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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+kpi.xlsx filter=lfs diff=lfs merge=lfs -text

Competitor Mapping Doc Final1(AL GHURAIR CENTRE).csv

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+Brand_ID,Brand Name,Neighboring Competitors,,,Competitors in Mall,,,,,,
+6ST,6thStreet,,,,Marks & Spencer,Splash Fashion,LC Waikiki,Max,Brands For Less,,
+AC,AC -Aldo Acc,,,,Lovisa,Flawless Beauty,Damas,,,,
+ADI,ADI - ADIDAS,Puma,Nike,,Puma,Nike,Skechers,,,,
+AL,AL - Aldo,Nike,Puma,,Adidas,Nike,Dune,Skechers,Puma,Charles & Keith,Steve Madden
+AN,AN - ANTA,Puma,Nike,,Skechers,Puma,Nike,,,,
+AR,AR - Aeropostale,,,,Forever 21,Splash Fashion,LC Waikiki,,,,
+ARD,ARD - Ardene,,,,Red Trees Fashion,Forever 21,LC Waikiki,,,,
+ASC,ASC - ASICS,Nike,Puma,,Nike,Puma,Skechers,,,,
+BBZ,BBZ - BRAND BAZAR,Ardene,,,Max,Splash Fashion,Brands For Less,,,,
+BHPC,BHPC - BEVERLY HILLS POLO CLUB,,,,Polo Club,Max,Tommy Hilfiger,,,,
+BK,BK - Birkenstock,Crocs,Nike,Puma,Crocs,Nike,Puma,Skechers,Hush Puppies,,
+BM,BM - Not Defined,,,,Lifestyle,Brands For Less,LC Waikiki,,,,
+CAK,CAK -Calvin Klein,,,,Marks & Spencer,Levis,Tommy Hilfiger,,,,
+CCC,CCC,,,,Charles & Keith,Steve Madden,Dune,,,,
+CK,CK - Charles & Keith,,,,Aldo,Steve Madden,Dune,,,,
+CL,CL - COOL CLUB,,,,Babyshop,The Children's Place,LC Waikiki,,,,
+CLI,CLINIQUE,,,,Flormar,The Body Shop,Bath & Body Works,,,,
+CLK,CLARKS,,,,Skechers,Hush Puppies,Dune,,,,
+CLK,CLK-CLARKS,,,,,,,,,,
+CR,CR - CROCS,Nike,Puma,,BirkenStock,Skechers,Hush Puppies,,,,
+DP,DP - DOLLAR PLUS,Miniso,,,Miniso,Daisa Japan,One Zone,,,,
+DU,DU - Dune,,,,Steve Madden,Charles&Keith,Aldo,,,,
+EL,ESTEE LAUDER,,,,The Body Shop,Bath&Body Works,Flomar,,,,
+F5,F5,,,,Brands For Less,Lifestyle,Splash Fashion,,,,
+FE,FE - Forest Essentials,,,,Rituals,The Face Shop,Bath & Body Works,,,,
+FLO,FLOW -FLOW,,,,Splash,LC Waikiki,Forever21,,,,
+FN,FN-FOREVER NEW,Ardene,,,Ardene,Marks & Spencer,Zara,LC Waikiki,,,
+GC,GC - Grand Central,,,,Brands For Less,Lifestyle,Splash Fashion,,,,
+HAV,HAV - HAVAIANAS,,,,Birkenstock,Crocs,Skechers,,,,
+HKT,HACKETT LONDON,,,,Tommy Hilfiger,Polo Club,Levis,,,,
+HM,HM - HEMA,,,,,,,,,,
+HP,HP - HUSH PUPPIES,,,,Clarks,Skechers,Dune,,,,
+HSC,HSC - Herschel,,,,Marks & Spencer,Lifestyle,LC Waikiki,,,,
+IG,IG - Inglot,,,,,,,,,,
+IPA,IPA - Not Defined,,,,,,,,,,
+KOT,KOTON,,,,Max,LC Waikiki,Splash Fashion,,,,
+LAK,LAK - LAKELAND,,,,Marks & Spencer,Lifestyle,Red Trees Fashion,,,,
