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process.py
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process.py
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import pandas as pd
import numpy as np
import requests
import re
import time
from random import randint
from decimal import Decimal
from nltk.corpus import stopwords
from nltk.stem.snowball import SnowballStemmer
pd.set_option('display.line_width', 5000)
pd.set_option('display.max_columns', 60)
count = 0
###########################################################################################
# -------------------------------Spell Checking with google-------------------------------#
START_SPELL_CHECK="<span class=\"spell\">Showing results for</span>"
END_SPELL_CHECK="<br><span class=\"spell_orig\">Search instead for"
HTML_Codes = (("'", '''),('"', '"'),('>', '>'),('<', '<'),('&', '&'),)
def spell_check1(s):
q = '+'.join(s.split())
time.sleep( randint(0,1) ) #relax and don't let google be angry
r = requests.get("https://www.google.co.uk/search?q="+q)
content = r.text
start=content.find(START_SPELL_CHECK)
if ( start > -1 ):
start = start + len(START_SPELL_CHECK)
end=content.find(END_SPELL_CHECK)
search= content[start:end]
search = re.sub(r'<[^>]+>', '', search)
for code in HTML_Codes:
search = search.replace(code[1], code[0])
search = search[1:]
else:
search = s
#print search
return search
def spell_check(s,spell_check_dict):
if s in spell_check_dict.keys():
print spell_check_dict[s]
return spell_check_dict[s]
else:
return s
spell_check_dict={
'steele stake': 'steel stake',
'gas mowe': 'gas mower',
'metal plate cover gcfi': 'metal plate cover gfci',
'lawn sprkinler': 'lawn sprinkler',
'ourdoor patio tile': 'outdoor patio tile',
'6 teir shelving': '6 tier shelving',
'storage shelve': 'storage shelf',
'American Standard Bone round toliet': 'American Standard Bone round toilet',
'6 stell': '6 steel',
'fece posts metal': 'fence posts metal',
'cushions outdoorlounge': 'cushions outdoor lounge',
'pricepfister kitchen faucet g135': 'price pfister kitchen faucet g135',
'glaciar bay toiled': 'glacier bay toilet',
'glacie bay dual flush': 'glacier bay dual flush',
'glacier bay tiolet tank lid': 'glacier bay toilet tank lid',
'handycap toilets': 'handicap toilets',
'high boy tolet': 'highboy toilet',
'gas wayer heaters': 'gas water heaters',
'basemetnt window': 'basement window',
'rustollum epoxy': 'rustoleum epoxy',
'air /heaterconditioner window': 'air /heat conditioner window',
'spliter ac unit': 'splitter ac unit',
'berh deck over': 'behr deck over',
'28 snow thower': '28 snow thrower',
'base board molding boundle': 'baseboard molding bundle',
'1 infloor flange': '1 in floor flange',
'10 window sping rod': '10 window spring rod',
'combo powertool kit': 'combo power tool kit',
'desalt impact 18': 'dewalt impact 18',
'rigid lithium ion batteries fuego drill': 'ridgid lithium ion batteries fuego drill',
'fiberglass repir kit': 'fiberglass repair kit',
'portable air condtioners': 'portable air conditioners',
'wall pannels': 'wall panels',
'2X4 SRUDS': '2X4 STUDS',
'frostking window shrink film': 'frost king window shrink film',
'Florescent Light Bulbs': 'Fluorescent Light Bulbs',
'violet flourescent light': 'violet fluorescent light',
'lawn mower- electic': 'lawn mower- electric',
'closetmade': 'closetmaid',
'greecianmarble floor tile': 'grecian marble floor tile',
'join compound wall tile': 'joint compound wall tile',
'montagnia contina floor tile': 'montagna cortina floor tile',
'porcelin floor tile 6x24': 'porcelain floor tile 6x24',
'three wayy': 'three way',
'incide wall heater': 'inside wall heater',
'westminster pedistal combo': 'westminster pedestal combo',
'water softners': 'water softeners',
'miricale': 'miracle',
'sliding windos locks': 'sliding window locks',
'20v dewalt kombo': '20v dewalt combo',
'DEWALT VACCUM': 'DEWALT VACUUM',
'lithium 20 dewalt': 'lithium 20v dewalt',
'water heather': 'water heater',
'riobi blower vac 9056': 'ryobi blower vac 9056',
'DRAWEER PULLS': 'DRAWER PULLS',
'bagged cinder mulch': 'bagged cedar mulch',
'hindges': 'hinges',
'chair rail hieght': 'chair rail height',
'celling light': 'ceiling light',
'tub repair kit procelian': 'tub repair kit porcelain',
'dewalr tools': 'dewalt tools',
'zinc plated flatbraces': 'zinc plated flat braces',
'cieling': 'ceiling',
'control celing fan': 'control ceiling fan',
'roll roofing lap cemet': 'roll roofing lap cement',
'cedart board': 'cedar board',
'lg stcking kit': 'lg stacking kit',
'ajustable ladder feet': 'adjustable ladder feet',
'milwakee M12': 'milwaukee M12',
'garden sprayer non pump': 'garden sprayer no pump',
'roof rdge flashing': 'roof edge flashing',
'cable prime line emergensy open': 'cable prime line emergency open',
'roybi l18v': 'ryobi l18v',
'milwaukee 18-volt lithium-ion cordlessrotary hammerss': 'milwaukee 18-volt lithium-ion cordless rotary hammers',
'bath sinnk': 'bath sink',
'bathro sinks': 'bathroom sinks',
'bathroom pedelal sink': 'bathroom pedestal sink',
'epoxy concrete pain': 'epoxy concrete paint',
'pool suppll': 'pool supply',
'3-3 galvinized tubing': '3-3 galvanized tubing',
'portable air conditionar and heater': 'portable air conditioner and heater',
'vynal windows': 'vinyl windows',
'aluminun tread plate': 'aluminum tread plate',
'3/4 vlve': '3/4 valve',
'kitchen ceiling lightening': 'kitchen ceiling lighting',
'led fixtues for the kitchen': 'led fixtures for the kitchen',
'wall design cermic': 'wall design ceramic',
'door chim buttons': 'door chime buttons',
'plastice corrugated panels': 'plastic corrugated panels',
'doors gaurds': 'doors guards',
'24 inche sink and vanity for bath': '24 inch sink and vanity for bath',
'24 swantone vanity top': '24 swanstone vanity top',
'40 wattsolar charged lights': '40 watt solar charged lights',
'buikids toilet seat': 'buy kids toilet seat',
'toliet seats': 'toilet seats',
'land scaping timbers': 'landscaping timbers',
'everblit heavy duty canvas dropcloth': 'everbilt heavy duty canvas drop cloth',
'3/4 sharkbits': '3/4 sharkbite',
'bath rom toilets': 'bathroom toilets',
