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
1
3
208,500
4
2,008
2
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3,586.886473
2,785.059658
5
3,898.256262
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4
yes
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5
2,007
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3,560.347897
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245,890.625
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3
223,500
1
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7
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5
4,461.60282
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yes
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198,517.720513
4
4
140,000
3
2,011
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7
3,527.522576
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3
4,139.131115
3
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yes
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213,681.737226
5
5
250,000
5
2,008
12
8
4,012.276458
3,173.357344
5
4,928.291795
4
4
yes
1
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331,835.284404
6
5
143,000
3
2,009
10
5
3,308.431003
2,433.181411
3
4,908.173858
3
2
yes
1
0
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157,755.829787
7
5
307,000
1
2,007
8
8
4,029.978391
2,770.520814
4
4,246.22717
4
4
yes
1
0
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0
231,775.424528
8
5
200,000
3
2,009
11
7
3,940.460443
3,095.426462
5
4,303.552913
3
4
yes
1
0
0
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191,923.372093
9
2
129,900
5
2,008
4
7
3,684.155641
2,841.886399
3
3,263.279679
3
4
yes
0
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124,716.12459
10
3
118,000
4
2,008
1
5
3,239.932668
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3
3,642.400932
3
2
yes
1
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126,987.794118
11
1
129,500
3
2,008
2
5
3,249.236059
2,016.129243
3
4,452.834955
3
2
yes
0
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136,902.412935
12
6
345,000
1
2,011
7
9
4,085.625881
3,259.578063
5
4,576.133552
5
6
yes
0
0
1
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306,152.504808
13
1
144,000
5
2,008
9
5
3,038.063444
1,813.099751
3
4,741.344476
3
2
yes
0
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136,902.412935
14
5
279,500
2
2,007
8
7
3,831.733215
2,576.226237
3
4,354.089114
4
4
yes
1
0
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198,517.720513
15
3
157,000
5
2,008
5
6
3,548.838818
2,304.200495
3
4,402.999896
3
2
yes
1
0
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147,744.311111
16
3
132,000
4
2,007
7
7
2,911.573757
1,711.532673
1
3,263.279679
3
2
yes
0
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1
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126,987.794118
17
3
149,000
2
2,010
3
6
3,192.591144
1,961.66731
3
4,460.027483
3
2
yes
1
0
0
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147,744.311111
18
3
90,000
3
2,011
10
4
2,488.648141
2,356.374057
3
4,379.608662
3
4
yes
0
0
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136,902.412935
19
4
159,000
1
2,008
6
5
3,359.761461
2,122.39784
3
4,848.713402
3
2
yes
0
0
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1
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181,841.175
20
4
139,000
1
2,009
5
5
3,457.755622
2,406.845786
1
3,679.192562
3
2
yes
1
0
0
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147,744.311111
21
4
325,300
2
2,011
11
8
4,101.633045
3,293.806714
5
4,922.070271
4
6
yes
0
0
1
0
0
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0
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1
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306,152.504808
22
1
139,400
5
2,007
6
7
2,966.874102
2,114.048178
1
3,650.078727
3
2
yes
1
0
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0
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101,388.678571
23
3
230,000
2
2,008
9
8
4,118.833787
2,860.087003
3
4,178.311747
4
4
yes
1
0
0
0
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1
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198,517.720513
24
2
129,900
5
2,007
6
5
3,264.623136
2,045.577645
3
2,533.523095
3
2
yes
1
0
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101,947.916667
25
2
154,000
5
2,010
5
5
3,279.864432
2,045.577645
3
3,850.154005
3
2
yes
1
0
0
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136,902.412935
26
7
256,300
4
2,009
7
8
3,924.790277
2,682.231164
3
4,924.146297
4
4
yes
1
0
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306,152.504808
27
2
134,800
2
2,010
5
5
3,016.767511
1,792.6258
2
3,583.159326
3
2
yes
0
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147,744.311111
28
5
306,000
4
2,010
5
8
4,043.246151
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4
4,501.096547
4
4
yes
1
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306,152.504808
29
3
207,500
5
2,011
12
5
3,882.588897
2,682.231164
3
5,194.018249
3
2
yes
1
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147,744.311111
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0
68,500
3
2,008
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4
2,134.938392
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1
3,327.817963
3
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no
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0
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1
