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Bad Data Visualization: 9 Examples to Learn From - Luzmo
Grades
7 to 12tag(s): charts and graphs (184), critical thinking (191), data (212), visualizations (15)
In the Classroom
Show students one of the bad visualization examples from the blog (or similar recreated ones) and ask them to identify what's wrong. Have them vote or discuss in small groups before revealing the explanation. Print out or display several flawed graphs around the room. Have students rotate through stations, writing brief critiques and suggestions for improvement at each one. Over the course of a week, have students find real-world data visualizations in news articles, ads, or websites. They'll critique each one using tips from the blog and explain how the visual might influence interpretation.You must be registered and logged in to add items to your favorites.
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25+ Impressive Data Visualization Examples 2025 - Maptive
Grades
6 to 12tag(s): charts and graphs (184), data (212), maps (220), visualizations (15)
In the Classroom
Have students collect classroom data (e.g., favorite school subjects, birthplaces, or daily routines) and use Maptive's free trial to create visual representations like heat maps or pin maps. Have students research local data (such as park locations, library usage, or traffic accidents) and use Maptive to build an interactive map that tells a story about their community. In small groups, have students select a social or environmental issue (such as pollution, food deserts, or deforestation) and use Maptive to create maps to support a digital presentation or report, emphasizing how data visualization enhances their message.Add your comments below (available only to members) | Become a Member
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HARDEST Probability questions: ACT MATH SAT ACT MATH - Aktan Education
Grades
9 to 12This site includes advertising.
tag(s): data (212), probability (133), statistics (127), test prep (67)
In the Classroom
Begin class with one or two probability problems inspired by the video. Let students work in pairs and explain their reasoning to a partner or the class. Set up stations with dice, coins, cards, and spinners. Have students calculate compound and straightforward probabilities before progressing to more complex, multi-step scenarios like those in the video. Organize a friendly competition in which students tackle SAT/ACT-style probability problems, earning points for accuracy and explanations to build confidence and test-taking stamina. Include this video and other practice SAT and ACT resources in NotebookLM, reviewed here to create additional practice materials including quizzes, flashcards, videos, and audio podcasts.Add your comments below (available only to members) | Become a Member
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Responding with Wonderment and Awe (Habit of the Mind) - TeachersFirst
Grades
K to 12tag(s): thinking skills (137), visual thinking (16)
In the Classroom
Help your students learn and practice the habits of responding with wonderment and awe. This list includes resources for all grades. Read each resource's Classroom Use section to learn ways to incorporate the information in your lessons.Add your comments below (available only to members) | Become a Member
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The 30 Best Data Visualizations of 2025 - Visme
Grades
4 to 12This site includes advertising.
tag(s): charts and graphs (184), data (212), infographics (73), probability (133), statistics (127)
In the Classroom
Print or project several visualizations from the blog around the classroom. Have students rotate in small groups to analyze each one, answering prompts like: "What story is this data telling?" "Is the design effective?" and "Who is the intended audience?" After studying examples from the blog, students select a dataset (from class or a trusted site like Our World in Data or NASA) and use free tools like Canva reviewed here or Google Drawings reviewed here to create an infographic that tells a clear story. Give students a set of data descriptions (e.g., survey results, historical timelines, location-based statistics) and ask them to choose the best visualization type for each. Then, they justify their decisions using examples from the blog.Add your comments below (available only to members) | Become a Member
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Plinko Probability - PhET's Simulations
Grades
6 to 12tag(s): data (212), probability (133), simulations (46), statistics (127)
In the Classroom
Before launching the simulation, ask students to predict which bin will collect the most balls and why. Then run the simulation and compare the actual distribution to their predictions, sparking discussion on probability and symmetry. Guide students in calculating the theoretical probability of a ball landing in each bin and comparing it to their experimental results from the simulation. Extend the task by having students graph using Canva Edu reviewed here. They can show both distributions on the same chart. For a creative extension, have students design a real or digital version with Scratch reviewed here of a Plinko-style game with modified rules or peg arrangements. They must explain the probability model behind their game and predict patterns of outcomes. Browse through PHET reviewed here to find other simulations to explore probabilities in other ways.Add your comments below (available only to members) | Become a Member
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Dr. Nic's Math and Stats - Dr. Nic
Grades
9 to 12This site includes advertising.
