History of anybeat

The changes to the source code of this entry in the repository, newest first, each with the differences it made to the entry's files. They are also listed on GitLab.

2026-11-03 [entries] Add the date when each entry was added, and remove icon_hash by Tiago de Paula Peixoto beff7c9

The dates are those of the commits that first added the entries' files
(2020-08-11 for the entries of the initial commit); renamed entries keep
the date of their first name.

Changed: none

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index 1f5afb2..9291652 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -27,7 +27,7 @@ The network has the following properties:
 tags = ['Social', 'Online', 'Unweighted']
 url = 'https://data4goodlab.github.io/MichaelFire/#section3'
 citation = [('M. Fire, R. Puzis, & Y. Elovici. "Link prediction in highly fractional data sets." In Handbook of Computational Approaches to Counterterrorism. Springer, pp. 283-300 (2013)', 'https://doi.org/10.1007/978-1-4614-5311-6_14')]
-icon_hash = '59fe93c0ee01e9ab21ac7fc4'
+date_added = '2020-08-11'
 upstream_license = None
 upstream_prefix = 'https://data4goodlab.github.io/MichaelFire/datasets'
 # The original host no longer serves the files; they are preserved in the

2026-11-03 [entries] Prefix the properties in the descriptions with (Node), (Edge) or (Graph) by Tiago de Paula Peixoto bc3dbbd

The lists of properties at the end of the descriptions marked edge
properties with "Edge" but left node properties unmarked, or grouped
them in "Nodes: `a`, ...; `b`, ..." items, so the kind of a property
was often unclear. Every item now starts with (Node), (Edge) or (Graph),
followed by the property names, a colon and the explanation, one item
per property or group of properties; qualifications (kinds of nodes,
networks) follow the names in parentheses. Properties that were only
named got a short explanation, and a few items that named the wrong
kind of property were corrected.

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index a925c7a..1f5afb2 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -23,7 +23,7 @@ description = r"""A snapshot of the social network among users of Anybeat, an on
 
 The network has the following properties:
 
-- Nodes: `name`, the anonymized user identifier."""
+- (Node) `name`: the anonymized user identifier."""
 tags = ['Social', 'Online', 'Unweighted']
 url = 'https://data4goodlab.github.io/MichaelFire/#section3'
 citation = [('M. Fire, R. Puzis, & Y. Elovici. "Link prediction in highly fractional data sets." In Handbook of Computational Approaches to Counterterrorism. Springer, pp. 283-300 (2013)', 'https://doi.org/10.1007/978-1-4614-5311-6_14')]

2026-11-02 [entries] Remove unneeded code from the entries by Tiago de Paula Peixoto 2c69f19

Unneeded "global files" statements, unused imports and variables,
f-strings without placeholders, duplicate keys in foodweb_little_rock
(keeping the order and the values used), and the second definition of
get_lines() in twitter_higgs. Nothing changes in the networks or
descriptions.

Changed: none

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index f72d488..a925c7a 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -43,7 +43,6 @@ def fetch_upstream(force=False):
 @coerce_props()
 @annotate()
 def parse(alts=None):
-    global files
     name = __name__.split(".")[-1]
     for fnames, alt, fmt in files:
         if alts is not None and alt not in alts:

2026-10-25 [entries] Fix parse bugs and improve descriptions and metadata by Tiago de Paula Peixoto 6bb6851

- parse fixes from the review of the descriptions, e.g. us_patents
  (directed), celegans_2019 (synapse direction), ecoli_transcription and
  yeast_transcription (regulator to target), bitcoin (direction, phantom
  node), ego_social (Google+ features and circles), scotus_majority,
  arxiv_authors and social_location (as in SNAP), caida_as, dnc, dom,
  mist, reuters and bibsonomy (names on the right nodes), uci_zoo
- every description now states explicitly what the nodes and edges
  represent; corrected titles, years, tags, citations and licences
- the "Hypergraph" tag is removed; very large entries are marked
  `huge = True` (see --skip-huge)
- ICON ids of partial duplicates added (hiv_transmission, congress_bills,
  openflights, dutch_school)

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index 1592de1..f72d488 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -18,15 +18,21 @@
 
 from .. import *
 
-title = "Anybeat social network (2013)"
-description = """A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.[^icon]
-[^icon]: Description obtained from the [ICON](https://icon.colorado.edu) project."""
+title = "Anybeat social network (2012)"
+description = r"""A snapshot of the social network among users of Anybeat, an online community described as a public gathering place where people can interact with others from their neighborhood or across the world. Nodes are users, and a directed edge $i \to j$ means that user $i$ follows user $j$. The data were collected and anonymized by M. Fire and collaborators at Ben-Gurion University of the Negev, and released in 2012 as part of their study of link prediction. The service has since been shut down.
+
+The network has the following properties:
+
+- Nodes: `name`, the anonymized user identifier."""
 tags = ['Social', 'Online', 'Unweighted']
 url = 'https://data4goodlab.github.io/MichaelFire/#section3'
 citation = [('M. Fire, R. Puzis, & Y. Elovici. "Link prediction in highly fractional data sets." In Handbook of Computational Approaches to Counterterrorism. Springer, pp. 283-300 (2013)', 'https://doi.org/10.1007/978-1-4614-5311-6_14')]
 icon_hash = '59fe93c0ee01e9ab21ac7fc4'
-ustream_license = None
+upstream_license = None
 upstream_prefix = 'https://data4goodlab.github.io/MichaelFire/datasets'
+# The original host no longer serves the files; they are preserved in the
+# netzschleuder mirror
+orphan = True
 files = [('anybeatAnonymized.zip:anybeatAnonymized/anybeatAnonymized.csv', None, 'csv')]
 
 def fetch_upstream(force=False):

