Datasets:
polinaeterna
/
tabular-benchmark

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Elevation
float64
2.14k
3.69k
Aspect
float64
0
360
Slope
int64
0
66
Horizontal_Distance_To_Hydrology
float64
0
1.39k
Vertical_Distance_To_Hydrology
float64
-166
598
Horizontal_Distance_To_Roadways
float64
0
7.12k
Hillshade_9am
int64
0
254
Hillshade_Noon
int64
0
254
Hillshade_3pm
int64
0
254
Horizontal_Distance_To_Fire_Points
float64
0
7.17k
Wilderness_Area1
int64
0
1
Wilderness_Area2
int64
0
1
Wilderness_Area3
int64
0
1
Wilderness_Area4
int64
0
1
Soil_Type1
int64
0
0
Soil_Type2
int64
0
1
Soil_Type3
int64
0
1
Soil_Type4
int64
0
1
Soil_Type5
int64
0
0
Soil_Type6
int64
0
1
Soil_Type7
int64
0
1
Soil_Type8
int64
0
1
Soil_Type9
int64
0
1
Soil_Type10
int64
0
1
Soil_Type11
int64
0
1
Soil_Type12
int64
0
1
Soil_Type13
int64
0
1
Soil_Type14
int64
0
0
Soil_Type15
int64
0
0
Soil_Type16
int64
0
1
Soil_Type17
int64
0
1
Soil_Type18
int64
0
1
Soil_Type19
int64
0
1
Soil_Type20
int64
0
1
Soil_Type21
int64
0
1
Soil_Type22
int64
0
1
Soil_Type23
int64
0
1
Soil_Type24
int64
0
1
Soil_Type25
int64
0
1
Soil_Type26
int64
0
1
Soil_Type27
int64
0
1
Soil_Type28
int64
0
1
Soil_Type29
int64
0
1
Soil_Type30
int64
0
1
Soil_Type31
int64
0
1
Soil_Type32
int64
0
1
Soil_Type33
int64
0
1
Soil_Type34
int64
0
1
Soil_Type35
int64
0
1
Soil_Type36
int64
0
1
Soil_Type37
int64
0
0
Soil_Type38
int64
0
1
Soil_Type39
int64
0
1
Soil_Type40
int64
0
1
class
int64
1
2
3,156
45
15
212
39
5,208
223
207
115
2,925
1
0
0
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0
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0
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3,164
346
2
295
33
3,114
215
235
158
934
1
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1
2,839
136
13
190
28
3,000
240
235
122
2,122
1
0
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0
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0
0
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0
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0
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1
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0
1
2,924
324
14
60
11
4,699
183
224
180
2,279
1
0
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3,090
45
22
430
20
4,108
220
188
92
3,165
1
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1
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0
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1
2,912
151
2
60
-2
4,050
222
239
152
5,486
1
0
0
0
0
0
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0
1
3,215
11
17
268
38
1,719
201
204
138
1,978
0
1
0
0
0
0
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0
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0
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0
0
1
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0
0
0
0
0
0
1
3,117
27
7
351
8
4,168
217
224
143
1,986
1
0
0
0
0
0
0
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0
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0
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1
2,527
45
5
474
14
983
222
228
142
3,967
1
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0
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0
0
1
2,919
23
12
60
-2
4,470
213
215
137
1,798
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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1
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0
0
0
0
0
0
1
2,991
66
8
228
-18
4,026
229
224
128
1,062
1
0
0
0
0
0
0
0
0
0
0
0
0
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0
1
2,533
129
16
95
15
272
245
229
107
1,463
1
0
0
0
0
0
0
0
0
0
0
0
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1
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0
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0
0
0
0
0
0
1
2,931
256
27
277
118
1,566
146
244
229
537
0
0
1
0
0
0
0
0
0
0
0
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0
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1
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1
2,632
59
17
30
5
1,613
230
203
101
1,128
0
0
1
0
0
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1
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1
3,079
252
2
319
40
3,267
214
240
164
1,296
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0
1
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1
3,086
46
19
450
-19
2,177
222
195
101
1,657
0
0
1
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1
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1
2,993
162
15
90
-10
990
233
243
136
725
0
0
1
0
0
0
0
0
0
0
0
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0
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1
3,051
155
18
342
92
570
238
238
122
1,624
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0
1
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1
2,965
254
6
228
56
5,136
206
244
176
4,344
1
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1
2,861
27
19
60
10
1,230
208
194
116
2,148
0
0
1
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0
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1
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1
3,106
306
10
268
53
2,960
192
235
183
1,579
0
0
1
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1
2,916
40
11
228
1
3,960
221
216
129
5,678
1
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1
3,335
234
10
509
56
3,408
202
250
184
1,398
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1
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1
3,087
264
15
659
109
6,252
182
246
202
1,489
1
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3,244
168
10
210
32
3,284
228
244
147
1,253
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1
2,981
59
1
124
-1
2,858
220
235
152
1,871
1
0
0
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1
2,806
66
33
60
37
1,967
230
154
30
1,500
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0
1
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1
2,972
37
14
437
78
4,395
219
207
121
2,001
1
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1
2,930
317
30
285
96
2,661
127
198
203
582
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1
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3,047
0
16
466
3
3,625
194
208
149
2,755
1
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2,984
6
5
607
115
1,366
214
230
154
2,297
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1
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3,132
238
17
108
-14
1,167
187
252
200
1,505
1
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2,887
23
17
511
103
1,434
208
202
127
2,750
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3,024
169
13
433
164
6,380
230
245
144
3,969
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3,001
31
21
470
191
962
210
190
109
900
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2,540
210
34
210
114
190
174
248
188
642
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3,118
132
6
421
59
571
230
237
140
1,243
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2,924
152
9
228
24
4,700
