Chapter 2 Data sources

For this analysis, we worked on two major datasets. One is the vegetarian restaurant data and the other is the survey data.

2.1 Vegetarian and vegan restaurants data

We sourced this data from the data.world website. The dataset used for this project is available here. This dataset contains of around 18000 restaurants that serve vegetarian or vegan food in the US. Some of the columns used in this project are listed as follows:

• id - id column represents the id of each restaurant.
• address - address of every restaurant
• categories - categories of food items served at each restaurant for example : Seafood, Fish & Seafood Retail
• city - e.g., San Diego - city where the restaurant is located.
• claimed - the websites from which you can order the food.
• country - US for all the restaurants.
• dateAdded - date when the restaurant was opened.
• descriptions - a short description about reviews.
• latitude - latitude of the restaurant.
• longitude - longitude of the restaurant.
• name - name of the restaurant.
• province - abbreviated forms of the states in the United States. For example: California is represented as CA.

There are other columns as well but we will be using the columns described above extensively throughout our analysis. The detailed list and description of all the columns in the dataset can be found here.

A sample of the raw data is attached below:

address	categories	city	claimed	country	cuisines	dateOpened	dateUpdated	descriptions	facebookPageURL	features	hours	images	isClosed	key	lat	languages	long	menuURL	name	paymentTypes	phones	postalCode	priceRange	province	sic	twitter	websites
2871 Gulf To Bay Blvd	American, American (new), Clearwater Restaurants, American (new) / American / Vegan	Clearwater	NA	US	NA	NA	2014-02-01T04:41:06Z	Tags: American (New), American, and Trendy Stats: 5 dishes entered by diners at Village Inn	NA	NA	NA	NA	NA	us/fl/clearwater/2871gulftobayblvd	27.97116	NA	-82.69694	NA	Village Inn Restaurant and Bakery	NA	7277964988	33759	NA	FL	8423	NA	NA
605 W Main St	Caf and Sandwich Place	Louisville	NA	US	Vegetarian,  Delicatessen	NA	2016-07-23T22:37:24Z	Atlantic No. 5, Louisville: See 4 unbiased reviews of Atlantic No. 5, rated 4.5 of 5 on TripAdvisor and ranked #403 of 1,660 restaurants in Louisville.	NA	[{“key”:“Value Rating”,“value”:“3.5 of 5 stars”},{“key”:“Service Rating”,“value”:“3.5 of 5 stars”},{“key”:“Food Rating”,“value”:“4.5 of 5 stars”},{“key”:“TripAdvisor Overall Rating”,“value”:“4.5”},{“key”:“Number of Trip Advisor Reviews”,“value”:“4 Reviews”},“Atmosphere Rating”]	[{“day”:“Mon - Fri”,“hour”:“7:00 AM - 4:00 PM”},{“day”:“Sat”,“hour”:“10:00 AM - 2:00 PM”},{“day”:“Friday”,“hour”:“7:00 am - 4:00 pm”},{“day”:“Mon - Fri”,“hour”:“8:00 AM - 6:00 PM”}]	https://irs2.4sqi.net/img/general/200x200/29736015_13XoeNVhTcJbGHDs_7ZSxHzTzhjeH0oEKmOenwwAYqY.jpg, https://irs0.4sqi.net/img/general/200x200/215446_vrHCubTkvTu8zjrw3aAN95nM0gG-EYRiGnqTCcxxGv0.jpg, https://irs1.4sqi.net/img/general/200x200/8030892_3EJ02WQVIdhjTTMUe-ZEZT-ZdLcFE6nhEsWYg5rKOMk.jpg, https://irs1.4sqi.net/img/general/200x200/820639_lp9RhbtBewrILctxze01brZTpTQeOzb9OPUwhK5ZK7k.jpg, https://irs3.4sqi.net/img/general/200x200/13324651_LCF1joHPE6XB7ueofulMJSPMhWGYAAXAD_1NhyhuIDM.jpg, https://irs1.4sqi.net/img/general/200x200/5859017_VrPuknqzgo4GPyAQR-z8FrLxkgt8_mdwlLHoFKpdisU.jpg, https://irs2.4sqi.net/img/general/200x200/4971657_9cfmKo8vV1LJNNv9I7A_pARpT-c4Nivq28KTYVVvOCs.jpg, https://irs3.4sqi.net/img/general/200x200/455867_mQcwjO5KaBSIR_PMQOaZUvyVdDgMEpqpRJv55COQXQU.jpg, https://irs1.4sqi.net/img/general/200x200/9698570_ox_haMmQySfkJAIMwHR90tTxhK2CfP9WzAYSEsdqDy4.jpg, https://irs2.4sqi.net/img/general/200x200/820639_N54LnB0Mr52aR0_g7FDARgCuH4gNHRrPGmhYplsOzBM.jpg, https://irs1.4sqi.net/img/general/200x200/68438261_ThivMW25VlgplONIXZq-35Z2hxcKKMIs9P2zRIxtStE.jpg, https://irs0.4sqi.net/img/general/200x200/2005581_r_kIm2LO3ZaZUbQhkgc38hxea6oExlHnGv1Gj-xjCpM.jpg, https://irs0.4sqi.net/img/general/200x200/1890134_ibX_0cM_nLIoNfRLnF_Aft_lpnpAUDkIcPMadJidDb8.jpg, https://irs2.4sqi.net/img/general/200x200/21199006_qog-qvL8HHfpEClvmVXdSxrn-QSeS4RCUgPimidSiCo.jpg, https://ss0.4sqi.net/img/venuepage/icon-camera-a0505f3f83bf417f00f0434c4ce4f6cd.png, https://irs3.4sqi.net/img/general/200x200/40483711_0gzG13_8jT2LjaZvy0gEhcXQex0P4MWyKsyl-zBklDQ.jpg	NA	us/ky/louisville/605wmainst	38.25702	NA	-85.76001	NA	Atlantic No. 5	Yes	5028833398	40202	USD 25.00-40.00	KY	NA	NA	atlanticno5.com
3803 9th St S W	American, Barbecue, Puyallup Restaurants, Barbecue / American / Vegetarian, Caterers & Catering, Puyallup, WA, Restaurants & Bars, Restaurants, Puyallup Barbecue	Puyallup	NA	US	NA	NA	2015-11-19T22:22:31Z	Description: Famous Dave’s is a Barbecue , American , and Vegetarian restaurant where most Menuism users came for a family meal , paid between USD 10 and USD 25 , and tipped between 15% to 18% . Tags: Barbecue, American, and Family Style Stats: 159 dishes entered by diners at Famous Dave’s	NA	NA	NA	NA	NA	us/wa/puyallup/38039thstsw/98451436	47.15483	NA	-122.30399	NA	Famous Dave’s	NA	2536040340	98373	USD 10.00 - USD 15.00	WA	5610	NA	http://famousdaves.com
30 S Main St	Coffee & Tea, Restaurant, Restaurants, Bar, American Restaurant, and Burger Joint, Coffee & Tea-Wholesale & Manufacturers	Oberlin	NA	US	Coffee & Tea, Restaurants, American,  Bar,  Pub,  Grill, Coffee & Tea-Wholesale & Manufacturers,  Vegetarian	NA	2016-06-20T17:47:10Z	The Feve, Oberlin: See 170 unbiased reviews of The Feve, rated 4.5 of 5 on TripAdvisor and ranked #1 of 30 restaurants in Oberlin.	NA	[{“key”:“AKA:”,“value”:“Feve The”},{“key”:“Value Rating”,“value”:“4.5 of 5 stars”},{“key”:“Dining Options”,“value”:“[Dining options Lunch, Late Night, Dinner, Brunch, Seating, Serves Alcohol, Takeout, Waitstaff]”},{“key”:“Service Rating”,“value”:“4 of 5 stars”},{“key”:“Other Information:”,“value”:“Parking: ValetPrice Range : Below Average”},{“key”:“Food Rating”,“value”:“4.5 of 5 stars”},{“key”:“Other Information”,“value”:“Parking: StreetWi-Fi: FreeBike Parking: YesAttire: CasualWheelchair Accessible: NoTakes Reservations: NoOutdoor Seating: NoPrice Range : Average”},{“key”:“AKA”,“value”:“FeveFeve The”},{“key”:“TripAdvisor Overall Rating”,“value”:“4.5”},{“key”:“Number of Trip Advisor Reviews”,“value”:“170 Reviews”},{“key”:“Atmosphere Rating”,“value”:“4 of 5 stars”}]	[{“day”:“Sat - Sun”,“hour”:“9:30 am - 2:30 am”},{“day”:“Mon - Fri”,“hour”:“11:00 am - 12:00 am”},{“day”:“Sun”,“hour”:“9:00 AM - 2:00 PM6:00 PM–10:00 PM”},{“day”:“Saturday”,“hour”:“3:00 pm - 12:00 am”},{“day”:“Wed”,“hour”:“Noon - 1:00 PM6:00 PM–Midnight”},{“day”:“Thu”,“hour”:“6:00 PM - Midnight”},{“day”:“Mon”,“hour”:“6:00 PM - 11:00 PM”},{“day”:“Sat”,“hour”:“9:00 AM - 1:00 AM”},{“day”:“Fri”,“hour”:“Noon - Midnight”}]	https://irs1.4sqi.net/img/general/200x200/1541904_cZY7ECOlNYi4uzclIBRW8tWGfgfbPcg0Yg9ZOtUKDMo.jpg, https://irs0.4sqi.net/img/general/200x200/2004545_94LeXjVznBkaNDGIDo1J6b1P058isDqAF5AteG-GLMQ.jpg, https://irs2.4sqi.net/img/general/200x200/2004545_7qk8nnjd-Gm3NUmkIX_Dd9-11AlHWxzC6f-hHnrrjZ4.jpg, https://irs3.4sqi.net/img/general/200x200/1541904_n0Y62lNrtrgKvHPieEF6bYo66s8SaN4q2RNQ2fxcKyA.jpg, https://irs2.4sqi.net/img/general/200x200/93114_nXN4VUZdbz7_EiX8KaXaML5Ek0njvE7hch-jvbR_414.jpg, https://irs0.4sqi.net/img/general/200x200/EIW4OXRDKVJVHHJUJU4DNY0NLYCPR1UV5VBHBBDWI0AMAUSW.jpg, https://irs2.4sqi.net/img/general/200x200/81539257_PQt2HSKuFCrZfGXrmFWEUqXxiWwusS5ypmAakWBxM0I.jpg, https://irs1.4sqi.net/img/general/200x200/2157005_9MX-6irqHcllhvi9n7ToBi4Gw8GKxi69Nr0ZfbHS0Q0.jpg, https://media-cdn.tripadvisor.com/media/photo-t/02/c3/ee/3e/the-feve.jpg, https://irs0.4sqi.net/img/general/200x200/vviRv5HSFRHMhFDSgMzlSd1GBft7pUDC-zPu7qU7828.jpg, https://irs3.4sqi.net/img/general/200x200/557077_gBdPjdlAKYcLwIhJW41BQwpqNcFyVqAk_6wTEeVkknA.jpg, https://irs2.4sqi.net/img/general/200x200/26169_5RNsxeJslcDswPWHQlK7_pEn4SV0qqECc2yISrWvh6Y.jpg, https://irs2.4sqi.net/img/general/200x200/1541904_QqwGNpXihThK-aD5A6Qvo_r2-Dhq0HbWnkAEFvd3RB8.jpg, https://irs1.4sqi.net/img/general/200x200/35686381_edWF6dO19IBjerwCOHibO7ryrxYGAfHaHZ8sBpeMT9I.jpg, https://irs2.4sqi.net/img/general/200x200/41467148_Os5G9UHiPhIBHiz_61zkW0q39NIjqu3ijwuubl2xSKw.jpg, https://ss0.4sqi.net/img/venuepage/icon-camera-a0505f3f83bf417f00f0434c4ce4f6cd.png, https://irs2.4sqi.net/img/general/200x200/UjJz_Xwy521LrlfTTRyy5Ew9ZE9vi_Y8o7kEjsXW1dI.jpg, https://irs3.4sqi.net/img/general/200x200/thJqBzDqDcj81HlVCmX2lCvyhlG1-iaJ1ZSMoHuDavQ.jpg	NA	us/oh/oberlin/30smainst	41.29082	NA	-82.21764	/oberlin-oh/mip/the-feve-8940755/menu	The Feve	mastercard, amex, discover, Yes, visa	[“4407741978”,“4197741978”,“4407753064”]	44074	USD 25.00-40.00	OH	NA	NA	http://www.thefeve.com
55 Crescent Dr	Sandwich Place and Fast Food Restaurant	Pleasant Hill	yellowpages.com	US	Take Out Restaurants, Asian Restaurants, Restaurant Delivery Service, Restaurants, Vegetarian Restaurants, Healthy, Vegetarian, Mediterranean Restaurants, Mediterranean, Asian, Greek, Pan Asian, Health Food Restaurants, Salads, Greek Restaurants	NA	2016-07-23T23:55:05Z	[“https://www.zagat.com/r/yalla-mediterranean-pleasant-hill”,“http://www.yellowpages.com/pleasant-hill-ca/mip/yalla-mediterranean-506165688”]	NA	[{“key”:“Price Range”,“value”:“Below Average”}]	[{“day”:“Monday”,“hour”:“11:00am - 9:00pm”},{“day”:“Saturday”,“hour”:“11:00am - 9:00pm”},{“day”:“Mon - Sun”,“hour”:“11:00 am - 9:00 pm”},{“day”:“Thursday”,“hour”:“11:00am - 9:00pm”},{“day”:“Friday”,“hour”:“11:00am - 9:00pm”},{“day”:“Tuesday”,“hour”:“11:00am - 9:00pm”},{“day”:“Wednesday”,“hour”:“11:00am - 9:00pm”},{“day”:“Sunday”,“hour”:“11:00am - 9:00pm”}]	http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/0c8ca9a4742671218f3796bd829727e0.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/1b5c9c90f1d8f43e555672ae7d7662dc.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/180d5bddcb4b94048eb71b43fb5cad1e.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/b264a3efe903278b46f27fb35499743e.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/c99ad3b541e3b35851d44c432d59f767.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/c3590d76220e8059f28d864816b5ae05.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/a050edf5d75442bb701bcf17c2692a89.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/9c89a1480c2c2a92e140b988aab76870.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/3a4f2340b01f4753508e7bf07bb83661.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/6272f4e72aeeba3360f3dfd712cc23b4.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/7609dfae3257004ce542baf5299e5bb5.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/83794f791426c3ed156682eebd6cbf39.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/d0f68da3774ab94aec2aa0e927a386ef.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/8d2b91bf86e10cbb0a5f615f106f654b.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/2adbea1f08ded57292c4048c5e54f3b4.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/85d51c7cb4e8dbba4a74fb1f37036f92.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/bf0866105929242710d819e913adc27e.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/d3deef6ec22ba89aebb4135ae0bf827d.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/4c888afda7269b1408213272a64e78ad.jpg, http://i3.ypcdn.com/blob/94678ed2942561f8ac8a556fc07cab5e1486630a_74x74_crop.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/96b1fc25f995eb06e8aa7856b4bd0d6c.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/dbdd9b23064415face23c6c544f227e4.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/7c9cd9102c7e6abd5a1433c181cfac77.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/74012fb6c47c7dd4c3ad98212d326146.jpg, http://storage.googleapis.com/zgt-photos/0x808561479a2dcc4b_0xdb6f9295ca7b39da/6337c10ab559d0bdfff97f2b7a56d116.jpg	NA	us/ca/pleasanthill/55crescentdr	37.94566	NA	-122.06200	/pleasant-hill-ca/mip/yalla-mediterranean-506165688/menu	Quiznos	master card, visa	9258258644	94523	$	CA	NA	quiznos	http://www.yallamedi.com/
2243 Richmond Ave	English Restaurant, Caf, and Breakfast Spot	Houston	NA	US	Coffee Shops, American Restaurants, Restaurants, Eclectic, Breakfast Brunch & Lunch Restaurants,, Vegetarian	NA	2016-07-23T23:24:12Z	[“https://www.zagat.com/r/hobbit-cafe-houston”]	NA	[{“key”:“Other Information”,“value”:“Parking: Lot, PrivateWi-Fi: NoBike Parking: YesAttire: CasualWheelchair Accessible: YesCuisines: American, Diner, Vegetarian, Cafe, OmeletsAlcohol: Beer, WineTakes Reservations: NoOutdoor Seating: YesPrice Range : Average”},{“key”:“Primary Score”,“value”:“24”},{“key”:“Service Score”,“value”:“22”},{“key”:“Dress Code”,“value”:“Business Casual”},{“key”:“Dining Style”,“value”:“Casual Dining”},{“key”:“Food Score”,“value”:“24”},{“key”:“Decor Score”,“value”:“20”}]	[{“day”:“Mon–Thu”,“hour”:“11:00 AM–9:30 PM”},{“day”:“Monday”,“hour”:“11:00am - 9:30pm”},{“day”:“Sun”,“hour”:“10:30 AM–9:00 PM”},{“day”:“Thursday”,“hour”:“11:00am - 9:30pm”},{“day”:“Saturday”,“hour”:“10:30am - 10:30pm”},{“day”:“Mon - Thu”,“hour”:“11:00 AM - 9:30 PM”},{“day”:“Fri”,“hour”:“11:00 AM���10:30 PM”},{“day”:“Friday”,“hour”:“11:00am - 10:30pm”},{“day”:“Sat”,“hour”:“10:30 AM - 10:30 PM”},{“day”:“Sat”,“hour”:“10:30 AM–10:30 PM”},{“day”:“Sun”,“hour”:“10:30 am - 9:00 pm”},{“day”:“Fri”,“hour”:“11:00 AM–10:30 PM”},{“day”:“Sunday”,“hour”:“10:30am - 9:00pm”},{“day”:“Fri - Sat”,“hour”:“11:00 AM - 10:30 PM”},{“day”:“Sun”,“hour”:“10:30 AM - 9:00 PM”},{“day”:“Wednesday”,“hour”:“11:00am - 9:30pm”},{“day”:“Tuesday”,“hour”:“11:00am - 9:30pm”},{“day”:“Sun”,“hour”:“10:30 AM���9:00 PM”},{“day”:“Mon���Thu”,“hour”:“11:00 AM���9:30 PM”},{“day”:“Fri”,“hour”:“11:00 AM - 10:30 PM”},{“day”:“Mon - Fri”,“hour”:“11:00 am - 10:30 pm”},{“day”:“Sat”,“hour”:“10:30 am - 10:30 pm”},{“day”:“Sat”,“hour”:“10:30 AM���10:30 PM”}]	https://irs0.4sqi.net/img/general/200x200/71083113_V6LWkBXKE3RKN0ju4oOctaUmaVoSOXrxdfHLtHM4l1Y.jpg, https://irs1.4sqi.net/img/general/200x200/71083113_8DZuQk3Zb44zSr9rpF1oZ9XniL6bbVuf9kkYQ6NpUqk.jpg, https://irs0.4sqi.net/img/general/200x200/71083113_EA47UqdFKSKV9d3jibXtxt_0HkCOUCVpveOl-Herdbg.jpg, https://irs0.4sqi.net/img/general/200x200/71083113_cmR-67Vrd2C9cit2P4zOw6Linh77dJAuKmG1PH-nUNk.jpg, https://irs2.4sqi.net/img/general/200x200/30516962_8fIBccR0rouXvFIactMX7QrE-Vb7RBXh0ponl-cjxxU.jpg, https://irs1.4sqi.net/img/general/200x200/13495540_0MfIIuFmpqOgmtsVFZdYvKMlBfJNbK58QX4xLlDyJrY.jpg, https://irs0.4sqi.net/img/general/200x200/34474284_mSJO9tsb76PZ9-c-BqEnhrFn6dJtqjWiEKhiz46uXM8.jpg, https://irs0.4sqi.net/img/general/200x200/6Spd4tarrlWG_E2lFE3FVeRLFZ6i-AvCMH0UAWCTIMw.jpg, https://irs2.4sqi.net/img/general/200x200/12459354_DEz9FmXu9UkI-Ix8VogU1IDxJArvI8tSplPRn1Pl8cU.jpg, https://irs0.4sqi.net/img/general/200x200/41829601_KlWPjh7ZNEtXGQ9Q9eFKZFySQp4Yk1s10Ev25Vtq0dQ.jpg, https://irs0.4sqi.net/img/general/200x200/baQOc0VkrgTe_AhCCuT_XHFmf9bGBAM0YMb_UP-Me9U.jpg, https://irs3.4sqi.net/img/general/200x200/PFUFANHmdL6Jelq7gGeMfAmMydOg3VYVBw1C6YZDS2s.jpg, https://irs3.4sqi.net/img/general/200x200/23073217_z3AwGw0393DQ5PeOBQ7AQOmSReKTvJiNXKlf0Uy2s1E.jpg, https://irs1.4sqi.net/img/general/200x200/1485728_Caio5qllKK_wz9KloO--JdF-d8poydAIJOhUGCXzJK0.jpg, https://irs2.4sqi.net/img/general/200x200/4173332_b9HkK5vYzOoujgbHftRH4gsuwfP1DwtlAiB17cYyvzE.jpg, https://ss0.4sqi.net/img/venuepage/icon-camera-a0505f3f83bf417f00f0434c4ce4f6cd.png, https://irs1.4sqi.net/img/general/200x200/31552529_EElk1DgHKYVxfTcJ4LjPAJIQqAcRsrROi2YEw1uuVqk.jpg	NA	us/tx/houston/2243richmondave	29.73360	NA	-95.41460	/houston-tx/mip/hobbit-cafe-22358589/menu	Hobbit Cafe	check, discover, cash, amex, all major credit cards, Yes, visa, master card	[“7135265460”]	[“77098”]	USD 25.00-40.00	TX	NA	cafehobbit	http://www.myhobbitcafe.com/
8007 State Rt 31	Pizza, Restaurants	Bridgeport	NA	US	New York Style Pizza, Pizza By The Slice, Homemade Dough, Antipasta, Salads, Sicilian Pizza, Pizza, Tomato Pie, Italian Dishes, French Fries / Onion Rings, Calzones, Vegetarian Toppings, Stromboli, Hoagies / Grinders / Subs / Gyros, Brick Oven Pizza, Desserts, Deep Skillet / Pan Pizza, White Pizza, Pasta, Wings	2011-01-01 12:00:00	2015-11-19T22:21:54Z	Check Out Our Full Menu At: www.myfamiliapizza.com	NA	NA	NA	NA	NA	us/ny/bridgeport/8007statert31	NA	NA	NA	NA	Familia Pizza	NA	3156339909	13030	NA	NY	5610	NA	http://www.myfamiliapizza.com
415 Thompson Ln	Nashville Restaurants, Glencliff Estates, Restaurants	Nashville	NA	US	African, Ethiopian, Vegetarian	NA	2013-09-16T03:03:44Z	Tags: nothing yet. tagging it. –>	NA	NA	NA	NA	NA	us/tn/nashville/415thompsonln	36.11988	NA	-86.71850	NA	Lalibela Ethiopian Cuisine	NA	6153320710	37211-2212	USD 5 - USD 10	TN	5610	NA	NA
217 W Beloit St	Orfordville Restaurants, Italian / Pizza / Vegan, recreation, food and drink, pizza	Orfordville	NA	US	NA	NA	2013-09-15T02:05:19Z	Tags: Italian, Pizza, and Family Style Stats: 390 dishes entered by diners at Villa Pizza (CLOSED)	NA	NA	NA	NA	NA	us/wi/orfordville/217wbeloitst	42.63502	NA	-89.26817	NA	Villa Pizza (closed)	NA	6088799929	53576	NA	WI	5610	NA	NA
309 N Lamar Blvd	Restaurants	Oxford	NA	US	American, Vegetarian, Healthy	NA	2013-09-18T03:45:30Z	NA	NA	NA	NA	NA	NA	us/ms/oxford/309nlamarblvd/-562612811	34.36802	NA	-89.51839	NA	The Pita Pit	NA	6622383535	38655-3201	NA	MS	5610	NA	NA

