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AP Psychology PIN# Research Review Worksheet Data Analysis & Interpretation
This worksheet for AP Psychology uses data breaches including 3.4 million people's PIN numbers. Students examine the graph created with the PIN # data to examine items like frequency and correlation. Answers are included for the 10 questions that students must answer about the data. Questions:What is on the X-axis of this graph? What is on the Y-axis? What is represented by the line that runs from the lower left corner to the upper right corner of the graph? List three numbers that can be foun
9th - 12th
Basic Principles, Psychology, Statistics
Chi-Square Unit: AP Stats
Full unit for AP Stats over Chi-Square testing including: 3 practice worksheets with keys Free Response Practice with key AP Style Multiple Choice Review with key Powerpoint presentation to teach material Unit outline with suggested pacing and goals Test Bank in both Examview and word-processor formats
9th - 12th
Statistics
AP Stats Snowman Survival Game: Binomial & Geometric Probability Activity
❄️ Snowman Survival Game: Binomial & Geometric Probability Activity (AP Statistics & Algebra 2) Winter-Themed Probability Card Game • QR Codes • Task Cards • Self-Checking • AP Stats Bring some winter fun into your AP Statistics or Algebra 2 classroom with Snowman Survival, a fully self-checking, high-engagement probability game that helps students practice binomial and geometric distributions using real-world, winter-themed scenarios. Perfect for December, January, or any time you want a lig
9th - 12th
Statistics
Also included in: Cold Weather Probability Pack: AP Statistics Unit 4 Review Activities
Hypothesis Testing for Proportions Full Lesson | Statistics | AP Stats
Full high school statistics lesson on conducting Hypothesis Tests for Proportions! This lesson will fit in perfectly with your AP Statistics or regular level statistics curriculum. TI-84 steps are included, but this format will work for however you want your students to find those p-values NO PREP NEEDED! This resource includes: A fully animated PowerPoint presentation that walks students through each step one at a timeA matching student notes sheetA practice worksheet WITH ANSWER KEY!A link to
9th - 12th
Applied Math, Statistics
Football Super Bowl Day and College Football Math Games Task Cards
🏈 Super Bowl Football & College Football Math GamesInteractive Task Cards & ActivitiesMake math review fun and stress-free with these football-themed math games and task cards! This resource helps students practice key math skills through engaging, game-style activities that keep learners motivated and focused. Perfect for adding excitement to review lessons while reinforcing important math concepts. ⭐ Why Teachers Love This ✔ Fun football theme students enjoy ✔ Engaging review that feels l
1st - 12th
Other (ELA), Other (Math), Statistics
Statistics: Normal Curve Crooked Path Circuit (with remediation)
Engage your students with this interactive crooked path circuit on the Normal Distribution!This activity guides students through 25 stations that cover key concepts of the normal curve, including: Finding z-scores Using normalcdf and invNorm for probabilities and percentiles Comparing unusual values Applying the Empirical Rule Identifying cutoff scores for percentiles Students move through the circuit solving one problem per station. If they answer correctly, they continue along the crook
10th - 12th
Statistics
Pro Athlete Salary Z-Score & Percentile Activity – Real Data Statistics Practice
Make statistics exciting with this real-world sports data activity! Students will research the salaries of 10 professional athletes from a sport of their choice, then apply statistical concepts to analyze the data. Students will: Calculate the mean and standard deviation of their salary sample Compute the z-score for each athlete’s salary Determine the percentile ranking for each z-score Answer five analysis questions to deepen their understanding and interpretation This engaging activity b
10th - 12th
Applied Math, Money Math, Statistics
CCSS
HSS-ID.A.4
Math Exit Tickets Grades 9–12 | DOK Levels 1–3 | PDF + Google Slides | CCSS
Exit tickets for senior Math that match the depth and rigour of high school mathematical thinking. This pack gives you 36 DOK-leveled exit tickets across 12 skills from functions and proof through to calculus, matrices, and vectors. Every ticket has a structured working space and reasoning explanation area. DOK 3 prompts require the kind of extended justification expected at IB DP and AP level. What's Inside36 exit tickets across 12 Math skills3 DOK levels per skill (DOK 1–3)Working box on every
