Blame for csv/alternatives.csv

brand_slug,rank,alternative_slug,alternative_name,same_sub_category,alternative_investment_low_usd,investment_gap_usd,alternative_total_outlets
batteries-plus,1,hobbytown,HobbyTown,1,281100,3686,
batteries-plus,2,del-s-popcorn-shop,Del's Popcorn Shop,1,279365,5421,2
batteries-plus,3,clothes-mentor,Clothes Mentor,1,272000,12786,125
batteries-plus,4,winestyles-tasting-station,WineStyles Tasting Station,1,298000,13214,11
batteries-plus,5,jamin-leather,Jamin Leather,1,270400,14386,1
batteries-plus,6,good-feet,Good Feet,1,255478,29308,237
batteries-plus,7,carr-d-artistes,Carré d'artistes,1,251300,33486,1
batteries-plus,8,b-land-beauty,B-Land Beauty,1,318761,33975,13
batteries-plus,9,scout-molly-s,Scout & Molly's,1,319000,34214,23
batteries-plus,10,jayasri-sweets,Jayasri Sweets,1,243000,41786,1
baja-fresh,1,lucha-libre-gourmet-taco-shop,Lucha Libre Gourmet Taco Shop,1,431000,2440,3
baja-fresh,2,burrito-parrilla-mexicana,Burrito Parrilla Mexicana,1,437000,8440,11
baja-fresh,3,super-mex,Super Mex,1,418644,9916,11
baja-fresh,4,barrio-burrito-bar,Barrio Burrito Bar,1,418620,9940,4
baja-fresh,5,california-tortilla,California Tortilla,1,443700,15140,34
baja-fresh,6,taco-pros,Taco Pros,1,456500,27940,9
baja-fresh,7,tijuana-flats,Tijuana Flats,1,469550,40990,135
baja-fresh,8,taco-maya,Taco Maya,1,369000,59560,
baja-fresh,9,tio-juan-s-margaritas-mexican-restaurant,Tio Juan's Margaritas Mexican Restaurant,1,488800,60240,25
baja-fresh,10,tacotime,TacoTime,1,365650,62910,100
liberty-tax-service,1,atax,Atax,1,59150,9450,117
liberty-tax-service,2,h-r-block,H&R Block,1,34080,15620,8921
liberty-tax-service,3,jackson-hewitt-tax-service,Jackson Hewitt Tax Service,1,71050,21350,5287
liberty-tax-service,4,toro-taxes,Toro Taxes,1,17835,31865,
liberty-tax-service,5,estrella-insurance,Estrella Insurance,0,49950,250,214
liberty-tax-service,6,decimal,Decimal,0,46300,3400,1
liberty-tax-service,7,loyalty-business-brokers,Loyalty Business Brokers,0,53350,3650,4
liberty-tax-service,8,co-lab,Co/LAB,0,54750,5050,1
liberty-tax-service,9,motto-mortgage,Motto Mortgage,0,55700,6000,249
liberty-tax-service,10,brightway-insurance,Brightway Insurance,0,43425,6275,354
supercuts,1,lemon-tree,Lemon Tree,1,184794,1136,48
supercuts,2,smartstyle,SmartStyle,1,184440,1490,1235
supercuts,3,great-clips,Great Clips,1,187800,1870,
supercuts,4,sharkey-s-cuts-for-kids,Sharkey's Cuts for Kids,1,189415,3485,141
supercuts,5,cost-cutters,Cost Cutters,1,180990,4940,521
supercuts,6,snip-its-salon,Snip-its Salon,1,200455,14525,47
supercuts,7,sit-still,Sit Still,1,157984,27946,30
supercuts,8,primp-and-blow,Primp and Blow,1,144970,40960,2
supercuts,9,hair-cuttery,Hair Cuttery,1,230462,44532,839
supercuts,10,cookie-cutters,Cookie Cutters,1,138200,47730,120
take-5-oil-change,1,grease-monkey,Grease Monkey,1,708057,204191,408
take-5-oil-change,2,speedee-oil-change-auto-service,SpeeDee Oil Change & Auto Service,1,708057,204191,78
