data_mining association rule

Using the following methods to find frequent patterns in data created by "IBM Quest Synthetic Data Generator".
(1) Brute force
(2) Apriori algorithm
(3) Fp growth method

In UCI Absenteeism_at_work.csv dataset

Each item's representation
1-- Absenteeism time in hours > mean value
2-- Mon
3-- Tue
4-- Wed
5-- Thu
6-- Fri
7-- Distance from residence to working > median value
8-- Disciplinary failure == 1
9-- Education == 1 (high school)
10-- Social drinker == 1 (Yes)

Above are the several features that I thought would be outstanding