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Data · dataset · 2026

Supporting data and analysis code for “Human gastrointestinal representation conditions lineage-based source overlap and correction transfer in public non-typhoidal Salmonella genomics”

Listed in ScienceDB

This dataset supports the manuscript “Human gastrointestinal representation conditions lineage-based source overlap and correction transfer in public non-typhoidal Salmonella genomics”.

Description

It contains the metadata projection, frozen base tables, classification vocabularies, sensitivity tables, checksum manifest and analysis code required to reproduce the reported numerical results and Supplementary Tables S1–S5.The source was a single NCBI Pathogen Detection Salmonella metadata export containing 840,055 records.

The complete 259,038,245-byte export is not redistributed. Instead, pathogen_detection_export_subset.csv retains all 840,055 rows and the eight columns read by the analysis: organism group, assembly accession, isolation type, isolation source, food origin, location, serovar and Pathogen Detection SNP cluster. The snapshot is identified by the MD5 checksum 0e1e1dc5d6bb5413d3fe2fb5ddb9f546.

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No genome sequences, read data or personally identifiable information are included.The deposited tables contain country-by-lineage and serovar-by-compartment counts, screening information for 156 countries, the nine-country analytical cohort, two alternative metadata adjudications, exclusion-flow counts and singleton sensitivity results. Unresolved, ambiguous or excluded records are documented rather than imputed. The code/ directory contains 12 Python scripts covering metadata aggregation, lineage-level analysis, supplementary-table generation and correction-transfer analysis.

Stage 1 used Python 3.10.12; downstream analyses used Python 3.11.15 with pinned NumPy, pandas, SciPy and openpyxl versions. Reconstructed scripts are explicitly identified, and all known small bootstrap-reproduction residuals are documented in code/RECONSTRUCTION_NOTES.md; these residuals do not change any reported statistical verdict. File integrity can be checked using CHECKSUMS.md5.Geographical coverageGlobal NCBI Pathogen Detection Salmonella metadata.

Country screening covered 156 countries; the primary analysis included the United States, Canada, China, Brazil, the United Kingdom, Japan, Germany, South Korea and South Africa.Temporal coverageA single rolling-database snapshot identified by checksum. The earliest verifiable timestamp is the source file modification time, 27 May 2026 at 14:11:15 UTC; this is not presented as the original download date. Collection dates were not used in the analysis.Spatial and analytical resolutionCountry × NCBI Pathogen Detection SNP cluster for lineage tables; serovar × sampling compartment for serovar tables.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Genetics 73%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.010eh9 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:3105enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (73%)
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title