Chi-Square TestFrequencies:

Preference

	Observed N	Expected N	Residual
Nuts & Grits	9	20.0	-11.0
Bacon Surprise	27	20.0	7.0
Dimples	16	20.0	-4.0
Froggy	17	20.0	-3.0
Chocolate Delight	31	20.0	11.0
Total	100

Test Statistics

	Preference
Chi-Square	15.800a
df	4
Asymp. Sig.	.003

^a 0 cells (0.0%) have expected frequencies less than 5. The minimum expected cell frequency is 20.0.

Answer the following questions about this chi-square output in one to two sentences each:

1. How many categories are listed for analysis?
2. What is the expected N size?
3. What is the chi-square value?
4. How many degrees of freedom are there?
5. What is the test statistic and what does it tell you about the probability?