What are the ethical considerations of using informational aggregate data in political research?

Jul 31, 2009 ... Published in: IEEE Transactions on Visualization and Computer Graphics ( Volume: 16 , Issue: 3 , May-June 2010 ). Article #:. Page(s): 439 ... With distributed transactions, transactions can be used across multiple operations, collections, databases, documents, and shards. The information on this page ... Aggregate records are used to protect the identities and Personally-Identifiable Information ... transactions in FPDS to solicitation information ... When you print your return, you will see the aggregate gain or loss reflected on Schedule D. Note that any link in the information above is updated each year ... separate examination of executives' transactions in different-size firms is expected to uncover additional information about aggregate insider trading ... The September 2014 data only include the transactions ... The information on the fees received individually by each provider is supplemented by aggregate ... ... Transaction Data (17 CFR 43). These data reflect pricing information ... The CFTC Swaps Report is designed to aggregate these data across SDRs and ... Apr 15, 2025 ... 4 for further information on changes to acquirer's deferred tax balances as a result of an acquisition transaction. 17.4.11 Disclosure of ... ... information is appropriately classified, aggregated or disaggregated, and characterised; and ... transactions and events on the information conveyed in the ... Mar 31, 2025 ... ... transaction information to third parties for marketing or advertising. ... Anonymous and aggregate information that cannot be tied to you may ...