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Performance
Radford University

Is Fall Normal?

For Teachers 9th - 12th Standards
Fine the normality of fall measurements. Pairs collect measurements of fall leaves and one other fall object. Using the measurements, the groups determine the descriptive statistics for the object and using the Empirical Rule, figure out...
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Lesson Plan
EngageNY

Modeling a Context from Data (part 1)

For Teachers 9th - 10th Standards
While creating models from data, pupils make decisions about precision. Exercises are provided that require linear, quadratic, or exponential models based upon the desired precision. 
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Lesson Plan
NASA

Observing Monsoon Weather Patterns with TRMM Data

For Teachers 6th - 8th Standards
Follow a fabulous slide show on how monsoons form and how satellite technology is being used to observe the phenomena, explaining why they occur. Afterward, visit the TRMM (Tropical Rainfall Measuring Mission) website to access actual...
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Lesson Plan
Curated OER

The Hot Dog Stand - An Annual Report

For Teachers 6th - 8th
Students run a computer simulation and collect data as they work and use the data to create an annual report for their business. It is desirable for students to do this project individually, but it could be done as a class using a large...
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Lesson Plan
Curated OER

Obstacles to Success: Misleading Data

For Teachers 11th
Eleventh graders explore how data reported by country agencies can mislead the public intentionally or unintentionally. In this Cross Curricular activity, 11th graders analyze charts and graphs in order to draw conclusions. Students...
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Interactive
CK-12 Foundation

Displaying Univariate Data: Ordering Leaves

For Students 9th - 12th Standards
Leaf a little time to organize data. Given data displayed in a stem-and-leaf plot, learners organize the data in a list. Pupils use the data to determine the mode, median, and range of the data set. They determine the benefits of using a...
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Interactive
CK-12 Foundation

Variance of a Data Set

For Students 9th - 12th Standards
Use variable value sliders to understand variance. The interactive shows four whole numbers, their mean and deviation. Using the information, pupils find the variance of the numbers and respond to question related to the understanding of...
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Lesson Plan
Curated OER

Data and Scientific Graphs

For Teachers 10th - 11th
Students conduct experiments and graph their data. In this statistics lesson, students collect data and graph it on a coordinate plane. They analyze the data looking for patterns and they discuss their findings with the class.
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Lesson Plan
Code.org

Check Your Assumptions

For Teachers 9th - 12th
Always check your assumptions when interpreting data and data visualizations. That's the take away from this exercise. Class members examine a failed project that looks at search trends to predict flu outbreaks and consider the...
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Lesson Plan
Kenan Fellows

Climate Change Impacts

For Teachers 9th - 12th Standards
Turn up the heat! Young mathematicians develop models to represent different climates and collect temperature data. They analyze the data with regression and residual applications. Using that information, they make conclusions about...
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Lesson Plan
EngageNY

Describing Variability Using the Interquartile Range (IQR)

For Teachers 6th Standards
The 13th instructional activity in a unit of 22 introduces the concept of the interquartile range (IQR). Class members learn to determine the interquartile range, interpret within the context of the data, and finish by finding the IQR...
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Lesson Plan
Statistics Education Web

How High Can You Jump?

For Students 9th - 12th Standards
How high can your pupils jump? Learners design an experiment to answer this question. After collecting the data, they create box plots and scatter plots to analyze the data. To finish the instructional activity, they use the data to...
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Lesson Plan
Virginia Department of Education

Linear Curve of Best Fit

For Teachers 10th - 12th Standards
Is foot length to forearm length a linear association? The class collects data of fellow scholars' foot length and the length of their forearms. They plot the data and find a line of best fit. Using that line, they make predictions of...
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Lesson Plan
Virginia Department of Education

May I Have Fries with That?

For Teachers 6th
Not all pie graphs are about pies. The class conducts a survey on favorite fast food categories in a lesson on data representation. Pupils use the results to create a circle graph.
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Lesson Plan
American Statistical Association

Scatter It! (Predict Billy’s Height)

For Teachers 8th Standards
How do doctors predict a child's future height? Scholars use one case study to determine the height of a child two years into the future. They graph the given data, determine the line of best fit, and use that to estimate the height in...
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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. 
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Lesson Plan
Towson University

Looking Backwards, Looking Forward

For Teachers 6th - 8th Standards
How do scientists know what Earth's climate was like millions of years ago? Young environmental scholars discover how researchers used proxy data to determine the conditions present before written record. Grouped pupils gain experience...
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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. 
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Lesson Plan
American Statistical Association

EllipSeeIt: Visualizing Strength and Direction of Correlation

For Teachers 6th - 8th Standards
Seeing is believing. Given several bivariate data sets, learners make scatter plots using the online SeeIt program to visualize the correlation. To get a more complete picture of the topic, they research their own data set and perform an...
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Unit Plan
Association of American Geographers

Project GeoSTART

For Teachers 7th - 12th Standards
Investigate the fascinating, yet terrifying phenomenon of hurricanes from the safety of your classroom using this earth science unit. Focusing on developing young scientists' spacial thinking skills, these lessons engage learners in...
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Interactive
NOAA

Investigating Sea Level Using Real Data

For Students 6th - 8th Standards
The news reports on rising sea level, but how do scientists measure this rise? Scholars use NOAA data including maps, apps, and images to work through five levels of activities related to sea level. Each level in the series adds a new...
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Worksheet
Curated OER

Experiment Report

For Students 7th - 10th
In this experimental design activity, students fill out their title, hypothesis, independent and dependent variables, data table, graph and conclusion for their lab.
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Lesson Plan
Curated OER

TV Weather Announcers

For Teachers 1st - 4th
Elementary schoolers collect and record weather data for their local area using data from newspapers, Web sites, and television reports. The read and record data daily, and groups prepare a presentation on their findings for the entire...
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Lesson Plan
Curated OER

Digging Up Dino Data

For Teachers 3rd
Third graders use the Internet to research a specific dinosaur. They work in pairs and individually to browse dinosaur websites, take notes on pertinent information, write, edit and illustrate reports. They post their work.