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3D mesh name
string
3D mesh size (bytes)
int64
Bounding box X (mm)
float64
Bounding box Y (mm)
float64
Bounding box Z (mm)
float64
Bounding box ratio
float64
Slice time (s)
float64
Infill type
string
Infill rotation (°)
int64
Infill density (%)
int64
Material
string
Slicing comment
string
G-code file name
string
G-code file size (bytes)
int64
Number of G0 and G1
int64
TimeKlip processing time (s)
float64
Print time (s)
float64
Binary file name
string
Uncompressing time (s)
float64
Vectorization time (s)
float64
thing-1816918-file-2836593.stl
57,684
40.35
39.3
9
4.48
0.248995
stars
35
57
pet
Normal slice
thing-1816918-file-2836593.gcode
503,214
17,244
7.45
1,692.612297
thing-1816918-file-2836593.dat
0.924404
0.538
thing-1886980-file-2948889.stl
30,454
80
110
40
2.75
0.214061
supportcubic
70
77
pla
Normal slice
thing-1886980-file-2948889.gcode
1,369,463
43,758
22.28
7,859.388417
thing-1886980-file-2948889.dat
0.207698
0.645
thing-2161400-file-3411332.stl
129,284
134.2
0.6
61.02
223.67
0.088189
cubic
21
70
pet
Normal slice
thing-2161400-file-3411332.gcode
176,195
8,078
4.68
643.701016
thing-2161400-file-3411332.dat
0.19197
0.616
thing-2166721-file-3420399.stl
688,484
41.5
66.5
5.7
11.67
0.28686
line
75
5
pet
Normal slice
thing-2166721-file-3420399.gcode
1,374,563
45,945
8.78
834.020406
thing-2166721-file-3420399.dat
0.445289
0.848
thing-2281514-file-4328628.stl
193,684
70
17.5
35
4
0.21704
grid
54
6
pet
Normal slice
thing-2281514-file-4328628.gcode
1,057,995
32,657
9.47
3,974.54611
thing-2281514-file-4328628.dat
0.433402
0.719
thing-2434431-file-3909439.stl
9,684
83.53
83.53
7
11.93
0.100877
3dhoneycomb
86
5
pet
Normal slice
thing-2434431-file-3909439.gcode
571,177
19,735
5.72
1,180.014022
thing-2434431-file-3909439.dat
0.105465
0.647
thing-2725949-file-4476437.stl
6,484
2.69
2.49
4
1.61
0.029889
line
86
12
pla
Normal slice
thing-2725949-file-4476437.gcode
32,656
590
2.84
31.815505
thing-2725949-file-4476437.dat
0.056267
0.148
thing-2752047-file-4536746.stl
747,484
27.7
44.01
27.7
1.59
0.259149
grid
0
19
pet
Normal slice
thing-2752047-file-4536746.gcode
1,408,042
44,298
12.11
2,864.111017
thing-2752047-file-4536746.dat
0.65623
2.836
thing-2772487-file-4609659.stl
2,399,084
49.98
50
25.89
1.93
2.415279
cubic
86
14
pla
Normal slice
thing-2772487-file-4609659.gcode
2,279,015
69,377
13.82
2,614.32599
thing-2772487-file-4609659.dat
1.057157
1.445
thing-2773100-file-4589783.stl
24,184
30
21.44
31.9
1.49
0.137882
3dhoneycomb
74
7
pet
Normal slice
thing-2773100-file-4589783.gcode
413,010
13,529
4.46
2,304.47068
thing-2773100-file-4589783.dat
0.392513
1.385
thing-2777899-file-4602005.stl
66,884
76
2
52
38
0.220313
line
1
29
pla
Normal slice
thing-2777899-file-4602005.gcode
1,152,310
42,636
12.2
4,643.817114
thing-2777899-file-4602005.dat
1.090226
2.263
thing-2786223-file-4713854.stl
1,140,984
56
76.6
25.77
2.97
1.02896
triangles
31
38
pla
Normal slice
thing-2786223-file-4713854.gcode
7,509,044
247,804
48.12
6,022.719793
thing-2786223-file-4713854.dat
2.141323
11.417
thing-2804420-file-4671681.stl