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240
140
335
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3,017
336
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467
62
4,992
206
231
164
1,678
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3,192
207
17
899
-77
4,141
207
253
177
1,385
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2,570
119
7
309
59
720
233
234
133
127
1
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2,952
258
15
446
46
5,742
184
248
201
3,523
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2,962
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350
141
474
249
203
71
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0
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2,913
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192
7
2,240
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218
120
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0
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2,809
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150
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1,853
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2,785
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376
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2,173
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1,765
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0
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3,003
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162
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3,960
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3,011
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9
513
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1,477
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2,843
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30
11
892
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176
1,323
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3,149
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258
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3,692
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3,083
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268
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1,415
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177
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2,986
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297
172
1,231
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167
69
1,019
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2,910
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2,770
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1,811
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175
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2,816
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127
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2,122
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162
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3,036
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684
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1,348
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121
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2,867
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67
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1,406
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134
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3,075
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234
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1,302
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2,976
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180
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2,220
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231
189
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3,188
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5,530
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3,045
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331
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2,825
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30
11
930
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181
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3,047
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488
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5,904
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194
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2,754
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484
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190
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108
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780
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3,032
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516
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124
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242
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162
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424
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2,795
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408
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2,823
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150
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3,270
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433
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450
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2,942
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270
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2,539
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598
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495
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2,727
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190
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2,463
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484
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0
0
0
0
0
1
2,581
329
19
30
8
1,283
171
214
181
799
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
2,872
166
9
351
44
3,667
228
243
148
3,297
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2,907
355
24
95
33
741
174
191
149
1,312
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3,027
22
3
0
0
1,006
218
233
153
2,151
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2,729
84
6
417
21
1,339
229
229
133
2,241
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
2,854
32
9
95
11
1,320
218
220
137
2,349
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
2,915
349
17
30
10
3,838
187
211
160
2,627
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
2,930
68
19
60
-9
466
236
198
86
2,368
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
2,950
75
22
371
145
2,793
241
192
71
1,345
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2,622
76
16
300
52
752
238
208
96
2,376
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1