DS4E
@ds4everyone.bsky.social
Data Science 4 Everyone is a growing coalition advancing K-12 data science education for every student.
linktr.ee/datascience4everyone
linktr.ee/datascience4everyone
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DS4E
@ds4everyone.bsky.social
· Sep 10
Big news 🎉 The nation’s first K–12 Data Science Learning Progressions are LIVE! But what are they?
They’re:
📊 A clear roadmap for teachers
📉 Arriving as NAEP math scores drop
🤖 Built to prep every student for a data-driven future
🔗Explore at datasciencelearning.org
They’re:
📊 A clear roadmap for teachers
📉 Arriving as NAEP math scores drop
🤖 Built to prep every student for a data-driven future
🔗Explore at datasciencelearning.org
Happy early Valentine’s Day from DS4E!
We ❤️ our community, so we created these data-themed Valentines for you to share w/ your statistically significant other. Also, if you love us, don't forget to join us for our first webinar of 2026 next week! RSVP: share.hsforms.com/1hpOK9KjqSue...
We ❤️ our community, so we created these data-themed Valentines for you to share w/ your statistically significant other. Also, if you love us, don't forget to join us for our first webinar of 2026 next week! RSVP: share.hsforms.com/1hpOK9KjqSue...
February 13, 2026 at 4:57 PM
Happy early Valentine’s Day from DS4E!
We ❤️ our community, so we created these data-themed Valentines for you to share w/ your statistically significant other. Also, if you love us, don't forget to join us for our first webinar of 2026 next week! RSVP: share.hsforms.com/1hpOK9KjqSue...
We ❤️ our community, so we created these data-themed Valentines for you to share w/ your statistically significant other. Also, if you love us, don't forget to join us for our first webinar of 2026 next week! RSVP: share.hsforms.com/1hpOK9KjqSue...
What happens when STEM stories break the single-path narrative?
Find out at From the Stage to the Stars: A New Script for STEM featuring Walt Hickey, Alma Cooper, Aisha Bowe, and Scarlin Hernandez!
Mar 10 | 11–11:45 CT | #SXSWEDU
Favorite the session: schedule.sxswedu.com/2026/events/...
Find out at From the Stage to the Stars: A New Script for STEM featuring Walt Hickey, Alma Cooper, Aisha Bowe, and Scarlin Hernandez!
Mar 10 | 11–11:45 CT | #SXSWEDU
Favorite the session: schedule.sxswedu.com/2026/events/...
February 13, 2026 at 3:33 PM
What happens when STEM stories break the single-path narrative?
Find out at From the Stage to the Stars: A New Script for STEM featuring Walt Hickey, Alma Cooper, Aisha Bowe, and Scarlin Hernandez!
Mar 10 | 11–11:45 CT | #SXSWEDU
Favorite the session: schedule.sxswedu.com/2026/events/...
Find out at From the Stage to the Stars: A New Script for STEM featuring Walt Hickey, Alma Cooper, Aisha Bowe, and Scarlin Hernandez!
Mar 10 | 11–11:45 CT | #SXSWEDU
Favorite the session: schedule.sxswedu.com/2026/events/...
Data science is not just math and programming.
Check out our new blog from Aaron R. Williams &Claire McKay Bowen from the Urban Institute that connects real-world data science to what students should be learning in K–12 classrooms: open.substack.com/pub/ds4e/p/t...
Check out our new blog from Aaron R. Williams &Claire McKay Bowen from the Urban Institute that connects real-world data science to what students should be learning in K–12 classrooms: open.substack.com/pub/ds4e/p/t...
February 13, 2026 at 3:21 PM
Data science is not just math and programming.
Check out our new blog from Aaron R. Williams &Claire McKay Bowen from the Urban Institute that connects real-world data science to what students should be learning in K–12 classrooms: open.substack.com/pub/ds4e/p/t...
Check out our new blog from Aaron R. Williams &Claire McKay Bowen from the Urban Institute that connects real-world data science to what students should be learning in K–12 classrooms: open.substack.com/pub/ds4e/p/t...
