-
Notifications
You must be signed in to change notification settings - Fork 6
/
repm_result.yaml
4135 lines (4135 loc) · 191 KB
/
repm_result.yaml
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
./configs/repm/nonres_repm11521.yaml:
coef:
b_total_jobs: 0.0017128076147940624
building_age: -0.00047907726427650336
building_sqft: -6.55184042065501e-06
crime_other_rate: 0.0001749386562264675
crime_ucr_rate: -0.0004280455320424039
jobs_non_home_based: 3.928933705006587e-19
jobs_within_30_min: 3.988901350334246e-06
land_area: 4.075600508844809e-06
nodes_walk_ave_nonres_sqft_price: 0.0006988805308504213
nodes_walk_ave_unit_sqft: -5.3141446700233266e-06
nodes_walk_housing_cost: -2.0304933919656804e-07
nodes_walk_industrial: 0.001586814068985501
nodes_walk_jobs: -7.485681687895511e-05
nodes_walk_medical: 0.0001475783477585195
nodes_walk_node_r1500_sqft: 9.025507957572804e-09
nodes_walk_office: 0.00028479267155464096
nodes_walk_population: 0.00017974392245314032
nodes_walk_retail: 0.01287102222953635
nodes_walk_retail_jobs: 0.000976969629106399
parcel_sqft: -1.3369684197519643e-07
parcels_ave_unit_size: -1.0297949071292129e-06
parcels_census_bg_id: -8.746652772114385e-06
parcels_landvalue: 5.394012128853577e-07
parcels_total_sqft: -3.1157199376630382e-06
parcels_zones_employment: 6.29637081886985e-05
parcels_zones_jobs_within_30_min: -7.820413080156805e-07
parcels_zones_logsum_job_high_income: -3.509263503467387e-06
parcels_zones_logsum_job_low_income: -7.893417410282163e-06
parcels_zones_logsum_pop_high_income: 5.092261086270184e-07
parcels_zones_logsum_pop_low_income: 4.024965114819588e-06
parcels_zones_retail_jobs: -0.0003937748321939674
parcels_zones_transit_jobs_30min: -3.9906895305899575e-05
parcels_zones_transit_jobs_50min: 5.88548898698793e-06
parcels_zones_z_total_jobs: 4.939758620862626e-05
residential_sqft: 0.0002516683039410391
sqft_per_unit: 0.00016455201721072874
year_built: 0.0008598821046633297
zones_acres: -1.3531692253722107e-05
zones_logsum_job_high_income: -3.353799188477755e-06
zones_logsum_job_low_income: -8.13161840466446e-06
zones_logsum_pop_high_income: 1.8998908505797223e-06
zones_logsum_pop_low_income: 3.75231844966727e-06
zones_population: -1.4477287310723295e-05
zones_retail_jobs: -6.541571048050827e-05
zones_transit_jobs_30min: -3.241878739751562e-05
zones_transit_jobs_50min: 4.354370451578004e-06
zones_z_total_jobs: 3.479171702589276e-05
sample_size: 721
score: 0.3968123197837673
./configs/repm/nonres_repm11522.yaml:
coef: None
sample_size: 0
score: None
./configs/repm/nonres_repm11523.yaml:
coef:
b_total_jobs: 0.0016581362956116356
building_age: -0.0019178733397099959
building_sqft: 1.226556118535032e-05
crime_other_rate: -7.042760058781133e-05
crime_ucr_rate: 0.00021287351800174055
jobs_within_30_min: -1.9377984135116917e-06
land_area: -2.8053553299890707e-05
nodes_walk_ave_nonres_sqft_price: 0.003757304873753319
nodes_walk_ave_unit_sqft: 0.00012020581829778577
nodes_walk_housing_cost: -7.17157353899307e-06
nodes_walk_jobs: 6.528981178024359e-05
nodes_walk_medical: 0.00025340364883680283
nodes_walk_node_r1500_sqft: -1.1433658228016454e-09
nodes_walk_office: 0.006773702222059529
nodes_walk_population: 0.00015773919579958382
nodes_walk_retail: 0.0012882977174856936
nodes_walk_retail_jobs: -0.0009442222227860498
parcel_sqft: -6.30917358115571e-08
parcels_census_bg_id: 7.547372909999252e-06
parcels_landvalue: 1.6125511086550096e-06
parcels_total_sqft: -6.9884089942593785e-06
parcels_zones_employment: -4.116034902460131e-05
parcels_zones_jobs_within_30_min: 7.733022117565761e-07
parcels_zones_logsum_job_high_income: 8.001611179213954e-06
parcels_zones_logsum_job_low_income: 8.496714075304876e-07
parcels_zones_logsum_pop_high_income: -3.7780361279136846e-06
parcels_zones_logsum_pop_low_income: -2.397306092199459e-06
parcels_zones_population: -4.00143348881206e-05
parcels_zones_transit_jobs_30min: 4.816359393592411e-05
parcels_zones_transit_jobs_50min: -1.5025890108177717e-05
residential_sqft: 0.0001058469135440437
zones_acres: 1.039864810852606e-06
zones_employment: -1.5680166098276766e-06
zones_logsum_job_high_income: 7.167779810259113e-06
zones_logsum_job_low_income: 2.0343697117308877e-06
zones_logsum_pop_high_income: -3.823695857394482e-06
zones_logsum_pop_low_income: -9.569105859521214e-07
zones_population: -3.0362507869782244e-06
zones_transit_jobs_30min: 3.513832824573003e-05
zones_transit_jobs_50min: -9.53545522569301e-06
zones_z_total_jobs: -5.16821687798281e-07
sample_size: 333
score: 0.5199461914759782
./configs/repm/nonres_repm11525.yaml:
coef: None
sample_size: 0
score: None
./configs/repm/nonres_repm11526.yaml:
coef: None
sample_size: 0
score: None
./configs/repm/nonres_repm11531.yaml:
coef:
building_sqft: -5.642188067208078e-07
crime_other_rate: -0.0002883820916113795
crime_ucr_rate: -0.00024379478817625577
jobs_within_30_min: -1.037794434000066e-05
land_area: -3.3607240796851036e-06
nodes_walk_ave_nonres_sqft_price: -0.002873556548127865
nodes_walk_ave_unit_sqft: 0.00017464965109608474
nodes_walk_households: -0.0006625012791166606
nodes_walk_housing_cost: -6.463555363452585e-06
nodes_walk_industrial: 0.016224282389350038
nodes_walk_jobs: 0.0006577815739799635
nodes_walk_node_r1500_sqft: -3.560805449496634e-08
nodes_walk_race_2_hhs: -0.003618530207611386
parcel_sqft: 2.7234168685713803e-08
parcels_census_bg_id: 3.745963565891739e-05
parcels_landvalue: 5.679888800795891e-07
parcels_total_job_spaces: 0.00010785792555609317
