RT @DataVizSociety: Shelly Cheng will deliver a panel talk at #Outlier2025: . “Navigating a Career as a Data Visualization Engineer”. Regi….

In addition, AP VoteCast interviewed more than 120,000 voters across the U.S. from October 28 to November 5 this year, continuing until poll close. Now 2024 VoteCast result is now live at

This shift made our election coverage directly accessible to millions of readers, bringing an unprecedented level of transparency and immediacy to election updates. Together, we created an interactive and reliable source that keeps reader informed during this pivotal time💻📊📈

This year was a milestone. AP has called election winners since 1848, and for the first time, we brought our election visualizations directly to the public on previously only available to clients like @Yahoo and other newsrooms:

As the election season wraps up, I couldn’t be prouder of the results page that we've built over the past year at @AP: This project took dedication, precision, and teamwork, and I’m incredibly grateful to work alongside some of the best in the industry🙌✨

RT @johnrchurch: Join us for our hackathon, Hack for Social Impact, on Nov. 9th and 10th in SF!. We're partnering with organizations includ….

5️⃣ Top Issues: In 2020, COVID-19 and the economy dominated voter concerns. With new challenges in 2024, it’ll be interesting to see which issues resonate most. Stay tuned for live updates on 11/5 from the 2024 #APVotecast! #DataViz #Journalism #Elections

4️⃣ Education: Voters with college and postsecondary degrees leaned towards Biden, while Trump held more support among those with high school education or less. Education levels may again play a pivotal role.

3️⃣ Location: Urban voters favored Biden, while Trump found strong support in rural areas. With the urban-rural divide growing, it’s a critical factor in 2024.

2️⃣ Race/Ethnicity: Biden’s coalition included significant support across Black and Latino communities, while Trump’s base was predominantly White. Will these patterns continue in 2024?

1️⃣ Age: Biden found strong support among younger voters, while Trump had the edge with older groups. How will age influence 2024?

🧵 My latest work for @AP dives into #APVotecast 2020 data, a comprehensive survey capturing the opinions and demographics of American voters. As we approach #Election2024, let’s explore key voter dynamics across age, race, location, education and etc. 📊

Proud to have worked with @marianliu, @celiawu, Brian Cleveland, and @audrey_valbuena on building the new website for the style guide! Check it out at

There's also a dropdown at the top to switch state selection, and the map also allows you to dig deeper into state-level and county-level data across time. Explore today how different states are engaging with different election issues. 🗺️📊 #Election2024

🔍 Where is the interest in the U.S. Supreme Court highest? Our national map shows search interest by state for the week of June 30. D.C. tops the list, while Mississippi shows the least interest.

The top area bump chart shows the ranking of election-related topic searches over time. Latest key takeaways:.1️⃣ U.S. Supreme Court leads in interest, with a recent peak.2️⃣ Crime and Social Security consistently high. #Elections2024 #ElectionTrends #USPolitics #DataVisualization

📢📊Excited to share my latest work with @AP and @GoogleTrends. I led the visualization of what Americans are searching for about the 2024 election: crime, healthcare, and more. The data updates weekly, showing trending topics nationwide and in every state

Just caught the opening keynote from @Stripe Sessions — fascinating insights, but that chart on radar dispute rate decline caught my eye📉. Important reminder: Always include the Y-axis on line charts, folks! Let's keep our data transparent! #Stripe #DataViz #ChartTips

Woke up to find @X labeled my account and may limit its reach due to concerns about "spam or platform manipulation." As a legit journalist with a legit newsroom @AP, tweeting mostly our content, I'm puzzled about these spam allegations and would appreciate an explanation from @X

6 & the last/ A huge shout out to the amazing team I've had the privilege to collaborate with. This project wouldn't have been possible without you all: @HumeraLodhi @ryanabest @Phil_Holm @mayasweedler @ChadSDay @EL_Swan and those not on X! 🫶🏻.