Adult census income analysis

Ping Yin10/12/2016

OverviewData source: www.kaggle.com/uciml/adult-census-income

OverviewPurpose

Exploring data Using Macro and Macro functions Build a full model

Content Exploring data with Macro & Macro functions Using Proc Freq to create cross tabulation tables Using Proc Corr to investigate correlations Using Proc Logistic to build a full model Conclusion

1. Exploring data

1. Exploring data

1. Exploring data

1. Exploring data

2. Using Proc Freq

2. Using Proc Freq

3. Using Proc Corr

4.Using Proc Logistic

4.Using Proc Logistic

4.Using Proc Logistic

5.Conclusion

P-value and Fit Statistics indicate this full model is significant Most of variables can be used in the model

People’s income level is related with gender, age, education, etc.

To fit the model better, some issues need be addressed, including missing value, categorical variables, etc.

Thanks!