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README.md ADDED
@@ -0,0 +1,935 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ dataset_info:
3
+ features:
4
+ - name: id
5
+ dtype: int64
6
+ - name: post_date_std
7
+ dtype: timestamp[ns]
8
+ - name: description
9
+ dtype: string
10
+ - name: des_id
11
+ dtype: string
12
+ - name: duplicate_group
13
+ dtype: string
14
+ - name: total_area_confidence_score
15
+ dtype: int64
16
+ - name: address_weighted_score
17
+ dtype: float64
18
+ - name: street_resolved
19
+ dtype: string
20
+ - name: door_direction_resolved
21
+ dtype: string
22
+ - name: number_of_floors_resolved
23
+ dtype: float64
24
+ - name: house_front_resolved
25
+ dtype: float64
26
+ - name: road_width_resolved
27
+ dtype: float64
28
+ - name: total_wid_resolved
29
+ dtype: float64
30
+ - name: total_len_resolved
31
+ dtype: float64
32
+ - name: agri_area_resolved
33
+ dtype: float64
34
+ - name: resi_area_resolved
35
+ dtype: float64
36
+ - name: resi_cons_area_resolved
37
+ dtype: float64
38
+ - name: province_code_resolved
39
+ dtype: float64
40
+ - name: district_code_resolved
41
+ dtype: float64
42
+ - name: ward_code_resolved
43
+ dtype: float64
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+ - name: province_resolved
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+ dtype: string
46
+ - name: district_resolved
47
+ dtype: string
48
+ - name: ward_resolved
49
+ dtype: string
50
+ - name: region_resolved
51
+ dtype: string
52
+ - name: location_resolved
53
+ dtype: float64
54
+ - name: project_resolved
55
+ dtype: float64
56
+ - name: agriculture_forestry_resolved
57
+ dtype: float64
58
+ - name: structure_focus_resolved
59
+ dtype: float64
60
+ - name: total_area_resolved
61
+ dtype: float64
62
+ - name: province_code_dup_resolved
63
+ dtype: float64
64
+ - name: district_code_dup_resolved
65
+ dtype: float64
66
+ - name: ward_code_dup_resolved
67
+ dtype: float64
68
+ - name: province_dup_resolved
69
+ dtype: string
70
+ - name: district_dup_resolved
71
+ dtype: string
72
+ - name: ward_dup_resolved
73
+ dtype: string
74
+ - name: region_dup_resolved
75
+ dtype: string
76
+ - name: total_area_dup_resolved
77
+ dtype: float64
78
+ - name: street_dup_resolved
79
+ dtype: string
80
+ - name: door_direction_dup_resolved
81
+ dtype: string
82
+ - name: number_of_floors_dup_resolved
83
+ dtype: float64
84
+ - name: house_front_dup_resolved
85
+ dtype: float64
86
+ - name: road_width_dup_resolved
87
+ dtype: float64
88
+ - name: total_wid_dup_resolved
89
+ dtype: float64
90
+ - name: total_len_dup_resolved
91
+ dtype: float64
92
+ - name: agri_area_dup_resolved
93
+ dtype: float64
94
+ - name: resi_area_dup_resolved
95
+ dtype: float64
96
+ - name: resi_cons_area_dup_resolved
97
+ dtype: float64
98
+ - name: location_dup_resolved
99
+ dtype: float64
100
+ - name: project_dup_resolved
101
+ dtype: float64
102
+ - name: agriculture_forestry_dup_resolved
103
+ dtype: float64
104
+ - name: structure_focus_dup_resolved
105
+ dtype: float64
106
+ - name: dup_resolution_log
107
+ list: string
108
+ - name: price_std
109
+ dtype: float64
110
+ - name: price_ttm2
111
+ dtype: float64
112
+ - name: quarter
113
+ dtype: int32
114
+ - name: year
115
+ dtype: int32
116
+ - name: is_blowout_level_1_full_sf_af
117
+ dtype: bool
118
+ - name: debug_plaf_level_1_full_sf_af
119
+ dtype: float64
120
+ - name: debug_predicted_rcv_level_1_full_sf_af
121
+ dtype: float64
122
+ - name: severity_score_level_1_full_sf_af
123
+ dtype: float64
124
+ - name: sufficiency_level_1_full_sf_af
