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Khan Academy
Khan Academy: Review: Outliers in Scatter Plots
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.
Khan Academy
Khan Academy: Clusters, Gaps, Peaks, & Outliers
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.
Khan Academy
Khan Academy: Describing Scatterplots (Form, Direction, Strength, Outliers)
Description and example of a scatter plot.
McGill University
Removing Outliers
This site discusses the topic of removing outliers and how the configurations are done.
Scholastic
Scholastic: Cultivating Data
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,...
Science Education Resource Center at Carleton College
Serc: Using Your Hair to Understand Descriptive Statistics
Enhance students' understanding of various descriptive measures with a visual interpretation of a mean, median, outlier, and the concept of distance-to-mean.
Illustrative Mathematics
Illustrative Mathematics: 8.sp Animal Brains
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...
Texas Instruments
Texas Instruments: Keeping Up With the Joneses
This activity explores what happens to measures of center and spread when outliers are introduced and when sample size varies.
Mangahigh
Mangahigh: Data: Interpret Raw Data
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.
CK-12 Foundation
Ck 12: Statistics: Effects on Box and Whisker Plots
[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.
Varsity Tutors
Varsity Tutors: Hotmath: Practice Problems: Statistics
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...
Other
Stat Trek: Data Patterns in Statistics
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]
Shodor Education Foundation
Shodor Interactivate: Box Plot
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.
CK-12 Foundation
Ck 12: Statistics: Applications of Box and Whisker Plots Grade 8
[Free Registration/Login may be required to access all resource tools.] Using box-and-whisker plots to understand and interpret data.
Other
Northern Michigan University: Line Plots
The author utilizes a line plot to demonstrate what an "outlier" is, what "clusters" are, and what "gaps" are.
Google
Google for Education: Using Data From Sensors
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.
National Institute of Standards and Technology (NIST)
Nist: Engineering Statistics Handbook: Scatter Plots and Linear Regression
An explanation of scatter plots followed by examples of the many different kinds of scatter plots.
Shodor Education Foundation
Shodor Interactivate: Box Plot
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.
Texas Instruments
Texas Instruments: Math Today Wildfire Deaths
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.
Texas Instruments
Texas Instruments: Distributions and Univariate Data
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.
Texas Instruments
Texas Instruments: Survey Project
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.
McGraw Hill
Mc Graw Hill Education: Glencoe: Measures of Variation
Lesson examples that review how to calculate measures of variation such as range and outliers.
Sophia Learning
Sophia: Practical Applications of the Bell Shaped Curve
Explore the bell-shaped curve and how to calculate a z score. Additional links provided to further knowledge on outliers.
Other
Nearpod: Introduction to Data Representation
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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