+LCW,LCW - LC waikiki,,,,Max,Splash Fashion,Brands For Less,,,,
+LE,LE - Levis,,,,Calvin Klein,Tommy Hilfiger,Polo Club,,,,
+LVR,LVR - La vie n rose,,,,Marks & Spencer,Hunkem�ller (indirect),LC Waikiki,,,,
+MO,MO-MORESCHI,,,,Dune,Aldo,Steve Madden,,,,
+NA,NA - NATURALISER,,,,Clarks,Dune,Steve Madden,,,,
+NW,NW - NINE WEST,,,,Aldo,Charles & Keith,Dune,,,,
+NY,NY - New yorker,,,,Forever 21,LC Waikiki,Red Trees Fashion,,,,
+NYS,NYS - NYSAA,,,,Flawless Beauty,The Face Shop,The Body Shop,,,,
+PE,PE - Pedro,,,,Aldo,Charles & Keith,Dune,,,,
+R&B KIDS,R&B KIDS,,,,Babyshop,The Children�s Place,LC Waikiki,,,,
+RI,RI - RITUALS,,,,The Face Shop,Bath & Body Works,Forest Essentials,,,,
+SK,SK - Skechers,Crocs,Nike,Puma,Nike,Puma,Adidas,Crocs,,,
+SM,SM-Steve Madden,,,,Aldo,Dune,Charles& Keith,,,,
+SP,SP -Call it Spring,,,,Aldo,Steve Madden,Dune,,,,
+TAF,TAF - Atheletes co.,,,,Nike,Puma,Skechers,,,,
+TCP,TCP - The Childrens Place,,,,Babyshop,LC Waikiki,Cool Club,,,,
+TH,TH - Tommy Hilfiger,,,,Polo Club,Levis,Calvin Klein,,,,
+TOM,TOM-TOMS,,,,BirkenStock,Hush Puppies,Clarks,,,,
+UMB,UMB - UMBRO,Nike,Puma,,Nike,Adidas,Puma,,,,
+XV,XV - XIMIVOGUE,Miniso,,,Miniso, Daiso Japan,One Zone,,,,
+,,,,,,,,,,,
+,,,,,,,,,,,
+,,,,,,,,,,,
+,,,,,,,,,,,

Competitor Mapping Doc Final1(ARABIAN CENTRE).csv

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+Brand_ID,Brand Name,Neighboring Competitors,Competitors in mall,,,,,,,
+6ST,6thStreet,,Max,Lifestyle,Brands For Less,Redtag,SPLASH,,,
+AC,AC -Aldo Acc,,ALDO,CHARLES & KEITH,SHOEXPRESS,Nine West,,,,
+ADI,ADI - ADIDAS,,SKECHERS,PUMA,NIKE,Reebok,Under Armour,,,
+AL,AL - Aldo,Nine West,CHARLES & KEITH,Nine West,SHOEXPRESS,Steve Madden,,,,
+AN,AN - ANTA,,ADIDAS,SKECHERS,PUMA,Nike,,,,
+AR,AR - Aeropostale,,H&M,Forever 21,Max,Lifestyle,,,,
+ARD,ARD - Ardene,,Forever 21,SPLASH,H&M,Lifestyle,,,,
+ASC,ASC - ASICS,,SKECHERS,PUMA,Nike,Adidas,,,,
+BBZ,BBZ - BRAND BAZAR,,Brands For Less,Lifestyle,Redtag,,,,,
+BHPC,BHPC - BEVERLY HILLS POLO CLUB,,Ralph Lauren,Hackett London,Tommy Hilfiger,,,,,
+BK,BK - Birkenstock,,Crocs,Hush Puppies,SKECHERS,,,,,
+BM,BM - Not Defined,, Lifestyle,Max,SPLASH,,,,,
+CAK,CAK -Calvin Klein,,Hugo Boss,Tommy Hilfiger,CHARLES & KEITH,,,,,
+CCC,CCC,,SHOEXPRESS,Steve Madden,Birkenstock,,,,,
+CK,CK - Charles & Keith,,ALDO,Nine West,SHOEXPRESS,,,,,
+CL,CL - COOL CLUB,,The Children's Place,Babyshop,,,,,,
+CLI,CLINIQUE,,The Body Shop,MAC,Kiko Milano,Inglot,,,,
+CLK,CLARKS,,Hush Puppies,Steve Madden,Birkenstock,,,,,
+CLK,CLK-CLARKS,,Same as above,,,,,,,