The number of unique values in each column of the data are listed as follows:

##         address      categories            city         claimed         country 
##           12458            9950            3260               6               1 
##        cuisines      dateOpened     dateUpdated    descriptions facebookPageURL 
##            5659             146           13555            7068             885 
##        features           hours          images        isClosed             key 
##            5102            4993            4273               5           14909 
##             lat       languages            long           menus         menuURL 
##           10761               0           10814            4660            2628 
##            name    paymentTypes          phones      postalCode      priceRange 
##            9555             981           12461            7714             151 
##        province             sic         twitter        websites 
##              52             141            1675            5442

2.2 Survey Data

This data source was available at the faunalytics website. A survey was conducted for almost 1500 people who have transitioned or begining to transition into a vegetarian/vegan. The dataset can be found here There a total of 1023 columns in this dataset. The survey was conducted for almost 1387 participants. People from different age groups were invited to take the survey. This survey also contains respondents from different states and cities in the United States. A survey instrument has also been provided to understand the questions in the survey and the respondents answers. The survey instrument can be found here. The data was made available in the .sav format. We have used the pyreadstat module in python to read the data. It also contains information about the following:

• Reasons behind the adoption of vegan/vegetarian diet
• Inconvenience factors that people are facing while transitioning or after the transition
• Age at adoption of vegan/vegetarian diet for every individual in the survey
• Health and taste concerns .
• Demographic information including race and religion.

The reasons behind the adoption of a vegan/vegetarian diet variables (i.e ANIMALPROTECTION, HEALTH, COST etc.) were designed as 5-point Likert scale response variables through which participants specify their level of agreement to a particular reason. The choices were as follows:

• 1 - Strongly disagree
• 2 - Disagree
• 3 - Neither Agree nor Disagree
• 4 - Agree
• 5 - Strongly Agree

Here is a snapshot of the columns that contain opinion data.

