Hugging Face's logo

Datasets:
SauravMaheshkar
/
congress-bills

Tasks:
Graph Machine Learning
Modalities:
Tabular
Text
Size:
100K - 1M
ArXiv:
Tags:
chemistry
License:
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
Full Screen
hyperedge
int64
1
259k
nodes
stringlengths
3
313
timestamp
float64
0
8.09k
1
[1]
615
2
[2]
615
3
[3]
642
4
[4]
643
5
[5]
643
6
[5]
643
7
[6]
643
8
[1]
648
9
[7]
648
10
[8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20]
648
11
[32, 3, 8, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31]
648
12
[33]
648
13
[34]
615
14
[35]
649
15
[36]
650
16
[36]
650
17
[1]
650
19
[64, 65, 66, 67, 68, 69, 37, 20, 56, 57, 58, 59, 60, 61, 62, 63]
651
20
[55]
651
21
[70]
651
22
[71]
664
23
[71]
664
24
[34]
615
25
[71]
664
26
[71]
664
27
[72]
664
29
[87]
665
30
[26]
665
31
[88]
670
33
[36]
670
34
[40, 41, 93, 37]
670
35
[34]
615
36
[37, 94, 95]
670
37
[96]
671
38
[97]
671
39
[98]
671
40
[99]
671
41
[100]
672
42
[101]
676
43
[90]
676
45
[3]
676
46
[34]
615
47
[115]
676
48
[51]
676
49
[67, 102, 76, 116, 117, 118, 119]
676
50
[50]
677
51
[120]
678
52
[121]
678
53
[128, 129, 130, 131, 132, 133, 134, 7, 6, 5, 20, 26, 37, 38, 46, 51, 62, 64, 122, 123, 124, 125, 126, 127]
678
54
[33, 135, 136, 137, 138, 139, 140, 141, 79]
679
55
[72]
679
56
[50]
679
57
[30]
615
58
[50]
679
59
[73, 65]
684
60
[142]
685
61
[50]
685
62
[144, 145, 143]
686
63
[47]
621
64
[146]
686
65
[39]
690
66
[147]
690
67
[25]
691
68
[148]
692
69
[80]
615
71
[160, 161, 162, 10, 140, 45, 156, 149, 126, 124, 157, 158, 159]
692
72
[163, 67, 165, 166, 167, 164, 116, 59, 159]
693
73
[168]
693
74
[169]
693
75
[11]
697
76
[49]
697
77
[170]
697
78
[171]
700
79
[172]
700
80
[135]
615
81
[162]
700
82
[119]
700
83
[99, 138, 173, 174, 175, 176, 177, 25]
704
84
[3, 9, 13, 147, 150, 26, 158, 32, 161, 34, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 83]
705
87
[116]
706
88
[99, 109, 199]
706
89
[2, 6, 11, 12, 13, 17, 20, 25, 26, 160, 38, 166, 45, 65, 198, 200, 201, 202, 203, 204, 205, 100, 107, 115, 116]
711
90
[193, 100, 5, 38, 11, 141, 206, 207, 208, 209, 210, 211, 212, 213, 159]
711
91
[135]
615
92
[134]
711
93
[90]
712
94
[16, 52, 214, 215, 216, 217]
713
95
[6]
713
96
[39]
713
97
[218]
713
98
[7, 135, 14, 18, 158, 37, 40, 46, 48, 49, 61, 71, 80, 81, 219, 220, 221, 222, 223, 224, 225, 226, 227, 97, 110]
713
99
[9, 143, 19, 37, 173, 178, 52, 182, 57, 200, 72, 202, 82, 214, 87, 94, 228, 229, 230, 231, 232, 103, 233, 107, 126]
713
100
[5, 10, 17, 20, 150, 37, 38, 179, 196, 79, 83, 90, 95, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 123]
713
101
[130, 3, 137, 12, 25, 160, 37, 47, 58, 197, 204, 209, 85, 102, 244, 245, 246, 247, 248, 249, 250, 251, 252, 125, 118]
713
102
[135]
615
103
[256, 129, 257, 259, 260, 261, 6, 262, 264, 263, 258, 145, 22, 154, 32, 161, 37, 168, 198, 73, 106, 115, 253, 254, 255]
713
107
[139, 24, 26, 27, 30, 37, 166, 301, 302, 303, 304, 176, 306, 307, 308, 181, 310, 311, 312, 305, 309, 192, 194, 203]
713
109
[161, 100, 4, 38, 11, 207, 276, 31, 317, 318, 319]
714
110
[35]
714
111
[50, 83, 122, 15]
714
End of preview. Expand in Dataset Viewer.

Source Paper: https://arxiv.org/abs/1802.06916

Usage 

from torch_geometric.datasets.cornell import CornellTemporalHyperGraphDataset

dataset = CornellTemporalHyperGraphDataset(root = "./", name="congress-bills", split="train")

Citation 

@article{Benson-2018-simplicial,
 author = {Benson, Austin R. and Abebe, Rediet and Schaub, Michael T. and Jadbabaie, Ali and Kleinberg, Jon},
 title = {Simplicial closure and higher-order link prediction},
 year = {2018},
 doi = {10.1073/pnas.1800683115},
 publisher = {National Academy of Sciences},
 issn = {0027-8424},
 journal = {Proceedings of the National Academy of Sciences}
}
Downloads last month
65
Edit dataset card
Size of downloaded dataset files:
24.1 MB
Size of the auto-converted Parquet files:
11.6 MB
Number of rows:
470,589

Models trained or fine-tuned on SauravMaheshkar/congress-bills

Collection including SauravMaheshkar/congress-bills