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cprd-data-wrangle

Authors: Stickland, Rachael; Mohammad, Mahwish; Almarzouq, Batool; Mallon, Ann-Marie; Whitaker, Kirstie;

cprd-data-wrangle

Abstract

These resources are for anyone new to working with datasets released by the Clinical Practice Research Datalink (CPRD) (https://www.cprd.com). Researchers tasked with understanding the database tables, then querying and filtering to create a research cohort, may find our pre-processing pipeline and interactive notebooks a helpful guide to getting started. We aim to streamline the process for researchers using CPRD datasets, with the creation of clear documentation, efficient data management strategies and analytical pipelines. We will start with development of workflows utilising CPRD's medium fidelity synthetic datasets because they resemble "the real world CPRD data with respect to the data types, data values, data formats, data structure and table relationships" Ref: https://www.cprd.com/synthetic-data New to Synthetic Data? Read an introduction here: https://github.com/aim-rsf/Synthetic-Data For further context on the current stage of this project (including how to contribute) please visit the README page on GitHub: https://github.com/aim-rsf/cprd-data-wrangle. What's Changed since v1.0.0? Add citation & DOI by @BatoolMM in https://github.com/aim-rsf/cprd-data-wrangle/pull/14 Create CITATION.cff by @RayStick in https://github.com/aim-rsf/cprd-data-wrangle/pull/15 Video fix by @Rainiefantasy in https://github.com/aim-rsf/cprd-data-wrangle/pull/16

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  • BIP!
    Impact byBIP!
    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).
    0
    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.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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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