Instruction: Rank the items in options and predict the user's next purchase from the listed options by analyzing her historical purchases.

Input:
1st: Canon PowerShot S95 10 MP Digital Camera with 3.8x Wide Angle Optical Image Stabilized Zoom and 3.0-Inch LCD. Electronics. Camera & Photo. Canon.
2nd: URC R50 Digital Universal Remote Control for up to 18 Components (Discontinued by Manufacturer). Electronics. Accessories & Supplies. URC.
3rd: WD My Passport Essential 320 GB USB 2.0 Portable External Hard Drive (Real Red). Electronics. Computers & Accessories. Western Digital.
4th: Sony NEX-7 24.3 MP Mirrorless Digital Camera - Body Only (OLD MODEL). Electronics. Camera & Photo. Sony.
5th: Panamax Pm8-Ex 8 AC Outlet Surge Protectors. Electronics. Accessories & Supplies. Panamax.
6th: Apple Mac Pro MD770LL/A Desktop (OLDER VERSION) (Discontinued by Manufacturer). Electronics. Computers & Accessories. Apple.
7th: Canon EF 180mm f3.5L Macro USM AutoFocus Telephoto Lens for Canon SLR Cameras. Electronics. Camera & Photo. Canon.
8th: BlueRigger In-Wall High Speed HDMI Cable - 15 Feet - CL3 Rated - Supports 4K, Ultra HD, 3D, 1080p, Ethernet and Audio Return (Latest Standard)...
9th: StarTech.com 3 ft Mini DisplayPort to DisplayPort 1.2 Adapter Cable M/M - DisplayPort 4k with HBR2 support - 3 feet Mini DP to DP Cable...
10th: Seagate Backup Plus 1TB Desktop External Hard Drive USB 3.0 (STCA1000100). Electronics. Computers & Accessories. Seagate.
11th: STK LP-E6 Battery for Canon 5D Mark II III and IV, 70D, 5Ds, 6D, 5Ds, 80D, 7D, 60D, 5Ds R DSLR Cameras BG-E14, BG-E13, BG-E11,...
12th: D & K Exclusives® Gold Plated 3.5mm Male to 2.5mm Female Headphone Audio Adapter Jack Stereo or Mono for Apple iPhone 3GS 4G 4S 5...
13th: Genuine Replacement Ear Pads Cushions for SENNHEISER HD433 HD435 MANHATTAN HD435 VEGAS Old-HD435-model HD60 TV EH1430 Headphones. Electronics. Accessories & Supplies. Sennheiser.
14th: Sony 49mm Front Lens Cap ALCF49S. Electronics. Camera & Photo. Sony.
15th: Canon EOS 5D Mark III 22.3 MP Full Frame CMOS with 1080p Full-HD Video Mode Digital SLR Camera (Body). Electronics. Camera & Photo. Canon.
16th: Neewer Photo Studio Bracket Grip Holder 24"-47"/60-120cm Swivel Head Reflector Arm Support + 6Ft/75" Photography Light Stand. Electronics. Camera & Photo. Neewer.
17th: WD 1TB Silver My Passport for Mac Portable  External Hard Drive  - USB 3.0  - WDBLUZ0010BSL-NESN. Electronics. Computers & Accessories. Western Digital.
18th: SanDisk Extreme 128GB U3/UHS-I SDXC with 4K Ultra HD, up to 80MB/s Read; 60MB/s Write- SDSDXN-128G-G46 [Older Version]. Electronics. Computers & Accessories. SanDisk.
19th: Neewer Black Metal Quick Release L-Plate Bracket Hand Grip for Sony Alpha A7IIA7RIIFits Arca-Swiss Standard. Electronics. Camera & Photo. Neewer.
20th: Chromo Inc CI55000020 160 LED CI-160 Dimmable Ultra High Power Panel, Camcorder Video Light for Canon, Nikon, Pentax, Panasonic, Sony, Samsung and Olympus Digital SLR...
21st: Sony SEL24240 FE 24-240mm f/3.5-6.3 OSS Zoom Lens for Mirrorless Cameras. Electronics. Camera & Photo. Sony.
22nd: Wasabi Power Battery (2-Pack) and Charger for Olympus BLN-1, BCN-1 and Olympus OM-D E-M1, OM-D E-M5, PEN E-P5. Electronics. Camera & Photo. Wasabi Power.
23rd: XS Earbuds with Microphone and Volume Control, Bluetooth Headphones Earphones Noise Canceling, XS Max Earphones with Mic Compatible with iPhone 7/7 Plus/iPhone 8/8 plus/X XR/XS...
24th: Jiexing Center Pinch Lens Cap Bundle - 3 Snap-on Lens Covers 62MM for DSLR Cameras including Nikon,Canon,Sony other Cameras with a 62MM Filter Thread Lens...
25th: Lexar Professional 633x 256GB SDXC UHS-I/U3 Card - LSD256CBNL633. Electronics. Computers & Accessories. Lexar.
26th: Godox Pb960 Battery Canon Flash Cable for Canon 580ex ii, 580ex, 430ex, 550ex, Yn560. Electronics. Accessories & Supplies. Godox.
27th: Rega - Rega - RP1 Turntable w/Performance Pack - Grey. Electronics. Home Audio. REGA.