tag(s): charts and graphs (184), data (212), probability (133), statistics (127)
In the Classroom
Assign different students or groups a specific Dr. Nic video (e.g., on probability or data displays). Each group summarizes key takeaways and teaches the concept to the class using visuals or examples from the video. After watching a video on data representation or analysis, students collect their own classroom data (e.g., favorite snacks, hours of sleep, number of siblings) and represent it using methods shown in the video, such as bar graphs or pie charts, using a digital tool such as LiveGap Charts reviewed here. While watching a video on probability or statistics, pause at key moments and have students predict outcomes, complete problems, or answer guided questions.Add your comments below (available only to members) | Become a Member
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Explorations in Data Science - Youcubed
Grades
9 to 12tag(s): bias (33), coding (111), data (212), functions (58), probability (133), simulations (46), variables (21)
In the Classroom
Begin class with a short "Data Talk" using a chart, graph, or infographic from a real-world source. Ask students what they notice, wonder, and infer, then connect their observations to concepts like variability, center, or bias. Provide students with a messy or incomplete dataset. Ask them to identify inconsistencies, fix formatting, and decide how to handle missing or extreme values--an essential real-world skill in data science. Have students gather data from their school or local community (e.g., lunch preferences, screen time, walking distances) and organize it using Google Sheets. Extend the activity by having them analyze the data and present their findings visually.Add your comments below (available only to members) | Become a Member
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Edcafe AI - Edcafe
Grades
K to 12tag(s): artificial intelligence (348), assessment (140), flash cards (47), Formative Assessment (44), images (273), presentations (48), Teacher Utilities (223)
In the Classroom
Include Edcafe with your other AI-generation resources to increase productivity and effectiveness for your educational needs. For example, save time by using the planning tools to generate lessons based on your teaching standards or to create a presentation using your teaching materials. Create formative assessments with the YouTube quiz creator to extend student learning as part of flipped or blended lessons, or during station rotation activities.Edge Features:
Includes an education-only area for teachers and students
Parent permission advised before posting student work created using this tool
Requires registration/log-in (WITH email)
Premium version (not free) includes additional features or storage
Products can be shared by URL
Includes teacher tools for registering and/or monitoring students
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Gathering Data Through All Senses (Habit of the Mind) - TeachersFirst
Grades
K to 12tag(s): senses (23), thinking skills (137)
In the Classroom
Share these resources with your students to learn more about gathering data through all senses. Share a link to this collection on your school web page. Find resources to incorporate into your lessons.Add your comments below (available only to members) | Become a Member
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Creating, Imagining, Innovating (Habit of the Mind) - TeachersFirst
Grades
K to 12tag(s): creativity (93), makerspace (43), thinking skills (137)
In the Classroom
Help your students learn and practice the habits of creating, imagining, and innovating. This list includes resources for all grades. Read each resource's Classroom Use section to learn ways to incorporate the information in your lessons.Add your comments below (available only to members) | Become a Member
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Thinking and Communicating with Clarity and Precision (Habit of the Mind) - TeachersFirst
Grades
K to 12tag(s): communication (125), thinking skills (137)
In the Classroom
Discover new tools to try in your classroom that foster thinking and communicating with clarity and precision. Also, explore the professional resources (for you). Each review includes classroom use ideas. Read the details of each resource and find the ones that will work for you and your students.Add your comments below (available only to members) | Become a Member
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Striving for Accuracy (Habit of the Mind) - TeachersFirst
Grades
K to 12tag(s): thinking skills (137)
In the Classroom
Help your students learn and practice striving for accuracy. This list includes resources for all grades. Read each resource's Classroom Use section to learn ways to incorporate the information in your lessons.Add your comments below (available only to members) | Become a Member
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Statistics and Probability - PBS LearningMedia
Grades
6 to 12tag(s): charts and graphs (184), data (212), patterns (78), probability (133), statistics (127)
In the Classroom
Have students watch a video clip from the resource that introduces a data set or real-world scenario. Then, ask them to organize the data into a table or graph using a digital tool such as Visualize Free reviewed here and draw conclusions based on patterns they observe. Students can collect and organize real data from a simple classroom experiment (such as coin tosses or plant growth over time), then use their findings to make predictions and write a short explanation of the probability involved. Use one of the digital simulations included in the resource to explore randomness and probability. After the simulation, have students explain the outcome, reflect on what surprised them, and connect it to a real-life example.Add your comments below (available only to members) | Become a Member
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Engaging Probability Games and Activities - Math = Love
Grades
4 to 12This site includes advertising.