236,784
50
50
24
2.08
0.765544
alignedrectilinear
8
37
pet
Normal slice
thing-2804420-file-4671681.gcode
5,776,845
192,681
41.01
5,491.650587
thing-2804420-file-4671681.dat
1.610802
3.265
thing-2807305-file-4680920.stl
380,984
27.18
78.22
7.53
10.39
0.052315
stars
74
41
pet
Normal slice
thing-2807305-file-4680920.gcode
122,738
3,748
2.52
933.648805
thing-2807305-file-4680920.dat
0.096644
0.15
thing-2832339-file-4747395.stl
124,988
81.5
82.65
9.86
8.38
0.120148
cubic
53
36
pet
Normal slice
thing-2832339-file-4747395.gcode
661,695
22,703
9.71
3,766.196163
thing-2832339-file-4747395.dat
0.49512
0.718
thing-2845416-file-6255358.stl
16,839,484
64.51
35.94
63.28
1.8
1.55942
supportcubic
38
24
abs
Normal slice
thing-2845416-file-6255358.gcode
3,653,025
91,585
19.19
3,947.446812
thing-2845416-file-6255358.dat
0.935932
6.29
thing-2870410-file-4842668.stl
227,884
69
8
9
8.62
0.073311
octagramspiral
52
53
pla
Normal slice
thing-2870410-file-4842668.gcode
182,291
5,382
5.04
919.036175
thing-2870410-file-4842668.dat
0.67555
0.42
thing-2934867-file-4977963.stl
2,717,574
40
3
30
13.33
0.135949
zigzag
55
17
pet
Normal slice
thing-2934867-file-4977963.gcode
458,797
13,855
6.64
1,036.472234
thing-2934867-file-4977963.dat
0.371578
0.439
thing-2957121-file-5096879.stl
139,584
54
108
18
6
0.2245
stars
30
47
pla
Normal slice
thing-2957121-file-5096879.gcode
1,765,371
58,365
17.93
3,704.877911
thing-2957121-file-5096879.dat
0.935632
1.107
thing-3139419-file-5435730.stl
34,584
76.63
37.51
14.5
5.28
0.106718
grid
24
22
abs
Normal slice
thing-3139419-file-5435730.gcode
550,803
17,109
5.54
933.334248
thing-3139419-file-5435730.dat
0.380729
0.254
thing-3161940-file-5484711.stl
1,177,184
78.84
160
58.27
2.75
0.295363
zigzag
28
20
pla
Normal slice
thing-3161940-file-5484711.gcode
2,495,440
84,415
26.74
7,460.586191
thing-3161940-file-5484711.dat
1.397142
4.432
thing-3237576-file-5655184.stl
102,084
15
50
18
3.33
0.178262
rectilinear
16
12
pet
Normal slice
thing-3237576-file-5655184.gcode
1,267,198
42,026
10.49
1,800.891269
thing-3237576-file-5655184.dat
0.517541
1.082
thing-3240863-file-5771002.stl
99,284
32
32
25
1.28
0.235959
zigzag
33
12
abs
Normal slice
thing-3240863-file-5771002.gcode
1,425,493
46,520
9.06
1,981.037682
thing-3240863-file-5771002.dat
0.518016
1.164
thing-3254648-file-5692606.stl
177,784
115
15
5
23
0.189757
zigzag
83
62
pet
Normal slice
thing-3254648-file-5692606.gcode
934,221
31,132
8.49
1,461.628267
thing-3254648-file-5692606.dat
0.419822
0.505
thing-3276779-file-5734985.stl
434,584
18
18
18
1
0.154766
supportcubic
84
25
pla
Normal slice
thing-3276779-file-5734985.gcode
730,832
23,246
5.5
880.245481
thing-3276779-file-5734985.dat
0.408813
1.138
thing-3331497-file-5845877.stl
32,584
109.99
18.43
47.39
5.97
0.14264
cubic
8
65
pla
Normal slice
thing-3331497-file-5845877.gcode
265,280
8,271
5.88
4,362.325989
thing-3331497-file-5845877.dat
0.396204
0.403
thing-3372712-file-5940301.stl
109,284
75
5
60
15
0.266281
stars
46
33
pla
Normal slice
thing-3372712-file-5940301.gcode
2,070,242
69,900
19.5
6,413.071349
thing-3372712-file-5940301.dat
