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Choosing healthy data for healthy relationships: how to use 5-point summaries, box and whisker plots, and correlation to understand global health trends. [version 1.0]
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CC BY-SA
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This module utilizes a user-friendly database exploring data selection, box-and-whisker plot, and correlation analysis. It also guides students on how to make a poster of their data and conclusions.

Subject:
Applied Science
Health, Medicine and Nursing
Mathematics
Statistics and Probability
Material Type:
Activity/Lab
Full Course
Lecture
Lesson Plan
Reading
Provider:
BioQUEST Curriculum Consortium
Provider Set:
Quantitative Biology at Community Colleges
Date Added:
06/21/2021
College Algebra: An Inverse Approach
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CC BY-NC
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This College Algebra textbook provides a comprehensive introduction to the fundamental concepts of algebra, with a unique focus on the concept of inverses. The textbook begins with an exploration of the foundational principles of functions, including domain, range, and the vertical line test. It progresses through critical topics such as operations on functions, composition of functions, and the algebra of functions, ensuring students grasp the fundamental building blocks necessary for more complex algebraic thinking.Several times the teaching diverges from how the subject is commonly taught. Examples include absolute value, determining the inverse of a function, and completing the square. The text is as devoid of "gimmicks" or "tricks" as possible, leaning on the fundamentals of good algebra. Also, there is a high reliance on fractions, rather than decimal numbers, to help equip the student with the better way to read a problem and its solution.This book is written for and dedicated to my grandchildren, and the fact that you're taking at least a glimpse of it is just a huge bonus! Thank you.

Subject:
Education
Mathematics
Material Type:
Textbook
Author:
Linda Neff
Dan Cook
Date Added:
08/23/2024
Composting Competition
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Educational Use
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In a multi-week experiment, students monitor the core temperatures of two compost piles, one control and one tended, to see how air and water affect microbial activity. They daily aerate and wet the "treated" pile and collect 4-6 weeks' worth of daily temperature readings. Once the experiment is concluded, students plot and analyze their data to compare the behavior of the two piles. They find that the treated pile becomes hotter, an indication that more microbes are active and releasing heat. Through this activity, students see that microbes play a role in composting and how composting can be used as a carbon management process.

Subject:
Applied Science
Engineering
Environmental Science
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Caryssa Joustra
Daniel Yeh
Emanuel Burch
George Dick
Herby Jean
Ivy Drexler
Jorge Calabria
Lyudmila Haralampieva
Matthew Woodham
Onur Ozcan
Robert Bair
Stephanie Quintero
Date Added:
09/18/2014
Concord Consortium: Solar Oven
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Elementary grade students investigate heat transfer in this activity to design and build a solar oven, then test its effectiveness using a temperature sensor. It blends the hands-on activity with digital graphing tools that allow kids to easily plot and share their data. Included in the package are illustrated procedures and extension activities. Note Requirements: This lesson requires a "VernierGo" temperature sensing device, available for ~ $40. This item is part of the Concord Consortium, a nonprofit research and development organization dedicated to transforming education through technology. The Consortium develops digital learning innovations for science, mathematics, and engineering.

Subject:
Applied Science
Engineering
Material Type:
Activity/Lab
Diagram/Illustration
Lecture Notes
Provider:
Concord Consortium
Provider Set:
Concord Consortium Collection
Author:
The Concord Consortium
Date Added:
04/02/2013
Coordinates and the Cartesian Plane
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Educational Use
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A brief refresher on the Cartesian plane includes how points are written in (x, y) format and oriented to the axes, and which directions are positive and negative. Then students learn about what it means for a relation to be a function and how to determine domain and range of a set of data points.

Subject:
Algebra
Applied Science
Engineering
Mathematics
Material Type:
Lesson Plan
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Aubrey McKelvey
Date Added:
09/18/2014
Curve Fitting
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CC BY
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With your mouse, drag data points and their error bars, and watch the best-fit polynomial curve update instantly. You choose the type of fit: linear, quadratic, cubic, or quartic. The reduced chi-square statistic shows you when the fit is good. Or you can try to find the best fit by manually adjusting fit parameters.

Subject:
Mathematics
Material Type:
Simulation
Provider:
University of Colorado Boulder
Provider Set:
PhET Interactive Simulations
Author:
Michael Dubson
Trish Loeblein
Date Added:
08/01/2008
Curve Fitting (AR)
Unrestricted Use
CC BY
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With your mouse, drag data points and their error bars, and watch the best-fit polynomial curve update instantly. You choose the type of fit: linear, quadratic, cubic, or quartic. The reduced chi-square statistic shows you when the fit is good. Or you can try to find the best fit by manually adjusting fit parameters.

