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
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
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
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
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
Potato Osmosis Simulation Lab Worksheet | Includes Statistical Analysis
A complete IB Biology osmosis investigation worksheet using an online simulation. Students collect realistic data, identify outliers, calculate % mass change, plot graphs with error bars, and run a statistical test — all in one lesson. No lab equipment required. This 8-page worksheet guides IB Diploma Biology students through a full investigation into how NaCl concentration affects the mass of potato cylinders — using the free Teaching with Tech Osmosis Investigation simulation. Students design
10th - 12th
Biology
APES Unit 5 Commercial Fishing Methods Lab – Graphing, Impacts, Overfishing
Explore commercial fishing methods, analyze data, and evaluate trade-offs between efficiency, bycatch, habitat impact, and the consequences of overfishing. Hands-on, graphing-based, and discussion-friendly ... perfect for AP Environmental Science Topic 5.8, Impacts of Overfishing! What’s IncludedFull Fishing Methods Comparison Table with CPUE, bycatch, habitat damage, and fuel use Two graphing activities: Bycatch vs. Efficiency and Habitat Damage vs. Efficiency Nine analysis questions that guid
9th - 12th, Higher Education
Environment
NGSS
HS-LS2-7
, HS-LS4-6
, HS-ESS3-1
+3
Enzymes Unit Bundle | Biology & AP Biology Labs, Guided Notes, Activities
Bring enzymes to life with this engaging and visually organized biology unit! This resource is designed to support middle school, high school biology, honors biology, and AP Biology students through interactive lessons, guided notes, hands-on investigations, and data analysis activities. Students explore: • Enzyme structure and function • Active sites and specificity • Lock-and-key vs. induced-fit models • Factors affecting enzyme activity • Temperature and pH effects • Catalase and lipas
9th - 12th
Biology, Chemistry, General Science
AP Biology Sub Plan-Fertilizer Video WS, FRQ, Data Analysis, Graphing, CER + Key
Leaving a sub plan for an AP Biology class is always a headache. You cannot just leave a fluff video, but you also cannot leave a complex lab for a non-science substitute to manage. This comprehensive, fully editable sub plan is the perfect solution. Centered around "The Fertilizer Shock" documentary, this resource goes far beyond a basic video guide. It is a rigorous, full-period lesson that requires students to apply their knowledge of metabolism, cellular energetics, and symbiosis, analyze
9th - 12th
Biology, Environment, Physical Science
APES Full Sub Plan-Fertilizer Video WS, FRQ, Data Analysis, Graphing, CER + Key
Leaving a sub plan for an AP Environmental Science class is always a headache. You cannot just leave a fluff video, but you also cannot leave a complex lab for a non-science substitute to manage. This comprehensive, fully editable sub plan is the perfect solution. Centered around "The Fertilizer Shock" documentary, this resource goes far beyond a basic video guide. It is a rigorous, full-period lesson that requires students to apply their knowledge of biogeochemical cycles, analyze real-world
10th - 12th
Biology, Environment
APES Unit 6 Lab – Electricity Energy Mix Trade-Offs, Data Analysis, CER + KEY
🧰 Every electricity choice comes with trade-offs. No single energy source is clean, reliable, and sustainable on its own. In this data-driven AP Environmental Science Unit 6 lab, students compare major electricity generation methods to evaluate trade-offs among energy yield, emissions, land use, and reliability, then use evidence to design a balanced energy mix. This no-prep investigation emphasizes decision-making and systems thinking, building Claim–Evidence–Reasoning (CER) skills as stu
9th - 12th, Higher Education
Environment
NGSS
HS-ETS1-3
, HS-ESS3-3
, HS-ESS3-4
Bloodletting vs Modern Medicine CER Lab | NGSS MS Science
Bloodletting vs Modern Medical Evidence CER Investigation Middle School Science | NGSS-Aligned | This structured middle school investigation allows students to evaluate the effectiveness of bloodletting compared to modern medical treatment using survival rate data, graphing, and Claim–Evidence–Reasoning writing. Students will: • Read historical context about bloodletting and early surgery • Analyze a real historical case study • Calculate survival rates (percentages) • Construct a bar graph • I
6th - 8th
Anatomy, Biology, Informational Text
Diffusion Agar Cube Lab Case Study Worksheet | Surface Area to Volume Ratio | IB
Engage students in data-driven learning with this diffusion agar cube lab case study. Students analyze experimental data to investigate how surface area to volume ratio, diffusion distance, and temperature affect the rate of diffusion. This resource combines quantitative data analysis, interpretation, and experimental design, helping students build a strong understanding of diffusion and its importance in biological systems. What’s Included:5-page case study worksheet (black-white, PDF)Applicati
9th - 12th, Adult Education, Higher Education
Biology
Food Web Collapse Graphing Activity & Trophic Cascade CER Lab Grades 6-8
Food Web Collapse Graphing Activity & Trophic Cascade CER Lab Grades 6-8 Turn ecosystem data analysis into a real-world marine science investigation! In this engaging activity, students analyze how predator decline affects herbivores, producers, and overall ecosystem balance through a trophic cascade. Using multi-line graphing, ecosystem analysis, and CER-based scientific writing, students investigate food web relationships, population trends, and ecosystem collapse in marine environments. 🔍
6th - 8th
Biology, Marine Science
NGSS
MS-LS2-2
, MS-LS2-5
, MS-LS2-4
+1
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