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w209-final's Introduction

rXplorer

Visualizing the relationship between pharmaceutical company payments and drug prescriptions

Final project
MIDS W209 Data Visualization and Communication UC-Berkeley School of Information

  • Michael Marks
  • Natarajan Krishnaswami
  • Stephane Truong

Status

Open issues

  • integrate Physician Selector and Table Lens
  • add margin to Physician Selector
  • add filters on payment & rx count thresholds
  • add button to call physician.marker_cb from marker popup

Fixed issues

Pending Enhancements

Physician Selector

  • clean up filters
    • lots of name filters; hide some by default?
    • search box to filter specialties
  • choropleth with 2d color scheme (like wild pollinators map)
  • better visual integration of map
  • more scrolling/transitions

Table Lens:

  • include drug descriptions in table lens
  • opt. limit histogram comparison universe (to search results)

Acknlowledgements

Data provenance

  • Medicare Part D Prescriber PUF
  • CMS Open Payments data
  • GeoNames Postal Code dataset.
  • Census geocoder batch geocoding API

Tools

  • d3.js for table lens charts and scatter strip histogram
  • plotly.js for alt. table lens testing
  • DataTables for search results display
  • leaflet.js for map display/interaction
  • jQuery for DOM maninpulation
  • oboe.js for low latency json processing
  • python/flask for web service interface
  • MariaDB for data storage and indexing
  • ipython-sql for data exploration

Limitations

  • Medicare Part D data will presumably primarily reflect 65+ pop's rx needs.
  • Join quality is very difficult to achieve; do not draw conclusions without corroboration!

w209-final's People

Contributors

mmarks13 avatar nkrishnaswami avatar stephtruong avatar

Watchers

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