id	ALLANIMALPROTECTION	ALLENVIRONMENT	ALLCOST	ALLHEALTH	ALLRELIGIOUSSPIRITUAL	ALLSOCIALINFLUENCE	ALLSOCIALJUSTICEWORLDHUNGER	ALLFOODTREND	ALLDISGUST
507	1	1	1	1	1	5	1	1	1
499	1	1	1	1	1	1	1	4	1
494	3	4	5	5	1	2	1	1	5
62	3	2	1	3	1	1	3	3	1
64	1	1	1	5	1	1	1	2	2
72	3	4	1	5	2	5	3	1	1
77	3	3	5	2	1	1	1	1	1
83	3	2	2	5	1	2	2	1	5
92	5	5	1	5	1	3	2	1	5
94	3	5	3	5	3	1	3	1	4
97	1	1	5	2	1	1	1	1	1
98	1	1	1	1	1	1	1	1	1
102	1	1	3	5	3	3	1	1	3
114	3	4	3	4	2	1	1	1	4
122	3	3	1	5	1	3	1	1	2
148	1	2	1	4	1	2	1	1	1
150	1	1	1	1	1	1	1	1	1
159	1	1	1	1	1	1	1	1	1
166	3	2	2	2	2	2	2	1	1
183	1	1	1	1	1	1	1	1	1
185	1	1	1	4	1	1	2	1	2
200	5	3	2	3	3	2	3	2	3
235	1	2	1	4	1	1	2	1	1
236	3	3	3	3	3	3	3	3	3
254	1	1	1	5	1	1	1	1	1
264	NA	NA	NA	NA	NA	NA	NA	NA	NA
265	3	3	2	4	1	2	2	1	3
284	5	5	2	4	1	1	2	1	3
285	3	4	2	5	1	2	1	1	2
294	3	1	3	4	1	1	1	1	2
311	1	1	1	5	1	4	1	2	1
317	3	3	3	3	3	3	3	1	3
354	3	3	5	3	1	4	2	1	4
359	2	2	5	4	1	1	1	1	1
366	3	3	2	5	1	3	1	2	4
371	3	3	3	3	3	3	3	3	3
376	1	1	1	5	1	1	1	1	1
433	3	1	2	5	1	1	1	1	1
435	5	2	2	4	1	1	4	1	4
445	5	1	1	3	1	1	1	1	5
447	2	2	1	5	1	1	2	1	4
456	4	4	2	5	1	1	1	1	5
461	1	1	4	4	1	1	1	1	1
471	1	1	1	1	1	1	1	2	1
474	5	5	1	5	1	1	1	1	5
479	5	4	4	4	4	4	3	4	5
538	5	3	2	4	1	1	2	1	5
564	1	1	1	1	1	4	1	1	1
568	5	5	1	3	1	2	5	1	3
577	1	1	3	4	1	3	1	3	1
580	2	2	1	2	5	1	3	1	1
597	5	1	4	5	1	1	1	1	5
601	5	1	1	3	1	1	1	1	2
603	1	1	1	5	1	1	1	1	1
604	1	3	2	5	1	1	1	1	1
611	1	1	1	4	1	1	1	2	1
614	1	1	2	4	1	1	1	4	1
616	3	3	3	4	1	4	3	1	1
622	1	1	1	3	1	4	1	1	1
626	1	1	1	1	4	1	1	1	1
630	5	5	5	5	5	5	5	5	5
632	5	5	4	4	5	3	5	3	5
641	5	2	1	1	1	1	1	1	5
643	1	1	1	4	1	1	1	1	2
645	1	1	1	3	1	1	1	1	1
647	5	5	2	3	1	1	5	1	3
651	1	1	1	4	1	5	1	2	1
652	1	1	1	3	1	4	1	1	1
661	1	1	3	3	1	1	1	1	1
672	5	5	1	4	4	1	4	5	5
675	4	4	1	5	3	1	3	1	4
682	2	4	2	5	1	2	3	1	4
700	1	1	1	2	1	5	1	1	1
709	3	3	3	3	3	3	3	3	3
711	1	1	1	4	1	1	1	1	1
712	1	1	1	3	1	1	1	1	1
718	1	1	3	3	1	1	1	1	1
725	1	1	1	5	1	1	1	1	1
744	3	3	3	4	1	1	1	1	5
768	2	2	1	5	3	1	2	1	4
776	3	2	2	3	1	2	1	1	3
779	3	5	4	5	1	1	2	1	2
788	5	5	1	5	4	2	5	1	1
789	1	3	3	4	1	3	3	3	3
796	5	5	1	5	1	1	1	1	5
797	1	1	1	4	1	3	1	1	1
800	4	4	2	4	2	3	4	1	2
809	1	1	1	1	1	5	1	1	1
819	4	4	4	4	4	4	4	5	4
822	1	1	1	4	1	1	1	1	1
839	5	5	3	5	3	2	3	1	3
842	2	1	1	2	1	2	1	1	1
847	1	1	1	3	1	2	1	3	2
848	5	5	5	5	5	5	5	5	5
854	1	1	1	4	1	1	1	1	1
882	2	3	2	4	1	2	2	2	3
886	2	3	2	4	1	4	2	2	2
894	1	1	1	2	1	1	1	2	1
900	5	5	5	5	5	4	5	5	1
901	3	3	3	4	3	4	3	4	4
907	3	3	3	3	3	3	3	3	3
927	1	1	1	5	1	1	1	1	1
930	2	3	1	4	1	1	1	1	1
962	5	3	3	4	5	3	3	1	5
966	3	2	1	3	1	3	4	1	3
975	2	2	2	4	1	2	2	3	1
996	1	1	1	2	1	1	1	1	1
1007	1	3	3	3	1	1	1	1	1
1018	2	2	2	4	1	1	1	1	1
1019	1	1	1	5	1	1	1	5	4
1021	3	3	3	4	2	2	3	1	5
1029	4	4	4	4	3	4	4	5	4
1031	4	2	2	3	1	2	1	1	4
1047	1	1	3	4	5	3	1	1	1
1066	1	1	1	4	1	1	1	1	1
1096	1	1	1	1	1	5	1	1	1
1098	5	5	2	4	1	3	4	2	4
1102	2	2	1	3	1	1	1	1	1
1106	3	3	1	3	1	1	1	1	1
1110	4	4	4	5	2	4	4	1	4
1113	1	1	3	4	1	1	1	1	1
1129	1	1	1	2	1	1	1	2	1
1143	5	5	5	5	3	5	3	3	5
1145	1	2	2	3	5	2	2	3	3
1149	4	3	3	4	1	4	2	4	4
1158	1	1	1	3	1	1	1	1	1
1161	1	2	2	4	1	2	1	1	1
1163	1	1	1	5	1	1	1	1	1
1181	4	3	2	3	3	1	3	1	5
1182	5	4	1	3	1	4	5	4	5
1190	4	4	4	4	2	2	4	2	4
1194	1	1	1	3	1	3	1	2	1
1212	1	1	1	5	4	1	1	1	2
1213	4	4	2	3	4	3	4	4	1
1221	5	2	4	4	1	2	2	2	5
1228	2	4	3	2	4	3	4	3	3
1238	3	3	1	3	1	1	1	1	1
1242	4	2	3	4	1	2	2	2	3
1250	1	1	1	5	1	1	1	1	1
1254	1	2	3	3	1	1	1	1	1
1259	2	2	3	5	1	3	1	1	1
1261	4	4	1	5	1	1	2	1	1
1262	3	4	3	4	1	3	3	4	1
1264	4	4	2	3	4	2	2	1	4
1267	3	1	1	5	1	1	1	1	1
1269	5	4	4	4	4	5	4	4	4
1273	5	1	3	5	1	2	1	1	5
1285	1	1	1	4	1	1	1	2	1
1286	3	4	1	3	3	4	4	3	4
1288	5	1	1	2	3	1	2	1	4
1298	1	1	1	5	1	1	1	1	1
1300	1	1	2	2	5	4	1	4	1
1302	4	5	4	3	2	4	4	3	4
1305	5	3	2	3	3	2	2	1	5
1319	2	2	2	4	1	1	1	1	1
1324	5	4	3	5	1	2	3	4	5
1326	5	5	1	3	1	1	3	1	1
1328	1	5	4	5	1	4	4	2	4
1335	3	4	1	5	1	1	1	1	5
1346	5	4	2	3	4	2	4	3	3
1351	1	1	1	1	1	3	1	1	1
1352	5	3	1	1	1	1	1	1	4
1363	1	1	1	1	1	1	1	1	1
1389	1	1	1	1	1	5	1	1	1
1395	2	2	1	3	1	1	1	1	4
1403	1	1	1	1	1	1	1	1	1
1435	2	1	1	2	1	1	1	2	2
1451	5	5	3	3	4	1	5	1	5
1454	2	4	4	4	3	1	2	1	4
1456	2	2	2	4	2	2	2	2	1
1461	3	3	3	5	2	4	3	2	3
1462	1	2	1	4	1	1	2	1	1
1463	4	5	2	3	1	3	5	1	5
1466	3	2	1	3	1	2	2	1	1
1467	4	3	1	2	4	3	1	1	4
1478	1	1	3	4	1	1	1	1	1
1480	3	5	5	5	3	1	3	3	5
1482	1	1	1	5	5	2	1	3	1
1483	NA	NA	NA	NA	NA	NA	NA	NA	NA
1506	5	4	1	4	2	4	4	1	4
1511	2	2	4	5	2	3	3	3	3
1513	5	4	4	4	3	2	5	2	5
1524	1	1	1	5	1	1	1	1	1
1526	4	5	2	2	1	1	2	2	5
1528	1	1	4	5	1	1	1	1	1
1533	1	3	3	5	3	2	3	4	1
1535	1	1	1	5	5	1	1	1	1
1536	1	1	3	5	1	2	1	1	2
1546	5	3	1	4	1	2	2	1	5
1547	4	4	1	3	1	3	4	2	4
1549	3	1	1	4	1	1	1	1	2
1571	1	1	4	4	1	4	1	4	2
1573	5	3	1	3	4	1	2	1	5
1575	4	4	4	5	2	4	4	1	5
1583	5	2	1	5	1	1	1	1	1
1601	4	3	1	2	1	5	2	5	4
1620	1	1	1	4	1	1	1	1	1
1630	1	1	4	4	1	1	1	1	1
1661	3	1	3	5	1	1	1	1	3
1665	1	1	1	2	1	1	1	1	1
1668	3	3	4	5	1	2	2	1	3
1685	5	3	4	1	1	1	2	1	5
1688	1	3	1	4	1	4	1	1	1
1705	1	1	1	2	1	2	1	2	1
1708	2	2	2	4	2	2	2	1	2
1711	1	1	3	1	1	2	1	2	1
1722	4	4	3	5	1	2	2	1	2
1728	2	1	1	3	1	2	1	1	1
1743	1	1	1	4	1	2	1	1	1
1748	4	4	4	5	2	5	4	4	3
1749	1	1	3	4	1	1	1	1	3
1755	3	2	1	2	3	3	2	1	2
1761	2	1	1	5	1	1	1	1	1
1768	5	1	1	2	1	1	1	1	5
1770	2	1	3	5	1	2	1	1	2
1775	1	3	5	1	1	1	1	3	1
1801	1	4	2	2	1	2	5	1	1
1808	4	1	1	1	1	1	1	1	4
1817	1	2	4	5	5	2	4	3	1
1823	5	3	1	3	1	3	1	1	3
1831	1	1	5	1	1	1	1	1	1
1855	1	3	4	3	1	1	2	1	2
1857	1	1	1	5	1	3	1	1	1
1879	2	2	2	4	1	1	2	1	1
1888	1	3	1	5	1	1	2	4	5
1890	2	3	5	3	4	5	3	5	2
1894	5	3	1	1	1	1	1	1	5
1914	5	5	1	5	1	1	4	1	5
1915	2	1	5	3	1	1	1	4	4
1919	1	1	1	1	1	1	1	1	1
1926	3	2	2	4	2	3	2	2	2
1927	4	3	1	4	2	3	2	1	4
1929	1	1	4	5	1	3	1	3	1
1941	1	1	3	2	1	1	1	1	1
1959	2	2	4	3	1	1	2	1	2
1968	2	3	1	4	1	1	2	3	4
1971	3	3	3	3	3	3	3	3	3
1992	2	2	2	5	1	1	3	1	2
2024	1	1	1	3	1	1	4	1	1
2027	1	2	1	4	1	1	1	1	3
2063	2	2	2	3	1	3	2	1	1
2064	1	1	1	2	1	1	1	1	1
2066	5	5	5	5	5	5	5	5	5
2072	5	4	2	5	1	1	1	1	5
2079	1	1	1	3	5	1	1	3	1
2086	3	1	2	5	2	1	1	1	3
2091	1	1	1	5	1	1	1	1	1
2100	1	1	1	1	1	4	1	1	1
2105	4	3	3	4	1	3	3	1	4
2106	2	1	1	1	1	1	1	1	2
2108	1	1	1	1	1	1	1	1	1
2121	3	4	1	4	1	1	1	1	1
2130	3	3	2	5	1	3	3	1	1
2168	2	1	1	4	1	1	1	1	1
2177	3	2	3	4	2	2	2	1	3
2183	5	4	4	4	3	4	3	4	3
2189	5	5	5	5	3	1	3	1	3
2198	5	5	1	5	5	1	4	1	5
2222	4	3	4	5	1	1	2	1	4
2223	2	2	4	4	1	2	1	1	2
2224	5	5	3	5	5	3	3	1	5
2229	5	4	3	5	1	1	3	1	5
2246	1	1	1	3	1	1	1	1	1
2256	2	2	1	4	1	1	1	1	2
2260	3	4	3	5	2	2	3	3	4
2265	5	4	3	5	1	2	5	2	5
2266	1	1	1	5	1	1	1	1	2
2281	2	3	1	5	1	1	1	1	4
2289	1	1	1	5	1	1	1	1	2
2302	1	1	1	2	1	5	1	1	1
2314	1	1	1	3	1	1	1	1	1
2332	2	3	3	3	2	3	2	2	3
2344	1	3	4	5	1	1	1	1	2
2347	3	1	1	1	1	4	1	2	1
2349	1	1	3	1	1	1	1	1	1
2360	3	4	3	4	1	3	3	1	3
2392	4	4	3	3	3	1	4	2	5
2397	1	1	1	3	1	1	1	1	1
2403	5	5	1	5	5	1	5	1	5
2406	1	1	1	1	1	1	1	1	1
2410	5	1	1	1	1	1	1	1	5
2418	1	1	1	4	1	1	1	1	1
2419	1	1	1	4	1	1	1	1	1
2421	4	4	3	4	4	4	4	4	1
2444	4	4	3	4	1	1	2	1	4
2466	2	1	2	5	5	1	3	1	1
2475	3	3	3	4	1	3	1	1	1
2476	2	4	2	5	1	1	1	1	5
2481	1	1	1	3	1	5	1	5	1
2485	4	4	1	2	1	2	4	1	3
2496	3	4	5	4	1	1	2	1	1
2497	1	1	1	3	1	1	1	1	1
2502	1	1	1	5	1	2	1	1	1
2505	3	1	4	5	1	1	1	1	1
2507	1	1	1	3	1	3	1	1	1
2513	2	3	4	4	3	1	3	3	4
2518	5	3	2	4	1	5	3	1	4
2531	3	4	2	2	1	4	2	1	2
2540	1	1	1	3	1	5	1	1	1
2546	1	1	1	5	1	1	1	1	1
2554	5	5	1	5	1	4	5	1	5
2556	1	4	4	4	1	2	1	1	1
2558	1	1	1	4	1	4	1	1	1
2560	NA	NA	NA	NA	NA	NA	NA	NA	NA
2565	1	1	1	3	1	1	1	1	1
2589	3	4	1	1	1	1	4	5	1
2607	2	2	2	2	2	2	2	4	2
2627	4	3	2	3	1	3	3	2	1
2629	1	1	1	5	1	1	1	1	1
2636	1	1	1	5	1	1	1	1	4
2660	1	1	1	5	1	2	1	1	1
2666	4	4	3	4	2	4	4	1	4
2685	1	1	1	5	1	2	1	1	1
2686	1	1	5	3	1	1	1	3	1
2707	4	5	3	5	1	1	1	1	2
2712	4	4	3	4	4	4	4	3	3
2727	3	5	4	4	1	2	4	2	3
2762	5	5	5	5	5	5	5	5	5
2764	1	1	1	2	1	1	1	1	1
2770	4	4	3	4	2	4	3	4	4
2780	1	1	1	1	1	1	1	1	1
2791	1	1	1	4	1	1	1	1	1
2793	4	3	1	4	3	1	3	1	4
2803	3	4	4	4	1	5	4	1	4
2806	1	1	1	1	1	1	1	1	1
2817	1	2	3	4	1	1	1	1	1
2819	1	1	1	5	5	1	1	1	1
2823	1	1	1	3	1	1	1	1	1
2829	2	1	3	3	1	1	1	1	2
2849	1	1	1	5	1	1	1	1	1
2850	5	1	1	1	5	4	1	3	2
2862	1	1	1	3	1	1	1	1	1
2885	1	1	1	1	1	1	1	1	1
2898	1	1	1	1	1	1	1	1	1
2914	1	1	1	5	1	1	1	1	1
2916	4	4	3	5	1	2	2	2	3
2928	5	5	3	5	3	1	5	1	3
2935	5	2	4	5	1	1	1	1	1
2949	5	3	3	3	1	2	3	1	2
2961	1	1	1	1	1	4	1	2	1
2966	1	1	1	5	1	1	1	1	1
2971	1	1	3	3	1	1	1	1	3
2977	5	4	3	3	1	4	3	1	5
2980	1	1	3	3	1	1	1	2	1
3000	1	1	1	4	1	1	1	1	1
3001	1	1	1	5	1	1	1	1	1
3006	1	1	1	5	1	1	1	1	1
3013	2	2	2	5	1	4	2	4	1
3014	1	1	3	5	1	1	1	1	4
3035	3	3	2	5	3	4	2	1	1
3042	3	3	5	5	3	3	3	2	3
3048	NA	NA	NA	NA	NA	NA	NA	NA	NA
3051	1	3	1	4	1	1	1	1	1
3065	4	3	2	3	3	1	3	1	3
3114	2	2	2	3	1	1	1	2	1
3142	1	4	2	5	1	1	3	1	4
3143	5	5	1	5	1	2	4	1	2
3166	1	5	1	5	4	1	2	1	5
3175	4	4	3	4	1	1	4	1	4
3178	1	1	1	4	4	1	1	1	1
3183	3	1	1	4	1	1	1	1	1
3214	5	5	5	5	5	5	5	5	5
3222	2	4	1	4	4	3	4	1	2
3226	1	3	1	5	1	1	1	1	1
3238	1	1	1	5	1	1	1	1	1
3247	3	3	3	4	3	4	3	2	4
3249	4	4	2	5	1	1	4	1	4
3278	1	1	1	3	1	3	1	1	1
3291	5	4	5	5	5	1	5	1	3
3293	1	1	1	1	1	4	1	1	1
3307	1	1	1	2	1	1	1	1	1
3309	4	4	3	4	3	3	4	3	4
3323	1	1	1	5	1	1	1	2	1
3326	3	1	2	4	5	2	1	1	4
3367	4	4	3	5	1	2	4	2	2
3370	1	1	1	1	1	1	1	1	1
3416	3	3	3	3	1	3	3	4	3
3443	1	4	1	5	1	5	1	1	1
3449	5	5	4	4	1	1	2	1	3
3459	4	4	4	4	1	1	3	1	3
3462	2	3	2	5	1	1	1	1	1
3463	5	5	4	2	3	2	4	1	5
3465	3	3	3	3	3	3	3	3	3
3471	1	1	1	1	1	1	1	1	1
3483	5	5	3	5	1	3	5	1	1
3499	1	1	1	4	4	2	1	1	1
3504	4	5	5	5	5	4	4	5	4
3524	1	2	3	4	1	1	1	1	1
3535	5	4	3	3	2	1	3	1	4
3537	2	3	2	5	2	3	2	3	3
3539	2	2	2	5	1	1	1	3	1
3562	5	5	5	5	1	1	1	5	3
3563	2	1	1	4	2	3	2	2	1
3583	NA	NA	NA	NA	NA	NA	NA	NA	NA
3596	1	3	3	5	1	1	1	1	1
3603	4	4	4	4	1	3	4	3	4
3623	1	1	1	3	3	5	1	1	1
3630	1	2	3	5	1	1	1	1	1
3650	2	2	2	3	1	5	2	3	2
3659	1	1	1	5	1	1	1	5	1
3660	1	1	1	5	1	1	1	2	1
3688	1	2	3	5	1	1	2	1	1
3693	5	3	1	4	1	1	2	1	1
3710	2	1	2	3	1	1	1	1	4
3733	1	1	1	5	1	1	1	1	1
3737	1	1	1	5	1	1	1	1	1
3763	1	1	1	5	1	1	1	5	1
3768	5	3	1	1	3	1	1	1	5
3778	2	2	3	4	2	2	3	1	2
3810	1	1	1	5	1	1	1	1	1
3812	1	1	1	1	1	1	1	1	1
3826	5	3	3	3	1	1	3	1	5
3827	5	5	1	5	1	1	5	1	5
3846	2	2	1	4	1	1	1	1	1
3850	1	1	1	1	1	3	1	1	1
3851	5	5	3	5	3	3	5	5	5
3852	1	1	2	5	1	1	1	1	1
3855	1	1	3	3	1	1	1	1	1
3868	1	2	2	4	5	1	2	1	1
3869	1	1	1	5	1	1	1	1	1
3884	5	5	1	5	4	1	5	1	4
3893	1	1	1	5	1	1	1	1	2
3897	1	1	1	1	1	1	1	1	1
3898	4	4	4	4	1	2	4	1	3
3909	5	5	4	5	4	3	4	1	3
3915	2	2	3	4	1	1	2	2	2
3918	2	2	1	2	2	5	2	2	2
3925	1	2	1	5	1	1	2	1	1
3935	4	4	4	4	3	3	4	3	4
3942	3	4	1	5	1	1	2	1	1
3954	1	1	1	5	1	1	1	1	2
3960	1	1	5	3	1	1	1	1	2
3964	1	1	1	4	1	1	1	1	1
3984	1	3	3	3	1	4	3	3	1
3978	4	2	3	4	1	1	1	1	3
3981	4	1	1	5	1	3	1	1	4
3995	1	1	1	4	1	1	1	1	1
3999	5	4	3	5	1	1	4	1	5
4004	2	2	1	4	1	1	2	1	1
4014	4	4	3	3	3	3	3	3	4
4018	4	5	3	5	4	2	5	1	4
4026	3	2	2	3	1	1	2	1	3
4066	1	1	4	4	1	1	1	1	1
4070	1	1	1	1	1	1	1	1	1
4073	2	2	2	3	1	3	2	4	1
4074	5	4	2	4	3	3	2	2	5
4078	2	3	2	5	1	5	2	5	1
4086	1	1	1	2	1	1	1	1	1
4088	1	1	1	3	1	1	1	1	1
4090	5	5	3	5	5	1	2	1	4
4093	3	1	4	4	1	1	1	1	4
4096	3	3	3	3	3	3	3	3	3
4107	2	1	4	5	5	3	2	1	3
4113	5	4	3	5	3	4	2	2	4
4117	1	1	1	1	1	1	1	1	1
4130	1	1	2	1	1	3	1	1	1
4133	1	3	4	5	1	1	1	1	1
4140	2	4	3	4	1	2	2	2	2
4141	2	3	2	5	1	1	1	3	3
4160	3	2	2	2	3	3	2	2	3
4164	2	3	2	4	1	2	2	1	3
4191	5	5	4	5	1	1	5	1	5
4192	5	3	1	3	1	1	1	1	5
4209	2	1	2	3	1	3	1	1	1
4210	5	5	4	3	1	1	5	1	4