Subject:
Mathematics
Material Type:
Simulation
Provider:
University of Colorado Boulder
Provider Set:
PhET Interactive Simulations
Author:
Michael Dubson
Patricia Loblein
Date Added:
08/02/2012
Data Review and Action Plan (Art for the Earth #5)
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CC BY-NC
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SYNOPSIS: In this lesson, students analyze data, create line graphs, conduct research, and plan their data art project.

SCIENTIST NOTES: This lesson builds students' data analysis and research skills. Students learn how to use data to create an appealing artwork that can explain and raise awareness on climate change impacts. All materials are properly sourced, and datasets for analysis are accurate. The lesson has passed our science credibility process.

POSITIVES:
-Students learn how to create a line graph that includes title, x-axis label, y-axis label, data points, and a line connecting the data points.
-Students think critically in their groups and in whole class discussions.
-Students practice media literacy skills when conducting research.

ADDITIONAL PREREQUISITES:
-This is lesson 5 of 6 in our 3rd-5th grade Art for the Earth unit.
-Students should have a basic understanding of data analysis and why graphs are useful tools to view data.
-You may have to guide students to good resources when they are conducting research on their topic in the Investigate section. A great tip when students are doing online research is to use the PARC method, which stands for Purpose, Author, Reliability, and Currency. Students can ask of every website:
-What is the purpose of this website?
-Who is the author of this website?
-Is this website reliable?
-Is this website current?

DIFFERENTIATION:
-It may be best for students to collaborate when creating their line graphs. Grouping students with varying levels of logical-mathematical intelligence and spatial-visual intelligence would probably work best.
-Line graphs can also be created using technology tools, including iPads or Chromebooks.
-Your students may or may not have different line graphs. If the data comes from a true class campaign, all students will have the same line graph. If students gathered their own data for different issues or used the different available data from NASA, their line graphs will be different.
-The Inspire section is meant for students to prepare to complete their projects. They will actually finish their projects in the sixth lesson in this unit after discussing more about the impact of art on one's feelings, how colours affect emotions, and how to appeal to different audiences.

Subject:
Arts and Humanities
Geoscience
Mathematics
Physical Science
Space Science
Visual Arts
Material Type:
Lesson Plan
Provider:
SubjectToClimate
Author:
Lindsey Pockl
Monica Lilley
Date Added:
06/28/2023
Decibels and Acoustical Engineering
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In this lesson, students learn that sound is energy and has the ability to do work. Students discover that sound is produced by a vibration and they observe soundwaves and how they travel through mediums. They understand that sound can be absorbed, reflected or transmitted. Through associated activities, videos and a PowerPoint presentation led by the teacher, students further their exploration of sound through discussions in order to build background knowledge.

Subject:
Applied Science
Engineering
Mathematics
Measurement and Data
Physical Science
Statistics and Probability
Material Type:
Lesson
Provider:
TeachEngineering
Provider Set:
Lessons
Author:
Emma Cipriani
Geanna Schwaegerle
La’Nise Gray
Natalie Jackson
Date Added:
03/01/2019
Design Weather Instruments Using LEGO Sensors
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Educational Use
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Student teams design and create LEGO® structures to house and protect temperature sensors. They leave their structures in undisturbed locations for a week, and regularly check and chart the temperatures. This activity engages students in the design and analysis aspects of engineering.

Subject:
Applied Science
Architecture and Design
Engineering
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Date Added:
09/18/2014
Design a Soundproof Room
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Students are presented with the following challenge: their new school is under construction and the architect accidentally put the music room next to the library. Students need to design a room that will absorb the most amount of sound so that the music does not disturb the library. Students use a box as a proxy for the room need to create a design that will decrease the sound that is coming from the outside of the box. To evaluate this challenge, students use a speaker within the box and a decibel meter outside the box to measure the effectiveness of their design.

Subject:
Applied Science
Engineering
Mathematics
Measurement and Data
Physical Science
Statistics and Probability
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
Activities
Author:
Emma Cipriani
Geanna Schwaegerle
La’Nise Gray
Natalie Jackson
Date Added:
03/01/2019
Digest Your Food!
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In a multi-week experiment, student teams gather biogas data from the mini-anaerobic digesters that they build to break down different types of food waste with microbes. Using plastic soda bottles for the mini-anaerobic digesters and gas measurement devices, they compare methane gas production from decomposing hot dogs, diced vs. whole. They monitor and measure the gas production, then graph and analyze the collected data. Students learn how anaerobic digestion can be used to biorecycle waste (food, poop or yard waste) into valuable resources (nutrients, biogas, energy).

