Article
Khan Academy

Khan Academy: Review: Outliers in Scatter Plots

For Students 7th - 9th Standards
Learn about the points that don't fit the pattern in a scatter plot with this article. Site also includes practice questions to test your knowledge of the topic.
Unit Plan
Khan Academy

Khan Academy: Clusters, Gaps, Peaks, & Outliers

For Students 5th - 7th
Practice some nifty new vocab for describing data distributions. Students receive immediate feedback and have the opportunity to try questions repeatedly, watch a video or receive hints.
Unit Plan
Khan Academy

Khan Academy: Describing Scatterplots (Form, Direction, Strength, Outliers)

For Students 9th - 10th
Description and example of a scatter plot.
Activity
McGill University

Removing Outliers

For Students 9th - 10th Standards
This site discusses the topic of removing outliers and how the configurations are done.
Lesson Plan
Scholastic

Scholastic: Cultivating Data

For Teachers 6th - 8th
Students will understand key concepts of data analysis and their graphic representations. Students will construct and interpret data tables, line plots, box-and-whisker plots and stem-and-leaf plots, scatterplots with line of best fit,...
Lesson Plan
Science Education Resource Center at Carleton College

Serc: Using Your Hair to Understand Descriptive Statistics

For Teachers 9th - 10th Standards
Enhance students' understanding of various descriptive measures with a visual interpretation of a mean, median, outlier, and the concept of distance-to-mean.
Lesson Plan
Illustrative Mathematics

Illustrative Mathematics: 8.sp Animal Brains

For Teachers 8th Standards
This task looks at a possible relationship between the weight of an animal's body and the weight of its brain. Students make a scatter plot of data, look for outliers, make a second scatter plot without the outliers, and describe the...
Activity
Texas Instruments

Texas Instruments: Keeping Up With the Joneses

For Teachers 6th - 8th Standards
This activity explores what happens to measures of center and spread when outliers are introduced and when sample size varies.
Unit Plan
Mangahigh

Mangahigh: Data: Interpret Raw Data

For Students 5th - 8th Standards
Students learn about the concept of interpreting raw data and finding outliers by exploring a tutorial. They can then test their knowledge by taking a ten question assessment that increases in difficulty as they correctly answer questions.
Unit Plan
CK-12 Foundation

Ck 12: Statistics: Effects on Box and Whisker Plots

For Students 11th - 12th Standards
[Free Registration/Login may be required to access all resource tools.] This Concept covers the effects of outliers and a change in units on box-and-whisker plots.
Unknown Type
Varsity Tutors

Varsity Tutors: Hotmath: Practice Problems: Statistics

For Students 9th - 10th Standards
Fifteen problems presented on the topics: mean, median, mode, outliers and graphing statistics. They are given with each step to the solution cleverly revealed one at a time. You can work each step of the problem then click the "View...
Unit Plan
Other

Stat Trek: Data Patterns in Statistics

For Students 9th - 10th Standards
This lesson looks at how to recognize patterns in a data display by examining the shape of a graph, the center, the spread, and unusual features such as outliers. Includes video. [11:16]
Interactive
Shodor Education Foundation

Shodor Interactivate: Box Plot

For Students 6th - 8th Standards
Students can create box plots for either built-in or user-specified data as well as experiment with outliers. User may choose to use or not use the median for calculation of interquartile range.
Unit Plan
CK-12 Foundation

Ck 12: Statistics: Applications of Box and Whisker Plots Grade 8

For Students 8th Standards
[Free Registration/Login may be required to access all resource tools.] Using box-and-whisker plots to understand and interpret data.
Activity
Other

Northern Michigan University: Line Plots

For Students 9th - 10th Standards
The author utilizes a line plot to demonstrate what an "outlier" is, what "clusters" are, and what "gaps" are.
Lesson Plan
Google

Google for Education: Using Data From Sensors

For Teachers 9th - 10th
Students analyze data gathered from sensors and develop filtering algorithms for anomalies and outliers, then use these algorithms to make decisions on sensor data as it is being collected.
eBook
National Institute of Standards and Technology (NIST)

Nist: Engineering Statistics Handbook: Scatter Plots and Linear Regression

For Students 9th - 10th Standards
An explanation of scatter plots followed by examples of the many different kinds of scatter plots.
Activity
Shodor Education Foundation

Shodor Interactivate: Box Plot

For Students 6th - 8th Standards
Students learn about box-and-whisker plots. The interactive box plot allows the user to explore maximum, minimum, median, upper quartile, lower quartile, and outliers.
Activity
Texas Instruments

Texas Instruments: Math Today Wildfire Deaths

For Teachers 9th - 10th
In this activity, students will be asked to use the "Wildfire deaths" data to determine a linear model. They will examine the affect an outlier has on the model and compare methods to determine the best model.
Activity
Texas Instruments

Texas Instruments: Distributions and Univariate Data

For Teachers 9th - 10th Standards
This set contains statistics questions comparing distributions of univariate data. The student is asked to note the differences between distributions regarding center, shape, spread, and existence of outliers.
Activity
Texas Instruments

Texas Instruments: Survey Project

For Teachers 6th - 8th Standards
Students survey other students (numerical and non numerical data) and calculate measures of central tendency (if possible) of data and make regular box-an-whisker plots and outlier box-and-whisker plots to analyze the data.
Activity
McGraw Hill

Mc Graw Hill Education: Glencoe: Measures of Variation

For Students 9th - 10th Standards
Lesson examples that review how to calculate measures of variation such as range and outliers.
PPT
Sophia Learning

Sophia: Practical Applications of the Bell Shaped Curve

For Students 9th - 10th Standards
Explore the bell-shaped curve and how to calculate a z score. Additional links provided to further knowledge on outliers.
Lesson Plan
Other

Nearpod: Introduction to Data Representation

For Teachers 9th - 10th
In this lesson on representation data, students explore how to make dot plots, histograms, and box plots and learn about outliers in a data set.

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