9th - 12th
Algebra, Calculus, Statistics
Binomial Distributions Walk Around Activity For Statistics and IB Math
Get your students engaged and moving with this Binomial Distributions Walk Around Activity, designed for IB Math AA & AI (HL/SL), AP Statistics, or high school Statistics classes. This interactive lesson includes 10 real-world word problems focused on binomial probability, encouraging critical thinking and application beyond simple calculator input. Students will: Identify key values (n, p, x) in context Solve for cumulative probabilities such as "at least", "at most", or "exactly" Use a
10th - 12th
Algebra 2, PreCalculus, Statistics
CCSS
HSS-CP.A.2
, HSS-MD.A.3
, HSS-MD.A.4
+2
AP Statistics: Teach the AI - Scatterplots and Linear Regression
Turn your students into teachers in this hands-on AP Statistics activity! Students “teach” an AI model the entire Scatterplots & Regression Models unit — from describing relationships to interpreting residuals, r², and unusual points. The AI starts with zero knowledge and only unlocks concepts when students define and exemplify them correctly. If they ask for help, the AI shows a worked example first, then gives a new problem for them to solve. What’s Included: ✅ Teacher Guide (explains setup
10th - 12th
Statistics
TED Talk: How many ways can you arrange a deck of cards?- Yannay Khaikin
This high school resource explores permutations and factorials through the example of a shuffled deck of cards. Students analyze large numbers, probability, and mathematical reasoning. Best for: Math, Statistics, Probability Includes • 20 discussion and comprehension questions • Analytical essay prompt • Structured essay with paragraph guidance and sentence starters • Classroom debate activity • Critical thinking discussion questions Grades: 9–12, College, Adult Ed | Print-and-go
9th - 12th, Adult Education, Higher Education
Applied Math, Other (Math), Statistics
TED Talk: How to spot a misleading graph- Lea Gaslowitz
This TED-Ed companion resource teaches students how graphs can mislead, exaggerate, or manipulate data despite appearing objective. Students explore common techniques such as scale distortion, cherry picking, missing context, and selective framing through real-world examples from advertising, politics, and science. The resource emphasizes critical thinking and data literacy skills essential for navigating modern media. Includes 20 high school/college-level discussion questions, an expanded, ev
9th - 12th, Adult Education, Higher Education
Other (Math), Other (Social Studies), Statistics
TED Talk: Should you trust unanimous decisions?- Derek Abbott
This resource explores the paradox of unanimity, examining why perfect agreement can sometimes signal error rather than truth. Students analyze uncertainty, systemic bias, and real-world examples through discussion, writing, and debate. Includes: 20 high school/college-level discussion questionsEvidence-based essay promptStructured essay prompt with paragraph guidance and sentence startersDebate with Position A, Position B, and class discussion startersIdeal for psychology, statistics, criminal
9th - 12th, Adult Education, Higher Education
Criminal Justice - Law, Psychology, Statistics
TED Talk: The psychology behind irrational decisions- Sara Garofalo
This resource explores heuristics and cognitive bias, examining why humans fear loss, misjudge probability, and rely on intuition. Students analyze psychological research, real-world examples, and decision-making errors through discussion, writing, and debate. Includes: 20 high school/college-level discussion questionsEvidence-based essay promptStructured essay prompt with paragraph guidance and sentence startersDebate with Position A, Position B, and class discussion startersIdeal for psycholo
9th - 12th, Adult Education, Higher Education
Economics , Psychology, Statistics
Box Plot Outlier 1.5xIQR Test using dice
Students roll dice and record how many throws it takes to roll "doubles." After 15 trials, the 5-number summary is calculated. Then outlier "fence posts" are computed, and then sketched, using the 1.5 IQR formula. A box plot is drawn and outliers - if any - are clearly plotted outside the fences. Note: If no student accumulates many rolls before rolling doubles - add your own pretend large outlier type result that you did at home.
