Science Data Analysis
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AP Bio Data Analysis Mega-Bundle: MMMR + Standard Deviation & SEM
✨Equip your students with the full range of AP Biology–aligned data analysis skills—from simple averages all the way to standard deviation, standard error of the mean, and error bars. This comprehensive Descriptive Statistics Mega-Bundle includes everything you need to teach, practice, reinforce, and assess Mean, Median, Mode & Range AND Standard Deviation/SEM. Across PDF presentations, guided notes, video lessons, skills practice, cut-and-paste review, quizzes, FRQs, and graphing activities,
9th - 12th
Biology, General Science, Statistics
CCSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.A.3
+22
Walking Rainbow St. Patrick's Day Science
Bring meaningful science investigation into your classroom with this engaging Walking Rainbow Lab that goes beyond observation and into real data analysis, graphing, and evidence-based writing! Students investigate the driving question: How quickly does water move through a paper towel?This two-day NGSS-aligned lab integrates: Hands-on investigationMeasurable data collectionGraphing resultsInformational text readingClaim-Evidence-Reasoning writingScientific vocabulary developmentThis is not ju
2nd - 5th
General Science, Graphing, Reading
NGSS
4-LS1-1
, 2-LS2-1
, 3-LS1-1
+1
AP Biology Null Hypothesis Practice | Data Analysis & Exam Prep
✨Make the null hypothesis easy for your AP Biology students with this ready-to-use practice activity. Using real lab-style data, students learn how to write, test, and explain null hypotheses — skills that are essential for labs, data analysis, and the AP Biology exam. ✅This resource is completely no-prep: you’ll get a student handout, a guided answer key, and even a video lesson to support instruction. Perfect for review, sub days, or pairing with AP Biology labs. ⏰Save time while helping
9th - 12th
Biology, General Science, Statistics
CCSS, NGSS
RST.11-12.7
, RST.11-12.9
, WHST.11-12.1
+2
Also included in: AP Biology Statistics Bundle | SD, SEM, Error Bars & Graphing Practice
Forensic Science Blood Spatter Lab | Angle of Impact | NGSS TEKS VOL CCSS
Master blood spatter analysis with this engaging, standards-aligned lab that explores how angle of impact affects bloodstain patterns. Students analyze simulated blood droplets to understand the relationship between impact angles and stain dimensions, developing essential STEM skills in data collection, measurement, and analysis. This cross-disciplinary activity integrates physics, biology, and mathematics while teaching authentic forensic investigation techniques used by professiona
10th - 12th
Forensics, Math, Physics
CCSS, NGSS
HSG-SRT.B.5
, HS-ETS1-4
Genetic Drift Data Analysis Group Presentations
Students work in group to become an expert on each real life example of genetic drift (Bottleneck effect or Founder's effect). Students create appropriate graphs to represent the data, make claims/predictions, identify whether the example demonstrates bottleneck effect or founder's effect, and describe the impact on genetic diversity of the population. There is an instruction pages and 6 different real life data sets for student groups to work through and then present to their peers. I like to p
9th - 12th
Biology, Graphing
NGSS
HS-LS3-3
, HS-LS3-1
, HS-LS4-2
+1
St Patrick’s Day Science STEM Activity – Four Leaf Clover & Shamrock Math Game
This St Patrick’s Day science and math game is a hands-on STEM challenge where kids design and test a four leaf clover flying disc while exploring probability with shamrock math / leprechaun math Students complete the building and testing with physical materials, then use Google Slides for data collection, design analysis, and extensions. This approach keeps hands-on learning at the center while using digital tools for deeper thinking. ➡️ How the St Patrick’s Day Science & Math Game Works:K
2nd - 8th
Engineering, Other (Math), Social Emotional Learning
NGSS
K-2-ETS1-2
, K-2-ETS1-3
, MS-ETS1-2
+7
How to Catch a Leprechaun STEM Activity Leprechaun Trap St Patrick’s Day Science
Bring St Patrick’s Day science to life with this engaging How to Catch a Leprechaun STEM activity, designed around a classic leprechaun trap project with Google Slides support. In this hands-on leprechaun trap STEM activity, kids design and build a trap capable of catching a tricky leprechaun using simple materials and clear engineering constraints. Google Slides are used for planning, data collection, design analysis, and reflection, making this a flexible option for classrooms that want di
2nd - 8th
Engineering, Other (Math), Social Emotional Learning
NGSS
K-2-ETS1-2
, K-2-ETS1-3
, MS-ETS1-2
+7
Winter Science Escape Room | Holiday Science Review Activity | Grades 6–8
❄️ The Case of the Missing Winter Break ❄️ A Holiday-Themed Science Escape Room for Grades 6–8Engage your students with this winter-themed science escape room where they must solve clues, crack codes, and apply science knowledge to uncover who took Winter Break!Perfect for December review days, before-break lessons, early finishers, or sub plans, this low-prep activity keeps students learning while having fun. 🔐 What’s Included: ✔️ 5 Winter Science Challenges (printable, full-color) ✔️
