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Lesson Plan
EngageNY

Evaluating Reports Based on Data from a Sample

For Students 10th - 12th Standards
Statistics can be manipulated to say what you want them to say. Teach your classes to be wise consumers and sort through the bias in those reports. Young statisticians study different statistical reports and analyze them for misleading...
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Interactive
PHET

Least-Squares Regression

For Students 8th - 12th Standards
Less is best when looking at residuals. Scholars use an interactive to informally fit a linear regression line to data on a scatter plot. The interactive provides a correct best fit line with residuals and correlation coefficient to...
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Activity
US Department of Commerce

Community Change

For Teachers 9th - 12th Standards
America is a country on the move. Analyzing data from the Census Bureau, class members gauge the people moving in and out of their areas. An interactive web feature allows pupils to see who is moving out and moving in, while discussion...
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Lesson Plan
PBS

Investigating Daily and Seasonal Weather

For Students 3rd - 5th
Talking about weather isn't just for making conversation. Young scientists gather evidence from an interactive activity to make connections between daily and seasonal weather. They analyze data from different areas and compare the...
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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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Lesson Plan
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Chicago Botanic Garden

Historical Climate Cycles

For Teachers 5th - 6th Standards
What better way to make predictions about future weather and climate patterns than with actual climate data from the past? Young climatologists analyze data from 400,000 to 10,000 years ago to determine if climate has changed over time....
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Lesson Plan
National Wildlife Federation

Stifling, Oppressive, Sweltering, Oh My!

For Teachers 9th - 12th Standards
Looking for a hot date? Pick any day in August, statistically the hottest month in the United States. The 15th lesson in the series of 21 instructs pupils to investigate the August 2007 heat wave through NASA data, daily temperature...
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Lesson Plan
Curated OER

Hydrogen Peroxide Analysis

For Teachers 9th - Higher Ed
A scenario is presented for chemistry techs to address. Using titration techniques, they must analyze hydrogen peroxide solution samples. They evaluate accuracy and precision in the process. They also gain experience consulting the MSDS...
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Activity
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Teach Engineering

Communicating Your Results

For Teachers 9th - 12th Standards
Groups analyze and interpret their data from previous research in order to develop individualized findings. The teams then use guidelines to help determine what aspects of their research to include on a poster. Class members then compare...
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Worksheet
Math Worksheets Land

Patterns of Association (Using Data Table) - Matching Worksheet

For Students 6th - 8th Standards
This resource is the last of a four-part series that practices calculating percents based on data represetned in tables. This page has four multiple choice problems that analyze the data tables to answer a question. 
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Worksheet
Curated OER

Frequency Tables; Discrete Ungrouped Data

For Students 5th - 6th
For this frequency tables worksheet, students utilize given data to work out three frequency charts with one containing values and a pie chart involving angles for each value. Students complete three vertical line diagrams and check all...
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Lesson Plan
Curated OER

Dot Plots

For Teachers 6th - 10th
Number crunching statisticians explore displaying data with dot plots and define the difference between quantitative data and qualitative data. Dot plots are created based on a set of given data and analyzed.
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Lesson Plan
Alabama Learning Exchange

Ice Cream Sundae Survey

For Teachers 2nd - 5th Standards
Young scholars analyze data through graphs. They will complete a class survey on ice cream sundaes and tally and graph the responses. They then analyze the information from the class graph.
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Lesson Plan
Curated OER

Histograms

For Teachers 8th - 10th
Young statisticians explore the concept of histograms. They construct histograms of various data such as change in a student's pocket, and guessing on a test. hHey analyze data represented as a histogram and a box plot and compare...
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Lesson Plan
Curated OER

State Names: Frequency

For Teachers 6th - 9th
Data grathers determine the frequency of specified data. They identify the frequency that specified letters occur in the names of all 50 states. They create stem-and-leaf plots, box-and-whisket plots and historgrams to illustrate the data.
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Lesson Plan
EngageNY

Distributions and Their Shapes

For Teachers 9th - 10th Standards
What can we find out about the data from the way it is shaped? Looking at displays that are familiar from previous grades, the class forms meaningful conjectures based upon the context of the data. The introductory lesson to descriptive...
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Lesson Plan
NASA

A Different Perspective

For Students 9th - 12th
What can we learn from the data? Young scholars analyze actual solar data to answer specific questions. The activity presents an opportunity for an open-ended investigation of the data to conclude a five-part series on solar winds.
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Lesson Plan
Curated OER

Build a Bar Graph

For Teachers 1st - 2nd
Learners discover how to use bar graphs. They will gather and organize specific data in order to put it into a bar graph. Then they will answer several questions based on the information they have graphed.
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Lesson Plan
Curated OER

Statistics Canada

For Teachers 7th - 9th
Students practice using graphing tools to make tables, bar charts, scatter graphs, and histograms, using census data. They apply the concept of measures of central tendency, examine the effects of outliers. They also write inferences and...
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Lesson Plan
Curated OER

Starting With Stats

For Teachers 6th - 9th
Statisticians analyze a data set of student IQs by finding measures of central tendency and dispersion such as mean, median, mode, and quartiles. They practice using a graphing calculator to find the values and analyze box plots and...
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Lesson Plan
Curated OER

Graph It!

For Teachers 6th - 9th
There is more than one way to represent data! Learners explore ways to represent data. They examine stacked graphs, histograms, and line plots. They conduct surveys and use stacked graphs, histograms, or line plots to chart the data they...
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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 lesson, future scientists compare qualitative and quantitative data collected from their exploration. Then they work together to analyze and...
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Lesson Plan
Curated OER

Fantasy Baseball

For Teachers 6th - 8th
Check out this thematic unit, based on the game of baseball. Learners investigate numbers and number relations as they become familiar with some of the basic terminology associated with the game. They focus their attention on actual...
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Interactive
Curated OER

Air Pollution: What's the Solution?

For Teachers 8th - 10th
This air pollution worksheet provides a step-by-step process for gathering data about the ozone and weather. Amateur meteorologists enter data for 3 days including the air quality, the temperature, the wind speed, any particular events...

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