'alumanam sheets': 'aluminum sheets',
'huskvarna': 'husqvarna',
'treate 2x4': 'treated 2x4',
'12000 btuair conditioners window': '12000 btu air conditioners window',
'air conditioner vbration': 'air conditioner vibration',
'heith-zenith motion lights': 'heath-zenith motion lights',
'small paint rollerss': 'small paint rollers',
'fencde posts': 'fence posts',
'knoty pine fencing': 'knotty pine fencing',
'metal sheet underpenning': 'metal sheet underpinning',
'plastic untility shelves': 'plastic utility shelves',
'christmass lights': 'christmas lights',
'garlend lights': 'garland lights',
'ceilig fan mount': 'ceiling fan mount',
'paito table and chairs': 'patio table and chairs',
'glacier bay one pice flapper': 'glacier bay one piece flapper',
'dcanvas drop cloth': 'canvas drop cloth',
'lawn mowre covers': 'lawn mower covers',
'vaccum for dw745': 'vacuum for dw745',
'Club cadet primer bulb': 'Cub cadet primer bulb',
'interior door lcoks': 'interior door locks',
'dremel toll kit': 'dremel tool kit',
'round up nozzle replacment': 'roundup nozzle replacement',
'ceder mulch': 'cedar mulch',
'sikalatexr concrete vonding adhesive': 'sikalatex concrete bonding adhesive',
'rigid air compressor': 'ridgid air compressor',
'garge doors': 'garage doors',
'ridding mowers': 'riding mowers',
'ridiing lawnmower': 'riding lawn mower',
'sliding mirror bathroom medicn cabinets': 'sliding mirror bathroom medicine cabinets',
'pastic qtr round': 'plastic quarter round',
'robutussin dh 835 replacement wick': 'robitussin dh 835 replacement wick',
'brick wall panles': 'brick wall panels',
'kitchen floor tikles': 'kitchen floor tiles',
'buffer polishewr': 'buffer polisher',
'keorsene heater wicks': 'kerosene heater wicks',
'1x6 cedar boaed': '1x6 cedar board',
'infered heaters': 'infrared heaters',
'1-1/2in. x 1ft. blk pipe': '1-1/2in. x 1 ft. black pipe',
'show me all 60 inch vaniteis': 'show me all 60 inch vanities',
'cieling fan': 'ceiling fan',
'instant waater heater gas lp': 'instant water heater gas lp',
'woodebn fence panels': 'wooden fence panels',
'hardiboard siding': 'hardie board siding',
'craft an lawn mower': 'craftsman lawn mower',
'kohler wellworth tpoilet': 'kohler wellworth toilet',
'moen dhower faucet': 'moen shower faucet',
'dewalt hand toolsg saw cordless': 'dewalt hand tools saw cordless',
'hindged l bracket': 'hinged l bracket',
'ceiling fan canopie for flst ceiling': 'ceiling fan canopy for flat ceiling',
'furnance vent delfector': 'furnace vent deflector',
'flourescent shop light': 'fluorescent shop light',
'bateries': 'batteries',
'bath wall tile chanpayne': 'bath wall tile champagne',
'floor ceramick': 'floor ceramic',
'stone are mb11': 'stone care mb11',
'traffic master porcelin ceramic tile portland stone': 'trafficmaster porcelain ceramic tile portland stone',
'celing fans hampton bay': 'ceiling fans hampton bay',
'outdoor ceilikng fan with light': 'outdoor ceiling fan with light',
'36in vinale fence': '36in vinyl fence',
'extention ladder little gaint': 'extension ladder little giant',
'closet rod 8 n9ickel': 'closet rod 8 nickel',
'closetmaid wire eight itier organizer': 'closetmaid wire eight tier organizer',
'shorten pendent lighting': 'shorten pendant lighting',
'chainlink gate': 'chain link gate',
'4 flourescent': '4 fluorescent',
'lithium batties': 'lithium batteries',
'24x73 book shelve case white': '24x73 bookshelf case white',
'linoliuml adhesive': 'linoleum adhesive',
'vynal flooring': 'vinyl flooring',
'vynal grip strip': 'vinyl grip strip',
'hagchet': 'hatchet',
'frameless mirro mount': 'frameless mirror mount',
'microwarve cart': 'microwave cart',
'mosia grout sealer': 'mosaic grout sealer',
'backsplach': 'backsplash',
'dimable ceiling strip lights': 'dimmable ceiling strip lights',
'lithum leaf blower': 'lithium leaf blower',
'rayoby batteries': 'ryobi batteries',
'pressure washerparts': 'pressure washer parts',
'rigid 18v lituim ion nicad': 'ridgid 18v lithium ion nicad',
'artric air portable': 'arctic air portable',
'8ft wht veranda post sleeve': '8 ft white veranda post sleeve',
'vynal fence': 'vinyl fence',
'solar naturlas salt': 'solar naturals salt',
'metl flashing': 'metal flashing',
'dog fence batt': 'dog fence battery',
'onda pressure washer': 'honda pressure washer',
'pressue washer': 'pressure washer',
'fridgdare air conditioners': 'frigidaire air conditioners',
'double pain windows': 'double pane windows',
'round flat topmetal post caps': 'round flat top metal post caps',
'1/2\' plyweood': '1/2\' plywood',
'ddummy door knobs interior': 'dummy door knobs interior',
'robi battery lawn trimmer': 'ryobi battery lawn trimmer',
'weewacker edger': 'weed wacker edger',
'prunning shears': 'pruning shears',
'steel enrty doors': 'steel entry doors',
'forimca': 'formica',
'satin nickle door hinge 4 in': 'satin nickel door hinge 4 in',
'garden hose repir cuplings': 'garden hose repair couplings',
'1/3 hoursepower garbage disposal': '1/3 horsepower garbage disposal',
'chicken wire 16 gauze': 'chicken wire 16 gauge',
'wheelbarow': 'wheelbarrow',
'didger': 'dodger',
'hhigh efficiency round toilet in white': 'high efficiency round toilet in white',
'accordian door venetian': 'accordion door venetian',
'patio flurniture covers': 'patio furniture covers',
'through thewall air conditioner': 'through the wall air conditioner',
'Whirpool washer': 'Whirlpool washer',
'4x6treaded wood': '4x6 treated wood',
'preature treated lumber 2in. x12in.x12 ft.': 'pressure treated lumber 2in. x 12 in.x 12 ft.',
'closetmade wood': 'closetmaid wood',
'steam cleanerm mop': 'steam cleaner mop',
'steqamers': 'steamers',
'pendant shads': 'pendant shades',
'battery operated flashingm light': 'battery operated flashing light',
'metal flexable water hose': 'metal flexible water hose',
'air filter for lawn equitment': 'air filter for lawn equipment',
'fiber glass pip insulation': 'fiberglass pipe insulation',
'insallation': 'installation',
'insullation': 'insulation',
'contracor string light': 'contractor string light',
'gas furnace and hotwater': 'gas furnace and hot water',