Don't forget to join us from 3–4 pm ET today for a live AMA from Zarek Drozda, our Executive Director on how K–12 classrooms can help students understand, use, and question AI responsibly.
There's still plenty of time to register here:
www.tickettailor.com/events/thele...
There's still plenty of time to register here:
www.tickettailor.com/events/thele...
Select tickets – Ask Me Anything with Zarek Drozda of Data Science for Everyone – Zoom
Ask Me Anything with Zarek Drozda of Data Science for Everyone – Zoom, Mon Feb 9, 2026 - Join us for an Ask Me Anything with Zarek Drozda, Executive Director of Data Science for Everyone (DS4E), on Fe...
www.tickettailor.com
February 9, 2026 at 5:54 PM
Don't forget to join us from 3–4 pm ET today for a live AMA from Zarek Drozda, our Executive Director on how K–12 classrooms can help students understand, use, and question AI responsibly.
There's still plenty of time to register here:
www.tickettailor.com/events/thele...
There's still plenty of time to register here:
www.tickettailor.com/events/thele...
Students in an Intro to Sports Analytics class crunched the numbers to predict Super Bowl LX — and 19 of 20 groups picked the Seahawks. One model even projects a 31–17 win. Proof that analytics makes game day even better!
Check out the full story: inside.charlotte.edu/2026/02/05/s...
Check out the full story: inside.charlotte.edu/2026/02/05/s...
Sports Analytics Students Predict Super Bowl LX Outcome - Inside UNC Charlotte
The Seattle Seahawks and New England Patriots will meet in Super Bowl LX on Sunday, Feb. 8. The Super Bowl is consistently the most-watched television program in America, and millions of fans have a v...
inside.charlotte.edu
February 6, 2026 at 2:51 PM
Students in an Intro to Sports Analytics class crunched the numbers to predict Super Bowl LX — and 19 of 20 groups picked the Seahawks. One model even projects a 31–17 win. Proof that analytics makes game day even better!
Check out the full story: inside.charlotte.edu/2026/02/05/s...
Check out the full story: inside.charlotte.edu/2026/02/05/s...
Reposted by DS4E
April 15–16: Join us for #TMO26 to hear how we’re meeting the moment and ensuring that #matheducation becomes a gateway to opportunity for all students.
Register now: bit.ly/tmo-2026-register
Register now: bit.ly/tmo-2026-register
January 27, 2026 at 3:55 PM
April 15–16: Join us for #TMO26 to hear how we’re meeting the moment and ensuring that #matheducation becomes a gateway to opportunity for all students.
Register now: bit.ly/tmo-2026-register
Register now: bit.ly/tmo-2026-register
What would it look like if students learned statistics by doing instead of just listening?
Join CourseKata’s Embodied Statistics Workshop with Dr. Icy Zhang for hands-on, movement-based approaches to teaching stats.
Feb 5 | 4–5 PM PT
bit.ly/EmbodiedStats
Join CourseKata’s Embodied Statistics Workshop with Dr. Icy Zhang for hands-on, movement-based approaches to teaching stats.
Feb 5 | 4–5 PM PT
bit.ly/EmbodiedStats
Embodied Statistics Workshop: Bringing Hands-on Activities to Your Classroom - Registration
Thursday, February 5th, 4:00 - 5:00pm PT
bit.ly
January 26, 2026 at 8:41 PM
What would it look like if students learned statistics by doing instead of just listening?
Join CourseKata’s Embodied Statistics Workshop with Dr. Icy Zhang for hands-on, movement-based approaches to teaching stats.
Feb 5 | 4–5 PM PT
bit.ly/EmbodiedStats
Join CourseKata’s Embodied Statistics Workshop with Dr. Icy Zhang for hands-on, movement-based approaches to teaching stats.