take-5-oil-change,3,jiffy-lube,Jiffy Lube,1,236000,676248,2083
take-5-oil-change,4,victory-lane,Victory Lane,1,235000,677248,36
take-5-oil-change,5,valvoline-instant-oil-change,Valvoline Instant Oil Change,1,192375,719873,2039
take-5-oil-change,6,econo-lube-n-tune-brakes,Econo Lube N' Tune & Brakes,1,184377,727871,19
take-5-oil-change,7,costa-oil,Costa Oil,1,131750,780498,13
take-5-oil-change,8,all-tune-and-lube,All Tune and Lube®,1,103800,808448,36
take-5-oil-change,9,hertz,Hertz,0,879300,32948,3708
take-5-oil-change,10,rnr-tire-express,RNR Tire Express,0,718561,193687,207
ubreakifix-by-asurion,1,techy,Techy,1,118600,52750,69
ubreakifix-by-asurion,2,nerdstogo,NerdsToGo,1,115119,56231,35
ubreakifix-by-asurion,3,sd-tech,SD Tech,1,91650,79700,2
ubreakifix-by-asurion,4,cpr,CPR,1,90350,81000,428
ubreakifix-by-asurion,5,mr-fix,Mr Fix,1,79742,91608,13
ubreakifix-by-asurion,6,ifixandrepair,iFixandRepair,1,78200,93150,232
ubreakifix-by-asurion,7,ultrafix,UltraFix,1,70000,101350,6
ubreakifix-by-asurion,8,intelligent-assistant,Intelligent Assistant,0,168000,3350,
ubreakifix-by-asurion,9,shrunk-3d,Shrunk 3D,0,187485,16135,22
ubreakifix-by-asurion,10,holt-computer-training,Holt Computer Training,0,151800,19550,
dogtopia,1,hounds-town-usa,Hounds Town USA,1,667610,3255,97
dogtopia,2,all-american-pet-resorts,All American Pet Resorts,1,687500,23145,10
dogtopia,3,district-dogs,District Dogs,1,622225,42130,5
dogtopia,4,camp-run-a-mutt,Camp Run-A-Mutt,1,588900,75455,13
dogtopia,5,a-dog-s-day-out,A Dog's Day Out,1,749750,85395,
dogtopia,6,central-bark,Central Bark,1,522474,141881,38
dogtopia,7,doggieworld,DoggieWorld,1,470000,194355,4
dogtopia,8,camp-bow-wow,Camp Bow Wow,1,954606,290251,226
dogtopia,9,dogdrop,Dogdrop,1,356050,308305,3
dogtopia,10,playful-pack,Playful Pack,1,286250,378105,13
hand-and-stone-massage-and-facial-spa,1,viyada-thai-spa,Viyada Thai SPA,1,311400,9491,1
hand-and-stone-massage-and-facial-spa,2,lavida-massage,LaVida Massage,1,293250,27641,51
hand-and-stone-massage-and-facial-spa,3,cloud-9-foot-spa,Cloud 9 Foot Spa,1,262450,58441,8
hand-and-stone-massage-and-facial-spa,4,massage-heights,Massage Heights,1,472199,151308,109
hand-and-stone-massage-and-facial-spa,5,the-now,The NOW,1,476459,155568,64
hand-and-stone-massage-and-facial-spa,6,spavia,Spavia,1,495800,174909,55
hand-and-stone-massage-and-facial-spa,7,brilliant-massage-skin,Brilliant Massage & Skin,1,120767,200124,2
hand-and-stone-massage-and-facial-spa,8,elements-massage,Elements Massage,1,567239,246348,245
hand-and-stone-massage-and-facial-spa,9,massageluxe,MassageLuXe,1,570900,250009,92
hand-and-stone-massage-and-facial-spa,10,heyday,Heyday,1,574000,253109,10
huntington-learning-centers,1,prepaze-academy,Prepaze Academy,1,154000,37992,2
huntington-learning-centers,2,learningrx,LearningRx,1,150000,41992,46
huntington-learning-centers,3,omega-learning-center,Omega Learning Center,1,135913,56079,6
huntington-learning-centers,4,mathnasium,Mathnasium,1,127316,64676,1047