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1
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126,987.794118
31
0
40,000
3
2,008
7
4
3,158.603118
2,381.228744
1
3,909.868836
3
2
no
0
0
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1
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1
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101,388.678571
32
2
149,350
2
2,008
6
5
3,516.430253
2,273.038208
2
3,920.03154
3
2
yes
1
0
0
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1
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136,902.412935
33
5
179,900
4
2,008
1
8
3,524.26806
2,280.574588
3
4,426.116446
4
4
yes
1
0
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198,517.720513
34
3
165,500
1
2,010
4
5
3,889.872833
2,775.9889
3
4,335.522932
3
2
yes
1
0
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147,744.311111
35
7
277,500
4
2,007
8
9
3,902.283361
2,644.068492
4
3,613.810586
5
4
yes
1
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306,152.504808
36
4
309,000
2
2,011
9
8
4,117.4825
3,342.509484
5
4,808.491425
4
6
yes
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306,152.504808
37
5
145,000
1
2,009
6
5
3,335.034017
2,098.622463
2
4,391.973558
3
2
yes
1
0
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198,517.720513
38
2
153,000
5
2,009
10
5
3,604.338713
2,357.56671
2
3,917.265093
3
2
yes
1
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147,744.311111
39
4
109,000
2
2,010
1
5
3,275.307186
2,041.195952
3
3,771.255047
3
2
yes
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147,744.311111
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1
82,000
4
2,008
6
4
2,299.324814
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3,237.38149
3
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no
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123,526.718147
41
3
160,000
3
2,011
12
6
3,487.360429
2,389.425712
3
3,946.120689
3
4
yes
1
0
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147,744.311111
42
7
170,000
1
2,007
7
5
3,655.587402
2,394.090273
3
5,263.222299
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yes
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243,074.457143
43
5
144,000
3
2,007
12
5
2,947.408096
1,764.898888
3
4,061.353932
3
2
yes
1
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181,841.175
44
6
130,250
4
2,008
7
5
3,083.25969
1,856.551999
3
4,065.637598
3
2
yes
0
0
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198,517.720513
45
5
141,000
4
2,011
5
5
3,410.903464
2,171.571269
3
3,776.961375
3
2
yes
1
0
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147,744.311111
46
5
319,900
4
2,010
2
9
4,087.922393
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4
3,704.543589
5
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yes
1
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306,152.504808
47
5
239,686
2
2,009
8
7
4,123.778816
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3
4,719.057527
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2
yes
1
0
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157,755.829787
48
7
249,700
2
2,007
7
8
3,997.293653
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3
4,434.47174
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4
yes
1
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231,775.424528
49
4
113,000
5
2,009
6
4
3,330.63062
2,532.129896
3
2,638.755562
3
4
yes
0
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124,716.12459
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2
127,000
4
2,007
1
5
3,112.139044
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3
3,726.016189
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yes
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136,902.412935
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7
177,000
1
2,007
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3,385.535684
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3
4,873.565291
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yes
1
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0
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0
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0
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0
193,941.862745
52
1
114,500
4
2,011
9
6
3,179.727853
2,206.138117
1
3,301.499117
3
2
yes
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
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0
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0
126,987.794118
53
1
110,000
4
2,010
5
5
2,859.237718
1,641.181155
3
3,903.374236
2
2
no
0
0
0
0
0
0
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0
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1
0
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0
101,388.678571
54
3
385,000
5
2,011
11
9
4,168.486434
2,900.062264
3
7,408.51646
4
0
yes
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
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0
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1
245,890.625
55
1
130,000
1
2,007
2
5
2,965.952471
2,430.909066
1
3,565.033528
3
2
yes
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
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0
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0
147,744.311111
56
5
180,500
5
2,008
7
6
3,755.691139
2,503.103963
3
4,263.910399
3
4
yes
1
0
0
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0
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0
