Lesson Plan
University of Georgia

Freezing and Melting of Water

For Students 9th - 12th
Examine the behavior of energy as water freezes and melts. An engaging activity provides a hands-on experience to learners. Collaborative groups collect data and analyze the graphs of the temperature of water as it freezes and then...
Worksheet
Curated OER

Exercise and the Human Heart

For Students 4th - 6th
Interpret data and learn about the human heart in one activity! After learning about the way blood flows in the body, fifth graders answer two questions about a graph displaying pulse rate. They then take their own pulses to find the...
Lesson Plan
NOAA

The Oceanographic Yo-yo

For Teachers 7th - 8th
How does chemistry help deep-sea explorers? Part four of a five-part series of lessons from aboard the Okeanos Explorer introduces middle school scientists to technologies used in ocean exploration. Groups work together to analyze data...
Lesson Plan
Kenan Fellows

Designing and Analyzing Data Collected from Wearable Devices to Solve Problems in Health Care

For Teachers 9th - 12th Standards
Wearable devices have become more the norm than the exception. Learners analyze data from a sample device with a regression analysis in a helpful hands-on lesson. Their focus is to determine if there is a connection between temperature...
Interactive
Laboratory for Atmospheric and Space Physics

Science at 100,000 Feet

For Students 9th - 12th
Take your class up, up, and away with an engaging weather balloon simulation! Individuals get hands-on experience in creating and launching their own airborne labs to study how temperature and pressure affect substances at 100,000...
Lesson Plan
Curated OER

Interpreting Data and Building Hypothesis

For Teachers 9th - 12th
Students define the term species, and graph species data together with previously collected data at the National Zoo. They interpret graphed data and recognize patterns in the streamside quadrant versus hillside quadrant. Students use...
Activity
Consortium for Ocean Leadership

Nannofossils Reveal Seafloor Spreading Truth

For Teachers 5th - 8th Standards
Spread the word about seafloor spreading! Junior geologists prove Albert Wegener right in an activity that combines data analysis and deep ocean exploration. Learners analyze and graph fossil sample data taken from sites along the...
Worksheet
Raytheon

Data Analysis and Interpretation

For Students 6th - 8th
For this data analysis and interpretation worksheet, learners use charts, graphs, statistics to solve 42 pages of problems with answer key included.
Worksheet
Curated OER

Using Bar Graphs

For Students 2nd - 4th Standards
What's your favorite pizza topping? Scholars analyze two bar graphs, one depicting a math club's favorite pizza toppings and the other ice cream sales per flavor. As they examine the graphs, learners answer a few comprehension questions....
Lesson Plan
Curated OER

Water Meter Reader

For Teachers 7th - 12th
Junior high schoolers learn how to read a water meter, track their family water usage, and discuss the amount in class with other pupils. They will interpret real-world data and graph it. It is ideal for increasing awareness and...
Activity
Howard Hughes Medical Institute

Lactase Persistence: Evidence for Selection

For Teachers 9th - 12th Standards
What's the link between lactase persistence and dairy farming? Biology scholars analyze data to find evidence of the connection, then relate this to human adaptation. Working individually and in small groups, learners view short video...
Lesson Plan
Curated OER

Tell Us All: Tools for Integrating Math and Engineering

For Teachers 7th - 12th
What a scam! Middle and high schoolers pose as journalists exposing consumer fraud. For this lesson, they write an article for a magazine using data collected during previous investigations (prior lessons) to defend their findings that a...
Lesson Plan
Virginia Department of Education

Weather Patterns and Seasonal Changes

For Teachers K - 2nd Standards
Get your class outside to observe their surroundings with a activity highlighting weather patterns and seasonal changes. First, learners take a weather walk to survey how the weather affects animals, people, plants, and trees during...
Lesson Plan
National Wildlife Federation

Wherefore Art Thou, Albedo?

For Teachers 9th - 12th Standards
In the sixth lesson in a series of 21, scholars use NASA data to graph and interpret albedo seasonally and over the course of multiple years. This allows learners to compare albedo trends to changes in sea ice with connections to the...
Lesson Plan
Curated OER

Great Lakes Snow Analysis Collaborative Network

For Teachers 6th - 8th
Students interpret data on snow cover and analyze trend patterns. In this snow lesson students compare data and locate their school's GPS coordinates.
Lesson Plan
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Chicago Botanic Garden

Climate Change Around the World

For Teachers 10th - 12th Standards
You know climate change is happening when you see a bee take off its yellow jacket. Part four in a series of five lessons explores all factors affecting climate change: temperature, cloud cover, precipitation, and carbon dioxide. By...
Lesson Plan
Curated OER

Data, Data, Everywhere... and What Am I To Think?

For Teachers 9th - 10th
Students demonstrate good random sampling techniques for data collection, select and develop graphic presentations of data and analyze the data to solve a problem presented.
Lesson Plan
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California Academy of Science

California's Climate

For Teachers 3rd - 5th Standards
The United States is a large country with many different climates. Graph and analyze temperature and rainfall data for Sacramento and Washington DC as you teach your class about the characteristics of Mediterranean climates. Discuss the...
Lesson Plan
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Chicago Botanic Garden

Plant Phenology Data Analysis

For Students 5th - 6th
Studying data over time can paint a pretty interesting picture. Learners use data they collected in the previous lesson to compare to historical data in a similar region. They graph the data of the first bloom of a specific species over...
Activity
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Teach Engineering

Understanding the Air through Data Analysis

For Teachers 9th - 12th Standards
Is there a correlation or causation relationship between air pollutants? Groups develop a hypothesis about the daily variation of air pollutants, specifically ozone and CO2. Using Excel to analyze the data, the groups evaluate their...
Lesson Plan
Curated OER

Interpreting Data from Birdfeeders

For Teachers 2nd - 5th
What kinds of birds live in your area? Read a book about birds to your learners and explore their feeding patterns. Charts and graphs are provided in this three page packet, but consider assigning the basic questions if using with young...
Worksheet
Math Worksheets Land

Pie or Circle Graphs Problems - Independent Practice Worksheet

For Students 3rd Standards
Third graders take a set of data and turn it into a pie graph with an independent worksheet. Containing 10 sets of data, the resource reinforced data analysis skills that pupils can use throughout a graphing unit. 
Lesson Plan
NOAA

Graphing Temperatures

For Teachers 6th - 8th
Battle of the hemispheres? In the fourth installment of a five-part series, young oceanographers use the NOAA website to collect temperature data from drifters (buoys), one in the Northern Hemisphere and one in the Southern Hemisphere....
Lesson Plan
Curated OER

Using Your Marbles - Volume Measurement and Reporting

For Teachers 3rd
Demonstrate how to measure the volume of liquids and solids immersed in liquid to your class. They observe a teacher-led demonstration, and in small groups construct a data table that demonstrates how many marbles were used and the...