huntington-learning-centers,5,level-up-learning,Level UP Learning,1,126265,65727,10
huntington-learning-centers,6,sylvan-learning,Sylvan Learning,1,117600,74392,478
huntington-learning-centers,7,the-tutoring-center,The Tutoring Center,1,114420,77572,87
huntington-learning-centers,8,gradepower-learning,GradePower Learning,1,113136,78856,153
huntington-learning-centers,9,genius-kids,Genius Kids,1,276300,84308,28
huntington-learning-centers,10,kumon,Kumon,1,101630,90362,1710
mathnasium,1,level-up-learning,Level UP Learning,1,126265,1051,10
mathnasium,2,omega-learning-center,Omega Learning Center,1,135913,8597,6
mathnasium,3,sylvan-learning,Sylvan Learning,1,117600,9716,478
mathnasium,4,the-tutoring-center,The Tutoring Center,1,114420,12896,87
mathnasium,5,gradepower-learning,GradePower Learning,1,113136,14180,153
mathnasium,6,learningrx,LearningRx,1,150000,22684,46
mathnasium,7,kumon,Kumon,1,101630,25686,1710
mathnasium,8,prepaze-academy,Prepaze Academy,1,154000,26684,2
mathnasium,9,the-resource-room,The Resource Room,1,94500,32816,2
mathnasium,10,tutor-doctor,Tutor Doctor,1,94295,33021,
tuffy,1,meineke,Meineke,1,224898,2898,716
tuffy,2,car-doctor-plus,Car Doctor Plus,1,218000,4000,1
tuffy,3,aamco,AAMCO,1,236800,14800,
tuffy,4,michelin-commercial-service-network,Michelin Commercial Service Network,1,189000,33000,340
tuffy,5,honest1,Honest1,1,255750,33750,64
tuffy,6,precision-tune-auto-care,Precision Tune Auto Care,1,181601,40399,
tuffy,7,merlin,Merlin,1,264745,42745,28
tuffy,8,mr-transmission-milex-complete-auto-care,Mr. Transmission / Milex Complete Auto Care,1,267500,45500,111
tuffy,9,summit-auto-calibration,Summit Auto Calibration,1,160550,61450,2
tuffy,10,bosch-auto-service,Bosch Auto Service,1,146600,75400,2
pet-supplies-plus,1,natural-hounds,Natural Hounds,1,347026,193494,1
pet-supplies-plus,2,petland,Petland,1,315500,225020,92
pet-supplies-plus,3,pet-evolution,Pet Evolution,1,800550,260030,10
pet-supplies-plus,4,wild-birds-unlimited,Wild Birds Unlimited,1,231635,308885,345
pet-supplies-plus,5,three-dog-bakery,Three Dog Bakery,1,181087,359433,43
pet-supplies-plus,6,pet-wants,Pet Wants,1,148150,392370,159
pet-supplies-plus,7,salty-paws,Salty Paws®,1,99270,441250,8
pet-supplies-plus,8,central-bark,Central Bark,0,522474,18046,38
pet-supplies-plus,9,wnw,WNW,0,520250,20270,29
pet-supplies-plus,10,camp-run-a-mutt,Camp Run-A-Mutt,0,588900,48380,13
the-joint,1,maxliving,Maxliving,1,167600,77650,84
the-joint,2,pure-health-chiropractic,Pure Health Chiropractic,1,151000,94250,2
the-joint,3,100-chiropractic,100% Chiropractic,1,339742,94492,117
the-joint,4,chiroway,ChiroWay,1,113350,131900,16
the-joint,5,federal-injury-centers,Federal Injury Centers,1,94300,150950,69
the-joint,6,the-wellness-way,The Wellness Way,1,75400,169850,43
the-joint,7,healthsource-chiropractic,HealthSource Chiropractic,1,435932,190682,132
the-joint,8,hydrate-iv-bar,Hydrate IV Bar,0,242050,3200,17