125
+ dtype: float64
126
+ - name: debug_key_level_1_full_sf_af
127
+ dtype: string
128
+ - name: debug_median_level_1_full_sf_af
129
+ dtype: float64
130
+ - name: debug_signed_score_level_1_full_sf_af
131
+ dtype: float64
132
+ - name: debug_final_score_level_1_full_sf_af
133
+ dtype: float64
134
+ - name: debug_obs_count_level_1_full_sf_af
135
+ dtype: float64
136
+ - name: is_blowout_level_1_full_sf
137
+ dtype: bool
138
+ - name: debug_plaf_level_1_full_sf
139
+ dtype: float64
140
+ - name: debug_predicted_rcv_level_1_full_sf
141
+ dtype: float64
142
+ - name: severity_score_level_1_full_sf
143
+ dtype: float64
144
+ - name: sufficiency_level_1_full_sf
145
+ dtype: float64
146
+ - name: debug_key_level_1_full_sf
147
+ dtype: string
148
+ - name: debug_median_level_1_full_sf
149
+ dtype: float64
150
+ - name: debug_signed_score_level_1_full_sf
151
+ dtype: float64
152
+ - name: debug_final_score_level_1_full_sf
153
+ dtype: float64
154
+ - name: debug_obs_count_level_1_full_sf
155
+ dtype: float64
156
+ - name: is_blowout_level_1_full_af
157
+ dtype: bool
158
+ - name: debug_plaf_level_1_full_af
159
+ dtype: float64
160
+ - name: debug_predicted_rcv_level_1_full_af
161
+ dtype: float64
162
+ - name: severity_score_level_1_full_af
163
+ dtype: float64
164
+ - name: sufficiency_level_1_full_af
165
+ dtype: float64
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+ - name: debug_key_level_1_full_af
167
+ dtype: string
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+ - name: debug_median_level_1_full_af
169
+ dtype: float64
170
+ - name: debug_signed_score_level_1_full_af
171
+ dtype: float64
172
+ - name: debug_final_score_level_1_full_af
173
+ dtype: float64
174
+ - name: debug_obs_count_level_1_full_af
175
+ dtype: float64
176
+ - name: is_blowout_level_1_full
177
+ dtype: bool
178
+ - name: debug_plaf_level_1_full
179
+ dtype: float64
180
+ - name: debug_predicted_rcv_level_1_full
181
+ dtype: float64
182
+ - name: severity_score_level_1_full
183
+ dtype: float64
184
+ - name: sufficiency_level_1_full
185
+ dtype: float64
186
+ - name: debug_key_level_1_full
187
+ dtype: string
188
+ - name: debug_median_level_1_full
189
+ dtype: float64
190
+ - name: debug_signed_score_level_1_full
191
+ dtype: float64
192
+ - name: debug_final_score_level_1_full
193
+ dtype: float64
194
+ - name: debug_obs_count_level_1_full
195
+ dtype: float64
196
+ - name: is_blowout_level_2_no_street_sf_af
197
+ dtype: bool
198
+ - name: debug_plaf_level_2_no_street_sf_af
199
+ dtype: float64
200
+ - name: debug_predicted_rcv_level_2_no_street_sf_af
201
+ dtype: float64
202
+ - name: severity_score_level_2_no_street_sf_af
203
+ dtype: float64
204
+ - name: sufficiency_level_2_no_street_sf_af
205
+ dtype: float64
206
+ - name: debug_key_level_2_no_street_sf_af
207
+ dtype: string
208
+ - name: debug_median_level_2_no_street_sf_af
209
+ dtype: float64
210
+ - name: debug_signed_score_level_2_no_street_sf_af
211
+ dtype: float64
212
+ - name: debug_final_score_level_2_no_street_sf_af
213
+ dtype: float64
214
+ - name: debug_obs_count_level_2_no_street_sf_af
215
+ dtype: float64
216
+ - name: is_blowout_level_2_no_street_sf
217
+ dtype: bool
218
+ - name: debug_plaf_level_2_no_street_sf
219
+ dtype: float64
220
+ - name: debug_predicted_rcv_level_2_no_street_sf
221
+ dtype: float64
222
+ - name: severity_score_level_2_no_street_sf
223
+ dtype: float64
224
+ - name: sufficiency_level_2_no_street_sf
225
+ dtype: float64
226
+ - name: debug_key_level_2_no_street_sf
227
+ dtype: string