10th - 12th
Statistics
IB SEHS: Normal Distribution in Athletes Body Measurements
Students will use google sheets to make a normal distribution histogram. Students are required to understand what normal distribution is and how to interpret data that falls outside of that. This document will guide students through through the process.
11th - 12th
General Science, Statistics
CCSS
HSS-IC.B.4
Titanic two-way contingency tables to determine dependency
Given two 2-way contingency tables, students calculate contingency percentages after completing 2-way tables involving Titanic survival stats and then Eczema cream effectiveness. By comparing percentages, it can be determined whether or not evidence for DEPENDENCE between two variables can be suggested.
10th - 12th, Adult Education, Higher Education
Applied Math, Statistics
CCSS, NGSS
W.11-12.1
, W.11-12.1a
, HS-ESS3-1
TED Talk: How Good are you at Calculating Risk?- Gerd Gigerenzer
Help your students cut through confusing statistics with this TED-Ed companion resource on relative vs. absolute risk. Using real-world examples like heart attack drugs, cancer screenings, and shark attacks, students will learn how risk is measured, why it’s reported differently, and how those differences shape decision-making. This resource includes: 20 high school/college-level discussion questions A structured essay prompt on interpreting risk An expanded debate topic on media responsibilit
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
IB SEHS: Coefficient of Variation (CV) in Sports Analytics
This product is designed to help students understand how and when to use the coefficient of variation and how to interpret the results.
11th - 12th, Higher Education
General Science, Statistics
TED Talk: The method that can “Prove” almost anything- James A. Smith
This critical-thinking resource accompanies the TED-Ed video on p-values, p-hacking, and the pitfalls of statistical misuse in scientific research. Designed for high school and college-level learners, the resource includes 20 engaging discussion questions, an expanded essay prompt, and a thought-provoking classroom debate topic. Topics explored include null hypotheses, false positives, statistical significance, data manipulation, and the emerging field of meta-science. This is a perfect resourc
9th - 12th, Adult Education, Higher Education
Biology, Psychology, Statistics
TED Talk: What is “Normal” and what is “Different”?- Yana Buhrer Tavanier
Challenge your students to rethink what “normal” really means with this thought-provoking TED-Ed companion resource. Ideal for high school and college classrooms, this resource explores the complex relationship between statistical norms, cultural expectations, and human diversity. Students will critically examine how the concept of “normal” is constructed, how it has been used historically and in modern systems, and why rethinking it can lead to greater equity and understanding. This resource in
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
IB SEHS: Standard Deviation in Athletic Performance KEY
Key: IB SEHS: Standard Deviation in Athletic Performance KEY
11th - 12th, Higher Education
General Science, Statistics
Sample Survey Vocab Quiz – Statistics Assessment with Key
This quick 7-question vocabulary quiz is perfect for assessing your statistics students' understanding of key terms related to survey methods. Use it as an exit ticket, homework assignment, or review activity during your sampling and survey unit. Vocabulary terms included: • Cluster • Bias • Simple Random Sample (SRS) • Stratified • Sample • Systematic • Population Make sure students are familiar with these concepts before administering the quiz. Great for high school statistics or AP/IB
9th - 12th
Other (Math), Other (Science), Statistics
CCSS
HSS-IC.A.1
TED Talk: Why is Texas Hold ‘em so Popular?- James McManus
Explore the thrilling history and strategic complexity of poker with this TED-Ed companion resource. Designed for high school and college-level learners, this resource includes 20 engaging discussion questions, an expanded essay prompt, and a nuanced debate topic. Perfect for lessons in U.S. history, economics, math (game theory), or psychology, this resource connects the evolution of poker with broader cultural, strategic, and mathematical concepts.
9th - 12th, Adult Education, Higher Education
Psychology, Statistics, U.S. History
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