Data Analysis Lab
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APES Unit 2 Secondary Succession Data Activity/Lab – Graphing & Analysis + Key
Save prep time while giving students authentic, AP®-aligned graphing and data analysis practice. This engaging secondary succession data lab helps students visualize long-term ecological change using real-world data from the Georgia Piedmont. Students analyze plant community data from an abandoned agricultural field at four time points (5, 25, 75, and 200 years). They calculate relative abundance, create line graphs, and interpret trends to explain how ecosystems change over time. This lab
9th - 12th, Higher Education
Biology, Environment, Other (Science)
NGSS
HS-LS2-7
, HS-LS2-6
, HS-LS2-2
Also included in: APES Unit 2 Biodiversity Mega Bundle | Curriculum, Activities + Review
APES Math & Data Analysis Bundle (5 Labs) FRQ Practice + Answer Keys
If you want your APES students to score, they need more than notes—they need repeated practice with the exact skills the exam rewards: quantitative calculations, graph interpretation, trend analysis, and FRQ-style writing. This bundle includes 5 AP Environmental Science labs/activities that are no-prep, print-and-go, and built around real APES exam routines (rates, percent change, indices, models, and evidence-based solutions). ✅ 5 complete APES activities (Units 2, 3, 6/9, 8, 9) ✅ Real d
9th - 12th
Environment
Coral Reef Ecosystem Collapse Investigation Lab | Data Analysis & CER Grades 6-8
Coral Reef Ecosystem Collapse Investigation Lab | Data Analysis & CER Grades 6-8Turn ecosystem data analysis into a real-world marine science investigation! In this engaging mini-unit, students investigate how climate change, coral bleaching, overfishing, and ecosystem imbalance contribute to coral reef collapse. Using scientific observations, graphing, food web analysis, evidence evaluation, and CER-based scientific writing, students analyze how multiple environmental factors work together to d
6th - 8th
Biology, Marine Science
NGSS
MS-LS2-5
, MS-LS2-4
, MS-LS2-1
+1
AP Environmental Science | Photochemical Smog Data Analysis Lab | NO PREP
🌆 AP Environmental Science Photochemical Smog Data Analysis Lab 🌞 Bring atmospheric chemistry to life with this engaging, inquiry-based lab designed to help APES students truly think like scientists! This resource guides students through the process of exploring how photochemical smog forms using real-world–style data, critical thinking, and structured analysis. 💡 What Students Will Do:Students begin with a pre-reading activity featuring text-dependent questions to build foundational unde
9th - 12th
Chemistry, Earth Sciences, Environment
Ozone Depletion and Recovery Data Analysis | Mini - Lab | No Materials Required
Ozone Depletion & Recovery Data Analysis Mini Lab | CER + Graphing ActivityEngage your students in a real-world environmental science investigation with this Ozone Depletion and Recovery Mini Lab! This activity guides students through the science of ozone formation and destruction, while building critical data analysis, graphing, and scientific reasoning skills. Students begin with a short reading on ozone chemistry, then apply their understanding through a sequence of interactive and analytica
9th - 12th
Earth Sciences, Environment
Cellular Respiration Yeast Lab Case Study Worksheet | Biology Data Analysis
Engage students in data-driven learning with this yeast respiration lab case study. Students analyze experimental data to investigate how factors such as temperature, substrate type, and oxygen availability affect the rate of cellular respiration. This resource combines quantitative data analysis, interpretation, and experimental design, helping students develop a deeper understanding of respiration in a realistic laboratory context. What’s Included:5-page case study worksheet (printable PDF)Dat
9th - 12th, Adult Education, Higher Education
Biology
Photosynthesis Leaf Disk Lab Case Study Worksheet | Biology Data Analysis IB/AP
Engage students in real-world scientific thinking with this photosynthesis leaf disk lab case study. Students analyze experimental data and investigate how factors such as light intensity, carbon dioxide concentration, and temperature affect the rate of photosynthesis. This resource combines data analysis, interpretation, and experimental design, helping students build essential biology skills while working through a realistic lab scenario. What’s Included:5-page case study worksheet (printable
