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Building a Predictive Model with XLMiner
Multiple Linear Regression
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TOTAL VALUE
TAX
LOT SQFT
YR BUILT
GROSS AREA
LIVING AREA
FLOORS
ROOMS
BEDROOMS
FULL BATH
HALF BATH
KITCHEN
FIREPLACE
REMODEL Total assessed value for property, in thousands of USD
Tax bill amount based on total assessed value multiplied by the tax rate
Total lot size of parcel in square feet
Year property was built
Gross floor area
Total living area for residential properties (ft2)
Number of floors
Total number of rooms
Total number of bedrooms
Total number of full baths
Total number of half baths
Total number of kitchens
Total number of fireplaces
When house was remodeled (Recent/Old/None) TOTAL VALUTAX
344.2
412.6
330.1
498.6
331.5
337.4
359.4
320.4
333.5
409.4
313
344.5
315.5
575
326.2
298.2
313.1
344.9
330.7
348
317.5
330.8
357.8
414.7
318.8
346.2
245.1
317.4
247.3
320.8
328.8
293.6
280.1
342.5
337.2
336.5
315.6
296.5
239.7
318.4
431.5
349.8
344
358.3
346.2
490.7
371.9 LOT SQFT YR BUILT GROSS ARELIVING AREA FLOORS ROOMS BEDROOMS
4330
9965
1880
2436
1352
2
6
3
5190
6590
1945
3108
1976
2
10
4
4152
7500
1890
2294
1371
2
8
4
6272
13773
1957
5032
2608
1
9
5
4170
5000
1910
2370
1438
2
7
3
4244
5142
1950
2124
1060
1
6
3
4521
5000
1954
3220
1916
2
7
3
4030
10000
1950
2208
1200
1
6
3
4195
6835
1958
2582
1092
1
5
3
5150
5093
1900
4818
2992
2
8
4
3937
5000
1960
2624
1485
1.5
6
3
4333
6768
1958
2844
1460
1.5
6
3
3968
5000
1889
2196
1290
2
6
3
7233
12288
2004
4616
2378
2
9
4
4103
5000
1954
2536
1272
1.5
6
3
3751
5000
1940
2129
864
1
7
3
3938
6949
1880
2612
1438
1.5
7
3
4338
10000
1950
2099
1445
1
7
3
4160
5000
1910
2408
1470
2
7
3
4377
9001
1875
2840
1632
2
7
3
3994
4450
1920
1400
1232
2
7
3
4161
5000
1889
2560
1302
1.5
6
2
4501
12255
1944
2631
1275
1.5
6
3
5216
12972
1892
3796
2054
1.5
6
3
4010
4717
1900
2512
1371
2
7
3
4355
5000
1910
2655
1541
2
7
3
3083
4142
1880
1892
927
1.5
5
2
3992
5000
1910
2596
1244
1.5
7
3
3111
4012
1896
1994
1048
1.5
6
3
4035
13275
1910
1516
808
1.5
6
2
4136
4717
1906
2824
1469
1.5
6
3
3693
4289
1910
2286
1436
2
7
3
3523
10688
1890
3014
1625
2
7
4
4308
4717
1925
2802
1620
2
7
3
4241
5000
1920
3112
1906
2
9
4
4233
6842
1910
2269
1393
2
6
3
3970
6675
1945
2392
1394
1.5
6
2
3729
5683
1960
2982
1452
1
6
3
3015
5450
1963
2112
960
1
5
3
4005
4717
1915
3222
1803
1
7
3
5428
6733
1990
2880
1792
2
7
3
4400
7242
1910
2496
1460
2
7
3
4327
5683
1940
3136
1870
2
9
4
4507
6138
1910
2500
1690
2
7
3
4355
11250
1900
2830
1391
1.5
6
3
6173
5683
1995
4100
2640
2
6
3
4678
7001
1996
2320
1500
2
7
3 325.3
340.5
432.5
334.7
314.3
405.5
326
285.6
345.9
317.3
277.8
306.8
265.7
356.8
299.9
287.8
296
300.6
566.3
286
351.2
365.1
330
354.1
335.8
345
356.4
379
352.1
437.3
404.2
283.4
326.4
309.2
332.9
260.4
339.3
307.9
346.3
479.1
335.6
261.5
355.1
356.8
287.3
331.9
387.1
307.6 4092
4283
5440
4210
3953
5101
4101
3592
4351
3991
3494
3859
3342
4488
3772
3620
3723
3781
7124
3597
4418
4592
4151
4454
4224
4340
4483
4767
4429
5501
5084
3565
4106
3889
4187
3275
4268
3873
4356
6027
4221
3289
4467
4488
3614
4175
4869
3869 4717
8489
7139
4584
