History of high_tech_company

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/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index 67dba32..063c45a 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__init__.py
@@ -38,7 +38,7 @@ The network has the following properties:
 tags = ['Social', 'Offline', 'Multilayer', 'Unweighted']
 url = 'https://manliodedomenico.com/data.php'
 citation = [('D. Krackhardt, "Cognitive social structures". Social Networks (1987), 9, 104-134.', 'https://doi.org/10.1016/0378-8733(87)90009-8')]
-icon_hash = '56ce71c7a6d70217090cdba2'
+date_added = '2020-08-11'
 upstream_license = ("Open Data Commons Open Database License (ODbL)",
                     "https://opendatacommons.org/licenses/odbl/")
 upstream_prefix = 'https://manliodedomenico.com/data'

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/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index d4f4f11..67dba32 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__init__.py
@@ -29,12 +29,12 @@ In the original study, each manager was also asked to describe the advice and fr
 
 The network has the following properties:
 
-- `nodeAge`: age of the manager, in years.
-- `nodeTenure`: length of service in the company, in years.
-- `nodeLevel`: level in the corporate hierarchy: 1 = CEO, 2 = vice president, 3 = manager.
-- `nodeDepartment`: department, coded 1 to 4 (0 for the CEO, who is not in a department).
-- `layer` (edges): 1 = advice, 2 = friendship, 3 = reports to; the graph property `layer_key` maps these numbers to layer names.
-- `weight` (edges): always 1."""
+- (Node) `nodeAge`: age of the manager, in years.
+- (Node) `nodeTenure`: length of service in the company, in years.
+- (Node) `nodeLevel`: level in the corporate hierarchy: 1 = CEO, 2 = vice president, 3 = manager.
+- (Node) `nodeDepartment`: department, coded 1 to 4 (0 for the CEO, who is not in a department).
+- (Edge) `layer` (edges): 1 = advice, 2 = friendship, 3 = reports to; the graph property `layer_key` maps these numbers to layer names.
+- (Edge) `weight` (edges): always 1."""
 tags = ['Social', 'Offline', 'Multilayer', 'Unweighted']
 url = 'https://manliodedomenico.com/data.php'
 citation = [('D. Krackhardt, "Cognitive social structures". Social Networks (1987), 9, 104-134.', 'https://doi.org/10.1016/0378-8733(87)90009-8')]

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/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index ce97fd3..d4f4f11 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__init__.py
@@ -52,7 +52,6 @@ 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 the metadata of existing entries by Tiago de Paula Peixoto c996a0e

From a review of the dataset descriptions against the upstream sources
and papers, and from user reports:

- parse fixes (wrong edge direction or directedness, shifted or
  misnamed properties, merged node identities, duplicated or missing
  edges and nodes, wrong types), e.g. arxiv_citation (the HepTh dates
  were a copy of the HepPh ones; now from the KDD Cup 2003 data),
  eu_procurements, foursquare_global, hiv_transmission, genetic_multiplex,
  gnutella (adds the 05 snapshot), roadnet, macaque_neural, python_dependency
- descriptions rewritten from the upstream sources, documenting every
  property
- corrected titles, citations and DOIs, licences (ustream_license typo,
  the data's own terms), tags and ICON ids
- url lists for entries with several sources or dataset pages
- SocioPatterns entries moved to the site's new data location, with the
  daily networks of sp_infectious and sp_primary_school
- the Michael Fire entries marked as orphans (served from the mirror)
- redundant type forcings removed after the graph-tool coercion fixes

diff --git a/entries/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index 1db1f93..ce97fd3 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__init__.py
@@ -19,8 +19,22 @@
 from .. import *
 
 title = "Krackhardt high tech company network"
-description = """Multiplex network of 3 edge types representing relationships (advice, friendship, and “reports to”) between managers of a high-tech company.  Data hosted by Manlio De Domenico.[^icon]
-[^icon]: Description obtained from the [ICON](https://icon.colorado.edu) project."""
+description = r"""A multiplex network of relationships among the 21 managers of a small high-tech manufacturing company in the United States, collected by D. Krackhardt with questionnaires as part of his study of cognitive social structures. The version here, distributed by M. De Domenico, has three directed layers:
+
+- advice (190 edges): $(i, j)$ means that manager $i$ reported going to manager $j$ for advice;
+- friendship (102 edges): $(i, j)$ means that manager $i$ considers manager $j$ a friend;
+- reports to (20 edges): $(i, j)$ means that manager $i$ reports to manager $j$ in the formal hierarchy of the company.
+
+In the original study, each manager was also asked to describe the advice and friendship relations among all other managers; these perceptions are not included here.
+
+The network has the following properties:
+
+- `nodeAge`: age of the manager, in years.
+- `nodeTenure`: length of service in the company, in years.
+- `nodeLevel`: level in the corporate hierarchy: 1 = CEO, 2 = vice president, 3 = manager.
+- `nodeDepartment`: department, coded 1 to 4 (0 for the CEO, who is not in a department).
+- `layer` (edges): 1 = advice, 2 = friendship, 3 = reports to; the graph property `layer_key` maps these numbers to layer names.
+- `weight` (edges): always 1."""
 tags = ['Social', 'Offline', 'Multilayer', 'Unweighted']
 url = 'https://manliodedomenico.com/data.php'
 citation = [('D. Krackhardt, "Cognitive social structures". Social Networks (1987), 9, 104-134.', 'https://doi.org/10.1016/0378-8733(87)90009-8')]

