Lesson Plan
Mascil Project

Amberhavn: New Bus Network

For Teachers 9th - 12th
Public transportation is an important aspect of any growing city. Collaborative groups work to redesign a system for a city in need of restructuring. Young scholars design a route, create a timetable, and incorporate a quality control...
Lesson Plan
Bowland

Fashionista

For Teachers 6th - 9th
So trendy! Show your class how to identify trends in sales patterns using mathematics. Scholars use a software simulation to collect data on age groups, price, and sales at a fashion store. This data allows individuals to determine the...
Lesson Plan
Beyond Benign

The Big Melt: Arctic Ice Caps

For Teachers 9th - 12th Standards
Are the Arctic ice caps really melting out of existence? Junior climatologists examine the statistics of ice decline through four math-based lessons. Each activity incorporates data, climate information, and environmental impact into an...
Lesson Plan
Curated OER

Good Vibrations Remote Sensing data Collection: Thermal Emission Spectrometer

For Teachers 4th - 8th
The Mars Global Surveyor spent two years creating a mineral map of the planet Mars using thermal emission spectrometry. To help young astronomers understand this remote sensing instrument, have them simulate how data is collected and...
Unit Plan
Bowland

My Music

For Teachers 6th - 9th
Scholars investigate how the tempo of music affects heartbeats. Groups  develop hypotheses about music and its connection to heartbeats before carrying out an experiment. They analyze and present data from their investigations.
Lesson Plan
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Chicago Botanic Garden

Impacts of Climate on Forest Succession

For Students 10th - 12th Standards
Part two in a series of four explores the effects of climate on succession or the changing of plant species in a forest. Groups review how to identify trees and then spend a day in the field collecting extensive data on trees to...
Lesson Plan
American Statistical Association

More Confidence in Salaries in Petroleum Engineering

For Teachers 9th - 12th Standards
Making inferences isn't an exact science. Using data about salaries, learners investigate the accuracy of their inferences. Their analyses includes simulations and randomization tests as well as population means.
Unit Plan
Intel

Play Ball!

For Students 8th - 12th Standards
Math and sports meet on the baseball diamond in the first STEM lesson in a series of six that asks pupils to collect and perform comparative analyses of data specific to baseball. Following the analysis, scholars create a presentation...
Activity
It's About Time

Factors Affecting Population Size

For Teachers 7th - 12th
How do we predict future population growth? Young researchers investigate various factors affecting the size of our population. As they calculate and interpret graphs to determine factors that could potentially affect increases...
Assessment
EngageNY

End-of-Module Assessment Task: Grade 8 Module 6

For Students 8th Standards
Test your knowledge of linear functions and models. The last installment of a 16-part module is an end-of-module assessment task. Pupils solve multi-part problems on bivariate data based on real-world situations to review concepts from...
Interactive
Shodor Education Foundation

Regression

For Students 9th - 12th Standards
How good is the fit? Using an interactive, classmates create a scatter plot of bivariate data and fit their own lines of best fit. The applet allows pupils to display the regression line along with the correlation coefficient. As a final...
Lesson Plan
Bowland

Mystery Tours – Plan Your Tour

For Teachers 6th - 9th
Everyone loves a vacation and a set of three activities has groups planning a tour of the U.K. using given distance, time, and price data. They solve a variety of problems related to the trip and produce a report on the success of...
Activity
Illustrative Mathematics

Growing Bean Plants (Grade 2)

For Students 2nd Standards
After planting a bean seed in a jar, young scientists observe the growth patterns over several days. As the bean becomes a sprout, and the sprout becomes a plant, partners measure and plot the data. They notice patterns, practice...
Activity
Howard Hughes Medical Institute

Spreadsheet Tutorial 4: t-Test

For Students 9th - 12th
The t-test tutorial will fit your needs to a T. After calculating the mean, sum of squares, standard deviation, and variance of two data sets on a spreadsheet, scholars learn to calculate the t-values. They then learn to use the TTEST...
Lesson Plan
NOAA

Climographs

For Teachers 6th - 8th
In the second lesson plan of a five-part series, young climatologists use provided temperature and precipitation data to create climographs of three different cities. They then analyze these climographs to develop a general...
Interactive
Shodor Education Foundation

Multiple Linear Regression

For Students 9th - 12th Standards
You'll have no regrets when you use the perfect lesson to teach regression! An interactive resource has individuals manipulate the slope and y-intercept of a line to match a set of data. Learners practice data sets with both positive and...
Printables
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Have Fun Teaching

Scientific Method

For Students 2nd - 6th Standards
Encourage your students' inner scientist by conducting experiments and recording their findings. This printable incorporates every part of the scientific method into an easy-to-read outline of experimental questions, research,...
Lesson Plan
Curated OER

Capacitors: What Are They?

For Teachers 5th - 10th
Students discover how capacitors help store data.  For this computer science lesson, students investigate how capacitors can store an electronic charge, eventually helping computers store data.  Students create their own...
Lesson Plan
Curated OER

Who's Range is it?

For Teachers 6th - 12th
Students investigate the habits of panthers by analyzing radio transmitted data.  In this animal life lesson, students utilize computers to view the range of different statistics dealing with Florida panthers.  Students...
Lesson Plan
Virginia Department of Education

Weather Patterns and Seasonal Changes

For Teachers K - 2nd Standards
Get your class outside to observe their surroundings with a lesson highlighting weather patterns and seasonal changes. First, learners take a weather walk to survey how the weather affects animals, people, plants, and trees during...
Lesson Plan
EngageNY

Margin of Error When Estimating a Population Proportion (part 2)

For Students 10th - 12th Standards
Error does not mean something went wrong! Learners complete a problem from beginning to end using concepts developed throughout the last five lessons. They begin with a set of data, determine a population proportion, analyze their result...
Activity
Teach Engineering

Applying Statistics to Nano-Circuit Dimensions in Fabrication

For Students 11th - 12th Standards
Do flexible circuits change dimensions during fabrication? Groups use GeoGebra software to measure the length of pictures of flexible nano-circuits. To determine if the circuits change dimensions, future engineers use Microsoft...
Unit Plan
Columbus City Schools

What is Up Th-air? — Atmosphere

For Teachers 7th Standards
Air, air, everywhere, but what's in it, and what makes Earth's air so unique and special? Journey through the layers above us to uncover our atmosphere's composition and how it works to make life possible below. Pupils conduct...
Activity
101 Questions

Bolt Conversion

For Teachers 6th - 8th Standards
Usain Bolt and Superman have something in common—speed! A video of one of Bolt's races introduces young scholars to the concept of unit rate. Using data from the race, the narrator calculates a unit rate in kilometers per hour, which...

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