1.230801
2.614
thing-3377962-file-5951820.stl
268,984
14
14
20
1.43
0.212862
lightning
43
15
pet
Normal slice
thing-3377962-file-5951820.gcode
443,555
13,189
3.7
614.394205
thing-3377962-file-5951820.dat
0.10382
0.714
thing-3438146-file-6089171.stl
736,065
20
3.9
1
20
0.100794
rectilinear
81
58
pet
Normal slice
thing-3438146-file-6089171.gcode
124,765
3,010
1.82
56.198561
thing-3438146-file-6089171.dat
0.484163
0.174
thing-3455150-file-6125910.stl
14,084
34.97
22.97
5
6.99
0.075528
lightning
47
57
abs
Normal slice
thing-3455150-file-6125910.gcode
297,993
9,375
4.87
435.660236
thing-3455150-file-6125910.dat
0.248123
0.601
thing-3531129-file-6793021.stl
200,884
19.53
19.53
3.96
4.94
0.117869
triangles
84
19
pet
Normal slice
thing-3531129-file-6793021.gcode
344,033
11,266
5.77
357.127102
thing-3531129-file-6793021.dat
0.302301
0.81
thing-3569655-file-6371323.stl
172,485
10
3
10
3.33
0.051724
lightning
20
38
abs
Normal slice
thing-3569655-file-6371323.gcode
72,016
1,946
1.52
204.984452
thing-3569655-file-6371323.dat
0.199878
0.19
thing-3571731-file-6464881.stl
407,184
60.8
40
40.5
1.52
0.291476
rectilinear
22
54
pla
Normal slice
thing-3571731-file-6464881.gcode
2,344,418
78,442
19.21
4,641.14023
thing-3571731-file-6464881.dat
1.491891
3.988
thing-3577831-file-6391597.stl
309,584
56.15
81.85
8.5
9.63
0.259619
gyroid
15
13
pla
Normal slice
thing-3577831-file-6391597.gcode
2,130,944
71,312
19.2
2,770.37775
thing-3577831-file-6391597.dat
1.629895
2.727
thing-3608288-file-6458611.stl
54,884
3.18
63.91
50.47
20.13
0.160371
stars
30
61
pet
Normal slice
thing-3608288-file-6458611.gcode
873,287
33,364
9.43
4,070.842999
thing-3608288-file-6458611.dat
0.957137
1.347
thing-3611058-file-6465057.stl
159,384
26.03
80
87
3.34
0.547397
alignedrectilinear
62
55
abs
Normal slice
thing-3611058-file-6465057.gcode
5,396,790
165,391
36.55
7,060.230574
thing-3611058-file-6465057.dat
1.085013
3.536
thing-3616845-file-6477684.stl
157,684
57
48
5
11.4
0.235059
adaptivecubic
79
57
abs
Normal slice
thing-3616845-file-6477684.gcode
1,027,644
34,273
8.42
1,094.385415
thing-3616845-file-6477684.dat
0.891392
0.582
thing-3632462-file-6578815.stl
345,384
41.99
59.46
13.03
4.56
0.160038
alignedrectilinear
41
42
abs
Normal slice
thing-3632462-file-6578815.gcode
604,379
18,385
5.45
514.081231
thing-3632462-file-6578815.dat
0.392354
1.028
thing-3647415-file-6543040.stl
361,984
129.74
39.98
20
6.49
0.28259
lightning
54
31
pet
Normal slice
thing-3647415-file-6543040.gcode
1,431,489
49,501
10.96
2,256.313587
thing-3647415-file-6543040.dat
1.402737
2.474
thing-3668667-file-6593467.stl
1,620,034
27.45
12.6
25.8
2.18
0.163072
stars
6
10
pet
Normal slice
thing-3668667-file-6593467.gcode
451,857
14,761
4.53
1,107.006307
thing-3668667-file-6593467.dat
0.293978
0.39
thing-3685600-file-6629571.stl
141,684
34.5
22.4
30
1.54
0.388164
stars
48
38
pla
Normal slice
thing-3685600-file-6629571.gcode
3,176,380
105,487
18.95
3,418.004872
thing-3685600-file-6629571.dat
1.525027
2.814
thing-3690366-file-6639507.stl
185,484
42.86
105.57
36
2.93
0.410809
stars
56
12
abs
Normal slice
thing-3690366-file-6639507.gcode
