## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
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##     filter, lag
## The following objects are masked from 'package:base':
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##     intersect, setdiff, setequal, union
gender Democrat Independent Not Sure Other Republican
Female 1857 1044 84 39 1036
Male 1147 1427 22 69 1275

Gender and Party Indentification

Mostly females identified with the Democractic party. While males mostly identify with the Republican party. Overall male party affliation is spread with the leading category being the Republicans followed by Independent/Decline to State/No Party and finally another party. Therefore, one could say that males standard deviation is more varied in Party Identification for males.

## Warning: Factor `DeathPenalty` contains implicit NA, consider using
## `forcats::fct_explicit_na`
gender Favor Not Sure Oppose
Female 2204 773 1053 30
Male 2528 416 966 30

Gender and Capital Punishment?

Mostly males favored the death penalty while most females opposed the death pentalty.

## Warning: Factor `TaxWealthy` contains implicit NA, consider using
## `forcats::fct_explicit_na`
gender Favor Not sure Oppose
Female 2706 513 827 14
Male 2068 293 1568 11

Gender on Higher Taxation for Higher Income Brackets

Mostly females favored taxing the wealthy as opposed to males. Addtionally, when focusing on a single gender for those in favor or not sure the female numbers were also high for being no sure of increasing taxing the weathly. The numbers for females that were not sure were far greater than those females who were in favor of increasing taxes the wealthy.

## Warning: Factor `ImmigrantContributions` contains implicit NA, consider
## using `forcats::fct_explicit_na`
gender Mostly a Drain Mostly Contribute Neither Not Sure
Female 2057 1024 493 467 19
Male 2108 1114 484 206 28

Gender and Views on Immigration

Males mostly believe, according to the data that immigrants mostly drain the countries resources overall. While females overall believed immigrants neither contribute nor drain the countries resources.

## Warning: Factor `ImmigrantNaturalization` contains implicit NA, consider
## using `forcats::fct_explicit_na`
gender Favor Not Sure Oppose
Female 1681 976 1374 29
Male 1648 594 1677 21

Gender and Views Illegal Immigrant Naturalization Path

Females favored providing a legal way for illegal immigrants already in the Country to become naturalized citizens while males opposed this view.

Conclusion

Female Respondents according to the data studied have a more liberal perspective. They are least likely to favor the death penalty, uncertain of increasing taxing for those with incomes over 200,000 dollars and are indifferent regarding immigrant contribution to society.