Instruction: Rank items in listed options based on the user's purchase history to determine the item that the user is most likely to purchase next. Output the item with the highest likelihood of being the next purchase.

Input:
1st: Ionic Breeze Quadra Silent Air Purifier, Original Silent Air Cleaner, Now with OzoneGuard - Gray (SI837GRY). Home & Kitchen. Heating, Cooling & Air Quality. Sharper...
2nd: Bissell 3574 CleanView II Upright Bagless Vacuum. Home & Kitchen. Vacuums & Floor Care. Bissell.
3rd: Bissell 20Q9 CleanView II Plus Upright Bagless Vacuum. Home & Kitchen. Vacuums & Floor Care. Bissell.
4th: Patton U2-2003-UC 20-Inch Velocity Air Circulator. Home & Kitchen. Heating, Cooling & Air Quality. Patton.
5th: Hamilton Beach 04383 True Air Allergen-Reducing Air Cleaner, White. Home & Kitchen. Heating, Cooling & Air Quality. Hamilton Beach.
6th: Good Cook Classic Oven Thermometer NSF Approved. Home & Kitchen. Kitchen & Dining. Good Cook.
7th: Nostalgia HSB590 1-Gallon Stainless Steel Margarita & Slush Maker. Home & Kitchen. Kitchen & Dining. Nostalgia Electrics.
8th: Bissell Steam & Sweep Pet Hard Floor Cleaner, 46B43. Home & Kitchen. Vacuums & Floor Care. Bissell.
9th: Sunbeam Heated Blanket | Microplush, 10 Heat Settings, Mushroom, Twin. Home & Kitchen. Bedding. Sunbeam.
10th: Sunbeam Heated Blanket | Microplush, 10 Heat Settings, Slate, Queen. Home & Kitchen. Bedding. Sunbeam.
11th: Honeywell HFD300 AirGenius3 AirCleaner/Odor Reducer, 250 sq ft. Home & Kitchen. Heating, Cooling & Air Quality. Honeywell.
12th: Nearly Natural 6608 Bougainvillea Hanging Basket Decorative Silk Plant, Beauty. Home & Kitchen. Home Dcor. Nearly Natural.
13th: Eureka AirSpeed ONE Pet, Bagless Upright Vacuum AS2030A - Corded. Home & Kitchen. Vacuums & Floor Care. Eureka.
14th: Nearly Natural 6025 Nasturtium Silk Hanging Basket, Multicolored. Home & Kitchen. Home Dcor. Nearly Natural.
15th: Whirlpool WMH31017AW Microwave. Home & Kitchen. Kitchen & Dining. Whirlpool.
16th: Apache Mills Cushion Comfort Gourmet Fruit Kitchen Mat, 20-Inch by 42-Inch. Home & Kitchen. Kitchen & Dining. Apache Mills.
17th: C.R. Gibson 4 by 6-Inch Recipe File Box, Jessie Steele Cherry Cupcakes. Home & Kitchen. Kitchen & Dining. C.R. Gibson.
18th: Lynk Professional Roll Out Pan Lid Holder and Pull Out Kitchen Cabinet Organizer Rack, 7.25w x 21d x 9h-inch, Chrome. Home & Kitchen. Kitchen &...
19th: Woodlore Breeze Blocker, 36-Inches. Home & Kitchen. Home Dcor. Woodlore.
20th: Febreze Eureka Aa Replacement Vacuum Bag, 3-Pack. Home & Kitchen. Vacuums & Floor Care. Febreze.
21st: Holmes Xpress Comfort Warm Mist Humidifier HWM5850MM-UM. Home & Kitchen. Heating, Cooling & Air Quality. Holmes.
22nd: T-fal 874600 Classic Avante 2-Slice Toaster with Bagel Function, Black. Home & Kitchen. Kitchen & Dining. T-fal.
23rd: InterDesign Med+ Toothbrush and Toothpaste Holder – Perfect Bathroom Medicine Cabinet Organizer, Clear. Home & Kitchen. Bath. InterDesign.
24th: ArtToFrames 18x22 inch Black Picture Frame, WOMFRBW72079-18x22. Home & Kitchen. Home Dcor. ArtToFrames.
25th: Honeywell 16200 HEPAClean Tabletop Air Purifier. Home & Kitchen. Heating, Cooling & Air Quality. Honeywell.
26th: Holmes Group HAP9414-UA HEPA-Type Air Purifier with Allergen Remover Filter. Home & Kitchen. Heating, Cooling & Air Quality. Holmes.
27th: Proctor Silex 2-Slice Toaster, Black (22210). Home & Kitchen. Kitchen & Dining. Proctor Silex.
28th: All-Clad 700362 MC2 Professional Master Chef 2 Stainless Steel Bi-Ply Bonded Oven Safe PFOA Free Cookware Set, 10-Piece, Silver. Home & Kitchen. Kitchen & Dining...
29th: Sunbeam Heated Fleece Electric Blanket, Twin Size, 10 Hour Shut Off with a 6 Foot Cord, Off White. Home & Kitchen. Bedding. Sunbeam.
30th: Universal 11381 Indoor/Outdoor Clock, 13 1/2", Black. Home & Kitchen. Home Dcor. Universal.
