,garden,basement,elevator,balcony,floor (storey),nmbr of rooms,construction year,unemployment,Anteil Gruenenwaehler,Berlin,Duesseldorf,Frankfurt,Hamburg,Koeln,Muenchen,Stuttgart,pred_price
0,False,True,True,1,1,3,9,1,1,1,0,0,0,0,0,0,6651.443890252854
1,False,True,True,0,1,3,9,1,1,1,0,0,0,0,0,0,6495.696981973817
2,False,True,True,1,1,3,9,1,2,1,0,0,0,0,0,0,8004.6007393737245
3,False,True,True,0,1,3,9,1,2,1,0,0,0,0,0,0,7790.257922881922
4,False,True,True,1,1,3,9,1,3,1,0,0,0,0,0,0,7716.392072555415
5,False,True,True,0,1,3,9,1,3,1,0,0,0,0,0,0,7764.244309014193
6,False,True,True,1,1,3,9,1,1,0,1,0,0,0,0,0,7673.6063672004475
7,False,True,True,0,1,3,9,1,1,0,1,0,0,0,0,0,7709.427549781202
8,False,True,True,1,1,3,9,1,2,0,1,0,0,0,0,0,8685.320960683172
9,False,True,True,0,1,3,9,1,2,0,1,0,0,0,0,0,9133.021843045486
10,False,True,True,1,1,3,9,1,3,0,1,0,0,0,0,0,9953.7846507952
11,False,True,True,0,1,3,9,1,3,0,1,0,0,0,0,0,9778.791157221138
12,False,True,True,1,1,3,9,1,1,0,0,1,0,0,0,0,9753.711436555192
13,False,True,True,0,1,3,9,1,1,0,0,1,0,0,0,0,9616.987938039554
14,False,True,True,1,1,3,9,1,2,0,0,1,0,0,0,0,10144.37558247067
15,False,True,True,0,1,3,9,1,2,0,0,1,0,0,0,0,10526.47718859917
16,False,True,True,1,1,3,9,1,3,0,0,1,0,0,0,0,9605.430295375256
17,False,True,True,0,1,3,9,1,3,0,0,1,0,0,0,0,10028.103504631637
18,False,True,True,1,1,3,9,1,1,0,0,0,1,0,0,0,8093.544337651182
19,False,True,True,0,1,3,9,1,1,0,0,0,1,0,0,0,7710.982357587418
20,False,True,True,1,1,3,9,1,2,0,0,0,1,0,0,0,11402.770145537697
21,False,True,True,0,1,3,9,1,2,0,0,0,1,0,0,0,10533.042887686917
22,False,True,True,1,1,3,9,1,3,0,0,0,1,0,0,0,13317.501547630449
23,False,True,True,0,1,3,9,1,3,0,0,0,1,0,0,0,11607.276549904527
24,False,True,True,1,1,3,9,1,1,0,0,0,0,1,0,0,7306.4733344509295
25,False,True,True,0,1,3,9,1,1,0,0,0,0,1,0,0,7611.43085912071
26,False,True,True,1,1,3,9,1,2,0,0,0,0,1,0,0,7596.241573259361
27,False,True,True,0,1,3,9,1,2,0,0,0,0,1,0,0,8284.72949639925
28,False,True,True,1,1,3,9,1,3,0,0,0,0,1,0,0,8656.612485916488
29,False,True,True,0,1,3,9,1,3,0,0,0,0,1,0,0,9018.409326684141
30,False,True,True,1,1,3,9,1,1,0,0,0,0,0,1,0,11798.55171070608
31,False,True,True,0,1,3,9,1,1,0,0,0,0,0,1,0,11996.560635575821
32,False,True,True,1,1,3,9,1,2,0,0,0,0,0,1,0,15768.949625704445
33,False,True,True,0,1,3,9,1,2,0,0,0,0,0,1,0,14130.837769203423
34,False,True,True,1,1,3,9,1,3,0,0,0,0,0,1,0,15836.349160827309
35,False,True,True,0,1,3,9,1,3,0,0,0,0,0,1,0,14415.864127750732
36,False,True,True,1,1,3,9,1,1,0,0,0,0,0,0,1,7918.807108572952
37,False,True,True,0,1,3,9,1,1,0,0,0,0,0,0,1,7911.071742183047
38,False,True,True,1,1,3,9,1,2,0,0,0,0,0,0,1,8073.706313130925
39,False,True,True,0,1,3,9,1,2,0,0,0,0,0,0,1,8314.173746328399
40,False,True,True,1,1,3,9,1,3,0,0,0,0,0,0,1,9645.481696052406
41,False,True,True,0,1,3,9,1,3,0,0,0,0,0,0,1,9210.980295103696