+CR,CR - CROCS,,Birkenstock,Hush Puppies,SKECHERS,,,,,
+DP,DP - DOLLAR PLUS,,DAISO JAPAN,Miniso,HEMA,,,,,
+DU,DU - Dune,,CHARLES & KEITH,ALDO,Nine West,Steve Madden,,,,
+EL,ESTEE LAUDER,,MAC,Kiko Milano,The Body Shop,Inglot,,,,
+F5,F5,,Lifestyle,Max,Redtag,,,,,
+FE,FE - Forest Essentials,,Bath & Body Works,Rituals,Ajmal,Inglot,,,,
+FLO,FLOW -FLOW,,H&M,Max,Lifestyle,,,,,
+FN,FN-FOREVER NEW,,H&M,Lifestyle,SPLASH,,,,,
+GC,GC - Grand Central,,,,,,,,,
+HAV,HAV - HAVAIANAS,,Crocs,Birkenstock,SHOEXPRESS,,,,,
+HKT,HACKETT LONDON,,Tommy Hilfiger,Ralph Lauren,BHPC,,,,,
+HM,HM - HEMA,,Miniso,DAISO JAPAN,Dollar Plus,,,,,
+HP,HP - HUSH PUPPIES,,Birkenstock,Crocs,CLARKS,,,,,
+HSC,HSC - Herschel,,SKECHERS,Adidas,Nike,PUMA,,,,
+IG,IG - Inglot,,,,,,,,,
+IPA,IPA - Not Defined,,,,,,,,,
+KOT,KOTON,,H&M, Max, Lifestyle, Forever 21,,,,
+LAK,LAK - LAKELAND,,General retailers,,,,,,,
+LCW,LCW - LC waikiki,,H&M, Max, SPLASH,,,,,
+LE,LE - Levis,,Tommy Hilfiger, Lifestyle, Max, SPLASH,,,,
+LVR,LVR - La vie n rose,,Nayomi, Victoria's Secret,,,,,,
+MO,MO-MORESCHI,,Dune, ALDO, Steve Madden, CHARLES & KEITH,,,,
+NA,NA - NATURALISER,,CHARLES & KEITH, Nine West, Dune,,,,,
+NW,NW - NINE WEST,,ALDO, CHARLES & KEITH, Dune,,,,,
+NY,NY - New yorker,,H&M, Forever 21, Max,,,,,
+NYS,NYS - NYSAA,,H&M, Lifestyle, Max,,,,,
+PE,PE - Pedro,,CHARLES & KEITH, ALDO, Steve Madden,,,,,
+R&B KIDS,R&B KIDS,,The Children's Place, Babyshop,,,,,,
+RI,RI - RITUALS,,Bath & Body Works, Forest Essentials,,,,,,
+SK,SK - Skechers,,Adidas, PUMA, ASICS, Nike,,,,
+SM,SM-Steve Madden,Nine West,ALDO, CHARLES & KEITH, Nine West,,,,,
+SP,SP -Call it Spring,,ALDO, CHARLES & KEITH, Nine West,,,,,
+TAF,TAF - Atheletes co.,,Nike, Adidas, PUMA, ASICS,,,,
+TCP,TCP - The Childrens Place,,Babyshop, Cool Club, H&M Kids,,,,,
+TH,TH - Tommy Hilfiger,,Ralph Lauren, Hackett London, Levi's,,,,,
+TOM,TOM-TOMS,,Birkenstock, Crocs, Hush Puppies,,,,,
+UMB,UMB - UMBRO,,Adidas, PUMA, Nike, ASICS,,,,
+XV,XV - XIMIVOGUE,,Miniso, DAISO JAPAN, HEMA,,,,,
+,,,,,,,,,,

Competitor Mapping Doc Final1(DEIRA CITY CENTRE).csv

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+Brand_ID,Brand Name,Neighboring Competitors,,Competitors in mall,,,,,
+6ST,6thStreet,,,H&M,Zara,Max Fashion,Pull & Bear,Stradivarius,LC Waikiki
+AC,AC -Aldo Acc,,,Call it Spring,Charles & Keith,Charming Charlie,Parfois,,
+ADI,ADI - ADIDAS,Nike,,Nike,Puma,Under Armour,Reebok,,
+AL,AL - Aldo,Charles & Keith,,Charles & Keith,Call it Spring,Steve Madden,Nine West,,
