A Venn diagram is a tool that is used to compare and contrast properties of two things or groups. They allow us to visualize the overlaps and differences between these two categories.
For example, in the following Venn diagram, we can see that:
A Venn diagram will usually have two or three categories. Where the circles overlap, the characteristics there are shared, in the rectangle, but outside all the circles are the characteristics that neither have.
Instead of listing all of the characteristics or members that belong in each region, we can just list the number of items in each region.
With a partner or in a group of three, draw a Venn diagram with two or three circles and label each circle with one of your names.
Sort each of the characteristics into the correct region of your Venn diagram:
Is taking Geometry class
Ate breakfast
Is a vegetarian
Likes walking
Plays video games
Traveled out of state last summer
Come up with six more characteristics to sort and ensure that there is at least one characteristic in each region of the Venn diagram.
Rewrite the Venn diagram with the number of characteristics that are in each region instead of listing them.
A marine biologist creates this diagram of her favorite fish:
How many of the fish can live in fresh water?
How many of the fish are both freshwater and saltwater?
How many of the fish are freshwater or saltwater, but not both?
An ecologist listed some features of rivers and lakes. Organize the given characteristics in a Venn diagram.
River | Lake |
---|---|
Flows across a slope | Usually situated in a basin |
Often supports navigation | Can regulate local climate |
Can be used for recreation and human activity | Can be used for recreation and human activity |
Can have rapids or waterfalls | Often a habitat for diverse species |
Support ecosystems with aquatic life | Support ecosystems with aquatic life |
Has a defined riverbed | Contains still or standing water |
Subject to pollution and environmental concerns | Subject to pollution and environmental concerns |
Venn diagrams can be used to organize information in two main ways:
To sort members of a population or sample into categories. They are helpful to compare the number of members that fit both categories, just one category, or neither.
To sort the characteristics of two people or things. They are useful for comparing and contrasting which traits are shared and which are unique.
The area where the circles overlap shows shared characteristics or those who fit in both categories.
The data cycle is the process where we formulate questions, then collect data, create data displays, and analyze and explain the results.
Let's first look at the types of questions we can ask where a Venn diagram would be helpful to organize the data.
Since each circle represents a category, we are looking for categorical data. The number of categories will determine the number of circles, usually two or three.
A statistical question could be "Which book series are popular among students in my school?"
This could then lead to a multiple-selection survey question:
"Which book series have you read at least one book from? Select all that apply:"
Harry Potter
Lord of the Rings
Magic Tree House
The data could be collected and organized in a table like this, where an X means yes and a blank means no.
Harry Potter | Lord of the Rings | Magic Tree House | |
---|---|---|---|
Amir | X | X | |
Bilal | X | X | X |
Chloe | |||
Denel | X | X | |
Emil | X |
In order to make further conclusions or in a second iteration of the data cycle, it can be helpful to organize data from Venn diagram into a table or vice versa. We can convert between a table and a Venn diagram with two circles by matching up their parts.
Once the display is created, we can analyze the Venn diagram or table to make conclusions about the proportion of the sample in the different regions or formulate further questions involving probabilities.
For example, once our data is organized, we could ask questions like: "If a student is right-handed, when is the probability they entered the math contest?"
Instead of comparing the proportions in the different regions, we can also compare and contrast the properties or characteristics using Venn diagrams with questions like:
Rectangle
Square
Parallelogram
Are squirrels and chipmunks or squirrels and rabbits more similar?
Compare and contrast cultural practices in the US and Canada.
Consider this Venn diagram:
Write two statistical questions that could be summarized with the given Venn diagram.
Write a statistical question that involves probability that could be summarized with the given Venn diagram.
Alaia wants to know more about how ice hockey and field hockey are played.
Formulate a statistical question that could be used to start the data cycle for Alaia and would require a Venn diagram to analyze.
Collect and organize data for Alaia using a Venn diagram.
A group of tourists in Japan were asked whether they spoke Filipino or Spanish. Their results were recorded in this table:
Can speak Filipino | Can speak Spanish | |
---|---|---|
Abby | Yes | No |
Carlo | No | No |
Thomas | Yes | No |
Dean | No | Yes |
Kevin | No | Yes |
Pam | Yes | Yes |
Jenny | Yes | Yes |
Rose | Yes | No |
Hiro | Yes | No |
Keia | Yes | Yes |
Aurora | Yes | No |
Complete this table to summarize the survey results.
Spanish | Not Spanish | |
---|---|---|
Filipino | ||
Not Filipino |
Create a Venn diagram to summarize the data.
If a random tourist was selected from the sample, what is the probability that they speak neither language?
If a random tourist who spoke Filipino was selected from the sample, what is the probability that they do not speak Spanish?
Venn diagrams are helpful to organize data when we ask questions that involve multiple-selection surveys or comparisons.
The data cycle requires us to:
Formulate a statistical question about a specific population
Collect data using a sample survey, an experiment, or secondary data
Organize the data into displays like Venn diagrams and tables
Analyze data to draw conclusions to answer the original question
Possibly repeat the cycle for a new question that came up during the process