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Synthetic social structure of Poland

Version 1.0

Epidemiological Model Team - ICM UW, 2023, "Synthetic social structure of Poland", https://doi.org/10.18150/OZIECO, RepOD, V1

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Description

The synthetic social structure of Poland, in the format required by the suite of tools used by the Epidemiological Model Team at ICM and used, among others, to predict Covid19 pandemic dynamics in Poland (https://covid-19.icm.edu.pl/en/model-description/)

The file is an ORC file (https://orc.apache.org/), readable with standard tools (like Pandas or DataGrip), containing rows for:

  • each simulated person (around 37M rows),
  • each simulated household (around 11M rows),
  • workplaces,
  • educational institutions


The EM tools are open source and available, along with the growing body of documentation covering more technical details about the dataset, at https://git.icm.edu.pl/em. The suite includes:

  • pdyn2 - (Pandemic DYNamics 2) is the successor to pdyn1.5 and pdyn1 (the original agent model described in https://doi.org/10.1016/j.physa.2010.04.029)
  • soc-struct - the tool used to synthesize the social structure file. The open source version, sadly, is not enough to regenerate the full society, since parts of its input require access to statistics and data which are not simple to anonymize and share openly. We are working on a version of soc-struct that can synthesize societies using solely open data sources.
  • trurl - the core Java utilities for working with tabular data sources using the Entity/Component/System paradigm.
Subject
Social Sciences
Keyword

Agent Based Model, Social Network, Virtual Society, Covid19

Related Publication

Niedzielewski, Karol and Nowosielski, Jędrzej and Bartczuk, Rafał and Dreger, Filip and Górski, Łukasz and Gruziel-Słomka, Magdalena and Kaczorek, Artur and Kisielewski, Jan and Krupa, Bartosz and Moszyński, Antoni and Radwan, Maciej and Semeniuk, Marcin and Zieliński, Jakub and Rakowski, Franciszek, The Overview, Design Concepts and Details Protocol of ICM Epidemiological Model (PDYN 1.5) (February 21, 2022). Available at SSRN: http://dx.doi.org/10.2139/ssrn.4039054 http://dx.doi.org/10.2139/ssrn.4039054 doi: 10.2139/ssrn.4039054

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socstruct_public_v1_0_1.orc
Unknown - 933.6 MB - Apr 20, 2023 - 105 Downloads
MD5: bbd4f80dadc618942e8abf15ebdabf64
License: Open Data Commons Open Database License 1.0
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.socstruct_public_v1_0_1.orc.crc
Unknown - 7.3 MB - Apr 20, 2023 - 118 Downloads
MD5: a1fa479520e319919e0564ebbb3faecd
License: Open Data Commons Open Database License 1.0
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population_structure_age_sex.png
PNG Image - 56.1 KB - Apr 20, 2023 - 3 Downloads
MD5: c2be6e2339650d041173008fa7bcdb82
License: CC0 Creative Commons Zero 1.0
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population_structure_voivodeships.png
PNG Image - 228.2 KB - Apr 20, 2023 - 3 Downloads
MD5: d02dd5405dc261a27cf66ac2ee27448b
License: CC0 Creative Commons Zero 1.0
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population_structure_powiats.png
PNG Image - 330.5 KB - Apr 20, 2023 - 3 Downloads
MD5: 56ded9b360498d2a880698dd34e262f9
License: CC0 Creative Commons Zero 1.0
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