228
+ - name: debug_median_level_2_no_street_sf
229
+ dtype: float64
230
+ - name: debug_signed_score_level_2_no_street_sf
231
+ dtype: float64
232
+ - name: debug_final_score_level_2_no_street_sf
233
+ dtype: float64
234
+ - name: debug_obs_count_level_2_no_street_sf
235
+ dtype: float64
236
+ - name: is_blowout_level_2_no_street_af
237
+ dtype: bool
238
+ - name: debug_plaf_level_2_no_street_af
239
+ dtype: float64
240
+ - name: debug_predicted_rcv_level_2_no_street_af
241
+ dtype: float64
242
+ - name: severity_score_level_2_no_street_af
243
+ dtype: float64
244
+ - name: sufficiency_level_2_no_street_af
245
+ dtype: float64
246
+ - name: debug_key_level_2_no_street_af
247
+ dtype: string
248
+ - name: debug_median_level_2_no_street_af
249
+ dtype: float64
250
+ - name: debug_signed_score_level_2_no_street_af
251
+ dtype: float64
252
+ - name: debug_final_score_level_2_no_street_af
253
+ dtype: float64
254
+ - name: debug_obs_count_level_2_no_street_af
255
+ dtype: float64
256
+ - name: is_blowout_level_2_no_street
257
+ dtype: bool
258
+ - name: debug_plaf_level_2_no_street
259
+ dtype: float64
260
+ - name: debug_predicted_rcv_level_2_no_street
261
+ dtype: float64
262
+ - name: severity_score_level_2_no_street
263
+ dtype: float64
264
+ - name: sufficiency_level_2_no_street
265
+ dtype: float64
266
+ - name: debug_key_level_2_no_street
267
+ dtype: string
268
+ - name: debug_median_level_2_no_street
269
+ dtype: float64
270
+ - name: debug_signed_score_level_2_no_street
271
+ dtype: float64
272
+ - name: debug_final_score_level_2_no_street
273
+ dtype: float64
274
+ - name: debug_obs_count_level_2_no_street
275
+ dtype: float64
276
+ - name: is_blowout_level_3_no_year_quarter_sf_af
277
+ dtype: bool
278
+ - name: debug_plaf_level_3_no_year_quarter_sf_af
279
+ dtype: float64
280
+ - name: debug_predicted_rcv_level_3_no_year_quarter_sf_af
281
+ dtype: float64
282
+ - name: severity_score_level_3_no_year_quarter_sf_af
283
+ dtype: float64
284
+ - name: sufficiency_level_3_no_year_quarter_sf_af
285
+ dtype: float64
286
+ - name: debug_key_level_3_no_year_quarter_sf_af
287
+ dtype: string
288
+ - name: debug_median_level_3_no_year_quarter_sf_af
289
+ dtype: float64
290
+ - name: debug_signed_score_level_3_no_year_quarter_sf_af
291
+ dtype: float64
292
+ - name: debug_final_score_level_3_no_year_quarter_sf_af
293
+ dtype: float64
294
+ - name: debug_obs_count_level_3_no_year_quarter_sf_af
295
+ dtype: float64
296
+ - name: is_blowout_level_3_no_year_quarter_sf
297
+ dtype: bool
298
+ - name: debug_plaf_level_3_no_year_quarter_sf
299
+ dtype: float64
300
+ - name: debug_predicted_rcv_level_3_no_year_quarter_sf
301
+ dtype: float64
302
+ - name: severity_score_level_3_no_year_quarter_sf
303
+ dtype: float64
304
+ - name: sufficiency_level_3_no_year_quarter_sf
305
+ dtype: float64
306
+ - name: debug_key_level_3_no_year_quarter_sf
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+ dtype: string
308
+ - name: debug_median_level_3_no_year_quarter_sf
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+ dtype: float64
310
+ - name: debug_signed_score_level_3_no_year_quarter_sf
311
+ dtype: float64
312
+ - name: debug_final_score_level_3_no_year_quarter_sf
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+ dtype: float64
314
+ - name: debug_obs_count_level_3_no_year_quarter_sf
315
+ dtype: float64
316
+ - name: is_blowout_level_3_no_year_quarter_af
317
+ dtype: bool
318
+ - name: debug_plaf_level_3_no_year_quarter_af
319
+ dtype: float64
320
+ - name: debug_predicted_rcv_level_3_no_year_quarter_af