'rust oleum cabinet stain kit': 'rustoleum cabinet stain kit',
'sjhelf': 'shelf',
'small brackets for selves': 'small brackets for shelves',
'hecurles': 'hercules',
'anderson window grate': 'andersen window grate',
'anderson windows': 'andersen windows',
'lasron slider windows': 'larson slider windows',
'samsung 25.6 french door refridgerator': 'samsung 25.6 french door refrigerator',
'closet doors oganizers': 'closet doors organizers',
'koehler cimarron bathroom sink': 'kohler cimarron bathroom sink',
'kohler pedestal sink cimeron': 'kohler pedestal sink cimarron',
'cover for pole structue': 'cover for pole structure',
'drils': 'drills',
'surface mount channe': 'surface mount channel',
'outside corner- dentil': 'outside corner- dental',
'14heightx24withx15depth air conditioner': '14 heightx24 with 15 depth air conditioner',
'r30 demin insulation': 'r30 denim insulation',
'6 metal tee posts': '6 metal t posts',
'metal fence postsd': 'metal fence posts',
'aluminum l cahnnel': 'aluminum l channel',
'conner trim moulding': 'corner trim moulding',
'cornor board': 'corner board',
'pvc planel glue': 'pvc panel glue',
'3 in 1 vacum, ryobi': '3 in 1 vacuum, ryobi',
'toliet bowl rebuilding kits': 'toilet bowl rebuilding kits',
'swing set accesories': 'swing set accessories',
'ventenatural gas heater': 'vented natural gas heater',
'square ube wood': 'square cube wood',
'swivrl wood anchors': 'swivel wood anchors',
'ge gridle': 'ge griddle',
'pendant shafe': 'pendant shade',
'3/8 pipe galvinized': '3/8 pipe galvanized',
'vaporbarrier, crawl space': 'vapor barrier, crawl space',
'self sealant membrane': 'self sealing membrane',
'husky work bemch': 'husky work bench',
'vanity light fictures': 'vanity light fixtures',
'bed frames headboaed': 'bed frames headboard',
'replace plasticbathroom towel holder': 'replace plastic bathroom towel holder',
'whirlpool diswasher weather stripping': 'whirlpool dishwasher weather stripping',
'36 inch front dooe with casing': '36 inch front door with casing',
'glass back doorr': 'glass back door',
'pre hu door': 'pre hung door',
'backsplash paneks': 'backsplash panels',
'jeffery court mozaic tile': 'jeffrey court mosaic tile',
'floo shets': 'floor sheets',
'gazhose for dryer machine': 'gas hose for dryer machine',
'electric fireplacewater heaters': 'electric fireplace water heaters',
'ceiling mounted lighting fixures': 'ceiling mounted lighting fixtures',
'tools bloowers': 'tools blowers',
'artifical ground cover': 'artificial ground cover',
'waxhers and electric dryers': 'washers and electric dryers',
'outdoor tilees': 'outdoor tiles',
'owens corning ashingles': 'owens corning shingles',
'peper towel holder wall mount': 'paper towel holder wall mount',
'genecrac generators': 'generac generators',
'robyi gas weeder': 'ryobi gas weeder',
'acrtlic tape': 'acrylic tape',
'foam insulaion panels': 'foam insulation panels',
'rumbl;estone': 'rumblestone',
'famed sliding door $289.00': 'framed sliding door $289.00',
'padio door': 'patio door',
'cement boards ciding': 'cement boards siding',
'upholstry': 'upholstery',
'miror interior doors': 'mirror interior doors',
'recessed medicien cabinet': 'recessed medicine cabinet',
'bulked washed sand and gravel': 'bulk washed sand and gravel',
'sheet stock floorinh': 'sheet stock flooring',
'polycarbonite': 'polycarbonate',
'dedwalt cordless drill': 'dewalt cordless drill',
'ryobi power chalking gun': 'ryobi power caulking gun',
'poulan pro lawn motor blades': 'poulan pro lawn mower blades',
'diining set outdoor': 'dining set outdoor',
'granite countertop glu': 'granite countertop glue',
'cyculer saw': 'circular saw',
'kitchenaid frenchdoor ref': 'kitchenaid french door ref',
'rigid wet dry vac': 'ridgid wet dry vac',
'whirlpool caprios 4.3': 'whirlpool cabrio 4.3',
'micro wave ovens': 'microwave ovens',
'8 valleta edger': '8 valletta edger',
'decking hardsware': 'decking hardware',
'utility traiter': 'utility trailer',
'ceilin storage': 'ceiling storage',
'white wall bathroon cabinets': 'white wall bathroom cabinets',
'tsnkless hot water heater': 'tankless hot water heater',
'weed killer consertrated': 'weed killer concentrate',
'milwaukee ha,,er drill': 'milwaukee hammer drill',
'23 ince': '23 inch',
'stone outside tile': 'stone outdoor tile',
'galvanized outdoor celing fan': 'galvanized outdoor ceiling fan',
'oil rubbered bronze dor': 'oil rubbed bronze door',
'vynik tiles peel stick': 'vinyl tiles peel stick',
'window aircondiioner 12000 but': 'window air conditioner 12000 btu',
'60 lb hi strength concrete': '60 lb high strength concrete',
'plexy glass 24 x 24': 'plexiglass 24 x 24',
'porch liht fixture': 'porch light fixture',
'moving trollie': 'moving trolley',
'shoipping cart': 'shopping cart',
'accesory bags': 'accessory bags',
'garage door 70 lb extention spring': 'garage door 70 lb extension spring',
'riobi shop vac filter': 'ryobi shop vac filter',
'wet carpet cleaninig': 'wet carpet cleaning',
'pvd electrical conduit': 'pvc electrical conduit',
'roller up window blinds': 'roll up window blinds',
'uplihght': 'uplight',
'metal shelfs': 'metal shelves',
'dewalt 20v recepicating saw': 'dewalt 20v reciprocating saw',
'outdooor carpet': 'outdoor carpet',
'step latter': 'step ladder',
'kitchen cabinte hardware blue knob': 'kitchen cabinet hardware blue knob',
'pivotangle lock hinge': 'pivot angle lock hinge',
'plasticl panels': 'plastic panels',
'varigated fiber board': 'variegated fiber board',
'battery chages': 'battery charges',
'1/2 inch blk iron coupling': '1/2 inch black iron coupling',
'defiant led armer max': 'defiant led armormax',
'defiant led ight': 'defiant led light',
'led flashlightts': 'led flashlights',
'pfister pasedena 4 center set faucet': 'pfister pasadena 4 center set faucet',
'meguire plastic cleaner': 'meguiars plastic cleaner',
'single board pannel': 'single board panel',
'foundation fent covers': 'foundation vent covers',
'bottom freezer refrdgerators': 'bottom freezer refrigerators',
'colbolt drill bits': 'cobalt drill bits',
'soundfroofing material': 'soundproofing material',
'hanging light masn gar': 'hanging light mason jar',