parcels_total_sqft: 1.3087374353748534e-07
parcels_zones_households: -0.001099972024398483
parcels_zones_jobs_within_30_min: 5.364986894529441e-06
parcels_zones_logsum_job_high_income: 3.4658373623787035e-06
parcels_zones_logsum_job_low_income: 2.412151870344332e-05
parcels_zones_logsum_pop_high_income: 2.3871181032844666e-07
parcels_zones_logsum_pop_low_income: -6.524908156538841e-06
parcels_zones_population: 0.0002947991172682574
parcels_zones_transit_jobs_30min: -0.0001368706793686631
parcels_zones_transit_jobs_50min: -2.353538968655327e-05
parcels_zones_z_total_jobs: 4.5948635400202656e-05
vacant_job_spaces: 0.0009210681904895298
zones_acres: 4.1737930293616e-05
zones_households: -4.2866866222011206e-05
zones_logsum_job_high_income: 3.1913426511570946e-06
zones_logsum_job_low_income: 2.4506162560288214e-05
zones_logsum_pop_high_income: -2.9239645025115783e-06
zones_logsum_pop_low_income: -6.13780408489779e-06
zones_population: 0.00025459956488410254
zones_transit_jobs_30min: -5.5580293783616744e-05
zones_transit_jobs_50min: -9.232598451092709e-06
sample_size: 125
score: 0.4902880395342345
./configs/repm/nonres_repm11533.yaml:
coef:
b_total_jobs: 0.01802822165737224
building_sqft: -9.128132151971838e-06
crime_other_rate: 0.0003407183093148364
crime_ucr_rate: 0.0014059726841143777
jobs_within_30_min: 1.2709330403625005e-05
land_area: 1.636212714803622e-05
nodes_walk_ave_unit_sqft: -0.0007840943147553906
nodes_walk_housing_cost: -1.1253247531666046e-05
nodes_walk_jobs: -0.00162652853633101
nodes_walk_node_r1500_sqft: 4.342746719152764e-08
nodes_walk_office: 0.0016698186186038676
parcel_sqft: -6.385323057187261e-07
parcels_census_bg_id: -0.00010307209496682715
parcels_landvalue: 3.555347799976557e-06
parcels_total_sqft: -1.1358541686243334e-05
parcels_zones_employment: 3.3665589708437707e-07
parcels_zones_households: -0.00041467953770131814
parcels_zones_jobs_within_30_min: -1.715240357846714e-05
parcels_zones_logsum_job_high_income: -1.3283269648230558e-05
parcels_zones_logsum_job_low_income: -2.1383079110762766e-05
parcels_zones_logsum_pop_high_income: 2.064671882124758e-06
parcels_zones_logsum_pop_low_income: 1.763717526766506e-05
parcels_zones_retail_jobs: -0.007110394501906582
parcels_zones_transit_jobs_50min: -4.990683311517582e-05
parcels_zones_z_total_jobs: 9.25341167148203e-05
zones_acres: -9.825287590016019e-05
zones_households: -0.00016028682587991214
zones_logsum_job_high_income: -1.3403001656189873e-05
zones_logsum_job_low_income: -1.971537464147718e-05
zones_logsum_pop_high_income: 3.926213484145308e-06
zones_logsum_pop_low_income: 1.8188011348119807e-05
zones_retail_jobs: -0.003230475937379377
zones_transit_jobs_50min: -7.848688764691256e-05
sample_size: 25
score: 0.9685148480189332
./configs/repm/nonres_repm11541.yaml:
coef:
building_sqft: 9.982206751788108e-19
jobs_within_30_min: -1.7367425378430977e-05
land_area: 3.502746482227622e-05
nodes_walk_housing_cost: -6.050261464600672e-06
nodes_walk_node_r1500_sqft: 1.9883072310243803e-08
parcel_sqft: 3.121706560395376e-08
parcels_census_bg_id: -7.500522698165041e-05
parcels_landvalue: 2.843116714016718e-06
parcels_total_sqft: -2.8277921207366378e-05
parcels_zones_jobs_within_30_min: -2.4078949410723855e-05
parcels_zones_logsum_job_high_income: 1.332907022493753e-06
parcels_zones_logsum_job_low_income: -1.6618294120794075e-06
parcels_zones_logsum_pop_high_income: -1.281632959687444e-06
parcels_zones_logsum_pop_low_income: -3.924164834546057e-06
parcels_zones_transit_jobs_50min: 0.0005747183931500357
zones_acres: 7.005340372226044e-05
zones_logsum_job_high_income: 1.931062968173309e-06
zones_logsum_job_low_income: -5.5009075503270705e-06
zones_logsum_pop_high_income: -7.60017157551905e-07
zones_logsum_pop_low_income: -5.590929116518007e-06
zones_population: -0.0003960765326021105
zones_transit_jobs_50min: 0.00017748014170540253
sample_size: 8
score: 0.999998815939417
./configs/repm/nonres_repm11551.yaml:
coef:
b_total_jobs: 0.0007944377135214623
building_age: -0.001302511707235905
building_sqft: -6.676731133528907e-05
crime_ucr_rate: -0.0004248262622735962
jobs_non_home_based: 2.2520756131485345e-16
jobs_within_30_min: -4.441258049128459e-06
land_area: 6.0566315369171535e-05
nodes_walk_ave_unit_sqft: -2.0954252311850174e-05
nodes_walk_housing_cost: 1.1113711682453231e-05
nodes_walk_jobs: 0.0006142184160950926
nodes_walk_medical: 0.006258206930331961
nodes_walk_node_r1500_sqft: 2.1530642511074777e-08
nodes_walk_office: -0.0003893838663606387
nodes_walk_retail_jobs: -0.00034729021106695503
parcel_sqft: 7.837134509361558e-07
parcels_ave_unit_size: -0.00033434075257552986
parcels_census_bg_id: 1.0848303166421753e-05
parcels_landvalue: 3.315979065067296e-07
parcels_total_sqft: -7.943910865696196e-06
parcels_zones_employment: -9.917460786829226e-05
parcels_zones_households: -5.4211021514672476e-05
parcels_zones_jobs_within_30_min: 1.7915391873401465e-06
parcels_zones_logsum_job_high_income: 5.1458582907294794e-06
parcels_zones_logsum_job_low_income: 2.1808887047173875e-05
parcels_zones_logsum_pop_high_income: -2.3495043278196236e-06
parcels_zones_logsum_pop_low_income: -8.965675111724033e-06
parcels_zones_population: 1.1979993518447984e-05
parcels_zones_transit_jobs_30min: -0.00020031093888429104
parcels_zones_transit_jobs_50min: -1.78559938140474e-05
parcels_zones_z_total_jobs: -8.868579519891951e-06
year_built: 0.0007351429611954275
zones_acres: -3.912203093012793e-05
zones_households: -1.145311015880247e-05