+AN,AN - ANTA,,,Nike,Adidas,Puma,Asics,,
+AR,AR - Aeropostale,,,Forever 21,Pull & Bear,Stradivarius,American Eagle Outfitters,,
+ARD,ARD - Ardene,Forever 21,,H&M,New Look,Jennyfer,Mikyajy,,
+ASC,ASC - ASICS,Adidas,Nike,Nike,Adidas,Under Armour,Puma,,
+BBZ,BBZ - BRAND BAZAR,Forever 21,,Splash,Red Tag,R&B,LC Waikiki,,
+BHPC,BHPC - BEVERLY HILLS POLO CLUB,,,Ralph Lauren,GANT,Lacoste,Tommy Hilfiger,,
+BK,BK - Birkenstock,,,Clarks,Crocs,Ecco,Rock River Shoes,,
+BM,BM - Not Defined,,,,,,,,
+CAK,CAK -Calvin Klein,,,Armani Exchange,Tommy Hilfiger,Guess,Diesel,,
+CCC,CCC,,,Clarks,Ecco,Birkenstock,Rock River Shoes,,
+CK,CK - Charles & Keith,Aldo,,Aldo,Call it Spring,Parfois,Nine West,,
+CL,CL - COOL CLUB,,,H&M Kids,LC Waikiki,R&B Kids,Gap Kids,,
+CLI,CLINIQUE,,,Sephora,MAC Cosmetics,Make Up For Ever,Mikyajy,,
+CLK,CLARKS,,,Birkenstock,Ecco,Crocs,Shoe Mart,,
+CLK,CLK-CLARKS,,,,,,,,
+CR,CR - CROCS,,,Birkenstock,Clarks,Ecco,Rock River Shoes,,
+DP,DP - DOLLAR PLUS,,,Max Fashion,Red Tag,R&B,Shoe Mart,,
+DU,DU - Dune,Charles & Keith,Aldo,Aldo,Charles & Keith,Nine West,Call it Spring,,
+EL,ESTEE LAUDER,,,Clinique,MAC Cosmetics,Sephora,Make Up For Ever,,
+F5,F5,,,Adidas,Nike,Puma,Under Armour,,
+FE,FE - Forest Essentials,,,Ajmal Perfumes,Arabian Oud,Swiss Arabian,The Body Shop,,
+FLO,FLOW -FLOW,,,H&M,Zara,Max Fashion,LC Waikiki,,
+FN,FN-FOREVER NEW,,,Forever 21,Mango,Zara,Stradivarius,,
+GC,GC - Grand Central,Carrefour,,Marks & Spencer,Splash,Max Fashion,LC Waikiki,,
+HAV,HAV - HAVAIANAS,,,Crocs,Birkenstock,Rock River Shoes,Shoe Mart,,
+HKT,HACKETT LONDON,,,Ralph Lauren,GANT,Tommy Hilfiger,Lacoste,,
+HM,HM - HEMA,,,Max Fashion,LC Waikiki,Shoe Mart,Splash,,
+HP,HP - HUSH PUPPIES,,,Clarks,Rock River Shoes,Ecco,Birkenstock,,
+HSC,HSC - Herschel,,,Samsonite,Kipling,Rivoli Group,Sun and Sand Sport,,
+IG,IG - Inglot,,,MAC Cosmetics,Sephora,Make Up For Ever,Mikyajy,,
+IPA,IPA - Not Defined,,,,,,,,
+KOT,KOTON,Forever 21,,H&M,Zara,Stradivarius,LC Waikiki,,
+LAK,LAK - LAKELAND,,,Marks & Spencer,Massimo Dutti,Ted Baker,Ralph Lauren,,
+LCW,LCW - LC waikiki,Forever 21,,H&M,Zara,Max Fashion,Red Tag,,
+LE,LE - Levis,,,Wrangler,Diesel,Gap,G-Star Raw,,
+LVR,LVR - La vie n rose,,,Victoria�s Secret,Oysho,Women�secret,La Senza ME,,
+MO,MO-MORESCHI,,,Montblanc,Armani Exchange,Fendi,Gucci,,
+NA,NA - NATURALISER,,,Clarks,Rock River Shoes,Ecco,Birkenstock,,
+NW,NW - NINE WEST,Charles & Keith,Aldo,Charles & Keith,Aldo,Steve Madden,Call it Spring,,
+NY,NY - New yorker,,,H&M,Zara,Stradivarius,Forever 21,,
