cuisine,North Indian,Chicken Makhanwala (Butter Chicken),Serving Size,200,g,6,,,,,,
+Indian Cuisine,North Indian,Acharigosht,Serving Size,30,g,16,,,,,,
+Indian Cuisine,North Indian,Jalebi,Serving Size,1,no,41,,,,25 g,,
+Indian Cuisine,North Indian,Kulfi,Serving Size,125 g (1 stick),125,g,17,,,,,
+Indian Cuisine,North Indian,Sooji Halwa,Serving Size,100,g,38,,,,,,
+Indian Cuisine,East Indian,Momos,Serving Size,1,no,9,,,,25 g,,
+Indian Cuisine,East Indian,Jhalmuri,Serving Size,38,g,8,,,,,,
+Indian Cuisine,East Indian,Thukpa,Serving Size,200,g,35,,,,,,
+Indian Cuisine,East Indian,Luchi,Serving Size,2 Luchi (25 g each),2,no,15,,,,,
+Indian Cuisine,East Indian,Ghee Bhaat,Serving Size,200,g,78,,,,,,
+Indian Cuisine,East Indian,Cholar Dal,Serving Size,1 serving (150 g),150,g,31,,,,,
+Indian Cuisine,East Indian,Lau Chingri,Serving Size,150 g,150,g,10,,,,150 g (prawns 50 g + 50 g dhudhi + 50 g gravy),
+Indian Cuisine,East Indian,Doimach,Serving Size,200,g,14,,,,,,
+Indian Cuisine,East Indian,Macherjhol,Serving Size,250,g,13,,,,250 g (150 g Fish + 100 g gravy),,
+Indian Cuisine,East Indian,Sandesh,Serving Size,1,no,16,,,,30 g,,
+Indian Cuisine,East Indian,Patishapta,Serving Size,1,no,35,,,,80 g,,
+Indian Cuisine,East Indian,Rosogullah,Serving Size,1,no,33,,,,15 g,,
+Indian Cuisine,East Indian,Chum Chum,Serving Size,1 Chum Chum (50 g),50,g,49,,,,,
+Indian Cuisine,East Indian,Malpua,Serving Size,1 piece (60 g),60,g,23,,,,,
+Indian Cuisine,East Indian,Mistidoi,Serving Size,1 serving (50 g),50,g,34,,,,,
+Indian Cuisine,East Indian,Balushahi,Serving Size,1,no,28,,,,35 g,,
+International Cuisine,Thai,Tom Yum Gong,Serving Size,120,g,4,,,,,,
+International Cuisine,Thai,Som Tam'Spicy Papaya Salad',Serving Size,200,g,29,,,,,,
+International Cuisine,Thai,Galoumbihartao-hou,Serving Size,200,g,36,,,,,,
+International Cuisine,Thai,Tung Tong,Serving Size,1,no,4,,,,,,
+International Cuisine,Thai,Krathak Fire Cracker,Serving Size,150 g (4 pc.),150,g,11,,,,,
+International Cuisine,Thai,Gai Med Ma Moung (Chicken Cashew nuts),Serving Size,360,g,40,,,,,,
+International Cuisine,Thai,Stuffed Chicken Breast,Serving Size,400,g,10,,,,,,
+International Cuisine,Thai,Geng Kheaw Wan Gai (Green Curry Chicken),Serving Size,300,g,14,,,,,,
+International Cuisine,Thai,Steam Rice,Serving Size,180 g cooked (60 g raw),180,g,42,,,,,
+International Cuisine,Thai,Kao Phad Fried Rice,Serving Size,300,g,86,,,,,,
+International Cuisine,Thai,Pad Thai,Serving Size,390,g,50,,,,,,
+International Cuisine,Italian,Minestrone Soup,Serving Size,400,g,21,,,,,,
+International Cuisine,Italian,Pasta e Fagioli (Pasta and Beans Soup),Serving Size,210,g,21,,,,,,
+International Cuisine,Italian,Risotto,Serving Size,100,g,42,,,,,,
+International Cuisine,Italian,Caponata,Serving Size,185,g,12,,,,,,
+International Cuisine,Italian,Spaghetti with Meat Balls,Serving Size,375,g,49,,,,,,
+International Cuisine,Italian,Pasta with Arabiatta Sauce,Serving Size,275,g,38,,,,,,
+International Cuisine,Italian,Lasagna,Serving Size,300,g,58,,,,,,
+International Cuisine,Italian,"12"" Plain Medium Thin Crust Pizza, no extra toppings",Serving Size,1 Slice (1/8th of a pizza: 55 g),55,g,16,,,,,
+International Cuisine,Italian,Pasta with White Sauce,Serving Size,255,g,46,,,,,,
+International Cuisine,Italian,Tiramisu,Serving Size,85,g,32,,,,,,
+International Cuisine,Mexican,Mexican Corn Soup,Serving Size,230,g,20,,,,,,