7193
3867
4262
5325
8005
7234
5959
7785
3887
5906
5401
3204
2947
4241
8249
7655
10000
5058
6330
4984
6111
20000
5967
7940
6003
7000
5488
4774
6029
5057
5682
3819
5651
5005
8145
9642
6475
4175
5400
5005
3288
5400
8238
5092 1910
1950
1996
1907
1900
1996
1960
1945
1900
1910
1940
1860
1950
1967
1991
1991
1991
1991
2007
1910
1875
1910
1940
1940
1964
1900
1942
1900
1987
1997
1940
1940
1940
1948
1940
1930
1940
1928
1940
1999
1946
1940
1940
1996
1955
1940
1968
1945 2592
2368
2340
3288
2740
2431
2090
3060
2490
2289
2036
2038
2364
2368
1800
1800
1800
1800
4390
3013
2232
3362
2644
2441
2262
1754
3442
3894
2178
2628
3780
3128
2620
2244
2484
2468
2454
2078
2664
2952
2684
1536
2650
2660
2764
2536
3972
2539 1572
1326
1500
1694
1508
1560
1300
1364
1562
1440
1018
1056
1075
2051
1800
1800
1800
1800
2708
1318
1392
1763
1386
1464
1740
845
1836
2436
1350
1680
1992
1470
1265
1224
1488
1299
1306
1369
1546
1872
1265
768
1224
1680
1503
1224
1922
1306 2
1.5
2
2
2
2
2
1
2
2
1
1.5
1
1
2
2
2
2
2
1.5
2
2
1.5
2
1
1.5
2
2
2
2
1.5
1
1.5
1.5
2
1.5
1.5
2
1.5
2
1.5
1
1.5
2
1.5
1.5
1
1.5 7
6
7
7
7
7
7
5
7
7
5
6
6
8
6
6
6
6
8
7
7
8
6
7
7
6
8
8
7
6
8
5
6
7
7
6
6
6
6
7
6
4
7
6
7
6
9
6 3
3
3
3
3
3
3
2
3
3
3
3
3
4
3
3
3
3
4
3
3
4
3
3
3
3
3
4
3
3
4
2
3
3
3
3
3
3
3
4
3
2
3
3
3
3
4
3 360.9
466.1
340
303.9
303.5
301.4
339.9
281.3
530.1
310.4
344.6
525.1
285.3
302.3
243.3
334.9
327.5
586.6
347.3
267.6
274.2
404.6
339.9
420.8
283.5
620.3
346.3
295.07
297.6
310.7
442.6
277.5
310.6
327.1
307.5
243.3
352.8
258.6
295.5
490.7
330.3
290.8
350.7
301.1
278.7
298.2
249
287.5 4540
5863
4277
3823
3818
3791
4275
3538
6668
3904
4335
6605
3589
3802
3060
4213
4119
7379
4369
3366
3449
5089
4275
5293
3566
7803
4356
3711
3743
3908
5567
3490
3907
4114
3868
3060
4438
3253
3717
6173
4155
3658
4411
3787
3506
3751
3132
3616 5400
8970
5400
8200
4200
6444
5035
3960
6227
3150
8151
6257
5024
4200
3150
6012
5968
8890
7355
5077
3617
6253
6300
7861
4200
6255
4050
5131
3628
6001
4800
4050
3639
6754
2100
4200
6001
5460
4050
6011
6317
6850
9600
6000
6400
5824
4200
6000 1950
1999
1940
1934
1960
1940
1925
1955
1999
1955
1983
2001
1940
1930
1962
1910
1910
2001
1920
1956
1955
1959
1960
1967
1930
2001
1940
1945
1962
1969
1999
1945
1955
1960
1989
1955
1965
1950
1960
1999
1969
1958
1950
1965
1974
1945
1950
1965 2508
2952
2714
2608
2670
2886
3264
2590
4013
2456
4532
4124
2556
2272
2496
3185
3216
4791
3516
876
2784
3077
1730
4182
2488
6016
2756
1840
2736
2124
3960
2108
2784
2705
2244
2508
1964
2188
2592
4368
2385
2568
4063
2098
2161
2696
1976
2347 1440
1872
1376
1304
1710
1474
1523
1630
2359
1620
2056
2494
1306
1352
1420
1911
1839
2774
1980
876
1435
1989
1625
2888
1484
3446
1150
1486
1680
2074
2282
1014
1421
1340
1400
1120
1826
1080
1387
2483
1440
1414
1636
1696
1633
1120
988
1781 2
2
1.5
1
2
1.5
1
2
2
2
1
2
1.5
2
1.5
2
2
2
2
1
1.5
1
1
1
2
2
1
1.5
2
1
2
1
1.5
1
2
1
1
1
1.5
2
2
1.5
1
1
1
1
1
1 6
7
6
6
10
6
6
8
8
7
5
9
6
8
4
7
7
9
7
5
5
6
7
12
6
10
6
6
7
10
6
6
7
6
6
6
8
6
6
9
6
6
9
7
8
6
5
8 3
4
3
2
4
3
2
4
4
4
2
4
3
3
2
3
3
4
3
2
2
4
4
4
3
4
3
4
3
4
3
3
3
3
3
3
3
2
3
3
3
2
3
5
4
3
2
4 434.3
508.8
338.8
363.5
335.3
353.5
291.5
325.8
368.2
361.7
286.3
315.7
282.4
337.5
320.1
272.9