0
0
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1
0
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147,744.311111
57
7
172,500
3
2,009
8
8
3,674.095644
2,811.068117
5
1,612.296767
4
4
yes
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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1
0
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0
231,775.424528
58
7
196,500
5
2,011
8
7
3,595.636259
2,794.077556
3
4,529.529399
4
4
yes
1
0
0
0
0
0
0
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1
0
0
0
0
0
0
0
0
0
0
0
0
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0
198,517.720513
59
2
438,780
5
2,011
10
10
4,437.596813
3,625.907232
5
4,846.843995
5
6
yes
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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1
0
0
0
309,745.587302
60
3
124,900
1
2,008
1
5
2,786.697637
1,571.446193
1
3,583.159326
3
2
yes
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
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0
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198,517.720513
61
4
158,000
1
2,011
5
6
3,422.050892
2,182.289697
3
4,757.067622
3
2
yes
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
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0
181,841.175
62
0
101,000
4
2,007
3
5
2,868.079487
2,118.22864
1
3,583.159326
3
2
no
0
0
0
1
0
0
0
0
0
0
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0
1
0
0
0
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0
101,388.678571
63
5
202,500
4
2,007
10
8
3,692.393367
2,442.23757
3
3,364.205247
4
4
yes
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
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0
0
0
306,152.504808
64
2
140,000
4
2,010
4
7
3,401.085695
2,785.059658
3
4,287.944464
3
4
yes
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
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0
0
0
0
0
124,716.12459
65
3
219,500
2
2,009
2
7
3,886.234988
3,053.417996
5
4,102.727309
3
4
yes
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
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0
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0
198,517.720513
66
4
317,000
1
2,007
10
8
4,138.52335
3,355.700878
3
4,147.563543
4
4
yes
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
306,152.504808
67
7
180,000
5
2,010
7
7
4,361.598649
3,179.677844
4
5,584.296801
3
4
yes
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
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0
147,744.311111
68
3
226,000
3
2,007
6
7
3,801.307594
2,560.621397
4
4,356.489907
4
4
yes
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
198,517.720513
69
4
80,000
4
2,010
6
4
2,717.200807
1,504.638688
1
2,704.771183
3
2
yes
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
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0
124,716.12459
70
7
225,000
1
2,011
7
7
4,127.365678
3,234.753653
3
5,104.197555
4
4
yes
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
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0
0
205,982.833333
71
3
244,000
4
2,007
2
7
4,470.857639
3,190.850939
4
4,842.379
3
4
yes
1
0
0
0
0
0
0
0
0
0
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0
0
0
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1
0
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147,744.311111
72
2
129,500
2
2,007
6
4
2,915.383603
1,695.157209
3
3,689.320379
3
2
yes
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
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0
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0
157,755.829787
73
5
185,000
1
2,009
12
7
3,576.828094
2,792.278176
3
4,257.322052
3
4
yes
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
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0
193,941.862745
74
3
144,900
3
2,010
5
5
3,318.828959
2,083.041429
3
4,268.740744
3
2
yes
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
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0
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0
147,744.311111
75
1
107,400
2
2,010
5
3
3,509.211896
2,687.056447
3
3,154.18124
4
4
no
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
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0
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0
124,716.12459
76
1
91,000
1
2,009
11
4
2,669.143537
1,936.832805
3
618.328292
3
2
yes
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
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0
101,947.916667
77
1
135,750
3
2,008
4
4
3,107.080214
1,879.453618
1
3,904.071112
3
2
yes
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
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0
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0
147,744.311111
78
2
127,000
2
2,008
1
5
3,151.225596
2,343.193849
3
3,940.884858
3
2
yes
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
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0
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0
126,987.794118
79
1
136,500
5
2,010
4
4
4,102.542947
2,836.646664
3
4,377.235916
3
4
no
0
0
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1
0
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0
0
0
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0
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0
0
0
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1
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0
0
136,902.412935
80
2
110,000
1
2,009
5
5
2,896.243499
