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Data Science with Python - Unit
This lesson sequence offers students and teachers a way to develop data science skills using the Python programming language. Through a mix of “plugged” and “unplugged” activities, students engaging with the lessons in this sequence will learn about different types of data, create and evaluate data visualizations, and identify patterns in data sets using descriptive statistics, modeling, and other techniques. At the end of the sequence, students generate an original research question based on th
9th - 12th
Computer Science - Technology, Other (Math), Statistics
Python Coding 2025 Lessons -Grade 9 Destreamed MATH (MTH1W1)
This complete coding unit introduces Grade 9 students to Python through engaging, real-world math and financial applications. It’s aligned to Ontario MTH1W Destreamed Math (Strand D: Coding) and CodeHS / Google Classroom integration, focusing on computational thinking, financial literacy, and problem-solving. Students learn to analyze, model, and automate mathematical and financial scenarios using core programming concepts — with scaffolded lessons, guided examples, student worksheets, and
9th - 12th
Applied Math, Financial Literacy, Statistics
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
9th - 12th
Algebra, Computer Science - Technology, Statistics
Also included in: Cross-Curricular Data & Evidence Bundle: Science, Stats & Python
AP | Programming Basics with Python | 30 Task Cards | Grade 9-12
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
9th - 12th
Computer Science - Technology, Instructional Technology, Statistics
Python software Secondary Data Analysis Workshop (Introductory/AP Statistics)
This handout is intended for those interested in teaching/learning basic introductory statistics concepts to analyze real data. Students will learn how to tell a story using secondary data analysis. The handout is for Python and the US Longitudinal Study of Adolescent Health data set. For handouts, the data set code book and raw data file, a PowerPoint to accompany the handout, or questions please email kristin.flaming@gmail.com or ldierker@wesleyan.edu. This handout was developed as a condensed
9th - 12th, Higher Education
Statistics
AP | Program Output Analysis | 30 Task Cards | Grade 9-12
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
9th - 12th
Computer Science - Technology, Instructional Technology, Statistics
SAS software Secondary Data Analysis Workshop (Introductory/AP Statistics)
This handout is intended for those interested in teaching/learning basic introductory statistics concepts to analyze real data. Students will learn how to tell a story using secondary data analysis. The handout is for SAS (email for R, SPSS, Stata, & Python), a free cloud based system and the US Longitudinal Study of Adolescent Health data set. For handouts on setting up a free SAS account, the data set code book and raw data file, a PowerPoint to accompany the handout, or questions please ema
6th - 12th, Adult Education, Higher Education
Applied Math, Computer Science - Technology, Statistics
CCSS
6.SP.A.1
, 6.SP.A.2
, 6.SP.A.3
+55
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.
9th - 12th
Algebra, Computer Science - Technology, Statistics
AP | Programming for Data Extraction | 30 Task Cards | Grade 9-12
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
9th - 12th
Computer Science - Technology, Instructional Technology, Statistics
Translation Code
As part of our NSF-funded passion-driven statistics project, we have just started to share more widely our “translation code” aimed at supporting folks in learning code-based software and in moving more easily between them. The pdf includes all of the basic syntax for managing, displaying and analyzing data, translated across SAS, R, Python, Stata and SPSS. http://bit.ly/PDSTranslationCode. For more information about our warm and welcoming data-driven curriculum, check out https://passiondrive
6th - 12th, Adult Education, Higher Education
Computer Science - Technology, Statistics
CCSS
6.SP.A.1
, 6.SP.A.2
, 6.SP.A.3
+55
Data Rookies LABS: Data Mining with Orange - Instructor PDF
*********************'************************************************************Please review the product preview accessible on this page for detailed info about this curriculum and book********************************************************************************* Data Rookies Labs: Data Mining with Orange – Instructor EditionTPT Exclusive PDF Workbook | Visual, No-Code Labs for Teaching Data MiningThis no-code lab workbook is perfect for teachers introducing data mining through Orange,
9th - 12th, Adult Education, Higher Education
Business, Computer Science - Technology, Statistics
AP | Interpreting Code Output & Logic | 30 Task Cards | Grade 9-12
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
9th - 12th
Computer Science - Technology, Instructional Technology, Statistics
Passion-Driven Statistics E-book (Introductory/AP Statistics Course Textbook)
Passion-Driven Statistics is an NSF-funded, multidisciplinary, project-based curriculum that supports students in conducting data-driven research, asking original questions, and communicating methods and results using the language of statistics. The curriculum supports students to work with existing data covering psychology, health, earth science, government, business, education, biology, ecology and more. From existing data, students are able to pose questions of personal interest and then use
6th - 12th, Adult Education, Higher Education
Applied Math, Statistics
CCSS
6.SP.A.1
, 6.SP.A.2
, 6.SP.A.3
+55
Summarizing Data Programmatically Reading Comprehension Worksheets | Grade 12 AP
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
12th
Algebra, Computer Science - Technology, Statistics
Data Transformation Reading Comprehension Worksheets | Grade 12 AP
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
12th
Algebra, Computer Science - Technology, Statistics
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