Lesson Plan
Curated OER

Graphs and Data

For Teachers 7th - 10th
Learners investigate poverty using graphs. In this algebra lesson, students collect data on the effects of poverty and use different rules to analyze the data. They graph and use the trapezoid rule to interpret the data.
Lesson Plan
Curated OER

Comparison of Univariate and Bivariate Data

For Teachers 8th - 12th
Learners explore the concept of univariate and bivariate data. In this univaritate and bivariate data lesson, pupils discuss the differences between univariate and bivariate data. They work sample problems where they must construct box...
Lesson Plan
Curated OER

Matrix Analysis of Networks

For Teachers 9th - 11th
  Explore the connection between a finite graph, a directed graph, and a matrix. Graph lines and identify the relationship of matrices in real-world scenarios. Then use this information to work with a partner to plan and design a...
Unit Plan
Mathematics Vision Project

Module 9: Modeling Data

For Teachers 8th - 10th Standards
How many different ways can you model data? Scholars learn several in the final module in a series of nine. Learners model data with dot plots, box plots, histograms, and scatter plots. They also analyze the data based on the data...
Lesson Plan
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Statistics Education Web

First Day Statistics Activity—Grouping Qualitative Data

For Students 9th - 12th Standards
Making groups of groups can help to organize data. Classes use statistics to group themselves using descriptive adjectives. The objective is for learners to understand that grouping qualitative data is useful when the original groups are...
Lesson Plan
Illustrative Mathematics

Favorite Ice Cream Flavor

For Teachers Pre-K - 2nd Standards
What better way to engage children in a math lesson than by talking about ice cream? Using a pocket chart or piece of chart paper, the class works together creating a bar graph of the their favorite ice cream flavors. Learners then work...
Lesson Plan
Statistics Education Web

Saga of Survival (Using Data about Donner Party to Illustrate Descriptive Statistics)

For Students 9th - 12th Standards
What did gender have to do with the survival rates of the Donner Party? Using comparative box plots, classes compare the ages of the survivors and nonsurvivors. Using the same method, individuals make conclusions about the...
Lesson Plan
Statistics Education Web

Are Female Hurricanes Deadlier than Male Hurricanes?

For Teachers 9th - 12th Standards
The battle of the sexes? Scholars first examine data on hurricane-related deaths and create graphical displays. They then use the data and displays to consider whether hurricanes with female names result in more deaths than hurricanes...
Lesson Plan
Statistics Education Web

You Will Soon Analyze Categorical Data (Classifying Fortune Cookie Fortunes)

For Teachers 9th - 12th Standards
Would you rely on a fortune cookie for advice? The lesson plan first requires future statisticians to categorize 100 fortune cookie fortunes into four types: prophecy, advice, wisdom, and misc. The lesson plan goes on to have learners...
Lesson Plan
Curated OER

Analyzing Graphs and Data

For Teachers 8th - 10th
Students collect and analyze data. In this statistics lesson plan, students graph their data and make inferences from the collected data. They display their data using graphs, bar graphs, circles graphs and Venn diagrams.
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...
Lesson Plan
Curated OER

Ornithology and Real World Science

For Teachers 5th - 6th
Double click that mouse because you just found an amazing lesson! This cross-curricular Ornithology lesson incorporates literature, writing, reading informational text, data collection, scientific inquiry, Internet research, art, and...
Lesson Plan
Curated OER

Applied Science - Science and Math Lab 4B

For Teachers 4th - 8th
Learners experiment with the combination of vinegar and baking soda. In this applied science instructional activity, future scientists compare qualitative and quantitative data collected from their exploration. Then they work together to...
Lesson Plan
Curated OER

Exploring Renewable Energy Through Graphs and Statistics

For Teachers 9th
Ninth graders identify different sources of renewable and nonrenewable energy. In this math lesson, learners calculate their own carbon footprint based on the carbon dioxide they create daily. They use statistics to analyze data on power...
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...
Lesson Plan
EngageNY

Distributions—Center, Shape, and Spread

For Students 10th - 12th Standards
Data starts to tell a story when it takes shape. Learners describe skewed and symmetric data. They then use the graphs to estimate mean and standard deviation. 
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

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
Curated OER

Weather, Data, Graphs and Maps

For Teachers 9th - 10th
Learners collect data on the weather, graph and analyze it. In this algebra lesson, students interpret maps and are able to better plan their days based on the weather reading. They make predictions based on the type of clouds they see.
Lesson Plan
Curated OER

Linear Regression and Correlation

For Teachers 8th - 10th
Learners explore scatter plots. In this linear regression lesson, groups of pupils graph scatter plots and then find the line of best fit. They identify outliers and explain the correlation. Each group summarizes and shares their...
Lesson Plan
American Statistical Association

Don't Spill the Beans!

For Teachers 6th - 8th Standards
Become a bean counter. Pupils use a fun activity to design and execute an experiment to determine whether they can grab more beans with their dominant hand or non-dominant hand. They use the class data to create scatter plots and then...
Lesson Plan
American Statistical Association

Colors Challenge!

For Students 9th - 12th Standards
Does writing the name of a color in a different colored ink affect one's ability to read it? Scholars design an experiment to answer this question. They collect the data, analyze the statistics, and draw a conclusion based on...
Lesson Plan
Science 4 Inquiry

The Ups and Downs of Populations

For Teachers 6th - 12th
Life has its ups and downs ... especially if you're an animal! Biology scholars engage in a population study through an inquiry-based lesson. Pupils work together to explore the factors that affect deer populations, then examine the...
Lesson Plan
Curated OER

Making Logic Out of Madness

For Teachers 10th
Tenth graders organize and interpret data from a student health program.  In this physical education lesson, 10th graders use a body composition analyzer over 8 weeks to determine the validity of a student health program. ...