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
201
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112,000
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5
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7
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2
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2
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4
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6
3,250.008918
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4
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198,517.720513
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0
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5
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4
3,197.388483
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1
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no
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124,716.12459
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3
311,500
3
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7
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3
5,112.637393
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yes
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5
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3
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3
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yes
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198,517.720513
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3
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4
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3
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1
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1
4,325.798869
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yes
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1
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4,588.705563
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3
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yes
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1
112,000
1
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5
3,130.553162
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3
719.240467
3
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yes
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5
290,000
5
2,007
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4,185.422631
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3
4,219.895501
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1
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6
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2
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1
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5
3,038.063444
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1
3,914.725762
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3
148,000
4
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6
3,471.279928
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3
3,969.174097
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yes
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2,691.165875
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1
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3
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3,753.534788
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3,972.092974
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yes
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198,517.720513
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yes
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318,000
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4
113,000
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3,355.425321
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262,500
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3
2,007
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120,000
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140,000
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2,011
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4,472.072968
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yes
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147,744.311111
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5
180,000
5
2,007
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3
2,010
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3
3,213.277074
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yes
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yes
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147,744.311111
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2
230,000
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2,011
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3,974.80073
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3,964.224578
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yes
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193,941.862745
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3,981.270416
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198,517.720513
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4,658.731192
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124,716.12459
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5,523.625187
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136,902.412935
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3,369.833897
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124,716.12459
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no
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4,603.347558
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191,923.372093
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185,000
1
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6
3,419.966625
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4,454.06481
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yes
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193,941.862745
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3,499.390156
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yes
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8
3,856.302254
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4,368.083223
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yes
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231,775.424528
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6,914.01885
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yes
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205,982.833333
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290,000
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4,049.83922
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yes
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331,835.284404
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139,000
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3,768.057219
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4,149.409739
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yes
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147,744.311111
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yes
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no
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yes
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yes
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9
4,395.314147
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yes
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yes
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yes
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yes
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yes
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yes
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3,821.057343
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yes
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3,000.608491
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4,193.808319
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yes
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yes
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3,534.65942
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yes
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yes
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yes
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