Virginia Department of Education
Organizing Topic: Data Analysis
Learners engage in six activities to lead them through the process of conducting a thorough analysis of data. Pupils work with calculating standard deviations and z-scores, finding the area under a normal curve, and sampling...
Curated OER
What Can Data Tell Us?
Students explore data distribution. For this data analysis lesson, students create a data distribution table by playing the game "Tower of Hanoi" from the Hall of Science. Students analyze their data and answer data driven questions.
Curated OER
Sampling Bias And the California Recall
Using a 2002 California Gray David recall vote as an example, young statisticians identify sources of bias in samples and find ways of reducing and eliminating sampling bias. They consider ways to select random samples from a...
American Statistical Association
Chocolicious
To understand how biased data is misleading, learners analyze survey data and graphical representations. They use that information to design their own plans to collect information on consumer thoughts about Chocolicious cereal.
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...
Curated OER
What Can Data Tell Us?
Students analyze data they have collected themselves and by their classmates. In groups, they create data distributions to identify the highest, lowest and middle values. As a class, they discuss the concept of sample size and how it can...
Curated OER
Determining the Existence of Gender Bias in Daily Tasks
Help your kids explore gender bias. Learners design and conduct a survey examining role responsibilities within families. They determine the percentage of responsibilities for males vs. females and graph the results. Then they analyze...
Curated OER
Environmental Agents of Mathematics: Mathematics for Change
High schoolers analyze environmental science data using Math. They do research about renewable energy, gather data, create graphs and interpret their findings. Then the group presents their arguments persuasively using their findings to...
American Statistical Association
How Long Are the Words in the Gettysburg Address?
It's 268 words, but one only needs to consider 10 of them at a time. A data collection and analysis activity has learners investigate the lengths of words in the Gettysburg Address. They first self-select a sample of 10 words 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.
Curated OER
Neighborhood or Slum? Snapshots of Five Points: 1827-1867
How has your local neighborhood changed throughout recent history? Young researchers evaluate census data, images, and primary source descriptions describing the living situation in the antebellum Five Points neighborhood. They consider...
Curated OER
Sex Stereotypes in Society
Students analyze a collection of advertisements or photographs in a text or magazine and identify the stereotypes used or possible biases of the editors. They discuss how these stereotypes are formed, and the ways in which they impact...
Statistics Education Web
Types of Average Sampling: "Household Words" to Dwell On
Show your classes how different means can represent the same data. Individuals collect household size data and calculate the mean. Pupils learn how handling of the data influences the value of the mean.
Curated OER
What's in a Graph?
How many yellow Skittles® come in a fun-size package? Use candy color data to construct a bar graph and a pie chart. Pupils analyze bar graphs of real-life data on the Texas and Massachusetts populations. As an assessment at the end...
Curated OER
Scientific Data: It's Not as Pretty as It Looks!
The difference between accuracy and precision is fundamental for high school science learners. Using test kits for nitrate concentration in water, they compare readings with each other. They consider the accuracy, precision, and bias of...
Anti-Defamation League
The Movies, the Academy Awards and Implicit Bias
"And the award goes to. . . " High schoolers investigate bias in the movie industry by reading articles, watching a short video, and examining data about the Academy of Motion Picture Arts and Sciences (AMPAS) membership, nominees, and...
Anti-Defamation League
Pink Collar Jobs: Gender Segregation and Pay Inequality in the Workplace
Cartoons showing women in the workplace spark a discussion about being a business executive and claiming the corporate ladder. Small groups analyze data and create graphs that display essential information from the handouts. The class...
Curated OER
Using Random Sampling to Draw Inferences
Emerging statisticians develop the ability to make inferences from sample data while also working on proportional relationships in general. Here, young learners examine samples for bias, and then use random samples to make...
Curated OER
Can You Detect Bias?
Eleventh graders recognize some, but not all ethical processes (e.g., independent verification, clarifying assumptions, disclosing conflicts of interest) that shape scientific endeavors. Students build awareness of how various sources...
Museum of Tolerance
Why is This True?
Are wages based on race? On gender? Class members research wages for workers according to race and gender, create graphs and charts of their data, and compute differences by percentages. They then share their findings with adults and...
Curated OER
Using Primary Source Documents in the Classroom
Students use primary documents to explore the past. They consider the source of the documents and identify and biases that the author may have held. They identify any questions about the historical event that may remain after reading the...
National Wildlife Federation
Conceptualizing Module II - Putting It All Together
"Creativity is just connecting things." - Steve Jobs. After weeks of researching climate change, the ninth lesson in a series of 21 combines the data and analysis to address essential questions. It covers natural phenomenon, human...
Curated OER
Bias in Statistics
Students work to develop surveys and collect data. They display the data using circle graphs, histograms, box and whisker plots, and scatter plots. Students use multimedia tools to develop a visual presentation to display their data.
Curated OER
A Picture's Worth a Thousand Words
Students analyze the numbers of male vs female administrators and teachers from their school. In this gender equality lesson plan, students use school yearbooks from the 1950's threw present to count how many male vs. female teachers,...