243.2
305
277.7
316.9
297.1
467
302.4
253.2
375.1
242.9
307.1
274.1
237
253
299.4
286.9
327.5
367.5
308
516.7
348.7
367.1
299.4
296.5
360
325.9
360.8
283
368
297.8
239.9
293.7 5463
6400
4262
4572
4218
4447
3667
4098
4631
4550
3601
3971
3552
4245
4026
3433
3059
3836
3493
3986
3737
5874
3804
3185
4718
3055
3863
3448
2981
3182
3766
3609
4119
4623
3874
6500
4386
4618
3766
3729
4528
4099
4538
3560
4629
3746
3017
3694 13267
3911
10537
7468
6400
12600
6000
4900
7200
6000
6000
6400
7770
5914
5290
2800
4868
7448
2800
4449
6000
4800
7440
4200
6000
4151
6000
6781
3200
6300
6081
7912
6000
4895
5160
6000
7000
6750
3900
7416
4544
3500
6000
3200
2295
7442
2800
6548 1960
2004
1910
1972
1974
1955
1971
1970
1900
1978
1965
1965
1950
1925
1950
1920
1950
1984
1955
1910
1971
2003
1950
1955
1978
1920
1965
1956
1911
1964
1960
1955
1980
1989
1920
2005
1986
1956
1920
1960
1989
1960
1978
1965
2002
1950
1955
1960 3813
3836
2100
2815
3404
2910
2080
2835
3223
2530
2296
2198
1800
2594
2800
2663
1628
2358
2324
2302
2456
3924
2040
2507
2370
2068
2308
2064
1292
2507
2212
1848
2466
2728
2658
4623
2467
2216
3475
2164
2704
2632
2466
2120
2718
2438
2364
2164 1931
2416
1380
2035
2612
1347
2028
1659
1669
1590
1781
1633
900
1131
1824
1430
800
1306
1306
1208
1997
2206
900
1403
1590
1248
2009
1000
1020
1155
1082
864
1590
1800
1452
2597
1954
1216
1754
1082
1800
1632
1590
1410
1728
1204
1306
1082 1.5
2
2
2
1
1
1
2
2
2
1
1
1
1
2
2
1
1.5
1.5
1.5
1
2
1
1.5
2
2
1
1
2
1
1
1
2
2
2
2
1
1
2
1
2
2
2
2
2
1
1.5
1 6
7
7
10
7
6
8
8
7
7
8
8
5
6
7
6
5
8
7
6
7
9
6
6
7
7
9
5
6
6
5
6
7
7
7
11
9
8
7
6
6
6
7
7
7
6
7
5 2
4
3
4
4
3
4
4
3
4
4
3
2
3
4
3
2
3
3
3
3
4
3
2
4
3
3
2
3
3
3
3
3
4
3
4
4
3
3
2
3
3
4
3
3
3
3
2 412.4
382
275
318.2
266.3
282.2
325.2
287.8
354.2
289.5
186.3
398.1
283.5
254.5
303.9
262.1
273.1
210.9
272.4
279.6
348.9
325.2
323
337.3
182.7
285.8
259
331.1
329.2
239.3
272
207.9
294.4
312.5
401.7
288.5
305.4
283.9
272.2
271.3
300.2
279.8
509.4
298.9
325
356
241.3
314.3 5187
4805
3459
4002
3350
3550
4091
3620
4455
3641
2343
5008
3566
3201
3823
3297
3435
2653
3426
3517
4389
4091
4063
4243
2298
3595
3258
4165
4141
3010
3421
2615
3703
3931
5053
3629
3841
3571
3424
3412
3776
3519
6408
3760
4088
4478
3035
3953 6000
7300
4294
8001
6089
4392
5950
6750
6000
4335
4300
7287
4824
5095
6000
2100
7258
4281
4416
6026
5300
6750
2100
6730
1616
5144
4200
5307
5663
3420
6073
2968
6750
6099
8056
3150
6291
4200
5507
5769
6444
6720
24677
7133
3850
6750
3360
7109 1993
1978
1965
1925
1960
1914
1962
1956
1926
1965
1920
1999
1916
1960
1940
1900
1950
1929
1925
1960
1963
1950
1900
1963
1920
1963
1900
1960
1965
1918
1951
1920
1950
1960
2001
1900
1960
1915
1960
1960
1957
1960
1960
1950
1910
1950
1920
1960 2991
2524
2295
3228
2180
2773
2448
2060
2936
2087
1926
2892
1795
2184
1904
1800
1992
2047
2413
2376
2616
2710
2414
2926
1439
2732
2962
2232
2212
2107
1928
2027
2216
2638
3156
2342
2126
2697
2592
2136
2808
2492
6100
2408
2235
2526
2119
2239 1680
1590
1470
1408
1082
1568
2293
960
1650
1326
960
1800
933
1082
1228
972
900
900
1083
1487
1966
1305
1544
1871
856
1539
1744
1726
1320
1310
900
938
1000
2156
1976
1467
1380
1552
1469
1487
1469
1246
2601
1008
1276
1200
1105
1380 2