+NYS,NYS - NYSAA,,,,,,,,
+PE,PE - Pedro,,,Charles & Keith,Aldo,Nine West,Steve Madden,,
+R&B KIDS,R&B KIDS,,,LC Waikiki,H&M Kids,Gap Kids,Cool Club,,
+RI,RI - RITUALS,,,The Body Shop,Ajmal Perfumes,Swiss Arabian,Arabian Oud,,
+SK,SK - Skechers,,,Clarks,Ecco,Birkenstock,Rock River Shoes,,
+SM,SM-Steve Madden,Charles & Keith,Aldo,Aldo,Nine West,Charles & Keith,Call it Spring,,
+SP,SP -Call it Spring,,,Aldo,Charles & Keith,Steve Madden,Nine West,,
+TAF,TAF - Atheletes co.,,,Nike,Adidas,Puma,Under Armour,,
+TCP,TCP - The Childrens Place,,,H&M Kids,LC Waikiki,Gap Kids,R&B Kids,,
+TH,TH - Tommy Hilfiger,,,Ralph Lauren,GANT,Calvin Klein,Lacoste,,
+TOM,TOM-TOMS,,,Birkenstock,Clarks,Crocs,Rock River Shoes,,
+UMB,UMB - UMBRO,,,Nike,Adidas,Puma,Under Armour,,
+XV,XV - XIMIVOGUE,,,Miniso,Daiso,HEMA,Shoe Mart,,

Competitor Mapping Doc Final1(DUBAI HILLS).csv

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+,Brand Name,Neighbouring Competitors,Competitors in Mall,,,,,,,,,,,,,
+6ST,6thStreet,,Zara,Mango,H&M,Bershka,Pull & Bear,Stradivarius,Massimo Dutti,ASOS,,,,,,
+AC,AC -Aldo Acc,,Charles & Keith,Steve Madden,Nine West,Call It Spring,Parfois,Pedro,Vincci,Dune,,,,,,
+ADI,ADI - ADIDAS,,Nike,Puma,Skechers,Under Armour,New Balance,ASICS,Reebok,Decathlon,,,,,,
+AL,AL - Aldo,,Charles & Keith,Steve Madden,Nine West,Call It Spring,Parfois,Pedro,Vincci,Dune,,,,,,
+AN,AN - ANTA,,Nike,Adidas,Puma,Skechers,New Balance,Li-Ning,Decathlon,,,,,,,
+AR,AR - Aeropostale,,American Eagle,Abercrombie & Fitch,GAP,H&M,Pull & Bear,Zara,Forever 21,Hollister,,,,,,
+ARD,ARD - Ardene,,Forever 21,Cotton On,Bershka,Stradivarius,H&M,New Yorker,Zara,,,,,,,
+ASC,ASC - ASICS,,Nike,Skechers,Adidas,Puma,New Balance,Under Armour,Decathlon,Saucony,,,,,,
+BBZ,BBZ - BRAND BAZAR,,Centrepoint,Max,Carrefour,Sun & Sand Sports,Splash,Lifestyle,,,,,,,,
+BHPC,BHPC - BEVERLY HILLS POLO CLUB,,Tommy Hilfiger,Ralph Lauren,Hackett London,Lacoste,Nautica,Gant,,,,,,,,
+BK,BK - Birkenstock,,FitFlop,Hush Puppies,Skechers,Timberland,Crocs,Ecco,Geox,,,,,,,
+BM,BM - Not Defined,,Centrepoint,Max,Carrefour,Sun & Sand Sports,,,,,,,,,,
+CAK,CAK -Calvin Klein,,Tommy Hilfiger,Ralph Lauren,Lacoste,DKNY,Hugo Boss,Armani Exchange,Guess,,,,,,,
+CCC,CCC,,Clarks,Skechers,Timberland,Birkenstock,Ecco,Geox,FitFlop,,,,,,,
+CK,CK - Charles & Keith,,Aldo,Steve Madden,Nine West,Call It Spring,Parfois,Pedro,Dune,Vincci,,,,,,
+CL,CL - COOL CLUB,,The Children�s Place,R&B Kids,Mothercare,Okaidi Obaibi,Jacadi,Carter�s,,,,,,,,