2,275.554415
2
4,314.518783
3
2
yes
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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1
0
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0
124,716.12459
81
3
193,500
5
2,009
6
6
3,858.421065
3,133.438897
3
4,746.195757
3
4
yes
1
0
0
0
0
0
0
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0
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0
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147,744.311111
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5
153,500
1
2,011
3
6
3,591.892177
2,404.534409
4
2,658.094083
3
4
yes
1
0
0
0
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0
0
0
0
0
0
0
0
1
0
0
0
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0
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0
157,755.829787
83
5
245,000
1
2,008
10
8
3,904.342506
2,646.048616
3
4,269.898265
3
4
yes
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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1
0
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0
231,775.424528
84
6
126,500
1
2,007
7
5
3,287.43127
2,052.853008
2
3,998.61269
3
2
yes
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
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147,744.311111
85
2
168,500
4
2,009
5
7
3,067.758113
2,555.384617
3
3,916.80364
3
4
yes
0
0
1
0
0
0
0
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0
0
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1
0
0
0
0
0
0
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193,941.862745
86
5
260,000
1
2,011
4
8
4,177.628074
3,320.270817
3
5,162.162689
4
4
yes
1
0
0
0
0
0
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0
0
0
0
0
0
0
0
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1
0
0
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0
331,835.284404
87
4
174,000
1
2,009
3
6
3,371.267682
2,643.077479
3
4,573.986365
4
4
yes
0
0
1
0
0
0
0
0
0
0
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1
0
0
0
0
0
0
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0
193,941.862745
88
4
164,500
1
2,009
6
6
3,048.606617
2,267.993487
3
2,402.0284
4
4
yes
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
231,775.424528
89
0
85,000
1
2,009
10
3
3,569.876297
2,608.999759
1
3,902.909515
2
2
no
0
0
0
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1
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0
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0
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1
0
0
0
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0
101,388.678571
90
6
123,600
3
2,007
8
4
3,170.012433
1,939.959001
3
3,807.688066
3
2
yes
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
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0
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0
198,517.720513
91
3
109,900
4
2,011
7
4
2,134.938392
2,016.129243
1
3,583.159326
3
2
yes
0
0
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1
0
0
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147,744.311111
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4
98,600
5
2,011
12
5
3,525.570657
2,281.82709
1
3,909.868836
3
2
yes
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
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147,744.311111
93
6
163,500
4
2,009
8
5
3,052.105708
1,898.817377
3
4,799.964426
3
2
yes
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
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0
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0
213,681.737226
94
1
133,900
5
2,007
11
6
4,088.381303
3,237.456652
3
3,583.159326
3
4
no
0
0
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1
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0
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124,716.12459
95
3
204,750
4
2,007
5
6
3,614.227068
2,852.312942
5
4,094.732728
3
4
yes
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
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0
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198,517.720513
96
2
185,000
1
2,009
4
6
3,302.458999
2,551.182397
3
4,182.953384
5
4
yes
0
0
1
0
0
0
0
0
0
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1
0
0
0
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0
193,941.862745
97
7
214,000
1
2,011
8
7
3,929.861866
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3
4,281.052686
4
4
yes
1
0
0
0
0
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1
0
0
0
0
0
0
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0
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198,517.720513
98
5
94,750
1
2,007
5
4
3,120.535236
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3
4,403.180142
3
2
yes
1
0
0
0
0
0
0
0
0
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1
0
0
0
0
0
0
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0
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0
123,526.718147
99
0
83,000
5
2,010
5
5
2,484.922844
1,676.756673
1
4,349.093476
3
2
no
0
1
0
0
0
0
0
0
0
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1
0
0
0
0
0
0
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0
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0
123,526.718147
100
4
128,950
1
2,010
1
4
3,321.048375
2,269.25621
3
4,091.145667
3
2
yes
0
0
0
0
1
0
0
0
0
0
0
0
0
0
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0
0
0
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0
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147,744.311111