the-joint,9,positive-reset,Positive Reset,0,240550,4700,5
the-joint,10,qc-kinetix,QC Kinetix®,0,250100,4850,184
applebee-s-neighborhood-grill-bar,1,twin-peaks,Twin Peaks,1,2959000,233516,108
applebee-s-neighborhood-grill-bar,2,patsy-s-italian-restaurant,Patsy's Italian Restaurant,1,2853500,339016,1
applebee-s-neighborhood-grill-bar,3,fogo-de-ch-o,Fogo de Chão,1,2680000,512516,
applebee-s-neighborhood-grill-bar,4,ruth-s-chris-steak-house,Ruth's Chris Steak House,1,2502000,690516,137
applebee-s-neighborhood-grill-bar,5,chili-s,Chili's,1,3959695,767179,1230
applebee-s-neighborhood-grill-bar,6,carrabba-s-italian-grill,Carrabba's Italian Grill,1,4260000,1067484,218
applebee-s-neighborhood-grill-bar,7,bombshells-restaurant-and-bar,Bombshells Restaurant and Bar,1,2094000,1098516,12
applebee-s-neighborhood-grill-bar,8,outback-steakhouse,Outback Steakhouse,1,4303000,1110484,694
applebee-s-neighborhood-grill-bar,9,bonefish-grill,Bonefish Grill,1,4303000,1110484,185
applebee-s-neighborhood-grill-bar,10,honest,Honest,1,1862000,1330516,40
vio-med-spa,1,p-r-life-medical,PÜR Life® Medical,1,649949,7227,6
vio-med-spa,2,serotonin,Serotonin,1,665634,22912,3
vio-med-spa,3,restore-hyper-wellness,Restore Hyper Wellness,1,762448,119726,230
vio-med-spa,4,the-tox,The Tox,1,331500,311222,43
vio-med-spa,5,gameday-men-s-health,Gameday Men's Health,1,224575,418147,262
vio-med-spa,6,capital-laser,Capital Laser,1,113750,528972,
vio-med-spa,7,zeiss-vision-center,Zeiss Vision Center,0,605000,37722,
vio-med-spa,8,vital-care,Vital Care,0,555750,86972,110
vio-med-spa,9,clear-lakes-dental,Clear Lakes Dental,0,554300,88422,8
vio-med-spa,10,4ever-young,4ever Young,0,522650,120072,68
ar-homes,1,engel-v-lkers,Engel & Völkers,1,108690,426310,239
ar-homes,2,the-oceanaire-realty,The Oceanaire Realty,1,81700,453300,2
ar-homes,3,christie-s-international-real-estate,Christie's International Real Estate,1,64475,470525,40
ar-homes,4,corcoran,Corcoran,1,62150,472850,134
ar-homes,5,sotheby-s-international-realty,Sotheby's International Realty,1,47250,487750,718
ar-homes,6,integra,Integra,0,236000,299000,49
ar-homes,7,linden-creek,Linden Creek,0,227225,307775,3
ar-homes,8,set-the-stage,Set the Stage,0,204150,330850,114
ar-homes,9,keller-williams-realty,Keller Williams Realty,0,183647,351353,810
ar-homes,10,ne-tiny-homes,NE Tiny Homes,0,147000,388000,1
bella-bridesmaids,1,the-smoky-grass-station,The Smoky Grass Station,1,96150,6750,11
bella-bridesmaids,2,pro-image-sports,Pro Image Sports,1,109750,6850,154
bella-bridesmaids,3,sunmed-your-cbd-store,Sunmed™ | YOUR CBD STORE®,1,95800,7100,298
bella-bridesmaids,4,cheong-kwan-jang,Cheong Kwan Jang,1,110000,7100,36
bella-bridesmaids,5,jung-kwan-jang,Jung Kwan Jang,1,111000,8100,37
bella-bridesmaids,6,everything-christmas,Everything Christmas,1,112600,9700,15
bella-bridesmaids,7,good-games,Good Games,1,114250,11350,
bella-bridesmaids,8,fast-fix-jewelry-and-watch-repairs,Fast-FIX Jewelry and Watch Repairs,1,114700,11800,130
