Testing for the hypothesis, women demonstrate a higher victimization than men in intimate partner violence, justify why this test is appropriate and provide a detailed interpretation of the results including a statistical conclusion. Does this show any significance that women do demonstrate a higher victimization in intimate partner violence than men.

Contingency Tables
	offender_gender
victim_gender		Male	Female	Total
Male		Count		752.000		6783.000		7535.000
Expected count		6219.559		1315.441		7535.000
% within row		9.980%		90.020%		100.000%
% within column		2.142%		91.341%		17.714%
Female		Count		34359.000		643.000		35002.000
Expected count		28891.441		6110.559		35002.000
% within row		98.163%		1.837%		100.000%
% within column		97.858%		8.659%		82.286%
Total		Count		35111.000		7426.000		42537.000
Expected count		35111.000		7426.000		42537.000
% within row		82.542%		17.458%		100.000%
% within column		100.000%		100.000%		100.000%
Chi-Squared Tests
	Value	df	p
		33459.025		1		<.001
N		42537

Nominal
	Value
Phi-coefficient		-0.887
Cramer's V		0.887