zones_logsum_job_high_income: 4.607738959771709e-06
zones_logsum_job_low_income: 2.278856334363875e-05
zones_logsum_pop_high_income: -3.0882386165214032e-06
zones_logsum_pop_low_income: -8.011939997678804e-06
zones_population: 3.961052981990329e-05
zones_transit_jobs_30min: -0.0001718071348519524
zones_transit_jobs_50min: -1.2428387711956467e-05
zones_z_total_jobs: -6.918625554964473e-06
sample_size: 94
score: 0.779128077925148
./configs/repm/nonres_repm11571.yaml:
coef:
building_age: -0.00252551361002436
building_sqft: -1.9932058559104107e-05
crime_other_rate: 3.705601365228789e-05
crime_ucr_rate: 0.0035044330840334373
jobs_within_30_min: 2.781380791321448e-05
land_area: 7.260988562112243e-06
nodes_walk_ave_nonres_sqft_price: 0.027206428498651923
nodes_walk_housing_cost: -3.762492843986767e-08
nodes_walk_jobs: 0.007965355178915534
nodes_walk_lowinc_hhs: -0.0001903712740114308
nodes_walk_medical: -0.015182141838422772
nodes_walk_node_r1500_sqft: -3.7617592867608915e-08
nodes_walk_office: -0.021160977058686373
nodes_walk_population: -0.0010871901617597582
parcel_sqft: -9.22296551120411e-07
parcels_ave_unit_size: -0.000629069022438138
parcels_census_bg_id: -6.911171088539234e-05
parcels_landvalue: 9.14320383545927e-06
parcels_total_sqft: 8.98160602564678e-06
parcels_zones_households: 0.00035252300839862537
parcels_zones_jobs_within_30_min: -1.2775834587606339e-05
parcels_zones_logsum_job_high_income: -5.385191799318816e-06
parcels_zones_logsum_job_low_income: -3.349814562116454e-05
parcels_zones_logsum_pop_high_income: -3.3563392986689633e-06
parcels_zones_logsum_pop_low_income: 8.145123675075097e-06
parcels_zones_population: 3.198574373847634e-05
parcels_zones_transit_jobs_50min: -0.00043897040924310984
parcels_zones_z_total_jobs: -7.178146141289988e-05
year_built: 0.0029203905345304036
zones_acres: 1.89228494268775e-05
zones_households: 9.915798859541823e-05
zones_logsum_job_high_income: -5.570703794669792e-06
zones_logsum_job_low_income: -3.267238364317332e-05
zones_logsum_pop_high_income: 5.204009300065485e-06
zones_logsum_pop_low_income: 8.637867716721693e-06
zones_population: 3.274436475362583e-05
zones_transit_jobs_50min: -1.4779451585412386e-06
sample_size: 37
score: 0.8727415976138203
./configs/repm/nonres_repm12521.yaml:
coef:
b_total_jobs: 0.00011432625040359577
building_age: -0.000358900788067198
building_sqft: 1.3897845052898869e-06
crime_other_rate: 4.0681938320764755e-05
crime_ucr_rate: -0.00024818579132243704
jobs_within_30_min: -6.584696934385074e-08
land_area: -5.472036935311444e-06
nodes_walk_ave_nonres_sqft_price: 0.0012115041626501275
nodes_walk_ave_unit_sqft: -3.862236914115203e-05
nodes_walk_housing_cost: 1.1217109220936325e-06
nodes_walk_jobs: 4.00629259479625e-05
nodes_walk_medical: 0.0002563441568587214
nodes_walk_node_r1500_sqft: 1.3854341136362968e-08
nodes_walk_race_1_hhs: -7.569638833332977e-05
nodes_walk_race_2_hhs: 9.613208955858815e-06
nodes_walk_retail: 0.005181472137719632
nodes_walk_retail_jobs: 0.00027581085456194695
parcel_sqft: 4.941774090894131e-07
parcels_ave_unit_size: -2.4798197310843288e-05
parcels_census_bg_id: 2.098093987796318e-08
parcels_landvalue: 3.171401066299657e-08
parcels_total_sqft: 3.571409981809727e-09
parcels_zones_employment: -1.5008896762810229e-05
parcels_zones_households: 1.2051675353501795e-06
parcels_zones_jobs_within_30_min: -2.4018739778559708e-08
parcels_zones_logsum_job_high_income: -3.5635412225601727e-08
parcels_zones_logsum_job_low_income: 2.3652241521191833e-07
parcels_zones_logsum_pop_high_income: 4.449382950030468e-08
parcels_zones_logsum_pop_low_income: -1.2276305319474916e-07
parcels_zones_retail_jobs: -6.583075208543839e-05
parcels_zones_transit_jobs_30min: 1.8666662396448694e-06
parcels_zones_transit_jobs_50min: -1.6209920860659062e-07
parcels_zones_z_total_jobs: -6.9825181756658035e-06
residential_sqft: 2.9655868712460883e-05
sqft_per_unit: 0.00021793845250516665
vacant_job_spaces: -0.0029313361719059414
year_built: 0.004107408479241148
zones_acres: -3.252824322374606e-05
zones_employment: -1.2106339239301159e-06
zones_households: 5.135922528223905e-09
zones_logsum_job_high_income: -1.7903506016103612e-08
zones_logsum_job_low_income: 2.1146900381627706e-07
zones_logsum_pop_high_income: 1.74170665299233e-08
zones_logsum_pop_low_income: -2.1468076202396095e-07
zones_retail_jobs: -1.996714562979357e-05
zones_transit_jobs_30min: 3.692854287973234e-08
zones_transit_jobs_50min: -2.0634531011457187e-07
zones_z_total_jobs: -1.382277123485115e-06
sample_size: 5012
score: 0.3218798838749444
./configs/repm/nonres_repm12522.yaml:
coef: None
sample_size: 0
score: None
./configs/repm/nonres_repm12523.yaml:
coef:
b_total_jobs: 5.4487538216005965e-05
building_age: -0.001097252853071181
building_sqft: -5.3639062228442e-07
crime_other_rate: -7.362538115186605e-05
jobs_within_30_min: -1.4503462550660158e-07
land_area: -2.095939210381469e-06
nodes_walk_ave_nonres_sqft_price: 0.0008034322517136462
nodes_walk_housing_cost: -5.886986062854034e-07
nodes_walk_jobs: 3.09430446403984e-05
nodes_walk_lowinc_hhs: -4.184239425711827e-05
nodes_walk_medical: 0.0009461078085009058
nodes_walk_node_r1500_sqft: -4.847266694552251e-09
nodes_walk_office: 0.0061491883259915895
nodes_walk_population: -5.2374964610824434e-05
nodes_walk_race_1_hhs: 0.00029905702152994377
nodes_walk_residential: 0.00036474673118530023
nodes_walk_retail: -2.7342527530955168e-05
nodes_walk_retail_jobs: 3.9726330960077586e-05
parcel_sqft: -1.090374997510938e-07
