Data Visualization

The bulk of my work involves proprietary data that I do not own, and thus cannot share on this page. Nonetheless, there is a wealth of public domain data that provide quick and valid solutions to business questions. Below are a few examples to illustrate the breadth of data available in the public domain. All data sources are identified at the top of each corresponding visual.

Medicare Spending on Autoimmune Drugs

Medicare Spending on Autoimmune Drugs

Payer Share of Total Annual Expenses by Common Medical Conditions

Payer Share of Total Annual Expenses by Common Medical Conditions

Regional Differences in number of patients receiving major joint (knee, hip, ankle) replacement surgery; and average hospital revenue per discharge

Regional Differences in number of patients receiving major joint (knee, hip, ankle) replacement surgery; and average hospital revenue per discharge

Proportion of Adults reporting engagement in vigorous workouts at least once per week in State of California

Proportion of Adults reporting engagement in vigorous workouts at least once per week in State of California

Occupations with highest risk of workplace injury/illness and fatalities

Occupations with highest risk of workplace injury/illness and fatalities

How different user segments use their smartphones

How different user segments use their smartphones

Comparing Percent vs. Number of Hospitals Receiving 2015 Medicare Penalties by State

Comparing Percent vs. Number of Hospitals Receiving 2015 Medicare Penalties by State

Population Count of Employed Workers in main industry verticals overlay with projected growth in industry from 2010-2020

Population Count of Employed Workers in main industry verticals overlay with projected growth in industry from 2010-2020

E-commerce sales volume vs. sales volume of common brick and mortar retail stores from 1992 to 2014

E-commerce sales volume vs. sales volume of common brick and mortar retail stores from 1992 to 2014

Comparing relative share of digital advertising spend to total advertising spend, among top USA retailers

Comparing relative share of digital advertising spend to total advertising spend, among top USA retailers

Number of Medicare home health visits per 1,000 Medicare beneficiaries - variations by county

Number of Medicare home health visits per 1,000 Medicare beneficiaries - variations by county

Comparing chronic pain sites by relative impact of pain on trouble falling asleep and trouble staying asleep

Comparing chronic pain sites by relative impact of pain on trouble falling asleep and trouble staying asleep

Population of self-employed labor force overlay with Gross Domestic Product from 1995-2012

Population of self-employed labor force overlay with Gross Domestic Product from 1995-2012

Common services in use by San Francisco Homeless Population

Common services in use by San Francisco Homeless Population

Most gender gaps in reasons for homelessness are not statistically significant, except in cases of Family/Domestic Violence and Incarceration.

Most gender gaps in reasons for homelessness are not statistically significant, except in cases of Family/Domestic Violence and Incarceration.