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Datasets:
SauravMaheshkar
/
email-Enron

Tasks:
Graph Machine Learning
ArXiv:
License:
Dataset card Files Community
SauravMaheshkar commited on
Commit
cf3d18e
•
1 Parent(s): 495bb88

feat: add data objects

Browse files
Files changed (13) hide show
  1. .gitignore +1 -0
  2. processed/inductive/test_df.csv +513 -0
  3. processed/inductive/train_df.csv +0 -0
  4. processed/inductive/val_df.csv +801 -0
  5. processed/transductive/test_df.csv +1634 -0
  6. processed/transductive/train_df.csv +0 -0
  7. processed/transductive/val_df.csv +1634 -0
  8. raw/DATA-DESCRIPTION.txt +44 -0
  9. raw/README.txt +11 -0
  10. raw/email-Enron-full-node-labels.txt +148 -0
  11. raw/email-Enron-full-nverts.txt +10885 -0
  12. raw/email-Enron-full-simplices.txt +0 -0
  13. raw/email-Enron-full-times.txt +0 -0
.gitignore ADDED
@@ -0,0 +1 @@
 
 
1
+ **/.DS_Store
processed/inductive/test_df.csv ADDED
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raw/DATA-DESCRIPTION.txt ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Each timestamped simplex dataset consists of three files:
2
+ 1. dataset-nverts.txt
3
+ 2. dataset-simplices.txt
4
+ 3. dataset-times.txt
5
+
6
+ All three files represent a vector of integers. There is one integer per line.
7
+
8
+ The first file contains the number of vertices within each simplex. The second
9
+ file is a contiguous list of the nodes comprising the simplices, where the
10
+ ordering of the simplices is the same as in the first file. The third file
11
+ contains the timestamps for each simplex. The length of the vectors in the first
12
+ and third files is the same, and the length of the vector in the second file is
13
+ the sum of the integers in the first file.
14
+
15
+ Consider an example dataset consisting of three simplices:
16
+ 1. {1, 2, 3} at time 10
17
+ 2. {2, 4} at time 15.
18
+ 3. {1, 3, 4, 5} at time 21.
19
+ Then files would look as follows:
20
+
21
+ example-nverts.txt
22
+ 3
23
+ 2
24
+ 4
25
+
26
+ example-simplices.xt
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+ 1
28
+ 2
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+
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+ example-times.txt
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+ 10
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+ 15
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+ 21
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43
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44
+ For problems, please contact Austin Benson at arb@cs.cornell.edu.
raw/README.txt ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ The simplices in this dataset are constructed from the Enron email dataset,
2
+ downloaded from https://www.cs.cmu.edu/~./enron/.
3
+
4
+ Each simplex corresponds to an email. The nodes in the simplex are the Enron
5
+ employees that are senders or recipients of the email. Note that the nodes are
6
+ only Enron employees, but the emails may also have had non-Enron employees on
7
+ them. We only include emails that are sent by an Enron employee and have at
8
+ least one recipient who is an Enron employee. Timestamps are in milliseconds.
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+
10
+ The file email-Enron-addresses.txt provides the map of node ids to email
11
+ addresses.
raw/email-Enron-full-node-labels.txt ADDED
@@ -0,0 +1,148 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 1 phillip.allen@enron.com
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+ 30 daren.farmer@enron.com
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+ 34 lisa.gang@enron.com
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+ 97 jay.reitmeyer@enron.com
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+ 98 cooper.richey@enron.com
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+ 99 andrea.ring@enron.com
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+ 100 richard.ring@enron.com
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+ 110 darrell.schoolcraft@enron.com
111
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+ 146 paul.y'barbo@enron.com
147
+ 147 andy.zipper@enron.com
148
+ 148 john.zufferli@enron.com
raw/email-Enron-full-nverts.txt ADDED
@@ -0,0 +1,10885 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raw/email-Enron-full-simplices.txt ADDED
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raw/email-Enron-full-times.txt ADDED
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