Code.org
Cleaning Data
"Clean the data!" "I did not know it was dirty." Introduce your class to the process of cleaning data so that it can analyze it. Groups work through a guide that demonstrates the common ways to filter and sort data. Pairs then...
EngageNY
Evaluating Reports Based on Data from a Sample
Statistics can be manipulated to say what you want them to say. Teach your classes to be wise consumers and sort through the bias in those reports. Young statisticians study different statistical reports and analyze them for misleading...
EngageNY
Sampling Variability in the Sample Mean (part 1)
How accurate is data collected from a sample? Learners answer this question using a simulation to model data collected from a sample population. They analyze the data to understand the variability in the results.
American Psychological Association
Do Cookies/Donuts Improve Memory? Errors in Methodology
If the methodology is skewed, the results will be skewed. That's the takeaway from an exercise designed to get class members thinking about research methods and statistics gathering. Instructors manipulate the testing environment to...
Curated OER
Error/Uncertainty Analysis Worksheet for ___________________
This worksheet is meant to be used in laboratory experiments for which there is an accepted value that pupils are attempting to discover. It asks them to compare their results to commonly accepted values and then to calculate the percent...
EngageNY
Margin of Error When Estimating a Population Mean (part 1)
We know that sample data varies — it's time to quantify that variability! After calculating a sample mean, pupils calculate the margin of error. They repeat the process with a greater number of sample means and compare the results.
Curated OER
Characterization
A 46-slide presentation focuses on ways to describe characters in stories, how to create story characters, and how to show a character's personality in a student-created story. The colorful and engaging slides provide lots of great ideas...
Balanced Assessment
Presidential Popularity
Media often misrepresent data and statistics to their advantage. This lesson asks scholars to analyze an article with misleading statistics. They use margin of error and mean data in their studies. Once they complete their analysis,...
Curated OER
MLK Letter From Birmingham Jail Analysis
Designed as a PowerPoint presentation for AP English class, this resource provides a detailed analysis of the content, format, and purpose of Dr. Martin Luther King, Jr’s “Letter from the Birmingham Jail.” Because much of the...
Bonneville
Solar Powered Water Pumping
Here's the perfect lesson for those who think the world needs faster pumps. Building on the previous activity, scholars work to make the pumps function faster in transferring water between containers. They try adding an additional solar...
Curated OER
Cartoons for the Classroom: The Tea Party
Investigate the Tea Party Movement through this political cartoon analysis handout! Background information gives scholars the necessary context to access the cartoon, and includes the historical derivation of the Tea Party name. Three...
Curated OER
Bounce With Me
How many practice lay-ups do you think Michael Jordan has done in his lifetime? Too many to count, but he had to start somewhere! Practice is the key to getting better in any activity. Look through this basketball lesson as there are...
EngageNY
Understanding Box Plots
Scholars apply the concepts of box plots and dot plots to summarize and describe data distributions. They use the data displays to compare sets of data and determine numerical summaries.
Intel
Track the Trends
Allow your classes to research what interests them. An engaging STEM lesson, the fourth in the series of six, asks individuals to choose a topic of interest and analyze the data through regression models. The regression equations allow...
Curated OER
Research Methods in Psychology
This 5-question psychology review provided by Sparknotes addresses sampling bias, correlative data, statistical significance, and more.
EngageNY
Tax, Commissions, Fees, and Other Real-World Percent Problems
Pupils work several real-world problems that use percents in the 11th portion of a 20-part series. The problems contain percents involved with taxes, commissions, discounts, tips, fees, and interest. Scholars use the equations formed for...
Intel
Biomes in Action
A STEM project-based learning lesson, number four in a series of 10, focuses on human impacts to biomes around the world. Groups work together as environmentalists to research a specific biome, investigating human impacts on it. From...
Curated OER
Walk Two Moons: Hook and Concept of a Frame Story
As an introduction to Sharon Creexh's Walk Two Moons, a volunteer dons a pair of boots and walks about the classroom.Observers then ponder the axiom, Don't judge a man until you've walked two moons in his moccasins. Their collaborative...
Curated OER
Creating a Mathematical Model Using Weather Data
Students explore the concept of mathematical models. In this mathematical model lesson plan, students create a mathematical model from data from 4 cities over 15 months. Students are told they are working for a weather station. ...
Curated OER
Cartoons for the Classroom: General Motors Bailout
Bestow background in big business bailouts on your scholars with this political cartoon analysis handout. Two cartoons focus on the General Motors bankruptcy, and its effect on American taxpayers. Background information gives context for...
Curated OER
Cartoons for the Classroom: The Future of Newspapers
Are newspapers dying, or fighting to survive? Give your scholars access to this controversial debate using political cartoons. In this analsyis handout, 2 cartoons display the changing role of newspapers in a world of online media....
Curated OER
Olympics and Politics: Let the Games Begin!
Let the games begin! Use political cartoons to analyze current events regarding the Olympic Games. This worksheet includes two cartoons depicting the 2008 Beijing Olympics, background information to help with analysis, and talking points...
Curated OER
The Metamorphosis: Problematic Situation
Are you enjoying the use of all five senses? Imagine that you have to lose one of them; you can choose which one, but it's gone forever. Work through a lesson based on Franz Kafka's The Metamorphosis that asks class members to rank their...
Inside Mathematics
Rugs
The class braids irrational numbers, Pythagoras, and perimeter together. The mini-assessment requires scholars to use irrational numbers and the Pythagorean Theorem to find perimeters of rugs. The rugs are rectangular, triangular,...