+International Cuisine,Mexican,Chimichangas,Serving Size,105,g,27,,,,,,
+International Cuisine,Mexican,Chilli Con Carne,Serving Size,190,g,25,,,,,,
+International Cuisine,Mexican,Pimento rice,Serving Size,125,g,54,,,,,,
+International Cuisine,Mexican,Burrito,Serving Size,120,g,43,,,,,,
+International Cuisine,Mexican,Quesadilla,Serving Size,90 g (1 no.),90,g,21,,,,,
+International Cuisine,Mexican,Tacos,Serving Size,170,g,75,,,,,,
+International Cuisine,Mexican,Nachos,Serving Size,50,g,19,,,,,,
+International Cuisine,Mexican,Fajitas,Serving Size,120,g,31,,,,,,
+International Cuisine,Mexican,Enchilada,Serving Size,400,g,83,,,,,,
+International Cuisine,Chinese,Hot and Sour Soup,Serving Size,300,g,7,,,,,,
+International Cuisine,Chinese,Wonton Soup,Serving Size,200,g,7,,,,,,
+International Cuisine,Chinese,Manchow Soup (without noodles),Serving Size,210,g,12,,,,,,
+International Cuisine,Chinese,Spring Rolls,Serving Size,120 g (1 pc. of 40 g),40,g,10,,,,,
+International Cuisine,Chinese,Sichuan Beans,Serving Size,90,g,3,,,,,,
+International Cuisine,Chinese,Stir Fried Chicken and Peppers,Serving Size,220,g,4,,,,,,
+International Cuisine,Chinese,Chowmein,Serving Size,285,g,82,,,,,,
+International Cuisine,Chinese,Hakka Noodles,Serving Size,285,g,75,,,,,,
+International Cuisine,Chinese,Chinese Fried Rice,Serving Size,150,g,47,,,,,,
+Fast Food,,Mc Chicken,1 no (163 g),163,g,45,,,,,,
+Fast Food,,Mc Veggie,1 no (168 g),168,g,56,,,,,,
+Fast Food,,Mc Aloo Tikki,1no (155 g),155,g,49,,,,,,
+Fast Food,,Chicken Mc Grill,1no (140 g),140,g,33,,,,,,
+Fast Food,,Fries,Regular,41,,,,,,,,
+Fast Food,,Fries,Medium,58,,,,,,,,
+Fast Food,,Fries,Large,82,,,,,,,,
+Fast Food,Pizza Hut Regular Crust pizza,"12""",1,slice,27,,,,,,,
+Fast Food,Pizza Hut Regular Crust pizza,"8""",1,slice,18,,,,,,,
+Fast Food,Domino's Regular Crust Chicken Tikka pizza,"5"" Small",1,slice,19,,,,,,,
+Fast Food,Domino's Regular Crust Chicken Tikka pizza,"10"" Medium",1,slice,21,,,,,,,
+Fast Food,Domino's Regular Crust Chicken Tikka pizza,"12"" Large",1,slice,23,,,,,,,
+Label,",Nutrients",Per 100 g,Per 30 g,,,,,,,,,
+Label,",Energy Value",399,kcal,120,kcal,,,,,,,
+Label,",Protein",10.2,g,3.1,g,,,,,,,
+Label,",Carbohydrate",76.3,g,22.9,g,,,,,,,
+Label,",Sugar",6.1,g,1.8,g,,,,,,,
+Label,",Dietary Fibre",11.5,g,3.5,g,,,,,,,
+Label,",Fat",5.9,g,1.8,g,,,,,,,
+Label,",Saturated Fatty Acids",1.2,g,0.4,g,,,,,,,
+Label,",Monounsaturated Fatty Acids",2.7,g,0.8,g,,,,,,,
+Label,",Polyunsaturated Fatty Acids",1.9,g,0.6,g,,,,,,,
+Label,",Trans Fatty Acids",0,g,0,g,,,,,,,
+Label,",Cholesterol",0,mg,0,mg,,,,,,,
+Label,",Iron",3.9,mg,1.2,mg,,,,,,,
+"""
+
+# Read the CSV data into a pandas DataFrame
+df = pd.read_csv(io.StringIO(csv_data), header=0, skipinitialspace=True, keep_default_na=False)
+
+# Fill NaN values with a placeholder
+df.fillna('Unknown', inplace=True)
+df.replace('', 'Unknown', inplace=True)
+
+# Remove extra columns that may have been created by the trailing commas
+df = df.loc[:, ~df.columns.str.contains('^Unnamed')]
+
+# Handle the special case where there is a comma in the first column of the last rows: Label,",Nutrients",Per 100 g,Per 30 g,,,,,,,,,
+# Rename the first column if it starts with a comma
+if df.columns[0].startswith(','):
+    df.rename(columns={df.columns[0]: 'Category_Label'}, inplace=True)
+
+# Save the cleaned DataFrame to a new CSV file
+df.to_csv('food_data_cleaned.csv', index=False, quoting=csv.QUOTE_MINIMAL)