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Lesson Plan
Curated OER

Correlation of Variables by Graphing

For Teachers 7th - 10th
Middle and high schoolers use a spreadsheet to graph data. In this graphing lesson, learners determine how two parameters are correlated. They create a scatter plot graph using a computer spreadsheet.
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Lesson Plan
EngageNY

Interpreting Correlation

For Teachers 9th - 10th Standards
Is 0.56 stronger than -0.78? Interpret the correlation coefficient as the strength and direction of a linear relationship between two variables. An algebra instructional activity introduces the correlation coefficient by estimating and...
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Performance
Radford University

Connecting Scatter Plots and Correlation Coefficients Activity

For Teachers 9th - 12th Standards
Collect a variety of bivariate data. Groups determine sets of data that would provide a positive, negative, and no correlation. Team members gather their data through out the week. Scholars plot the data and determine the relationship...
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Activity
US Department of Commerce

Applying Correlation Coefficients - Educational Attainment and Unemployment

For Teachers 9th - 12th Standards
Correlate education with unemployment rates. Individuals compare state and regional unemployment rates with education levels by calculating the correlation coefficient and analyzing scatter plots. Pupils begin by looking at regional data...
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Instructional Video22:17
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Flipped Math

Correlation

For Students 9th - 10th Standards
Determine how close the line is to the scatter plot. Clear video instruction shows how to plot a scatter plot and find the best fit line using the linear regression function on a calculator. Pupils use the information from the calculator...
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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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Interactive
CK-12 Foundation

Evaluate Relations with Scatter Plots: Regression and Correlation

For Students 8th - 12th Standards
Introduce the concept of a correlation coefficient using an interactive lesson. Learners begin by manipulating a correlation coefficient and watching a graph change to represent the new value. Questions help strengthen their...
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Activity
US Department of Commerce

Educational Attainment and Marriage Age - Testing a Correlation Coefficient's Significance

For Teachers 11th - 12th Standards
Do women with college degrees get married later? Using a provided scatter plot of the percentage of women who earn bachelor's degrees and the median age at which women first get married over time, pupils conduct a linear regression...
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Worksheet
Curated OER

Parallelism, Including Correlative Conjunctions and Comparisons

For Students 7th - 10th
After reading the first reference page about parallel structure using correlative conjunctions, young learners rewrite nine sentences with errors in parallelism. Even the strongest writers in your language arts class could benefit from...
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Lesson Plan
West Contra Costa Unified School District

Correlation and Line of Best Fit

For Teachers 8th - 10th Standards
Computers are useful for more than just surfing the Internet. Pupils first investigate scatter plots and estimate correlation coefficients. Next, they use Microsoft Excel to create scatter plots and determine correlation coefficients and...
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Lesson Plan
Project Maths

Correlation Coefficient

For Teachers 9th - 12th Standards
Of course, there might be a correlation! Young mathematicians investigate several different data sets, create scatter plots, and determine any correlation. They consider whether a causation exists between any of the variables in question.
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Unit Plan
Radford University

Sleep and Teen Obesity: Is there a Correlation?

For Students 10th - 12th Standards
Does the number of calories you eat affect the total time you sleep? Young mathematicians tackle this question by collecting their own data and making comparisons between others in the class through building scatter plots and regression...
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Worksheet
K12 Reader

Correlating Conjunctions

For Students 4th - 6th Standards
A activity on correlating conjunctions could be used as either a check for comprehension or as a homework assignment. Whether or not conjunctions are their thing, the activity will not only engage young grammarians, but also teach them...
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Lesson Plan
Curated OER

Investigating Correlation

For Teachers 9th - 12th Standards
High schoolers investigate different types of correlation in this statistics lesson. They identify positive, negative and no correlation as it relates to their data. They then find the line of best fit for the plotted data.
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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...
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Worksheet
Curated OER

Correlative Conjunctions

For Students 6th - 9th
In this conjunction worksheet, students learn about using correlative conjunctions in sentences. They then complete 8 sentences by filling in the blanks with correlative conjunctions.
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Worksheet
Curated OER

Practice Problems: Correlation and Linear Regression

For Students 9th - 11th
In this correlation and linear regression worksheet, students examine data to determine the statistic mean.  They compute the percent of the variability.  This three-page worksheet contains 16 problems.  Answers provided.
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Lesson Plan
Statistics Education Web

The United States of Obesity

For Students 9th - 12th Standards
Mississippi has both the highest obesity and poverty rate in the US. Does the rest of the data show a correlation between the poverty and obesity rate in a state? Learners tackle this question as they practice their skills of regression....
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Lesson Plan
EngageNY

Final Performance Task: Critique and Revision, Part II

For Teachers 5th Standards
Stop ... grammar time! Pupils complete worksheets to practice using the correct verb tense and identify correlative conjunctions. Next, scholars apply their new grammar skills to edit their draft opinion speeches.
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Lesson Plan
Curated OER

Correlative Conjunctions

For Teachers 7th - 10th
Learners identify correlative conjunctions in sentences and then rewrite pairs of sentences as a single sentence with correlative conjunctions. They practice diagramming sentences of various sentence patterns and then write a personal...
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Worksheet
Curated OER

Paired Conjunctions (Correlative Conjunctions)

For Students 7th - 10th
For this paired conjunctions practice worksheet, students read an instructional page regarding correlative conjunctions and then respond to 13 questions.
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Lesson Plan
Curated OER

Conjunction Recognition Practice

For Teachers 5th - 6th Standards
What is a coordinating conjunction, and how is it different from a correlative conjunction? First, study the three types of conjunctions. There are descriptions and examples included to help you do this. Then, release your kids for some...
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Activity
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Teach Engineering

Understanding the Air through Data Analysis

For Teachers 9th - 12th Standards
Is there a correlation or causation relationship between air pollutants? Groups develop a hypothesis about the daily variation of air pollutants, specifically ozone and CO2. Using Excel to analyze the data, the groups evaluate their...
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Interactive
Shodor Education Foundation

Regression

For Students 9th - 12th Standards
How good is the fit? Using an interactive, classmates create a scatter plot of bivariate data and fit their own lines of best fit. The applet allows pupils to display the regression line along with the correlation coefficient. As a final...

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