9th - 12th, Adult Education, Higher Education
Biology
Osmosis Potato Lab Case Study Worksheet | Biology Data Analysis | IB / AP
Engage students in data-driven learning with this osmosis potato lab case study. Students analyze experimental data to investigate how solution concentration affects the movement of water and the mass of potato tissue. This resource integrates quantitative data analysis, interpretation, and experimental design, helping students develop a deeper understanding of water potential and osmosis in a realistic laboratory context. What’s Included:5-page case study worksheet (printable PDF)Data tables wi
9th - 12th, Adult Education, Higher Education
Biology
The Data Scout: CSP Unit 6 App Lab Project (Lists, Loops & Data Analysis)
The Data Scout: CSP Unit 6 App Lab Project (Lists, Loops & Data Analysis)Description: Help students master lists, loops, and data analysis with this engaging Code.org CSP Unit 6 project! In The Data Scout, students build an interactive App Lab app that explores real-world datasets using traversal and conditional logic. Students work with large datasets from the Code.org Data Library and design an app that allows users to search, filter, or analyze data — just like real programmers working w
9th - 12th, Higher Education
Computer Science - Technology, Instructional Technology
APES LD50 & ED50 Graphing Lab | Dose-Response Curves, Data Analysis + Quiz
Struggling to get students to understand LD50, ED50, and dose-response curves? This APES graphing lab activity gives students hands-on practice with realistic data so they can confidently analyze toxicity, interpret graphs, and connect concepts to environmental science. What’s Included? LD50 & ED50 graphing activity (4 compounds) Data analysis questions Built-in multiple-choice quiz Teacher answer key Print + digital options Student Learning Interpret dose-response curves Identify LD50
9th - 12th, Adult Education, Higher Education
Biology, Environment, General Science
Super Taster Lab Data and Analysis Sheet
This super taster lab is a fun way to incorporate research and sciences practices into sensation standards.
9th - 12th
Psychology
Sleep Lab and Data Analysis Worksheet
This Sleep Lab includes custom data collection worksheet for students to complete at home, data collection, calculation and interpretation. This is a great activity to cover the importance of sleep but also reinforce research and science practices.
9th - 12th
Psychology
AP Biology Lab Journal Rubric Scientific Writing, Data Analysis, Lab Report
🔬 AP Biology Lab Journal Rubric | Scientific Writing, CER, Data Analysis, Lab ReportsTake the guesswork out of grading and elevate your students’ scientific thinking with this AP Biology Lab Journal Rubric—a clear, structured, and classroom-ready tool designed to align with AP Bio expectations, CER (Claim-Evidence-Reasoning), and data-driven analysis. Whether you're running inquiry labs, AP investigations, or daily lab notebooks, this rubric helps students understand exactly what high-qualit
5th - 12th
Basic Principles, Biology
AP Biology Lab Bundle: Full Year Labs, Presentations, Pre-Labs, Norms & Rubrics
Take your AP Biology classroom to the next level with this ALL-IN-ONE AP Biology Lab System Bundle, designed to give you everything you need to run a full year of rigorous, engaging, and highly organized labs—without the stress of creating materials from scratch. This bundle includes an incredible 33 presentations and 27 hands-on, AP-aligned labs, along with a complete classroom system featuring a pre-lab checklist, lab norms, and a detailed grading rubric. Every component is built to work to
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
General Chemistry II Lab Simulation Manual
This has 12 experiments that can be used in general chemistry II or AP Chemistry. These simulations can be utilized in the classroom or at home and all are designed to require the students name, be interactive, and have a data/analysis section as well. This includes the original documents for all 12 experiments (which has links and HTML codes) and also has a new document that has a lab manual home page where all the simulations can be accessed.
