M.S. Data Science @ Duke University

Data Visualization & Graphics

Data-driven visual stories, charts, and interactive projects. Data analysis using Google Sheets, Excel, Python, R, SQL. Visualizations created using Datawrapper, D3.js, RAWGraphs, Tableau, Adobe Illustrator, Power BI.

NPR: Songs of Remembrance

NPR: Songs of Remembrance

NPR: Newly published evidence points to Wuhan seafood market as pandemic origin point

NPR: Newly published evidence points to Wuhan seafood market as pandemic origin point

Video analysis reveals Russian attack on Ukrainian nuclear plant veered near disaster

Video analysis reveals Russian attack on Ukrainian nuclear plant veered near disaster

CHART: All the ways Instagram influencers can make money from the platform and how it's changed in the last year

CHART: All the ways Instagram influencers can make money from the platform and how it's changed in the last year

See how the main characters in 'House of the Dragon' are all related to each other

See how the main characters in 'House of the Dragon' are all related to each other

A personal trainer's top 9 tricep exercises for toned arms and reducing flabby undersides

A personal trainer's top 9 tricep exercises for toned arms and reducing flabby undersides

GRAPHIC: How LIV Golf has slowly increased its share of the top golfers in the world

GRAPHIC: How LIV Golf has slowly increased its share of the top golfers in the world

This graphic shows how many more stars you can see under truly dark skies vs. city, suburban, and rural areas

This graphic shows how many more stars you can see under truly dark skies vs. city, suburban, and rural areas

NPR: How are the COVID-19 vaccine and booster campaigns going in your state?

NPR: How are the COVID-19 vaccine and booster campaigns going in your state?

There's overwhelming support for an age limit on the president and Congress. Here's why that won't happen anytime soon.

There's overwhelming support for an age limit on the president and Congress. Here's why that won't happen anytime soon.

Olivia Rodrigo sentiment analysis

Olivia Rodrigo sentiment analysis

Touring with BTS

Touring with BTS

It was a wild week for stocks. Should you worry? Here are 4 things to keep in mind

It was a wild week for stocks. Should you worry? Here are 4 things to keep in mind

Lifesaving COVID drugs are sitting unused on pharmacy shelves, HHS data shows

Lifesaving COVID drugs are sitting unused on pharmacy shelves, HHS data shows

NPR: More than 1 million fewer students are in college. Here's how that impacts the economy

NPR: More than 1 million fewer students are in college. Here's how that impacts the economy

NPR: More than 1 million fewer students are in college. Here's how that impacts the economy

NPR: More than 1 million fewer students are in college. Here's how that impacts the economy

The deadliest mass shootings in US history

The deadliest mass shootings in US history

10 charts show how everyone in America but the rich is getting squeezed right now

10 charts show how everyone in America but the rich is getting squeezed right now

The median age of a member of Congress is over 60

The median age of a member of Congress is over 60

Monkeypox cases, by state

Monkeypox cases, by state

How each state's laws affect abortion rights without Roe v. Wade

How each state's laws affect abortion rights without Roe v. Wade

The latest that you can get an abortion

The latest that you can get an abortion

Gen Z actually hates working from home

Gen Z actually hates working from home

CHART: How Adam Neumann's $420 million fundraising for his startups this year compares to what Black, Latino and women founders raised

CHART: How Adam Neumann's $420 million fundraising for his startups this year compares to what Black, Latino and women founders raised

Private funding saved the 2020 election. Now, some GOP-led states are banning it

Private funding saved the 2020 election. Now, some GOP-led states are banning it

Hawley's attacks on Ketanji Brown Jackson fuel a surge in online conspiracy chatter

Hawley's attacks on Ketanji Brown Jackson fuel a surge in online conspiracy chatter

Nearly 2 million people have fled Ukraine for Poland, where some cities are feeling the strain

Nearly 2 million people have fled Ukraine for Poland, where some cities are feeling the strain

Nurses are waiting months for licenses as hospital staffing shortages spread

Nurses are waiting months for licenses as hospital staffing shortages spread

Biden gets a bounce after the State of the Union, NPR/PBS NewsHour/Marist poll shows

Biden gets a bounce after the State of the Union, NPR/PBS NewsHour/Marist poll shows

Biden gets a bounce after the State of the Union, NPR/PBS NewsHour/Marist poll shows

Biden gets a bounce after the State of the Union, NPR/PBS NewsHour/Marist poll shows

Georgia's race to oversee voting pits an election denier against an election defender

Georgia's race to oversee voting pits an election denier against an election defender

It was a wild week for stocks. Should you worry? Here are 4 things to keep in mind

It was a wild week for stocks. Should you worry? Here are 4 things to keep in mind

Touring with BTS

Touring with BTS

Why a 20-year effort by the NFL hasn't led to more minorities in top coaching jobs

Why a 20-year effort by the NFL hasn't led to more minorities in top coaching jobs

A majority says Biden's first year was a failure, a new poll finds

A majority says Biden's first year was a failure, a new poll finds

A majority says Biden's first year was a failure, a new poll finds

A majority says Biden's first year was a failure, a new poll finds

Want to find an affordable college? There's a website for that

Want to find an affordable college? There's a website for that

Community college enrollment is down, but skilled-trades programs are booming

Community college enrollment is down, but skilled-trades programs are booming

The Rams are slogging through arguably the worst 'championship hangover' season in sports history

The Rams are slogging through arguably the worst 'championship hangover' season in sports history

Deaths in the family

Deaths in the family

The US has the lowest life expectancy of its peer countries. One chart shows how other nations compare.

