Haggle Human Contact Network

Contacts between people measured by small wireless devices they carried, from the Haggle project (Chaintreau et al.), as distributed by KONECT (contact): 28,244 timestamped contacts among 274 people, forming 2,124 distinct pairs. An edge means two people's devices were within range of each other; timestamps are relative and the records span about four days. Useful for opportunistic networking, temporal network analysis and epidemic modelling on human contact data.

#Epidemic modeling#Face to face contact#Konect#Primary school#Proximity#Rfid#Sociopatterns

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Analytics

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· graph.json

Node size is centrality, colour is community. Hover a node for details; click one to isolate its community.

274
Nodes
2.1K
Edges
5.68e-02
Density
1
Components
-0.4743
Assortativity
0.0%
Reciprocity
82
Bridges
Most central nodes
550.37
140.3663
230.3443
270.3333
160.3114
210.2967
150.293
190.293
10.2784
390.2747

Computed over the full corpus.

Record

Catalog key
sociopatterns-contact
Authors
Chaintreau, Augustin; Hui, Pan; Crowcroft, Jon; Diot, Christophe; Gass, Richard; Scott, James
Year
2007
Source paper
Impact of Human Mobility on Opportunistic Forwarding Algorithms
DOI / arXiv
10.1109/TMC.2007.1060
License
CC BY-SA 2.0 Germany (as stated by KONECT) (LicenseRef-CC-BY-SA-2.0-DE)
Records
28,244
Nodes
274
Edges
2,124
Nodes are
person
Edges are
contact
Attributes
nodes have no attributes; edges have attributes
Languages
en
Tasks
From the graph: link prediction, community detection

Provenance

Originally published at
https://konect.cc/networks/contact/ unverified
Hosted copy
Mirrored on echo.directory on 2026-10-02, 105.8 KB across 1 files. Checksums in MANIFEST.json.

Citations

Impact of Human Mobility on Opportunistic Forwarding Algorithms
A. Chaintreau, Pan Hu, J. Crowcroft, C. Diot, Richard Gass
Journal Article · IEEE Transactions on Mobile Computing · 2007

1.2K
citations
highly cited
76
influential citations
7% of all citations

Cited by

Show all 10

Citation data from Semantic Scholar, retrieved 2026-10-19.

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@article{Chaintreau_2007,
  title     = {Impact of Human Mobility on Opportunistic Forwarding Algorithms},
  volume    = {6},
  issn      = {1536-1233},
  url       = {http://dx.doi.org/10.1109/TMC.2007.1060},
  doi       = {10.1109/tmc.2007.1060},
  number    = {6},
  journal   = {IEEE Transactions on Mobile Computing},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  author    = {Chaintreau, Augustin and Hui, Pan and Crowcroft, Jon and Diot, Christophe and Gass, Richard and Scott, James},
  year      = {2007},
  month     = June,
  pages     = {606–620}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Chaintreau, A., Hui, P., Crowcroft, J., Diot, C., Gass, R., & Scott, J. (2007). Haggle Human Contact Network [Data set]. https://doi.org/10.1109/TMC.2007.1060

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Chaintreau, Augustin, et al. Haggle Human Contact Network. 2007, doi.org/10.1109/TMC.2007.1060.

BibTeX · RIS · CSL-JSON

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