Feb 5 | 4–5 PM PT
bit.ly/EmbodiedStats
As we move into 2026, we want to pause & say thank you for an amazing 2025 💛
We’re grateful to the educators, students, researchers, and advocates in the DS4E community. Your partnership makes this work possible. Excited to keep building together in 2026! 🚀
We’re grateful to the educators, students, researchers, and advocates in the DS4E community. Your partnership makes this work possible. Excited to keep building together in 2026! 🚀
January 23, 2026 at 4:02 PM
As we move into 2026, we want to pause & say thank you for an amazing 2025 💛
We’re grateful to the educators, students, researchers, and advocates in the DS4E community. Your partnership makes this work possible. Excited to keep building together in 2026! 🚀
We’re grateful to the educators, students, researchers, and advocates in the DS4E community. Your partnership makes this work possible. Excited to keep building together in 2026! 🚀
January’s #DataScienceDays resources are here! Help students explore goal-setting & behavior change — from K–5 graphing goals to high school behavior science. Find all the resources here: datasciencelearning.org/concepts/stu...
Try an activity and tag #DataScienceDays !
youtube.com/shorts/m3p6E...
Try an activity and tag #DataScienceDays !
youtube.com/shorts/m3p6E...
New Year, New Data: January 2026 Data Science Days
YouTube video by Data Science 4 Everyone
youtube.com
January 22, 2026 at 2:28 PM
January’s #DataScienceDays resources are here! Help students explore goal-setting & behavior change — from K–5 graphing goals to high school behavior science. Find all the resources here: datasciencelearning.org/concepts/stu...
Try an activity and tag #DataScienceDays !
youtube.com/shorts/m3p6E...
Try an activity and tag #DataScienceDays !
youtube.com/shorts/m3p6E...
“Preparing K–12 students for a future shaped by data and AI is no longer optional; it’s essential,” shared Hong Gao, and panelist at the Indiana Call to Action Summit.
That’s exactly what Indiana teachers are doing.
Read the recap of our recent CTA event: open.substack.com/pub/ds4e/p/s...
That’s exactly what Indiana teachers are doing.
Read the recap of our recent CTA event: open.substack.com/pub/ds4e/p/s...
January 21, 2026 at 6:13 PM
“Preparing K–12 students for a future shaped by data and AI is no longer optional; it’s essential,” shared Hong Gao, and panelist at the Indiana Call to Action Summit.
That’s exactly what Indiana teachers are doing.
Read the recap of our recent CTA event: open.substack.com/pub/ds4e/p/s...
That’s exactly what Indiana teachers are doing.
Read the recap of our recent CTA event: open.substack.com/pub/ds4e/p/s...
Dr. King knew education isn't just about acquiring knowledge, but about sharpening our ability to discern facts from fiction. His words remind us education empowers us not only to understand the world, but to change it.
Explore the full text of his essay: hubs.li/Q03_0KVj0
Explore the full text of his essay: hubs.li/Q03_0KVj0
January 19, 2026 at 5:43 PM
Dr. King knew education isn't just about acquiring knowledge, but about sharpening our ability to discern facts from fiction. His words remind us education empowers us not only to understand the world, but to change it.
Explore the full text of his essay: hubs.li/Q03_0KVj0
Explore the full text of his essay: hubs.li/Q03_0KVj0
We’ve extended the Data+AI PD Week application deadline to Jan. 30!
Join us June 22–26 at the University of New Mexico for a 5-day, hands-on PD experience focused on data science, AI, and machine learning in the classroom.
Apply now: docs.google.com/forms/d/e/1F...
Join us June 22–26 at the University of New Mexico for a 5-day, hands-on PD experience focused on data science, AI, and machine learning in the classroom.
Apply now: docs.google.com/forms/d/e/1F...
January 15, 2026 at 7:44 PM
We’ve extended the Data+AI PD Week application deadline to Jan. 30!
Join us June 22–26 at the University of New Mexico for a 5-day, hands-on PD experience focused on data science, AI, and machine learning in the classroom.
Apply now: docs.google.com/forms/d/e/1F...
