Please help me with the question in the graph, detailed answer is preferred.

3.4 Refer to Table 3.10. :1. Using X2 and G2, test the hypothesis of independence between party identication and race. Report the Pvalues and interpret. b. Use residuals to describe the evidence of association. c. Partition chi-squared into components regarding the choice be- tween Democrat and Independent and between these two com- bined and Republican. Interpret. d. Summarize association by constructing a 95% confidence interval for the odds ratio between race and whether a Democrat or Republican. Interpret. TABLE 3.10 Data for Problem 3.4 Party Identication Race Democrat Independent Republican Black 103 15 E 1 White 341 105 405 Source: 1991 General Social Survey, National Opinion Re- search Center. (I