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cell_id
int64
0
87
centroid_y
int64
32
60
centroid_x
int64
29
58
y_size
int64
65
123
x_size
int64
59
117
nucleus_area
int64
2.98k
7.97k
number_of_spots
int64
52
479
ts_size_0
int64
0
142
ts_size_1
int64
0
30
ts_size_2
int64
0
8
ts_size_3
int64
0
0
0
54
49
111
96
7,733
479
20
0
0
0
1
35
47
76
95
5,166
305
52
0
0
0
2
45
38
95
75
5,471
289
20
0
0
0
3
35
46
74
93
5,454
292
75
0
0
0
4
41
49
83
100
5,888
315
50
7
0
0
5
36
50
76
99
5,140
195
24
0
0
0
6
46
29
91
64
4,348
232
36
9
0
0
7
32
46
65
93
4,645
274
50
0
0
0
8
42
42
86
83
5,293
304
24
0
0
0
9
52
35
105
70
5,788
187
19
0
0
0
10
33
46
66
88
4,276
312
25
14
0
0
11
36
54
74
110
6,177
215
47
12
0
0
12
39
41
80
83
4,729
286
82
0
0
0
13
52
36
105
78
5,986
317
22
0
0
0
14
46
50
93
100
7,341
251
73
0
0
0
15
47
49
92
100
7,037
249
49
10
0
0
16
38
50
72
106
5,381
244
82
0
0
0
17
53
36
110
72
6,291
240
47
0
0
0
18
48
39
96
80
5,405
129
0
0
0
0
19
45
41
90
84
5,829
307
44
30
7
0
20
34
30
69
59
2,981
231
76
0
0
0
21
50
36
103
72
5,658
265
28
0
0
0
22
60
38
120
77
6,833
166
0
0
0
0
23
41
52
80
105
6,376
233
10
0
0
0
24
33
54
72
108
6,129
196
0
0
0
0
25
53
36
97
73
5,182
248
52
7
0
0
26
47
41
90
79
5,439
168
70
12
0
0
27
41
45
79
82
4,785
238
0
0
0
0
28
54
40
109
82
6,391
265
87
0
0
0
29
47
44
89
85
5,453
206
14
0
0
0
30
46
39
90
76
4,752
210
9
0
0
0
31
59
36
117
75
6,488
348
26
0
0
0
32
39
54
82
112
5,902
180
50
0
0
0
33
47
42
96
86
6,051
174
58
0
0
0
34
41
54
83
111
5,828
305
8
0
0
0
35
37
46
76
94
4,940
249
0
0
0
0
36
49
41
102
86
5,920
271
69
0
0
0
37
42
48
83
99
6,333
124
0
0
0
0
38
56
36
115
77
6,456
99
0
0
0
0
39
48
37
102
71
5,349
52
0
0
0
0
40
51
40
100
84
6,188
380
56
0
0
0
41
45
49
98
95
6,724
296
55
0
0
0
42
36
54
80
111
6,505
134
35
0
0
0
43
39
39
83
78
4,834
180
29
0
0
0
44
38
45
78
91
5,509
229
31
0
0
0
45
39
49
78
94
5,369
286
88
0
0
0
46
42
49
86
97
6,448
377
52
0
0
0
47
52
40
105
82
6,389
309
62
0
0
0
48
49
40
97
79
5,870
322
14
0
0
0
49
45
55
93
109
6,932
306
18
0
0
0
50
44
57
87
111
6,530
181
39
0
0
0
51
39
52
82
108
6,643
129
18
0
0
0
52
45
41
95
86
5,010
310
59
0
0
0
53
43
57
87
117
7,813
310
11
0
0
0
54
53
49
105
99
7,371
414
0
0
0
0
55
39
44
82
90
5,608
130
0
0
0
0
56
51
39
104
82
6,568
424
63
0
0
0
57
46
50
95
105
7,083
279
30
0
0
0
58
43
51
86
105
7,115
370
142
11
8
0
59
48
58
98
109
7,748
181
40
0
0
0
60
39
51
81
101
5,931
94
45
0
0
0
61
47
45
93
88
6,210
259
0
0
0
0
62
43
46
86
90
5,945
443
0
0
0
0
63
45
41
90
82
5,685
425
30
0
0
0
64
59
42
119
87
7,255
122
32
0
0
0
65
59
36
111
78
6,290
315
8
0
0
0
66
55
43
107
86
6,948
118
30
0
0
0
67
49
39
98
80
5,473
273
41
0
0
0
68
43
48
88
97
6,553
434
128
8
0
0
69
55
37
111
74
6,291
208
66
0
0
0
70
49
40
101
80
5,966
139
8
0
0
0
71
43
33
83
64
3,863
230
40
0
0
0
72
38
38
77
79
4,262
144
37
11
0
0
73
41
47
84
98
6,202
226
86
0
0
0
74
45
52
93
103
7,173
278
67
0
0
0
75
42
49
84
100
6,470
333
56
0
0
0
76
54
35
108
72
4,731
65
0
0
0
0
77
42
44
86
91
5,552
173
20
0
0
0
78
56
47
112
92
7,970
269
72
0
0
0
79
50
35
103
69
5,324
215
29
0
0
0
80
44
43
88
86
5,387
380
57
0
0
0
81
48
42
94
84
5,492
280
31
0
0
0
82
59
44
116
87
7,048
279
96
0
0
0
83
41
46
83
101
5,750
210
25
0
0
0
84
49
41
100
81
6,311
117
0
0
0
0
85
53
44
107
89
7,632
479
88
0
0
0
86
55
41
109
79
6,684
209
16
0
0
0
87
60
45
123
87
7,723
220
0
0
0
0
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