Analysing antibiotics prescribing and antimicrobial resistance patterns (UK)
Exploartory data analysis and a Tableau dashboard for exploring regional patterns in the reduction of antibiotic prescription in England.
Report:
Exploring Antibiotic Prescribing with Python and Tableau https://medium.com/@rony_armon/exploring-antibiotic-prescribing-with-python-and-tableau-21c9bbd7b400
Dashboards (Tableau Public):
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Reduction in Antibiotics Prescriptions, Clinical Commissioning Groups, England, 2014-2017 https://public.tableau.com/profile/rony.armon#!/vizhome/prescribing_reduction_extract/Story
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Antibiotics prescribing time series, England, 2014-2017 https://public.tableau.com/profile/rony.armon#!/vizhome/AntibioticsprescribingtimeseriesEngland2014-2017/Story1
Charts (Plotly):
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Antibiotic prescribing in relation to deprivation deciles http://nbviewer.jupyter.org/github/ronyarmon/AMR/blob/d0646dae16c43d84804fb8905b93f64814e09a02/deprivation/indicators.ipynb
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Numbers of antibiotic guardians per regions/deprivation deciles https://buff.ly/2t1nYj6