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

Input:
1st: DLO PowerBug Charger/Dock for iPod shuffle 2nd Generation (White). Electronics. Portable Audio & Video. DLO.
2nd: 2 Pack Battery And Charger Kit For Panasonic LUMIX DMC-SZ7, DMC-TS25 Digital Camera Includes 2 Extended Replacement (900Mah) DMW-BCK7 Batteries + Ac/Dc Rapid Travel Charger...
3rd: C2G 31348 Cat6 Cable - Snagless Unshielded Ethernet Network Patch Cable, Orange (5 Feet, 1.52 Meters). Electronics. Computers & Accessories. C2G.
4th: C2G 27167 Cat6 Cable - Snagless Unshielded Ethernet Network Patch Cable, White (100 Feet, 30.48 Meters). Electronics. Computers & Accessories. C2G.
5th: Tiffen 58mm UV Protection Filter. Electronics. Camera & Photo. Tiffen.
6th: Tiffen 62mm UV Protection Filter. Electronics. Camera & Photo. Tiffen.
7th: Fotasy 40.5mm Conversion Lens Adapter & Premier Cloth for Olympus Tough TG-1 TG-2 TG-3 TG-4 digital cameras, replaces OLYMPUS CLA-T01. Electronics. Camera & Photo. Fotasy.
8th: Clic Stic CIAK-0010 Universal Camera Handle for Digital Point and Shoot Cameras and Camcorders. Electronics. Camera & Photo. Clic Stic.
9th: Tiffen 43MM UV Protector Filter. Electronics. Camera & Photo. Tiffen.
10th: Kapaxen Complete AC Power Adapter Kit (DMW-AC5PP Plus DMW-DCC7) for Panasonic Lumix DMC-LX5 DMC-LX7 Digital Cameras. Electronics. Computers & Accessories. KAPAXEN.
11th: BM Premium LI90, LI92 Battery Charger for Olympus Tough TG-5, TG-Tracker, SH-1, SH-2, SP-100, SP-100 IHS, Tough TG-1 iHS, Tough TG-2 iHS, Tough TG-3, Tough...
12th: C2G/Cables to Go 27183 Cat6 Snagless Unshielded (UTP) Network Patch Cable, Red (10 Feet/3.04 Meters). Electronics. Computers & Accessories. C2G.
13th: Winegard Platinum Series HD7694P Long Range TV Antenna (Outdoor / Attic, 4K Ultra-HD Ready, ATSC 3.0 Ready, High-VHF / UHF) - 45 Mile Range HD...
14th: Passive 3D Prescription Clip-On Best Performance and fit available. Electronics. Accessories & Supplies. AHT.3D.
15th: Vizio Smart Keyboard Remote For Internet TV. Electronics. Accessories & Supplies. VIZIO.
16th: Skullcandy Smokin' Buds 2 Noise Isolating Earbuds with In-Line Microphone and Remote, Moisture Resistant, Oval-Shaped and Angled for Long-Term Comfort, Black. Electronics. Headphones. Skullcandy.
17th: Mediabridge Armband for iPod Touch - 5th / 6th Generation ( Clear ) - Model AB1 (Part# AB1-IPT5-CLEAR ). Electronics. Portable Audio & Video. Mediabridge.
18th: Bargains Depot [0.24-inch Micro-fiber Tips Series] 4 Packs Replaceable Hybrid Fiber Tip Stylus/Styli - 5.5"L Thin-Tip/ Ultra Sensitive /High Precision With Bonus 4 Replacement Tips...
19th: AUKEY [Upgraded] USB Hub 3.0, Aluminum 7 Port USB 3.0 Data Hub with 12V/2.5A Power Adapter, 3.3ft USB Cable for MacBook Air, Mac mini, iMac,...
20th: Cable Shield Cord Cover - Model: CSX-4 - Length: 59" - Color: Brown. Electronics. Accessories & Supplies. Electriduct.
21st: Snap-N-Store CD Storage Box, 13.25 x 5.125 x 5.125 Inches, Black (SNS01521). Electronics. Accessories & Supplies. Snap-N-Store.
22nd: LG Electronics 14X USB 3.0 Super-Multi External Blu-ray Disc Rewriter BE14NU40 (DVD+/-RW with M-DISC Support). Electronics. Computers & Accessories. LG.
23rd: Snap-N-Store DVD Storage Boxes, 15.5 x 5.5 x 7.625 Inches, Black, 2 Boxes per Pack (SNS01618). Electronics. Accessories & Supplies. Snap-N-Store.
24th: CD DVD DuPont White Tyvek Sleeves with 4" Clear Window and Flap (Automated Packaging Grade) 100 Pack. Electronics. Accessories & Supplies. Unknown.
