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EngageNY
The Difference Between Theoretical Probabilities and Estimated Probabilities
Flip a coin to determine whether the probability of heads is one-half. Pupils use simulated data to find the experimental probability of flipping a coin. Participants compare the long run relative frequency with the known theoretical...
Curated OER
Pike Problems in Lake Davis
Pike fish pose a threat to native trout and catfish in lakes. Would you drain and poison a lake to get rid of the Pike fish? If the lake was drained and poisoned, then refilled and repopulated with trout and catfish, how would you...
Curated OER
Species and Specimens: Exploring Local Biodiversity
Learners practice skills essential to all scientific investigation: carefully observing and collecting data. They become field biologists in a series of hands-on activities to collect and identify specimens, and survey and calculate the...
Virginia Department of Education
Energy and ATP
Take charge of your biology class by using this exciting analogy to relate the ATP process with batteries. Pupils use batteries and rubber bands to simulate the phosphate bonds between molecules in the body. They measure the distance in...
Teach Engineering
About Accuracy and Approximation
How accurate are robots? Groups draw lines by moving robots backwards and forwards by one rotation of the wheels. Using the appropriate formula, they determine the percent error in the length of the lines in relation to the calculated...
Purdue University
Getting the Dirt on Decomposition
Sometimes science requires getting a little dirty. A hands-on lesson explores the idea of decomposition by building a compost structure. Using red worms and dirt, individuals build and collect data on the rate of decomposition. The STEM...
NASA
Tools to Study Tornadoes and Galaxies
Take your class on an intergalactic journey as they explore the galaxy and various meteorological events taking place in our atmosphere each day. Learners investigate electromagnetic waves and the Doppler Effect before gathering radar...
Virginia Department of Education
Radioactive Decay and Half-Life
Explain the importance of radioactive half-life as your high school biologists demonstrate the concept by performing a series of steps designed to simulate radioactive decay. Pupils use pennies to perform an experiment and gather data....
Michigan State University
In Search of Life
Explore the habitats around you with an activity that takes kids out of the classroom to learn about the local variety of habitats and the living things that call them home. In small groups, scholars investigate their surroundings,...
Pace University
Grade 7 Earth Day Statistics with Circle and Bar Graphs
Take a tiered approach to studying waste. The lesson uses Earth Day to present differentiated instruction around using circle and bar graphs. Each group gets a cube based on their tiers and works collaboratively as well as individually...
EngageNY
Graphs of Exponential Functions
What does an exponential pattern look like in real life? After viewing a video of the population growth of bacteria, learners use the real-life scenario to collect data and graph the result. Their conclusion should be a new type of...
Kenan Fellows
Absorbance Curves: Using Spectrophotometers to Quantize the Effects of a Strong Acid on a Buffer
The Henderson-Hasselbalch equation combined logarithmic terms with the application of carbonic acid as a buffer solution. Scholars learn investigate equation and its applications through hands-on experiments. They collect data and...
Willow Tree
Data Sampling
Some say that you can make statistics say whatever you want. It is important for learners to recognize these biases. Pupils learn about sample bias and the different types of samples.
Virginia Department of Education
Permeability and Porosity
Covering both permeability and porosity, scholars perform a hands-on experiment testing various soil types. The material includes a pre-lesson worksheet to help focus pupils on the task at hand.
Chicago Botanic Garden
Personal Choices and the Planet
The last activity in the series of four has individuals determine steps they can take to reduce their carbon footprints and then analyze their schools' recycling programs. Through a sustainability audit, they identify how and where their...
Curated OER
Graphing Data
Second graders graph data about their classmates. In this data analysis lesson, 2nd graders ask each other several questions about their hair color and eye color. Students graph the data that they collected.
Curated OER
Weather, Data, Graphs and Maps
Learners collect data on the weather, graph and analyze it. In this algebra activity, students interpret maps and are able to better plan their days based on the weather reading. They make predictions based on the type of clouds they see.
Curated OER
Dealing with Data
Seventh graders collect and analyze data. In the seventh grade data analysis lesson plan, 7th graders explore and/or create frequency tables, multiple bar graphs, circle graphs, pictographs, histograms, line plots, stem and leaf...
Curated OER
Data Analysis: Infiltration Rate and Composition of Concrete
Students collect and graph data. In this statistics lesson plan, students analyze data using a spreadsheet program. They display their data effectively and analyze it.
Curated OER
Color Graphs and Poetry
Students explore color as they create graphs, write poetry, and examine varied interior designs. They respond to writing prompts describing their favorite color. Students collect data and create a bar graph based on a class survey. They...
Curated OER
Observations (collecting data)
Students observe and collect data about the earthworm. In this observation of an earthworm lesson plan, students use an earthworm to determine the effects of light and incline on the earthworm's behavior. They practice making...
Curated OER
What Are Erosion and Sediments?
Learners create experiments in class based on the erosion of Earth. In this erosion lesson, students perform a lab in class replicating the effects of erosion. Learners finally draw their own conclusions based on the research performed.
Curated OER
Collecting and Classifying Pollen
Young scholars collect and analyze pollen from different species of plants. In small groups, they classify pollen according to shape, size and physical characteristics. They draw the basic anatomy of flowering plants and create a...
Curated OER
And Now, the Weather...
Students collect and analyze data. In this middle school mathematics/science lesson, students collect temperature reading over a 24 hour period. Students analyze the data for mean, median, maximum and minimum.
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