'drywall mudd': 'drywall mud',
'delta bathroom falcet': 'delta bathroom faucet',
'ridgid 10000 watt': 'rigid 10000 watt',
'pvc edgetape white': 'pvc edge tape white',
'fireplace mantle': 'fireplace mantel',
'drop in sink ovel': 'drop in sink oval',
'40ft aluminumm ladder': '40 ft aluminum ladder',
'rigid shop vac filter': 'ridgid shop vac filter',
'moen single handle valvue rebuild': 'moen single handle valve rebuild',
'hunter ceiling fans accesories strip': 'hunter ceiling fans accessories strip',
'wheel barrel': 'wheelbarrow',
'16 aluminuim ladder': '16 aluminum ladder',
'1/2\' olastic pipe': '1/2\' plastic pipe',
'moen 7570 single hanlel faucet': 'moen 7570 single handle faucet',
'padtio heater': 'patio heater',
'rachet scret drivers': 'ratchet screwdrivers',
'water fountain nozle': 'water fountain nozzle',
'rigid sander': 'ridgid sander',
'anderson 4000 windows': 'andersen 4000 windows',
'doublew stainless': 'double stainless',
'milwakee m12 cordless heated jacket': 'milwaukee m12 cordless heated jacket',
'french door scree doorsscreen door': 'french door screen doors screen door',
'samsung refridegrator': 'samsung refrigerator',
'flurorescent light bulbs': 'fluorescent light bulbs',
'phillips 40t12cw plus florescent tube': 'phillips 40t12cw plus fluorescent tube',
'black and decker timmer parts st4500': 'black and decker trimmer parts st4500',
'gas range slide inove': 'gas range slide in love',
'baldwin lock stets': 'baldwin lock sets',
'6 ft ceder fence': '6 ft cedar fence',
'storeage': 'storage',
'beckett fountin pump': 'beckett fountain pump',
'polyeurethane exterior': 'polyurethane exterior',
'ceiling pannel': 'ceiling panel',
'70 celing fan': '70 ceiling fan',
'vynil barackets': 'vinyl brackets',
'moen kitchen fauchet': 'moen kitchen faucet',
'ridgid model wd1680 filter': 'rigid model wd1680 filter',
'point of use electtric': 'point of use electric',
'stell finished french patio door': 'steel finished french patio door',
'lg elec laundry suite': 'lg electric laundry suite',
'outdoor screem': 'outdoor screen',
'patio chair cushions/marth stewart': 'patio chair cushions/martha stewart',
'24 hollow core closet dor': '24 hollow core closet door',
'rigid miter saw': 'ridgid miter saw',
'ruotor table': 'router table',
'airconditioner decoritive cover unit': 'air conditioner decorative cover unit',
'miwaukee 18v battery and charger': 'milwaukee 18v battery and charger',
'potable air conditioner': 'portable air conditioner',
'perhung 30x80 interior door': 'prehung 30 x 80 interior door',
'6 dewalt skill saw': '6 dewalt skil saw',
'1x8x8 toung and grove': '1x8x8 tongue and groove',
'river feather door threashold': 'river feather door threshold',
'range connnector': 'range connector',
'ligt fixture covers': 'light fixture covers',
'window flasheing': 'window flashing',
'backet metal': 'bracket metal',
'horizantel fence panel': 'horizontal fence panel',
'rug pad 8 x 10': 'rug pad 8x10',
'frigadaire appliances': 'frigidaire appliances',
'bath si k cabinets': 'bath sink cabinets',
'8x10 outside storage': '8x10 outdoor storage',
'earthgrow mulch': 'earthgro mulch',
'10 60 tooth blde': '10 60 tooth blade',
'sink faucet with soap dispencer': 'sink faucet with soap dispenser',
'ridgid job max attatchmens': 'ridgid jobmax attachments',
'ridgid wrachet head': 'ridgid ratchet head',
'celliling light': 'ceiling light',
'waterroo concrete paint': 'waterproof concrete paint',
'americian standard champion 4 toliets': 'american standard champion 4 toilets',
'4 ftawning frame': '4 ft awning frame',
'restour for concrete': 'restore for concrete',
'econo florecent bulb': 'econo fluorescent bulb',
'florecent bulb holder': 'fluorescent bulb holder',
'light fictures': 'light fixtures',
'lihonia 4 led work light': 'lithonia 4 led work light',
'interrior frnch doors': 'interior french doors',
'hamptom bay cusion': 'hampton bay cushion',
'wndows': 'windows',
'porcalain thinset': 'porcelain thinset',
'versabon 50lb': 'versabond 50 lb',
'table for outsde': 'table for outside',
'hoinda gas edger': 'honda gas edger',
'installing sockets for flor': 'installing sockets for floor',
'laguna porcelin tile': 'laguna porcelain tile',
'showe heads in oil rubbed bronze': 'shower heads in oil rubbed bronze',
'chase lounge cushions': 'chaise lounge cushions',
'electric detector in simming pool water': 'electric detector in swimming pool water',
'elongagated toilet seat': 'elongated toilet seat',
'towbehind lawn spreaders': 'tow behind lawn spreaders',
'cable poter': 'cable porter',
'fraiming nailer electric': 'framing nailer electric',
'12 x 12 porcelian floor and wall tile': '12 x 12 porcelain floor and wall tile',
'marrazi': 'marazzi',
'range hoodu': 'range hood',
'whirpool range': 'whirlpool range',
'subway title 3 x 6': 'subway tile 3 x 6',
'untique stone': 'antique stone',
'post sleeveee': 'post sleeve',
'dinning chair seats': 'dining chair seats',
'christmas lights icicle colerful': 'christmas lights icicle colorful',
'colpay garage door molding': 'clopay garage door molding',
'light for public ligthining': 'light for public lightning',
'slate timberland shingle': 'slate timberline shingle',
'cicular saw blad': 'circular saw blade',
'varbide 7 1/4 circular saw blade': 'carbide 7 1/4 circular saw blade',
'10 flourescent bulbs': '10 fluorescent bulbs',
'kids outside furnature': 'kids outside furniture',
'whirpool gas range': 'whirlpool gas range',
'starter fertillzer': 'starter fertilizer',
'toro snowerblower light kit': 'toro snowblower light kit',
'High Wheel String Trimer': 'High Wheel String Trimmer',
'insided house door': 'inside house door',
'3 1/2 non-mortison hinges satin finish': '3 1/2 non-mortise hinges satin finish',
'miracle grow garden soil': 'miracle gro garden soil',
'miracle grow spray dispensers': 'miracle gro spray dispensers',
'alure flooring black oak': 'allure flooring black oak',
'sweeping atatchment for weed wacker': 'sweeping attachment for weed wacker',
'retangle bathroom sinks': 'rectangular bathroom sinks',
'underthe cabinet microwaves': 'under the cabinet microwaves',
