Analysis of the American Time Use Survey.
- See blog post: marlo.works/posts/atus/
- ATUS cluster analysis
- ATUS sequence analysis
- ATUS MLM and sequence analysis
- Find the right data
- Consolidate similar features
- Build generic function to apply proper weights to inputed groupings
- Double check specific activities are categorized correctly (e.g. travel should not include commuting)
- Pull out sleep from Personal Care
- Integrate multi-year data
- Consolidate trend code to a single .R file
- Summarize of activities by age
- Summarize of activities by age and working status
- What activities are more indicative of income
- Do higher income people work more or less
- Waiting associated with working / Waiting associated with work-related activities
- Work, other job(s)
- Rank sports by income
- Waiting by income
- Security related to attending sporting events / Security procedures rel. to arts & entertainment
- Houseplants
- Time spent job searching
- Leisure by region
- Computer use
- Consolidate activities to core items and convert to strings
- Calculate stringdist and cluster
