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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
Tally Chart and Picture Graph First & 2nd Grade Math Science Turtle Life Cycle
Teach data skills with this tally chart and picture graph set. Students enjoy the turtle life cycle theme while practicing math grade 2 skills. This no prep graphing worksheet helps young learners count eggs, hatchlings, juveniles, and turtles. This printable resource supports 1st and 2nd grade math and science goals. Whats Included 5 unique worksheet variationsColor and ink-saving black and white versionsDetailed teacher notesFull answer keys for student self-correctionDetails The PDF includes
K - 2nd
Graphing, Numbers, Statistics
CCSS
1.MD.C.4
, 2.MD.D.10
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
Solving for MEAN: Mystery TURTLE Puzzle Cut & Paste Fun Math Activity
Looking for homework, classwork, workstations, or sub plans? This fun SEA TURTLE cut and paste math activity will reinforce your students' understanding of DATA & STATISTICS (FINDING MEAN). This activity offers an engaging, hands-on approach to learning that captivates students' attention and makes math enjoyable. Perfect for differentiated instruction, these activities provide immediate feedback, promote independent problem-solving, and encourage collaboration and social skills. As students p
5th - 8th
Math, Statistics
Life Cycle | Data and Graphing Worksheets Bundle | 1st & 2nd Grade Math | EOY
This bundle includes nine engaging Data & Graphing activities designed for 1st and 2nd grade learners. Included 9 resources. SunflowerBeeTurtleLadybugDuckFrogChickenButterflyFishEach set features a life cycle theme and guides students through counting with a legend, completing tally charts, building picture graphs, and answering comparison questions—fully aligned to CCSS 2.MD.D.10 and CCSS.1.MD.C.4. Both color and black‑and‑white versions are included, along with consistent layouts that sup
K - 3rd
Graphing, Numbers, Statistics
CCSS
1.MD.C.4
, 2.MD.D.10
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
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
Ocean Data & Graphing Activities | Data Analysis & Math Skills | Grades 3–5
Strengthen data analysis and graphing skills with this engaging 70-page Ocean Data & Graphing Activities workbook designed for Grades 3–5!Students explore exciting ocean-themed data while practicing graph reading, table interpretation, data comparison, mathematical reasoning, and problem-solving. Through marine animal surveys, ocean habitat investigations, and real-world data activities, students build confidence in understanding and using information.This workbook combines math and science conc
3rd - 5th
Applied Math, Graphing, 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
Animal Tracker
Animal Tracker Profile Resource Bring wildlife tracking to life in your classroom with this engaging Animal Tracker Profile Resource! Perfect for use with the Fahlo app or any animal tracking project, this resource helps students document, research, and analyze their tracked animal in a fun and interactive way. What’s Included?✅ Animal Profile Sheet – Record key details about your tracked animal ✅ Daily Tracking Log – Track movements, distances, and observations ✅ Research Page – Guide
Not Specific
Environment, Statistics
Maths Revision Sheets for NAPLAN Prep
These worksheets are designed for Year 3 students to complete at the beginning of the year. This is to help them revise Year 2 content and be introduced to some Year 3 content in Mathematics. These could also be used at the end of Year 2 for revision. What's included (24 pages - 1 page on each topic unless specified): Cover pageOdd and evenNumber sequencePlace valueAddition and subtractionMultiplication and division (2 pages)FractionsAustralian moneyPatternsTransformationsGrid maps and directio
2nd - 3rd
Measurement, Numbers, Statistics
Interpreting Tally Chart Activities
These tally chart activities can be used as a whole class, in small groups or for independent work. I use mine during maths rotations where I work with one group at a time on these questions. What's included: Favourite colours tally chartFavourite colours questionsFavourite sports tally chartFavourite sports questionsAUS and US spellings included.Printing I print the tally chart and corresponding questions double sided and then laminate the sheets. I then place them in a dry erase sleeve. Studen
1st - 2nd
Statistics
Also included in: Tally Chart Rotations Bundle
Tally Chart and Bar Graph Templates
These tally chart and bar graph templates were designed for Year 1-3 students based on the statistics strand of the Australian Curriculum. It will also suit other curriculums as well. The bar graph templates are differentiated and give varying levels of support. Templates have lines to model where students should write the title and headings. Bar Graph Version 1 (fits 7 categories, up to 10 votes) Level 1: The graph has the boxes to help students accurately record their results.Level 2: The gr
1st - 3rd
Math, Statistics
Statistics Tests - Collecting, Recording and Comparing Data
These tests were designed for Year 3 students based on the statistics strand of the Australian Curriculum. It will also suit other curriculums as well. AUS and US spellings included. 3 tests are included (4 pages): Tally chart test - Complete the missing information on the tally chart and answer interpretation questions.Collecting and recording data - Questions about appropriate survey questions and converting data from a list into a tally chart. Comparing data displays - Find similarities and
3rd
Math, Statistics
Also included in: Maths Test Bundle - Year 3
Statistics Tests - Differentiated - Tally Charts and Column Graphs
This test was designed for Year 1-3 students based on the statistics strand of the Australian Curriculum. It will also suit other curriculums as well. AUS and US spellings included. 5 tests are included (7 pages): Drawing tally charts & column graphs test - Counting in 1s - 2 pagesDrawing tally charts & column graphs test - Counting in 2s - 1 pageInterpreting column graphs test - Counting in 2s - 1 pageInterpreting column graphs test - Counting in 5s - 1 pageInterpreting column graphs test - Cou
1st - 3rd
Math, Statistics
CCSS
1.MD.C.4
, 2.MD.D.10
, 3.MD.B.3
Also included in: Maths Test Mega Bundle - Year 2
Task Cards - Tally Charts for Column and Picture Graph Drawing
These tally chart activities are great for math centres or math rotations. Whats included: 8 Task Cards - Used to make column graphs (2 pages).12 Task cards - Used to make picture graphs (3 pages). 1:2, 1:5 and 1:10 scales.AUS and US spellings included.Activity Ideas Fill in the missing totals.Use this information to create a column graph using blocks/counters.Use this information to draw a column or picture graph. Ask students questions about the tally charts.You may also like: Interpreting Ta
1st - 2nd
Statistics
Also included in: Tally Chart Rotations Bundle
Animal Tally Chart Activity
These tally chart activities can be used as a whole class, small group or independent activity. I use this during maths rotations. Three tally chart activities are included: ocean animals, farm animals and zoo animals. Instructions Print one copy of the animal picture cards. Cut and laminate.Print the tally chart you require for each student.Hold up a random animal picture card. Students record the result in the from of tally marks. Do this as many times as you require. (Alternatively, this cou
1st - 2nd
Statistics
Also included in: Tally Chart Rotations Bundle
Showing 1-24 of 28 results
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