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User-Driven Programming Support for Rapid Visualization Authoring in D3 [article]

Hannah K. Bako, Alisha Varma, Anuoluwapo Faboro, Mahreen Haider, Favour Nerrise, Bissaka Kenah, John P. Dickerson, Leilani Battle
2022 arXiv   pre-print
In this paper, we leverage the structural similarities revealed by templates to design resilient support features for programming D3 visualizations: recommendations to suggest complementary interactions  ...  In a user study with 20 D3 users, we find that these automated features enable participants to program interactive visualizations with significantly less time and effort.  ...  To demonstrate the utility of these features, we implemented them in Mirny, an interactive development environment for rapid programming of interactive visualizations in D3 (shown in Figure 2 ).  ... 
arXiv:2112.03179v2 fatcat:xginfgcxgzg73bfcpuvj33slm4

Lyra: An Interactive Visualization Design Environment

Arvind Satyanarayan, Jeffrey Heer
2014 Computer graphics forum (Print)  
We find that Lyra enables users to rapidly develop customized visualizations, covering a design space comparable to existing programming-based tools.  ...  Using drag-and-drop interactions, designers can bind data to the properties of graphical marks to author expressive visualization designs.  ...  Acknowledgements We thank our study participants for their helpful insights and for accommodating us in their deadline-driven schedules.  ... 
doi:10.1111/cgf.12391 fatcat:ozsmiwyttfbwfi3amu7kmpyrsu

DataInk

Haijun Xia, Nathalie Henry Riche, Fanny Chevalier, Bruno De Araujo, Daniel Wigdor
2018 Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems - CHI '18  
Leveraging our commonly held skills, coupled with a novel graphical user interface, DataInk enables direct, fluid, and flexible authoring of creative data visualizations.  ...  Creating whimsical, personal data visualizations remains a challenge due to a lack of tools that enable for creative visual expression while providing support to bind graphical content to data.  ...  ACKNOWLEDGEMENTS We would like to thank members of DGP lab for their input and the reviewers for the valuable feedback.  ... 
doi:10.1145/3170427.3186471 dblp:conf/chi/XiaRCAW18a fatcat:kmwkbhuu65awfjez3n2hrwkknq

An Interactive Web Based Spatio-Temporal Visualization System [chapter]

Anil Ramakrishna, Yu-Han Chang, Rajiv Maheswaran
2013 Lecture Notes in Computer Science  
In this paper, we present an interactive web based system that can visualize large spatio-temporal data set on a standard web browser.  ...  Related Work Spatio-Temporal visualization has been a subject of interest for researchers for several years. Andrienko et al. [2] discussed several spatio-temporal animation  ...  The grids are visualized using the framework D3. The data driven design of D3 was especially accommodating for our needs.  ... 
doi:10.1007/978-3-642-41939-3_66 fatcat:fw67qxrkejcjniewbzhnmvh2qy

MAPMAP.JS: A DATA-DRIVEN WEB MAPPING API FOR THEMATIC CARTOGRAPHY

Florian Ledermann, Georg Gartner
2015 Revista Brasileira de Cartografia  
Creating interactive maps for the web is a complex task. In this paper, we present mapmap.js, our approach to designing a high-level API that supports the creation of interactive thematic maps.  ...  Examples implemented using mapmap.js are presented and discussed in the concluding section.  ...  ACKNOWLEDGEMENTS Parts of this research were funded within the framework of FEMtech research projects of Austrian Ministry for Transport, Innovation and Technology (BMVIT).  ... 
doaj:5dad8c2b1fa94fc9935ab1712ab3d9ae fatcat:f5gjq2rj2bffjkq2mqhk6jdfay

D³ Data-Driven Documents

M. Bostock, V. Ogievetsky, J. Heer
2011 IEEE Transactions on Visualization and Computer Graphics  
Abstract-Data-Driven Documents (D3) is a novel representation-transparent approach to visualization for the web.  ...  Interactive visualizations built with D3, running inside Google Chrome.  ...  ACKNOWLEDGMENTS The authors thank Nelson Minar, Jason Davies, Vijay Chakravarthy, Jan Willem Tulp and Tom Carden for their insight and support. This work was partially supported by The Boeing Company.  ... 
doi:10.1109/tvcg.2011.185 pmid:22034350 fatcat:ecibcbuwordhxdu2z75x3lfhqu

Pixels or Perish

Brian Hayes
2012 American Scientist  
Abstract-Data-Driven Documents (D3) is a novel representation-transparent approach to visualization for the web.  ...  Interactive visualizations built with D3, running inside Google Chrome.  ...  ACKNOWLEDGMENTS The authors thank Nelson Minar, Jason Davies, Vijay Chakravarthy, Jan Willem Tulp and Tom Carden for their insight and support. This work was partially supported by The Boeing Company.  ... 
doi:10.1511/2012.95.106 fatcat:obr7trkuzzfy5ht7higbrljiyi

