Are your students struggling to interpret scatterplots and choose the right model for data?

Help them build confidence in data analysis and statistical reasoning with these targeted reading comprehension worksheets focused on scatterplots, correlation, and model selection.

This print-and-go resource makes it easy to integrate literacy into your AP statistics lessons with zero prep required.

This resource is designed to help Grade 12 AP students strengthen their understanding of scatterplots, correlation, residuals, and model selection through structured reading passages and carefully crafted comprehension questions.

Students will practice identifying patterns in data, distinguishing between linear and nonlinear relationships, and evaluating model fit using residuals and outliers.

The worksheets support deeper thinking by requiring students to analyze information, interpret graphical trends, and apply statistical reasoning to real-world scenarios.

Whether you are introducing scatterplots or reinforcing model selection concepts, this resource provides meaningful, standards-aligned practice that saves you time while supporting student success.

⭐ What’s Included

✅ 2 Reading Comprehension Worksheets

Each worksheet includes multiple reading-based questions focused on scatterplots, correlation, residuals, and model selection.

In total, students complete 50 questions that reinforce key AP statistics concepts.

✅ 1 Cloze Passage Worksheet (fill-in-the-blank version for support and differentiation)

This version helps students build vocabulary and reinforce understanding of essential terms like correlation, residuals, nonlinear models, and data patterns.

✅ TOTAL: 3 Print-Ready Worksheets

✅ Answer Sheets Included for EVERY worksheet

Clear and accurate answer keys are provided for all questions, making grading fast and efficient.

✅ Format: PDF (ready to print)

✅ Skills Students Practice

Scatterplot interpretation and analysis

Understanding positive, negative, and no correlation

Distinguishing between strong and weak relationships

Identifying linear and nonlinear patterns in data

Evaluating model fit using residuals

Understanding the impact of outliers on models

Selecting appropriate models based on data patterns

Analyzing relationships between two quantitative variables

Interpreting statistical vocabulary in context

Applying critical thinking to data analysis scenarios

💡 Suggested Uses

✔ Classwork or independent practice during statistics units

✔ Homework assignments to reinforce scatterplot concepts

✔ Review activities before quizzes or exams

✔ Test preparation for AP statistics assessments

✔ Science and math literacy integration

✔ Sub plans or emergency lesson plans

✔ Small group intervention for targeted support

✔ Early finisher activities for meaningful extension

✔ Differentiation using the cloze worksheet for additional support

These worksheets are especially helpful for guiding students through the process of linking visual data patterns to appropriate statistical models. For example, students analyze whether points form a straight-line pattern (indicating a linear model) or a curved trend (suggesting a nonlinear model).

They also evaluate how outliers can influence the slope of a regression line and why residuals are important for determining how well a model fits the data. These concepts are essential for success in AP-level statistics and data analysis.

Students will encounter questions that require them to think beyond surface-level understanding. They will determine what each point on a scatterplot represents, interpret upward or downward trends, and explain why recognizing correlation is critical for model selection.

They will also explore how residuals reveal whether a model accurately represents the data and how patterns in residuals can signal the need for a different model. These tasks promote deeper comprehension and prepare students for higher-level statistical reasoning.

The cloze passage adds an additional layer of support by reinforcing key vocabulary and concepts in context.

This is especially useful for students who need extra practice with academic language or benefit from structured scaffolding. It also works well for review sessions, helping students consolidate their understanding of terms like scatterplot, correlation, residuals, and model fit.

Teacher Notes

Print-ready PDF

Includes answer sheets for all 3 worksheets

Designed specifically for Grade 12 AP statistics and data analysis lessons

Covers essential concepts such as scatterplots, correlation, residuals, outliers, and model selection

Supports both math instruction and literacy development within the classroom

This resource is ideal for teachers looking to combine reading comprehension with rigorous statistical content while keeping lesson preparation simple and effective.