'24 inch lover doors': '24 inch louvered doors',
'window drip egedg': 'window drip edge',
'rechargable portable air compressor': 'rechargeable portable air compressor',
'birkmann 5 burner': 'brinkmann 5 burner',
'whirlpool gasnstove self cleaning oven': 'whirlpool gas stove self cleaning oven',
'havc brush': 'hvac brush',
'discharge hose 1.5 inces': 'discharge hose 1.5 inches',
'6 ft laminite countertop': '6 ft laminate countertop',
'pool vaccum': 'pool vacuum',
'1/2 in.x 1/2 in. thread albow male to male': '1/2 in.x 1/2 in. threaded elbow male to male',
'sofet': 'soffit',
'sliding patio doort': 'sliding patio door',
'30inch flourescent tubes': '30 inch fluorescent tubes',
'phillips light bulbs': 'philips light bulbs',
'stainless steel sinl': 'stainless steel sink',
'burgular bars for front porch': 'burglar bars for front porch',
'oach lights': 'coach lights',
'2 in lnsulated bushings': '2 in insulated bushings',
'motion lught': 'motion light',
'residental light sensor security lights': 'residential light sensor security lights',
'vertical blind accsesories': 'vertical blind accessories',
'1/2 in ree bar': '1/2 in rebar',
'cloths rod and shelf brackets': 'clothes rod and shelf brackets',
'fire rated buildng materials': 'fire rated building materials',
'hot point water filer': 'hotpoint water filter',
'bathroom cabinet without fermaldehyde': 'bathroom cabinet without formaldehyde',
'9.6 bvolt': '9.6 volt',
'rustoleum bright coach metallic': 'rustoleum bright coat metallic',
'stone effect sante cecilia top': 'stone effects santa cecilia top',
'suspanded ceiling': 'suspended ceiling',
'4x8 plywood pressure treeted': '4x8 plywood pressure treated',
'acess panel': 'access panel',
'genie excellartor garage door opener': 'genie excelerator garage door opener',
'ge dish washer with 46 dba rating': 'ge dishwasher with 46 dba rating',
'wood and concret stain': 'wood and concrete stain',
'8 foot flour sent': '8 foot fluorescent',
'infared grills': 'infrared grills',
'wirless interconnected smoke dedector': 'wireless interconnected smoke detector',
'luever': 'leuver',
'3 in roung head bolt': '3 in round head bolt',
'rachet': 'ratchet',
'rigid 12 volt': 'ridgid 12 volt',
'sharkbit': 'sharkbite',
'hamiltton collectin': 'hamilton collection',
'kitchen aide wine and beverage refrigerator': 'kitchenaid wine and beverage refrigerator',
'paint markers burgondy color': 'paint markers burgundy color',
'glass washer with sucktion cups': 'glass washer with suction cups',
'andersor doors': 'anderson doors',
'hickory cabinett': 'hickory cabinet',
'repacement can type light bulbs': 'replacement can type light bulbs',
'ceeling patio shades': 'ceiling patio shades',
'white vainty 8 faucet': 'white vanity 8 faucet',
'daylight florisant bulb 36inch': 'daylight fluorescent bulb 36 inch',
'contact paoer': 'contact paper',
'air bathtubes': 'air bathtubs',
'cushions for wecker furniture': 'cushions for wicker furniture',
'galvinized poles 20long': 'galvanized poles 20 long',
'siegel light pendent': 'siegel light pendant',
'spaonges': 'sponges',
'extorior shatters': 'exterior shutters',
'led blubs': 'led bulbs',
'4 inch back flow prenter': '4 inch backflow preventer',
'silding closet doors track': 'sliding closet doors track',
'10000 btu windowair condiioner': '10000 btu window air conditioner',
'sewer pipe hoider': 'sewer pipe holder',
'vinal blind paint': 'vinyl blind paint',
'fuacet': 'faucet',
'picinic tables': 'picnic tables',
'all in one topmount kraus sinks': 'all in one top mount kraus sinks',
'solar post lmapy': 'solar post lamp',
'transormations': 'transformations',
'daltiles sandy beach': 'daltile sandy beach',
'wallmount indoor lights with plug': 'wall mounted indoor lights with plug',
'kennal kit': 'kennel kit',
'46 high output grow florescent bulb': '46 high output grow fluorescent bulb',
'frost fee freezers': 'frost free freezers',
'stainles steel door handle': 'stainless steel door handle',
'combo drill makita 20v': 'combi drill makita 20v',
'shop vacumm': 'shop vacuum',
'primer for led paint': 'primer for lead paint',
'outdoor gas fiepits': 'outdoor gas firepits',
'hallway pendendant lighting': 'hallway pendant lighting',
'chesapeke oak flooring': 'chesapeake oak flooring',
'ryobi multi tool acccessories': 'ryobi multi tool accessories',
'ryobi raidos': 'ryobi radios',
'milwaukee skill saw': 'milwaukee skil saw',
'ligh chrismas hanging tree': 'light christmas hanging tree',
'galvinized screws': 'galvanized screws',
'led circuline bulbs': 'led circline bulbs',
'kholer elongated toilet seat': 'kohler elongated toilet seat',
'tolet seats': 'toilet seats',
'ock blade knife piece 3': 'lock blade knife piece 3',
'portable airconditioner': 'portable air conditioner',
'window aircondition': 'window air conditioner',
'36 vx 72 commercial outdoor mats': '36 x 72 commercial outdoor mats',
'runner commerical': 'runner commercial',
'montagna dappy gray': 'montagna dapple gray',
'soil temperture test kit': 'soil temperature test kit',
'basement tolet': 'basement toilet',
'32 door threshhold': '32 door threshold',
'hampton bay oak bast cabinets': 'hampton bay oak base cabinets',
'charbroil parts': 'char broil parts',
'qucikie mop': 'quickie mop',
'concret anchor bolts': 'concrete anchor bolts',
'24 whtie storage cabinet': '24 white storage cabinet',
'door handle deabolt kit': 'door handle deadbolt kit',
'ge profile 30 inch charcoal folters': 'ge profile 30 inch charcoal filters',
'49 inch napolian vanity top': '49 inch napoleon vanity top',
'4in pvc franco cuppling': '4in pvc fernco coupling',
'graveless gravaless sewer pipe': 'graveless graveless sewer pipe',
'shower fllor': 'shower floor',
'riverera screen doors': 'riviera screen doors',
'animal deterent': 'animal deterrent',
'woodpeckers repellant': 'woodpeckers repellent',
'wood buring insert 200-250': 'wood burning insert 200-250',
'spectrazide ant': 'spectracide ant',
'gas grill accesories': 'gas grill accessories',
'elecronic insect repeller': 'electronic insect repeller',
'slyvanna motion nite light': 'sylvania motion nite light',
'4 in pvs end cap': '4 in pvc end cap',
