Want a means of identifying which of the services are offered at UAL.

Perform pairwise correlations on presence/absence of all services. Will need to collapse services across modalities (consult, workshop, web) where appropriate.

How are institutions providing services for various types of data services - is it primarily through consultation, workshop/training or written documentation? Of the three modes (consult, instruction, web) which is most often provided? Which is least often provided?

What services are ubiquitous across libraries (i.e. in 95% or more of the institutions we looked at)? What areas do most/all libraries support? What areas are least supported? What services are rare in libraries (i.e. in 5% or fewer of the institutions)? For assessing which services, will need to collapse across modes for individual services; e.g. a library is considered providing support for data management plans if we found a URL for at least one of the following modes: consult, instruction, web.

Want to know which dot is UArizona.

For each service, see if resourcing (salaries, total expenditures) predicts presence / absence.

• Create a composite score of the total amount of services provided, and regress that against library funding
• Should be able to get good spending data from (IPEDS)[https://nces.ed.gov/ipeds/use-the-data] (use "Compare Institutions" option)