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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY
Data sources: Datacite
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Portable Microhaplotype Object - Example Datasets

Authors: Murie, Kathryn; Hathaway, Nicholas;

Portable Microhaplotype Object - Example Datasets

Abstract

All example datasets for 'The Portable Microhaplotype Object and Tools' manuscript are available. The archive contains five folders, each corresponding to one dataset: Dataset1: Public genomic surveillance data of Plasmodium falciparum from four countries: Eswatini, Namibia, South Africa, and Zambia. ANOSPP: Combined Anopheles and Plasmodium data. mips_v_mad4hatter: Data from the MAD4HatTeR amplicon sequencing assay and the DR23K molecular inversion probe (MIP) assay comparison. E_coli: Escherichia coli datasets sourced from the Sequence Read Archive (SRA). S_aureus: Staphylococcus aureus datasets sourced from SRA. For Dataset1 and ANOSPP, the archive includes all raw data files as well as Jupyter notebooks used to generate the PMO. Dataset1 additionally includes the notebook used to produce Figure 3. PMOs for all five datasets are included. Further details about the file structure and contents are provided in the README.txt file with the data.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average