Join us June 22–26 at the University of New Mexico for a 5-day, hands-on PD experience focused on data science, AI, and machine learning in the classroom.
Apply now: docs.google.com/forms/d/e/1F...
Data literacy is a foundational workforce skill.
Our State of the Field report shows how K–12 data science is reshaping workforce preparation. In a new article @QuantHub breaks down that impact, highlighting Alabama’s leadership.
Read more: www.quanthub.com/the-critical...
Our State of the Field report shows how K–12 data science is reshaping workforce preparation. In a new article @QuantHub breaks down that impact, highlighting Alabama’s leadership.
Read more: www.quanthub.com/the-critical...
The Critical Role of Data Science and AI Curriculum in K–12 Education -
Discover how K–12 data science and AI education are transforming workforce readiness, expanding equity, and preparing students for the future of work.
www.quanthub.com
January 13, 2026 at 3:32 PM
Data literacy is a foundational workforce skill.
Our State of the Field report shows how K–12 data science is reshaping workforce preparation. In a new article @QuantHub breaks down that impact, highlighting Alabama’s leadership.
Read more: www.quanthub.com/the-critical...
Our State of the Field report shows how K–12 data science is reshaping workforce preparation. In a new article @QuantHub breaks down that impact, highlighting Alabama’s leadership.
Read more: www.quanthub.com/the-critical...
Assessment should help students understand their learning, not just measure it. Join us 2-18 at 6:30 pm ET to learn how classroom data can become meaningful stories that help students see themselves as learners.
Register: share.hsforms.com/1hpOK9KjqSue...
Register: share.hsforms.com/1hpOK9KjqSue...
January 12, 2026 at 3:51 PM
Assessment should help students understand their learning, not just measure it. Join us 2-18 at 6:30 pm ET to learn how classroom data can become meaningful stories that help students see themselves as learners.
Register: share.hsforms.com/1hpOK9KjqSue...
Register: share.hsforms.com/1hpOK9KjqSue...
Still thinking about applying for Data + AI PD Week? This is your reminder that there’s just one week left!
Spend 5 days working with real data, and digging into AI and machine learning you can bring back to your classroom. Apply by 1/15: docs.google.com/forms/d/e/1F...
Spend 5 days working with real data, and digging into AI and machine learning you can bring back to your classroom. Apply by 1/15: docs.google.com/forms/d/e/1F...
January 8, 2026 at 3:25 PM
Still thinking about applying for Data + AI PD Week? This is your reminder that there’s just one week left!
Spend 5 days working with real data, and digging into AI and machine learning you can bring back to your classroom. Apply by 1/15: docs.google.com/forms/d/e/1F...
Spend 5 days working with real data, and digging into AI and machine learning you can bring back to your classroom. Apply by 1/15: docs.google.com/forms/d/e/1F...
Happy 2026! 🎉
We’re kicking off the year with January #DataScienceDays, all about New Year’s resolutions and how data helps us learn about ourselves.
Watch the teaser 👇
youtube.com/shorts/Ah7F7...
Try a lesson, then celebrate with us on Jan 22 using #DataScienceDays 📊💙
We’re kicking off the year with January #DataScienceDays, all about New Year’s resolutions and how data helps us learn about ourselves.
Watch the teaser 👇
youtube.com/shorts/Ah7F7...
Try a lesson, then celebrate with us on Jan 22 using #DataScienceDays 📊💙
January 2026 Data Science Days Teaser
YouTube video by Data Science 4 Everyone
youtube.com
January 7, 2026 at 8:03 PM
Happy 2026! 🎉
We’re kicking off the year with January #DataScienceDays, all about New Year’s resolutions and how data helps us learn about ourselves.
Watch the teaser 👇
youtube.com/shorts/Ah7F7...
Try a lesson, then celebrate with us on Jan 22 using #DataScienceDays 📊💙
We’re kicking off the year with January #DataScienceDays, all about New Year’s resolutions and how data helps us learn about ourselves.
Watch the teaser 👇
youtube.com/shorts/Ah7F7...