2
2
1
1
2
1
1
2
2
1
2
1.5
1
2
1.5
1
1
1
1
1
1.5
2.5
2
2
1.5
2
1
2
2
1
1.5
1
1
2
2
2
2
1.5
1
1.5
1
1.5
1
2
1
1.5
2 6
7
7
5
5
7
8
6
8
7
5
6
7
5
6
6
5
5
8
9
8
6
6
7
5
6
6
8
7
6
5
5
5
6
8
7
6
7
7
6
6
6
8
6
8
7
6
8 3
4
3
2
3
3
3
3
3
3
2
3
3
3
3
3
2
2
3
3
3
3
3
3
2
3
3
4
3
3
2
2
2
3
4
4
3
3
2
2
2
3
5
3
3
3
2
3 366.3
323.1
286.9
293.2
293.8
167.6
253.3
269.3
310.2
217.9
395
298.5
561.8
220
334.4
331.2
311.9
286.3
311.9
144.6
292.5
233.7
287.8
309.5
278.4
222.4
319.9
306.5
240.9
270.7
314.2
306.5
402.5
358.4
309.1
348.9
331.3
562
246.4
298
287.2
279.4
308.9
273.6
400.8
338
294.3
357.7 4608
4064
3609
3688
3696
2108
3186
3387
3902
2741
4969
3755
7067
2767
4206
4166
3923
3601
3923
1819
3679
2939
3620
3893
3502
2797
4024
3855
3030
3405
3952
3855
5063
4508
3888
4389
4167
7069
3099
3748
3612
3514
3885
3441
5042
4252
3702
4499 6327
5643
6044
7408
5835
1980
3402
3850
7200
3360
4291
6514
9604
3205
7622
7796
6750
3628
13209
1017
5602
3360
6000
5958
4343
3850
6539
6021
3728
5013
3486
6000
5981
12853
6794
4311
8323
7682
3780
5931
6750
6540
13051
4200
4117
6000
4486
6057 2001
1960
1957
1950
1960
1900
1924
1910
1909
1957
1990
1960
2006
1924
1940
1962
1950
1950
1950
1920
1960
1950
1960
1960
1959
1905
1943
1969
1920
1900
1960
1967
1950
1950
1959
1950
1960
2005
1950
1961
1950
1945
1942
1955
1992
1960
1950
1960 3156
3048
2634
2459
2680
1502
2057
1816
2370
2160
2815
2118
3960
2117
2896
2760
2336
2232
2304
1293
2643
2409
2116
2431
2064
1832
3045
2092
1698
2339
2344
1984
3434
2329
2260
2972
2116
4184
2412
2912
2344
2304
2324
2428
2744
2244
2612
2636 1976
1896
1469
984
1469
690
1350
1152
1364
1008
1684
1380
2455
1061
1510
1469
1140
1056
1075
797
1469
1008
1726
1560
912
1188
1712
1016
936
1497
1713
968
2369
1625
1577
1529
1966
2724
1008
1533
1000
1075
1075
1075
2079
2134
1378
1966 2
2
1.5
1
1.5
1
2
2
2
1
2
2
2
1.5
1.5
1.5
1
1
1
1.5
1.5
1
1
2
1
2
1.5
1
1.5
2
1
1
2
2
1
1.5
1
2
1
1.5
1
1
1
1
2
1
1.5
1 7
8
5
5
6
3
6
6
5
6
6
8
8
6
6
7
7
5
6
5
6
6
6
6
6
5
8
6
6
6
8
6
9
7
8
6
8
8
6
8
5
6
6
7
7
7
6
6 4
4
2
2
3
1
3
2
2
3
3
3
4
3
3
3
2
2
3
2
2
3
4
3
3
2
1
3
3
3
4
3
4
4
3
3
4
4
2
3
2
3
3
3
3
3
3
3 319.1
206
282.1
282.4
293.9
322.4
337.2
313.7
280.2
297.8
474.4
269
313.6
322.1
204.9
563.1
313.1
282.5
337
331.2
311.1
355.9
315
177.4
298.1
331
396.8
349.3
338.2
276.6
255
277.7
347.9
440.2
357.3
558.8
305
322.4
105
380.6
350.1
302.8
310.7
290.2
320.2
313.6
320
282.2 4014
2591
3548
3552
3697
4055
4241
3946
3524
3746
5967
3384
3945
4052
2577
7083
3938
3553
4239
4166
3913
4477
3962
2231
3750
4163
4991
4394
4254
3479
3207
3493
4376
5537
4494
7029
3836
4055
1320
4787
4404
3809
3908
3650
4028
3945
4025
3550 4386
2436
4603
5401
5110
5981
13250
4288
4200
5975
5604
5301
4998
7163
4200
9021
4696
6000
6047
13494
6000
5998
6725
3624
6000
3603
14065
5050
9733
4200
4200
4759
4269
8247
7939
8317
3861
4265
997
6074
14707
5975
6465
6000
6047
8104
4411
5823 1950
1920
1910
1960
1950
1940
1950
1965
1955
1955
2008
1910
1959
1965
1920
2005
1965
1960
1950
1950
1960
1960
1964
1910
1960
1930
1940
1900
1920
1955
1960
1959
1960
1940
1964
2005
1965
1900
1910
1965
1942
1960
1960
1960
1957
1955
1960
1963 2504
2476
2531
2016
2412
2504
2508
2368
2164
2628
3526
3714