321
+ dtype: float64
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+ - name: severity_score_level_3_no_year_quarter_af
323
+ dtype: float64
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+ - name: sufficiency_level_3_no_year_quarter_af
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+ dtype: float64
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+ - name: debug_key_level_3_no_year_quarter_af
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+ dtype: string
328
+ - name: debug_median_level_3_no_year_quarter_af
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+ dtype: float64
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+ - name: debug_signed_score_level_3_no_year_quarter_af
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+ dtype: float64
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+ - name: debug_final_score_level_3_no_year_quarter_af
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+ dtype: float64
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+ - name: debug_obs_count_level_3_no_year_quarter_af
335
+ dtype: float64
336
+ - name: is_blowout_level_3_no_year_quarter
337
+ dtype: bool
338
+ - name: debug_plaf_level_3_no_year_quarter
339
+ dtype: float64
340
+ - name: debug_predicted_rcv_level_3_no_year_quarter
341
+ dtype: float64
342
+ - name: severity_score_level_3_no_year_quarter
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+ dtype: float64
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+ - name: sufficiency_level_3_no_year_quarter
345
+ dtype: float64
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+ - name: debug_key_level_3_no_year_quarter
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+ dtype: string
348
+ - name: debug_median_level_3_no_year_quarter
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+ dtype: float64
350
+ - name: debug_signed_score_level_3_no_year_quarter
351
+ dtype: float64
352
+ - name: debug_final_score_level_3_no_year_quarter
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+ dtype: float64
354
+ - name: debug_obs_count_level_3_no_year_quarter
355
+ dtype: float64
356
+ - name: is_blowout_level_4_no_ward_sf_af
357
+ dtype: bool
358
+ - name: debug_plaf_level_4_no_ward_sf_af
359
+ dtype: float64
360
+ - name: debug_predicted_rcv_level_4_no_ward_sf_af
361
+ dtype: float64
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+ - name: severity_score_level_4_no_ward_sf_af
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+ dtype: float64
364
+ - name: sufficiency_level_4_no_ward_sf_af
365
+ dtype: float64
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+ - name: debug_key_level_4_no_ward_sf_af
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+ dtype: string
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+ - name: debug_median_level_4_no_ward_sf_af
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+ dtype: float64
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+ - name: debug_signed_score_level_4_no_ward_sf_af
371
+ dtype: float64
372
+ - name: debug_final_score_level_4_no_ward_sf_af
373
+ dtype: float64
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+ - name: debug_obs_count_level_4_no_ward_sf_af
375
+ dtype: float64
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+ - name: is_blowout_level_4_no_ward_sf
377
+ dtype: bool
378
+ - name: debug_plaf_level_4_no_ward_sf
379
+ dtype: float64
380
+ - name: debug_predicted_rcv_level_4_no_ward_sf
381
+ dtype: float64
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+ - name: severity_score_level_4_no_ward_sf