31st: T-fal GC70 OptiGrill Electric Grill, Indoor Grill, Removable Nonstick Dishwasher Safe Plates, 4 Servings, Silver. Home & Kitchen. Kitchen & Dining. T-fal.
32nd: Spectrumrug Traditional Area Rug, Royal Treasure, 92" W x 124" L, Red. Home & Kitchen. Home Dcor. Spectrumrug.
33rd: Vicks Warm Mist Humidifier, Vicks Humidifier for Bedrooms, Baby, Kids Rooms, 1 Gallon, Auto Shut-Off, Filter-Free, 24 Hrs of Moisturized Air, use with Vicks VapoSteam...
34th: DII Foldable Fabric Storage Bins for Nursery, Offices, Home, Containers are Made to Fit Standard Cube Organizers, Small-11 x 11 x 11, Starburst Gray. Home...
35th: Madison Park Sarasota Microcell Down Alternative Comforter Mini Set, Full/Queen, Ivory. Home & Kitchen. Bedding. Madison Park.
36th: SpaceSaver Premium Reusable Vacuum Storage Bags (Jumbo 6 Pack), Save 80% More Storage Space. Double Zip Seal & Leak Valve, Travel Hand Pump Included. Home...
37th: Smoke Odor Exterminator Candle, Hot Apple Cobbler, 13 oz. Home & Kitchen. Home Dcor. Smoke Odor Exterminator.
38th: XREXS Large Display Countdown Up Timer Clock Digital Kitchen Timer Magnetic Loud Alarm Cooking Timer with Stand (White-Battery Included. Home & Kitchen. Kitchen & Dining...
39th: Wooden Cheval Floor Mirror, White Finish by eHomeProducts. Home & Kitchen. Home Dcor. eHomeProducts.
40th: Ottomanson CTW1005-13X13 8 Piece Turkish Cotton Towels, 13" X 13"-Set of 8, Mint. Home & Kitchen. Bath. Ottomanson.

Options:
A: Chic Home Tina Printed Contemporary 3-Piece Duvet Cover Set, Full, Turquoise. Home & Kitchen. Bedding. Chic Home.
B: Yvolution Y Fliker F1 Flow Kids Drifting Scooter. Sports & Outdoors. Outdoor Recreation. Yvolution.
C: Franklin Sports MLB Kids Baseball Tee - Fold Away Baseball Tee with Carry Case. Sports & Outdoors. Sports & Fitness. Franklin Sports.
D: Bluecell 5” Inch GPS Navigator Sun Shade Anti Reflective for Garmin Nuvi 1450 1450T 1490T SB500G or Other’s 5 Inch GPS Device. Electronics. GPS, Finders...
E: Set of 2 Shiny Stainless Steel Mason Jar Lids with Straws for Small Mouth Jars. Home & Kitchen. Kitchen & Dining. unknown.
F: Violet Linen Imperial Embroidered Vintage Lace Design Oblong/Rectangle Tablecloth, 70" x 120", Cream. Home & Kitchen. Kitchen & Dining. Violet Linen.
G: Fruit Infused Water Bottle - Large 32 Oz - NEW Color Options - InfusionH2O. Sports & Outdoors. Sports & Fitness. InfusionH2O.
H: New Tactical MP5 H&K GSG-5 Claw Scope Mount. Sports & Outdoors. Sports & Fitness. TACBRO.
I: Genuine Kirby Generation 6 Dusting Brush Assembly. Home & Kitchen. Vacuums & Floor Care. Kirby.
J: Duralex - Paris Clear Dessert Plate 20,5 cm 8 1/8" s/6. Home & Kitchen. Kitchen & Dining. Duralex.
K: Handmade Decorative Wooden Jewelry Box Jewelry Organizer Keepsake Box Treasure Chest Trinket Holder Watch Box Storage Box 8 x 5 Inches Birthday Housewarming Gift Ideas...
L: Mozaik Premium Plastic Classic Stainless Steel Coated Assorted Cutlery, 32 pieces. Home & Kitchen. Kitchen & Dining. Mozaik.
M: Prepworks by Progressive Salad Tongs, Polished Stainless Steel - 9 Inch. Home & Kitchen. Kitchen & Dining. Progressive.
N: Scubamax Rounded Tip Stainless Steel BC Knife - Black. Sports & Outdoors. Outdoor Recreation. United.
O: Smith & Wesson SWMP1BS-BRK Magic A/O Folder. Sports & Outdoors. Sports & Fitness. Smith & Wesson.
P: Ricoh TH-1 (Water resistant) Hard Case (Clear). Electronics. Camera & Photo. Ricoh.
Q: Power Acoustik PD-454B 4.5" Single-DIN in-Dash Oversized & Detachable LCD Touchscreen DVD Receiver. Electronics. Car & Vehicle Electronics. Power Acoustik.
R: Ginsu Koden Series 14-Piece Stainless Steel Serrated Knife Set – Cutlery Set with Stainless Steel Kitchen Knives in a Black Block, 05202DS. Home & Kitchen...
S: Allen Blue Canvas Heritage Fishing Creel Bag Adjustable Strap 13 in. Sports & Outdoors. Sports & Fitness. Allen.
T: Lanzar DCT 1-Inch Silk Dome Neodymium Flush, Surface or Angle Mount Tweeter. Electronics. Car & Vehicle Electronics. Lanzar.
Answer: L