2203
2116
2296
4065
2184
2212
2568
2340
2140
2184
2064
821
2212
3063
2424
3502
2902
2000
1940
1989
2236
3210
2136
4133
2191
2307
1319
2668
3057
2326
1948
2212
2486
3202
2284
2100 1313
1265
1426
968
1306
1506
1075
1368
1200
1469
2118
2428
1589
1487
990
2605
1368
1538
1490
1306
1966
1726
1372
600
1692
1612
1306
1842
1377
1200
970
918
1368
1980
1726
2605
1369
1350
504
2014
1529
1380
1404
1692
1387
1492
1558
1320 1.5
1.5
2
1
1.5
1.5
1
2
2
1.5
2
2
1
1
1
2
2
1
1.5
1.5
1
1
2
1
1
2
1.5
2
1.5
2
1
1
2
2
1
2
2
2
1
1
1.5
2
1
1
1.5
1
1
2 7
5
7
5
6
7
6
9
6
7
8
9
7
7
5
8
7
8
7
6
7
8
6
5
7
5
9
9
6
6
7
5
6
7
9
8
7
6
4
8
7
7
5
7
6
5
7
6 3
3
3
3
3
3
3
4
3
3
4
5
3
3
3
4
4
3
3
3
3
4
3
2
3
2
3
3
3
3
3
3
4
3
4
4
4
3
2
3
4
3
3
3
3
3
3
3 287.4
336.6
307.2
277
347.2
201
353.5
423.4
323.5
576
301.1
374
300
348.8
308.6
320.9
326.8
354.4
265.3
376.2
296.9
252.985
339.1
299.4
323.5
359.3
361.7
256.4
236.7
250.3
340.7
312.5
287.4
320.8
329.4
307.4
327
406.9
270.4
278.6
392
310.7
283
353.5
302.3
424.9
348.3
354.3 3615
4234
3864
3484
4367
2528
4447
5326
4069
7246
3787
4704
3774
4387
3882
4036
4111
4458
3337
4732
3735
3182
4265
3766
4069
4519
4550
3225
2977
3148
4286
3931
3615
4035
4143
3867
4113
5118
3401
3504
4931
3908
3560
4447
3802
5345
4381
4457 5277
4200
6100
4749
10050
4435
9747
9730
6022
6864
6271
7550
5975
5999
5742
8088
4880
6710
7045
2700
4659
7270
5273
4949
5204
5918
5376
2410
3248
4270
5941
5939
6100
6000
6043
10067
10030
6756
5246
6076
5671
4407
4514
5885
6043
5518
5441
9351 1959
1960
1960
1961
1942
1900
1960
1992
1961
2005
1961
1943
1955
1960
1960
1967
1960
1925
1920
1990
1950
1920
1943
1960
1965
1988
1920
1950
1920
1920
1962
1957
1960
1967
1957
1960
1950
1996
1940
1940
1958
1960
1959
1988
1964
2003
1960
1960 2092
3870
2184
1953
3104
2823
2100
2776
3246
5122
1530
2623
2736
2556
2120
2240
2556
3196
2697
2448
1984
2210
2769
2088
2508
2574
2156
2535
1620
2017
2712
3160
2076
2425
2628
2238
2344
2604
2568
2264
3412
1968
2140
2418
2244
2500
2416
2296 952
1953
1583
1404
1706
1637
1726
2188
1679
3108
1360
1306
1469
1966
1320
1726
1354
1786
1378
1536
1404
1326
1734
1726
1402
1930
1370
1632
1270
1232
1469
1609
1701
1151
1536
1726
1275
1680
1360
1320
2010
1404
1404
1930
1641
1560
1726
1247 1
1.5
1
1
2
2
1
1
1.5
2
1
1.5
1.5
1
2
1
1.5
2
1.5
2
1
2
2
1
1.5
1
2
2
2
2
1.5
1.5
1
1
1.5
1
1.5
2
1.5
2
2
1
1
1
1
2
1
1 7
7
8
7
8
7
9
8
7
8
8
6
7
7
7
8
6
7
6
8
5
7
7
6
6
8
7
7
6
6
7
7
7
7
7
8
6
7
6
6
9
6
5
9
8
6
8
7 3
3
3
3
3
4
4
3
3
4
4
3
3
3
3
3
3
3
3
3
3
3
5
3
3
4
4
3
3
3
3
3
3
3
4
4
3
3
3
3
4
3
3
4
3
3
4
4 297.9
327.2
306.1
428.2
366.3
263.1
388.7
313.6
263
241.3
326
301
272.6
301.6
366.8
311
282.5
301.2
298.8
317.8
371.9
275.9
297.7
332.4
297.1
323.5
306.4
306.3
280.6
292.4
307.2
275.5
259.1
267.3
334.9
300.1
332.4
278.1
350.3
353.3
213.4
297.9
316.7
339
340.1
264.5
281.9
312.7 3747
4116
3850
5386
4608
3309
4889
3945
3308
3035
4101
3786
3429
3794
4614
3912
3553
3789
3758
3997
4678
3470
3745
4181
3737
4069
3854
3853
3529
3678
3864
3465
3259
3362
4213
3775
4181
3498
4406
4444
2684
3747
3984
4264
4278
3327
3546
3933 5151
6042
6877
5965
5662
5273
5775
5715
4473
4410
6194
6200
5246
6000
7128
5981
6000
5658
5963
6197
5695
7548
5700
7889
