Testing for the hypothesis that Intimate Partner Violence and race are related, based on the tables provided, can you justify why this test is appropriate and provide a detailed explanation of the results. including a statistical explanation. Finally does this test show a relation between Intimate partner violence and race?

Contingency Tables
	Offender Gender
Victim Race		Male	Female	Total
White		Count		28551.000		6100.000		34651.000
Expected count		28601.718		6049.282		34651.000
% within row		82.396%		17.604%		100.000%
% within column		81.316%		82.144%		81.461%
Black		Count		4876.000		858.000		5734.000
Expected count		4732.973		1001.027		5734.000
% within row		85.037%		14.963%		100.000%
% within column		13.887%		11.554%		13.480%
American Indian		Count		360.000		70.000		430.000
Expected count		354.932		75.068		430.000
% within row		83.721%		16.279%		100.000%
% within column		1.025%		0.943%		1.011%
Asian/Pacific Isld		Count		487.000		16.000		503.000
Expected count		415.188		87.812		503.000
% within row		96.819%		3.181%		100.000%
% within column		1.387%		0.215%		1.182%
Other		Count		837.000		382.000		1219.000
Expected count		1006.190		212.810		1219.000
% within row		68.663%		31.337%		100.000%
% within column		2.384%		5.144%		2.866%
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
		259.797		4		<.001
N		42537

Nominal
	Value
Phi-coefficient		NaN
Cramer's V		0.078