Data Analysis Lab
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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
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
Digital Forensics Python Lab: Browser History Investigation | Cybersecurity
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, giv
9th - 12th, Higher Education
Computer Science - Technology, Forensics
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
AP Biology Chi-Square Lab Presentation: Coins & Dice Probability Simulation (Gen
🧪 AP Biology Chi-Square Lab Presentation Coins & Dice Probability Simulation (Genetics, Data Analysis, FRQ Practice)Bring statistical analysis to life with this engaging, student-friendly AP Biology presentation designed to guide learners through chi-square testing, probability, and data analysis using hands-on coin and dice simulations. This ready-to-use lesson presentation walks students step-by-step through the entire lab process—from understanding expected vs. observed data to calculat
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
Video Analysis Lab BUNDLE - Kinematics - Free online software!
Objectives: For the labs in this bundle, students use a free video analysis website to collect and analyze real-world data. In one of the labs, students use a video of a falling object to find the acceleration of gravity. In another lab, students analyze a video of a projectile to see that the velocity in the x-direction is constant while the velocity in the y-direction changes. These could be used before or after students have learned about these topics (inquiry-based or not). What equipment i
10th - 12th, Higher Education
Physical Science, Physics
Spectrophotometric Analysis Simulation Lab
After typing in their name so it appears on the screen, students will walk through a lab that allows them to determine the concentration of an unknown solution based on dilution data obtained from a spectrophotometer. This includes “pouring” solutions, putting cuvettes into the machine, creating dilutions, and collecting data. From there, students can perform the necessary calculations with real time feedback. Incorrect answers are marked red while correct answers are marked green and hints and
9th - 12th, Adult Education, Higher Education
Chemistry
Also included in: General Chemistry I Lab Simulation Manual
Lactase Lab: Protein Expression & Phenotype Presentation
🧬 AP Biology Protein Expression & Phenotype Presentation Lactase, Lactose Intolerance & Gene Expression (Central Dogma, Benedict’s Test, Data Analysis, Inquiry, FRQ Practice) Make gene expression clear, visual, and meaningful with this engaging, student-friendly AP Biology presentation that connects DNA → protein → phenotype through a real-world example: lactose intolerance. This ready-to-use, plug-and-play lesson walks students step-by-step through how the lactase enzyme (protein) affects the
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
AP Biology Water Properties Lab Presentation: Why Water Makes Life Possible
💧 AP Biology Water Properties Lab Presentation Why Water Makes Life Possible (Multi-Station Inquiry, Data Analysis, Chi-Square, FRQ Practice) Bring one of the most important concepts in AP Biology to life with this engaging, student-friendly presentation that guides students through the unique properties of water using a multi-station, inquiry-based lab experience. This ready-to-use lesson presentation walks students step-by-step through cohesion, adhesion, surface tension, specific heat, and
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
**BLAST & Evolutionary Relationship Lab Presentation
Take evolution beyond theory and into real data analysis with this AP Biology–aligned Determining Evolutionary Relationships Using BLAST Presentation. This resource helps students explore how scientists use DNA sequence data to uncover relationships between organisms and build evidence-based phylogenies. Through clear visuals and guided instruction, students learn how to use BLAST (Basic Local Alignment Search Tool) to compare genetic sequences, identify similarities, and infer evolutionary co
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
AP Biology Algae Lab Presentation: Photosynthesis
🧪 AP Biology Algae in Bottles Presentation Photosynthesis & Cellular Respiration (CO₂ & O₂ Investigation, Data Analysis, Inquiry, FRQ Practice) Bring cellular energetics to life with this engaging, student-friendly AP Biology presentation that helps students visualize how photosynthesis and cellular respiration affect gas exchange over time using a real-world algae investigation. This ready-to-use, plug-and-play lesson walks students step-by-step through a light vs. dark experimental setup, us
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
AP Biology Unit 1 Escape Room (Printable) The Lab Contamination Crisis
Turn your classroom into a high-stakes scientific investigation with this engaging, hands-on escape room that challenges students to apply chemistry of life concepts through data analysis, critical thinking, and problem-solving. This printable Word document escape room gets students moving, collaborating, and thinking like scientists as they work to stop a lab-wide contamination event. 🚨 The ScenarioA research lab has been placed on emergency lockdown after a chemical contamination event.