7917
7912
5273
5914
4410
4463
6691
4800
5273
4298
4860
5608
9820
11541
4654
6203
1696
5759
6004
10370
5712
5963
5739
5633 1962
1954
1963
1963
1961
1950
1988
1960
1960
1961
1950
1963
1945
1967
1960
1960
1960
1964
1963
1963
1988
1943
1960
1960
1960
1960
1950
1964
1959
1958
1967
1960
1945
1950
1910
1963
1943
1920
1890
1960
1904
1950
1960
1960
1940
1963
1960
1960 2652
2840
2240
2998
2805
2448
2906
2540
1961
1964
2816
2067
2488
2166
2156
2364
2116
2640
2592
2294
2712
2552
2936
3588
2016
2842
2451
2120
1944
2298
2400
2392
2796
2623
3314
2311
2600
3508
3256
2160
2496
2624
2845
2836
3336
2041
2100
2732 1469
1550
1808
1637
1750
1306
1469
1940
1404
1404
1311
1726
1306
1726
1726
1320
1726
1464
1469
2059
1469
1075
1641
1939
1487
1469
1075
1726
1404
1404
1863
1109
1155
1128
1792
1125
1306
1779
1755
1870
1518
1306
1726
1435
2036
1008
1726
1469 1.5
1.5
1
1.5
2
1.5
1.5
2
1
1
1
1
1.5
1
1
2
1
1.5
1.5
1
1.5
1
1.5
1.5
1
1.5
1
1
1
1
1
1
1
1
2
1
1.5
1.5
1.5
1
2
1.5
1
1.5
2
1
1
1.5 7
7
6
8
7
6
8
6
7
7
5
6
7
6
6
6
5
7
6
6
6
6
6
8
7
7
6
8
6
6
6
6
6
7
7
5
6
5
9
8
7
7
7
7
7
7
7
6 3
3
3
3
4
2
3
3
4
3
2
3
4
3
2
3
3
3
3
3
2
2
2
4
3
3
2
4
3
3
3
3
2
3
3
3
2
2
4
3
4
4
3
3
3
3
3
2 290
267
289.8
295.5
298.1
288.2
281.9
276.3
329.7
286.5
348
289.4
325.5
306
309.2
293.2
295.7
282.6
342.5
204.1
346.5
290.3
273.1
298.7
325.7
338.3
265.9
198.4
298.6
326.8
350
319.2
398.2
273.4
288.4
304.9
313.4
269.82
203.7
288.2
262.4
331.4
284
282.7
246.8
290.3
301.8
311.2 3648
3358
3645
3717
3750
3625
3546
3475
4147
3604
4377
3640
4094
3849
3889
3688
3719
3555
4308
2567
4358
3651
3435
3757
4097
4255
3345
2495
3756
4111
4403
4015
5009
3439
3628
3835
3942
3394
2562
3625
3300
4169
3572
3556
3104
3651
3796
3914 7280
3138
4253
6298
6506
4159
8318
7439
19466
4272
10493
5211
6083
6031
6000
7035
5836
5963
3500
3854
7680
4047
5356
4310
6895
6406
6946
3228
6935
6690
6900
6315
10044
7931
6000
6858
6031
10947
2174
4050
4911
10294
6035
4565
5963
6364
5090
9551 1958
1920
1920
1967
1960
1960
1942
1943
1940
1965
1966
1956
1957
1960
1960
1955
1960
1963
1910
1920
1956
1920
1960
1930
1960
1960
1950
1920
1965
1957
1960
1960
1960
1938
1960
1925
1960
1920
1920
1935
1960
1943
1960
1904
1963
1960
1955
1943 2160
2468
2792
2218
2160
2356
2376
2459
2563
3084
2204
2085
2422
2116
2424
2032
2736
2136
2520
2022
2581
2328
1968
2640
2066
2066
2339
1755
2628
2900
2904
2220
2180
2376
2512
1808
2484
2384
2952
3224
2084
2944
2106
2416
2160
2136
2525
2508 1487
1520
1428
1726
1966
1306
1075
1075
1075
1512
1320
984
1472
1966
1870
978
1469
1008
1536
962
1354
1440
941
1428
1966
1726
1075
1006
1469
1308
1961
1726
1726
1075
1487
1133
1993
1237
1382
1456
1020
1346
1320
1220
1008
1726
1120
1306 1
2
1.5
1
1
1.5
1
1
1
1
2
1
2
1
1
1
1.5
1
1.5
2
1.5
2
1
1.5
1
1
1
1.5
1.5
1
1
1
1
1
1
2
1
1.5
1
1
1
1.5
2
2
1
1
1
1.5 5
6
7
6
8
6
6
6
7
8
7
6
7
8
9
5
7
7
5
6
6
7
5
6
7
8
6
6
6
7
6
7
6
6
5
7
9
6
7
6
5
6
7
6
5
6
7
6 3
3
3
3
3
2
3
3
3
3
3
2
3
3
4
3
3
3
2
3
2
4
2
2
3
4
3
3
2
3
3
3
3
3
2
3
3
3
3
3
3
3
3
3
3
3
4
2 299.1
353.8
290
289.2
293.9
346.6
314.2
280.7
298.6
327.9
442.2
232.5
302.2
298.2
317
304.8
281.7
216.2
302.2
356.8
317.8
295.7
249.2
314.8
220.4
251
280.8
329.9
345.6
244.2
261.1
314.1
288.4