'delta portor shower and tub trim': 'delta porter shower and tub trim',
'replacment mini bulbs': 'replacement mini bulbs',
'braxilian cherry laminate': 'brazilian cherry laminate',
'15 amp tampe resistant outlets': '15 amp tamper resistant outlets',
'hydraulic jack renat': 'hydraulic jack rental',
'32 x 32 shower baser': '32 x 32 shower base',
'electronic bed bug repellant': 'electronic bed bug repellent',
'ridgid auger': 'rigid auger',
'2000 psi force nozzzle': '2000 psi force nozzle',
'25 height beveragecooler': '25 height beverage cooler',
'anderson windows 400 seriesimpact resistant': 'andersen windows 400 series impact resistant',
'drill 20 lithium battery': 'drill 20v lithium battery',
'extertal air vent cover': 'external air vent cover',
'resin shesd': 'resin sheds',
'8x8x4 conctete block': '8x8x4 concrete block',
'tun faucet spout': 'tub faucet spout',
'continuos curtain rods': 'continuous curtain rods',
'upholstry cleaner': 'upholstery cleaner',
'ureka vaccuum': 'eureka vacuum',
'30 towel rods brushed nicol': '30 towel rods brushed nickel',
'1/2 gal thermos': '1/2 gallon thermos',
'unbralla fabric top only': 'umbrella fabric top only',
'outdoor cieling fans': 'outdoor ceiling fans',
'20 amps cros hinghs breaker': '20 amps cross highs breaker',
'mixing tubn': 'mixing tub',
'gfi circuit breaker': 'gfci circuit breaker',
'wrought iuron fence panels': 'wrought iron fence panels',
'ac air vent sleave': 'ac air vent sleeve',
'air ventalation deflector': 'air ventilation deflector',
'buddahs hand tree': 'buddha\'s hand tree',
'lawm mowers': 'lawn mowers',
'asathbula 7 piece': 'ashtabula 7 piece',
'recessed lightjs': 'recessed lights',
'hing pin door dtop': 'hinge pin door stop',
'elerical outlets plates': 'electrical outlets plates',
'bed tool boc': 'bed tool box',
'16 inch fabn': '16 inch fan',
'battery poerated motion sensor': 'battery operated motion sensor',
'grqss': 'grass',
'troy build trimmer extension': 'troy bilt trimmer extension',
'mansonry impact bit': 'masonry impact bit',
'high output basebord': 'high output baseboard',
'shower door sealparts': 'shower door seal parts',
'12 inch hight wall cabinet': '12 inch height wall cabinet',
'light s for sno throwers': 'lights for snow throwers',
'ceiling medallians': 'ceiling medallions',
'medalion': 'medallion',
'everbilt sloted': 'everbilt slotted',
'transparant redwood stain': 'transparent redwood stain',
'black and decker scub buster extreme': 'black and decker scrub buster extreme',
'mobilehome siding': 'mobile home siding',
'shutter screwws': 'shutter screws',
'hampton pation set with firepit': 'hampton patio set with firepit',
'industreial wire': 'industrial wire',
'vegtable seeds': 'vegetable seeds',
'masterpeice 72': 'masterpiece 72',
'5/4 lumbe': '5/4 lumber',
'dawn to dusk lig': 'dawn to dusk light',
'dusk to dawn motion sensoroutdoor lighting fixtures': 'dusk to dawn motion sensor outdoor lighting fixtures',
'cordless sweeperr': 'cordless sweeper',
'mill valley colle': 'mill valley college',
'outdoorstorage bin': 'outdoor storage bin',
'haging wire': 'hanging wire',
'4 in white recessed haol baffle in soft white': '4 in white recessed led baffle in soft white',
'11 1/2x25 1/2 white aluminun': '11 1/2 x 25 1/2 white aluminum',
'saratoga hickorya': 'saratoga hickory',
'surface gringer': 'surface grinder',
'kidie co2': 'kidde co2',
'batterys and charger kits': 'batteries and charger kits',
'nutru ninja': 'nutri ninja',
'23.5 shower door nickle': '23.5 shower door nickel',
'glass panel retiner': 'glass panel retainer',
'12v replacement blubs': '12v replacement bulbs',
'martha steward': 'martha stewart',
'1 1/2inchbrasswalltube18 inch': '1 1/2 inch brass wall tube 18 inch',
'brown color scheem': 'brown color scheme',
'spiral latters': 'spiral letters',
'24 incyh range': '24 inch range',
'8x8 ezup canopie cover': '8x8 ez up canopy cover',
'kitcheen door blind': 'kitchen door blind',
'flourescent balast 120-2/32is': 'fluorescent ballast 120-2/32is',
'vinyl lattiace': 'vinyl lattice',
'1/4 28 threadded connector': '1/4 28 threaded connector',
'kitchaid 3 burner': 'kitchenaid 3 burner',
'10 condiut pvc': '10 conduit pvc',
'WEBER GRILL GENIS 310': 'WEBER GRILL GENESIS 310',
'wall mount tub fauet moen': 'wall mount tub faucet moen',
'sower cleaner': 'shower cleaner',
'batteryfor alarm system': 'battery for alarm system',
'bed gugs': 'bed bugs',
'show the pric of washer and dryer': 'show the price of washer and dryer',
'washer electic dryer': 'washer electric dryer',
'ho hub couplings': 'no hub couplings',
'battey string trimmers': 'battery string trimmers',
'3/4 in. wide quarteround': '3/4 in. wide quarter round',
'ac dip pans': 'ac drip pans',
'rutland wood stove termometer': 'rutland wood stove thermometer',
'outdoor daucets': 'outdoor faucets',
'badless vacuum cleaners': 'bagless vacuum cleaners',
'dewalt 20 volt xr hamer': 'dewalt 20 volt xr hammer',
'dewalt drillimpact tool 20 volt xr': 'dewalt drill impact tool 20 volt xr',
'martha steward bath mirror': 'martha stewart bath mirror',
'infared thermometer': 'infrared thermometer',
'millwaukee 1/2 ele.c drill': 'milwaukee 1/2 elec drill',
'25 watt 4 foot flourescent': '25 watt 4 foot fluorescent',
'boscj bit': 'bosch bit',
'barbque grills': 'barbecue grills',
'brinkman grill burner': 'brinkmann grill burner',
'malbu replacement led light bubles': 'malibu replacement led light bulbs',
'natural stone tiele': 'natural stone tile',
'stone vaneer': 'stone veneer',
'stone venner sequia': 'stone veneer sequoia',
'ceiling fan replacement clades': 'ceiling fan replacement blades',
'transformet for flurescent tube lights': 'transformer for fluorescent tube lights',
'refrigerator frenchdoor': 'refrigerator french door',
'flourescent paint': 'fluorescent paint',
'marking baint': 'marking paint',
'mirrir hanger': 'mirror hanger',
'chrisymas tree bags': 'christmas tree bags',
'comercial food processor': 'commercial food processor',
'picture haning kitpicture hanging kit': 'picture hanging kit picture hanging kit',
'bathroom vanity cabinetwithouttops': 'bathroom vanity cabinets without tops',