10th - 12th, Adult Education, Higher Education
Chemistry
AP Biology Complete Lab Bundle: 25 Labs for a Full Year of AP Bio
Take your AP Biology lab program to the next level with this AP Biology Complete Lab Bundle: 25 Inquiry-Based Labs, designed to give you everything you need to confidently implement a full year of hands-on, AP-aligned investigations. This bundle includes 25 engaging labs spanning all major AP Biology units, providing a complete system that shows students not just what to do—but how to think, analyze, and work like real scientists. Each lab is structured to guide students through experimenta
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
AP Environmental Science | LD₅₀ Dice Lab: Modeling Lethal Dose and Toxicity
🎲 LD₅₀ Dice Lab: Modeling Lethal Dose and Toxicity Bring data analysis and toxicology to life with this engaging LD₅₀ Dice Lab! In this hands-on simulation, students model how scientists determine the lethal dose (LD₅₀) of a substance, the dose that kills 50% of a test population. Using dice to represent random variation in organism sensitivity, students explore how chance and biological diversity affect the outcomes of toxicity studies. 🧪 OverviewWhen scientists study toxins, they expose
9th - 12th
Biology, Earth Sciences, Environment
Digital Forensics Python Lab: Browser History Investigation | Cybersecurity Pack
Digital Forensics Python Lab: Browser History Investigation | Cybersecurity Activity Modular Python investigation workflow Take your students deeper into cybersecurity with this hands-on Python digital forensics lab!In this advanced computer science and cybersecurity activity, students analyze browser history data using Python to uncover suspicious behavior, reconstruct timelines, and identify evidence of potential data exfiltration. This lab simulates a real-world forensic investigation, givi
9th - 12th, Higher Education
Computer Science - Technology, Forensics
Interactive Physics: The Law of Conservation of Momentum (Discovery Lab)
Engage Students with a Brand-New, Discovery-Based Physics Simulation!Are you looking for a more meaningful way to introduce the Law of Conservation of Momentum? This Discovery Lab moves beyond the dry "plug-and-chug" approach and invites students to discover the conservation principle for themselves through high-precision simulation and data analysis. ⚡ NEW & ENHANCED FEATURES Minimalist Design: A sleek, professional "Minimalist Purple" UI that focuses on the physics, not the clutter.Discovery
8th - 12th
Physical Science, Physics
NGSS
HS-PS2-2
Impulse and Momentum Theorem Lab - Virtual Physics Simulation with 10kHz Force S
### Take your Impulse-Momentum unit to the next level with professional-grade data analysis!\n\nThis advanced **Impulse and Momentum Theorem Lab** provides students with a virtual 10kHz force sensor, allowing for millisecond-level precision in data collection. It is the perfect tool for High School and AP Physics students to verify the theorem J = Δp.\n\n**Lab Highlights:**\n- **High-Frequency Sampling**: Simulate a 10kHz force sensor to capture realistic impact curves.\n- **Mathematical Rigor**
9th - 12th
Physical Science, Physics
NGSS
HS-PS2-2
, HS-PS2-3
Psychology Lab Hope Optimism and Self-efficacy Collection
Hope, Optimism, and Self-Efficacy: A Psychology Lab Collection for High School Students This collection gives high school psychology students hands-on experience measuring, comparing, and critically analyzing hope, optimism, and self-efficacy using validated psychological instruments. Students take real psychometric scales online, collect class data, and run statistical analyses using free web-based calculators, making positive psychology constructs personal and testable. The collection includ
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Psychology Lab Collection Do You Know Yourself? Exploring Self Esteem
Do You Know Yourself? A Self-Esteem Lab Collection for High School Psychology This collection gives high school psychology students hands-on experience measuring, comparing, and critically analyzing self-esteem and self-concept using validated psychological instruments. Students take real psychometric scales online, collect class data, and run statistical analyses using free web-based calculators, making abstract constructs concrete and personally meaningful. The collection includes 10 lab a
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Ecological Footprint Lab for Biology, Environmental Science, Earth Day
Help your students explore the environmental impact of their lifestyles with this engaging ecological footprint lab! In this activity, students use the Global Footprint Network’s Ecological Footprint Calculator to analyze their personal resource use and the waste they generate. They will calculate their ecological footprint, interpret their results using data tables, and answer thought-provoking analysis and reflection questions to evaluate ways to live more sustainably. 👣 Features:Comprehensiv
9th - 12th
Earth Sciences, Environment, Science
NGSS
HS-ESS3-3
, HS-ESS3-1
, HS-ESS3-6
+1
Also included in: Ecology Unit Bundle – Biology and Environmental Science
Enzyme Kinetics & Inhibition CER Worksheets | AP Biology Data Analysis | NGSS
24 Enzyme Kinetics and Molecular Inhibition CER Worksheets for 11th Grade and 12th Grade Biology or Honors Chemistry students. Challenge advanced science students with rigorous, visual-based scenarios covering Michaelis-Menten and Lineweaver-Burk graph interpretation. Ready-to-use for AP test prep, lab extensions, or challenging homework assignments. This comprehensive resource bridges the crucial gap between complex molecular diagrams and highly analytical graphical data interpretation. Stud
9th - 12th
Biology, Chemistry
NGSS
HS-LS1-5
, HS-PS1-4
, HS-LS1-1
+2
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