National Wildlife Federation
Why All the Wiggling on the Way Up? CO2 in the Atmosphere
The climate change debate, in the political arena, is currently a hot topic! Learners explore carbon dioxide levels in our atmosphere and what this means for the future in the 11th installment of 12. Through an analysis of carbon dioxide...
Curated OER
Trash to Gas
Middle schoolers experiment with biomass materials as alternative energy sources. In this biomass material activity, students participate in an experiment with cow manure to determine how it can be used as an energy source. They record...
Curated OER
Data From Interviews
Students create and conduct a survey about favorite foods, gather and represent the data, interpret data and make predictions to present to the class. They create and use interview questions to gather data. Pupils are explained that...
Curated OER
Interpreting Graphs
Students investigate graphs. In this graphing lesson, students create a graph regarding the population of California. Students extrapolate answers concerning the data set.
Curated OER
Fruit Loop Graphing
Fifth graders interpret data and create graphs. Given Fruit Loops, they sort and classify according to color. Using spreadsheet technology, 5th graders record their data and create bar and circle graphs. Students analyze data and...
Curated OER
Bar Graphs
Third graders investigate bar graphs. In this third grade mathematics lesson, 3rd graders collect and analyze data and use the internet’s Graph challenge to create their own graphs. Students write questions for the other students to...
Curated OER
Comparing Countries
Students compare facts about different countries. In this comparing lesson, students collect information about the US and another country and compare them. Students locate countries on the map and make a hypothesis about the lives of...
Curated OER
Hemlock Trees and the Pesky Pest, The Woolly Adelgid
Students review Excel and how to create graphs with this program. They create two graphs in Excel, one showing the average number of woolly adelgid egg sacks on the outer 15 cm of hemlock branch at sites sorted by latitude, then one...
Curated OER
Ocean Temperatures
Students list data collected by marine buoys and the different kinds of moored buoys. They describe how data is transmitted worldwide. They explain the difference between near shore and offshore air and water temperatures.
Virginia Department of Education
Analyzing and Interpreting Statistics
Use measures of variance to compare and analyze data sets. Pupils match histograms of data sets to their respective statistical measures. They then use calculated statistics to further analyze groups of data and use the results to make...
American Statistical Association
How Long is 30 Seconds?
Is time on your side? Pupils come up with an experiment to test whether their classmates can guess how long it takes for 30 seconds to elapse. They divide the class data into two groups, create box-and-whisker plots, and analyze the...
Statistics Education Web
Consuming Cola
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. They...
Statistics Education Web
The Case of the Careless Zookeeper
Herbivores and carnivores just don't get along. Using a box of animal crackers, classes collect data about the injury status of herbivores and carnivores in the box. They complete the process of chi-square testing on the data from...
Statistics Education Web
10,000 Steps?
Conduct an experiment to determine the accuracy of pedometers versus pedometer apps. Class members collect data from each device, analyze the data using a hypothesis test, and determine if there is a significant difference between the...
Statistics Education Web
When 95% Accurate Isn’t
Investigate the effect of false positives on probability calculation with an activity that asks scholars to collect simulated data generated by a calculator. To finish, participants analyze the probability of certain outcomes which lead...
Teach Engineering
The Challenge Question
A research position becomes a modeling job. The introductory activity in a series of nine presents the challenge of analyzing a set of bivariate data. The class brainstorms what the data may represent. Pupils must decide what is needed...
EngageNY
Connecting Graphical Representations and Numerical Summaries
Which graph belongs to which summary statistics? Class members build upon their knowledge of data displays and numerical summaries to connect the two. Pupils make connections between different graphical displays of the same data in the...
University of Colorado
Using Spectral Data to Explore Saturn and Titan
Saturn's rings are made of dust, ice, and solid chunks of material. Individuals use spectrographs in this final installment of 22 lessons to determine the atmospheric elements. They analyze spectrums from Titan's atmosphere and Saturn's...
Chicago Botanic Garden
Weather or Not
What is the difference between weather and climate? This is the focus question of a lesson that takes a deeper look at how weather data helps determine climate in a region. Using weather and climate cards, students decide if a statement...
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...
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 graph...
University of Georgia
Splat!
What does viscosity have to do with splatter? An activity shows that the viscosity of a substance is inversely proportional to the distance of its splatter. Learners conduct the experiment by collecting data, graphing, and analyzing the...
American Statistical Association
Happy Birthday to . . . Two?
How many people do you need in a room before two likely share the same birthday? Scholars consider this puzzle by analyzing a set of data. They ponder how to divide the data and determine the proper size of a group for this event to...
American Statistical Association
Scatter It! (Using Census Results to Help Predict Melissa’s Height)
Pupils use the provided census data to guess the future height of a child. They organize and plot the data, solve for the line of best fit, and determine the likely height and range for a specific age.
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