Lesson Plan
Code.org

Good and Bad Data Visualizations

For Teachers 9th - 12th
Good versus bad data. Pairs rate online collections of data representations from good to bad and then suggest ways to improve the visualizations. The class then creates a list of best practices and common errors in data representations...
Lesson Plan
University of Georgia

Heating and Cooling of Land Forms

For Students 9th - 12th
Compare heating and cooling rates of different land forms. A lab activity has groups collect data on the rate of heating and cooling of soil, grass, saltwater, fresh water, and sand. An analysis of the rates shows how the different land...
Lesson Plan
Code.org

Discover a Data Story

For Teachers 9th - 12th
"Data is so boring, there's no way to find any patterns in them."  Or is there? Pairs investigate data sets using different data visualization tools to discover a trend that may exist in a data set. Once they find a trend or...
Worksheet
Federal Reserve Bank

“Dewey Defeats Truman”: Be Aware of Data Revisions

For Students 11th - 12th Standards
Discover the impact and importance of data releases about current economic conditions in the United States. Your class members will learn about data revision and the GDP, and how these figures can alter people's views on the economy.
Worksheet
Curated OER

Eastern European Studies

For Students 6th - 10th
One worksheet, three projects. Learners explore Eastern Europe and mark Eastern European countries on a map. They then collect and record census data on thirteen different countries, and write a 3-5 page expository essay on one of the...
Lesson Plan
Sea World

Splash of Math

For Teachers 4th - 8th
How can kids use math to learn about marine life? Combine math skills with science lessons in a resource featuring activities about life in the sea. Kids graph and calculate data, solve complex word problems, measure geometric shapes,...
Lesson Plan
Curated OER

Instantaneous Rate of Change of a Function

For Teachers 10th - 12th Standards
Pupils draw the graph of a door opening and closing over time. They graph a given function on their calculators, create a table of values and interpret the results by telling if the door is opening or closing and evaluate the average...
Worksheet
Curated OER

Light Stick Chemistry

For Students 6th
In this descriptive investigation instructional activity, 6th graders conduct an investigation to determine if heat energy affects the brightness of a light stick. The students will form a prediction, collect data and answer 3 conclusion...
Activity
National Council of Teachers of Mathematics

Eruptions: Old Faithful Geyser

For Teachers 9th - 12th Standards
How long do we have to wait? Given several days of times between eruptions of Old Faithful, learners create a graphical representation for two days. Groups combine their data to determine an appropriate wait time between eruptions.
Lesson Plan
Willow Tree

Scatterplots and Stem-and-Leaf Plots

For Students 9th - 12th Standards
Is there a correlation between the number of cats you own and your age? Use a scatter plot to analyze these correlation questions. Learners plot data and look for positive, negative, or no correlation, then create stem-and-leaf plots to...
Activity
1
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Teach Engineering

Density Column Lab - Part 1

For Teachers 7th - 9th Standards
Mass and density — aren't they the same thing? This activity has groups use balance beams and water displacement to measure several objects. The pupils use the measurements to calculate the density of the objects. 
Lesson Plan
Code.org

Check Your Assumptions

For Teachers 9th - 12th
Always check your assumptions when interpreting data and data visualizations. That's the take away from this exercise. Class members examine a failed project that looks at search trends to predict flu outbreaks and consider the...
Assessment
Achieve

Ground Beef

For Students 7th - 10th Standards
Ever wonder how a butcher creates the different types of ground beef? Young mathematicians explore the methods butchers use to create their desired ground beef quality. Given a combination of two types of meat with varying...
Lesson Plan
1
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Beyond Benign

In a Lather

For Students 6th - 8th
Time to come clean! Scholars continue preparing the shampoo they created in the previous two lessons. The purpose of this stage is to calculate the perfect amount of additive to make the shampoo lather. 
Lab Resource
Pingry School

Acid-Base Indicators

For Students 9th - 12th
Acid-base indicators are an essential part of any chemistry classroom. Individuals explore the color-changing feature of the important indicators in a vibrant hands-on activity. Using serial dilution, learners create solutions ranging...
Worksheet
Curated OER

Formula of a Hydrate Lab

For Students 10th - 12th
In this hydrate worksheet, students find the formula of an unknown salt by determining the mass of water in the heated compound. Students burn off the water and record data to establish the final mass and formula of the hydrate.
Lesson Plan
Statistics Education Web

Consuming Cola

For Students 9th - 12th Standards
Caffeine affects your heart rate — or does it? Learners study experimental design while conducting their own experiment. They collect heart rate data after drinking a caffeinated beverage, create a box plot, and draw conclusions....
Assessment
Inside Mathematics

Snakes

For Teachers 9th - 12th Standards
Get a line on the snakes. The assessment task requires the class to determine the species of unknown snakes based upon collected data. Individuals analyze two scatter plots and determine the most likely species for five...
Assessment
Inside Mathematics

Population

For Teachers 9th - 12th Standards
Population density, it is not all that it is plotted to be. Pupils analyze a scatter plot of population versus area for some of the states in the US. The class members respond to eight questions about the graph, specific points and...
Activity
Firelands Local Schools

Exponential Growth and Decay

For Students 9th - 12th Standards
How can you safely model exponential growth and decay? A hands-on activity uses candies to model not only exponential decay, but also exponential growth. Exponential equations are fitted by hand and by use of a calculator...
Assessment
Noyce Foundation

Granny’s Balloon Trip

For Teachers 5th - 8th Standards
Take flight with a fun activity focused on graphing data on a coordinate plane. As learners study the data for Granny's hot-air balloon trip, including the time of day and the distance of the balloon from the ground, they practice...
Lesson Plan
Messenger Education

Cooling with Sunshades

For Students 9th - 12th Standards
Messenger's sun shade measures 8 ft x 6 ft and will have temperatures reaching 700 degree Fahrenheit on the outside while maintaining a cool 70 degrees underneath. In the third activity of four, groups discuss the basic properties of...
Lesson Plan
NASA

Is It Alive?

For Teachers 5th - 12th
Determining whether or not something is living can be more difficult than it seems. Put your young scientists to work defining their own criteria to identify life, then work with three samples to see if they are alive or...
Worksheet
Curated OER

Artist Online Report Form

For Students 6th - 8th
Get those middle schoolers ready for writing excellent reports. This outline provides instructions and organized space to help learners gather information in a thoughtful and useful way. They research the life and works of an artist....