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Python Coding Rubric

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Preview of Sentiment Analysis Worksheet

Sentiment Analysis Worksheet

Created by
Johnny Macs
Before your students download a Python script or use an online sentiment tool, they need to understand the logic 'under the hood' to effectively defend their method. This worksheet acts as a manual validity check. It forces students to manually code a high-complexity text (JFK’s inaugural) to see exactly where automated algorithms fail—specifically with sarcasm, negation, and historical context. This is a powerful scaffolding activity that directly helps students write their Limitations and D
Preview of Candy Cane Coding

Candy Cane Coding

Inside this Candy Cane Coding activity printable is: • ASCII binary candy cane name page • ASCII code sheet • Teacher guide • What’s the STEAM Behind It? information section
Preview of Leadership Screener Excel Spreadsheet-Editable

Leadership Screener Excel Spreadsheet-Editable

treamline your gifted and talented program’s leadership screening with this easy-to-use Excel sheet designed to identify students with strong leadership potential. This tool allows educators to quickly input assessment data and automatically see results at a glance thanks to color-coded percentiles, making interpretation fast and intuitive. What’s Included: Editable Excel sheet for entering student scores on leadership tasks and observations. Automatic percentile calculation so you can see wh
Preview of AP Research Methods, Approaches & Design Part 1: Case Study to Experiment

AP Research Methods, Approaches & Design Part 1: Case Study to Experiment

AAcademic Paper: Methods SectionIntroduce your AP Research students to varied discipline-specific methods, approaches, and designs so they can select a fitting strategy and design a fully aligned research project that meets the criteria of the AP Capstone: Research Academic Paper Scoring Rubric. My students do really well on their papers. 27 Editable Google Slides - engaging, clean design, student-friendly languageApproaches Covered:Case StudyContent Analysis Correlational ResearchEthnographyEva
Preview of Qualitative Content Analysis Worksheet

Qualitative Content Analysis Worksheet

Created by
Johnny Macs
Move your students from passive listeners to active researchers! This ready-to-use worksheet is the perfect practical companion to any QCA lesson. Using a relevant, high-interest article on youth mental health and social media, the worksheet guides students through the critical steps of: Immersion & Initial CodingCreating Descriptive Codes and In-Vivo CodesDeveloping Abstract CategoriesReflecting on Methodological TrustworthinessStudents learn to identify latent meaning and practice the core sk
Preview of Research Method: Qualitative Content Analysis Bundle

Research Method: Qualitative Content Analysis Bundle

Created by
Johnny Macs
Equip your AP Research students with the essential qualitative skills they need to excel! This comprehensive, ready-to-use toolkit delivers a powerful lesson on Qualitative Content Analysis (QCA), one of the most rigorous and common methods for analyzing textual data. What's Included:Detailed PowerPoint Outline: Six step-by-step slides clearly defining QCA, detailing the iterative coding process, and outlining methods for ensuring research trustworthiness (credibility, dependability).Ready-to-A
Preview of Research Method: Sentiment Analysis

Research Method: Sentiment Analysis

Created by
Johnny Macs
We all have that student who wants to analyze 'how people feel' about a topic on social media or in literature, but struggles to turn that into a rigorous, measurable methodology. This slide deck is your solution. It introduces Sentiment Analysis not just as a cool tech tool, but as a valid mixed-method approach that aligns with the AP rubric. By teaching students how to transform qualitative text into quantitative data, you give them a pathway to run statistical tests (correlations, t-tests)
Preview of Introduction to Qualitative Content Analysis PowerPoint

Introduction to Qualitative Content Analysis PowerPoint

Created by
Johnny Macs
Stop wading through dense methodology texts! This concise, six-slide PowerPoint outline provides a high-impact, educator-friendly introduction to Qualitative Content Analysis (QCA). Specifically designed for AP Research and high-level social science classes, the presentation clearly breaks down QCA into manageable, systematic steps. It covers everything from defining the corpus and the unit of analysis, to the iterative process of coding and category development, culminating in the crucial crit
Preview of Cambridge AICE Sociology Research Methods One Pager

Cambridge AICE Sociology Research Methods One Pager

Created by
Samantha Lopez
Help your students master the fundamentals of sociological research methods from Chapter 2 of the Cambridge AICE Sociology (9699) with one‑pager assignment. This resource asks students to create a visually appealing page containing information on the five essential steps of the research process, requiring them to explain each step clearly and apply it to a real or hypothetical sociological example. The assignment promotes critical thinking, application of content, and visual literacy, ma
Preview of Research Method: Sentiment Analysis Bundle

Research Method: Sentiment Analysis Bundle

Created by
Johnny Macs
Transform your students' text-based projects from vague summaries into rigorous, mixed-methods research with this complete Sentiment Analysis Lesson Bundle. Many AP Research students want to analyze social media, speeches, or reviews, but they often struggle to turn that text into measurable data. This 'Teach & Apply' pack solves that problem. The PowerPoint provides the scaffolding: it breaks down the complex logic of Natural Language Processing into an accessible, step-by-step methodology sui
Preview of Mini Escape Experience | Enrichment | GT | Activity/Project | Any Subject

Mini Escape Experience | Enrichment | GT | Activity/Project | Any Subject

Give your students the challenge of designing their own mini escape experience! In this enrichment activity, students work collaboratively to create a fair, engaging escape-style challenge that classmates attempt to complete in under five minutes. This activity emphasizes critical thinking, creativity, collaboration, and clear communication without the pressure of "beating" the escape experience. This activity is perfect for: - Advanced Learning & Gifted and Talented groups - Enrichment block
Preview of Logic Puzzles - High School Math Activities | Summer Fall Winter Spring

Logic Puzzles - High School Math Activities | Summer Fall Winter Spring

Looking for engaging activities to keep your high school math or reading students busy all year? These Grid Logic Puzzles are perfect for 8th-12th grade students who enjoy critical thinking activities - and for teachers who need engaging, guilt-free "busy work" holiday activities! What’s Included:65+ challenging logic puzzles with helpful solving gridsFull answer keysA brief how-to guide to support students with logic puzzle basicsFeatured Seasons & Holidays:☀️ Summer🍁 Fall🎃 Halloween🎖️ Ve
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