The US has the lowest life expectancy of its peer countries. One chart shows how other nations compare.

Most dietary supplements are a waste of money. Here are the ones to take, and what you should avoid.

Most dietary supplements are a waste of money. Here are the ones to take, and what you should avoid.

Pictures show how monkeypox lesions and rashes really look on different skin tones and body parts, and how they change over time

Pictures show how monkeypox lesions and rashes really look on different skin tones and body parts, and how they change over time

Map shows how quickly monkeypox spread through the US in the biggest-ever outbreak beyond Africa

Map shows how quickly monkeypox spread through the US in the biggest-ever outbreak beyond Africa

Five NBA teams have won 70% of the championships since 1980

Five NBA teams have won 70% of the championships since 1980

Insider's rating methodology for personal loans

Insider's rating methodology for personal loans

Here's what the color of your snot really means

Here's what the color of your snot really means

Candida auris is just one infection fueled by rising temperatures. See how extreme climate helps spread disease, in 3 simple charts.

Candida auris is just one infection fueled by rising temperatures. See how extreme climate helps spread disease, in 3 simple charts.

Candida auris is just one infection fueled by rising temperatures. See how extreme climate helps spread disease, in 3 simple charts.

Candida auris is just one infection fueled by rising temperatures. See how extreme climate helps spread disease, in 3 simple charts.

Candida auris is just one infection fueled by rising temperatures. See how extreme climate helps spread disease, in 3 simple charts.

Candida auris is just one infection fueled by rising temperatures. See how extreme climate helps spread disease, in 3 simple charts.

Rivian and Lucid's Q4 struggles signal an even tougher 2023 for EV startups

Rivian and Lucid's Q4 struggles signal an even tougher 2023 for EV startups

Getir's acquisition of Gorillas is the latest consolidation move for the rapid delivery space. Here's why analysts say ultrafast couldn't hack it in the US.

Getir's acquisition of Gorillas is the latest consolidation move for the rapid delivery space. Here's why analysts say ultrafast couldn't hack it in the US.

The hidden upside of tech layoffs

The hidden upside of tech layoffs

The hidden upside of tech layoffs

The hidden upside of tech layoffs

The 'office apocalypse' is upon us

The 'office apocalypse' is upon us

The 'office apocalypse' is upon us

The 'office apocalypse' is upon us

The 'office apocalypse' is upon us

The 'office apocalypse' is upon us

Lucid owners are reporting glitches like bricking and cars driving the wrong way — just as the EV startup gets production under control

Lucid owners are reporting glitches like bricking and cars driving the wrong way — just as the EV startup gets production under control

Everything you need to know about voting in the 2022 midterm elections

Everything you need to know about voting in the 2022 midterm elections

Everything you need to know about voting in the 2022 midterm elections

Everything you need to know about voting in the 2022 midterm elections

Brazil's presidential election may determine the fate of the Amazon rainforest — and the entire planet's climate

Brazil's presidential election may determine the fate of the Amazon rainforest — and the entire planet's climate

Red, White, and Gray

Red, White, and Gray

Colleges don't want you to know that 'early decision' is actually a rigged game

Colleges don't want you to know that 'early decision' is actually a rigged game

Colleges don't want you to know that 'early decision' is actually a rigged game

Colleges don't want you to know that 'early decision' is actually a rigged game

Colleges don't want you to know that 'early decision' is actually a rigged game

Colleges don't want you to know that 'early decision' is actually a rigged game

Millennials and Gen Z want to stop a climate catastrophe. But first they have to get elected.

Millennials and Gen Z want to stop a climate catastrophe. But first they have to get elected.

Millennials and Gen Z want to stop a climate catastrophe. But first they have to get elected.

Millennials and Gen Z want to stop a climate catastrophe. But first they have to get elected.

Tech leaders dish on how asinine it is to try to describe their companies, products, and worth to Congress

Tech leaders dish on how asinine it is to try to describe their companies, products, and worth to Congress

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

Americans think the government is too old — and wide margins support term limits, age caps, and cognitive tests, an Insider/Morning Consult poll finds

How the mind of an 80-year-old president is biologically different from a 45-year-old president's

How the mind of an 80-year-old president is biologically different from a 45-year-old president's

CHART: How Adam Neumann's $420 million fundraising for his startups this year compares to what Black, Latino and women founders raised

CHART: How Adam Neumann's $420 million fundraising for his startups this year compares to what Black, Latino and women founders raised

CHART: How Adam Neumann's $420 million fundraising for his startups this year compares to what Black, Latino and women founders raised

CHART: How Adam Neumann's $420 million fundraising for his startups this year compares to what Black, Latino and women founders raised

It's not just brain fog: Vertigo, hair loss, and lagging sex drive are also long COVID symptoms

It's not just brain fog: Vertigo, hair loss, and lagging sex drive are also long COVID symptoms

What is the Global Supply Chain Pressure Index? A new tool that tracks how backed up supply chains are around the world

What is the Global Supply Chain Pressure Index? A new tool that tracks how backed up supply chains are around the world

Employees are defying orders to return to the office — and they're getting away with it

Employees are defying orders to return to the office — and they're getting away with it

Employees are defying orders to return to the office — and they're getting away with it

Employees are defying orders to return to the office — and they're getting away with it

One chart shows the differences between the 2 COVID vaccines available for young kids, from side effects to dosing

One chart shows the differences between the 2 COVID vaccines available for young kids, from side effects to dosing

Native shark and ray species, by country

Native shark and ray species, by country

Warehouse Nation

Warehouse Nation

The new blue-collar workplace reshaping America, for better or worse

The new blue-collar workplace reshaping America, for better or worse