'amcrest survelliance systems': 'amcrest surveillance systems',
'30 inch refigrator': '30 inch refrigerator',
'chain saw eletric': 'chainsaw electric',
'power dprayer': 'power sprayer',
'douglas fur fake christmas trees': 'douglas fir fake christmas trees',
'brinkman grill': 'brinkmann grill',
'dual switch dimer': 'dual switch dimmer',
'Ortho Wed B Gone max': 'Ortho Weed B Gon max',
'ortho weed be gone': 'ortho weed b gon',
'4ft flourescent bulb t8': '4ft fluorescent bulb t8',
'18 volt 1/2 roter hammer': '18 volt 1/2 roto hammer',
'cabinents with drawers': 'cabinets with drawers',
'7 mil trash bgs': '7 mil trash bags',
'1/2 ntp to 1/2': '1/2 npt to 1/2',
'3/8 rachert set': '3/8 ratchet set',
'hunter shower eshaust fan with light': 'hunter shower exhaust fan with light',
'vanity in mahogany mirros': 'vanity in mahogany mirrors',
'hasmmock bed': 'hammock bed',
'composit fencing': 'composite fencing',
'post insurts': 'post inserts',
'3500 psi pressue washer': '3500 psi pressure washer',
'idylus air purifier': 'idylis air purifier',
'garden solenoide valves': 'garden solenoid valves',
'window plastic instulation': 'window plastic insulation',
'engineered wood floorcleaners': 'engineered wood floor cleaners',
'parquee flooring': 'parquet flooring',
'dermal saw max ultra': 'dremel saw max ultra',
'external structual connector screw': 'external structural connector screw',
'tv shelv': 'tv shelf',
'kithen cabinets 18 white': 'kitchen cabinets 18 white',
'1 1/2 couplingg': '1 1/2 coupling',
'porceline faucet handle': 'porcelain faucet handle',
'duplex outlet and ubs charger': 'duplex outlet and usb charger',
'1/4 quarter round cherries jublilee': '1/4 quarter round cherries jubilee',
'lg hausys viaterra': 'lg hausys viatera',
'bear semi transparent cedar stain': 'behr semi transparent cedar stain',
'27 mivrowave': '27 microwave',
'gardinias': 'gardenias',
'ull spectrum plant light': 'full spectrum plant light',
'942196brinkmann 2 burner': '942196 brinkmann 2 burner',
'gargage storage ideas': 'garage storage ideas',
'outside horizontal storage sheds': 'outdoor horizontal storage sheds',
'bouganvilla': 'bougainvillea',
'led recressed lighting': 'led recessed lighting',
'3 x3 marle tile': '3x3 marble tile',
'concrete saw dewall': 'concrete saw dewalt',
'replacement glass for pellet stive': 'replacement glass for pellet stove',
'porcelin tile black pencil tile': 'porcelain tile black pencil tile',
'smoke dectectors': 'smoke detectors',
'humidifier fulters': 'humidifier filters',
'3/4 in. pvc assesories': '3/4 in. pvc accessories',
'12 inch sower head': '12 inch shower head',
'22 mm impact ocket': '22mm impact socket',
'garvanized wood screws': 'galvanized wood screws',
'interlocking rubbber floor mats': 'interlocking rubber floor mats',
'Hose end nozzel': 'Hose end nozzle',
'led energy efficient kitchen lites': 'led energy efficient kitchen lights',
'barn syslet door': 'barn style door',
'rat or mice poision': 'rat or mice poison',
'led ressed deameable lights': 'led recessed dimmable lights',
'prelit tree mutli': 'pre lit tree multi',
'sodering iron': 'soldering iron',
'tub suround': 'tub surround',
'fireplace screen assessories': 'fireplace screen accessories',
'acrilic white paint': 'acrylic white paint',
'gibraltor locking': 'gibraltar locking',
'air conditioner sideays': 'air conditioner sideways',
'white inyrtior paint': 'white interior paint',
'100 watt candlebra': '100 watt candelabra',
'llhampton bay patio rocker': 'hampton bay patio rocker',
'lock brushed nicke;': 'lock brushed nickel;',
'structered media': 'structured media',
'summit 24 inch ss gaqs range': 'summit 24 inch ss gas range',
'ryobl battery': 'ryobi battery',
'replacement carbrator for robyi': 'replacement carburetor for ryobi',
'balist': 'ballast',
'pressuer washer': 'pressure washer',
'22 storage shelve': '22 storage shelf',
'32\' strorm door': '32\' storm door',
'hazardous locationlight fixture globe': 'hazardous location light fixture globe',
'john deer bagger': 'john deere bagger',
'ridinng lawn mowers mulching': 'riding lawn mowers mulching',
'1/2 fpt x 1/2 inch pex': '1/2 npt x 1/2 inch pex',
'2 kindorff straps': '2 kindorf straps',
'telemechanic square d': 'telemecanique square d',
'thresh hold': 'threshold',
'24x24 framless recessed mount mirrored medicine': '24x24 frameless recessed mount mirrored medicine',
'600 connector cylander': '600 connector cylinder',
'well pump submerciable': 'well pump submersible',
'security gate pannel': 'security gate panel',
'1/4-20 jamb nuts': '1/4-20 jam nuts',
'american standard flush valvu': 'american standard flush valve',
'stove adopter': 'stove adapter',
'kitchenaide dishwasher': 'kitchenaid dishwasher',
'roofing leadders': 'roofing ladders',
'heath zenity 180 security light': 'heath zenith 180 security light',
'solar powerd lights': 'solar powered lights',
'24 white walloven': '24 white wall oven',
'kitchen aide mixer': 'kitchenaid mixer',
'10 in w 30 in l inetrior vent': '10 in w 30 in l interior vent',
'co smoke detector kiddie': 'co smoke detector kidde',
'vacum aa bag 58236c': 'vacuum aa bag 58236c',
'sealant for sideing': 'sealant for siding',
'come along and chaincome along and chain': 'come along and chain come along and chain',
'wall paper bprder': 'wallpaper border',
'cararra tile': 'carrara tile',
'14 gauge strranded wire': '14 gauge stranded wire',
'30 gal electirc water heater': '30 gal electric water heater',
'guarter round tile': 'quarter round tile',
'summit gril': 'summit grill',
'gavanized pipe 20 feet': 'galvanized pipe 20 feet',
'melamine sheliving': 'melamine shelving',
'composite fiscia board': 'composite fascia board',
'spunge mop refill': 'sponge mop refill',
'wall mount outside motion dector': 'wall mount outdoor motion detector',
'bisquit tub refinish kit': 'biscuit tub refinish kit',
'patternn paint rollers': 'pattern paint rollers',
'built in wall nitch': 'built in wall niche',
'ironboard built in': 'iron board built in',
'behr melrot': 'behr merlot',
'led shoplightmakita light': 'led shop light makita light',
'armazone': 'amazon',
