zdysdsd commited on
Commit
b2269f0
·
1 Parent(s): d91424d

add dgraph_fin data

Browse files
data/dgraph_fin/.ipynb_checkpoints/Readme-checkpoint.md ADDED
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+ # Description of DGraphFin datafile.
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+
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+ File **dgraphfin.npz** including below keys:
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+
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+ - **x**: 17-dimensional node features.
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+ - **y**: node label.
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+ There four classes. Below are the nodes counts of each class.
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+ 0: 1210092
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+ 1: 15509
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+ 2: 1620851
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+ 3: 854098
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+ Nodes of Class 1 are fraud users and nodes of 0 are normal users, and they the two classes to be predicted.
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+ Nodes of Class 2 and Class 3 are background users.
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+
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+ - **edge_index**: shape (4300999, 2).
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+ Each edge is in the form (id_a, id_b), where ids are the indices in x.
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+
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+ - **edge_type**: 11 types of edges.
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+
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+ - **edge_timestamp**: the desensitized timestamp of each edge.
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+
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+ - **train_mask, valid_mask, test_mask**:
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+ Nodes of Class 0 and Class 1 are randomly splitted by 70/15/15.
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+
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+
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+
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+
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+
data/dgraph_fin/Readme.md ADDED
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+ # Description of DGraphFin datafile.
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+
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+ File **dgraphfin.npz** including below keys:
4
+
5
+ - **x**: 17-dimensional node features.
6
+ - **y**: node label.
7
+ There four classes. Below are the nodes counts of each class.
8
+ 0: 1210092
9
+ 1: 15509
10
+ 2: 1620851
11
+ 3: 854098
12
+ Nodes of Class 1 are fraud users and nodes of 0 are normal users, and they the two classes to be predicted.
13
+ Nodes of Class 2 and Class 3 are background users.
14
+
15
+ - **edge_index**: shape (4300999, 2).
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+ Each edge is in the form (id_a, id_b), where ids are the indices in x.
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+
18
+ - **edge_type**: 11 types of edges.
19
+
20
+ - **edge_timestamp**: the desensitized timestamp of each edge.
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+
22
+ - **train_mask, valid_mask, test_mask**:
23
+ Nodes of Class 0 and Class 1 are randomly splitted by 70/15/15.
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+
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+
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+
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+
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+
data/dgraph_fin/__MACOSX/._edge_index.npy ADDED
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+ size 541
data/dgraph_fin/__MACOSX/._edge_time.npy ADDED
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data/dgraph_fin/dgraphfin.npz ADDED
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+ size 680317982
data/dgraph_fin/edge_index.npy ADDED
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+ size 1932480
data/dgraph_fin/edge_time.npy ADDED
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+ size 966304