+CLI,CLINIQUE,,Est�e Lauder,Sephora,Bobbi Brown,MAC,NARS,Lancome,KIKO Milano,,,,,,,
+CLK,CLARKS,,Birkenstock,Ecco,Geox,Timberland,FitFlop,Hush Puppies,Skechers,,,,,,,
+CLK,CLK-CLARKS,,,,,,,,,,,,,,,
+CR,CR - CROCS,,Birkenstock,Skechers,Havaianas,FitFlop,Ipanema,TOMS,,,,,,,,
+DP,DP - DOLLAR PLUS,,Daiso,Miniso,Flying Tiger Copenhagen,HEMA,Mumuso,,,,,,,,,
+DU,DU - Dune,,Aldo,Charles & Keith,Steve Madden,Nine West,Call It Spring,Pedro,Vincci,,,,,,,
+EL,ESTEE LAUDER,,Clinique,Sephora,Bobbi Brown,MAC,NARS,Lancome,Dior Beauty,Clinique,,,,,,
+F5,F5,,Flying Tiger Copenhagen,HEMA,Daiso,Miniso,Mumuso,,,,,,,,,
+FE,FE - Forest Essentials,,Rituals,L�Occitane en Provence,Bath & Body Works,The Body Shop,Kama Ayurveda,,,,,,,,,
+FLO,FLOW -FLOW,,Muji,IKEA,Home Centre,Flying Tiger Copenhagen,Lakeland,,,,,,,,,
+FN,FN-FOREVER NEW,,Zara,Mango,H&M,Marks & Spencer,Massimo Dutti,Ted Baker,,,,,,,,
+GC,GC - Grand Central,,Centrepoint,Max,Carrefour,Sun & Sand Sports,Lifestyle,,,,,,,,,
+HAV,HAV - HAVAIANAS,,Crocs,Birkenstock,FitFlop,Ipanema,TOMS,Reef,,,,,,,,
+HKT,HACKETT LONDON,,Tommy Hilfiger,Ralph Lauren,Lacoste,Brooks Brothers,Gant,Hugo Boss,,,,,,,,
+HM,HM - HEMA,,Daiso,Miniso,Flying Tiger Copenhagen,Dollar Plus,Mumuso,,,,,,,,,
+HP,HP - HUSH PUPPIES,,Clarks,FitFlop,Skechers,Birkenstock,Ecco,Geox,Timberland,,,,,,,
+HSC,HSC - Herschel,,Samsonite,American Tourister,Tumi,Eastpak,Fjallraven,The North Face,,,,,,,,
+IG,IG - Inglot,,MAC,Sephora,KIKO Milano,Clinique,Benefit Cosmetics,Dyson,NARS,Faces,L'atelier du luxe,Make Up For Ever,Clinique,NYSAA,,
+IPA,IPA - Not Defined,,,,,,,,,,,,,,,
+KOT,KOTON,,Zara,Mango,H&M,Bershka,Massimo Dutti,Pull & Bear,,,,,,,,
+LAK,LAK - LAKELAND,,Home Centre,IKEA,Muji,Flying Tiger Copenhagen,Lakeland,,,,,,,,,
+LCW,LCW - LC waikiki,,Zara,Mango,H&M,Bershka,Pull & Bear,Stradivarius,,,,,,,,
+LE,LE - Levis,,GAP,Wrangler,Lee,American Eagle,Tommy Hilfiger,Pepe Jeans,,,,,,,,
+LVR,LVR - La vie n rose,,Victoria�s Secret,Oysho,Intimissimi,Calvin Klein,Triumph,Tezenis,,,,,,,,
+MO,MO-MORESCHI,,Hugo Boss,Bally,Magnanni,Church�s,Ferragamo,,,,,,,,,
+NA,NA - NATURALISER,,Clarks,FitFlop,Ecco,Geox,Hush Puppies,,,,,,,,,
+NW,NW - NINE WEST,,Charles & Keith,Steve Madden,Aldo,Call It Spring,Parfois,Pedro,,,,,,,,
+NY,NY - New yorker,,H&M,Pull & Bear,Zara,Bershka,Forever 21,,,,,,,,,
+NYS,NYS - NYSAA,,MAC,Sephora,KIKO Milano,Clinique,Benefit Cosmetics,Dyson,NARS,Faces,L'atelier du luxe,Make Up For Ever,,,,
+PE,PE - Pedro,,Charles & Keith,Aldo,Steve Madden,Nine West,Dune,,,,,,,,,
