📊 #SWDchallenge May 2026 | move from dashboard to decision
.
One line chart made it visible — service levels missed the 90% target in 6 of 12 months, and December's recovery came at a hidden cost: backlog surged 26% above target.
. 🔗 https://stevenponce.netlify.app/data_visualizations/SWD%20Challenge/2026/swd_2026_05-Ex_063.html
.
#dataviz | #rstats | #DataStorytelling

📊 #SWDchallenge May 2026 | move from dashboard to decision
.
Jan and Feb alone drove over 80% of 2025's Refer-A-Friend volume increase vs. 2024. A four-panel dashboard buried that insight. One arrow chart makes it visible.
. 🔗 https://stevenponce.netlify.app/data_visualizations/SWD%20Challenge/2026/swd_2026_05-Ex_061.html
.
#dataviz | #rstats | #DataStorytelling

📊 #SWDchallenge May 2026 | Human + AI
.
Some countries are exiting fossil fuels fast. Others are standing still.
Arrow chart • 25 countries • 2010–2023 • Built with R/ggplot2 + Claude
.
🔗https://tinyurl.com/yy5484ee
.
#dataviz | #rstats | #DataStorytelling

📊 #SWDchallenge Mar 2026 | mapping with purpose
.
4 in 10 U.S. counties have no obstetric clinicians and no birthing facilities. Not scattered gaps — contiguous voids across the Great Plains and rural South. Geography makes this story visible.
. 🔗https://stevenponce.netlify.app/data_visualizations/SWD%20Challenge/2026/swd_2026_03.html
.
#dataviz | #rstats | #DataStorytelling

📊 #SWDchallenge Feb 2026
.
Grouped bars felt cluttered. Switched to dumbbells. The education gap became instantly clear.
.
Lesson: If it feels hard to read, it probably is. Trust your instincts.
.
🔗 https://stevenponce.netlify.app/data_visualizations/SWD%20Challenge/2026/swd_2026_02.html
.
#dataviz | #rstats | #ggplot2

📊 #SWDchallenge Jan 2026 | plot partial information
.
60% started Geralt's journey. Only 22% finished it. Steam achievement data reveals "partial" as behavioral incompleteness—not missing data, but incomplete player journeys.
. 🔗https://stevenponce.netlify.app/data_visualizations/SWD%20Challenge/2026/swd_2026_01.html
.
#dataviz | #rstats | #DataStorytelling

📊 #SWDchallenge Dec 2025 | when less is better
.
The race to 500 home runs: McGwire fastest at 1,688 games (PED-linked), Ruth holds the clean record at 1,790.
.
🔗 https://stevenponce.netlify.app/data_visualizations/SWD%20Challenge/2025/swd_2025_12.html
.
#SWDchallenge | #dataviz | #rstats | #ggplot2 | #DataStorytelling

📊 #SWDchallenge Nov 2025 | discover the dot plot
.
Pokémon speed hierarchy: Flying dominates at 116, Fairy trails at 49.
.
🔗 https://stevenponce.netlify.app/data_visualizations/SWD%20Challenge/2025/swd_2025_11.html
.
#SWDchallenge | #dataviz | #rstats | #ggplot2 | #DataStorytelling

📊 SWD Challenge - OCT 2025: Avoiding the Spaghetti Graph
.
Directional arrows replace tangled lines. Health surged, Education slipped.
.
🔗 https://stevenponce.netlify.app/data_visualizations/SWD%20Challenge/2025/swd_2025_10.html
.
#SWDchallenge | #dataviz | #rstats | #ggplot2 | #DataStorytelling

📊 #SWDchallenge – SEPTEMBER 2025 | dashboards that deliver
.
Transformed a cluttered traffic dashboard from 8 controls + 5 tabs into a focused single-page solution for transport planners.
.
🔗: https://stevenponce.netlify.app/data_visualizations/SWD%20Challenge/2025/swd_2025_09.html
.
#SWDchallenge | #dataviz | #rstats | #shiny | #dashboarddesign