2026-10-24 Update copyright information by Tiago de Paula Peixoto 73a4f0d

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index 62ebae2..1592de1 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -1,7 +1,7 @@
 #! /usr/bin/env python
 # -*- coding: utf-8 -*-
 #
-# Copyright (C) 2020-2024 Tiago de Paula Peixoto <tiago@skewed.de>
+# Copyright (C) 2020-2026 Tiago de Paula Peixoto <tiago@skewed.de>
 #
 # This program is free software: you can redistribute it and/or modify it under
 # the terms of the GNU Affero General Public License as published by the Free

2024-05-27 Update copyright information by Tiago de Paula Peixoto 3d288ea

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index b024a08..62ebae2 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -1,7 +1,7 @@
 #! /usr/bin/env python
 # -*- coding: utf-8 -*-
 #
-# Copyright (C) 2020-2023 Tiago de Paula Peixoto <tiago@skewed.de>
+# Copyright (C) 2020-2024 Tiago de Paula Peixoto <tiago@skewed.de>
 #
 # This program is free software: you can redistribute it and/or modify it under
 # the terms of the GNU Affero General Public License as published by the Free

2023-02-19 Update copyright information by Tiago de Paula Peixoto 8d005ae

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index fb971a6..b024a08 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -1,7 +1,7 @@
 #! /usr/bin/env python
 # -*- coding: utf-8 -*-
 #
-# Copyright (C) 2021 Tiago de Paula Peixoto <tiago@skewed.de>
+# Copyright (C) 2020-2023 Tiago de Paula Peixoto <tiago@skewed.de>
 #
 # This program is free software: you can redistribute it and/or modify it under
 # the terms of the GNU Affero General Public License as published by the Free

2023-02-19 Update upstream for https://data4goodlab.github.io/ by Tiago de Paula Peixoto 43c55e3

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index 9bd7743..fb971a6 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -22,11 +22,11 @@ title = "Anybeat social network (2013)"
 description = """A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.[^icon]
 [^icon]: Description obtained from the [ICON](https://icon.colorado.edu) project."""
 tags = ['Social', 'Online', 'Unweighted']
-url = 'https://homes.cs.washington.edu/~fire/#section3'
+url = 'https://data4goodlab.github.io/MichaelFire/#section3'
 citation = [('M. Fire, R. Puzis, & Y. Elovici. "Link prediction in highly fractional data sets." In Handbook of Computational Approaches to Counterterrorism. Springer, pp. 283-300 (2013)', 'https://doi.org/10.1007/978-1-4614-5311-6_14')]
 icon_hash = '59fe93c0ee01e9ab21ac7fc4'
 ustream_license = None
-upstream_prefix = 'https://www.ise.bgu.ac.il/faculty/fire/datasets'
+upstream_prefix = 'https://data4goodlab.github.io/MichaelFire/datasets'
 files = [('anybeatAnonymized.zip:anybeatAnonymized/anybeatAnonymized.csv', None, 'csv')]
 
 def fetch_upstream(force=False):

2021-06-22 Update copyright info by Tiago de Paula Peixoto db2efcc

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index 196ed11..9bd7743 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -1,7 +1,7 @@
 #! /usr/bin/env python
 # -*- coding: utf-8 -*-
 #
-# Copyright (C) 2020 Tiago de Paula Peixoto <tiago@skewed.de>
+# Copyright (C) 2021 Tiago de Paula Peixoto <tiago@skewed.de>
 #
 # This program is free software: you can redistribute it and/or modify it under
 # the terms of the GNU Affero General Public License as published by the Free

2020-11-28 Update citations to use DOIs by Tiago de Paula Peixoto e878874

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index d7c3987..196ed11 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -23,7 +23,7 @@ description = """A snapshot of the Anybeat online social network from 2013, befo
 [^icon]: Description obtained from the [ICON](https://icon.colorado.edu) project."""
 tags = ['Social', 'Online', 'Unweighted']
 url = 'https://homes.cs.washington.edu/~fire/#section3'
-citation = [('M. Fire, R. Puzis, & Y. Elovici. "Link prediction in highly fractional data sets." In Handbook of Computational Approaches to Counterterrorism. Springer, pp. 283-300 (2013)', 'https://homes.cs.washington.edu/~fire/pdf/Link_Prediction_in_Highly_Fractional_Dat.pdf')]
+citation = [('M. Fire, R. Puzis, & Y. Elovici. "Link prediction in highly fractional data sets." In Handbook of Computational Approaches to Counterterrorism. Springer, pp. 283-300 (2013)', 'https://doi.org/10.1007/978-1-4614-5311-6_14')]
 icon_hash = '59fe93c0ee01e9ab21ac7fc4'
 ustream_license = None
 upstream_prefix = 'https://www.ise.bgu.ac.il/faculty/fire/datasets'