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

diff --git a/entries/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index c33790f..1db1f93 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__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/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index 60b5c49..c33790f 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__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/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index 9530326..60b5c49 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__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

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

diff --git a/entries/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index a08d8bd..9530326 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__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

2020-11-29 Update comunelab's datasets by Tiago de Paula Peixoto ddccc3b

diff --git a/entries/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index 529bd68..a08d8bd 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__init__.py
@@ -22,12 +22,12 @@ title = "Krackhardt high tech company network"
 description = """Multiplex network of 3 edge types representing relationships (advice, friendship, and “reports to”) between managers of a high-tech company.  Data hosted by Manlio De Domenico.[^icon]
 [^icon]: Description obtained from the [ICON](https://icon.colorado.edu) project."""
 tags = ['Social', 'Offline', 'Multilayer', 'Unweighted']
-url = 'https://comunelab.fbk.eu/data.php'
+url = 'https://manliodedomenico.com/data.php'
 citation = [('D. Krackhardt, "Cognitive social structures". Social Networks (1987), 9, 104-134.', 'https://doi.org/10.1016/0378-8733(87)90009-8')]
 icon_hash = '56ce71c7a6d70217090cdba2'
 upstream_license = ("Open Data Commons Open Database License (ODbL)",
                     "https://opendatacommons.org/licenses/odbl/")
-upstream_prefix = 'https://comunelab.fbk.eu/data'
+upstream_prefix = 'https://manliodedomenico.com/data'
 files = [('Krackhardt-High-Tech_Multiplex_Social.zip', None, 'comunelab')]
 
 def fetch_upstream(force=False):

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

diff --git a/entries/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index a4b6551..529bd68 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__init__.py
@@ -23,7 +23,7 @@ description = """Multiplex network of 3 edge types representing relationships (a
 [^icon]: Description obtained from the [ICON](https://icon.colorado.edu) project."""
 tags = ['Social', 'Offline', 'Multilayer', 'Unweighted']
 url = 'https://comunelab.fbk.eu/data.php'
-citation = [('D. Krackhardt, "Cognitive social structures". Social Networks (1987), 9, 104-134.', 'http://www.contrib.andrew.cmu.edu/~krack/documents/pubs/1987/1987%20Cognitive%20Social%20Structures.pdf')]
+citation = [('D. Krackhardt, "Cognitive social structures". Social Networks (1987), 9, 104-134.', 'https://doi.org/10.1016/0378-8733(87)90009-8')]
 icon_hash = '56ce71c7a6d70217090cdba2'
 upstream_license = ("Open Data Commons Open Database License (ODbL)",
                     "https://opendatacommons.org/licenses/odbl/")

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

diff --git a/entries/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index efb8c1a..a4b6551 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__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/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
index e8c93a1..efb8c1a 100644
--- a/entries/high_tech_company/__init__.py
+++ b/entries/high_tech_company/__init__.py
@@ -19,7 +19,8 @@
 from .. import *
 
 title = "Krackhardt high tech company network"
-description = "Multiplex network of 3 edge types representing relationships (advice, friendship, and “reports to”) between managers of a high-tech company.  Data hosted by Manlio De Domenico."
+description = """Multiplex network of 3 edge types representing relationships (advice, friendship, and “reports to”) between managers of a high-tech company.  Data hosted by Manlio De Domenico.[^icon]
+[^icon]: Description obtained from the [ICON](https://icon.colorado.edu) project."""
 tags = ['Social', 'Offline', 'Multilayer', 'Unweighted']
 url = 'https://comunelab.fbk.eu/data.php'
 citation = [('D. Krackhardt, "Cognitive social structures". Social Networks (1987), 9, 104-134.', 'http://www.contrib.andrew.cmu.edu/~krack/documents/pubs/1987/1987%20Cognitive%20Social%20Structures.pdf')]

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

diff --git a/entries/high_tech_company/__init__.py b/entries/high_tech_company/__init__.py
new file mode 100644
index 0000000..e8c93a1
--- /dev/null
+++ b/entries/high_tech_company/__init__.py
@@ -0,0 +1,50 @@
+#! /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 = "Krackhardt high tech company network"
+description = "Multiplex network of 3 edge types representing relationships (advice, friendship, and “reports to”) between managers of a high-tech company.  Data hosted by Manlio De Domenico."
+tags = ['Social', 'Offline', 'Multilayer', 'Unweighted']
+url = 'https://comunelab.fbk.eu/data.php'
+citation = [('D. Krackhardt, "Cognitive social structures". Social Networks (1987), 9, 104-134.', 'http://www.contrib.andrew.cmu.edu/~krack/documents/pubs/1987/1987%20Cognitive%20Social%20Structures.pdf')]
+icon_hash = '56ce71c7a6d70217090cdba2'
+upstream_license = ("Open Data Commons Open Database License (ODbL)",
+                    "https://opendatacommons.org/licenses/odbl/")
+upstream_prefix = 'https://comunelab.fbk.eu/data'
+files = [('Krackhardt-High-Tech_Multiplex_Social.zip', None, 'comunelab')]
+
+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