4214	5	4	1	5	1	2	4	1	5
4247	5	1	1	1	1	1	1	1	2
4257	5	5	3	5	4	1	4	1	5
4269	5	4	2	3	2	1	2	1	4
4276	5	2	1	4	1	1	1	1	3
4282	4	1	1	1	1	1	1	1	4
4292	4	4	4	4	4	4	4	4	4
4301	4	4	3	4	3	3	4	3	4
4306	4	3	2	4	2	3	4	3	4
4308	4	5	4	5	3	1	4	1	4
4319	2	5	2	5	1	3	2	1	4
4321	5	3	1	5	1	4	1	1	5
4322	2	3	4	2	1	1	1	1	1
4341	3	5	4	5	1	2	4	2	5
4348	3	1	2	2	1	1	1	1	3
4355	2	1	4	3	1	1	2	1	1
4357	5	2	1	3	4	1	1	1	3
4371	1	1	1	2	1	3	1	1	1
4379	2	5	4	4	2	2	4	1	2
4387	1	2	3	4	2	1	2	1	2
4389	5	5	1	5	1	1	5	1	5
4402	3	3	3	3	3	3	3	3	3
4409	1	2	1	2	1	1	1	1	4
4416	4	3	1	5	1	1	1	1	1
4425	3	5	4	5	1	1	3	1	4
4435	5	2	1	2	1	1	2	1	4
4450	5	5	1	5	1	1	1	1	5
4454	3	3	3	3	3	3	3	3	3
4457	2	2	3	3	2	3	2	2	2
4467	5	5	4	5	3	4	5	4	4
4472	2	2	3	3	1	2	3	2	5
4484	3	5	5	5	1	3	5	3	1
4494	1	1	1	4	1	4	1	1	1
4512	1	1	1	2	1	1	1	1	1
4520	5	5	5	5	5	1	5	5	5
4524	4	4	2	3	1	4	3	1	1
4552	2	3	2	2	1	1	2	3	5
4565	5	4	1	4	2	1	4	1	5
4569	2	3	2	3	5	3	3	3	4
4574	3	1	4	5	1	1	1	1	1
4575	1	1	1	5	1	1	1	1	4
4576	1	1	1	1	1	1	1	1	1
4582	5	1	1	1	1	1	1	1	1
4584	4	4	4	5	2	1	3	1	4
4599	3	2	2	3	2	2	3	3	1
4613	1	4	1	5	1	1	2	1	1
4615	1	1	5	1	1	1	1	1	4
4626	3	3	3	3	3	2	3	1	3
4630	2	2	2	2	5	2	2	2	2
4637	1	1	1	5	1	1	1	1	1
4638	5	3	2	4	1	4	2	1	5
4642	3	1	3	5	1	1	1	1	1
4652	2	2	2	5	2	3	1	2	2
4663	1	1	1	5	1	1	1	5	1
4676	1	1	5	3	1	4	1	1	1
4683	3	3	3	3	1	2	2	2	3
4692	1	2	1	4	1	2	1	1	4
4705	3	3	4	3	3	4	3	3	3
4707	1	2	2	5	1	1	2	1	1
4731	1	1	1	3	1	1	1	1	2
4734	1	1	1	5	5	5	1	5	5
4737	5	5	1	5	1	1	5	1	5
4738	1	2	2	5	5	5	2	1	5
4763	3	2	4	5	3	3	1	1	4
4765	5	5	1	5	4	1	4	1	5
4777	5	4	1	5	4	2	5	1	4
4787	4	4	3	4	3	2	3	2	3
4793	5	5	1	4	5	4	4	1	5
4797	5	5	1	5	1	1	1	1	1
4801	5	5	5	5	1	4	4	3	4
4804	5	4	1	3	2	1	1	1	5
4806	2	1	3	4	1	2	1	1	1
4812	3	1	1	5	1	1	1	1	4
4822	1	1	3	3	1	1	1	1	1
4841	5	3	2	5	1	1	1	1	3
4849	4	3	1	3	2	2	1	1	5
4852	1	1	1	5	1	5	1	1	1
4856	5	3	1	4	1	1	1	1	3
4864	3	1	1	4	1	3	1	1	5
4865	5	4	2	3	1	2	1	1	4
4881	1	2	1	2	1	1	1	1	3
4883	4	4	4	5	4	4	3	2	2
4904	3	3	3	4	4	3	4	3	4
4913	5	4	5	5	2	3	5	1	2
4939	1	1	1	5	1	1	1	3	1
4941	2	1	3	5	1	4	3	3	2
4964	1	1	1	5	1	1	1	1	1
4979	1	1	1	3	4	1	1	1	2
4991	1	1	1	1	1	5	1	1	1
4992	5	5	2	4	4	1	4	1	3
5002	5	3	1	2	1	1	1	1	5
5006	5	1	1	3	1	1	1	1	4
5010	1	2	1	3	1	4	1	4	1
5017	4	3	3	3	2	1	1	1	3
5025	4	2	4	4	1	3	2	1	4
5035	1	1	4	5	1	1	1	1	3
5037	2	2	2	3	2	3	2	3	2
5061	5	5	3	5	1	1	3	1	5
5066	3	2	3	5	3	2	1	2	4
5067	1	2	1	2	1	1	1	1	3
5070	3	1	1	5	1	1	1	1	3
5075	1	1	3	4	3	1	1	1	1
5084	4	3	4	5	1	1	1	1	2
5099	5	5	1	5	5	1	5	1	5
5101	5	5	3	5	1	3	3	1	5
5115	2	1	1	4	1	4	2	4	5
5123	4	2	2	1	1	2	1	1	1
5134	4	4	2	3	3	1	3	1	3
5136	5	5	2	2	1	2	1	1	5
5137	1	1	1	3	3	1	1	1	3
5138	2	2	3	3	3	3	2	2	3
5140	1	1	1	1	1	1	1	1	1
5166	2	3	3	3	2	2	2	2	2
5167	2	4	4	3	1	2	4	1	3
5168	2	2	1	1	1	1	1	1	5
5182	4	4	1	5	1	4	4	2	2
5191	1	1	1	4	1	1	1	1	1
5193	1	3	3	5	1	1	1	1	1
5198	1	1	1	3	1	5	1	1	1
5204	1	1	2	4	1	1	1	1	4
5209	1	1	1	1	5	1	1	1	1
5211	1	1	1	2	1	4	1	1	1
5238	1	1	1	4	1	1	1	1	1
5240	5	5	5	5	4	2	5	3	3
5250	4	4	2	3	4	4	2	4	4
5258	3	3	3	3	2	5	3	3	3
5260	1	1	1	1	1	1	1	1	1
5272	1	2	1	5	1	1	1	3	2
5273	1	1	1	1	1	5	1	1	1
5281	2	2	2	3	3	4	2	3	2
5291	3	2	2	1	4	3	2	4	3
5297	1	1	1	3	1	1	1	1	1
5311	1	1	1	5	5	1	1	1	1
5312	1	1	1	2	4	1	1	1	3
5321	1	1	1	2	5	1	1	1	1
5324	1	2	3	3	1	2	1	1	1
5335	5	5	3	3	1	2	4	1	5
5352	4	3	2	3	2	3	2	3	3
5369	4	4	2	4	1	3	3	2	4
5392	5	3	1	3	1	1	2	2	3
5395	5	2	2	3	1	1	2	1	5
5400	1	2	1	5	1	1	3	1	4
5402	1	3	3	5	3	1	2	1	1
5404	3	4	3	5	1	4	4	3	4
5420	4	3	3	4	1	2	3	2	4
5422	1	1	3	4	1	1	1	1	4
5428	5	3	1	4	1	1	1	1	5
5437	1	1	5	1	1	1	1	1	1
5449	3	3	1	2	1	1	1	1	5
5453	4	4	2	5	1	2	2	2	3
5480	2	2	2	4	1	1	3	1	1
5483	2	3	4	4	4	3	3	3	2
5503	1	2	3	3	1	5	1	1	1
5506	5	5	3	3	1	3	1	3	5
5514	1	1	1	1	1	1	1	1	1
5516	4	4	5	3	4	3	3	3	4
5522	5	5	3	4	2	3	2	2	5
5523	2	2	1	3	1	1	1	1	3
5541	5	4	1	4	1	2	1	3	2
5556	3	3	1	3	1	1	1	1	1
5564	4	4	2	5	2	1	1	1	5
5565	1	1	4	2	1	1	1	1	1
5582	5	1	1	5	1	1	2	1	4
5598	5	3	2	4	1	1	2	1	5
5607	5	5	1	4	5	1	2	1	5
5611	4	4	3	4	1	3	4	3	2
5613	1	1	1	4	1	1	1	1	5
5620	1	5	3	3	3	1	4	1	1
5639	1	1	1	1	1	1	1	1	3
5643	4	3	3	4	3	3	2	1	4
5646	5	4	1	4	5	1	2	1	5
5648	4	4	4	4	1	1	4	2	4
5649	1	1	4	5	1	3	1	3	2
5650	1	1	1	5	1	1	1	1	1
5663	1	1	1	1	1	5	1	1	1
5674	4	2	4	2	3	4	4	4	2
5677	1	1	1	1	1	1	1	1	1
5690	1	1	1	3	1	1	1	2	3
5691	1	5	1	4	1	1	1	2	1
5693	3	3	3	3	3	3	2	3	1
5694	4	3	3	4	1	3	2	1	3
5708	2	1	1	5	1	3	1	1	3
5711	2	3	3	2	3	4	3	1	1
5722	3	3	3	3	1	1	4	1	5
5729	5	5	3	5	3	3	3	3	3
5731	5	5	1	3	1	3	3	1	4
5737	5	5	1	2	2	1	1	1	5
5741	4	4	3	5	5	4	5	5	5
5763	2	2	1	5	1	2	2	1	5
5779	5	1	1	2	1	4	1	1	1
5795	5	3	3	2	1	1	5	1	5
5805	1	1	1	1	5	1	1	1	1
5830	2	3	3	5	1	4	3	1	3
5848	1	1	1	1	1	1	1	1	1
5849	2	2	2	5	2	2	2	2	2
5850	5	3	3	5	2	2	3	1	5
5852	1	1	1	5	1	1	1	1	3
5856	1	5	5	2	1	1	4	1	1
5862	3	1	2	4	1	2	2	1	2
5865	1	1	1	3	1	1	1	1	1
5879	1	1	1	3	1	1	1	1	1
5883	5	2	2	2	2	2	2	1	4
5884	1	1	1	1	1	3	1	1	1
5885	5	4	2	4	4	3	4	2	5
5888	4	4	5	4	4	4	4	4	4
5895	2	5	2	5	2	2	2	1	2
5908	5	4	2	2	1	1	2	1	2
5927	2	3	3	2	3	1	1	1	2
5937	5	3	2	1	3	1	1	1	4
5942	1	1	1	1	1	1	1	1	1
5970	1	1	1	5	1	3	1	1	1
5971	3	3	3	5	3	2	3	3	3
5979	5	1	1	1	1	1	1	1	1
5988	3	3	3	3	3	3	3	3	3
5989	3	3	4	5	1	3	3	1	4
5998	4	1	4	5	1	1	1	1	1
6007	1	1	1	5	1	1	1	1	1
6020	5	5	4	5	1	2	2	2	4
6024	2	1	2	4	1	1	1	1	3
6039	4	4	2	4	1	1	3	2	1
6048	4	4	5	4	1	1	2	1	2
6056	4	4	3	4	4	4	3	3	3
6063	1	1	3	4	1	1	1	3	3
6065	2	3	1	4	1	2	1	1	2
6086	1	2	1	3	1	1	1	1	1
6089	1	4	4	3	1	4	1	2	2
6091	5	4	4	5	2	3	3	1	4
6108	5	5	3	4	1	2	4	1	5
6127	2	4	3	4	1	5	1	5	1
6130	4	5	3	4	4	4	4	5	5
6136	2	4	5	5	1	4	2	2	2
6150	5	1	1	3	1	1	1	1	5
6151	1	1	1	1	1	1	1	1	1
6175	4	4	3	4	3	3	3	3	4
6176	1	1	1	3	1	1	1	1	1
6177	3	4	4	4	1	2	3	2	3
6188	1	1	1	2	4	1	1	1	1
6198	1	1	1	4	1	1	1	1	4
6211	1	1	1	2	1	1	1	1	1
6213	2	2	5	5	1	1	1	1	1
6220	2	1	3	3	1	1	2	1	3
6236	5	3	2	3	1	1	2	2	4
6240	1	1	1	1	1	2	1	1	1
6252	1	1	1	1	1	1	1	1	1
6253	1	1	2	3	1	2	1	1	1
6254	2	3	1	4	1	2	1	1	2
6259	4	3	2	4	1	1	2	1	4
6261	1	1	2	2	1	1	1	1	5
6263	2	2	5	3	1	1	1	1	1
6266	3	1	1	3	1	1	1	1	1
6269	3	4	3	4	1	4	4	2	5
6284	4	5	3	4	4	4	5	1	4
6286	5	4	5	5	4	1	5	2	5
6299	5	1	1	4	1	1	1	1	5
6300	3	3	3	5	1	1	1	1	2
6301	5	3	2	4	4	1	3	2	5
6304	1	1	1	4	1	1	1	1	1
6308	1	1	1	2	1	3	1	3	1
6318	2	3	4	5	2	3	2	1	3
6327	3	4	3	4	1	2	3	3	3
6328	4	4	2	3	1	1	4	1	3
6330	1	2	3	4	2	1	2	1	1
6331	1	1	3	2	1	1	1	1	1
6343	5	5	3	5	3	5	5	3	5
6347	3	4	2	5	1	1	2	1	4
6354	3	1	1	5	1	1	1	1	4
6355	5	4	5	5	5	1	5	1	5
6356	2	3	3	2	1	1	2	1	5
6359	1	1	1	1	1	1	1	1	5
6380	1	1	2	4	1	1	1	2	1
6402	1	1	2	1	1	1	1	1	1
6413	2	2	1	2	1	2	3	3	2
6417	3	4	4	5	4	1	2	1	4
6419	3	2	3	4	1	2	2	4	1
6443	1	1	1	3	1	2	1	1	2
6444	2	2	2	4	2	2	2	2	2
6472	1	1	5	5	1	1	1	1	1
6481	5	4	1	2	1	1	4	4	4
6493	5	3	1	3	1	4	3	1	5
6496	3	4	1	5	1	1	1	1	5
6510	1	1	1	1	1	1	1	1	3
6515	3	1	1	2	1	2	1	1	5
6527	1	1	1	3	1	1	1	1	1
6533	3	3	3	4	1	4	2	3	1
6535	1	1	1	4	1	1	1	2	1
6565	1	3	2	3	4	2	2	3	1
6570	3	1	1	1	4	4	2	1	1
6578	4	1	2	2	1	1	1	1	1
6579	4	5	5	5	5	1	5	1	5
6593	1	1	1	3	1	1	1	1	2
6603	1	2	1	3	1	2	1	1	1
6606	3	5	5	5	1	3	1	5	5
6619	5	4	2	3	1	1	5	1	5
6629	3	1	1	3	1	1	1	1	2
6657	1	1	3	1	1	1	1	3	1
6697	4	2	2	3	1	1	1	1	2
6710	1	2	5	5	1	2	1	1	1
6737	3	2	3	4	1	2	2	1	2
6739	3	4	3	5	2	1	3	1	5
6750	4	1	4	4	1	1	1	1	1
6754	4	5	2	5	2	1	4	1	3
6760	5	5	2	3	1	1	1	1	3
6765	5	5	2	4	1	2	4	1	3
6771	1	2	2	4	1	1	1	1	1
6796	4	4	4	4	4	4	4	4	4
6799	3	4	4	4	1	2	3	1	2
6814	3	2	2	3	1	1	3	1	2
6824	2	1	3	4	1	3	1	1	1
6830	1	1	1	3	1	1	1	1	1
6831	1	1	4	4	1	1	1	1	1
6833	1	2	4	3	1	1	1	3	1
6835	1	1	1	1	1	4	1	1	1
6843	1	1	2	4	1	3	2	2	1
6849	1	1	1	1	1	5	1	1	1
6852	1	3	5	4	1	1	1	1	1
6857	3	3	4	3	1	2	3	1	2
6864	1	1	1	1	1	1	1	1	1
6867	3	3	2	4	4	3	2	2	4
6869	1	1	1	2	1	1	1	3	1
6882	1	1	1	1	5	1	1	1	1
6883	1	1	1	1	1	1	1	5	1
6907	4	3	3	3	1	2	4	1	4
6920	4	2	2	2	1	1	1	1	4
6924	5	5	5	5	5	5	5	5	5
6956	5	5	1	5	1	1	1	1	2
6959	1	1	3	5	1	1	1	1	2
6967	2	1	1	4	1	2	1	1	3
6971	3	1	4	4	1	5	1	1	1
6976	4	4	2	4	1	3	1	1	4
6977	3	3	1	5	5	1	1	1	1
6980	3	2	3	5	3	2	3	4	3
6994	5	5	5	5	1	1	4	1	5
7002	5	4	3	4	1	3	3	3	5
7004	3	5	2	5	1	3	3	2	4
7022	3	2	2	5	2	3	2	1	2
7025	2	2	3	3	1	1	2	1	5
7033	1	1	1	5	1	1	1	1	3
7043	1	1	1	4	1	1	1	1	1
7070	1	1	1	4	5	1	1	1	1
7078	4	1	5	4	1	4	4	2	4
7088	1	1	1	1	1	1	1	1	2
7100	5	1	1	3	1	1	2	1	5
7101	5	4	1	1	1	4	5	4	5
7103	2	4	3	5	1	1	5	1	2
7124	1	3	1	3	1	1	1	1	3
7129	5	5	2	3	1	1	3	1	3
7145	3	4	2	5	1	1	2	1	2
7146	2	1	1	3	1	4	1	1	1
7149	4	4	4	4	4	4	4	4	4
7154	5	4	1	1	1	1	1	1	1
7167	1	2	2	4	3	2	2	2	2
7169	4	3	1	3	1	1	1	1	4
7188	1	1	2	3	1	1	1	1	4
7198	5	4	3	4	3	1	3	2	5
7204	2	3	3	5	5	4	2	4	4
7205	1	2	1	4	3	4	1	1	1
7211	4	3	4	3	3	3	4	3	2
7218	5	3	3	5	5	5	4	4	4
7224	5	4	1	1	1	3	2	2	4
7255	2	1	3	4	1	2	1	2	1
7256	5	4	1	2	3	1	4	2	4
7261	2	2	2	3	1	1	1	1	3
7267	1	1	1	4	1	1	1	1	1
7277	2	2	3	5	1	1	1	1	1
7283	2	2	4	4	2	3	3	1	1
7285	1	1	1	5	1	2	1	1	1
7286	1	2	1	2	1	1	2	1	1
7308	2	3	1	4	1	1	1	1	1
7321	5	3	4	5	1	1	3	1	4
7336	1	1	1	2	1	2	1	1	1
7348	4	4	1	4	1	1	3	1	2
7352	2	3	2	3	3	2	3	2	3
7353	1	1	2	3	5	4	1	1	1
7366	1	2	2	4	1	1	1	1	1
7379	2	4	4	5	1	3	1	1	3
7402	4	4	3	4	1	3	1	1	3
7408	1	2	1	4	1	1	1	1	1
7429	1	1	1	1	1	1	1	1	1
7445	2	3	3	4	2	3	3	3	2
7450	3	5	1	4	1	1	5	1	1
7455	1	1	1	1	5	1	1	1	1
7457	1	1	1	5	1	3	1	1	1
7465	1	1	4	1	1	1	1	1	1
7475	5	1	2	5	3	1	1	1	1
7478	2	2	2	3	1	1	2	2	2
7482	1	2	3	4	1	2	3	2	1
7490	1	1	1	5	1	1	1	1	1
7492	5	3	1	3	2	1	1	1	3
7520	5	1	5	3	1	1	1	1	1
7524	2	3	1	5	3	2	2	1	2
7591	2	2	1	5	1	1	2	1	4
7610	1	2	1	5	1	1	1	3	1
7616	1	4	5	4	1	1	1	1	4
7618	2	2	4	2	2	2	2	2	2
7620	1	1	1	1	5	3	1	2	1
7625	3	3	4	5	1	2	1	4	3
7632	1	1	1	4	1	1	1	2	1
7641	2	2	1	2	1	1	1	1	2
7655	5	2	3	2	4	5	4	5	5
7661	5	4	5	5	1	1	2	1	4
7662	3	3	3	3	1	2	3	3	4
7671	3	3	1	4	1	1	1	1	3
7672	3	3	4	5	3	1	3	1	3
7680	1	1	1	5	2	1	1	1	1
7682	2	3	2	5	1	1	2	1	1
7685	1	1	4	3	1	1	1	1	1
7689	3	3	2	4	2	2	2	3	2
7698	1	1	1	4	1	5	1	1	1
7701	2	1	2	4	1	1	1	1	1
7716	4	4	3	4	1	1	2	1	3
7724	3	4	4	4	1	3	5	4	4
7736	2	3	2	4	2	1	3	1	2
7741	5	5	4	4	4	1	3	1	3
7745	1	1	1	1	2	2	1	1	1
7755	5	5	3	4	1	1	4	1	5
7767	1	1	1	5	1	1	1	1	2
7790	1	1	1	4	1	1	1	1	2
7792	1	1	1	1	1	1	1	1	1
7799	3	4	1	5	4	3	3	2	3
7804	5	3	2	4	2	2	2	2	5
7819	3	4	3	5	1	1	3	4	4
7831	2	3	2	4	1	1	2	1	1
7834	1	1	1	1	1	5	1	1	1
7852	4	3	4	4	3	2	3	1	4
7884	5	2	1	4	1	5	2	1	5
7886	5	3	1	3	1	1	1	1	2
7909	4	4	4	5	3	1	4	3	2
7920	1	1	1	1	1	1	1	1	1
7922	1	1	1	4	4	1	1	1	1
7939	5	5	1	2	1	2	2	1	2
7951	2	3	4	5	3	4	1	4	5
7956	1	1	1	2	1	1	1	1	1
7980	2	2	2	4	2	3	2	2	2
7982	2	2	4	3	2	1	1	1	5
8001	2	3	3	3	3	5	2	2	3
8012	2	4	4	5	1	1	2	1	3
8029	1	1	1	5	1	1	2	1	2
8050	5	1	1	3	1	1	1	1	5
8061	1	1	1	1	5	1	1	1	1
8064	5	5	1	4	5	1	5	1	1
8080	5	1	1	1	1	1	1	1	5
8083	2	2	2	2	2	2	2	1	1
8088	4	4	3	5	2	2	3	2	4
8103	1	1	1	1	1	1	1	1	1
8171	5	5	1	5	1	1	3	1	5
8210	3	2	1	4	2	4	2	2	1
8211	2	1	1	4	1	2	1	4	1
8213	3	3	3	3	1	3	3	2	1
8246	1	1	2	3	1	1	1	1	1
8264	1	1	4	3	1	1	1	1	1
8274	1	1	1	1	1	1	1	1	1
8288	2	2	1	3	1	1	1	1	3
8296	1	1	1	1	1	5	1	1	1
8298	1	1	1	5	1	1	1	1	1
8303	1	1	5	3	1	1	1	1	1
8310	2	1	3	4	1	3	1	2	5
8334	5	5	1	5	1	1	3	1	5
8360	1	1	1	2	1	1	1	1	1
8377	1	1	1	1	1	5	1	1	1
8405	1	1	1	4	1	1	1	1	1
8411	5	4	3	4	1	1	4	1	5
8414	4	1	1	5	5	3	1	4	3
8420	2	2	2	2	2	2	2	2	4
8422	1	1	5	3	2	2	2	4	1
8434	5	5	1	5	1	1	5	1	5
8440	1	2	1	4	1	1	1	1	1
8447	4	3	2	4	2	2	2	3	4
8450	4	5	1	4	1	1	1	1	5