Subject:
Applied Science
Biology
Engineering
Life Science
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Caryssa Joustra
Daniel Yeh
Emanuel Burch
George Dick
Herby Jean
Ivy Drexler
Jorge Calabria
Lyudmila Haralampieva
Matthew Woodham
Onur Ozcan
Robert Bair
Stephanie Quintero
Date Added:
09/18/2014
Distance
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CC BY-NC-SA
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In this task students interpret two graphs that look the same but show very different quantities. The first graph gives information about how fast a car is moving while the second graph gives information about the position of the car. This problem works well to generate a class or small group discussion. Students learn that graphs tell stories and have to be interpreted by carefully thinking about the quantities shown.

Subject:
Mathematics
Material Type:
Activity/Lab
Provider:
Illustrative Mathematics
Author:
Illustrative Mathematics
Date Added:
04/28/2023
Do you really want to visit the Arctic?
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CC BY-NC
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This jigsaw activity introduces students with Arctic weather data using a role-playing activity that has students read and interpret graphs while considering the optimal time to plan a research mission to the Arctic.

Subject:
Atmospheric Science
Physical Science
Material Type:
Lesson
Provider:
University of Colorado Boulder
Provider Set:
Cooperative Institute for Research in Environmental Sciences (CIRES)
Date Added:
04/28/2014
Edible Rovers – High School
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Students act as Mars exploratory rover engineers, designing, building and displaying their edible rovers to a design review. To begin, they evaluate rover equipment and material options to determine which parts might fit in their given NASA budget. With provided parts and material lists, teams analyze their design options and use their findings to design their rovers.

Subject:
Applied Science
Engineering
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Ben Sprague
Chris Yakacki
Daria Kotys-Schwartz
Denise W. Carlson
Geoffrey Hill
Janet Yowell
Malinda Schaefer Zarske
Date Added:
10/14/2015
Effect of the Intestinal Protein Snakeskin on the Lifespan of Fruit Flies:  A Kaplan-Meier Survival Analysissource Draft (1) [version 1.0]
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Public Domain
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In this activity, students perform the Kaplan-Meier survival analysis on raw data obtained from an experiment that explores the effect of overexpressing the Snakeskin (Ssk) protein on the lifespan of a population of fruit flies. This tight junction equivalent protein is expressed at higher levels than normal specifically in the gut and throughout the entire lifespan of the flies. Because aging guts are accompanied by both a mislocalization and a decrease in the expression levels of junctional proteins, including Ssk, it was hypothesized that overexpressing Ssk may lead to a healthier fly with a longer lifespan. This data will be analyzed in order to determine if there is a significant difference between the control flies in which no overexpression occurs and the experimental group in which Ssk is overexpressed.

Subject:
Biology
Calculus
Life Science
Mathematics
Statistics and Probability
Material Type:
Activity/Lab
Lecture
Lesson Plan
Provider:
BioQUEST Curriculum Consortium
Provider Set:
Quantitative Biology at Community Colleges
Date Added:
02/03/2023
Energy Perspectives
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Educational Use
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Students utilize data tables culled from the US DOE Energy Information Agency to create graphs that illustrate what types of energy we use and how we use it. An MS Excel workbook with several spreadsheets of data is provided. Students pick (or the teacher assigns) one of the data tables from which students create plots and interpret the information provided. Student groups share with the class their interpretations and new perspectives on energy resources and use.

Subject:
Applied Science
Engineering
Environmental Science
Material Type:
Activity/Lab
Provider:
TeachEngineering
Provider Set:
TeachEngineering
Author:
Jan DeWaters
Susan Powers
Date Added:
09/18/2014
Energy Skate Park: Basics
Unrestricted Use
CC BY
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Students will: Predict the kinetic and potential energy of objects Design a skate park Examine how kinetic and potential energy interact with each other

Subject:
Physical Science
Physics
Material Type:
Simulation
Provider:
University of Colorado Boulder
Provider Set:
PhET Interactive Simulations
Author:
Ariel Paul
Emily B Moore
Katherine Perkins
Noah Podolefsky
Sam Reid
Trish Loeblein
Date Added:
01/31/2012