Chapter 3 Displaying and Describing Categoricall Data Flashcards
2 types of Data
- Numerical (numbers)
2. Categorical (categories)
How are categorical data displayed( not are not used for numerical data)
- pie charts
- Bar graph
3 Frequency Table ( summarized)
PILE
we pile things together that seem to go together so we can see how cases distribute across different categories.
. This is done by counting the number of cases corresponding to each category and pile them up.
FREQUENCY TABLE
organizes counts and records the totals and the category names.
. Lists the categories in a categorical variable and gives the count ( or percentage of observation for each category
How are variables and categories labled on a frequency table
VARIABLES : column names ( horizontal)
CATEGORIES: row names (vertical)
PROPORTION
dividing counts by the total number of cases
PERCENTAGES
multiply by 100
RELATIVE FREQUENCY TABLE
displays the percentages, rather than countsof the values in each category
TABLES
show how cases are distributed across categories.
. They describe the DISTRIBUTION of a CATEGORICAL VARIABLE because they name the possible categories and tell how frequently each occurs
AREA PRINCIPLE
The area occupied by a part of the graph should correspond to the magnitude of the value it represents.
BAR CHART
Displays the distribute of a categorical variable, showing the counts for each category next to each other for easy comparison
RELATIVE FREQUENCY BAR CHART
DISPALYS percentages in a bar graph
PIE CHART
Show the whole group of cases in a circle .They slice the pieces whose size is proportional to the fraction of the whole in each category
CONTINGENCY TABLE
displays counts and, somtimes percentages of individuals falling on two or more variables. Does one variable depend on another
Each CELL of a contingency table
gives the count for a combination of values of two variables