+R&B KIDS,R&B KIDS,,The Children�s Place,Mothercare,Okaidi Obaibi,Cool Club,Jacadi,,,,,,,,,
+RI,RI - RITUALS,,Bath & Body Works,Forest Essentials,L�Occitane en Provence,The Body Shop,Molton Brown,,,,,,,,,
+SK,SK - Skechers,,Nike,Adidas,Puma,New Balance,ASICS,Under Armour,Reebok,,,,,,,
+SM,SM-Steve Madden,,Aldo,Charles & Keith,Nine West,Call It Spring,Dune,Pedro,,,,,,,,
+SP,SP -Call it Spring,,Aldo,Charles & Keith,Steve Madden,Parfois,Dune,,,,,,,,,
+TAF,TAF - Atheletes co.,,Foot Locker,Sun & Sand Sports,Decathlon,Dropkick,,,,,,,,,,
+TCP,TCP - The Childrens Place,,R&B Kids,Mothercare,Okaidi Obaibi,Jacadi,Carter�s,,,,,,,,,
+TH,TH - Tommy Hilfiger,,Ralph Lauren,Lacoste,Calvin Klein,Hackett London,Gant,Nautica,,,,,,,,
+TOM,TOM-TOMS,,Skechers,Crocs,FitFlop,Birkenstock,Ipanema,,,,,,,,,
+UMB,UMB - UMBRO,,Nike,Adidas,Puma,ASICS,New Balance,Decathlon,,,,,,,,
+XV,XV - XIMIVOGUE,,Miniso,Flying Tiger Copenhagen,Daiso,HEMA,Mumuso,,,,,,,,,
+,,,,,,,,,,,,,,,,
+,,,,,,,,,,,,,,,,

Competitor Mapping Doc Final1(IBN BATTUTA MALL).csv

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+Brand_ID,Brand Name,Neighboring Competitors,Competitors in mall,,,,,
+6ST,6thStreet,,Amazon,Brands, Centrepoint,R&B Fashion,Max,Brands for Less
+AC,AC -Aldo Acc,,Charles & Keith,Steve Madden,Call it Spring,Nine West,Primadonna Collection,
+ADI,ADI - ADIDAS,,Nike,Puma,Reebok,Sun and Sand Sport,Foot Locker,The Athletes Foot
+AL,AL - Aldo,,Charles & Keith,Steve Madden,Call it Spring,Nine West,Primadonna Collection,
+AN,AN - ANTA,,Nike,Adidas,Puma,Skechers,Decathlon,
+AR,AR - Aeropostale,,H&M,Forever 21,GAP,New Yorker,Cotton On Kids,Springfield
+ARD,ARD - Ardene,H&M,Forever 21,H&M,Springfield,New Yorker,Cotton On Body,
+ASC,ASC - ASICS,,Nike,Adidas,Puma,Skechers,Decathlon,Foot Locker
+BBZ,BBZ - BRAND BAZAR,H&M,Brands for Less,Carrefour,Max,R&B Fashion,,
+BHPC,BHPC - BEVERLY HILLS POLO CLUB,,US Polo Assn,Tommy Hilfiger,Lacoste,Nautica,GANT,
+BK,BK - Birkenstock,,Hush Puppies,Clarks,Ecco,Timberland,Skechers,
+BM,BM - Not Defined,,Brands for Less,Amazon,Carrefour,,,
+CAK,CAK -Calvin Klein,,Tommy Hilfiger,Lacoste ,GANT,Levis,Hugo Boss,
+CCC,CCC,,Deichmann,Shoe Studio,Shoexpress,Bata,,
+CK,CK - Charles & Keith,,Aldo,Steve Madden,Nine West,Call it Spring,Primadonna Collection,
+CL,CL - COOL CLUB,,Cotton On Kids,Carters,The Childrens Place,LC Waikiki,,
+CLI,CLINIQUE,,The Body Shop,Estee Lauder,,Mac Cosmetics,L�Occitane,Sephora
+CLK,CLARKS,,"Hush Puppies,","Ecco, Timberland,",Birkenstock,,,
+CLK,CLK-CLARKS,,,,,,,