parcels_ave_unit_size: 1.895390614133033e-07
parcels_census_bg_id: 2.6739216257229458e-08
parcels_landvalue: 1.599678340430617e-07
parcels_total_sqft: -1.0676735008890565e-06
parcels_zones_employment: -7.308912372753018e-07
parcels_zones_jobs_within_30_min: 2.8667698451977166e-08
parcels_zones_logsum_job_high_income: 5.708541350246723e-10
parcels_zones_logsum_job_low_income: 1.8353406219376357e-07
parcels_zones_logsum_pop_high_income: -7.833186110773456e-09
parcels_zones_logsum_pop_low_income: -2.0038081561426677e-07
parcels_zones_population: 1.7422445715675516e-05
parcels_zones_retail_jobs: -1.1986746994035016e-06
parcels_zones_transit_jobs_30min: -1.785196438863811e-06
parcels_zones_transit_jobs_50min: -4.3783209946884093e-07
parcels_zones_z_total_jobs: -3.1278882703718614e-07
residential_sqft: -0.00014944086780178896
sqft_per_unit: 0.0007179572789539242
vacant_job_spaces: -0.000382855662543716
year_built: 0.0024241058918096125
zones_acres: -3.303351893899424e-05
zones_employment: -1.6332065937933687e-09
zones_logsum_job_high_income: -1.5837281960089908e-09
zones_logsum_job_low_income: 1.7619735808146175e-07
zones_logsum_pop_high_income: 3.2464605436072397e-10
zones_logsum_pop_low_income: -1.44544356321142e-07
zones_population: 4.506672957045857e-06
zones_retail_jobs: -6.211895320996558e-09
zones_transit_jobs_30min: -1.2281720585134926e-06
zones_transit_jobs_50min: -1.857099603842245e-07
zones_z_total_jobs: -2.795117882596371e-07
sample_size: 3554
score: 0.4287420455499683
./configs/repm/nonres_repm12525.yaml:
coef: None
sample_size: 0
score: None
./configs/repm/nonres_repm12526.yaml:
coef: None
sample_size: 0
score: None
./configs/repm/nonres_repm12531.yaml:
coef:
building_age: -0.0004247916614564849
building_sqft: -9.180432390881106e-11
crime_other_rate: 8.729373780412577e-05
crime_ucr_rate: -0.00028440498708739997
job_spaces: -4.285700465369278e-07
jobs_within_30_min: 8.360165739867166e-08
land_area: -7.124384530454973e-07
nodes_walk_ave_nonres_sqft_price: 0.0003195928752209663
nodes_walk_ave_unit_sqft: -2.3021978293708323e-05
nodes_walk_households: 9.743471161654549e-05
nodes_walk_housing_cost: 3.4717711686613966e-07
nodes_walk_industrial: 0.01168838836330678
nodes_walk_jobs: 2.7637129416725393e-05
nodes_walk_node_r1500_sqft: 6.984946879076761e-09
nodes_walk_office: 0.0004726991935936803
nodes_walk_residential: 3.470520066748656e-05
non_residential_units: -1.8608042780924558e-19
parcel_sqft: 2.1516604479423067e-07
parcels_ave_unit_size: -1.0012978812021642e-06
parcels_census_bg_id: -5.970744449620784e-09
parcels_landvalue: -3.327262017695538e-08
parcels_total_job_spaces: -7.098897020365958e-05
parcels_total_sqft: -2.458987773897519e-07
parcels_zones_employment: -1.2202879390400648e-06
parcels_zones_households: 6.0388618957650785e-06
parcels_zones_jobs_within_30_min: -1.5277962192733858e-08
parcels_zones_logsum_job_high_income: 2.5204022787472038e-08
parcels_zones_logsum_job_low_income: 6.486108441340857e-08
parcels_zones_logsum_pop_high_income: -3.941592433215039e-08
parcels_zones_logsum_pop_low_income: -1.0779368022570108e-07
parcels_zones_population: -3.0480448452186328e-05
parcels_zones_retail_jobs: 2.7770698808129615e-05
parcels_zones_transit_jobs_30min: -1.3027120357605807e-06
parcels_zones_transit_jobs_50min: -2.742833342194193e-07
year_built: 0.005088870217886725
zones_acres: -2.3511242083112033e-05
zones_households: 5.26999671599611e-05
zones_logsum_job_high_income: 2.1936592354667924e-08
zones_logsum_job_low_income: 6.301341290890387e-08
zones_logsum_pop_high_income: -2.833330155645297e-08
zones_logsum_pop_low_income: -5.1641305651082576e-08
zones_population: -1.5383010831247447e-05
zones_retail_jobs: 1.2827996618903133e-05
zones_transit_jobs_30min: -4.1686228985909555e-11
zones_transit_jobs_50min: -2.0312964380280557e-07
sample_size: 2846
score: 0.46805048259922166
./configs/repm/nonres_repm12533.yaml:
coef:
building_age: -0.0009355179161309338
building_sqft: -1.4845727917068668e-06
crime_other_rate: 7.718913586876788e-05
crime_ucr_rate: -0.0004009450181491296
job_spaces: 0.00040079384269408285
jobs_within_30_min: -1.7702871412865147e-12
land_area: 5.152895573161891e-07
nodes_walk_ave_nonres_sqft_price: 0.002645845088451863
nodes_walk_ave_unit_sqft: 1.2341707769101943e-06
nodes_walk_housing_cost: -5.341266831530519e-07
nodes_walk_industrial: 0.0024910586997503427
nodes_walk_jobs: 5.0284695574161076e-05
nodes_walk_medical: -0.0003200092336789995
nodes_walk_node_r1500_sqft: -7.487085920903857e-09
nodes_walk_office: 0.00019441462785254503
nodes_walk_population: 6.609438919862041e-06
nodes_walk_race_1_hhs: 0.0005467590805438105
nodes_walk_race_2_hhs: -2.834774533162757e-05
nodes_walk_retail: 0.00013841825533650353
nodes_walk_retail_jobs: 8.60056466304933e-05
non_residential_units: 1.113757104140923e-19
parcels_ave_unit_size: 2.6834979781327428e-05
parcels_census_bg_id: 2.854188806536186e-08
parcels_landvalue: -3.432780307906982e-08
parcels_total_job_spaces: 9.241868518852749e-05
parcels_total_sqft: -4.568486875966765e-07
parcels_zones_employment: 1.0153712877123625e-06
parcels_zones_jobs_within_30_min: -2.0902937582180662e-08
parcels_zones_logsum_job_high_income: -3.2018198839084713e-09
parcels_zones_logsum_job_low_income: 1.3118987807992606e-07
parcels_zones_logsum_pop_high_income: -2.7112871120309983e-09
parcels_zones_logsum_pop_low_income: -2.3400349892116965e-07
parcels_zones_population: 5.361356645033457e-07
parcels_zones_retail_jobs: 0.000153417836799443