8481	3	3	3	4	4	3	3	3	3
8486	3	4	2	3	5	5	4	1	1
8490	1	1	1	1	1	3	1	1	1
8491	1	4	1	5	1	1	1	1	1
8520	3	1	4	4	1	1	1	1	3
8523	2	4	1	5	1	5	1	1	1
8535	3	3	2	5	1	1	3	3	2
8545	2	2	2	4	2	2	2	3	3
8551	1	1	1	3	1	1	1	1	1
8567	5	4	2	4	2	2	4	1	5
8576	1	1	1	2	1	2	1	1	1
8584	5	4	4	4	1	1	1	5	4
8599	1	1	1	4	1	1	1	1	1
8602	1	1	1	5	1	1	1	1	1
8614	2	4	4	2	1	1	3	4	1
8621	5	3	1	1	1	4	2	3	1
8622	1	1	1	5	1	1	1	1	1
8646	5	5	4	5	1	3	3	5	5
8650	5	2	1	2	1	1	1	1	5
8669	2	5	4	4	5	3	3	1	5
8680	4	4	1	5	1	1	2	1	4
8689	1	1	1	1	1	5	1	1	1
8710	1	1	1	3	1	1	1	1	1
8724	1	1	1	5	1	1	1	5	1
8742	5	5	3	4	2	1	4	1	5
8767	1	2	1	4	1	1	2	1	1
8778	1	1	1	4	1	5	1	1	1
8793	1	1	1	3	1	1	1	1	1
8809	1	1	2	5	1	1	1	2	1
8819	3	1	1	3	1	3	1	1	3
8823	3	3	3	5	5	3	3	3	3
8828	1	1	1	1	1	2	1	1	1
8838	3	5	2	5	4	2	4	1	4
8842	1	1	1	1	1	1	1	1	1
8883	3	2	1	2	2	5	2	5	1
8887	1	1	4	5	1	1	1	1	1
8898	4	3	5	5	1	1	4	1	1
8910	5	5	1	5	1	1	5	1	5
8918	5	1	1	2	1	1	1	1	5
8935	3	3	2	4	1	1	1	1	3
8956	4	3	2	5	5	2	3	3	5
8972	NA	NA	NA	NA	NA	NA	NA	NA	NA
8981	2	3	5	5	1	2	3	1	1
8997	1	1	1	3	2	1	1	1	1
8999	1	1	1	4	1	1	1	1	1
9022	1	1	1	5	1	5	1	4	4
9039	1	2	2	4	1	1	1	1	4
9040	1	1	1	5	1	1	1	1	1
9042	4	4	4	4	4	4	4	4	4
9051	1	3	4	4	1	1	1	1	1
9066	2	2	2	4	1	1	1	1	2
9076	1	2	2	2	2	2	2	2	2
9085	5	2	1	1	1	3	1	1	4
9090	1	1	1	3	1	1	1	1	1
9092	5	5	1	4	2	1	2	1	3
9104	3	4	3	5	5	3	2	2	4
9111	1	1	1	1	1	5	1	1	3
9117	3	3	3	5	3	3	3	3	3
9120	1	1	1	4	1	1	1	1	3
9123	2	1	2	4	1	4	1	2	1
9143	3	2	4	4	1	4	1	3	1
9145	3	3	4	4	1	1	1	1	2
9170	3	3	2	4	1	1	2	2	3
9175	1	1	1	2	1	4	1	1	1
9183	1	2	2	4	1	2	1	3	1
9193	3	3	3	3	3	3	3	3	3
9207	1	1	1	3	2	2	2	2	1
9217	1	2	1	1	1	2	1	1	1
9223	5	3	2	2	4	1	1	1	5
9250	1	3	3	3	1	5	1	1	1
9255	4	5	5	5	1	1	2	1	4
9264	1	4	5	5	2	2	2	3	2
9279	4	5	3	4	2	2	4	2	1
9285	5	1	1	3	1	1	1	1	5
9291	1	1	1	5	1	1	1	1	1
9299	1	1	1	2	1	1	1	1	1
9309	5	3	1	3	3	2	2	1	3
9320	3	3	3	5	1	1	3	1	3
9324	2	2	3	4	1	4	1	1	2
9358	1	1	3	4	1	1	1	1	1
9375	1	1	1	1	1	1	1	1	1
9391	3	5	1	3	1	3	1	3	1
9402	1	1	1	1	1	1	1	1	1
9413	1	1	1	4	1	1	1	2	1
9425	1	1	1	5	1	1	1	1	1
9445	1	1	3	4	3	1	1	1	1
9462	1	2	2	5	1	1	1	3	1
9556	3	4	3	5	1	2	3	2	1
9561	4	4	1	3	1	3	1	3	4
9566	4	4	1	4	1	2	1	3	4
9576	3	4	2	5	3	3	3	2	2
9577	1	5	3	3	1	2	3	1	1
9578	5	5	2	4	1	2	3	1	4
9591	5	5	5	5	1	1	3	1	5
9592	2	3	3	5	2	1	2	1	4
9608	5	5	1	3	2	1	2	1	5
9610	5	5	1	1	3	5	1	1	1
9614	1	1	1	5	1	1	1	1	1
9626	1	1	1	1	1	1	1	1	1
9631	1	1	1	3	1	1	1	1	1
9635	1	1	1	5	1	1	1	1	1
9647	1	1	1	5	1	1	1	1	1
9655	2	2	2	4	1	1	1	2	1
9666	1	1	3	3	5	1	1	1	1
9672	1	1	1	5	1	1	1	1	1
9675	1	2	2	5	2	1	1	1	5
9678	1	1	1	2	5	1	1	1	1
9690	4	5	1	4	1	1	1	2	2
9692	4	3	2	4	3	1	3	2	4
9703	2	2	1	5	1	1	1	1	5
9709	3	4	1	4	1	2	2	1	1
9714	4	2	2	2	2	2	2	2	2
9733	1	4	2	3	2	4	4	1	2
9743	5	5	5	5	5	5	5	5	5
9750	4	4	5	4	1	1	1	1	3
9757	1	1	2	3	1	1	1	1	1
9762	5	3	2	4	2	4	3	1	5
9765	1	2	1	3	1	1	1	1	1
9774	5	5	3	5	5	1	5	1	5
9779	1	1	1	1	5	1	1	1	1
9784	1	1	5	5	1	1	1	1	1
9792	5	3	1	1	4	3	1	3	3
9795	1	3	1	4	1	1	1	2	1
9798	3	3	5	3	3	2	3	3	3
9809	5	4	3	3	3	4	4	1	4
9812	1	4	1	5	1	1	1	1	1
9828	1	4	4	4	4	1	1	1	1
9844	3	3	1	3	1	1	3	1	1
9872	4	3	4	4	1	2	3	1	4
9875	5	2	2	2	1	2	2	1	5
9890	3	3	3	3	5	3	3	2	3
9901	2	5	1	3	1	1	3	1	4
9910	1	1	2	4	1	1	1	1	1
9916	1	1	1	5	1	1	1	1	1
9924	1	1	1	3	1	1	1	1	1
9928	5	1	1	3	1	1	1	1	5
9934	3	5	5	2	1	3	1	1	5
9938	1	1	1	5	1	1	1	1	1
9949	1	1	2	4	1	2	1	1	1
9968	5	5	3	3	3	1	4	1	5
9984	2	1	1	1	1	3	1	1	4
9985	3	3	2	4	5	4	2	1	4
9989	3	4	5	3	1	1	2	2	3
9993	5	2	2	4	1	1	1	1	5
10005	4	3	4	4	3	3	3	4	4
10007	3	3	3	3	3	3	3	3	3
10009	3	3	2	5	1	1	1	1	5
10012	2	4	3	5	1	2	2	3	3
10017	4	4	1	4	2	2	2	2	4
10019	1	2	2	4	1	5	1	4	4
10023	5	2	1	3	3	1	2	1	4
10028	4	3	2	4	1	1	3	1	1
10029	1	1	1	5	1	1	1	1	1
10040	5	5	1	5	1	1	1	1	3
10045	2	2	2	2	2	2	2	2	2
10051	1	1	1	3	1	1	1	1	1
10057	4	4	4	5	3	1	4	4	4
10099	2	5	3	5	3	3	2	3	4
10100	5	1	1	4	1	1	1	1	3
10102	1	1	1	3	1	1	1	1	1
10110	1	1	1	5	1	1	1	3	1
10114	NA	NA	NA	NA	NA	NA	NA	NA	NA
10122	4	4	4	4	4	3	3	3	3
10123	1	2	2	5	1	1	2	1	1
10127	1	2	3	4	1	4	1	1	2
10139	1	3	1	4	1	1	1	1	4
10161	4	1	1	1	1	1	1	1	5
10164	2	4	2	4	1	3	2	1	4
10184	4	3	4	4	1	1	2	1	5
10188	1	1	1	1	1	1	1	1	1
10193	1	1	3	4	1	1	1	1	5
10196	4	4	4	4	3	5	4	4	4
10211	4	2	1	4	1	1	2	1	3
10224	1	1	1	1	1	5	1	1	1
10230	1	1	1	3	1	1	1	1	1
10240	3	3	2	4	1	1	3	1	1
10250	1	1	1	4	3	1	1	1	1
10257	1	1	4	4	1	1	1	1	1
10265	1	3	1	1	1	1	1	1	1
10270	5	5	1	5	1	1	5	1	3
10284	4	4	2	5	1	2	3	2	4
10285	1	1	2	2	1	1	1	1	1
10288	1	1	1	1	1	2	1	1	1
10289	3	2	2	4	1	2	1	1	3
10300	4	4	3	5	2	2	2	1	3
10303	1	1	1	4	1	1	1	1	1
10307	4	3	5	4	1	4	5	3	4
10309	1	1	1	4	1	1	1	1	1
10314	5	4	4	5	1	1	3	1	5
10326	1	1	1	1	1	1	1	1	5
10333	5	4	1	2	1	1	3	1	5
10335	2	2	4	4	2	1	2	2	1
10352	1	1	1	5	1	2	1	1	1
10369	4	3	3	5	1	1	3	1	4
10370	1	1	1	1	4	1	1	1	1
10400	5	5	4	5	4	5	5	4	5
10402	2	2	2	3	4	4	2	2	2
10429	5	4	1	4	1	1	3	1	5
10435	5	4	4	4	3	1	3	1	5
10439	1	1	1	5	5	3	1	1	1
10443	1	1	1	3	1	1	1	1	3
10474	2	2	2	3	1	1	2	2	2
10476	1	1	1	4	1	1	1	1	3
10483	1	5	1	1	1	1	5	1	1
10488	1	1	1	2	1	1	1	1	1
10490	2	3	3	4	1	1	1	1	1
10492	2	4	3	5	1	2	3	1	3
10495	2	4	3	5	1	1	1	1	1
10501	5	5	1	1	1	2	2	1	2
10508	4	4	1	5	3	1	2	1	3
10509	1	1	3	4	1	5	2	2	1
10516	1	1	1	2	1	1	1	2	1
10535	1	2	4	4	1	1	2	2	1
10560	5	2	5	1	1	1	1	1	5
10563	1	2	3	5	1	2	2	1	2
10572	1	1	1	3	1	5	2	3	1
10574	5	3	2	2	3	2	4	2	4
10580	1	1	1	1	1	1	1	1	1
10582	4	1	3	4	1	1	1	3	2
10599	3	5	1	4	1	1	3	1	3
10601	4	3	1	4	1	1	1	1	3
10649	5	4	3	5	2	1	3	1	5
10671	1	1	1	1	1	1	1	1	1
10679	5	4	1	5	1	1	4	1	4
10680	3	4	4	4	1	3	4	1	4
10685	5	2	4	4	2	2	2	3	4
10689	1	2	3	4	1	1	1	1	1
10690	1	1	1	1	1	3	1	1	1
10693	1	1	1	3	1	1	1	1	5
10711	1	4	1	5	1	2	1	1	2
10716	1	1	1	1	5	5	1	1	1
10719	1	1	2	1	1	1	1	1	1
10726	4	5	4	4	4	3	3	4	3
10749	4	1	1	2	1	1	1	1	4
10752	1	1	1	5	1	1	1	1	1
10769	4	4	4	5	5	4	5	5	4
10772	1	1	1	5	1	3	1	3	1
10780	2	3	2	4	2	4	2	2	2
10782	2	2	3	3	1	1	1	1	2
10783	3	2	3	2	3	5	2	1	1
10787	1	1	1	1	1	1	1	1	4
10801	5	3	1	5	1	1	1	1	5
10802	2	2	2	4	1	2	1	3	4
10809	5	2	2	4	5	1	1	2	4
10817	5	3	1	5	1	2	1	1	3
10821	5	5	5	5	5	5	5	5	5
10829	1	2	1	3	5	3	1	2	1
10831	5	2	2	5	1	4	1	2	3
10837	3	5	2	5	1	2	5	2	1
10851	3	3	3	3	2	3	3	2	4
10854	1	1	1	5	1	1	1	1	1
10855	4	3	1	4	1	1	1	1	5
10858	5	3	1	3	2	1	1	1	4
10859	3	2	2	3	1	1	1	1	2
10865	5	3	1	1	1	1	1	1	1
10874	1	1	3	4	1	3	1	2	1
10877	5	3	1	3	1	1	1	1	3
10884	4	4	1	4	1	1	3	1	4
10886	5	3	4	4	3	1	1	1	3
10887	1	1	1	4	1	1	1	1	3
10905	4	4	1	2	1	2	2	2	2
10907	4	4	5	3	1	3	5	2	3
10913	1	5	3	5	1	3	2	1	1
10928	5	3	1	4	1	1	2	1	5
10937	5	5	5	5	4	5	5	1	5
10946	4	4	1	3	1	1	1	1	5
10957	1	1	4	5	1	1	1	1	2
10959	4	4	5	4	3	4	4	4	4
10962	2	2	1	3	1	1	1	1	2
10974	3	3	4	4	1	1	3	1	4
10982	1	1	4	5	1	1	1	3	1
10984	1	1	5	5	1	1	1	1	1
10988	1	1	1	4	1	1	1	1	1
11001	2	2	3	4	1	4	1	3	3
11002	5	4	1	3	1	1	1	1	5
11007	2	2	1	3	1	1	1	3	2
11023	2	1	1	1	1	1	1	1	4
11028	5	1	1	1	1	5	1	1	5
11029	4	2	1	3	1	1	1	1	4
11038	5	5	1	2	2	1	5	1	5
11045	5	3	4	4	1	1	2	1	5
11054	4	1	1	4	1	1	1	1	4
11056	2	3	2	4	1	1	1	1	1
11069	5	2	3	3	5	1	4	1	4
11074	1	1	1	5	1	1	1	1	1
11077	2	2	2	4	1	2	2	1	1
11094	5	4	5	5	5	5	5	5	5
11096	5	1	1	1	5	1	5	1	1
11099	1	1	1	3	1	1	1	1	2
11101	1	1	1	4	1	1	1	1	1
11121	1	1	4	1	1	1	1	1	1
11127	3	5	1	5	1	1	3	1	3
11133	1	1	3	5	1	1	1	1	1
11136	4	4	1	3	1	2	3	1	4
11139	3	3	3	4	1	1	1	1	2
11142	4	4	3	4	1	2	4	1	5
11156	5	4	2	3	1	2	4	1	5
11184	1	1	1	1	1	1	1	1	1
11185	5	5	1	4	1	3	4	1	5
11214	1	1	2	4	1	1	1	1	1
11224	5	4	1	3	1	1	2	1	5
11234	5	5	5	5	1	2	4	1	5
11236	5	4	1	3	4	1	4	1	5
11238	3	4	1	4	1	1	3	1	3
11251	1	1	1	5	1	1	1	1	4
11257	4	2	3	4	1	1	2	1	5
11258	1	1	3	4	1	3	1	1	2
11264	3	5	1	5	5	3	3	1	5
11274	5	3	1	5	1	1	1	1	5
11270	1	1	1	1	1	1	1	1	5
11272	4	4	3	4	1	1	1	2	5
11279	5	3	1	1	4	1	2	1	1
11285	3	1	1	5	1	1	1	1	2
11286	5	1	1	1	1	1	1	1	1
11290	1	1	2	5	1	3	1	2	1
11299	5	5	1	5	3	1	1	1	3
11309	2	1	3	3	4	4	5	2	1
11314	1	3	3	3	1	1	1	1	1
11317	1	1	1	4	5	4	1	1	4
11320	1	1	1	3	1	1	1	1	1
11333	5	5	1	1	1	1	5	1	5
11334	5	5	1	5	3	1	1	1	5
11345	3	3	3	3	1	1	3	1	2
11349	1	1	1	3	1	3	1	3	1
11352	2	3	3	4	1	5	2	2	4
11361	1	1	2	2	3	1	1	1	1
11384	3	4	1	5	1	3	2	1	5
11394	1	1	1	4	1	1	1	1	1
11395	1	1	1	4	1	1	1	1	5
11412	1	1	3	3	1	1	1	1	1
11434	2	2	4	4	1	3	1	4	1
11436	4	4	2	5	2	3	1	2	1
11459	4	5	2	5	1	1	5	1	1
11474	3	3	4	3	2	3	3	1	1
11479	1	1	1	5	1	1	1	1	1
11483	1	1	1	4	1	1	1	1	1
11491	1	1	1	5	1	1	1	1	1
11499	5	4	1	4	1	1	1	1	5
11512	1	2	3	4	1	1	1	1	1
11517	1	2	2	4	2	1	1	1	2
11521	5	5	4	4	3	3	5	3	5
11532	4	4	1	5	1	1	2	1	4
11533	5	5	3	5	3	1	5	2	3
11536	5	5	1	3	1	1	3	1	3
11539	4	4	3	4	1	1	4	1	5
11559	5	5	5	4	1	1	3	1	1
11560	5	4	1	5	4	3	3	4	5
11561	2	2	3	4	1	1	2	1	1
11571	1	4	3	3	1	1	4	1	3
11578	1	1	1	5	1	1	1	1	1
11590	3	2	3	3	2	3	3	2	3
11598	1	1	1	1	1	1	1	1	1
11611	1	1	1	2	1	1	1	1	1
11635	2	2	2	2	2	4	1	2	2
11649	4	5	3	5	5	3	3	2	5
11653	5	1	1	2	1	1	1	1	1
11654	1	1	4	4	1	1	1	1	2
11666	5	5	3	2	1	1	3	1	5
11675	1	1	1	5	1	1	1	1	1
11677	2	2	1	5	1	3	3	1	1
11691	4	4	4	5	1	1	3	1	2
11694	1	1	1	5	1	1	1	1	1
11702	1	1	1	1	5	1	1	1	1
11719	5	3	4	4	5	1	4	1	5
11720	2	3	3	5	2	2	3	2	1
11743	1	1	1	2	1	4	1	1	1
11747	2	3	3	4	3	2	2	1	2
11763	3	4	2	3	1	1	4	1	2
11764	3	3	2	3	1	1	3	1	1
11772	5	5	2	3	1	1	2	1	4
11780	4	3	4	5	1	4	2	2	4
11782	4	1	1	4	1	4	1	4	1
11783	3	3	2	3	2	5	3	1	3
11789	2	3	3	3	3	3	3	4	2
11791	4	4	1	1	1	1	3	1	5
11794	1	2	5	5	1	1	1	3	1
11798	1	1	1	5	1	1	1	1	1
11806	5	5	3	4	3	3	1	3	3
11814	2	2	1	5	1	1	1	1	1
11817	1	1	1	5	1	1	1	4	1
11829	4	3	2	3	2	3	1	2	5
11866	5	1	1	5	5	1	1	1	5
11869	3	2	2	4	1	1	1	1	5
11876	1	1	1	5	1	1	1	1	1
11889	4	3	1	3	1	5	2	1	5
11892	3	2	1	5	1	2	1	1	5
11898	4	3	3	4	3	3	3	3	3
11905	1	1	3	3	1	1	1	1	1
11906	1	1	3	5	5	4	1	1	1
11908	3	1	1	4	1	1	1	1	4
11918	2	1	1	5	1	1	1	1	1
11935	1	1	1	5	1	1	1	1	1
11937	1	1	1	1	1	1	1	1	1
11942	4	5	2	5	1	2	4	2	4
11943	5	5	1	3	1	3	4	1	2
11955	2	2	3	5	1	1	2	3	4
11957	1	1	4	5	2	2	1	2	1
11959	2	2	2	3	2	3	2	3	3
11969	5	2	1	3	1	1	1	1	5
11980	4	4	4	2	1	3	4	2	1
11981	4	4	2	3	2	4	3	2	5
11985	1	1	1	1	1	1	1	1	1
11991	1	1	3	5	1	1	1	1	5
12002	1	1	1	2	1	4	1	1	1
12004	1	1	1	3	1	3	1	3	1
12005	1	1	3	3	1	1	1	1	1
12027	5	3	1	4	4	1	1	4	4
12031	4	4	2	4	1	4	2	4	4
12032	1	1	1	4	1	1	1	1	1
12044	2	2	2	4	4	2	1	2	2
12048	1	1	1	1	1	3	1	1	1
12055	1	1	1	4	1	1	1	1	1
12063	3	2	3	4	2	2	2	2	2
12082	4	4	4	5	1	3	4	1	1
12083	1	1	1	4	3	1	1	1	1
12105	1	1	1	4	1	1	1	2	1
12124	2	1	4	2	1	5	1	2	1
12127	5	1	1	2	2	1	1	1	5
12137	5	4	2	4	1	1	2	1	4
12139	5	5	1	3	1	1	1	1	2
12140	3	3	3	3	3	3	3	3	3
12145	1	1	1	2	1	4	1	1	1
12149	5	5	1	2	2	4	3	5	3
12150	3	3	2	2	1	2	2	1	5
12153	3	2	1	4	1	1	1	1	3
12158	1	1	5	5	1	1	1	1	1
12174	4	3	2	5	1	2	2	1	4
12176	1	1	5	5	1	5	1	1	1
12180	2	4	3	5	2	3	3	3	2
12185	1	1	1	1	1	1	1	1	1
12190	4	5	4	5	4	4	4	4	4
12194	5	5	5	5	3	5	5	2	4
12197	2	2	2	3	2	3	2	2	3
12202	5	3	3	5	1	2	3	1	5
12239	4	3	1	4	1	1	1	1	4
12243	2	5	4	4	2	4	4	1	1
12258	1	1	2	4	1	1	1	1	1
12271	3	3	3	2	1	1	3	1	5
12272	1	1	1	5	1	3	1	1	1
12273	1	1	5	2	1	1	2	1	2
12274	3	3	1	5	1	1	2	1	5
12277	1	1	1	1	1	5	1	1	1
12278	5	5	2	4	1	2	4	1	5
12287	1	2	1	3	1	1	1	1	1
12288	5	5	5	5	5	5	5	5	5
12291	1	1	1	5	1	1	1	1	1
12294	1	2	3	3	1	3	1	1	1
12296	1	1	1	1	1	1	1	1	1
12307	5	5	2	5	4	1	1	1	5
12333	3	5	3	4	1	5	3	2	5
12334	4	3	2	4	2	4	3	1	1
12357	5	5	1	4	3	1	4	1	4
12378	1	1	2	3	1	1	1	1	1
12400	5	5	1	5	1	1	5	1	5