2,637,799
86,893
20.84
4,055.355976
thing-3690366-file-6639507.dat
1.257805
1.074
thing-3695978-file-6651705.stl
815,484
9.99
3
137.99
46
0.266172
rectilinear
50
58
pet
Normal slice
thing-3695978-file-6651705.gcode
791,277
24,808
5.67
1,994.457187
thing-3695978-file-6651705.dat
0.436669
1.89
thing-3702906-file-6666521.stl
177,699
53.2
100
25.99
3.85
0.660867
lightning
73
60
pet
Normal slice
thing-3702906-file-6666521.gcode
3,917,074
149,152
33.62
7,440.736569
thing-3702906-file-6666521.dat
2.323535
2.12
thing-3711161-file-6684000.stl
17,084
50
50
51
1.02
0.150059
rectilinear
80
28
pet
Normal slice
thing-3711161-file-6684000.gcode
693,531
18,549
8.29
5,386.754651
thing-3711161-file-6684000.dat
0.91868
1.4
thing-3720450-file-6704392.stl
2,560,084
84.4
12
95
7.92
0.516477
grid
17
51
pla
Normal slice
thing-3720450-file-6704392.gcode
5,659,996
182,142
43.6
11,994.395753
thing-3720450-file-6704392.dat
2.497128
2.911
thing-3722260-file-6708947.stl
102,084
105
20
104.67
5.25
0.337035
adaptivecubic
78
28
pla
Normal slice
thing-3722260-file-6708947.gcode
1,998,951
68,715
21.55
9,127.039361
thing-3722260-file-6708947.dat
1.278693
3.981
thing-3788191-file-6848662.stl
30,884
43.81
11.52
17.87
3.8
0.06301
rectilinear
38
44
abs
Normal slice
thing-3788191-file-6848662.gcode
156,829
4,663
2.92
738.998584
thing-3788191-file-6848662.dat
0.067331
0.405
thing-3822962-file-6919344.stl
186,684
13
51.01
58
4.46
0.218182
supportcubic
65
7
abs
Normal slice
thing-3822962-file-6919344.gcode
1,213,061
39,538
11.55
4,700.068543
thing-3822962-file-6919344.dat
0.9627
0.904
thing-3826817-file-6928375.stl
966,984
82.32
81.89
89
1.09
1.1959
lightning
35
29
pla
Normal slice
thing-3826817-file-6928375.gcode
8,659,191
282,739
47.77
8,892.408756
thing-3826817-file-6928375.dat
2.531063
3.748
thing-3830006-file-6938526.stl
158,884
3.9
85
17.4
21.79
0.084314
grid
38
55
abs
Normal slice
thing-3830006-file-6938526.gcode
359,884
11,467
4.99
1,314.226684
thing-3830006-file-6938526.dat
0.548122
0.18
thing-3836337-file-6949336.stl
6,415,284
95.05
59.51
13.58
7
1.234938
3dhoneycomb
17
20
abs
Normal slice
thing-3836337-file-6949336.gcode
5,942,834
193,537
33.53
3,073.957771
thing-3836337-file-6949336.dat
2.145
8.908
thing-3853476-file-6990354.stl
185,084
97
57
18
5.39
0.330207
rectilinear
39
8
pla
Normal slice
thing-3853476-file-6990354.gcode
2,267,421
69,834
19.16
4,261.661222
thing-3853476-file-6990354.dat
1.638825
2.162
thing-3893526-file-7080269.stl
418,184
50
30
50
1.67
0.440979
gyroid
1
9
abs
Normal slice
thing-3893526-file-7080269.gcode
4,366,400
137,655
31.99
4,153.231324
thing-3893526-file-7080269.dat
2.057433
1.802
thing-3929518-file-7157047.stl
10,090
6
5.71
8
1.4
0.04076
line
72
65
pet
Normal slice
thing-3929518-file-7157047.gcode
92,437
2,671
2.4
189.545252
thing-3929518-file-7157047.dat
0.044189
0.119
thing-3939397-file-7177613.stl
54,084
41
20
34
2.05
0.12038
stars
89
33
pla
Normal slice
thing-3939397-file-7177613.gcode
792,162
26,925
9.53
3,822.506347
thing-3939397-file-7177613.dat
0.229092
0.772
thing-3961981-file-7226327.stl
146,684
12
20
17
1.67
