With an ever-growing amount of collected data, the importance of visualization as an analysis component is growing in concert. The creation of good visualizations often doesn't happen in one step but is rather an iterative and exploratory process. However, this process is currently not well supported in most of the available visualization tools and systems. Visualization authors are forced to commit prematurely to particular design aspects of their creations, and when exploring potential variant visualizations, they are forced to adopt ad hoc techniques such as copying code snippets or keeping a collection of separate files. We propose variational visualizations as a model supporting open-ended exploration of the design space of information visualization. Together with that model, we present a prototype implementation in the form of a domain-specific language embedded in Purescript.

Karl Smeltzer

Martin Erwig

ACM SIGPLAN Notices

ACM 编程语言特别兴趣小组探索编程语言概念和工具，重点关注设计、实现、实践和理论。其成员包括编程语言开发者、教育者、实施者、研究人员、理论家和用户。 SIGPLAN 赞助了数个重要的年度会议，包括编程语言原理研讨会（POPL）、并行编程原理与实践研讨会（PPOPP）、编程语言设计与实现会议（PLDI）、函数式编程国际会议(ICFP)、面向对象编程、系统、语言和应用程序国际会议 (OOPSLA)，以及其他十多个规模较小或与其他 SIG 合作的活动。每月的“ACM SIGPLAN 通知”发布选定赞助活动的记录和关于 SIGPLAN 活动的年度报告。会员可享受会议注册折扣，并可免费访问 ACM 数字图书馆中的 ACM SIGPLAN 出版物。 SIGPLAN 通过各种奖项表彰个人的重大研究和服务贡献，通过专业活动委员会支持现有成员，并通过频繁的编程语言指导研讨会 (PLMW) 鼓励未来的编程语言爱好者。

ACM SIGPLAN Notices is the journal of the ACM Special Interest Group on Programming Languages, focusing on concepts and tools related to programming languages, including design, implementation, practice, and theory. Its members include developers, educators, implementers, researchers, theorists, and users of programming languages. SIGPLAN sponsors several important annual conferences, including the Symposium on Principles of Programming Languages (POPL), the Symposium on Principles and Practice of Parallel Programming (PPOPP), the Conference on Programming Language Design and Implementation (PLDI), the International Conference on Functional Programming (ICFP), the International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA), and more than a dozen smaller events in collaboration with other SIGs. The monthly ACM SIGPLAN Notices publishes records of selected sponsored events and annual reports on SIGPLAN activities. Members benefit from discounted conference registrations and free access to ACM SIGPLAN publications in the ACM Digital Library. SIGPLAN recognizes significant research and service contributions through various awards, supports existing members through its professional activities committee, and encourages future programming language enthusiasts through frequent Programming Language Mentoring Workshops (PLMW).

ACM SIGPLAN Notices 是 ACM 编程语言特别兴趣小组的期刊，专注于编程语言的概念和工具，涵盖设计、实现、实践和理论等方面。该小组的成员包括编程语言的开发者、教育者、实施者、研究人员、理论家和用户。SIGPLAN 赞助多个重要的年度会议，包括编程语言原理研讨会（POPL）、并行编程原理与实践研讨会（PPOPP）、编程语言设计与实现会议（PLDI）、函数式编程国际会议（ICFP）、面向对象编程、系统、语言和应用程序国际会议（OOPSLA），以及其他十多个规模较小或与其他 SIG 合作的活动。每月发布的“ACM SIGPLAN 通知”记录了选定赞助活动的情况，并提供关于 SIGPLAN 活动的年度报告。会员可享受会议注册折扣，并可免费访问 ACM 数字图书馆中的 ACM SIGPLAN 出版物。SIGPLAN 通过各种奖项表彰个人在研究和服务方面的重大贡献，并通过专业活动委员会支持现有成员，同时通过频繁的编程语言指导研讨会（PLMW）鼓励未来的编程语言爱好者。

A domain-specific language for exploratory data visualization

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