2020-09-15 Change license from GPLv3 to AGPLv3 by Tiago de Paula Peixoto d754be5

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index cee48d9..d7c3987 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -3,18 +3,18 @@
 #
 # Copyright (C) 2020 Tiago de Paula Peixoto <tiago@skewed.de>
 #
-# This program is free software: you can redistribute it and/or modify
-# it under the terms of the GNU General Public License as published by
-# the Free Software Foundation, either version 3 of the License, or
-# (at your option) any later version.
+# This program is free software: you can redistribute it and/or modify it under
+# the terms of the GNU Affero General Public License as published by the Free
+# Software Foundation, either version 3 of the License, or (at your option) any
+# later version.
 #
-# This program is distributed in the hope that it will be useful,
-# but WITHOUT ANY WARRANTY; without even the implied warranty of
-# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-# GNU General Public License for more details.
+# This program is distributed in the hope that it will be useful, but WITHOUT
+# ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS
+# FOR A PARTICULAR PURPOSE.  See the GNU Affero General Public License for more
+# details.
 #
-# You should have received a copy of the GNU General Public License
-# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+# You should have received a copy of the GNU Affero General Public License along
+# with this program.  If not, see <http://www.gnu.org/licenses/>.
 
 from .. import *

2020-09-13 Add explicit attribution to descriptions obtained from ICON by Tiago de Paula Peixoto 1645314

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
index 23f96f9..cee48d9 100644
--- a/entries/anybeat/__init__.py
+++ b/entries/anybeat/__init__.py
@@ -19,7 +19,8 @@
 from .. import *
 
 title = "Anybeat social network (2013)"
-description = "A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j."
+description = """A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j.[^icon]
+[^icon]: Description obtained from the [ICON](https://icon.colorado.edu) project."""
 tags = ['Social', 'Online', 'Unweighted']
 url = 'https://homes.cs.washington.edu/~fire/#section3'
 citation = [('M. Fire, R. Puzis, & Y. Elovici. "Link prediction in highly fractional data sets." In Handbook of Computational Approaches to Counterterrorism. Springer, pp. 283-300 (2013)', 'https://homes.cs.washington.edu/~fire/pdf/Link_Prediction_in_Highly_Fractional_Dat.pdf')]

2020-08-11 Initial commit by Tiago de Paula Peixoto cc85872

diff --git a/entries/anybeat/__init__.py b/entries/anybeat/__init__.py
new file mode 100644
index 0000000..23f96f9
--- /dev/null
+++ b/entries/anybeat/__init__.py
@@ -0,0 +1,49 @@
+#! /usr/bin/env python
+# -*- coding: utf-8 -*-
+#
+# Copyright (C) 2020 Tiago de Paula Peixoto <tiago@skewed.de>
+#
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU General Public License as published by
+# the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+#
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU General Public License for more details.
+#
+# You should have received a copy of the GNU General Public License
+# along with this program.  If not, see <http://www.gnu.org/licenses/>.
+
+from .. import *
+
+title = "Anybeat social network (2013)"
+description = "A snapshot of the Anybeat online social network from 2013, before it was shut down. Nodes are users and links represent friendships. The edge direction (i, j) denotes the user i follows user j."
+tags = ['Social', 'Online', 'Unweighted']
+url = 'https://homes.cs.washington.edu/~fire/#section3'
+citation = [('M. Fire, R. Puzis, & Y. Elovici. "Link prediction in highly fractional data sets." In Handbook of Computational Approaches to Counterterrorism. Springer, pp. 283-300 (2013)', 'https://homes.cs.washington.edu/~fire/pdf/Link_Prediction_in_Highly_Fractional_Dat.pdf')]
+icon_hash = '59fe93c0ee01e9ab21ac7fc4'
+ustream_license = None
+upstream_prefix = 'https://www.ise.bgu.ac.il/faculty/fire/datasets'
+files = [('anybeatAnonymized.zip:anybeatAnonymized/anybeatAnonymized.csv', None, 'csv')]
+
+def fetch_upstream(force=False):
+    return fetch_upstream_files(__name__.split(".")[-1], upstream_prefix, files,
+                                force)
+
+@cache_network()
+@coerce_props()
+@annotate()
+def parse(alts=None):
+    global files
+    name = __name__.split(".")[-1]
+    for fnames, alt, fmt in files:
+        if alts is not None and alt not in alts:
+            continue
+        if isinstance(fnames, str):
+            fnames = [fnames]
+        with ExitStack() as stack:
+            fs = [stack.enter_context(open_upstream_file(name, fn, "rb")) for fn in fnames]
+            g = parse_graph(fs, fmt, directed=True)
+        yield alt, g