parcels_zones_transit_jobs_30min: 2.755070549520537e-06
parcels_zones_transit_jobs_50min: -1.2017601076715043e-06
year_built: 0.007165250488934203
zones_acres: -3.5856726042730606e-05
zones_logsum_job_high_income: -1.1468203856177345e-08
zones_logsum_job_low_income: 1.3420192834717398e-07
zones_logsum_pop_high_income: 1.2026480630426526e-08
zones_logsum_pop_low_income: -6.124556304443624e-08
zones_population: 5.198878292181068e-06
zones_retail_jobs: 5.757996306872024e-06
zones_transit_jobs_30min: 1.5246189524469131e-06
zones_transit_jobs_50min: -8.294658476595449e-07
zones_z_total_jobs: 5.656321243491138e-11
sample_size: 641
score: 0.4112839283523383
./configs/repm/nonres_repm12541.yaml:
coef:
b_total_jobs: -0.00039322472069572517
building_age: -0.0001229303984214517
building_sqft: -5.253905063870908e-06
crime_other_rate: -0.00013047492434959835
crime_ucr_rate: 2.6800289437608467e-05
jobs_non_home_based: -6.496415475198917e-19
jobs_within_30_min: -5.760295827873998e-07
land_area: 8.542820192989239e-07
nodes_walk_ave_nonres_sqft_price: 0.011898635299418033
nodes_walk_ave_unit_sqft: -3.3217224477332404e-05
nodes_walk_hhs_with_children: 8.946023194350718e-05
nodes_walk_highinc_hhs: 0.0022779849257052605
nodes_walk_housing_cost: -9.465880506937036e-06
nodes_walk_industrial: 0.001795436526595857
nodes_walk_jobs: 2.8742502827188975e-05
nodes_walk_lowinc_hhs: -0.002100778254099764
nodes_walk_medical: -0.0012688400138398577
nodes_walk_node_r1500_sqft: 2.2271141191435633e-08
nodes_walk_office: 0.0008276158887856791
nodes_walk_population: -0.00019781229846364156
nodes_walk_race_2_hhs: -0.0005470044202681274
nodes_walk_race_3_hhs: 0.008682745389455142
nodes_walk_residential: 0.0018315373840762808
nodes_walk_retail: -0.005452906156432907
nodes_walk_retail_jobs: -0.00030935752484652276
parcel_sqft: 3.409840526663172e-07
parcels_ave_unit_size: -2.1409131830535937e-05
parcels_census_bg_id: -1.7610699333599532e-07
parcels_landvalue: -2.7724122520134615e-07
parcels_total_sqft: 2.130187430782644e-06
parcels_zones_empden: -0.0026364697046649364
parcels_zones_employment: -1.3012389367505543e-06
parcels_zones_households: 3.210629241809606e-05
parcels_zones_jobs_within_30_min: 3.0430746428447174e-07
parcels_zones_logsum_job_high_income: 1.3178153725665096e-06
parcels_zones_logsum_job_low_income: 8.435891047302198e-07
parcels_zones_logsum_pop_high_income: -9.366947805856851e-07
parcels_zones_logsum_pop_low_income: 1.4001665308513143e-07
parcels_zones_population: -9.102375120738606e-05
parcels_zones_retail_jobs: 0.0009563760098800045
parcels_zones_transit_jobs_30min: -2.67351759685065e-05
parcels_zones_transit_jobs_50min: -2.013044554134833e-06
parcels_zones_z_total_jobs: -1.54775573767304e-05
year_built: 3.4264505926960113e-06
zones_acres: -0.00013527667897138398
zones_empden: -0.009600980124038525
zones_employment: -2.55155204179037e-06
zones_households: 0.000301330378540468
zones_logsum_job_high_income: 1.5154626195486323e-06
zones_logsum_job_low_income: 6.39102060452656e-07
zones_logsum_pop_high_income: -1.2435374777088134e-06
zones_logsum_pop_low_income: -1.719592524506307e-07
zones_population: -3.702897075633768e-05
zones_retail_jobs: 3.020717717294948e-05
zones_transit_jobs_30min: -1.6865165154211167e-05
zones_transit_jobs_50min: -2.558932157513823e-07
sample_size: 100
score: 0.5574855968850899
./configs/repm/nonres_repm12551.yaml:
coef:
building_age: -0.0001789482605855971
building_sqft: -1.6652499327361434e-06
crime_other_rate: -7.986883544162761e-05
crime_ucr_rate: -7.781465596688926e-05
jobs_within_30_min: -4.3154392094900555e-08
land_area: -8.77306553628936e-06
nodes_walk_ave_nonres_sqft_price: 0.0005480467980066713
nodes_walk_ave_unit_sqft: -1.491653714952525e-05
nodes_walk_housing_cost: -5.590403753143518e-07
nodes_walk_jobs: 4.092311129663793e-05
nodes_walk_medical: 0.005835825335441509
nodes_walk_node_r1500_sqft: 8.99018862654388e-09
nodes_walk_office: 0.0006266902949891604
nodes_walk_race_1_hhs: -9.330516021152866e-05
nodes_walk_race_2_hhs: 6.489171572988336e-05
nodes_walk_race_3_hhs: -0.000322192876593011
nodes_walk_retail: 0.0005461963504827682
nodes_walk_retail_jobs: -8.581731608701039e-05
parcel_sqft: 1.3713516206071818e-06
parcels_ave_unit_size: -1.6476692526295003e-05
parcels_census_bg_id: 2.4477823621504642e-09
parcels_landvalue: 1.6825755952154403e-07
parcels_total_sqft: -5.555407746782805e-06
parcels_zones_employment: -7.799382377212477e-06
parcels_zones_households: -1.6641451993091154e-05
parcels_zones_jobs_within_30_min: 9.335825559731602e-08
parcels_zones_logsum_job_high_income: 9.658500619292963e-08
parcels_zones_logsum_job_low_income: 3.133797373770012e-07
parcels_zones_logsum_pop_high_income: -1.332026204125943e-07
parcels_zones_logsum_pop_low_income: -2.702467826540358e-07
parcels_zones_population: 8.27092547575249e-06
parcels_zones_transit_jobs_30min: -1.4887947013431921e-08
parcels_zones_transit_jobs_50min: -8.185672204087496e-08
year_built: 0.003161559682189736
zones_acres: -2.379296817139658e-05
zones_households: -2.1487755604844233e-05
zones_logsum_job_high_income: 9.502393017322786e-08
zones_logsum_job_low_income: 2.950079340479897e-07
zones_logsum_pop_high_income: -1.2875652760587705e-07
zones_logsum_pop_low_income: -2.5229166934813897e-07
zones_population: 1.1195964165808086e-05
zones_transit_jobs_30min: -9.831871001948345e-08
zones_transit_jobs_50min: -7.541391070222621e-08
sample_size: 725
score: 0.5202538122609639
./configs/repm/nonres_repm12571.yaml:
