README.md
In sdcastillo/ExamPAData: Data Sets for Predictive Analytics Exam

The R library for FuturoInsight.com, the comprehensive, all-in-one solution to help you pass PA. Includes practice exams and quizzes and video tutorials. Don’t let PA stop you from earning your ASA!

5 years. That’s the average time required to pass all the exams to get an ASA. The pass rate of PA is only 50%. And this includes people who are taking PA for a second time. Having to retake PA adds another 6 months to this journey.

For your convenience, all data in this book, including data from prior exams and sample solutions, has been put into a library called ExamPAData which is available on CRAN.

{r eval = F} install.packages("ExamPAData") library(ExamPAData)

To get the data dictionary for a data set, use ?dataset_name such as ?customer_phone_calls. For your convenience, you can use these data sets for your own practice. They make great candidates for machine learning problems.

| Dataset | Description | |----------|-------------| |customer_phone_calls| Data used on June 18, 2020 Exam PA | |patient_length_of_stay| Data used on June 16, 2020 Exam PA| |patient_num_labs| Data used on June 19, 2020 Exam PA | |actuary_salaries| DW Simpson actuarial salary data| |june_pa|Auto crash data set from SOA June 2019 PA| |customer_value| Customer value data set from December 2019 PA| |exam_pa_titanic| Titanic passengers as used in ExamPA.net's practice exam | |apartment_apps| Apartment applications as used in ExamPA.net's Practice Exam| |health_insurance| Health insurance claims as used in ExamPA.net's Practice Exam| |student_success| SOA Student Success PA Sample Project, 2019| |readmission| SOA Hospital Readmissions Sample Exam, 2019 | |auto_claim| Automotive claims | |boston| Boston housing data set | |bank_loans| Credit data from UCI Machine Learning Repository |