0.156382
adaptivecubic
26
27
abs
Normal slice
thing-3961981-file-7226327.gcode
781,475
24,620
6.05
1,118.226594
thing-3961981-file-7226327.dat
0.508861
0.989
thing-3993167-file-7289942.stl
224,197
36.99
28
4.3
8.6
0.081236
triangles
3
70
pet
Normal slice
thing-3993167-file-7289942.gcode
343,679
10,735
3.88
536.393425
thing-3993167-file-7289942.dat
0.414083
0.613
thing-4128393-file-7586728.stl
11,884
15
15
8
1.88
0.053165
rectilinear
24
28
pet
Normal slice
thing-4128393-file-7586728.gcode
290,321
8,639
3.13
839.166005
thing-4128393-file-7586728.dat
0.828586
0.183
thing-4635067-file-8834016.stl
179,884
19.22
24.01
74.3
3.87
0.494687
hilbertcurve
84
7
pla
Normal slice
thing-4635067-file-8834016.gcode
4,256,870
130,920
25.02
5,988.337232
thing-4635067-file-8834016.dat
1.440278
5.418
thing-4656936-file-8893045.stl
1,983,084
67.36
75.27
15
5.02
0.255712
line
28
12
pla
Normal slice
thing-4656936-file-8893045.gcode
963,056
30,104
8.64
2,160.346859
thing-4656936-file-8893045.dat
0.810886
0.607
thing-4668161-file-8928865.stl
105,684
40
40
4
10
0.101992
alignedrectilinear
50
37
pet
Normal slice
thing-4668161-file-8928865.gcode
377,772
11,925
6.6
590.661947
thing-4668161-file-8928865.dat
0.489735
0.298
thing-4680887-file-8981176.stl
10,384
167.8
8
30.52
20.98
0.154852
adaptivecubic
1
78
pla
Normal slice
thing-4680887-file-8981176.gcode
899,613
30,838
11.26
3,425.314403
thing-4680887-file-8981176.dat
0.75184
0.815
thing-4702579-file-9054935.stl
11,484
2.36
2.6
3.19
1.35
0.021574
zigzag
73
8
pet
Normal slice
thing-4702579-file-9054935.gcode
35,572
716
3.65
31.117507
thing-4702579-file-9054935.dat
0.071117
0.06
thing-4712448-file-9086102.stl
754,584
36.5
4.5
36.5
8.11
0.161008
grid
77
53
pet
Normal slice
thing-4712448-file-9086102.gcode
587,282
17,378
5.21
780.792767
thing-4712448-file-9086102.dat
0.230046
1.557
thing-4719935-file-9118789.stl
58,384
68.52
68.53
4.46
15.37
0.172812
cubic
14
34
pla
Normal slice
thing-4719935-file-9118789.gcode
519,079
16,268
6.9
1,461.901531
thing-4719935-file-9118789.dat
0.086917
0.173
thing-4807620-file-9396094.stl
51,481,984
4.64
2.84
7.76
2.74
0.797779
zigzag
51
14
pla
Normal slice
thing-4807620-file-9396094.gcode
63,648
1,547
2.58
43.794164
thing-4807620-file-9396094.dat
1.569463
0.069
thing-4818089-file-9430169.stl
30,884
60
35
112
3.2
0.253189
cubic
21
58
abs
Normal slice
thing-4818089-file-9430169.gcode
1,901,181
66,484
19.79
9,129.543918
thing-4818089-file-9430169.dat
0.767624
2.637
thing-4855074-file-10676539.stl
9,201,584
28
28
97
3.46
0.811095
rectilinear
40
57
abs
Normal slice
thing-4855074-file-10676539.gcode
5,123,123
159,498
28.7
6,817.309732
thing-4855074-file-10676539.dat
2.336161
6.1
thing-4865426-file-9596631.stl
69,484
50
50
2.2
22.73
0.110636
zigzag
72
69
pla
Normal slice
thing-4865426-file-9596631.gcode
357,591
11,101
3.72
723.045282
thing-4865426-file-9596631.dat
0.321537
0.805
thing-4875756-file-9629957.stl
15,453,770
14.2
3.6
10
3.94
0.168168
stars
27
5
pet
Normal slice
thing-4875756-file-9629957.gcode
92,848
2,670
2.64
301.218478
thing-4875756-file-9629957.dat
0.031362
0.077
thing-4883587-file-9725056.stl
