Lesson Plan
Curated OER

Fire Wars

For Teachers 6th - 8th
Your class can practice collecting and analyzing data. They extrapolate information and derive data from fire season statistics. They also choose the most appropriate format to display collected data.
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
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Council for Economic Education

Economic Data Lesson: Economic Policy Options

For Teachers 9th - 12th Standards
Can you make decisions that will impact millions of people around the nation? Scholars research the role of the Federal Reserve, and its Chairman, on the economic outlook of the country. They analyze current trends in unemployment,...
Lesson Plan
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Office of the New Jersey State Climatologist

Play Ball! – Or Not…Making a Decision Using Weather Data

For Teachers 6th - 12th Standards
Should the game go on or not? An engaging lesson asks small groups to make a decision using weather data. After analyzing a map, an updated forecast, and radar information, groups have to decide whether to cancel a baseball game. They...
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...
Lesson Plan
EngageNY

Connecting Graphical Representations and Numerical Summaries

For Teachers 6th Standards
Which graph belongs to which summary statistics? Class members build upon their knowledge of data displays and numerical summaries to connect the two. Pupils make connections between different graphical displays of the same data in...
Lesson Plan
Curated OER

Sound Walk: Discovering Data and Applying Range, Mode, and Mean

For Teachers 2nd - 5th
Elementary schoolers sharpen their listening skills as they use sound maps, tallies, and line plots to organize and interpret data. Everyone takes a "sound walk," and focuses on the sounds around them. They chart and tabulate the sounds...
Lesson Plan
Beyond Benign

Exothermic and Endothermic Reactions

For Teachers 9th - 12th Standards
How can you tell the difference between endothermic and exothermic reactions? Chemistry scholars perform and observe two chemical reactions, measure the temperature throughout, then draw conclusions about changes in energy from their...
Lesson Plan
Curated OER

Dealing with Data

For Teachers 7th
Seventh graders collect and analyze data.  In the seventh grade data analysis lesson, 7th graders explore and/or create frequency tables, multiple bar graphs, circle graphs, pictographs, histograms, line plots, stem and leaf plots,...
Lesson Plan
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Curated OER

Application of Matrix Multiplication

For Teachers 9th - 12th Standards
The class explores a real-world application in which the data represents rental prices of beach condos. They problem solve by multiplying matrices to determine the cost of each property in each season. Several scenarios are presented in...
Lesson Plan
Statistics Education Web

Did I Trap the Median?

For Students 9th - 12th Standards
One of the key questions in statistics is whether the results are good enough. Use an activity to help pupils understand the importance of sample size and the effect it has on variability. Groups collect their own sample data and compare...
Lesson Plan
Virginia Department of Education

Scientific Inquiry: Measurement/Data

For Teachers 9th - 12th
While pupils design their own lab experiments, they will not form a new species. Scholars take their materials and design an experiment regarding reaction rates. 
Lesson Plan
Virginia Department of Education

Analyzing and Interpreting Statistics

For Teachers 10th - 12th Standards
Use measures of variance to compare and analyze data sets. Pupils match histograms of data sets to their respective statistical measures. They then use calculated statistics to further analyze groups of data and use the results to make...
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
NOAA

Through Robot Eyes

For Teachers 9th - 12th
How do robots assist ocean explorers in collecting data and images? The final installment in a five-part series has science scholars examine underwater images collected by robots and identify the organisms shown. Groups then calculate...
Lesson Plan
Willow Tree

Bar Graphs

For Students 9th - 12th Standards
Circles, lines, dots, boxes: graphs come in all shapes in sizes. Scholars learn how to make a bar graph using univariate data. They also analyze data using those bar graphs.
Lesson Plan
Kenan Fellows

Saving Those Who Save Us: Exploring the Use of Sensors with Data Visualization

For Teachers 9th - 12th Standards
Sensor technology is amazingly accurate and useful. Combining the sensor technology and mathematical knowledge, scholars design experiments to answer a question they have developed. Questions may focus on light sensing, temperature...
Lesson Plan
Curated OER

Coming to Know F and C

For Teachers 9th - 11th Standards
Students collect temperatures using a probe and examine data.  In this temperature lesson students complete an activity using a graphing calculator. 
Lesson Plan
Curated OER

Data! Data! Graph that Data!

For Teachers 5th
Fifth graders create data graphs using Microsoft Excel. In this data collection lesson, 5th graders create and conduct a survey, then use Excel to organize and graph their data.
Lesson Plan
Curated OER

Are We Couch Potatoes or Busy Bees? Data Analysis of Physical Activity in School

For Teachers 4th - 9th
Students study practical data analysis within the constraints of the scientific method.  For this data lesson students collect and enter data into a computer spreadsheet then create graphs.
Lesson Plan
Curated OER

Data Scavenger Hunt

For Teachers 8th
Eighth graders discuss how data is collected and participate in data collection through a survey. They complete a scavenger hunt on the Internet to gain understanding of the data measures mean, median, mode, and range.
Lesson Plan
Curated OER

Go Fish

For Teachers 2nd - 5th
Help learners discover methods to estimate animal population. They will participate in a simulation of catching and tagging fish in order to estimate the fish population. They scoop and count goldfish crackers, record data, and use...
Lesson Plan
Curated OER

Data Analysis: Infiltration Rate and Composition of Concrete

For Teachers 9th - 11th
Students collect and graph data. In this statistics lesson, students analyze data using a spreadsheet program. They display their data effectively and analyze it.
Lesson Plan
Curated OER

Vernier EasyData App

For Teachers 9th - 12th Standards
Used along with data collection devices, the EasyData Application for the TI-83 Plus/TI-84 calculator allows learners to use real data to learn math and science. Statistics, curve fits, and integrals are used to analyze the...