258.5
269.1
395.2
333.8
290.2
276.7
362
301.2
285.2
352.7
325.2
437.9
313.3
338.7
276.9 3762
4450
3648
3638
3697
4360
3952
3531
3756
4124
5562
2924
3801
3751
3987
3834
3543
2719
3801
4488
3997
3719
3134
3960
2772
3157
3532
4150
4347
3072
3284
3951
3628
3251
3385
4971
4199
3650
3480
4553
3789
3587
4436
4091
5508
3941
4260
3483 4772
19264
4050
4501
6008
4500
6998
6077
6000
10759
4459
2426
4283
4251
5963
6035
4272
3337
13149
17604
11250
4220
7103
6077
2644
2961
3158
8858
6000
1358
3958
10641
4000
4000
4351
4203
11844
5963
6035
4072
3200
8245
7649
6014
8861
6077
8815
4254 1900
1943
1960
1960
1960
1940
1943
1965
1960
1967
2007
1904
1960
1953
1963
1960
1962
1920
1955
1969
1954
1953
1940
1965
1920
1910
1964
1960
1960
1904
1960
1965
1960
1963
1960
2001
1960
1963
1960
1942
1964
1943
1965
1960
1798
1960
1965
1962 2652
2634
2548
2520
3041
1920
2494
2097
2280
2756
2418
2398
1769
2384
2184
2160
1669
2358
2352
3136
2566
2392
2544
2232
1730
1633
2175
2436
2328
2576
2518
2136
2899
2622
1889
2336
2160
2164
2160
3241
2264
2569
2730
2832
5356
2172
2256
2100 1584
1306
1176
1313
1557
960
1536
1726
1682
1469
1469
1233
1104
1320
1008
1726
1104
1223
1134
1714
1244
1056
1075
1726
1063
882
1868
1726
1487
1598
1161
1008
1352
1260
912
1448
1726
1008
1247
1591
1859
1306
1280
1728
2953
1726
1726
1404 2
1.5
1
1.5
1.5
1
2
1
1
1.5
2
1.5
2
1.5
1
1
2
1.5
1
1.5
1
1
1
1
2
1.5
1
1
1
2
1
1
1
1
1
2
1
1
1
1.5
1
1.5
1
2
2
1
1
1 6
6
5
6
6
7
7
6
6
6
7
6
5
6
7
8
5
6
5
5
6
6
6
7
6
4
8
7
7
8
5
6
7
6
6
7
6
7
7
7
5
7
7
7
11
7
7
5 3
3
4
3
2
4
3
3
3
2
3
3
3
3
3
3
3
3
2
3
3
3
3
3
3
2
3
3
4
1
2
3
2
3
3
3
3
3
4
4
3
3
4
3
4
3
3
3 280.3
275.7
281.7
283.1
277.6
307.1
307.8
295.6
370.5
316.2
300.4
285.3
290.2
296.7
312.3
366.8
362.3
246
360.8
315.4
286.3
286.8
314.3
276.7
322.3
433.1
270.7
393.1
287
324.1
316.2
284.6
292.1
316.2
335.6
299.1
463.9
350.9
326.3
355.8
273.9
312.5
360.6
380.6
377.5
284.3
250.2
315.3 3526
3468
3543
3561
3492
3863
3872
3718
4660
3977
3779
3589
3650
3732
3928
4614
4557
3094
4538
3967
3601
3607
3953
3480
4054
5448
3405
4945
3610
4077
3977
3580
3674
3977
4221
3762
5835
4414
4104
4475
3445
3931
4536
4787
4748
3576
3147
3966 2845
6000
4204
4910
6750
7532
4117
1237
11617
5401
6044
4803
9387
5935
6035
9359
5726
6202
7285
4342
5877
4032
4162
4548
7999
6102
4858
6000
4000
5099
6750
6071
7444
10566
18670
5950
4478
5857
6035
8526
4207
3718
6761
6505
5494
6000
3630
4434 1920
1965
1956
1973
1949
1960
1960
1990
1960
1963
1960
1920
1943
1960
1960
1965
1964
1959
1965
1964
1964
1960
1950
1930
1965
1994
1965
1967
1964
1933
1964
1960
1965
1960
1940
1960
2008
1963
1960
1965
1960
1960
1965
1994
1929
1960
1935
1988 3100
2080
2232
2520
2592
2898
2641
3039
2868
2478
2093
3280
2490
2013
2160
2848
2706
1964
2224
2916
2052
2586
2556
2287
2016
2308
2177
2600
2406
2597
3541
2136
2268
2252
3010
2096
3864
2740
2040
2068
2480
2379
2258
2356
2750
2136
2564
2156 1761
1487
1042
1440
936
1726
1537
1908
2343
1488
1870
2196
1306
1320
1726
2390
1883
982
2168
1596
1726
1190
1354
1367
1008
2135
1008
1908
1188
1577
1528
1487
1487
1726
1474
1966
2138
1849
1692
1726
1123
1560
1836
1670
1820
1726
1081
1350 1.5
1
1
2
1
1
2
2
1
2
1
2
1.5
2
1
1
1.5
1
1
2
1
1
1.5
2
1
1