coef:
building_sqft: -7.217496331739534e-05
crime_other_rate: 0.0016694181911301768
crime_ucr_rate: 0.0010414522720792697
jobs_within_30_min: 1.5742103315912648e-06
land_area: 3.831393373531388e-05
nodes_walk_ave_nonres_sqft_price: 0.019981459007037735
nodes_walk_ave_unit_sqft: -0.0004422424425836377
nodes_walk_housing_cost: 8.136101421980463e-06
nodes_walk_jobs: 0.0005614105359457001
nodes_walk_medical: -0.007118063694033358
nodes_walk_node_r1500_sqft: -1.1273300038280217e-08
nodes_walk_population: 0.0002129220729961019
nodes_walk_retail: 0.004897057123747775
parcel_sqft: 1.0911941251334151e-07
parcels_ave_unit_size: -0.0002109882427218042
parcels_census_bg_id: 8.351622143021014e-07
parcels_landvalue: -2.8418190622575543e-07
parcels_total_sqft: 2.7162991507823183e-05
parcels_zones_employment: -0.00036151804799544845
parcels_zones_households: -0.0009599753923971814
parcels_zones_jobs_within_30_min: -1.4595989505218284e-06
parcels_zones_logsum_job_high_income: 1.7484575799172025e-06
parcels_zones_logsum_job_low_income: -8.596605853571644e-07
parcels_zones_logsum_pop_high_income: 3.9574958340903237e-07
parcels_zones_logsum_pop_low_income: -1.9338926148028415e-06
parcels_zones_population: 4.2713156372798915e-05
parcels_zones_retail_jobs: 0.00015161952187090727
parcels_zones_transit_jobs_30min: 0.0007733546908795188
parcels_zones_transit_jobs_50min: -1.740578825124312e-05
parcels_zones_z_total_jobs: -3.661267133225545e-05
zones_acres: 5.58929013923335e-07
zones_employment: -5.1996503857162666e-05
zones_households: -0.00012678594185531393
zones_logsum_job_high_income: 2.272772430571078e-06
zones_logsum_job_low_income: -1.580966095935538e-06
zones_logsum_pop_high_income: -8.405521551754966e-08
zones_logsum_pop_low_income: -2.5874162873377623e-06
zones_population: 3.23964449337236e-05
zones_retail_jobs: 0.00015822782783215825
zones_transit_jobs_30min: 0.0007324120252036565
zones_transit_jobs_50min: -2.467124770461201e-05
zones_z_total_jobs: -1.5578623625562156e-05
sample_size: 31
score: 0.9566462206932226
./configs/repm/nonres_repm14721.yaml:
coef:
b_total_jobs: 0.0013619335379478383
building_age: -0.0004827864024326525
building_sqft: -1.038511760133656e-05
crime_other_rate: -2.1947974785165294e-05
jobs_within_30_min: 1.1904187826431915e-07
land_area: 8.805961465392853e-06
nodes_walk_ave_unit_sqft: -4.117108076194271e-05
nodes_walk_housing_cost: 3.423164230176442e-06
nodes_walk_jobs: 0.00020185366220969934
nodes_walk_medical: 0.0010447138613414596
nodes_walk_node_r1500_sqft: -1.3177950295858808e-09
nodes_walk_office: 0.000337612560009376
nodes_walk_population: 3.75470907476394e-05
nodes_walk_retail: 0.00977892607337227
parcel_sqft: -6.283354130766475e-08
parcels_ave_unit_size: -1.4381001645510173e-05
parcels_census_bg_id: -2.3870631775359376e-07
parcels_landvalue: 7.857979041072265e-07
parcels_total_sqft: -1.2066991566558194e-05
parcels_zones_households: -6.528755037678432e-05
parcels_zones_jobs_within_30_min: 2.8375316083468383e-08
parcels_zones_logsum_job_high_income: 1.608176156836415e-06
parcels_zones_logsum_pop_high_income: -5.629310054977635e-07
parcels_zones_logsum_pop_low_income: -2.673964773195392e-07
parcels_zones_population: 0.0001259555640929014
parcels_zones_retail_jobs: -8.831473705320922e-05
parcels_zones_transit_jobs_30min: -3.2683176403666826e-05
parcels_zones_transit_jobs_50min: -2.767432941830856e-06
residential_sqft: -5.13213973366928e-05
sqft_per_unit: 0.0003890541350441767
year_built: 0.0015342867729261
zones_acres: -1.0245113486153901e-05
zones_households: -0.00022371170771255238
zones_logsum_job_high_income: 1.2754256068558398e-06
zones_logsum_job_low_income: 1.0958378997267831e-07
zones_logsum_pop_high_income: -7.935759765746374e-07
zones_logsum_pop_low_income: 1.7677195651280416e-07
zones_population: 8.17714831227327e-05
zones_retail_jobs: -2.0209054820845514e-06
zones_transit_jobs_30min: -1.7908427110648758e-05
zones_transit_jobs_50min: -6.316358461269039e-07
sample_size: 809
score: 0.31866631758237873
./configs/repm/nonres_repm14722.yaml:
coef: None
sample_size: 0
score: None
./configs/repm/nonres_repm14723.yaml:
coef:
b_total_jobs: 0.006077751109701088
building_age: -0.00022542525213004437
building_sqft: -1.844303678673138e-05
crime_other_rate: 0.00014994207191076705
crime_ucr_rate: -2.8806715231860403e-05
jobs_within_30_min: 2.1351334185208096e-06
land_area: 1.8432655205733766e-06
nodes_walk_ave_nonres_sqft_price: 0.0012952068640851842
nodes_walk_ave_unit_sqft: 1.3356348331077623e-05
nodes_walk_housing_cost: 4.512356444679167e-06
nodes_walk_lowinc_hhs: -0.0007970440044568046
nodes_walk_medical: 0.00023887711793872465
nodes_walk_node_r1500_sqft: 1.01835241907165e-08
nodes_walk_office: 0.00796327081025175
nodes_walk_population: 0.00024373757716886283
nodes_walk_residential: 0.0007755063648582662
nodes_walk_retail: 0.0002907862306732343
nodes_walk_retail_jobs: 0.00016424228178474467
parcel_sqft: -8.366225782083957e-08
parcels_ave_unit_size: 3.0614806412289e-05
parcels_census_bg_id: 1.7651079926244315e-07
parcels_landvalue: 1.5971477018180094e-06
parcels_total_sqft: -1.2615806556347535e-05
parcels_zones_employment: 0.00013194889076466505
parcels_zones_households: -8.402887263354865e-05
parcels_zones_jobs_within_30_min: -1.8451624756646524e-06
parcels_zones_logsum_job_high_income: 9.97478100611428e-06
parcels_zones_logsum_job_low_income: -1.394807188071915e-06
parcels_zones_logsum_pop_high_income: -5.3161252330718065e-06
