Data Analysis Lab
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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
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
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
Tacoma Narrows Bridge Lab: Resonance & Waves (MS-PS4) Data, Graph + CER
Your students will never forget this question: How can a “normal” wind destroy a massive steel bridge? 🌉💨 This phenomenon-based NGSS lab uses the famous Tacoma Narrows Bridge collapse (“Galloping Gertie”) to launch a powerful investigation into waves, frequency, amplitude, natural frequency, resonance, and damping. Students watch the footage, generate authentic questions, then prove the science with a hands-on model investigation and real data analysis. This is the kind of lesson that fee
4th - 9th
Earth Sciences, Physical Science
NGSS
MS-PS4-1
, MS-PS4-2
, MS-ETS1-3
Also included in: Phenomenon-Based Science Lab Bundle (6 NGSS Units) CER + Teacher Keys
Natural Selection Station Lab (8 Stations) MS-LS4-2, LS4-4, LS4-6 + CER
Teach natural selection in a way students actually understand (and remember). This 8-Station Natural Selection Lab hits the full story from multiple angles—hands-on simulations, fossil evidence, real data graphing, case studies, and misconception-busting—then ties it all together with a rigorous CER argument. Students don’t just define evolution… they use evidence to prove it. ✅ What’s Included 8 station cards/activities (simulations + analysis + matching + graphing) Student recording s
5th - 9th
Biology, General Science
NGSS
HS-LS4-2
, HS-LS4-6
, MS-LS4-2
+3
Also included in: Middle School Station Lab Bundle (5 Units) CER + Keys NGSS MS Science
Lab Aggression: Exploring the Statistical Landscape of Hostile Behavior
Aggression Analytics: Exploring the Statistical Landscape of Hostile Behavior This high school psychology lab collection focuses on measuring and analyzing different aspects of aggression, hostility, and anger among students using standardized psychological assessment tools. Students complete the Buss-Perry Aggression Questionnaire to measure physical aggression, verbal aggression, hostility, and anger. They collect data from classmates, differentiated by sex, and then perform statistical anal
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Lab Student-Led Exploration of Psychopathy Traits and Gender Differences
Mapping the Dark Triad: Student-Led Exploration of Psychopathy Traits and Gender Differences Psychopathy Assessment Lab: Data Collection and Analysis This high school psychology lab activity engages students in exploring psychopathy traits within their peer group through empirical data collection and analysis. Students begin by taking the Levenson Self-Report Psychopathy Scale (LSRP) online at openpsychometrics.org, which measures primary psychopathy (associated with callousness and manipula
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
AP Human Geography 5.9 - Global System of Agriculture | Google Earth Lab | USDA
AP Human Geography: The Global System of Agriculture Lesson BundleComplete Unit 5 Resource: Lecture PPT, Guided Notes, Google Earth Digital Lab, & USDA Data AnalysisBring the global economy to life in your classroom with this comprehensive, rigorous, and highly interactive lesson bundle designed for AP Human Geography (Unit 5: Agriculture and Rural Land-Use Patterns). This premium resource unpacks the complex spatial and economic dynamics of the modern global food system. By combining an editab
9th - 12th
Geography, U.S. History, World History
Enzyme Case Study: Lactose Intolerance & Milk Mystery|HS Biology NGSS|Sub Plan
Bring enzymes and genetics to life with a real-world case study students actually care about! In this engaging, NGSS-aligned activity, students investigate why some people can drink milk — and others can’t! Through guided readings, data graphs, and real enzyme analysis, your class will connect biochemistry, genetics, and evolution in one seamless lesson. Teacher Wins: 🧩 Perfect for sub plans, NGSS units, or biology review weeks 📘 Includes reading comprehension, graph analysis, and evolution
8th - 12th
Anatomy, Biology, Chemistry
NGSS
HS-LS1-7
, HS-LS1-1
, HS-LS1-6
Cancer & Natural Selection Case Study – NGSS Biology -- Chemotherapy Resistance
Help students see natural selection in action with this engaging, data-driven cancer case study focused on chemotherapy resistance. In this NGSS-aligned biology activity, students investigate the case of a lymphoma patient whose tumor initially shrinks during chemotherapy — only to return months later, resistant to treatment. Through analysis of tumor size data, population composition changes, mutation evidence, and survival rates, students uncover how genetic variation and selective pressure le
7th - 12th
Biology, General Science
NGSS
HS-LS4-2
, HS-LS4-3
, HS-LS4-4
240 No Prep | AP Biology | Vocabulary Squares | Printable | Yearlong PDFs
🔥 💲99¢ gets you 240 No Prep Vocabulary Squares in color, ready to print, with 1 per page, 4 per page, and 9 per page layouts. That is enough for yearlong use, with flexible pacing so you can run it daily, weekly, or anytime you want consistent vocabulary growth without extra planning. 🔥💲👀 Preview includes the first 9 Vocabulary Squares from the full 240 term set, shown in the 9 per page format so you can see exactly what they look like and the layout before you buy. 👀This AP Biology set bu
9th - 12th
Biology, Other (Science), Vocabulary
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