Try a lesson, then celebrate with us on Jan 22 using #DataScienceDays 📊💙
New partnership alert🚨
NSTA and TuvaLabs are teaming up to bring local data and sensemaking to science classrooms! See them in action at a workshop in Anaheim as educators explore place-based data, datasets & classroom-ready strategies.
Register now: www.nsta.org/national-con...
NSTA and TuvaLabs are teaming up to bring local data and sensemaking to science classrooms! See them in action at a workshop in Anaheim as educators explore place-based data, datasets & classroom-ready strategies.
Register now: www.nsta.org/national-con...
National Conference on Science Education Anaheim 2026 Professional Learning Institute 2
www.nsta.org
December 18, 2025 at 3:03 PM
New partnership alert🚨
NSTA and TuvaLabs are teaming up to bring local data and sensemaking to science classrooms! See them in action at a workshop in Anaheim as educators explore place-based data, datasets & classroom-ready strategies.
Register now: www.nsta.org/national-con...
NSTA and TuvaLabs are teaming up to bring local data and sensemaking to science classrooms! See them in action at a workshop in Anaheim as educators explore place-based data, datasets & classroom-ready strategies.
Register now: www.nsta.org/national-con...
Calling all educators:
Do you have students using data to advocate for change — especially presenting their findings to state or local legislators?
We’re collecting real-world civic data projects for a short documentary-style series.
Share your story: docs.google.com/forms/d/e/1F...
Do you have students using data to advocate for change — especially presenting their findings to state or local legislators?
We’re collecting real-world civic data projects for a short documentary-style series.
Share your story: docs.google.com/forms/d/e/1F...
December 12, 2025 at 7:07 PM
Calling all educators:
Do you have students using data to advocate for change — especially presenting their findings to state or local legislators?
We’re collecting real-world civic data projects for a short documentary-style series.
Share your story: docs.google.com/forms/d/e/1F...
Do you have students using data to advocate for change — especially presenting their findings to state or local legislators?
We’re collecting real-world civic data projects for a short documentary-style series.
Share your story: docs.google.com/forms/d/e/1F...
Curious how data science fits into space science?
Join databot on Dec. 11 at 4pm PT to explore hands-on ways students use real data to investigate the universe.
👉 Register: tgrfoundation.tfaforms.net/f/VirtualWor...
Join databot on Dec. 11 at 4pm PT to explore hands-on ways students use real data to investigate the universe.
👉 Register: tgrfoundation.tfaforms.net/f/VirtualWor...
Fall 2025 Educator Workshops Registration Form
tgrfoundation.tfaforms.net
December 8, 2025 at 6:37 PM
Curious how data science fits into space science?
Join databot on Dec. 11 at 4pm PT to explore hands-on ways students use real data to investigate the universe.
👉 Register: tgrfoundation.tfaforms.net/f/VirtualWor...
Join databot on Dec. 11 at 4pm PT to explore hands-on ways students use real data to investigate the universe.
👉 Register: tgrfoundation.tfaforms.net/f/VirtualWor...
Teachers, are your students presenting data to school boards, district leaders, or policymakers this spring?
We are collecting stories of how students are affecting real change with real data, and we want to hear yours!
Submit here: docs.google.com/forms/d/e/1F...
We are collecting stories of how students are affecting real change with real data, and we want to hear yours!
Submit here: docs.google.com/forms/d/e/1F...
December 3, 2025 at 2:48 PM
Teachers, are your students presenting data to school boards, district leaders, or policymakers this spring?
We are collecting stories of how students are affecting real change with real data, and we want to hear yours!
Submit here: docs.google.com/forms/d/e/1F...
We are collecting stories of how students are affecting real change with real data, and we want to hear yours!
Submit here: docs.google.com/forms/d/e/1F...
Tomorrow, December 3 at 5:30 PM CT, join Think Data Ed for Stop Guessing! Bootstrap Your Way to Confidence, a hands-on workshop that makes confidence intervals click.