+CR,CR - CROCS,,"Hush Puppies,","Skechers,","Birkenstock,",Deichmann,,
+DP,DP - DOLLAR PLUS,,Daiso Japan, Miniso, Brands for Less,,,
+DU,DU - Dune,,Aldo, Steve Madden, Charles & Keith, Call it Spring,,
+EL,ESTEE LAUDER,,Clinique, The Body Shop, Sephora, Mac Cosmetics,,
+F5,F5,,Brands for Less, Max, R&B Fashion, Centrepoint,,
+FE,FE - Forest Essentials,,The Body Shop, Bath and Body Works, L�Occitane, Rituals,,
+FLO,FLOW -FLOW,,Brands for Less, Max, R&B Fashion,,,
+FN,FN-FOREVER NEW,H&M,H&M, Zara, Springfield, New Yorker,,
+GC,GC - Grand Central,Carrefour,Carrefour, Centrepoint, Max,,,
+HAV,HAV - HAVAIANAS,,Crocs, Birkenstock, Ipanema,,,
+HKT,HACKETT LONDON,,Tommy Hilfiger, GANT, Lacoste, Ralph Lauren,,
+HM,HM - HEMA,,Miniso, Brands for Less, Daiso Japan,,,
+HP,HP - HUSH PUPPIES,,Clarks, Birkenstock, Ecco, Timberland,,
+HSC,HSC - Herschel,,Samsonite, Tumi, JanSport, Kipling,,
+IG,IG - Inglot,,Mac Cosmetics, Sephora, Clinique, NYX Professional Makeup,,
+IPA,IPA - Not Defined,,Brands for Less, Carrefour, Max,,,
+KOT,KOTON,H&M,H&M, Zara, R&B Fashion, Springfield,,
+LAK,LAK - LAKELAND,,Miniso, Brands for Less,,,,
+LCW,LCW - LC waikiki,H&M,H&M, Cotton On Kids, New Yorker, Forever 21,,
+LE,LE - Levis,,Tommy Hilfiger, Calvin Klein, GAP, GANT, Wrangler,
+LVR,LVR - La vie n rose,,Victoria�s Secret, Nayomi, Boux Avenue,,,
+MO,MO-MORESCHI,,Bally, Hugo Boss, Tumi,,,
+NA,NA - NATURALISER,,Clarks, Aldo, Steve Madden, Charles & Keith,,
+NW,NW - NINE WEST,,Aldo, Steve Madden, Charles & Keith, Call it Spring,,
+NY,NY - New yorker,,H&M, Zara, Forever 21, Springfield,,
+NYS,NYS - NYSAA,,Mac Cosmetics, Sephora, Clinique, NYX Professional Makeup,,
+PE,PE - Pedro,,Aldo, Steve Madden, Charles & Keith, Call it Spring,,
+R&B KIDS,R&B KIDS,,LC Waikiki, Cotton On Kids, Carters, The Childrens Place,,
+RI,RI - RITUALS,,The Body Shop, Bath and Body Works, L�Occitane, Forest Essentials,,
+SK,SK - Skechers,,Adidas, Nike, Puma, ASICS, Crocs,
+SM,SM-Steve Madden,,Aldo, Charles & Keith, Nine West, Call it Spring,,
+SP,SP -Call it Spring,,Aldo, Charles & Keith, Steve Madden, Nine West,,
+TAF,TAF - Atheletes co.,,Adidas, Nike, Puma, Skechers, Reebok,
+TCP,TCP - The Childrens Place,,Cotton On Kids, LC Waikiki, R&B Kids, Carters,,
+TH,TH - Tommy Hilfiger,,Calvin Klein, Lacoste, Ralph Lauren, Nautica,,
+TOM,TOM-TOMS,,Crocs, Skechers, Timberland,,,
+UMB,UMB - UMBRO,,Nike, Adidas, Puma, ASICS,,
+XV,XV - XIMIVOGUE,,Miniso, Daiso Japan, Hema,,,
+,,,,,,,,

kpi.xlsx

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