Lesson Plan
Curated OER

What Can Data Tell Us?

For Teachers 3rd - 5th
Students explore data distribution. In 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.
Activity
Regents Prep

Activity to Show Sample Population and Bias

For Teachers 7th - 9th Standards
There is bias in many aspects of our lives, and math is no exception! Learners explore provided data to understand the meaning of biased and random samples. The resource includes various data sets from the same population, and...
Lesson Plan
American Statistical Association

Chocolicious

For Students 9th - 12th Standards
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. 
Lesson Plan
EngageNY

Evaluating Reports Based on Data from a Sample

For Students 10th - 12th Standards
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...
Lesson Plan
Curated OER

What Can Data Tell Us?

For Teachers 3rd - 5th
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...
Lesson Plan
American Statistical Association

How Long Are the Words in the Gettysburg Address?

For Teachers 6th - Higher Ed Standards
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...
Lesson Plan
Curated OER

Neighborhood or Slum? Snapshots of Five Points: 1827-1867

For Teachers 9th - 11th
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...
Lesson Plan
Statistics Education Web

Types of Average Sampling: "Household Words" to Dwell On

For Students 9th - 12th Standards
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. 
Lesson Plan
Curated OER

What's in a Graph?

For Teachers 4th - 8th
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...
Lesson Plan
Curated OER

Scientific Data: It's Not as Pretty as It Looks!

For Teachers 9th - 12th
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...
Unit Plan
Radford University

Understanding Local Economic Issues Using Statistics

For Teachers 9th - 12th Standards
A good understanding of local economics requires a lot of data. Scholars design and conduct an experimental survey to collect information about economic issues affecting their regions. They analyze their findings and prepare a...
Performance
Radford University

Statistical Study

For Teachers 9th - 12th Standards
Put your knowledge of sample surveys to good use. Pupils begin by conducting a survey of class members. They identify an appropriate topic and sampling technique; collect and organize their data; compute and analyze statistical measures;...
Lesson Plan
Curated OER

Bias in Statistics

For Teachers 7th - 8th
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.
Lesson Plan
Curated OER

Mapping Data Made Manageable

For Teachers 5th - 8th
Students explore how to select unbiased random samples as they choose report data to include on maps. They propose methods for choosing random numbers and discuss their advantages and disadvantages. They consider bias in science.
Unit Plan
Radford University

A Change in the Weather

For Students 10th - 12th Standards
Explore the power of mathematics through this two-week statistics unit. Pupils learn about several climate-related issues and complete surveys that communicate their perceptions. They graph both univariate and bivariate data and use...
Performance
Radford University

Survey Activity

For Teachers 9th - 12th Standards
It's time to take a survey. After looking at an example of a survey on lunch preferences, groups design their own surveys. They consider the sample size and sampling technique, then conduct the surveys. As a final activity, they create...
Lesson Plan
Curated OER

Lessons for Atlatl Users with Some Experience-Grade 6

For Teachers 6th
Sixth graders experiment with an atlatl and dart.  In this sixth grade data management mathematics instructional activity, 6th graders explore and determine the most suitable methods of displaying data collected from their...
Lesson Plan
Curated OER

Bias Sampling

For Teachers 3rd - 5th
Students explore statistics by conducting a scientific study. In this data analysis lesson, students conduct a class poll about popular foods of their classmates. Students complete a worksheet and discuss how bias opinions affect the...
Lesson Plan
Curated OER

Galaxy Hunter - A Cosmic Photo Safari

For Teachers 10th - 12th
Space science stars journey through our night sky and take virtual photos of galaxies to investigate simple random samples. Higher math is used to analyze the data collected. Copy the evaluation/assessment questions onto a handout...
Lesson Plan
Curated OER

Arthropod Data Collection

For Teachers 3rd - 5th
Students describe the life cycle of various bugs as well as their predators and feeding habits. The class participates in a discussion of the various methods scientists use to gather data including research and experiment. After...
Unit Plan
Radford University

SAT and ACT – How Equitable Are They?

For Teachers 9th - 12th Standards
Test the test takers' knowledge of statistics about data from the SAT and ACT tests. Future collegians explore the idea of gender and racial bias in high-stakes college admissions exams. They analyze historical data on average scores by...
Lesson Plan
Curated OER

Questioning NASA

For Teachers 4th - 7th Standards
Space science and math collide in this inquiry that investigates launching times for antacid-tablet rockets! Upper elementary or middle school learners collect data as they launch these mini rockets. They apply concepts of place value...
Lesson Plan
Curated OER

Gender Equity: I Said, She Said

For Teachers 6th - 8th
Students collect and analyze data on classroom participation.  In this gender equity lesson, students use tally marks to collect data on the sex and numbers of students who participate in classroom discussions.  Students...
Performance
Radford University

PHamily PHeud: An Exploration in Surveys

For Teachers 9th - 12th Standards
Get to know the class much better. Scholars brainstorm a topic of interest and then design and conduct a class survey. Using the top responses, they create a game similar to Family Feud and take part in a class competition.