tag(s): data (212), probability (133)
In the Classroom
Students simulate the game show using classroom materials or spreadsheets to explore fractional, decimal, and percent representations of probability. Enrich the activity by asking students to explain expected value and decision-making. Have the class play the Greedy Pig Dice Game. This is a quick, risk-based game where students roll the dice to earn points but lose everything if a one appears. Use it to spark discussion on probability, risk-taking, and decision-making. Follow up with a reflection on strategies. Place colored cubes or tokens in an opaque container to play Mystery Box Probability. Have students draw multiple samples, record the outcomes, and use the data to make inferences about the contents, encouraging reasoning and estimation skills with experimental probability.Add your comments below (available only to members) | Become a Member
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Persisting (Habit of the Mind) - TeachersFirst
Grades
K to 12tag(s): thinking skills (137)
In the Classroom
Share these resources with your students to learn more about the importance of persistence. Share a link to this collection on your school web page. Find resources to incorporate into your lessons.Add your comments below (available only to members) | Become a Member
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Habits of Mind Explorer - Habits of Mind Insitute
Grades
K to 12tag(s): critical thinking (191), preK (327), problem solving (287), social and emotional learning (205), thinking routines (62), thinking skills (137)
In the Classroom
Include this resource as part of a project-based learning unit by having students choose one habit to focus on as they work through a complex challenge. For a social studies project exploring historical figures, students can analyze which habits, like Taking Responsible Risks or Striving for Accuracy, were most critical to their subject's success. After conducting research, students can organize their insights and provide examples of these habits in action by creating a collaborative digital board with Lino, reviewed here. To take the reflection deeper, ask students to map out their own growth in that specific habit by creating a visual journey or mind map using MindMup, reviewed here shifting focus from just learning facts to understanding the mental behaviors that drive achievement, helping students become more self-aware and intentional learners.Add your comments below (available only to members) | Become a Member
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Mindset Journal - Youcubed
Grades
K to 12tag(s): journals (27), student-centered (8), thinking skills (137)
In the Classroom
Have students complete a short journal entry at the end of the day reflecting on a challenge they faced and how they worked through it. This form of journaling builds self-awareness and reinforces the idea that effort leads to growth. Have students write one skill they are still working on using a "I can't do this yet" statement from the journal. Post journal responses on a class bulletin board to celebrate perseverance and normalize learning struggles. At the start of a new unit, have students set a personal learning goal in their journal. Midway through the unit, they revisit their entry to reflect on progress, strategies, and mindset shifts.Add your comments below (available only to members) | Become a Member
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ChatGPT for Teachers - ChatGPT
Grades
K to 12tag(s): artificial intelligence (348), chat (42), presentations (48), professional development (297)
In the Classroom
Use this educational version of ChatGPT for a wide range of classroom and professional needs. Create lesson plans that align with your state standards, upload your current lessons to create assessments or differentiate learning activities, or find new resources to supplement your current teaching materials. Take advantage of the integration with Canva, reviewed here, to create infographics, presentations, and other materials to enhance student learning. Canva is available through an app in this version of ChatGPT. Follow the instructions to link your accounts for easy access to all available features. Learn more by viewing the archive of OK2Ask: AI for Educator Excellence: Reclaiming Time and Enhancing Instruction, reviewed here, find out more about Canva's AI features by watching OK2Ask: Interactive Lessons with Canva's AI Magic Tools, reviewed here.Add your comments below (available only to members) | Become a Member
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Flexi - CK-12
Grades
K to 12tag(s): artificial intelligence (348), chat (42), professional development (297), Teacher Utilities (223)
In the Classroom
Share Flexi with students to use as a homework helper and tutor, allowing them to practice and reinforce skills at home. Utilize Flexi as a professional helper when writing IEPs, planning lessons, and communicating with parents and your community.Add your comments below (available only to members) | Become a Member
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