Shodor Education Foundation
Multiple Linear Regression
You'll have no regrets when you use the perfect lesson to teach regression! An interactive resource has individuals manipulate the slope and y-intercept of a line to match a set of data. Learners practice data sets with both positive and...
Curated OER
Influence and Outliers
Using the TI-Nspire calculator, statisicians identify outliers and their effect on the least-squares regression line. In finding the line of best fit, they determine what points will affect the least squares regressions and what points...
EngageNY
Revisiting the Graphs of the Trigonometric Functions
Use the graphs of the trigonometric functions to set the stage to inverse functions. The lesson plan reviews the graphs of the basic trigonometric functions and their transformations. Pupils use their knowledge of graphing functions to...
Curated OER
What's Up With My Class
Learners collect data about their class and they use Excel spreadsheet to display their tables and graphs about the class. They answer survey questions and collect their data. Students create a graph of their choice to display the...
Curated OER
Bungee Jump Lab
Student apply linear relationships to the real world. They use Ken and Barbie dolls and experiment to find the line of best fit. They collect data, analyze data, and make predictions from it. The learners also use Microsoft Power Point...
Curated OER
Measuring Time in Minutes
Time is measured in both months and minutes; scholars first examine a line graph to see in which months an electronic shop had sales on specific laptop brands. They answer three questions about the data. Then, they determine how much...
Curated OER
Scientists Track the Rising Tide
In this tracking the rising tide instructional activity, students use the data in a graph showing the seal level change versus time from 1900 to 2000 to answer 3 questions about the rising tides. Students determine the slope of a line...
Curated OER
The Human Line Plot
Fifth graders collect data and use charts and line plots to graph data. Through class surveys, 5th graders collect data concerning a particular subject. They graph their data using a line graph. Students make inferences and predictions...
Curated OER
Linear Regression and Correlation
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...
Curated OER
The Power of Graphical Display: How to Use Graphs to Justify a Position, Prove a Point, or Mislead the Viewer
Analyze different types of graphs with learners. They conduct a survey and determine the mean, median and mode. They then identify different techniques for collecting data.
Alabama Learning Exchange
How Old is Your Money?
Elementary learners explore coin mint dates. First, they listen to the book Alexander Who Used to be Rich Last Sunday by Judith Viorst. They then sort a collection of coins according to their mint date and put them in order from oldest...
US Department of Commerce
Educational Attainment and Marriage Age - Testing a Correlation Coefficient's Significance
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...
Curated OER
Deciding Which Type of Graph is Appropriate
In this graphing instructional activity, students read about line, bar, and pie graphs and then determine which graph is the best way to express data results. This instructional activity has 3 short answer questions.
Curated OER
Data Analysis of Ground Level Ozone
Sixth graders construct and interpret graphs from ozone data collected in Phoenix area. Can be adapted to other areas.
Curated OER
DATA ANALYSIS OF GROUND LEVEL OZONE
Sixth graders construct and interpret graphs from ozone data collected in the Phoenix area.
Curated OER
The Human Graph
Students produce a graph of favorite colors. In this graphing lesson plan, students create a human graph based on their favorite color then the teacher transfers the data to a bar graph. Students compare the lines on the graph before...
Curated OER
An "Average" Golf Score
Ninth graders investigate mean, median, and mode. In this mean, median, and mode lesson, 9th graders research gold data for the top ten scores in two golf tournaments. Students make tables and graphs of the data. Students determine...
Curated OER
Favorite Days of the Week
In this bar graph worksheet, students use the blank graph to survey classmates and record their favorite day of the week. Students think of one question about the graph and write it on the line.
Curated OER
Flicking Football Fun
Young mathematicians fold and flick their way to a deeper understanding of statistics with a fun, hands-on math unit. Over the course of four lessons, students use paper footballs to generate data as they learn how to create line...
Noyce Foundation
Granny’s Balloon Trip
Take flight with a fun activity focused on graphing data on a coordinate plane. As learners study the data for Granny's hot-air balloon trip, including the time of day and the distance of the balloon from the ground, they practice...
Curated OER
Button Bonanza
Collections of data represented in stem and leaf plots are organized by young statisticians as they embark some math engaging activities.
Curated OER
Prescient Grading
Do homework grades really determine test scores? Learn whether lines of best fit, correlation coefficients, and residuals can be used to determine test scores when given homework grades. (It would certainly save teachers time in grading...
Inside Mathematics
House Prices
Mortgages, payments, and wages correlate with each other. The short assessment presents scatter plots for young mathematicians to interpret. Class members interpret the scatter plots of price versus payment and wage versus payment for...
Teach Engineering
Linear Regression of BMD Scanners
Objects may be more linear than they appear. Scholars investigate the relationship between the number of bone mineral density scanners in the US and time. Once they take the natural logarithm of the number of scanners, a linear...