5,287,784
87.27
115.42
6.95
16.62
3.576777
triangles
71
20
abs
Normal slice
thing-4883587-file-9725056.gcode
1,087,207
34,977
12.9
2,575.956502
thing-4883587-file-9725056.dat
0.753617
2.269
thing-4924644-file-9787399.stl
353,284
340
340
300
147.1
0.576485
zigzag
79
17
abs
Scaled down the model to fit a bounding box of 340mm 340mm 300mm
thing-4924644-file-9787399.gcode
3,668,349
121,349
33.11
6,171.468549
thing-4924644-file-9787399.dat
1.226545
2.956
thing-4963898-file-10050498.stl
440,984
11.85
7.34
2
5.93
0.061746
stars
28
42
pla
Normal slice
thing-4963898-file-10050498.gcode
87,733
2,517
1.71
109.604521
thing-4963898-file-10050498.dat
0.532724
0.12
thing-5023733-file-10359248.stl
12,904,934
25.41
51.61
27.23
2.03
0.847992
lightning
64
9
abs
Normal slice
thing-5023733-file-10359248.gcode
1,334,739
41,103
10.48
1,043.290676
thing-5023733-file-10359248.dat
0.74756
0.674
thing-5146532-file-11127475.stl
236,684
19
71.52
16
4.47
0.156588
concentric
53
5
pla
Normal slice
thing-5146532-file-11127475.gcode
1,312,465
43,195
14.61
2,789.895981
thing-5146532-file-11127475.dat
0.602609
1.655
thing-5153552-file-11176992.stl
461,884
297.7
41.83
157.31
7.12
1.703883
stars
41
26
abs
Normal slice
thing-5153552-file-11176992.gcode
19,703,995
685,605
133.79
41,779.756041
thing-5153552-file-11176992.dat
5.046251
19.635
thing-5162175-file-11230514.stl
7,213,884
340
340
300
3.89
3.567259
alignedrectilinear
19
29
abs
Scaled down the model to fit a bounding box of 340mm 340mm 300mm
thing-5162175-file-11230514.gcode
31,787,216
1,061,120
256.5
75,064.298884
thing-5162175-file-11230514.dat
6.025511
32.727
thing-5180630-file-11261112.stl
37,484
15.8
6
13.24
2.63
0.061189
triangles
42
37
pet
Normal slice
thing-5180630-file-11261112.gcode
161,909
4,959
2.78
472.040085
thing-5180630-file-11261112.dat
0.386196
0.306
thing-5192612-file-11301224.stl
824,407
47.09
53.38
5
10.68
0.128022
adaptivecubic
70
9
abs
Normal slice
thing-5192612-file-11301224.gcode
387,038
12,157
5.57
1,118.519172
thing-5192612-file-11301224.dat
0.56833
0.984
thing-5197308-file-11312944.stl
306,484
18
18
18
1
0.349742
octagramspiral
27
7
pla
Normal slice
thing-5197308-file-11312944.gcode
1,833,893
57,993
12.46
1,963.689466
thing-5197308-file-11312944.dat
1.449614
1.485
thing-5232265-file-11420942.stl
115,484
42
18
29.9
2.33
0.259033
triangles
65
71
pet
Normal slice
thing-5232265-file-11420942.gcode
1,809,953
61,372
16.25
3,430.923427
thing-5232265-file-11420942.dat
0.78121
1.197

3DTime dataset: (sample of) A Large Dataset of Multivariate Time-Series for 3D-printing Duration

This dataset is a small sample of the 3DTime dataset, for which the paper is currently under review for ICML 2026.

We could not find a way to anonymously publish the full 1.3 TB dataset, hence this smaller version.

This smaller version contains:

  • 82 3D models (~0.08% of the full dataset), their corresponding sliced G-code, compressed annotated G-code, and binary vectorized files
  • A total of 5,855,369 G-code instructions (~0.07% of the full dataset)
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