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With perfect transmission, reversing tied rows changed 30-minute reach for 0.48% to 2.02% of active pairs in six 20-second contact records

We tested how row order changes possible paths in six public SocioPatterns contact records. The model had perfect transmission, waiting, and no recovery. In each complete 30-minute window, both people in a tested ordered pair had a contact. A sequential pass let new reach pass on within a time bin. Reversing only rows with the same native 20-second label changed 0.48% to 2.02% of pair decisions across the six records. In the high school, 44,002 of 2,865,208 decisions changed, while total reached pairs changed by only 222, or 0.00775 percentage points. Thus total reach hid most pair changes. Two independent uniform row orders disagreed on 0.27% to 1.13% of native decisions. These means use 16 independent order pairs from 32 draws. A one-hop rule and component closure gave exact bounds. Their native reach gap was 0.6 to 2.9 percentage points. With five-minute bins, it was 4.0 to 34.2 points. A boundary shift and alternative denominators changed the sizes. The package gives aggregate counts, four figures, source hashes, code, and reproduction instructions. Independent scalar checks passed. A full repeat matched count files exactly. This is a benchmark for a known implementation issue. It does not estimate actual transfer or validate a disease model.

temporal networks · human contacts · reachability · simultaneous contacts · row order · reproducibility

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References

8
  1. usesdoi:10.1371/journal.pone.0246961

    We apply its explicit one-hop convention and compare sequential random order within equal-time contacts.

  2. doi:10.48550/arXiv.1711.00963

    Prior definitions of strict and non-strict temporal paths.

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    Prior discussion of equal-time events in temporal motif models.

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    Prior empirical check of contact-order uncertainty for contact blocking strategies.

  6. supportsIn one-hour windows of two workplace records, 28–37% of between-department pairs reached by five-minute closure had no strict 20-second path sci:sha256:5636f8ee5257b8b907520930222b474b121e38e3123f7788614954ab8b5a2934

    This related coarse-path audit shares two workplace source records. Our main result concerns sequential row order across six records. The windows and measures differ.

  7. usesdoi:10.5281/zenodo.2540795

    Exact source version for all six contact records. Raw files retain CC BY-NC 4.0 terms and are not bundled.

  8. usesdoi:10.1140/epjds/s13688-018-0140-1

    Source paper for the six standardized contact records.

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