'soild 6 panel interior door': 'solid 6 panel interior door',
'dishs for 8': 'dishes for 8',
'1 1/4 steel ppes': '1 1/4 steel pipes',
'pull out drw': 'pull out draw',
'swffer mop': 'swiffer mop',
'milwaukee m18 tootls': 'milwaukee m18 tools',
'bronzw phone wall jack cover': 'bronze phone wall jack cover',
'flourscent lights size 18x24': 'fluorescent lights size 18x24',
'berber carpeting destiny doeskin': 'berber carpet destiny doeskin',
'spring heavy dut': 'spring heavy duty',
'2 in pvc pipe incresers': '2 in pvc pipe increasers',
'lifetime rouind table': 'lifetime round table',
'16x26 recesssed medicine cabinets': '16x26 recessed medicine cabinets',
'rolling barn dorr hardware': 'rolling barn door hardware',
'huricane panel caps': 'hurricane panel caps',
'73 inch anderson patio screen doors': '73 inch andersen patio screen doors',
'barbque grill temperature guage': 'barbecue grill temperature gauge',
'bath tub shower repair lit': 'bathtub shower repair kit',
'entery door sidelights': 'entry door sidelights',
'5 burnerner brikman gas grill': '5 burner brinkmann gas grill',
'battub floor mat': 'bathtub floor mat',
'outlet wallplate with cover': 'outlet wall plate with cover',
'fungacide': 'fungicide',
'tuband tile latex caulk': 'tub and tile latex caulk',
'natural gas barbeque': 'natural gas barbecue',
'hallogen bulb flood': 'halogen bulb flood',
'roudulf': 'rudolf',
'cellular shade 23.75x37': 'cellular shade 23.75x 37',
'wyndham vanities with no tops': 'wyndham vanities without tops',
'frigidare gas range': 'frigidaire gas range',
'frigidare refrigerator': 'frigidaire refrigerator',
'dishwasher moiunting kit': 'dishwasher mounting kit',
'black refrigeratore': 'black refrigerator',
'barcello estates light fi': 'bercello estates light fi',
'kohler ch730 maintance kits': 'kohler ch730 maintenance kits',
'phillips led slimline a19': 'philips led slimline a19',
'asburn mahogany medicine cabinate': 'ashburn mahogany medicine cabinet',
'stove top replacement patr': 'stove top replacement part',
'hampton bay pendent light parts': 'hampton bay pendant light parts',
'wall mountreading light': 'wall mount reading light',
'heat on malamine tape': 'heat on melamine tape',
'vinal plank selection': 'vinyl plank selection',
'marble qwhite': 'marble white',
'reheem performance 75 gal water heater': 'rheem performance 75 gal water heater',
'cover for a double barrow grill': 'cover for a double barrel grill',
'water taste kits': 'water test kits',
'roybi gas trimmer repair kit': 'ryobi gas trimmer repair kit',
'masonary dril bits': 'masonry drill bits',
'bath and shower facet set': 'bath and shower faucet set',
'sanding sponce': 'sanding sponge',
'silestone sammples': 'silestone samples',
'ge mwr filter': 'ge mwf filter',
'rectangele garbage can': 'rectangle garbage can',
'light podt sensor': 'light post sensor',
'honewell wireless doorbell': 'honeywell wireless doorbell',
'vertical door slide mechanis': 'vertical door slide mechanism',
'2 inch bye 6 inch thick board': '2 inch by 6 inch thick board',
'28x80 contl splt rh': '28x80 control split rh',
'doors exterior with top windo': 'doors exterior with top window',
'water filter for vanitys': 'water filter for vanities',
'hampton bay geogian wall plates aged bronze': 'hampton bay georgian wall plates aged bronze',
'18 wat let lamps': '18 watt led lamps',
'qstatic cling window film': 'static cling window film',
'eletric pole hedge clippers': 'electric pole hedge clippers',
'moen voss lightin': 'moen voss lighting',
'dreamline showeruni door': 'dreamline shower door',
'dewaqlt air nailers': 'dewalt air nailers',
'hex drill chcuck': 'hex drill chuck',
'vinal siding per box': 'vinyl siding per box',
'verticle blind': 'vertical blind',
'chome framed mirror': 'chrome framed mirror',
'b onnet': 'bonnet',
'dowel sprial': 'dowel spiral',
'deck tdiles': 'deck tiles',
'driveing bits': 'driving bits',
'water putifiers': 'water purifiers',
'clyvus': 'clivus',
'old style nailshand forgednails': 'old style nails hand forged nails',
'grohe essencekitchen faucet': 'grohe essence kitchen faucet',
'femle end hose repair': 'female end hose repair',
'garden hose reair kits': 'garden hose repair kits',
'bathroom facets': 'bathroom faucets',
'kitchenaid refrigerator bottom frrezer': 'kitchenaid refrigerator bottom freezer',
'chrome/polished brass 2-handle 4-in centerset bathroom fauc': 'chrome/polished brass 2-handle 4-in centerset bathroom faucet',
'spackilng knife': 'spackling knife',
'cadelabra light bulbs led': 'candelabra light bulbs led',
'roller bracker for frameless shower doors': 'roller bracket for frameless shower doors',
'morola tile metro penny': 'merola tile metro penny',
'48 inchled tube': '48 inch led tube',
'corner sorage': 'corner storage',
'glaciar bay crystal shower': 'glacier bay crystal shower',
'tosco ivory tile': 'tosca ivory tile',
'elecric screw driver batteries': 'electric screwdriver batteries',
'mobilehome wall paint': 'mobile home wall paint',
'chainsaw rplacement chains': 'chainsaw replacement chains',
'electric guage cable': 'electric gauge cable',
'f15 t5 florescent': 'f15 t5 fluorescent',
'sprinkler conroller': 'sprinkler controller',
'wireless light sitch': 'wireless light switch',
'16x16x60boxes for moving': '16x16x60 boxes for moving',
'engeenered wood': 'engineered wood',
'frigidare microwave': 'frigidaire microwave',
'nals for subfloor': 'nails for subfloor',
'verathane': 'varathane',
'remote controlle light dimmer': 'remote controlled light dimmer',
'koehler shower door': 'kohler shower door',
'burgluar bar tool': 'burglar bar tool',
'greem roofing shingles': 'green roofing shingles',
'milwoki circular saw': 'milwaukee circular saw',
'tub faucets bronza': 'tub faucets bronze',
'bathtubdoor towel racks': 'bathtub door towel racks',
'ac exhaust extention': 'ac exhaust extension',
'outside deck boards composit': 'outside deck boards composite',
'4inch ligh junction box': '4 inch light junction box',
'gardenn containers': 'garden containers',
'plant continers': 'plant containers',
'3 paint bbrush': '3 paint brush',
'26 in woodsaddle stool': '26 in wood saddle stool',