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PHET
Least-Squares Regression
Less is best when looking at residuals. Scholars use an interactive to informally fit a linear regression line to data on a scatter plot. The interactive provides a correct best fit line with residuals and correlation coefficient to...
Curated OER
Fantasy Baseball
Check out this thematic unit, based on the game of baseball. Learners investigate numbers and number relations as they become familiar with some of the basic terminology associated with the game. They focus their attention on actual...
US Department of Commerce
Featured Activity: City Planning With Census Data
What's more important ... an ice cream store or a police station? How about a school or a hospital? Using a simulation game, pupils allot resources as the federal government would based on the census. Discussion questions round out the...
Curated OER
Student News And Weather Channel
Fabulous! Your 5th graders should love this project. As an ongoing lesson throughout the year students use temperature probes to record outside temperature and then document their data using spreadsheets. They use their weather data and...
Curated OER
Go Fish
Help learners discover methods to estimate animal population. They will participate in a simulation of catching and tagging fish in order to estimate the fish population. They scoop and count goldfish crackers, record data, and use...
Laboratory for Atmospheric and Space Physics
Explore Saturn and Titan with Spectral Data
Titan is Saturn's largest moon and has its own atmosphere. An attention-grabbing tutorial allows learners to analyze the spectrum of Saturn and Titan to determine their elemental compositions. Scholars compare a known element's spectrum...
Polar Trec
Polar Detectives: Using Ice Core Data to Decode Past Climate Mysteries
How does examining an ice core tell us about weather? Learners set up and explore fake ice cores made of sugar, salt, and ash to represent historical snowfall and volcanic eruptions. From their setups, scholars determine what caused the...
Magic of Physics
Shadows
Sunrise, sunset ... swiftly move the shadows! Pupils practice comparing shadow length data with a hands-on activity. The resource allows users to examine and measure the shadow cast by a stick as the sun moves overhead before testing...
Curated OER
Interpreting Medical Data
Students explore human anatomy by graphing scientific data. In this vision lesson, students discuss how ophthalmology works and take their own eye assessment test using the Snellen chart. Students collect vision data from all of their...
Curated OER
How Do Earthquakes Affect Buildings?
Students simulate earthquakes utilizing an online program, and examine the earthquake-proofing construction for their building. They chart and analyze their simulated data using
Curated OER
All About Graphs
Students practice organizing data by creating graphs. In this statistics lesson, students survey the class about favorite colors and create a bar graph using the data. Students complete a test based on pet and animal statistics.
Curated OER
Shaky New Zealand
Students explore geography by answering study questions in class. In this plate tectonics lesson, students identify the earthquake data concerning the country of New Zealand and answer questions regarding the data. Students identify...
Curated OER
Designing a Germination Experiment
Students explore botany by participating in a seed experiment. In this plant nutrition lesson, students define several science experiment vocabulary terms like observation, treatment, and replicate. Students utilize soaked seeds in a...
Bowland
Fashionista
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...
Beyond Benign
The Big Melt: Arctic Ice Caps
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...
Curated OER
Good Vibrations Remote Sensing data Collection: Thermal Emission Spectrometer
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...
Curated OER
Weather Reporter
Fourth graders generate an oral presentation on the weather. In this weather instructional activity, 4th graders watch the weather for a week and record the data on a chart. Students give a weather report at the end of the week.
Curated OER
Measurement and Paper Airplanes
Sixth graders investigate physics by creating paper airplanes. For this flight experiment lesson, 6th graders utilize stationary tools to create elaborate paper airplanes which they fly on their school grounds. Students complete...
Curated OER
Storm Alert!
Students investigate the different types of storms by creating a graphic organizer. In this weather lesson, students analyze data from previous storms while completing a graphic organizer. Students role-play as though they...
K20 LEARN
As Cold As Ice
Do scientists really change their minds when presented with new evidence? Young scientists learn about two competing theories and must decide between them. They perform a simulation and have access to actual field data. Then, scholars...
Pingry School
The Water Lab – Spreadsheet Simulation
More than 70 percent of people and 90 percent of businesses use spreadsheets regularly. While many courses overlook the important skill, the simple water lab focuses on entering spreadsheet data, formatting it, and printing plots based...
Bowland
Crash Test
Use mathematics and simulations to investigate car crashes. IScholars test hypotheses involving car crashes. They collect, analyze, and display data from computer simulations to support or refute their hypotheses.
Teach Engineering
Recommendations and Presentations: Drum Roll Please
Teams analyze the data they collected during the past six lessons and finalize where they will build a survival cavern. They then present their decisions to the rest of the class and justify their locations.
Computer Science Unplugged
Computing: Databases Unplugged
How do databases store and retrieve information? The activities in the resource provide fundamental concepts of databases by introducing an approach that teaches the basics without using computers. The pupils act as the actual data...