The same Likert-scale format was used to capture inconvenience reasons and concerns. The variable that captures the length that an individual had maintained a vegan/vegetarian diet is recorded as follows:

• 1 - “Up to 3 months”
• 2 - “4–11 months”
• 3 - “1–2 years”
• 4 - “3–5 years”
• 5 - “6–9 years”
• 6 - “More than 9 years”
• 7 - “Don’t know”

Here is a snapshot of some categorical columns present in the data:

id	ALLAGEADOPTION	ALLTRANSITION	ALLLENGTH	RELIGION	RACEETHNICITY5RANGES	EDUCATIONFOURRANGES	REGION
507	75	1	1	1	4	4	2
499	61	6	1	1	4	3	2
494	33	3	3	1	4	4	3
62	45	6	1	5	4	4	4
64	47	1	1	1	1	4	3
72	36	1	3	4	5	4	1
77	39	2	2	NA	NA	NA	NA
83	16	3	5	1	4	2	1
92	30	3	6	5	4	4	3
94	40	3	6	2	4	3	4
97	29	6	1	1	4	4	2
98	22	6	6	1	4	4	3
102	19	6	4	1	4	3	3
114	21	1	2	5	4	4	3
122	65	2	2	4	4	3	4
148	50	3	3	1	4	4	4
150	57	6	7	5	4	3	1
159	60	6	1	5	4	2	1
166	55	6	7	1	5	4	4
183	65	1	1	2	4	4	4
185	16	3	6	1	4	4	4
200	32	5	1	1	4	4	3
235	75	1	3	5	4	3	4
236	32	2	1	1	1	4	3
254	17	1	1	1	4	2	3
264	NA	NA	NA	NA	NA	NA	NA
265	50	2	2	2	4	4	4
284	28	3	6	5	4	4	2
285	18	1	1	5	3	4	3
294	46	1	2	5	4	3	1
311	40	1	1	1	4	4	2
317	25	6	7	1	2	3	3
354	12	1	3	4	5	3	1
359	42	3	1	1	1	4	3
366	23	1	1	1	2	3	4
371	23	6	7	5	5	2	3
376	46	1	4	5	4	3	4
433	40	2	1	3	2	4	4
435	55	3	3	5	4	4	1
445	36	1	6	1	4	4	4
447	30	1	2	3	2	4	4
456	6	2	6	1	4	3	4
461	30	1	1	1	4	4	4
471	46	1	1	1	4	4	3
474	NA	NA	NA	NA	NA	NA	NA
479	30	6	2	5	4	4	1
538	18	1	5	5	4	3	3
564	32	1	3	1	4	4	2
568	19	5	6	5	4	3	1
577	1	6	7	1	2	4	3
580	21	1	1	3	4	4	4
597	59	6	7	5	4	3	2
601	18	6	7	5	4	4	2
603	72	1	2	5	4	3	4
604	NA	NA	NA	NA	NA	NA	NA
611	38	5	6	1	4	3	4
614	61	1	1	1	4	3	1
616	40	3	3	1	4	3	2
622	25	3	3	5	4	4	1
626	29	1	1	5	4	4	1
630	23	2	3	1	4	3	2
632	20	1	6	1	4	4	2
641	27	4	2	5	4	3	1
643	60	3	2	1	4	4	2
645	54	1	4	1	4	4	4
647	19	5	6	5	4	3	1
651	46	1	2	1	4	2	2
652	25	1	3	5	4	4	4
661	41	6	1	1	4	4	2
672	20	3	6	4	2	4	3
675	45	1	5	2	5	4	4
682	31	2	3	5	4	3	3
700	70	6	3	1	4	3	4
709	25	3	4	1	3	4	1
711	26	2	1	1	4	4	2
712	34	1	1	NA	NA	NA	NA
718	0	1	7	NA	NA	NA	NA
725	72	1	1	2	4	4	3
744	16	1	2	1	4	3	3
768	42	1	3	1	4	3	3
776	NA	NA	NA	NA	NA	NA	NA
779	26	1	1	5	4	4	2
788	27	1	3	5	4	4	3
789	58	2	2	5	4	3	3
796	26	3	6	1	5	4	1
797	57	6	1	1	4	4	3
800	17	2	5	5	4	4	1
809	65	6	7	NA	NA	NA	NA
819	30	5	5	3	2	4	4
822	28	6	2	2	4	4	1
839	6	1	6	3	2	4	4
842	60	5	7	5	4	2	2
847	50	1	2	5	4	4	4
848	0	6	6	3	2	4	2
854	24	1	7	5	4	4	4
882	NA	NA	NA	NA	NA	NA	NA
886	26	6	3	2	4	4	1
894	55	1	7	1	4	4	4
900	25	1	1	3	2	4	3
901	56	5	3	1	1	3	1
907	17	3	5	3	2	4	1
927	35	3	5	1	2	4	3
930	50	2	2	5	4	4	3
962	30	2	3	1	4	4	4
966	20	5	3	5	4	4	1
975	47	3	1	1	4	4	3
996	18	6	7	5	2	4	4
1007	64	1	1	1	5	3	3
1018	58	1	2	4	4	3	2
1019	19	3	3	5	4	1	1
1021	18	4	5	5	4	4	3
1029	4	3	3	5	4	2	4
1031	33	2	4	5	4	2	4
1047	64	1	1	1	1	4	2
1066	27	2	2	1	4	4	2
1096	65	6	7	1	4	3	3
1098	NA	NA	NA	NA	NA	NA	NA
1102	NA	NA	NA	NA	NA	NA	NA
1106	16	1	4	5	5	4	1
1110	21	3	6	4	4	4	2
1113	36	1	2	1	4	4	4
1129	45	1	3	5	4	4	4
1143	35	5	4	1	4	4	3
1145	23	2	3	1	4	4	2
1149	22	2	2	1	4	4	1
1158	23	1	2	1	5	4	4
1161	36	6	1	2	4	4	4
1163	21	1	1	1	2	4	2
1181	0	6	6	3	2	3	2
1182	27	2	2	5	4	4	2
1190	18	2	2	5	4	4	4
1194	37	1	1	5	2	4	4
1212	0	1	6	1	4	4	4
1213	20	2	2	1	4	3	1
1221	25	1	4	1	4	4	2
1228	22	4	2	5	4	4	2
1238	43	1	1	1	4	3	4
1242	43	2	1	1	4	4	4
1250	52	1	1	1	1	4	2
1254	30	2	1	5	4	4	4
1259	35	1	3	1	1	4	4
1261	30	4	3	5	4	4	2
1262	24	2	2	5	5	4	4
1264	12	3	5	4	4	4	4
1267	20	1	6	1	4	3	3
1269	16	2	4	4	4	4	2
1273	37	6	1	5	4	2	2
1285	28	6	1	5	3	4	4
1286	19	6	4	5	4	4	4
1288	38	1	1	1	4	3	2
1298	20	1	6	1	4	3	4
1300	13	1	4	5	4	4	4
1302	NA	NA	NA	NA	NA	NA	NA
1305	16	4	6	3	4	4	4
1319	23	6	1	2	2	4	4
1324	15	6	5	1	3	3	3
1326	18	1	5	5	4	4	2
1328	33	6	2	NA	NA	NA	NA
1335	17	5	5	1	3	4	3
1346	18	1	5	5	4	3	3
1351	25	2	2	5	5	4	4
1352	15	1	4	2	4	3	4
1363	33	6	1	1	2	4	2
1389	22	5	4	1	4	4	3
1395	33	1	6	4	4	4	4
1403	21	1	1	5	4	4	1
1435	11	1	3	5	4	3	3
1451	18	5	6	1	4	3	1
1454	26	1	3	1	4	4	3
1456	30	3	3	5	4	3	1
1461	28	2	3	1	4	4	3
1462	20	2	3	2	4	4	1
1463	24	3	6	5	4	4	3
1466	35	2	2	5	4	4	2
1467	19	1	3	5	4	2	1
1478	38	1	1	5	3	4	2
1480	31	1	7	1	4	3	3
1482	0	6	7	1	1	4	2
1483	NA	NA	NA	NA	NA	NA	NA
1506	10	1	2	1	5	4	4
1511	24	1	2	1	4	3	3
1513	5	2	5	1	4	4	4
1524	22	1	1	5	4	4	2
1526	13	6	6	5	4	4	1
1528	54	1	7	1	1	4	4
1533	19	4	3	3	2	3	1
1535	18	1	1	1	4	4	1
1536	16	2	4	1	4	4	2
1546	23	1	2	1	4	3	2
1547	22	1	2	5	5	4	4
1549	35	3	7	1	1	4	4
1571	24	1	1	1	4	4	4
1573	25	1	4	4	4	4	4
1575	19	1	5	5	4	4	1
1583	42	3	3	2	4	4	1
1601	14	1	7	1	4	4	2
1620	69	2	1	1	4	4	4
1630	20	1	2	1	4	3	4
1661	30	1	5	1	4	4	4
1665	0	6	1	2	4	4	1
1668	25	1	2	1	4	4	1
1685	27	1	6	5	4	3	4
1688	60	6	1	4	4	4	4
1705	50	2	2	5	4	4	2
1708	22	5	3	1	4	4	2
1711	41	1	1	1	4	4	2
1722	30	3	6	5	4	4	4
1728	60	6	1	5	4	4	3
1743	44	1	3	2	4	4	3
1748	20	3	4	1	4	2	4
1749	54	6	7	1	4	3	3
1755	25	1	1	1	4	3	1
1761	20	1	3	1	4	4	3
1768	16	1	3	5	4	4	2
1770	13	1	1	5	1	4	4
1775	25	1	1	5	4	4	3
1801	55	1	1	1	4	4	4
1808	16	1	3	5	4	4	2
1817	25	3	2	1	4	3	2
1823	38	1	6	1	3	4	4
1831	25	1	1	5	4	4	3
1855	27	1	6	5	4	3	2
1857	40	1	1	1	4	4	2
1879	18	6	6	1	4	2	4
1888	34	1	6	5	4	3	1
1890	14	1	1	2	4	4	4
1894	50	1	3	1	4	2	1
1914	21	1	6	1	4	3	4
1915	70	3	3	1	4	2	4
1919	NA	NA	NA	NA	NA	NA	NA
1926	17	2	3	5	4	4	1
1927	28	2	5	5	4	4	4
1929	50	2	2	1	4	4	3
1941	25	6	1	1	4	3	3
1959	27	1	6	5	4	3	2
1968	19	1	2	1	4	4	2
1971	17	1	3	5	4	4	1
1992	25	6	7	5	4	2	4
2024	30	2	1	5	4	4	4
2027	64	6	1	5	4	4	1
2063	55	6	1	5	4	4	1
2064	56	6	7	4	4	3	3
2066	50	3	4	5	4	3	3
2072	15	1	6	1	4	4	2
2079	30	1	1	3	5	3	1
2086	60	1	4	5	5	4	4
2091	37	1	1	5	4	3	4
2100	30	6	1	1	4	3	1
2105	34	1	2	5	4	4	3
2106	86	1	3	5	4	2	2
2108	NA	NA	NA	NA	NA	NA	NA
2121	16	1	4	5	4	4	1
2130	31	2	6	2	4	4	2
2168	45	1	1	5	4	4	4
2177	20	6	2	4	5	4	4
2183	21	2	2	5	2	4	1
2189	21	1	6	4	4	4	4
2198	27	1	6	5	4	3	2
2222	20	2	2	5	4	4	3
2223	27	2	2	1	4	4	4
2224	62	1	4	4	4	3	1
2229	55	2	6	4	4	4	1
2246	67	1	1	1	4	2	3
2256	50	1	3	1	4	4	3
2260	60	2	1	2	4	4	1
2265	22	2	2	5	4	3	3
2266	35	2	1	5	4	4	1
2281	45	1	4	1	4	3	1
2289	58	2	1	1	4	3	2
2302	63	6	7	1	4	4	2
2314	45	1	7	5	4	3	3
2332	65	2	2	5	4	3	3
2344	21	4	6	5	4	4	4
2347	31	1	1	5	4	3	4
2349	65	1	1	1	4	4	3
2360	19	2	2	5	4	3	3
2392	36	1	6	4	4	3	1
2397	20	1	3	1	4	4	1
2403	14	1	6	3	4	4	2
2406	30	1	7	1	4	3	2
2410	36	1	1	2	4	3	4
2418	20	1	1	1	4	4	2
2419	19	1	1	5	4	3	2
2421	45	3	4	4	4	4	3
2444	13	1	6	5	5	4	4
2466	30	1	1	1	4	4	4
2475	32	2	1	1	4	3	3
2476	19	1	6	1	4	4	2
2481	64	3	3	5	4	4	4
2485	22	1	3	5	4	4	4
2496	57	6	1	5	4	3	4
2497	69	1	1	2	4	4	3
2502	20	1	2	5	1	4	1
2505	18	2	2	1	4	4	2
2507	65	1	2	5	4	4	4
2513	70	3	1	1	4	4	3
2518	41	1	1	5	4	4	3
2531	5	2	3	5	4	4	4
2540	45	1	2	5	4	2	4
2546	NA	NA	NA	NA	NA	NA	NA
2554	22	1	2	1	3	4	3
2556	32	2	3	4	4	4	1
2558	35	2	3	1	4	3	3
2560	NA	NA	NA	NA	NA	NA	NA
2565	34	6	7	5	2	4	3
2589	17	1	2	5	4	4	1
2607	50	3	2	1	4	2	3
2627	60	2	2	1	4	4	4
2629	68	1	1	2	4	3	1
2636	38	6	6	5	4	4	2
2660	50	2	2	1	4	4	4
2666	25	1	4	1	4	3	3
2685	32	1	5	5	4	3	4
2686	21	1	5	5	4	4	4
2707	26	6	6	1	4	3	2
2712	22	4	5	5	4	4	2
2727	54	6	1	5	2	4	3
2762	30	3	4	3	2	4	4
2764	32	4	6	1	4	2	1
2770	22	6	5	1	4	4	3
2780	40	1	3	5	4	4	2
2791	49	6	1	5	4	4	1
2793	58	1	1	5	4	4	4
2803	23	1	5	5	4	4	4
2806	68	6	7	1	4	2	4
2817	57	6	1	2	4	4	3
2819	67	2	1	1	1	3	3
2823	35	6	2	5	4	4	1
2829	61	6	1	1	5	4	1
2849	38	2	2	5	2	4	4
2850	23	1	6	3	4	4	2
2862	23	1	2	1	4	4	2
2885	35	1	5	4	4	4	2
2898	NA	NA	NA	NA	NA	NA	NA
2914	18	1	5	1	4	3	1
2916	34	2	4	5	4	4	2
2928	70	5	5	1	4	2	1
2935	72	3	3	5	4	4	4
2949	22	5	5	5	4	4	2
2961	40	6	1	1	3	4	3
2966	74	3	2	1	4	2	3
2971	58	1	7	1	4	2	3
2977	18	1	6	5	4	4	4
2980	39	2	2	5	4	3	4
3000	26	2	2	1	4	4	3
3001	40	1	5	1	4	4	4
3006	40	6	1	1	1	4	2
3013	38	2	2	1	1	4	2
3014	19	3	5	5	4	3	3
3035	16	3	2	3	4	3	2
3042	28	5	4	1	4	4	3
3048	NA	NA	NA	NA	NA	NA	NA
3051	65	1	3	1	4	4	1
3065	16	2	4	4	4	3	3
3114	36	1	7	5	2	4	4
3142	30	4	3	5	4	4	2
3143	18	2	5	5	5	4	4
3166	NA	NA	NA	NA	NA	NA	NA
3175	22	1	4	2	4	4	3
3178	51	1	1	5	2	4	4
3183	11	4	6	1	4	3	4
3214	34	5	2	1	4	4	1
3222	55	1	1	4	5	4	3
3226	66	1	1	5	4	3	3
3238	49	1	3	4	4	3	2
3247	21	6	1	2	4	4	2
3249	26	2	4	1	4	4	3
3278	62	2	3	5	4	4	4
3291	25	1	2	5	2	3	4
3293	34	6	1	1	4	3	2
3307	30	6	2	1	4	4	4
3309	3	6	4	1	3	4	4
3323	50	3	5	5	3	3	3
3326	49	1	1	3	4	4	3
3367	35	2	3	1	4	4	1
3370	20	1	6	5	4	2	1
3416	18	6	7	1	4	3	4
3443	38	3	2	1	3	4	3
3449	8	1	4	5	5	4	4
3459	NA	NA	NA	NA	NA	NA	NA
3462	39	1	2	4	4	2	3
3463	43	6	6	NA	NA	NA	NA
3465	55	6	2	5	4	3	4
3471	15	6	7	1	1	2	2
3483	25	5	4	2	4	4	3
3499	17	6	2	1	4	3	2
3504	51	1	6	1	4	2	1
3524	55	1	1	1	4	4	1
3535	30	1	7	1	4	3	3
3537	62	2	2	NA	NA	NA	NA
3539	40	1	2	5	4	4	3
3562	30	2	4	1	4	4	3
3563	16	3	3	1	4	3	3
3583	NA	NA	NA	NA	NA	NA	NA
3596	34	1	4	5	4	4	3
3603	49	6	1	NA	NA	NA	NA
3623	39	1	2	5	4	3	4
3630	75	1	3	2	4	2	1
3650	28	3	3	5	4	4	4
3659	21	1	3	5	4	4	2
3660	70	1	2	1	4	3	2
3688	47	6	1	5	4	4	4
3693	21	1	3	5	4	4	2
3710	13	1	4	5	4	3	3
3733	36	1	1	1	4	4	2
3737	30	1	1	1	4	4	3
3763	40	1	3	1	4	4	2
3768	NA	NA	NA	NA	NA	NA	NA
3778	26	3	1	1	1	4	3
3810	35	2	3	1	4	4	4
3812	22	1	3	5	4	4	2
3826	13	1	6	5	4	2	2
3827	44	2	2	5	4	4	1
3846	35	2	3	5	4	4	1
3850	45	1	1	1	4	4	2
3851	56	4	3	1	4	3	2
3852	52	1	3	1	4	4	2
3855	17	1	1	1	2	4	3
3868	35	1	1	1	4	4	3
3869	57	6	3	1	4	3	1
3884	30	1	4	1	4	4	4
3893	27	1	3	1	4	4	1
3897	50	1	5	1	4	4	3
3898	45	1	3	1	4	4	2
3909	28	6	4	5	4	4	2
3915	50	1	1	1	4	4	3
3918	NA	NA	NA	NA	NA	NA	NA
3925	45	1	6	1	4	4	3
3935	NA	NA	NA	NA	NA	NA	NA
3942	24	3	5	5	4	4	4
3954	71	1	1	2	4	3	1
3960	40	6	7	1	4	3	1
3964	40	1	1	1	4	4	2
3984	45	2	2	1	4	4	1
3978	34	2	2	5	4	4	2
3981	30	1	6	5	4	4	2
3995	59	6	1	1	4	4	2
3999	18	1	5	5	4	3	4
4004	67	6	7	5	4	3	1
4014	12	1	4	1	4	4	3
4018	49	3	6	5	4	4	1
4026	52	2	1	1	4	3	1
4066	12	1	3	1	4	2	3
4070	65	1	1	5	4	2	4
4073	18	2	3	1	4	4	2
4074	48	1	3	1	4	4	1
4078	40	1	7	1	4	4	1
4086	61	6	7	5	4	3	1
4088	46	3	5	1	4	3	1
4090	25	3	2	5	1	4	3
4093	35	1	3	1	4	4	2
4096	59	1	1	5	4	3	3
4107	39	1	1	1	4	4	3
4113	25	2	2	5	4	4	3
4117	65	1	1	1	4	3	3
4130	65	1	1	1	4	4	2
4133	58	1	2	5	4	3	4
4140	22	3	3	5	4	4	4
4141	76	1	1	5	4	2	3
4160	10	1	1	5	2	4	3