parcels_zones_logsum_pop_low_income: 7.33581398370105e-07
parcels_zones_population: 9.893685093545823e-05
parcels_zones_retail_jobs: -9.6083532588684e-05
parcels_zones_transit_jobs_30min: 3.208094242752014e-05
parcels_zones_transit_jobs_50min: -1.719923748496039e-05
parcels_zones_z_total_jobs: 1.1285808280738725e-05
residential_sqft: -4.547016264323621e-06
sqft_per_unit: 0.00027912130526224296
year_built: 0.002930714239271978
zones_acres: -7.509474118558614e-06
zones_employment: 3.5895929304990275e-05
zones_households: -0.00027886591297695987
zones_logsum_job_high_income: 9.815547127824615e-06
zones_logsum_job_low_income: -1.3518321040959986e-06
zones_logsum_pop_high_income: -5.614961715968649e-06
zones_logsum_pop_low_income: 9.734501648357995e-07
zones_population: 9.205506282549533e-05
zones_retail_jobs: -3.431383825547569e-05
zones_transit_jobs_30min: 2.2376156715889195e-05
zones_transit_jobs_50min: -1.593521491619281e-05
zones_z_total_jobs: 3.721982876001431e-06
sample_size: 400
score: 0.47754264468518537
./configs/repm/nonres_repm14725.yaml:
coef: None
sample_size: 0
score: None
./configs/repm/nonres_repm14726.yaml:
coef: None
sample_size: 0
score: None
./configs/repm/nonres_repm14731.yaml:
coef:
b_total_jobs: 0.001903827156489038
building_sqft: -2.4911819246133195e-05
crime_ucr_rate: -0.00011215708571460038
jobs_non_home_based: 2.413971046373107e-19
jobs_within_30_min: 4.449906025509688e-06
land_area: 1.9301097795345783e-05
nodes_walk_ave_unit_sqft: 2.7453872609875118e-05
nodes_walk_housing_cost: -6.1063570661646585e-06
nodes_walk_industrial: 0.020917103396208118
nodes_walk_jobs: -0.00017745892079597053
nodes_walk_medical: 0.0005814536262974807
nodes_walk_node_r1500_sqft: -1.2187892220362892e-08
nodes_walk_office: -0.0005513074282513965
nodes_walk_population: -0.0006393304661611071
nodes_walk_retail_jobs: 9.885157320595248e-05
parcel_sqft: -1.7369734186901135e-07
parcels_ave_unit_size: 0.00028654505945132974
parcels_census_bg_id: 4.3892660866055934e-07
parcels_landvalue: 8.911859056663146e-07
parcels_total_sqft: -1.7985935447848337e-06
parcels_zones_employment: -3.155754209314576e-05
parcels_zones_households: 0.0005865827995161023
parcels_zones_jobs_within_30_min: 2.3075888630991385e-06
parcels_zones_logsum_job_high_income: 3.703748487843367e-07
parcels_zones_logsum_job_low_income: 3.630737903569708e-06
parcels_zones_logsum_pop_high_income: 1.9475458766753212e-07
parcels_zones_logsum_pop_low_income: -1.9814393184073643e-06
parcels_zones_population: -0.00025392544257651033
parcels_zones_transit_jobs_30min: -3.804700493631765e-05
parcels_zones_transit_jobs_50min: 2.818334408600243e-06
year_built: 0.00428391069959279
zones_acres: 1.4928149743447437e-06
zones_employment: -1.1843235400734013e-05
zones_households: 0.0006971716366406044
zones_logsum_job_high_income: 4.0784586546935263e-07
zones_logsum_job_low_income: 3.5306923020465984e-06
zones_logsum_pop_high_income: -1.067541456853901e-07
zones_logsum_pop_low_income: -2.2263791205910135e-06
zones_population: -0.00024715610477785165
zones_transit_jobs_30min: -2.3917029301994507e-05
zones_transit_jobs_50min: 3.259612412619751e-06
sample_size: 256
score: 0.5191470869547253
./configs/repm/nonres_repm14733.yaml:
coef:
building_age: -0.00029684206430145903
building_sqft: -9.713074733338083e-07
crime_other_rate: 0.00011725555234699586
crime_ucr_rate: -0.0009801445425580318
job_spaces: 0.0022714364065254495
jobs_within_30_min: 5.208403995801421e-06
land_area: 8.04565254872659e-07
nodes_walk_ave_nonres_sqft_price: 0.008731743551911616
nodes_walk_ave_unit_sqft: 8.915336383699427e-05
nodes_walk_housing_cost: -6.1963126164587695e-06
nodes_walk_jobs: 0.00015198165802411695
nodes_walk_lowinc_hhs: 0.0038199504481948704
nodes_walk_node_r1500_sqft: -2.417610538639382e-08
nodes_walk_race_1_hhs: -0.001180240269818143
nodes_walk_retail_jobs: -0.0014893362462070887
non_residential_units: 5.497193687181327e-18
parcel_sqft: -4.297549859134379e-07
parcels_ave_unit_size: 0.0002886870069369814
parcels_census_bg_id: 2.1695788789813983e-07
parcels_landvalue: 8.376160313190672e-07
parcels_total_job_spaces: 0.0008925099758773336
parcels_total_sqft: -1.648195327816502e-06
parcels_zones_employment: -0.0002505618664620649
parcels_zones_jobs_within_30_min: 6.414453277568994e-06
parcels_zones_logsum_job_high_income: 1.1886386441637805e-06
parcels_zones_logsum_job_low_income: 3.8478091296850915e-06
parcels_zones_logsum_pop_high_income: -4.279544991289008e-07
parcels_zones_logsum_pop_low_income: -1.7471949762551051e-06
parcels_zones_population: 0.00012342802362135877
parcels_zones_retail_jobs: 0.00015986545443859204
parcels_zones_transit_jobs_30min: -8.270612444197475e-05
parcels_zones_transit_jobs_50min: -2.6186579203458866e-06
parcels_zones_z_total_jobs: -8.306384458572867e-05
year_built: 0.005415451068297462
zones_acres: 3.051965001256978e-05
zones_employment: -1.2508838389553922e-05
zones_logsum_job_high_income: 9.437985009424137e-07
zones_logsum_job_low_income: 3.9412014186408265e-06
zones_logsum_pop_high_income: -1.356565023364682e-07
zones_logsum_pop_low_income: -1.4765338870256068e-06
zones_population: 5.818382088506384e-07
zones_retail_jobs: 0.00013052159250470917
zones_transit_jobs_30min: -7.303770064984156e-05
zones_transit_jobs_50min: -2.420242418136329e-06
zones_z_total_jobs: -5.236103297675846e-06
sample_size: 91
score: 0.4057973334801901
./configs/repm/nonres_repm14741.yaml:
coef:
b_total_jobs: 0.02025278208463126
building_age: -0.001157798407990503