bella-bridesmaids,9,cbd-american-shaman,CBD American Shaman,1,88100,14800,288
bella-bridesmaids,10,fauxreal-flowers,FauxReal Flowers,1,78500,24400,5
gymguyz,1,fly-to-fit-bungee-fitness-studio,Fly to Fit Bungee Fitness Studio,1,94200,2100,1
gymguyz,2,special-strong,Special Strong,1,89750,2350,21
gymguyz,3,servicerx,ServiceRX,1,64175,27925,1
gymguyz,4,club-ko,Club KO,1,127962,35862,65
gymguyz,5,a-e-s-fitness,A.E.S. Fitness,1,55950,36150,1
gymguyz,6,soldierfit,Soldierfit,1,136684,44584,14
gymguyz,7,farrell-s-extreme-bodyshaping,Farrell's eXtreme Bodyshaping,1,151028,58928,56
gymguyz,8,9round,9Round,1,160449,68349,279
gymguyz,9,moms-on-the-run,Moms on the RUN,1,13900,78200,49
gymguyz,10,fit4mom,Fit4mom,1,8245,83855,238
a-better-solution-in-home-care,1,mastercare,Mastercare,0,125800,1090,5
a-better-solution-in-home-care,2,1heart-caregiver-services,1Heart Caregiver Services,0,125650,1240,26
a-better-solution-in-home-care,3,visiting-angels,Visiting Angels,0,125460,1430,541
a-better-solution-in-home-care,4,elder-well,Elder-Well,0,130900,4010,3
a-better-solution-in-home-care,5,amada-senior-care,Amada Senior Care,0,121577,5313,
a-better-solution-in-home-care,6,avendelle-assisted-living,Avendelle Assisted Living,0,121525,5365,21
a-better-solution-in-home-care,7,home-helpers-home-care,Home Helpers Home Care,0,120750,6140,
a-better-solution-in-home-care,8,2nd-family,2nd Family,0,119825,7065,25
a-better-solution-in-home-care,9,comfort-keepers,Comfort Keepers,0,119560,7330,635
a-better-solution-in-home-care,10,nurse-next-door,Nurse Next Door,0,119115,7775,74
complete-weddings-events,1,wine-and-design,Wine and Design,0,69950,1150,58
complete-weddings-events,2,the-rock-underground,The Rock Underground,0,70500,1700,6
complete-weddings-events,3,ar-workshop,AR Workshop,0,71449,2649,133
complete-weddings-events,4,eaglerider,Eaglerider,0,73500,4700,154
complete-weddings-events,5,the-hot-spot,The Hot Spot,0,74900,6100,4
complete-weddings-events,6,the-giggling-pig,The Giggling Pig,0,75000,6200,7
complete-weddings-events,7,city-brew-tours,City Brew Tours,0,76200,7400,16
complete-weddings-events,8,divadance,DivaDance,0,56700,12100,43
complete-weddings-events,9,valhallan,Valhallan,0,82950,14150,9
complete-weddings-events,10,perfect-skating,Perfect Skating,0,53940,14860,27
decorate-with-lights,1,the-decor-group-christmas-decor,The Decor Group / Christmas Decor,0,38750,2550,
decorate-with-lights,2,mosquito-authority,Mosquito Authority,0,39000,2800,547
decorate-with-lights,3,premier-pool-service-pinnacle-pool-service,Premier Pool Service / Pinnacle Pool Service,0,43150,6950,34
decorate-with-lights,4,dryject,DryJect,0,46100,9900,32
decorate-with-lights,5,outdoor-lighting-concepts,Outdoor Lighting Concepts,0,48000,11800,4
decorate-with-lights,6,pacific-lawn-sprinklers,Pacific Lawn Sprinklers,0,23800,12400,78
decorate-with-lights,7,superior-mosquito-defense,Superior Mosquito Defense®,0,17400,18800,23
decorate-with-lights,8,naturalawn-of-america,NaturaLawn of America,0,57500,21300,99