Register: thinkdataed.zoom.us/meeting/regi...
Register: thinkdataed.zoom.us/meeting/regi...
December 2, 2025 at 10:50 PM
Tomorrow, December 3 at 5:30 PM CT, join Think Data Ed for Stop Guessing! Bootstrap Your Way to Confidence, a hands-on workshop that makes confidence intervals click.
Register: thinkdataed.zoom.us/meeting/regi...
Register: thinkdataed.zoom.us/meeting/regi...
Heading to the NCSS conference in DC this weekend? Come to our teacher meet up on Sat Dec 6 from 6-7:30 ET!
You can expect warm vibes, great ideas, and social studies plus data talk!
RSVP for the location: share.hsforms.com/1ezjtKWWhQWu...
Can't wait to see you there!
You can expect warm vibes, great ideas, and social studies plus data talk!
RSVP for the location: share.hsforms.com/1ezjtKWWhQWu...
Can't wait to see you there!
December 1, 2025 at 4:38 PM
Heading to the NCSS conference in DC this weekend? Come to our teacher meet up on Sat Dec 6 from 6-7:30 ET!
You can expect warm vibes, great ideas, and social studies plus data talk!
RSVP for the location: share.hsforms.com/1ezjtKWWhQWu...
Can't wait to see you there!
You can expect warm vibes, great ideas, and social studies plus data talk!
RSVP for the location: share.hsforms.com/1ezjtKWWhQWu...
Can't wait to see you there!
Don't forget to apply by 12/8 for Data is Power, a free Young Data Scientists League that teaches grades 6–12 how to explore AI foundations, privacy, bias, labor, art, & environmental justice. No coding needed!
Read more about the program and apply here: www.youngdatascientists.org/power?utm_ca...
Read more about the program and apply here: www.youngdatascientists.org/power?utm_ca...
Data is Power — Young Data Scientists League
www.youngdatascientists.org
November 24, 2025 at 3:17 PM
Don't forget to apply by 12/8 for Data is Power, a free Young Data Scientists League that teaches grades 6–12 how to explore AI foundations, privacy, bias, labor, art, & environmental justice. No coding needed!
Read more about the program and apply here: www.youngdatascientists.org/power?utm_ca...
Read more about the program and apply here: www.youngdatascientists.org/power?utm_ca...
Helping students think with data is one thing — explaining the data moves behind their thinking is another. Tim Erickson just made that challenge easier in a new interview + Substack!
🔗 substack.com/home/post/p-...
🔗 datasciencelearning.org
🔗 substack.com/home/post/p-...
🔗 datasciencelearning.org
November 21, 2025 at 9:05 PM
Helping students think with data is one thing — explaining the data moves behind their thinking is another. Tim Erickson just made that challenge easier in a new interview + Substack!
🔗 substack.com/home/post/p-...
🔗 datasciencelearning.org
🔗 substack.com/home/post/p-...
🔗 datasciencelearning.org
Happy Thanksgiving-themed #DataScienceDay!
We’re sharing 3 new activities tied to pies, recipes, and holiday travel — all aligned to Strand C:
Toggle to your grade band here for the resources: datasciencelearning.org/concepts/fre...
And if you use them today, share with #DataScienceDay!
We’re sharing 3 new activities tied to pies, recipes, and holiday travel — all aligned to Strand C:
Toggle to your grade band here for the resources: datasciencelearning.org/concepts/fre...
And if you use them today, share with #DataScienceDay!
November 20, 2025 at 4:32 PM
Happy Thanksgiving-themed #DataScienceDay!
We’re sharing 3 new activities tied to pies, recipes, and holiday travel — all aligned to Strand C:
Toggle to your grade band here for the resources: datasciencelearning.org/concepts/fre...
And if you use them today, share with #DataScienceDay!
We’re sharing 3 new activities tied to pies, recipes, and holiday travel — all aligned to Strand C:
Toggle to your grade band here for the resources: datasciencelearning.org/concepts/fre...
And if you use them today, share with #DataScienceDay!