building_sqft: -5.125413416107429e-07
crime_other_rate: 0.0005777155497029185
crime_ucr_rate: -0.0005111615045597415
jobs_non_home_based: 2.2517771285595742e-18
jobs_within_30_min: -1.136556612143144e-06
land_area: -0.00016239662931226108
nodes_walk_ave_nonres_sqft_price: 0.008963891828211735
nodes_walk_highinc_hhs: -0.027143126090494733
nodes_walk_households: 0.0003459575646981023
nodes_walk_housing_cost: 1.3039689123298158e-05
nodes_walk_jobs: 0.0008730919349701098
nodes_walk_lowinc_hhs: 0.005394931758745755
nodes_walk_medical: -0.010096657212550975
nodes_walk_midinc_hhs: 0.0004768458474273752
nodes_walk_node_r1500_sqft: 1.944481643807427e-09
nodes_walk_office: -0.011899420428872395
nodes_walk_race_1_hhs: 0.001801091550970391
nodes_walk_residential: -0.0007878728066392401
parcel_sqft: 3.738185526540342e-07
parcels_census_bg_id: 1.6489604960952515e-05
parcels_landvalue: -2.1838094539378603e-06
parcels_total_job_spaces: 0.0028331398458607934
parcels_total_sqft: 1.803951388161319e-05
parcels_zones_jobs_within_30_min: 6.089747960260165e-05
parcels_zones_logsum_job_high_income: 6.999925683944542e-06
parcels_zones_logsum_job_low_income: 6.650034619681064e-06
parcels_zones_logsum_pop_high_income: -2.7502863967223454e-06
parcels_zones_logsum_pop_low_income: -1.4451202156765986e-06
parcels_zones_retail_jobs: 0.001646345532692765
parcels_zones_transit_jobs_30min: -0.0003033162375457239
parcels_zones_transit_jobs_50min: 7.091996162137867e-05
school_district_achievement: -0.007294088537584029
year_built: 0.006466967034019282
zones_acres: -0.00012612765038164776
zones_employment: -0.00035418162195652016
zones_households: 0.0009181943077490445
zones_logsum_job_high_income: 8.83296804922306e-06
zones_logsum_job_low_income: 5.633215734708836e-06
zones_logsum_pop_high_income: -5.602411096148665e-06
zones_logsum_pop_low_income: -4.263123920904506e-06
zones_population: 6.887602378840019e-06
zones_retail_jobs: 2.744924035540857e-06
zones_transit_jobs_30min: -0.00022390929602513325
zones_transit_jobs_50min: 8.544463246215944e-05
sample_size: 61
score: 0.8864105671627196
./configs/repm/nonres_repm14751.yaml:
coef:
building_age: -2.741834435459208e-05
building_sqft: -5.436711122376583e-06
crime_other_rate: 7.823569994687902e-05
crime_ucr_rate: 0.00011889191215542399
job_spaces: -0.00038254689617040193
jobs_within_30_min: -6.818676420111853e-06
land_area: -1.360558752649287e-06
nodes_walk_ave_unit_sqft: -5.532860574234966e-08
nodes_walk_households: -0.0017175556924861012
nodes_walk_housing_cost: 7.379889672569566e-06
nodes_walk_jobs: 0.00012000636024995808
nodes_walk_medical: 0.006242810176951203
nodes_walk_node_r1500_sqft: 8.692836064971349e-09
nodes_walk_office: 5.1746890278092176e-05
nodes_walk_population: 0.000640210041463015
nodes_walk_retail_jobs: 0.0007053377205472635
non_residential_units: -5.804283952692954e-19
parcel_sqft: 4.361145879906537e-06
parcels_ave_unit_size: -5.160870705011834e-05
parcels_census_bg_id: 9.50047109176893e-08
parcels_landvalue: -1.6983862087897553e-07
parcels_total_sqft: -1.661359656421124e-05
parcels_zones_employment: -8.394879688368007e-05
parcels_zones_households: 7.698021715264405e-06
parcels_zones_jobs_within_30_min: -2.153055372456194e-06
parcels_zones_logsum_job_high_income: -2.0791353175734606e-06
parcels_zones_logsum_job_low_income: -3.8340174728925024e-06
parcels_zones_logsum_pop_high_income: 1.4848221351842785e-06
parcels_zones_logsum_pop_low_income: 2.1484383714024245e-06
parcels_zones_population: -0.00013868467861503025
parcels_zones_retail_jobs: -2.935013573377515e-05
parcels_zones_transit_jobs_30min: 9.605695473837295e-06
parcels_zones_transit_jobs_50min: 5.725505554586052e-06
parcels_zones_z_total_jobs: -2.8474053914571984e-05
vacant_job_spaces: -0.006181697228765379
year_built: 0.002425482016262633
zones_acres: -1.5683489136264636e-05
zones_employment: -1.2791297236210954e-05
zones_households: 0.00015297641568358798
zones_logsum_job_high_income: -1.924267139631455e-06
zones_logsum_job_low_income: -3.8112209274192663e-06
zones_logsum_pop_high_income: 9.849654762220425e-07
zones_logsum_pop_low_income: 1.8644972302003883e-06
zones_population: -8.568029466231774e-06
zones_retail_jobs: -5.801417190330179e-08
zones_transit_jobs_30min: 8.435029177523183e-06
zones_transit_jobs_50min: 4.0562368283119745e-06
zones_z_total_jobs: -3.874765335894704e-05
sample_size: 109
score: 0.6000224722512952
./configs/repm/nonres_repm14771.yaml:
coef:
building_sqft: 5.4861793510532586e-05
crime_ucr_rate: -0.0014919269591850345
jobs_within_30_min: 8.162944181179508e-05
land_area: -9.285032226749239e-05
nodes_walk_ave_unit_sqft: -0.0006290249139152955
nodes_walk_housing_cost: 0.000143168006243789
nodes_walk_node_r1500_sqft: -1.164022339525034e-07
parcel_sqft: 2.2077726498742627e-07
parcels_ave_unit_size: -0.0039693538653017306
parcels_census_bg_id: -4.1205265528856885e-06
parcels_landvalue: 1.7215136222485436e-06
parcels_total_sqft: 1.0031567508153282e-05
parcels_zones_jobs_within_30_min: -4.777881103818407e-07
parcels_zones_logsum_job_high_income: 3.17560789216536e-06
parcels_zones_logsum_job_low_income: 1.9297876670447784e-06
parcels_zones_logsum_pop_high_income: -4.549581575583904e-06
parcels_zones_logsum_pop_low_income: -8.017535292531363e-06
parcels_zones_population: -6.0296278986522666e-05
parcels_zones_transit_jobs_50min: 0.00029443817962457336
zones_acres: 0.0001440551830902995
zones_households: -0.0007584029336336669
zones_logsum_job_high_income: 4.200079480432072e-06