Unnamed: 0
int64
applicants
int64
sale_price
float64
num_units
int64
year_sold
int64
month_sold
int64
overall_qual
int64
total_sq_feet
float64
gr_liv_area
float64
tot_bathrooms
int64
lot_area
float64
exter_qual
int64
full_bath
int64
central_air
string
garage_type_attchd
int64
garage_type_basment
int64
garage_type_builtIn
int64
garage_type_detchd
int64
garage_type_no_garage
int64
NeighborhoodBrDale
int64
neighborhood_brk_side
int64
neighborhood_clear_cr
int64
neighborhood_collg_cr
int64
neighborhood_crawfor
int64
neighborhood_edwards
int64
neighborhood_gilbert
int64
neighborhood_idottrr
int64
neighborhood_meadowv
int64
neighborhood_mitchel
int64
neighborhood_n_ames
int64
neighborhood_n_ridge
int64
neighborhood_n_ridge_hghts
int64
neighborhood_n_w_ames
int64
neighborhood_old_town
int64
neighborhood_sawyer
int64
neighborhood_sawyer_w
int64
neighborhood_somerst
int64
neighborhood_stone_br
int64
neighborhood_swisu
int64
neighborhood_timber
int64
neighborhood_veenker
int64
neighborhood_saleprice
float64
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yes
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5
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5
2,008
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yes
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3
310,000
5
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5
4,417.90444
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yes
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no
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5
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5
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7
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3,909.868836
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yes
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198,517.720513
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1
129,000
4
2,007
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6
2,950.203417
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3
3,886.57478
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yes
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3,463.178996
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yes
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yes
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no
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136,000
4
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4,022.375606
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yes
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3
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4
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yes
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1,423
2
145,000
3
2,011
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5
2,846.379864
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2,259.511565
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yes
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1
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5
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yes
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yes
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yes
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3
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2,008
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5
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yes
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