4164	16	1	4	5	4	4	3
4191	50	1	4	5	4	1	1
4192	16	1	4	5	4	4	4
4209	19	6	1	5	4	4	2
4210	27	1	6	5	4	4	3
4214	40	6	1	5	4	4	2
4247	25	1	7	5	4	2	3
4257	23	3	1	1	4	4	4
4269	11	1	6	5	4	4	2
4276	40	3	4	5	3	3	3
4282	16	2	5	5	4	4	1
4292	1	6	7	3	2	4	1
4301	30	6	3	5	4	4	3
4306	17	1	1	5	4	4	2
4308	39	2	2	4	1	3	1
4319	25	2	2	5	4	4	3
4321	35	1	1	5	4	3	1
4322	25	1	1	5	4	1	3
4341	43	1	1	1	4	3	2
4348	17	1	2	5	4	4	2
4355	37	6	7	5	4	3	2
4357	8	6	6	2	4	4	1
4371	60	6	1	1	4	3	1
4379	20	2	5	1	4	4	4
4387	45	1	1	5	4	4	2
4389	30	1	6	5	4	4	3
4402	20	2	1	5	4	4	2
4409	17	1	3	1	4	4	3
4416	30	1	1	5	4	3	1
4425	22	5	6	5	4	4	4
4435	12	2	2	1	4	3	3
4450	30	6	1	1	4	3	2
4454	28	6	1	5	4	3	4
4457	16	6	4	5	4	4	4
4467	19	3	3	5	3	2	3
4472	19	1	2	1	4	4	1
4484	19	3	4	5	2	4	4
4494	0	6	6	5	4	3	4
4512	22	1	1	5	4	4	4
4520	21	1	4	5	3	1	4
4524	18	1	4	5	4	4	4
4552	NA	NA	NA	NA	NA	NA	NA
4565	38	3	1	1	4	4	4
4569	18	1	1	3	2	4	2
4574	57	1	2	1	4	4	3
4575	63	6	7	5	1	4	3
4576	40	6	5	1	4	4	4
4582	14	1	4	1	4	3	4
4584	33	1	3	1	4	3	4
4599	16	3	2	3	4	3	2
4613	30	1	3	5	4	4	2
4615	23	1	1	5	5	3	4
4626	24	1	2	5	2	3	4
4630	0	5	6	3	2	4	2
4637	18	2	2	3	5	3	4
4638	14	1	3	5	4	3	2
4642	39	2	2	1	4	4	3
4652	30	6	2	1	1	3	2
4663	45	3	2	1	1	3	3
4676	39	6	1	1	2	4	4
4683	14	6	7	5	2	2	4
4692	23	1	2	1	4	4	4
4705	27	1	1	1	4	3	3
4707	44	5	3	5	4	4	3
4731	40	6	2	5	4	2	2
4734	30	3	3	1	1	4	4
4737	20	1	2	5	3	3	3
4738	0	6	6	5	4	4	3
4763	0	6	6	4	4	4	2
4765	45	2	2	5	4	3	3
4777	10	1	6	1	4	4	1
4787	24	3	1	1	5	4	2
4793	20	1	1	4	4	2	3
4797	54	5	3	NA	NA	NA	NA
4801	25	1	3	5	4	3	3
4804	25	1	1	5	4	4	4
4806	35	1	1	4	4	4	1
4812	36	2	2	1	5	4	4
4822	28	6	2	5	4	3	3
4841	22	1	6	5	4	2	3
4849	16	1	2	5	4	4	3
4852	25	2	3	1	4	4	1
4856	26	2	6	5	4	4	3
4864	20	1	6	2	4	4	1
4865	27	3	6	5	4	3	3
4881	23	1	3	1	4	4	3
4883	25	2	2	5	4	4	3
4904	48	6	1	5	2	4	2
4913	40	5	6	1	4	3	3
4939	31	1	1	1	1	4	3
4941	29	2	3	1	4	3	2
4964	74	2	3	1	1	4	3
4979	20	1	1	1	4	3	2
4991	29	6	1	1	3	3	2
4992	18	1	6	4	4	4	3
5002	33	1	4	5	4	3	1
5006	21	2	1	5	4	4	3
5010	21	1	2	1	4	4	2
5017	27	1	3	5	4	4	2
5025	21	1	6	1	4	4	1
5035	25	1	3	5	4	3	4
5037	39	5	4	5	2	4	1
5061	25	1	6	1	4	3	2
5066	16	1	1	1	4	4	2
5067	16	2	3	4	4	4	1
5070	18	1	2	5	4	3	4
5075	35	6	7	1	4	3	4
5084	20	3	5	5	4	4	3
5099	50	5	5	1	3	2	1
5101	15	1	5	1	5	3	3
5115	16	1	1	1	4	4	1
5123	20	1	1	5	4	3	4
5134	26	2	1	5	4	2	2
5136	24	2	3	4	4	4	3
5137	NA	NA	NA	NA	NA	NA	NA
5138	35	3	1	2	2	3	4
5140	35	5	1	1	4	3	4
5166	28	1	1	5	4	4	4
5167	7	5	6	1	4	4	4
5168	16	1	3	1	4	4	4
5182	21	3	2	4	3	4	4
5191	30	1	1	4	4	3	4
5193	42	6	1	1	2	4	4
5198	16	1	2	5	4	4	3
5204	35	3	3	1	4	4	4
5209	70	2	1	1	1	4	2
5211	15	1	3	5	4	4	3
5238	25	2	1	5	4	2	1
5240	40	6	7	5	4	4	4
5250	16	1	3	3	4	3	1
5258	28	1	1	1	4	4	2
5260	0	1	3	1	5	3	3
5272	32	3	2	1	4	4	4
5273	16	1	1	1	4	4	4
5281	7	1	1	1	4	3	1
5291	21	2	5	2	4	4	3
5297	18	1	3	5	4	3	4
5311	39	1	1	1	4	4	1
5312	26	6	7	5	2	4	2
5321	32	1	1	1	1	4	3
5324	26	6	1	3	2	4	3
5335	33	1	1	5	4	2	4
5352	22	1	2	1	4	4	3
5369	19	1	3	1	4	3	3
5392	14	4	6	5	4	4	1
5395	15	1	3	5	4	2	1
5400	60	3	2	1	1	4	3
5402	65	1	1	1	1	3	1
5404	23	6	1	5	5	3	3
5420	29	6	3	5	4	3	4
5422	21	6	7	1	4	3	2
5428	16	3	6	5	4	4	1
5437	47	1	1	5	4	4	1
5449	18	3	3	1	4	3	2
5453	42	1	4	1	4	3	3
5480	19	6	7	5	4	4	2
5483	0	5	6	1	4	4	2
5503	21	1	2	1	4	3	2
5506	33	6	7	5	4	2	3
5514	29	1	1	5	4	3	4
5516	20	3	4	4	2	4	2
5522	20	1	6	5	4	3	2
5523	25	1	7	5	4	3	1
5541	22	2	2	1	4	3	2
5556	25	1	1	5	4	4	2
5564	16	1	5	5	4	3	1
5565	24	6	3	5	4	3	2
5582	16	2	3	5	4	2	3
5598	16	2	5	5	4	3	1
5607	12	6	6	5	5	4	1
5611	13	1	5	5	3	3	3
5613	17	3	5	5	3	3	3
5620	32	3	1	1	4	4	1
5639	NA	NA	NA	NA	NA	NA	NA
5643	20	1	6	5	4	2	2
5646	26	1	6	5	4	4	4
5648	13	1	3	5	4	3	1
5649	23	3	1	5	4	4	3
5650	38	6	4	5	1	3	3
5663	22	1	1	5	4	4	3
5674	18	2	4	4	2	4	1
5677	10	1	7	2	4	4	3
5690	25	1	2	1	1	4	1
5691	28	1	1	5	2	4	1
5693	NA	NA	NA	NA	NA	NA	NA
5694	18	6	2	5	4	4	2
5708	38	1	1	5	4	4	2
5711	42	6	1	1	2	4	4
5722	18	2	5	5	4	4	2
5729	32	1	6	1	4	2	3
5731	13	1	5	2	4	4	1
5737	14	1	6	5	4	2	4
5741	19	1	4	1	1	4	3
5763	31	3	2	NA	NA	NA	NA
5779	13	1	4	5	4	4	3
5795	17	1	6	5	4	4	4
5805	45	3	1	4	1	3	3
5830	33	2	2	1	4	4	2
5848	33	2	1	NA	NA	NA	NA
5849	47	1	2	5	4	4	2
5850	10	1	6	1	4	4	2
5852	40	3	2	1	4	4	4
5856	20	1	1	5	4	3	1
5862	40	6	7	1	4	2	3
5865	40	2	1	1	1	4	3
5879	45	1	2	1	4	4	1
5883	18	1	6	2	4	4	3
5884	48	6	1	4	1	3	3
5885	51	5	5	1	3	4	4
5888	0	4	6	3	2	4	2
5895	34	1	2	1	3	4	1
5908	16	1	1	5	4	2	3
5927	19	1	3	5	4	3	3
5937	NA	NA	NA	NA	NA	NA	NA
5942	44	4	4	1	4	4	1
5970	55	6	7	5	4	4	3
5971	63	2	2	1	4	4	2
5979	16	1	4	1	4	4	2
5988	26	6	4	2	4	4	3
5989	27	3	3	4	2	4	3
5998	60	5	1	3	4	3	1
6007	73	6	7	5	4	2	2
6020	21	1	4	5	4	4	1
6024	74	1	2	1	4	4	3
6039	20	1	2	4	4	4	3
6048	8	1	2	1	4	3	3
6056	25	5	2	3	2	4	3
6063	51	3	6	1	4	2	4
6065	NA	NA	NA	NA	NA	NA	NA
6086	81	6	1	1	4	4	2
6089	60	1	7	5	4	3	1
6091	18	1	3	2	4	4	2
6108	26	2	4	5	4	3	1
6127	20	1	3	1	4	4	4
6130	55	3	1	1	1	4	2
6136	60	2	2	1	4	4	3
6150	23	1	2	2	4	4	1
6151	71	3	7	1	4	3	1
6175	61	1	1	1	4	4	2
6176	50	1	1	5	4	4	4
6177	19	1	3	5	4	4	2
6188	20	2	1	1	4	4	1
6198	30	3	5	5	4	4	4
6211	44	6	2	5	4	3	4
6213	71	6	1	5	4	2	3
6220	47	3	2	5	4	4	4
6236	41	3	2	1	4	2	1
6240	28	5	4	5	4	4	4
6252	64	1	2	1	4	4	3
6253	45	6	1	1	4	4	4
6254	30	1	2	5	4	4	2
6259	75	1	2	2	4	3	1
6261	16	1	6	1	4	4	4
6263	31	1	4	1	4	4	3
6266	67	6	1	1	4	3	1
6269	32	1	3	1	4	4	3
6284	30	1	1	4	4	4	1
6286	65	5	1	1	4	1	1
6299	32	2	6	5	4	3	3
6300	26	1	3	5	4	4	2
6301	20	3	4	5	4	4	3
6304	0	6	7	1	4	4	2
6308	28	6	6	1	4	3	3
6318	23	3	1	1	1	2	3
6327	30	6	7	1	4	4	1
6328	25	3	3	5	4	3	4
6330	68	6	1	1	4	3	3
6331	22	1	1	5	4	4	1
6343	30	1	6	5	4	3	1
6347	40	6	3	5	4	3	3
6354	53	5	3	1	4	3	3
6355	60	1	3	1	4	4	4
6356	40	4	2	1	4	4	3
6359	17	1	6	1	4	4	2
6380	54	1	2	1	4	4	3
6402	32	1	1	1	4	4	3
6413	NA	NA	NA	NA	NA	NA	NA
6417	9	1	6	3	2	4	1
6419	NA	NA	NA	NA	NA	NA	NA
6443	18	1	4	5	4	4	3
6444	30	6	2	1	4	4	4
6472	47	6	1	5	4	3	2
6481	46	1	1	5	4	4	3
6493	14	1	1	1	4	3	4
6496	30	5	6	3	4	3	3
6510	19	1	2	1	4	4	2
6515	13	1	5	5	4	4	1
6527	66	6	7	4	4	3	3
6533	55	2	1	5	4	4	4
6535	53	1	1	5	4	4	3
6565	30	6	7	3	2	3	3
6570	23	1	2	5	4	4	4
6578	31	2	1	NA	NA	NA	NA
6579	26	3	6	5	2	4	3
6593	63	1	1	5	4	3	2
6603	35	1	1	5	4	4	4
6606	59	2	3	1	4	3	2
6619	24	1	6	4	4	4	3
6629	20	1	1	5	4	4	1
6657	86	6	1	1	4	2	3
6697	23	1	6	5	4	4	1
6710	61	1	1	5	4	4	1
6737	60	3	3	1	4	4	2
6739	37	2	4	5	4	4	1
6750	19	1	1	1	4	2	4
6754	25	2	6	4	4	4	1
6760	19	3	6	5	4	4	1
6765	40	6	7	5	4	4	4
6771	52	1	4	1	4	4	2
6796	6	1	3	1	4	2	2
6799	24	2	1	5	4	4	2
6814	23	1	4	5	4	4	4
6824	21	6	1	1	4	3	4
6830	49	6	1	1	4	2	2
6831	30	6	7	5	4	3	2
6833	28	6	2	5	4	3	2
6835	35	1	3	5	4	4	2
6843	68	1	1	1	1	4	3
6849	59	1	1	5	4	4	2
6852	28	1	1	2	4	4	2
6857	23	1	1	5	3	2	3
6864	24	2	1	1	4	4	3
6867	23	1	3	3	2	4	3
6869	45	1	3	5	4	4	2
6882	8	1	4	1	4	4	3
6883	13	2	4	1	4	4	4
6907	25	1	3	5	4	4	3
6920	4	6	6	5	4	4	2
6924	30	5	4	1	1	2	3
6956	30	1	2	1	4	4	2
6959	33	1	1	1	4	3	1
6967	31	1	1	5	4	4	1
6971	16	1	1	5	4	1	1
6976	20	3	2	1	4	2	2
6977	30	3	1	1	2	4	1
6980	NA	NA	NA	NA	NA	NA	NA
6994	35	1	6	1	4	4	2
7002	17	6	2	5	4	4	4
7004	24	2	2	1	4	4	3
7022	60	1	1	1	3	3	3
7025	13	4	6	5	4	4	3
7033	40	1	3	5	4	4	3
7043	27	3	2	5	4	4	2
7070	24	1	7	1	1	4	3
7078	16	5	4	5	4	4	4
7088	45	1	6	NA	NA	NA	NA
7100	20	1	4	5	4	3	1
7101	14	1	3	1	4	4	3
7103	20	1	6	1	4	4	3
7124	44	2	3	5	4	3	4
7129	19	4	6	5	4	4	4
7145	18	1	1	1	4	4	2
7146	60	2	2	5	4	4	3
7149	38	3	2	5	4	4	3
7154	17	1	6	5	4	3	3
7167	1	6	6	3	2	4	3
7169	25	1	4	5	4	3	1
7188	22	1	1	5	4	4	3
7198	16	1	3	1	4	4	3
7204	20	1	3	1	1	3	3
7205	43	5	1	1	1	4	3
7211	24	2	1	1	4	4	4
7218	NA	NA	NA	NA	NA	NA	NA
7224	16	1	3	5	4	4	1
7255	60	6	4	NA	NA	NA	NA
7256	21	5	6	1	2	4	3
7261	13	4	5	1	4	4	3
7267	19	6	1	5	2	4	4
7277	20	1	3	NA	NA	NA	NA
7283	20	1	2	1	4	4	2
7285	40	2	2	1	4	4	1
7286	0	1	6	5	4	3	3
7308	35	3	2	5	1	4	1
7321	25	1	3	NA	NA	NA	NA
7336	22	1	1	1	4	4	2
7348	22	5	6	1	4	4	1
7352	14	1	1	1	4	4	2
7353	7	2	1	1	4	3	2
7366	40	2	2	1	1	4	3
7379	17	4	2	5	4	3	2
7402	62	3	3	5	2	4	4
7408	58	1	1	1	4	4	3
7429	0	1	7	1	4	3	3
7445	36	1	3	5	4	4	3
7450	44	6	1	1	4	4	3
7455	0	6	1	1	4	4	3
7457	60	2	2	1	4	4	3
7465	73	3	2	1	4	2	3
7475	58	1	3	1	4	4	3
7478	60	6	7	1	4	4	3
7482	57	6	1	1	4	4	2
7490	45	1	4	5	4	3	4
7492	16	4	6	1	3	4	3
7520	33	3	3	1	4	4	4
7524	52	5	5	5	5	4	4
7591	30	2	3	5	4	3	3
7610	72	6	7	1	4	2	3
7616	17	1	3	5	4	3	4
7618	58	1	1	1	4	3	4
7620	64	1	1	1	4	4	2
7625	34	3	3	1	4	2	1
7632	70	1	1	1	4	4	4
7641	79	2	3	5	4	4	3
7655	50	2	2	1	4	4	2
7661	25	1	3	1	4	2	3
7662	24	1	1	5	4	4	2
7671	15	1	6	1	4	2	4
7672	43	6	4	1	4	3	1
7680	25	1	1	1	4	4	3
7682	40	1	1	5	4	3	4
7685	13	2	4	4	2	4	4
7689	35	2	1	1	2	4	2
7698	24	1	2	5	4	3	1
7701	12	1	2	5	4	2	3
7716	59	6	7	1	4	2	2
7724	61	2	2	1	4	3	2
7736	21	1	3	5	4	4	2
7741	20	1	4	1	4	3	2
7745	29	1	1	5	5	4	2
7755	25	2	4	2	4	4	2
7767	NA	NA	NA	NA	NA	NA	NA
7790	62	2	1	5	4	4	4
7792	6	6	6	5	5	4	1
7799	21	1	6	1	4	4	3
7804	37	1	2	1	4	4	1
7819	69	1	2	1	4	3	3
7831	55	3	1	2	4	4	1
7834	NA	NA	NA	NA	NA	NA	NA
7852	25	1	1	1	4	4	1
7884	60	6	7	5	4	3	2
7886	63	1	1	2	4	4	1
7909	45	1	1	1	4	4	1
7920	65	6	1	1	4	4	3
7922	33	1	1	1	4	4	3
7939	16	1	6	5	4	4	3
7951	30	1	6	4	1	2	1
7956	64	6	1	1	4	2	2
7980	63	6	1	1	4	4	1
7982	20	3	6	1	4	4	1
8001	21	6	3	1	4	3	3
8012	55	1	3	1	4	4	1
8029	26	1	1	1	4	4	4
8050	32	2	2	1	4	4	4
8061	14	1	1	1	4	2	2
8064	30	5	6	4	4	4	1
8080	10	6	1	1	4	4	4
8083	50	2	2	1	4	4	3
8088	19	1	1	NA	NA	NA	NA
8103	62	6	1	4	1	3	3
8171	21	1	6	5	4	4	1
8210	50	1	2	1	4	4	1
8211	50	2	2	1	4	4	2
8213	55	6	1	1	4	3	1
8246	50	1	1	5	4	4	3
8264	64	6	4	1	4	4	1
8274	62	6	7	1	4	3	2
8288	55	1	1	1	4	4	2
8296	17	1	1	5	4	3	2
8298	38	1	2	1	4	4	3
8303	50	2	6	1	4	3	3
8310	70	6	5	1	4	3	2
8334	22	1	6	5	4	3	1
8360	0	6	1	1	4	2	1
8377	60	6	1	1	4	4	3
8405	38	3	3	5	4	2	2
8411	50	2	3	5	4	3	1
8414	52	1	1	1	4	4	2
8420	24	1	2	5	4	4	1
8422	46	1	1	1	4	4	3
8434	50	3	6	1	4	3	1
8440	30	1	1	5	4	4	1
8447	62	6	1	1	4	2	1
8450	42	1	4	1	4	4	2
8481	52	6	1	1	4	3	3
8486	70	1	1	4	4	4	2
8490	83	6	7	5	4	4	1
8491	57	2	1	1	4	4	2
8520	60	1	2	1	4	4	4
8523	30	2	3	1	3	4	2
8535	54	1	4	1	4	4	3
8545	59	2	2	1	4	4	3
8551	48	1	1	5	4	3	4
8567	35	1	4	5	4	4	3
