upload datasetSAMPLE.csv

A sample of a dataset that can be used to train this model.

datasetSAMPLE.csv

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+Rent,Property_type,Area,Suburb,Bedrooms,Bathrooms,Garages,nGparking,floor_size,Pool,Garden,Study,Pets,Furnished,Fibre
+8500,0,lonehill,sandton,2,2,0,1,72,0,0,0,0,0,0
+35000,2,waterkloof-heights,pretoria,4,2.5,3,1,1760,1,1,1,1,0,1
+6950,1,northwold,randburg,1,1,0,1,60,1,1,0,1,0,0
+15500,0,vredehoek,cape-town,1,1,0,0,78,0,0,0,1,0,0
+7500,0,solheim,germiston,1,1,1,0,75,0,0,0,0,0,0
+21000,2,jackal-creek-golf-estate,randburg,3,2,2,2,175,1,1,0,0,0,0
+14500,0,carlswald,midrand,3,2,0,2,115,0,1,0,1,0,1
+22000,0,waterfall,midrand,2,2,0,2,115,1,0,0,0,0,0
+13500,2,craighall-park,johannesburg,3,1,0,2,160,0,1,0,1,0,0
+7000,2,elim,kuils-river,2,1,0,0,60,0,1,0,0,0,1
+8800,0,lombardy-estate,pretoria,3,2,0,2,73,1,0,0,0,0,0
+13500,0,carlswald,midrand,3,2,0,2,115,0,0,0,1,0,1
+4470,0,marshalltown,johannesburg,1,1,0,0,27,0,0,0,0,0,0
+11500,0,sandown,sandton,1,1,0,1,45,1,0,0,1,0,0
+6700,0,ramsgate,margate,2,1,0,2,70,0,1,0,1,0,1
+13500,1,solheim,germiston,2,2,0,2,107,1,1,0,1,0,0
+16000,0,glen-marais,kempton-park,3,2,0,4,110,1,1,0,1,0,0
+55000,2,dainfern-golf-estate,sandton,5,4.5,4,4,600,1,1,1,1,0,0
+28500,2,midstream-estate,centurion,4,3.5,2,0,355,1,1,0,1,0,0
+48000,2,la-lucia,umhlanga,4,4,2,4,560,1,1,1,1,0,0
+7200,0,montgomery-park,johannesburg,2,1,0,2,58,1,0,0,0,0,1
+5100,2,florida-north,roodepoort,1,1,0,0,80,0,1,0,1,0,0
+15260,2,waverley,pretoria,4,2,0,2,2,0,0,0,1,0,0
+9900,0,carlswald,midrand,2,2,0,1,78,0,0,0,0,0,1
+4460,2,soshanguve-east,soshanguve,2,1,0,2,55,0,0,0,0,0,0
+8000,0,strathavon,sandton,1,1,0,1,70,1,0,0,0,0,1
+13000,0,menlo-park,pretoria,2,2,0,0,103,0,0,0,0,0,0
+10500,0,bryanston,sandton,2,2,0,2,80,1,0,0,0,0,0
+30000,2,seaward-estates,ballito,4,3.5,2,1,340,1,1,0,1,0,0
+6660,0,margate,margate,2,1.5,1,0,85,0,0,0,0,0,0
+35000,1,la-lucia-ridge,umhlanga,4,3,2,1,260,1,1,1,1,0,0
+13100,0,crowthorne-ah,midrand,3,2,0,2,113,0,0,0,1,0,1
+9500,0,blue-hills-ah,midrand,2,2,0,2,85,1,1,0,0,0,1
+8000,2,protea-glen,soweto,3,2,0,0,80,0,0,0,1,0,1
+9000,0,pinehaven,krugersdorp,2,2,0,2,72,0,0,0,0,0,1
+5250,0,glenwood,durban,0.5,1,0,1,30,1,1,0,0,1,0
+9000,0,linden,randburg,1,1,0,0,54,0,0,0,0,0,0
+8000,2,parkmore,sandton,1,1,0,1,65,0,0,0,0,1,0
+10700,0,northgate,randburg,2,2,0,2,72,1,0,0,1,0,0
+6500,0,lombardy,johannesburg,2,1,1,0,71,0,0,0,0,0,0
+5000,0,pretoria-west,pretoria,2,1,0,1,106,0,0,0,0,0,0
+30000,2,palm-lakes-estate,ballito,4,3,2,2,240,1,1,0,1,0,0
+4300,2,mondeor,johannesburg,1,1,0,0,46,0,1,0,0,0,0
+13000,0,melrose,johannesburg,3,2,0,2,128,0,0,0,0,0,0
+22000,0,sandown,sandton,3,2,1,1,198,1,1,0,0,1,0
+25000,1,hurlingham,sandton,3,3,2,0,282,0,1,0,1,0,1
+6500,1,winchester-hills,johannesburg,2,1,0,1,73,1,0,0,0,0,0
+8450,0,pineslopes,sandton,2,1,0,2,120,1,0,0,0,0,1
+18500,1,six-fountains-residential-estate,pretoria,3,2,2,0,122,0,1,0,1,0,1
+14000,0,umhlanga-central,umhlanga,2,2,0,1,77,1,1,0,0,1,0
+17500,2,summerset,midrand,4,3,1,0,175,0,1,0,0,0,1
+10950,1,robindale,randburg,3,2.5,1,2,98,0,1,0,0,0,0
+29500,2,waterkloof,pretoria,3,4,2,5,345,0,0,0,0,0,0
+8000,0,langebaan-north,langebaan,1,1,0,2,20,0,1,0,1,1,0
+20000,0,sea-point,cape-town,3,2,0,0,100,0,0,1,0,1,0
+12500,2,berton-park,boksburg,3,1.5,0,1,140,1,1,0,1,0,1
+10300,0,noordwyk,midrand,3,2,0,2,76,0,0,0,1,0,1
+10500,1,escombe,queensburgh,3,2,1,1,135,0,1,0,1,0,1
+8200,0,illovo,sandton,0.5,1,0,1,45,0,0,0,0,1,0
+13500,2,glenwood,durban,3,2,2,1,200,1,1,0,0,0,0
+25000,2,brooklyn,pretoria,3,2.5,2,2,230,1,1,0,1,0,1
+8500,0,bryanston,sandton,2,2,0,2,80,1,0,0,0,0,0
+11500,0,rosebank,johannesburg,1,1,0,1,65,0,0,0,0,1,0
+11500,0,ballitoville,ballito,2,1,0,1,60,0,0,0,0,0,1
+7000,0,douglasdale,sandton,1,1,0,1,42,0,1,0,0,0,1
+14500,0,amanzimtoti,amanzimtoti,3,2,0,1,99,1,0,0,0,1,0
+3000,0,farrar-park,boksburg,1,1,0,1,35,0,1,0,1,0,0
+9500,0,moreleta-park,pretoria,2,1,0,0,76,0,0,0,0,0,0
+10000,0,athlone-park,amanzimtoti,2,2,1,0,117,1,0,0,0,0,0
+25000,2,la-lucia,umhlanga,4,2,1,0,250,1,0,0,1,0,0
+5000,0,empangeni-central,empangeni,1,1,0,1,58,0,0,0,0,0,0