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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.  In this data instructional activity students collect and enter data into a computer spreadsheet then create graphs.
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Lesson Plan
Curated OER

Data Analysis: Infiltration Rate and Composition of Concrete

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

Data Displays with Excel

For Teachers 8th - 10th
Students collect and analyze data. In this statistics instructional activity, students display their data using excel. They plot the data on a coordinate plane and draw conclusion from their data.
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Lab Resource
Pingry School

The Water Lab – Spreadsheet Simulation

For Students 9th - 12th Standards
More than 70 percent of people and 90 percent of businesses use spreadsheets regularly. While many courses overlook the important skill, the simple water lab focuses on entering spreadsheet data, formatting it, and printing plots based...
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Lesson Plan
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Bonneville

Making Observations and Recording Data for Solar Powered Water Pumping

For Teachers 2nd - 5th Standards
Get pumped about an activity with water pumps. The fifth of seven installments in the Understanding Science and Engineering unit has pupils learn how to make observations, record data, and create data displays. Each group measures the...
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Activity
Howard Hughes Medical Institute

Spreadsheet Tutorial 1: Formulae, Functions, and Averages

For Students 9th - 12th
Spread your knowledge of spreadsheets. The first of five tutorials in the Spreadsheet Data Analysis unit introduces the basics of spreadsheets. It shows future data analysts how to organize and format tables, and how to use functions to...
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Activity
Howard Hughes Medical Institute

Spreadsheet Tutorial 4: t-Test

For Students 9th - 12th
The t-test tutorial will fit your needs to a T. After calculating the mean, sum of squares, standard deviation, and variance of two data sets on a spreadsheet, scholars learn to calculate the t-values. They then learn to use the TTEST...
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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...
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Assessment
Concord Consortium

Broken Spreadsheet I

For Students 8th - 11th Standards
There is power in spreadsheet formulas and learners use this power to model quadratic data. Given a scatterplot of a parabola, pupils create formulas in a spreadsheet to populate the data. The formulas they use lead to an understanding...
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Lesson Plan
Curated OER

It's Your Life - Safe or Sorry/Safety Issues

For Teachers 6th - 8th
Young scholars examine and chart data about safety hazards and unsafe situations. In this safety hazard lesson, students examine newspapers and web sites to investigate injuries from safety hazards. They make a spreadsheet using the data...
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Activity
Howard Hughes Medical Institute

Measuring Biodiversity in Gorongosa

For Teachers 9th - 12th Standards
Take your biology class' understanding of biodiversity to a whole new level! Ecology scholars use data to calculate three different diversity indices based on the organisms in the Gorongosa National Park. The four-part activity uses an...
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Lesson Plan
Curated OER

Sampling Bias And the California Recall

For Teachers 9th - 11th
Using a 2002 California Gray David recall vote as an example, young statisticians  identify sources of bias in samples and find ways of reducing and eliminating sampling bias. They consider ways to select random samples from a...
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Lesson Plan
Curated OER

Student News And Weather Channel

For Teachers 5th
Fabulous! Your 5th graders should love this project. As an ongoing lesson throughout the year students use temperature probes to record outside temperature and then document their data using spreadsheets. They use their weather data and...
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Lesson Plan
Curated OER

A Comparison Study of Water Vapor Data to Precipitation over North America

For Teachers 10th - 12th
Students use NASA satellite data to compare water vapor over the United States.  For this data analysis lesson students use an Excel spreadsheet to map their data. 
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Assessment
Concord Consortium

Look High and Low

For Students 7th - 12th
From the highest high to the lowest low here's a resource that won't fall flat. Given data on the area and the highest and lowest elevations of each of the 50 states, learners decide which states are the least flat and the most flat. Of...
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Lesson Plan
Curated OER

Explore Surface Types on a Journey Around Earth

For Teachers 5th - 8th
Students explore satellite data. In this technology cross-curriculum math and world geography lesson plan, students locate specific map areas using a microset of satellite data. Students use technology and math skills to determine...
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Lesson Plan
Curated OER

Creating a Spreadsheet and Graph

For Teachers 4th - 5th
Students create graphs in Excel.  In this spreadsheet lesson, students input data into spreadsheet cells then use the graphing feature of the Excel program to produce colorful graphs of the data.  The directions to create the graph are...
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Lesson Plan
Curated OER

Using Excel to Reference and Graph Live Data from a Web Site

For Teachers 6th - 8th
Students collect live buoy data about water temperatures in the Gulf of Mexico from the Internet and work individually to organize their data and create a line graph using Excel Spreadsheet. Students analyze their data and examine any...
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Lesson Plan
Curated OER

Teaching about Data Interpretation

For Teachers 9th - 12th
Students explore a variety of relevant lake water chemistry questions, compose responses, and present their results in a poster format. They, in pairs, answer questions about lake chemistry which are imbedded in this plan.
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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 instructional activity, students collect data and graph it on a coordinate plane. They analyze the data looking for patterns and they discuss their findings with the...
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Lesson Plan
Curated OER

Back-To-School Shopping

For Teachers 5th
Fifth graders estimate the prices of items to be bought for back to school. They use catalogs and/or advertisements to research the cost of each of the items. They use problem solving strategies and a spreadsheet template to determine...
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Lesson Plan
Code.org

Creating Summary Tables

For Teachers 9th - 12th
Let the computer summarize all that data. Pairs work together to learn how to create pivot tables by following directions in the online module. They then utilize the data collected from the beginning of the unit to create their own...
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Activity
Howard Hughes Medical Institute

Human Impacts on Biodiversity

For Teachers 6th - 12th Standards
Have you always wanted to take your science class on an amazing field trip they will never forget? Now you can! Observe the wildlife in an African savanna through trail cameras with a five-part data analysis activity. Learners analyze...
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Lesson Plan
EngageNY

Sampling Variability in the Sample Mean (part 2)

For Students 10th - 12th Standards
Reduce variability for more accurate statistics. Through simulation, learners examine sample data and calculate a sample mean. They understand that increasing the number of samples creates results that are more representative of the...

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