5th - 8th
Astronomy, Earth Sciences, Mental Math
AP Biology PDF Presentation: Mean, Median, Mode & Range for Data Analysis
⭐Help your AP Biology students master mean, median, mode, and range in the exact way they are expected to use them on the AP Biology exam. This ready-to-use, non-editable PDF presentation goes far beyond middle school math definitions and shows students how and why these statistical measures matter in real biological investigations. Students learn to calculate, interpret, compare, and justify statistical choices using authentic AP-style experimental contexts. 🎯This resource is ideal for: I
9th - 12th
Biology, General Science, Statistics
CCSS
HSS-ID.A.1
, HSS-ID.A.2
, RST.11-12.7
+2
Biology Data Analysis Game: Statistics Graphing Escape Room Review
Graphing Game Activity | Data Analysis Practice | Line Graphs, Histograms, Scatterplots & More Turn graphing into a hands-on, interactive game your students will actually enjoy. This print-and-play puzzle activity helps students master graphing and data analysis by matching graph types with real-world descriptions. Instead of memorizing definitions, students actively apply their understanding—making this perfect for deeper learning and test prep.hat’s Included 8 graphing puzzle pieces (questi
8th - 12th, Adult Education, Higher Education
Biology, Other (Science), Statistics
CCSS, NGSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.A.3
+10
Ask, Survey, Analyze! A Complete Data Science & Statistics Project
This multi-lesson “Data Detective” resource gives students a complete, authentic introduction to data science — from designing surveys, to collecting real data, to analyzing patterns, to drawing evidence-based conclusions. Perfect for enrichment, science fair projects, independent research, STEM extensions, or exploratory statistics for elementary, middle, or high school. Perfect For Science fair projects Enrichment / Gifted & Talented STEM programs Upper-elementary, middle, or high school M
5th - 10th
Applied Math
St. Patrick's Day Science STEM Activities with Google Slides - 5 Fun Challenges
Looking for St Patrick’s Day science, STEM and math activities? This hands-on St Patrick’s Day STEM bundle includes a leprechaun trap project, four leaf clover shamrock math, pot of gold challenges using gold coins and more with Google Slides used for data collection, design analysis, and extensions. 🍀 What’s Included in This St Patrick’s Day STEM Bundle:✅ Five Themed St. Patrick’s Day STEM Challenges:🌈 Guard the Gold: Create a contraption to protect the leprechaun’s pot of gold👑 Get t
2nd - 8th
Engineering, Other (Math), Social Emotional Learning
NGSS
K-2-ETS1-2
, K-2-ETS1-3
, MS-ETS1-2
+6
Data Analysis: Types of Graphs Grade Level: 6th – 8th (Editable)
Data Analysis: Types of GraphsGrade Level: 6th – 8th GradeDescription: A broad overview of different data visualization methods, including Line Graphs, Bar Graphs, Stem-and-Leaf Plots, and Box-and-Whisker Plots. It challenges students to choose the best type of graph for specific scenarios (e.g., plant growth over time).How to Use: Use as a Quiz or Review. The slides are set up as multiple-choice questions (e.g., "Which value is NOT used in a box-and-whisker plot?"), making it perfect for use wi
7th - 12th, Adult Education, Higher Education
Algebra, Math Test Prep, Physics
Kindergarten Weather Unit Science K-ESS2-1 - Journals, Charts, Graphs, and More
Make observing and tracking weather fun and educational with this Kindergarten Weather Graphs and Journals Unit! Perfect for daily science routines, this engaging resource helps young learners build foundational skills in weather observation, data collection, graphing, and analysis. It includes weather tally charts, graphing pages, monthly weather journal pages, and colorful monthly covers to keep students organized and motivated. This resource aligns with Kindergarten NGSS Science Standa
PreK - 1st
Balanced Literacy, Earth Sciences, Graphing
Graphing & Data Analysis Notes & Summative Activity | NGSS SEP 2, 4 & 5
📊 “Meet Your Classmates” Graphing Activity — Updated & Emoji-EnhancedMake graphing relevant, hands-on, and student-driven with this “Meet Your Classmates” Graphing Activity 🌟 A flexible, standards-aligned resource designed to build data literacy while helping students connect with each other. Perfect for the first month of school, after a break, or as a summative graphing review, this activity reinforces skills in data collection, graphing, and understanding both qualitative and quant
8th - 12th
Basic Principles, General Science, Graphing
Data Analysis Project Accuracy of Time Telling Devices
Middle school students discover the accuracy of ancient and modern time-telling devices.This project is part of a bundle: Ancient Time Bundle. Measuring time has continuously evolved throughout human society. Modern time-telling devices measure in its smallest unit, increasing its accuracy compared to ancient clocks of early civilizations. This project aims to have students collect, analyze, compare and interpret data to understand the importance of accuracy in measuring time. The resourc