25th: Memorex 01961 CD/DVD Paper Sleeves (White, 100 Pack). Electronics. Accessories & Supplies. Memorex.
26th: Zebora ZQF510 720P Remote Monitoring Surveillance Internet WiFi Wireless IP Security Camera, Baby Video Monitor or Pet Monitor with Motion Detection, Two-Way Audio and Night...
27th: JFJ Easy Pro Universal CD/DVD Blu-Ray Repair Machine 110V with Extra Supply Kit (Up to 250 Repairs). Electronics. Accessories & Supplies. JFJ.
28th: FYY Leather Case with Apple Pencil Holder for iPad Air 2/iPad Air/iPad 9.7 2017/2018 - Folio Flip Wallet Case Smart Cover with Hand Strap Card...
29th: ZAGG InvisibleShield Original Screen Protector (Wet Apply) for Apple iPad Air/ iPad Air 2. Electronics. Computers & Accessories. ZAGG.
30th: Showpin Magnetic Project Mat Prevent Small Electronics Losing Rewritable Work Surface Mat. Electronics. Computers & Accessories. SHOWPIN.

Options:
A: Home Dynamix Catalina Virginia Area Rug 7'10"x10'2", Geometric Black/Brown. Home & Kitchen. Home Dcor. Home Dynamix.
B: Interlogix Indoor Wireless SAW PIR Detector. Electronics. Security & Surveillance. Interlogix.
C: Cork Mat Rectangle (450 X 300 X 10MM). Home & Kitchen. Kitchen & Dining. Cleverbrand.
D: Wald Steel Stem #4, Quill .833" x 5" Tall 25.4mm Chrome.  Wald.
E: Timolino VPJ-60TEMBW 20-Ounce Majestica Coffee and Tea Maker, Amber Brown. Home & Kitchen. Kitchen & Dining. Timolino.
F: ARTSCAPE 1 Quatrefoil Window Accent, 2" x 2", 12" x 12". Home & Kitchen. Home Dcor. ARTSCAPE.
G: Kenwood KDC-452U Single-DIN In-Dash CD Receiver. Electronics. Car & Vehicle Electronics. Kenwood.
H: Cables Unlimted ADP5200 USB Mice and Keyboards To PS/2 Port Adapter. Electronics. Computers & Accessories. Cables Unlimited.
I: Mizuno Women's Select Belted Piped Pant. Sports & Outdoors. Sports & Fitness. Mizuno.
J: CablesOnline 36 inch Universal Floppy Drive Ribbon Cable for 3.5 or 5.25in Drives, (FF-002). Electronics. Computers & Accessories. CablesOnline.
K: Good Cook 25770 Epicure Basting Spoon. Home & Kitchen. Kitchen & Dining. Good Cook.
L: ASUS Mini ITX DDR3 1600 LGA 1150 Motherboard Q87T/CSM. Electronics. Computers & Accessories. Asus.
M: Cable Management Sleeve | 5 Pack | 20” White Cable Organizer Made From Premium Quality Flexible Neoprene | Baltic Living Cord Organizer. Electronics. Accessories &...
N: Swissler Tropical Infusion Water Bottle, Create Your Own Naturally Flavored Fruit Infused Water, Juice, Iced Tea, Lemonade & Sparkling Beverages -24 OZ-(Red). Sports & Outdoors...
O: Famavala Case For Amazon Echo , Premium Vegan Leather Carry Case Cover Sleeve For Amazon Echo (SkyBlue). Electronics. Accessories & Supplies. Famavala.
P: ALPS Light Weight Snowshoes Set for kids, Boys & Girls +Trekking Poles,Carrying Tote Bag 14"/17"/19". Sports & Outdoors. Outdoor Recreation. ALPS.
Q: UGREEN RJ45 Coupler Cat7 Cat6 Cat5e Ethernet Cable Extender Adapter LAN Connector in Line Coupler Female to Female (Black). Electronics. Accessories & Supplies. UGREEN.
R: MXY Foldable Fan Japanese Style Handheld Round Folding Beautiful Pattern Fan Great Wedding Decoration, Birthdays, Home Pack of 1 Unit (Random Color&Pattern). Home & Kitchen...
S: Travel Bottle, BPA Free, 4 Refillable Owl Portable Leak Proof Silicone Containers for Shampoo, Conditioner, Lotion, Honey and More (4 x 2.8 fl oz, 83ml)...
T: Creative Converting 50 Count Snowman Dots Disposable Paper Cups. Home & Kitchen. Furniture. Creative Converting.
Answer: O