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+ dtype: float64
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+ - name: sufficiency_level_4_no_ward_sf
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+ dtype: float64
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+ - name: debug_key_level_4_no_ward_sf
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+ dtype: string
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+ - name: debug_median_level_4_no_ward_sf
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+ dtype: float64
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+ - name: debug_signed_score_level_4_no_ward_sf
391
+ dtype: float64
392
+ - name: debug_final_score_level_4_no_ward_sf
393
+ dtype: float64
394
+ - name: debug_obs_count_level_4_no_ward_sf
395
+ dtype: float64
396
+ - name: is_blowout_level_4_no_ward_af
397
+ dtype: bool
398
+ - name: debug_plaf_level_4_no_ward_af
399
+ dtype: float64
400
+ - name: debug_predicted_rcv_level_4_no_ward_af
401
+ dtype: float64
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+ - name: severity_score_level_4_no_ward_af
403
+ dtype: float64
404
+ - name: sufficiency_level_4_no_ward_af
405
+ dtype: float64
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+ - name: debug_key_level_4_no_ward_af
407
+ dtype: string
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+ - name: debug_median_level_4_no_ward_af
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+ dtype: float64
410
+ - name: debug_signed_score_level_4_no_ward_af
411
+ dtype: float64
412
+ - name: debug_final_score_level_4_no_ward_af
413
+ dtype: float64
414
+ - name: debug_obs_count_level_4_no_ward_af
415
+ dtype: float64
416
+ - name: is_blowout_level_4_no_ward
417
+ dtype: bool
418
+ - name: debug_plaf_level_4_no_ward
419
+ dtype: float64
420
+ - name: debug_predicted_rcv_level_4_no_ward
421
+ dtype: float64
422
+ - name: severity_score_level_4_no_ward
423
+ dtype: float64
424
+ - name: sufficiency_level_4_no_ward
425
+ dtype: float64
426
+ - name: debug_key_level_4_no_ward
427
+ dtype: string
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+ - name: debug_median_level_4_no_ward
429
+ dtype: float64
430
+ - name: debug_signed_score_level_4_no_ward
431
+ dtype: float64
432
+ - name: debug_final_score_level_4_no_ward
433
+ dtype: float64
434
+ - name: debug_obs_count_level_4_no_ward
435
+ dtype: float64
436
+ - name: is_blowout_level_5_no_street_qtr_sf_af
437
+ dtype: bool
438
+ - name: debug_plaf_level_5_no_street_qtr_sf_af
439
+ dtype: float64
440
+ - name: debug_predicted_rcv_level_5_no_street_qtr_sf_af
441
+ dtype: float64
442
+ - name: severity_score_level_5_no_street_qtr_sf_af
443
+ dtype: float64
444
+ - name: sufficiency_level_5_no_street_qtr_sf_af
445
+ dtype: float64
446
+ - name: debug_key_level_5_no_street_qtr_sf_af
447
+ dtype: string
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+ - name: debug_median_level_5_no_street_qtr_sf_af
449
+ dtype: float64
450
+ - name: debug_signed_score_level_5_no_street_qtr_sf_af
451
+ dtype: float64
452
+ - name: debug_final_score_level_5_no_street_qtr_sf_af
453
+ dtype: float64
454
+ - name: debug_obs_count_level_5_no_street_qtr_sf_af
455
+ dtype: float64
456
+ - name: is_blowout_level_5_no_street_qtr_sf
457
+ dtype: bool
458
+ - name: debug_plaf_level_5_no_street_qtr_sf
459
+ dtype: float64
460
+ - name: debug_predicted_rcv_level_5_no_street_qtr_sf
461
+ dtype: float64
462
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