6th - 9th
Math, Measurement, Science
Also included in: STEAM Project on the History of Time
AP Psychology PIN# Research Review Worksheet Data Analysis & Interpretation
This worksheet for AP Psychology uses data breaches including 3.4 million people's PIN numbers. Students examine the graph created with the PIN # data to examine items like frequency and correlation. Answers are included for the 10 questions that students must answer about the data. Questions:What is on the X-axis of this graph? What is on the Y-axis? What is represented by the line that runs from the lower left corner to the upper right corner of the graph? List three numbers that can be foun
9th - 12th
Basic Principles, Psychology, Statistics
Feeding the World: The Math and Science of Agriculture (6-8)
Students will practice their graphing and data analysis skills while discovering how the invention of artificial fertilizers helped feed an expanding human population. You can download all accompanying documents including the lesson plan, students response sheet, and answer key here: Feeding the World with Math and Science
6th - 9th
Biology, Graphing
40:56
Statistical Data Analysis: Mean, Chi-Square, Correlations & More
The Statistical Data Analysis lesson teaches key concepts like mean, t-tests, chi-square, correlations, and cluster analysis through biology-based examples and step-by-step interactive tasks. What’s inside this lesson: Measures of Central Tendency — Understand how to calculate and interpret the mean using practical data examples. Student’s t-Test — Learn to compare two sample means, test hypotheses, and interpret results with real data sets. Chi-square test — Explore how to analyze catego
9th - 12th, Adult Education, Higher Education
Biology, General Science, Statistics
Chi-Square Practice with Decision Tree | AP Biology Genetics Analysis & Interpre
⭐Help your students master Chi-Square analysis in genetics with this engaging, student-friendly practice set! This resource includes 10 scaffolded practice problems, a clear decision tree, and a step-by-step answer key with math shown—making it perfect for guided instruction, independent practice, or AP Biology exam prep. Students will practice interpreting chi-square results in real-world genetics scenarios, including fruit flies, corn kernels, pea plants, bacteria colonies, and more. The
9th - 12th
Biology, General Science, Statistics
CCSS, NGSS
HSS-IC.A.1
, HSS-IC.B.6
, HS-LS3-3
+1
Forensic Science Blood Spatter Lab | Origins, Angle & Math Standards | 9–12
Engage students in authentic forensic science with this comprehensive blood spatter lab that uses trigonometry to determine the point of origin for blood droplets. This detailed activity walks students through bloodstain pattern analysis (BPA) using three different estimation methods: graphing, tangent function calculations, and string triangulation. Perfect for cross-curricular learning, this lab connects math and science standards while building critical thinking and problem-solvin
9th - 12th
Forensics, Geometry, Physics
CCSS, NGSS
HSG-SRT.C.8
, HSG-MG.A.1
, HS-ETS1-4
Errorless Learning Shape Sorting Mats | SPED, ABA + Data Tracking Sheets
This Errorless Learning Shape Sorting Mats resource is designed to help students confidently learn and identify basic shapes while minimizing frustration and maximizing success. Using an errorless learning approach, students begin with guaranteed correct responses and gradually progress to more challenging discrimination and sorting tasks. ✨ NEW & INCLUDED: Printable data collection sheets are built into this resource, allowing teachers, therapists, and parents to track accuracy, prompting le
PreK - 4th
Not Subject Specific, Other (Math), Other (Science)
Also included in: Errorless Learning Growing Bundle | Special Education & Autism Support |
Daily Weather Log Graph Analysis Project (MYP Criterion E included)
This is a great summative assessment project at the end of a unit on weather. Students take on the role of a meteorologist and record several atmospheric conditions everyday for a month using either weatherchannel.com or weatherbug.com. At the end of the month students then organize all of their data into tables and several different graphs to see any patterns or relationships between the different atmospheric conditions. They then write a summary about their findings over time. This is a great
5th - 9th
Earth Sciences, Graphing
AP Biology Test Prep & Review BUNDLE (MCQ, FRQ, Formula) Escape Room Low Prep
Task Verbs • FRQs • MCQs • Formulas • Data & Graph AnalysisAP Biology Review Games Bundle FRQ Task Verbs • MCQ Skills • Formulas • Graph & Data Analysis Help your students actually get AP Biology exam skills with this engaging, low-prep review game bundle. Designed to reinforce FRQ task verbs, MCQ strategies, formulas, and data/graph analysis, this resource turns tough concepts into interactive, fast-paced review that sticks. Perfect for exam prep, review days, sub plans, or those chaotic pre-b
9th - 12th
Biology, Other (Science), Statistics
CCSS, NGSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.A.3
+12
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