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Preview of Python Data-Viz Crash Kit (HS) | CSV → Plot → Trendline → Insight

Python Data-Viz Crash Kit (HS) | CSV → Plot → Trendline → Insight

Students load a CSV, build scatter/line/bar charts with pandas + matplotlib, add a trendline and correlation, and write a 3-sentence CER insight— no installs when run in Google Colab. Includes mini-labs for Sports, Environment, School Survey, and Study Hours with starter code, virtual datasets, and answer keys. Standards: CSTA 3B-AP-10/14; CCSS HS-S.ID. Python-Data-Viz-Crash-Kit (1) What’s Included Teacher + Student Editions with step-by-step code cells and cheat sheets (load CS
Preview of AP | Programming Basics with Python | 30 Task Cards | Grade 9-12

AP | Programming Basics with Python | 30 Task Cards | Grade 9-12

Created by
Lesson Academy
Are your students new to programming and ready to explore Python basics in a hands-on way?This set of 30 Programming Basics with Python task cards is designed for high school students in Grades 9–12. These multiple-choice cards focus on core programming concepts, foundational syntax, and logic-building techniques that are essential for beginning coders. If you're teaching computer science, coding, or digital skills, these task cards make it easy to introduce and reinforce key ideas in an engagin
Preview of AP | Program Output Analysis | 30 Task Cards | Grade 9-12

AP | Program Output Analysis | 30 Task Cards | Grade 9-12

Created by
Lesson Academy
Are your students struggling to predict what code will output?This ready-to-use resource — Program Output Analysis | 30 Task Cards | Grade 9-12 — provides the essential practice students need to build fluency in reading and interpreting Python code. With each task card focused on a specific piece of code, this product helps students strengthen their logic skills and understand how different programming structures affect the final output. Whether you’re teaching Python basics, preparing for codi
Preview of Data Skills Add-On: Statistics & Graphing in Math, CS & Science

Data Skills Add-On: Statistics & Graphing in Math, CS & Science

Boost student confidence with quick, ready-to-use data skills activities—perfect for stats, math, computer science, or science crossover lessons. This add-on provides mini-labs and crash tools that let students practice graphing, correlation, regression, and chi-square analysis using Google Sheets or Python Colab. What’s inside Sports Analytics (Correlation/Regression): analyze player/team performance, scatterplots, r-values, and trend lines. Genetics Chi-Square Mini-Labs: model expected vs.
Preview of AP | Programming for Data Extraction | 30 Task Cards | Grade 9-12

AP | Programming for Data Extraction | 30 Task Cards | Grade 9-12

Created by
Lesson Academy
Are your students interested in coding, data, and real-world tech applications?Give them a practical introduction to programming for data extraction with this set of 30 task cards designed specifically for high school students in Grades 9–12. These task cards cover core concepts in using Python, SQL, APIs, and data tools to extract, clean, and interpret data — the exact skills students need in today's data-driven world. Whether you’re teaching an introductory data science unit, a computer scienc
Preview of AP | Interpreting Code Output & Logic | 30 Task Cards | Grade 9-12

AP | Interpreting Code Output & Logic | 30 Task Cards | Grade 9-12

Created by
Lesson Academy
Are your students ready to move beyond writing code and start understanding what it actually does?This set of Interpreting Code Output & Logic | 30 Task Cards | Grade 9-12 is the perfect tool for helping high school students analyze and interpret information extracted from programs. Focused on output, data structures, functions, logic, and core programming concepts, this resource bridges the gap between writing code and thinking like a developer. Whether you're teaching Python, Java, HTML, or g
Preview of Summarizing Data Programmatically Reading Comprehension Worksheets | Grade 12 AP

Summarizing Data Programmatically Reading Comprehension Worksheets | Grade 12 AP

Created by
Quantum Quest
Are your students struggling to interpret data, understand statistical measures, and explain results clearly? Help them build strong data literacy and reading comprehension skills with these focused worksheets on summarizing data programmatically. This ready-to-use resource brings real-world data concepts into your classroom with zero prep required. This resource is designed to support Grade 12 Advanced Placement learners as they explore how data is summarized, analyzed, and interpreted using pr
Preview of Data Transformation Reading Comprehension Worksheets | Grade 12 AP

Data Transformation Reading Comprehension Worksheets | Grade 12 AP

Created by
Quantum Quest
Are your students struggling to understand how data becomes meaningful insights in computer science? Bring clarity to complex concepts with these data transformation reading comprehension worksheets designed specifically for advanced learners. This ready-to-use resource helps students connect theory to real-world applications while strengthening reading and analytical skills. This resource is designed to support Grade 12 AP students in building a deep understanding of data transformation concept
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