28th: TP-Link AV1200 3-Ports Gigabit Powerline ethernet Adapter Starter Kit, Pass-Through, Powerline speeds Up to 1200Mbps(TL-PA8030P KIT). Electronics. Computers & Accessories. TP-LINK.
29th: TP-Link AV1200 Powerline Ethernet Adapter - Gigabit Port, Plug&Play, Power Saving(TL-PA8010 KIT). Electronics. Computers & Accessories. TP-LINK.
30th: TP-Link AV600 Powerline Ethernet Adapter - Plug&Play, Power Saving, Nano Powerline Adapter(TL-PA4010 KIT). Electronics. Computers & Accessories. TP-LINK.
31st: Artisan 240 Disc Black Faux Leather DVD Album for 120 Liner Notes & Title Cover Page Capacity Using Metal Ring Binder. Electronics. Accessories & Supplies...
32nd: REGA - RP1 Turntable (Gray). Electronics. Home Audio. REGA.
33rd: Pyle Phono Turntable Preamp - Mini Electronic Audio Stereo Phonograph Preamplifier with RCA Input, RCA Output & Low Noise Operation Powered by 12 Volt DC...
34th: Cmple - 2.5mm Mono Plug To 3.5mm Mono Jack Adapter. Electronics. Accessories & Supplies. Cmple.
35th: SPIN-CLEAN - STARTER KIT RECORD WASHER SYSTEM Mk2, Frustration-Free Packaging. Electronics. Accessories & Supplies. SPIN CLEAN.
36th: Lineco Self-Adhesive Polypropylene Mounting Corners, Full View, 3 inches, Package of 100 (L533-0037). Electronics. Camera & Photo. Lineco.
37th: YAQIN MS23B upgraded version of MS22B 12AX7B X2 Stereo Tube Phono Stage. Electronics. Home Audio. Yaqin.

Options:
A: Stainless Steel Fine Mesh Oil Skimmer Strainer. Home & Kitchen. Kitchen & Dining. EIN.
B: DHP Canopy Bed with Sturdy Bed Frame, Metal, Twin Size - White. Home & Kitchen. Furniture. DHP.
C: 1byone Thin and Shiny Indoor HDTV Antenna, 25 Miles Range with 16.5 Feet Extra Long High Performance Coaxial Cable. Electronics. Accessories & Supplies. 1 BY...
D: Monster Pod MPX01C Tripod Stand. Electronics. Camera & Photo. Monster.
E: 100% Silk Pillowcase for Hair Luxury 25 Momme Mulberry Silk, Charmeuse Silk on Both Sides -Gift Wrapped (King, White). Home & Kitchen. Bedding. Celestial Silk.
F: BQLZR DC 12V~24V 8A Automatic LED PIR Motion Sensor Switch Light Lighting Delay Time 10 Seconds for Staircase. Electronics. Security & Surveillance. BQLZR.
G: Logitech MX Revolution Cordless Laser Mouse for Apple Mac - Black (910-000673). Electronics. Computers & Accessories. Logitech.
H: Meily(TM) Women Infinity Double Heart Anchor Leather Cute Charm Bracelet Silver DIY. Sports & Outdoors. Fan Shop. BTG.
I: Maxell 190303 In Ear Bud With Mic. Electronics. Headphones. Maxell.
J: 700mAh Battery for Garmin forerunner 205, forerunner 305, 361-00026-00 NEW. Electronics. GPS, Finders & Accessories. Cameron Sino.
K: Valtev Small Folding Pocket Knife, Curved Anodized Aluminium Handle, Quality Stainless Steel lockback Blade, Sturdy Nylon Pouch. Sports & Outdoors. Sports & Fitness. Valtev.
L: Intex Cozy Kidz Inflatable Airbed, (Colors May Vary), 1 Bed. Home & Kitchen. Bedding. Intex.
M: Fujifilm 20-INS200KIT Instax Wide Film 200 Image Kit. Electronics. Camera & Photo. Fujifilm.
N: Sylvania NB620SL1 Wireless Enabled Blu-Ray Disc Player, Black. Electronics. Television & Video. Sylvania.
O: ClosetMaid 1021 Wire Shelf Kit, 2-Feet X 12-Inch, White. Home & Kitchen. Storage & Organization. ClosetMaid.
P: SKstyle High Quality New Laptop Battery MR90Y for Dell Inspiron 14R Series (N3421 N5421 5437), Dell Inspiron 15 Series (3521, 5521, 5537), Dell Inspiron 17...
Q: Whistler XTR-438 Laser Radar Detector High Performance 360 Degree Alerts No Dead Zones. Electronics. Car & Vehicle Electronics. Whistler.
R: Instant Cooling Towel 40" High Tech Stitch and Material Neck Head Back Relief - Accessory For Sports Enthusiasts, Outdoor Physical Activities, Gyms, Traveling, Even Pets-...
S: Bluetooth 4.0 Phone Tracker Alarm iTag Mini Wireless Key Finder for Anti-lost, Selfie Shutter, Compatible with IOS and Android Smartphones for Locating Pets, Children, Keys,...
T: Avengers Marvel Assemble Hawkeye Longshot Bow Toy. Sports & Outdoors. Sports & Fitness. Marvel.
Answer: C