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
Also included in: AP Biology FULL YEAR MEGA BUNDLE – 119+ Resources | Complete Curriculum
Decomposition Lab: Rot & Observation
🧪 AP Biology Decomposition Presentation Rot, Smell & Observation (Nutrient Cycling, Decomposers, Data Analysis, Chi-Square, Inquiry, FRQ Practice)Make ecology real, visible, and engaging with this student-friendly AP Biology presentation that walks students through how decomposition drives nutrient cycling and ecosystem health. This ready-to-use, plug-and-play lesson guides students step-by-step through how environmental conditions like moisture and oxygen influence decomposition rates, h
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
Disease Outbreak Investigation 5 Cases Epidemiology Lab AP Bio Answer Key 10-12
Turn your students into “disease detectives.” In this Disease Outbreak Investigations pack, students take the role of field epidemiologists working through 5 realistic outbreak cases. They calculate attack rates and relative risk, build epidemic curves, trace transmission chains, evaluate vaccine-safety claims using Bradford Hill criteria, and model outbreak growth using doubling time and R₀—then write a formal Epidemiologist’s Field Report for each case. This is rigorous, engaging, and e
10th - 12th
Biology, Forensics
Also included in: AP Biology Case Studies Bundle: Cells, Disease, Brain & Bioethics + Keys
AP Biology Daphnia Lab | Animal Behavior & Heart Rate Investigation
AP Biology Daphnia Lab | Animal Behavior & Heart Rate Investigation | Chi-Square Analysis | Physiology & Ecology Bring AP Biology to life with this highly engaging Daphnia Animal Behavior & Heart Rate Lab Investigation! Students explore how environmental stimuli affect both physiological responses and animal behavior using live Daphnia, heart rate analysis, and chi-square statistics. This hands-on AP Biology lab combines: ✔ Experimental design ✔ Animal behavior ✔ Cell communication ✔ Homeosta
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
Forensic Entomology Case Files PMI Lab (ADD Calculations) Print & Go 9-12
This is the forensic unit students always remember—because the “evidence” is alive (and the math actually matters). In Forensic Entomology Case Files, students work as forensic entomologists using insect development and Accumulated Degree Days (ADD) to estimate postmortem interval (PMI) and test suspect alibis. Every case is built around authentic reasoning: temperature → metabolism → development stage → timeline. This pack is print-and-go (no materials, no prep) and perfect for Forensic
9th - 12th
Biology, Forensics
NGSS
HS-LS1-2
, HS-ESS2-2
Climate Data Analysis APES Unit 9 Keeling Curve + Temp Anomalies FRQ + Key
If your students can interpret the Keeling Curve and temperature anomaly graphs, they’re set up to score on the APES exam—because climate data interpretation shows up constantly. This Climate Data Analysis activity is a rigorous, AP-style worksheet/lab that uses real NOAA + NASA datasets to build exam-ready skills: rate calculations, trend interpretation, seasonal oscillation explanation, proxy data context, feedback loops, and IPCC pathway evaluation—ending with a full AP-style FRQ. ✅ A
9th - 12th
Environment
Also included in: APES Math & Data Analysis Bundle (5 Labs) FRQ Practice + Answer Keys
AP Stats Experimental Design Unit: AI Lab Assistant
Product SummaryBring experimental design to life with this fully interactive AP Statistics simulation! Operation Focus turns students into experimenters as they design, randomize, simulate, and analyze their own study — guided by an AI “Lab Assistant.” This bundle combines: A Flint AI simulation script where students define their study, assign treatments, and collect random results. A student companion packet for recording randomization outcomes, data, graphs, and analysis (no duplication from t
10th - 12th
Statistics
Chi-Square Probability Lab: Coins & Dice (AP Biology | Genetics | Statistics)
🧪 Chi-Square Probability Lab: Coins & Dice (AP Biology | Genetics | Statistics) Looking for a hands-on, engaging way to teach chi-square analysis in AP Biology? This Coins & Dice Probability Lab helps students truly understand how scientists determine whether data fits expected ratios—using simple, fun simulations! Students use coin flips and dice rolls to model real biological scenarios like Mendelian inheritance and probability, then apply the chi-square (χ²) test to analyze their resul
9th - 12th
Biology
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
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