8576	33	1	1	1	4	4	3
8584	54	1	1	1	4	2	3
8599	47	1	2	1	4	2	4
8602	20	1	6	1	4	2	3
8614	16	1	3	5	4	4	4
8621	40	1	1	4	4	4	2
8622	46	1	2	4	5	4	3
8646	54	2	3	5	4	4	4
8650	40	1	6	5	4	4	4
8669	68	1	4	1	4	4	4
8680	71	6	1	5	4	4	3
8689	47	1	1	5	4	4	1
8710	71	1	1	1	4	2	3
8724	31	1	1	5	4	3	2
8742	52	2	6	5	4	2	1
8767	65	1	1	5	4	3	1
8778	20	3	1	5	4	4	3
8793	21	1	1	5	5	3	4
8809	25	1	1	1	4	4	2
8819	46	6	1	1	4	4	1
8823	31	6	7	1	4	3	4
8828	18	2	2	1	4	4	3
8838	21	1	3	1	4	4	3
8842	63	6	1	1	5	4	3
8883	16	1	1	1	4	4	2
8887	30	1	4	5	4	3	4
8898	44	6	1	1	4	4	2
8910	21	5	6	5	4	3	4
8918	42	1	6	1	4	3	1
8935	57	1	1	2	4	4	1
8956	0	6	6	3	2	4	4
8972	NA	NA	NA	NA	NA	NA	NA
8981	20	4	4	1	4	4	1
8997	55	1	1	2	4	4	3
8999	75	2	1	2	4	4	1
9022	30	1	3	1	4	4	3
9039	31	1	6	1	4	2	4
9040	55	3	1	1	4	2	2
9042	16	3	4	5	4	3	3
9051	17	6	1	5	2	4	1
9066	NA	NA	NA	NA	NA	NA	NA
9076	1	1	1	3	5	2	3
9085	15	1	3	5	4	3	4
9090	19	6	7	2	4	4	2
9092	19	4	6	1	4	4	2
9104	12	2	3	3	2	4	3
9111	18	3	5	5	5	4	1
9117	NA	NA	NA	NA	NA	NA	NA
9120	58	1	4	1	4	3	2
9123	28	1	1	1	4	4	4
9143	40	3	3	5	4	4	4
9145	73	1	1	1	4	2	2
9170	50	6	7	1	4	4	1
9175	45	6	1	1	4	4	1
9183	70	1	1	5	4	4	2
9193	39	6	4	NA	NA	NA	NA
9207	80	6	7	1	4	2	2
9217	53	1	1	4	4	3	2
9223	22	1	1	5	4	4	3
9250	35	1	3	5	4	4	3
9255	25	4	6	5	4	4	1
9264	45	3	3	1	4	4	2
9279	19	1	6	1	4	4	1
9285	65	4	3	5	4	3	1
9291	53	2	2	5	4	4	2
9299	45	5	1	1	4	3	4
9309	55	6	1	1	4	4	2
9320	39	6	1	1	1	3	1
9324	28	6	7	1	4	4	4
9358	28	1	6	2	4	4	4
9375	50	6	7	NA	NA	3	3
9391	14	1	5	5	4	4	2
9402	0	6	7	4	4	1	2
9413	22	6	1	1	4	4	3
9425	50	1	1	1	4	4	NA
9445	42	6	3	1	4	4	3
9462	22	1	1	5	4	1	3
9556	27	1	2	2	4	4	2
9561	38	1	1	5	4	4	3
9566	22	1	6	5	4	4	1
9576	17	1	4	1	3	3	3
9577	20	1	2	5	4	4	1
9578	12	5	6	5	4	4	4
9591	12	1	6	5	4	4	2
9592	30	2	4	5	1	4	3
9608	13	5	6	4	4	4	4
9610	21	1	1	5	4	4	3
9614	45	1	4	5	4	4	4
9626	1	6	7	4	4	4	1
9631	30	1	2	4	4	4	1
9635	25	1	2	1	3	2	1
9647	72	6	1	5	3	4	4
9655	40	1	1	5	4	4	3
9666	44	6	2	1	4	3	2
9672	0	6	7	NA	NA	NA	NA
9675	16	2	2	5	3	3	4
9678	43	6	3	1	5	3	3
9690	15	1	2	5	4	4	4
9692	22	5	3	5	5	4	2
9703	0	6	6	1	4	4	4
9709	21	2	1	1	5	4	3
9714	49	6	1	1	1	3	1
9733	18	1	1	1	3	4	1
9743	23	5	6	3	2	3	3
9750	22	1	3	5	4	4	1
9757	20	2	3	1	1	3	2
9762	47	5	4	5	4	4	3
9765	23	1	3	5	5	3	3
9774	18	1	6	3	5	3	4
9779	40	1	5	1	1	4	2
9784	25	2	2	1	5	4	4
9792	13	1	1	1	4	4	1
9795	41	2	2	1	4	4	1
9798	36	3	1	1	4	3	1
9809	13	6	2	3	4	4	3
9812	50	5	1	1	4	4	2
9828	35	6	1	1	1	4	2
9844	35	1	3	2	4	4	3
9872	25	6	6	5	4	4	4
9875	20	3	6	5	4	3	2
9890	45	1	1	1	4	4	1
9901	32	1	2	1	1	3	1
9910	43	1	7	5	4	4	1
9916	75	6	2	1	1	4	1
9924	46	1	2	1	4	4	3
9928	13	3	3	1	5	4	2
9934	0	5	6	5	4	4	1
9938	60	2	3	1	1	3	2
9949	23	6	3	1	4	3	3
9968	22	1	6	5	4	4	4
9984	17	1	3	1	4	3	2
9985	0	6	6	1	4	3	4
9989	31	1	2	1	4	4	4
9993	15	1	5	1	4	3	1
10005	3	2	1	5	4	1	2
10007	36	2	4	1	4	3	1
10009	18	1	6	5	4	3	1
10012	25	3	2	5	4	4	3
10017	27	1	4	1	4	4	2
10019	50	1	3	1	5	4	4
10023	12	1	6	2	4	4	3
10028	46	3	5	5	4	3	3
10029	67	1	1	5	1	4	2
10040	45	2	3	5	4	2	1
10045	52	1	7	2	4	4	1
10051	50	6	1	1	4	3	3
10057	75	6	1	1	4	4	3
10099	11	1	6	3	2	4	1
10100	18	1	6	1	4	4	4
10102	74	6	1	1	4	3	2
10110	58	1	1	2	4	4	1
10114	NA	NA	NA	NA	NA	NA	NA
10122	28	2	2	3	2	4	1
10123	65	1	2	NA	NA	NA	NA
10127	48	6	1	1	4	2	3
10139	55	1	6	1	4	2	4
10161	13	1	5	1	4	3	4
10164	55	1	3	5	4	4	4
10184	22	1	6	2	4	4	3
10188	34	6	1	5	4	4	3
10193	19	5	6	1	4	4	3
10196	57	1	2	1	3	4	3
10211	25	1	5	5	4	3	1
10224	65	6	7	5	4	4	1
10230	35	6	1	5	4	4	1
10240	63	1	1	5	4	4	2
10250	33	1	2	1	4	3	4
10257	38	1	1	1	4	3	4
10265	58	1	1	1	4	3	4
10270	35	3	6	5	1	3	1
10284	30	2	6	2	4	4	4
10285	29	6	1	5	4	2	4
10288	71	5	1	1	4	3	2
10289	66	6	7	1	4	3	1
10300	43	5	6	5	4	3	3
10303	70	6	7	1	4	3	4
10307	28	3	5	1	5	2	1
10309	65	1	2	5	4	3	2
10314	62	6	3	1	4	3	3
10326	16	6	6	5	4	4	3
10333	NA	NA	NA	NA	NA	NA	NA
10335	65	2	2	1	4	2	3
10352	50	2	3	1	4	4	4
10369	50	6	6	5	4	4	3
10370	12	1	3	3	2	4	4
10400	1	6	1	5	4	3	4
10402	26	6	5	4	4	3	4
10429	16	1	6	5	4	4	4
10435	65	6	1	5	4	3	4
10439	1	1	6	1	4	3	4
10443	60	2	2	1	4	4	3
10474	18	2	2	5	4	2	2
10476	50	6	1	1	4	4	2
10483	54	1	6	1	5	4	2
10488	70	6	1	1	4	2	1
10490	57	6	7	5	4	3	4
10492	25	2	3	5	4	3	4
10495	47	3	1	5	4	4	3
10501	NA	NA	NA	NA	NA	NA	NA
10508	60	6	5	1	4	3	1
10509	28	2	1	1	4	4	4
10516	60	1	1	5	4	4	1
10535	40	3	1	3	2	4	4
10560	40	6	1	5	4	3	3
10563	62	1	3	5	4	4	4
10572	67	6	7	3	2	4	4
10574	19	1	2	5	4	4	3
10580	55	6	7	1	4	4	4
10582	19	2	3	1	4	4	3
10599	81	1	3	5	4	4	1
10601	12	1	4	1	3	3	4
10649	36	1	6	1	4	3	3
10671	NA	NA	NA	NA	NA	NA	NA
10679	64	3	4	5	4	4	1
10680	13	6	6	5	4	4	2
10685	NA	NA	NA	NA	NA	NA	NA
10689	75	6	6	2	4	4	1
10690	70	6	1	1	4	4	2
10693	30	1	2	1	1	3	3
10711	39	1	2	5	4	4	3
10716	38	1	7	3	2	4	1
10719	41	6	7	5	1	3	4
10726	9	2	6	3	2	4	2
10749	17	2	3	5	4	2	2
10752	44	1	2	1	4	4	4
10769	NA	NA	NA	NA	NA	NA	NA
10772	16	1	1	1	5	4	4
10780	35	4	3	2	4	4	1
10782	23	6	2	5	4	4	4
10783	22	1	3	4	5	4	4
10787	19	6	4	5	4	3	3
10801	30	1	7	5	4	4	2
10802	15	6	5	1	4	3	4
10809	42	1	3	5	4	4	4
10817	65	5	1	5	4	3	4
10821	NA	NA	NA	NA	NA	NA	NA
10829	33	1	1	4	4	3	2
10831	19	3	4	5	4	3	3
10837	14	1	4	5	5	4	4
10851	20	6	4	1	4	3	3
10854	45	3	1	5	4	4	3
10855	20	1	6	1	4	3	2
10858	16	4	6	5	4	4	2
10859	60	1	1	1	4	3	3
10865	50	1	6	5	4	3	3
10874	19	1	3	5	4	4	4
10877	15	1	4	5	4	4	3
10884	35	1	6	1	4	3	4
10886	0	1	4	5	4	4	4
10887	32	1	1	1	2	4	4
10905	15	1	3	4	5	4	4
10907	16	2	4	5	5	3	2
10913	NA	NA	NA	NA	NA	NA	NA
10928	30	1	2	1	4	3	4
10937	18	1	2	1	4	3	3
10946	16	1	6	1	4	4	4
10957	39	1	2	5	4	3	4
10959	4	3	3	3	2	4	4
10962	21	6	2	1	4	4	4
10974	23	6	2	4	4	3	3
10982	19	1	2	1	4	4	3
10984	35	3	4	1	4	3	4
10988	45	1	1	1	4	3	4
11001	46	6	7	5	4	3	4
11002	21	4	6	2	4	4	1
11007	25	1	3	1	4	4	1
11023	15	6	4	1	4	4	2
11028	13	2	4	5	4	4	1
11029	17	1	2	5	4	2	3
11038	23	1	4	5	4	3	4
11045	37	3	4	1	4	2	1
11054	20	1	3	1	4	4	4
11056	30	2	5	5	1	4	4
11069	18	1	5	1	4	4	3
11074	19	2	3	5	4	4	1
11077	41	6	1	1	4	3	3
11094	13	1	1	4	1	2	3
11096	15	1	4	1	4	4	2
11099	25	1	1	5	4	4	4
11101	49	1	1	5	4	3	4
11121	NA	NA	NA	NA	NA	NA	NA
11127	18	3	6	5	4	4	1
11133	NA	NA	NA	NA	NA	NA	NA
11136	19	3	4	5	4	4	1
11139	23	2	3	1	3	4	3
11142	28	2	1	2	4	4	2
11156	17	1	6	4	4	4	1
11184	NA	NA	NA	NA	NA	NA	NA
11185	19	1	1	3	2	3	4
11214	27	6	7	1	4	4	4
11224	13	1	6	5	4	4	2
11234	33	3	4	5	4	4	2
11236	21	1	4	1	4	4	1
11238	30	6	1	5	4	4	4
11251	44	1	3	1	2	4	2
11257	14	1	6	5	4	4	1
11258	34	1	1	5	4	3	4
11264	3	1	6	5	4	4	4
11274	16	5	6	5	4	2	2
11270	22	1	2	1	4	3	3
11272	34	2	3	5	4	3	1
11279	13	5	1	5	4	4	3
11285	20	1	6	5	4	4	1
11286	38	2	1	1	4	2	3
11290	16	6	1	1	4	4	3
11299	16	1	3	4	4	1	2
11309	2	1	5	2	4	3	1
11314	48	6	1	1	4	2	4
11317	10	1	5	5	4	2	1
11320	0	6	7	1	2	4	4
11333	27	1	4	2	4	4	4
11334	40	3	5	1	4	3	2
11345	40	2	3	1	4	4	3
11349	42	6	1	2	4	4	1
11352	49	2	2	1	4	3	3
11361	27	1	1	2	5	4	4
11384	30	1	3	5	4	3	4
11394	38	1	1	1	3	4	4
11395	22	5	3	5	4	3	1
11412	36	6	5	5	4	4	4
11434	21	6	2	1	4	4	2
11436	19	2	3	5	4	3	4
11459	17	2	2	5	2	2	4
11474	22	6	2	4	4	4	4
11479	28	6	1	5	2	4	4
11483	52	2	3	5	4	2	4
11491	50	6	7	1	4	2	1
11499	24	6	4	5	4	3	3
11512	35	1	1	1	4	4	3
11517	28	2	1	1	4	3	3
11521	27	3	6	1	4	4	3
11532	18	1	6	5	4	3	4
11533	24	6	7	1	4	2	2
11536	35	1	1	1	4	4	4
11539	30	5	6	5	4	4	4
11559	32	1	2	5	4	4	2
11560	45	2	3	5	4	3	1
11561	55	2	3	1	4	4	2
11571	22	2	3	1	4	4	3
11578	27	2	3	1	1	4	4
11590	60	6	1	1	4	4	4
11598	46	5	1	1	4	3	3
11611	30	6	7	1	4	4	1
11635	13	1	1	1	4	3	4
11649	12	1	5	3	2	4	1
11653	54	4	3	1	4	4	4
11654	34	1	2	4	4	3	4
11666	13	1	6	5	4	4	4
11675	18	6	1	5	2	4	4
11677	14	1	3	5	4	4	1
11691	35	1	4	1	1	3	1
11694	15	1	5	5	4	4	4
11702	33	1	1	1	1	4	3
11719	15	3	1	1	5	3	2
11720	15	2	6	1	4	4	2
11743	33	1	2	5	4	4	2
11747	12	1	4	1	2	4	1
11763	16	1	6	5	4	4	1
11764	35	1	2	5	3	2	3
11772	45	1	1	5	4	4	3
11780	25	3	2	5	4	4	1
11782	62	2	1	5	4	3	4
11783	25	1	1	2	4	4	1
11789	15	3	3	3	2	4	2
11791	12	1	3	1	4	3	3
11794	55	1	2	1	4	4	4
11798	28	6	2	1	4	4	2
11806	25	3	2	5	4	4	1
11814	34	1	1	5	4	4	3
11817	19	2	3	1	4	4	1
11829	10	1	3	5	4	3	2
11866	24	6	5	1	4	4	2
11869	20	1	6	5	4	4	4
11876	41	1	2	5	4	4	4
11889	18	3	7	5	4	4	4
11892	35	1	3	5	4	2	4
11898	36	2	2	4	4	3	2
11905	22	6	1	5	4	4	1
11906	7	1	6	1	4	4	2
11908	26	2	7	5	4	4	4
11918	34	2	1	4	1	3	3
11935	49	6	6	1	1	3	4
11937	59	1	1	1	4	4	4
11942	26	5	5	5	3	3	4
11943	23	3	2	5	4	4	2
11955	52	1	2	5	4	4	3
11957	45	1	1	5	4	3	1
11959	45	1	2	5	4	3	3
11969	16	2	1	5	4	1	2
11980	NA	NA	NA	NA	NA	NA	NA
11981	15	1	4	5	4	4	2
11985	30	1	2	1	4	3	1
11991	23	1	6	5	5	4	4
12002	NA	NA	NA	NA	NA	NA	NA
12004	44	1	1	1	4	3	4
12005	19	1	4	5	4	3	1
12027	14	1	1	1	4	3	2
12031	10	5	1	NA	NA	NA	NA
12032	40	1	1	NA	NA	NA	3
12044	12	1	6	3	2	4	3
12048	48	1	1	5	1	4	4
12055	27	6	6	5	5	4	2
12063	13	6	3	1	4	4	2
12082	21	1	2	1	4	4	3
12083	31	2	1	5	4	3	4
12105	22	2	2	1	4	3	3
12124	21	1	2	2	4	4	3
12127	12	1	6	5	4	2	2
12137	24	5	5	1	4	4	1
12139	21	3	6	5	4	4	2
12140	17	6	7	1	4	3	3
12145	14	3	3	5	4	2	4
12149	12	2	4	5	4	3	1
12150	18	1	3	5	4	3	4
12153	23	4	4	1	1	4	3
12158	NA	NA	NA	NA	NA	NA	NA
12174	30	5	4	5	4	2	1
12176	0	1	4	1	2	3	3
12180	45	5	4	3	2	4	4
12185	20	6	1	1	1	3	1
12190	70	6	3	1	1	4	3
12194	61	1	4	1	1	4	4
12197	43	6	2	1	4	3	4
12202	13	1	5	5	4	2	4
12239	20	2	3	1	4	3	2
12243	22	1	3	5	4	4	1
12258	75	2	2	1	3	3	4
12271	12	1	5	1	4	3	3
12272	41	1	3	5	4	4	2
12273	0	6	7	5	2	4	1
12274	16	6	5	1	4	4	4
12277	50	6	1	1	1	3	2
12278	14	2	4	5	4	4	3
12287	40	2	5	4	1	4	3
12288	55	1	2	1	1	2	4
12291	20	1	4	1	4	4	1
12294	47	3	2	1	4	4	1
12296	23	1	3	1	3	3	4
12307	13	1	6	1	4	3	4
12333	18	1	2	1	3	3	2
12334	31	2	1	5	4	4	3
12357	30	1	3	5	4	3	3
12378	23	2	2	1	4	4	2
12400	NA	NA	NA	NA	NA	NA	NA

We were also interested in the transition variables that indicates how long an individual take to fully transition into their vegan/vegetarian diet:

• 1 - “1-6 days”
• 2 - “4-11 months”
• 3 - “1-2 years”
• 4 - “3-5 years”
• 5 - “6-10 years”
• 6 - “More than 10 years”
• 7 - “Don’t know

The SPSS syntax file provides a detailed list of all the columns and a short description about each column. This file was used to understand each column in the dataframe.