decorate-with-lights,9,premier-pools-spas-pinnacle-pools-and-spas,Premier Pools & Spas / Pinnacle Pools and Spas,0,58950,22750,129
decorate-with-lights,10,augusta-lawn-care,Augusta Lawn Care,0,60500,24300,
era-group,1,complete-mobile-drug-testing,Complete Mobile Drug Testing,0,72350,3650,1
era-group,2,gasket-guy,Gasket Guy,0,80050,4050,38
era-group,3,world-options,World Options,0,81100,5100,18
era-group,4,instant-imprints,Instant Imprints,0,82800,6800,15
era-group,5,townepost,TownePost,0,83350,7350,19
era-group,6,locals-love-us,Locals Love Us,0,66750,9250,12
era-group,7,inxpress,InXpress,0,86900,10900,77
era-group,8,money-mailer,Money Mailer,0,64630,11370,136
era-group,9,runningboards-marketing,Runningboards Marketing,0,87400,11400,14
era-group,10,our-town-america,Our Town America,0,64399,11601,50
cd-one-price-cleaners,1,zips-cleaners,ZIPS Cleaners,0,867700,35525,72
cd-one-price-cleaners,2,laundrolab,LaundroLab,0,1182500,279275,12
cd-one-price-cleaners,3,speed-queen,Speed Queen,0,1199663,296438,32
cd-one-price-cleaners,4,laundry-spot,Laundry Spot,0,1268500,365275,4
cd-one-price-cleaners,5,martinizing,Martinizing,0,426748,476477,
cd-one-price-cleaners,6,door-to-door-laundry,Door to Door Laundry,0,393783,509442,1
cd-one-price-cleaners,7,wavemax-laundry,WaveMAX Laundry,0,359105,544120,66
cd-one-price-cleaners,8,mulberrys-garment-care,Mulberrys Garment Care,0,353500,549725,13
cd-one-price-cleaners,9,tide-laundromat,Tide Laundromat,0,1751885,848660,8
cd-one-price-cleaners,10,bubbly,Bubbly,0,47585,855640,3
discovery-map,1,coastal-angler-magazine,Coastal Angler Magazine,0,28975,275,34
discovery-map,2,amspirit,AmSpirit,0,21400,7850,19
discovery-map,3,city-lifestyle,City Lifestyle,0,37600,8350,236
discovery-map,4,redknight,RedKnight,0,17900,11350,1
discovery-map,5,dealer-specialties-international,Dealer Specialties International,0,17400,11850,97
discovery-map,6,unishippers,Unishippers,0,17365,11885,278
discovery-map,7,schmidt,Schmidt,0,44743,15493,464
discovery-map,8,sculpture-hospitality,Sculpture Hospitality,0,45500,16250,215
discovery-map,9,network-lead-exchange,Network Lead Exchange,0,12450,16800,36
discovery-map,10,city-publications,City Publications,0,46300,17050,39
atc-healthcare-services,1,signal,Signal,0,160200,1700,1883
atc-healthcare-services,2,labor-finders,Labor Finders,0,153635,4865,184
atc-healthcare-services,3,atwork,AtWork,0,165000,6500,90
atc-healthcare-services,4,pridestaff,PrideStaff,0,151950,6550,
atc-healthcare-services,5,silbar-security,Silbar Security,0,145500,13000,9
atc-healthcare-services,6,snapchef,Snapchef,0,138140,20360,4
atc-healthcare-services,7,spherion,Spherion,0,132980,25520,212
atc-healthcare-services,8,express-employment-professionals,Express Employment Professionals,0,131000,27500,791
atc-healthcare-services,9,nextaff,Nextaff,0,126700,31800,35
atc-healthcare-services,10,the-entrepreneur-s-source,The Entrepreneur's Source,0,114350,44150,