1
1
1
2
1
1
1
1
1.5
1
2.5
1.5
1
1
1
2
1
1
2
1
1
2 8
6
6
5
4
6
7
7
6
7
5
8
7
6
10
10
8
5
6
7
5
8
6
6
9
6
7
8
5
7
7
6
5
5
7
9
7
8
6
9
5
7
7
7
8
6
6
8 5
3
2
3
1
2
4
4
3
3
3
3
3
3
3
5
4
3
3
4
3
4
3
3
4
3
3
3
3
4
3
2
3
3
3
3
4
3
3
3
3
4
3
3
4
3
2
3 310
297.9
176.9
326.7
370.3
316.6
324.9
325.9
288
257.7
309.6
321.8
343.1
270.3
309.9
274.2
314.2
333.5
262.3
397.2
315.6
289.2
329.8
412
288.3
309.5
265.3
275.3
283
328.4
313.4
282.1
336.3
171.8
231.1
301.2
420.7
293.8
301
354.8
337.5
344.1
346.2
262.1
418.4
288.4
289.3
283.8 3899
3747
2225
4109
4658
3982
4087
4099
3623
3241
3894
4048
4316
3400
3898
3449
3952
4195
3299
4996
3970
3638
4148
5182
3626
3893
3337
3463
3560
4131
3942
3548
4230
2161
2907
3789
5292
3696
3786
4463
4245
4328
4355
3297
5263
3628
3639
3570 6000
4000
1037
12568
6091
6012
5668
5992
3417
4252
6380
5264
6000
3166
9861
10539
4331
6104
9358
7998
7038
6000
4477
8919
6000
5554
4297
4905
3108
11081
6000
6212
6131
2313
5657
3200
8501
4357
6000
4770
5755
6557
4527
6713
7996
4500
6000
3803 1960
1980
1920
1950
1960
1967
1960
1964
1960
1960
1965
1958
1960
1960
1967
1960
1960
1960
1920
1994
1968
1960
1960
1991
1969
1960
1960
1963
1960
1967
1960
1960
1965
1912
1972
1914
1995
1956
1960
1912
1972
1956
1956
1965
1995
1960
1960
1950 2088
2352
2520
3230
2868
2244
2124
2904
2520
2451
2266
2664
2196
2647
2048
2528
2438
2328
2244
2229
2563
2096
2040
3190
2088
2432
2496
2926
2616
2272
2196
2720
2585
1862
2160
3128
2664
2830
2280
3939
2112
3039
2240
2194
2604
2104
2172
2434 1521
1104
1680
1747
1589
1320
1487
1566
1306
1123
1726
1481
2048
1128
1350
1170
1110
1268
1432
1726
1726
1247
1368
2509
1692
1354
1354
1469
1109
1726
1726
1469
1479
754
1080
1506
1620
1302
1715
2246
1296
1613
1428
1008
1680
1726
1726
1063 1
1
2
1.5
1.5
2
1
1.5
1.5
1
1
1.5
1
1
1
1
1
1.5
2
1
1
1
2
1.5
1
1.5
1.5
1.5
1
1
1
1.5
1.5
1
1
1.5
2
1
1
2
2
1.5
2
1
2
1
1
1 7
8
6
11
7
6
7
8
6
6
7
8
8
6
6
6
6
8
7
6
5
7
7
7
8
7
6
6
6
6
6
4
7
5
5
7
7
7
7
9
7
6
8
6
7
8
6
6 3
4
3
4
4
3
4
3
3
3
3
3
4
3
2
2
3
4
3
3
3
3
4
4
3
3
3
2
3
3
3
1
3
2
3
3
3
3
3
5
3
3
4
3
3
3
3
4 302.9
317.6
338.3
195.3
311.9
314.7
286.8
353.3
259.4
289.2
289.2
336.8
346.4
488.2
314.7
326.9
319.9
460.3
283.4
318.1
292.8
263.9
333.7
271.6
315.2
369.3
324.2
510.3
350
360.6
311.9
297.7
344.6
260.1
312
326.1
296.2
310.3
290.1
222.5
561.8
305
315.3
266.3
444.6
287.9
293.3
333.8 3810
3995
4255
2456
3923
3958
3607
4444
3263
3638
3638
4236
4357
6141
3958
4112
4024
5790
3565
4001
3683
3319
4197
3416
3965
4645
4078
6419
4403
4536
3923
3745
4335
3272
3924
4102
3726
3903
3649
2799
7067
3836
3966
3350
5593
3621
3689
4199 5954
8565
6976
4994
6612
9477
4369
6956
4770
4970
6214
5868
4802
18515
5964
6000
6025
6072
3801
5654
6470
3967
10438
6073
7274
4784
6612
10502
7140
4933
5352
5952
4000
5744
5218
6099
4161
6111
3904
2589
5832
4276
3828
2706
4851
4106
5563
6166 1960
1965
1965
1920
1965
1967
1960
1965
1957
1963
1963
1960
1959
1989
1920
1960
1960
2005
1960
1963
1967
1964
1968
1968
1965
1910
1965
1968
1964
1993
1970
1963
1969
1965
1960
1960
1927
1959
1960
1920
2011
1966
1957
1920
2000
1954
1960
1960 2216
2160
2216
2190
2107
2160
2627
2368
2176
2742
2731
2904
2728
4449
2328
2209
2085
3057
2596
300...