Declarative interaction design for data visualization

Arvind Satyanarayan, Kanit Wongsuphasawat, Jeffrey Heer
2014 Proceedings of the 27th annual ACM symposium on User interface software and technology - UIST '14  
In response, we introduce a model of declarative interaction design for data visualizations.  ...  However, existing declarative visualization languages are primarily concerned with visual encoding, and rely on imperative event handlers for interactive behaviors.  ...  ACKNOWLEDGMENTS This work was supported by an SAP Stanford Graduate Fellowship, the Intel ISTC for Big Data, and DARPA XDATA.  ... 
doi:10.1145/2642918.2647360 dblp:conf/uist/SatyanarayanWH14 fatcat:plk5wxeg7jdotfqxxo4crv7kry

Animated Vega-Lite: Unifying Animation with a Grammar of Interactive Graphics [article]

Jonathan Zong, Josh Pollock, Dylan Wootton, Arvind Satyanarayan
2022 arXiv   pre-print
abstractions for static and interactive visualizations to enable authors to smoothly move between or combine these modalities.  ...  In contrast to alternate approaches for specifying animated visualizations, which prize a highly expressive design space, Animated Vega-Lite prioritizes unifying animation with the language's existing  ...  INTRODUCTION Rapid prototyping is critical to the visualization authoring process.  ... 
arXiv:2208.03869v2 fatcat:bhk3wuhvnzh7fgsxcmm7zrzwsi

Authoring Narrative Visualizations with Ellipsis

Arvind Satyanarayan, Jeffrey Heer
2014 Computer graphics forum (Print)  
By enabling storytelling without programming, the Ellipsis interface lowers the threshold for authoring narrative visualizations.  ...  Data visualization is now a popular medium for journalistic storytelling. However, current visualization tools either lack support for storytelling or require significant technical expertise.  ...  Acknowledgements We thank our study participants for their helpful insights and for accommodating us in their deadline-driven schedules. We also thank Jerry Talton and Ranjitha Kumar for their help.  ... 
doi:10.1111/cgf.12392 fatcat:eh6xdoi5i5gorjc3scygnytgvu

Data Mining Methods and Techniques in Higher Education

Shilpa Kulkarni, Dr. Sasikala P
2022 IJARCCE  
Data analysis is crucial for decision support in every firm, whether it is a manufacturing unit or an educational institution. Data mining techniques are used in a wide range of fields.  ...  This is a strategy for determining how data mining tools affect higher education.  ...  D3js D3.js is a JavaScript framework that enables academics and practitioners to alter data-driven documents and generate complex, dynamic data visualizations that require data handling and are optimized  ... 
doi:10.17148/ijarcce.2022.11242 fatcat:bzk24f7yqzfmhe7glzepwnegh4

Gemini: A Grammar and Recommender System for AnimatedTransitions in Statistical Graphics [article]

Younghoon Kim, Jeffrey Heer
2020 arXiv   pre-print
in D3 that we then compare to Gemini's suggestions.  ...  Gemini specifications define transition "steps" in terms of high-level visual components (marks, axes, legends) and composition rules to synchronize and concatenate steps.  ...  ACKNOWLEDGMENTS We thank Arvind Satyanarayan, Dominik Moritz, & Kanit Wongsuphasawat for their feedback. NSF award IIS-1907399 supported this work.  ... 
arXiv:2009.01429v1 fatcat:wcg7rmtmfrbwrhbhnlza4tyi7y

Kori: Interactive Synthesis of Text and Charts in Data Documents [article]

Shahid Latif, Zheng Zhou, Yoon Kim, Fabian Beck, Nam Wook Kim
2021 arXiv   pre-print
We investigated ways to support the tight coupling of text and charts in data documents.  ...  Charts go hand in hand with text to communicate complex data and are widely adopted in news articles, online blogs, and academic papers.  ...  ACKNOWLEDGMENTS We wish to thank the reviewers for their constructive feedback. The project is funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) -424960846.  ... 
arXiv:2108.04203v1 fatcat:4bggov3xinf6da7wzlg2mx3ynu

Visualization of election data: Using interaction design and visual discovery for communicating complex insights

Kuhu Gupta, Shailaja Sampat, Manas Sharma, Venkatesh Rajamanickam
2016 JeDEM - eJournal of eDemocracy & Open Government  
In this paper, using the data from the Assembly elections that took place in the state of Tamil Nadu in May 2016, we present a process and a set of interaction design and visualization methods to present  ...  journalists to present their insights more effectively, but also empower the readers, depending on their level of interest and civic engagement, to go beyond what is presented and to discover new insights for  ...  D3.js, which stands for 'data Driven Documents (D3)', stands apart from other visualization programming languages as it is free, open-source, flexible and is comprised of interactivity rich language.  ... 
doi:10.29379/jedem.v8i2.422 fatcat:ytgxyfnwo5enlo5xuqbyq4ows4

A Visualization Approach to Air Pollution Data Exploration—A Case Study of Air Quality Index (PM2.5) in Beijing, China

Huan Li, Hong Fan, Feiyue Mao
2016 Atmosphere  
Moreover, the rapid development of web technology allows interactive visualizations to combine various technologies [24] , such as HTML for page content, CSS for aesthetics, JavaScript for interaction,  ...  The useful findings of air pollution in Beijing show that our new method extends the existing work and fills a gap in the research, focusing on visual exploration to support various applications, such  ...  D3.js Data-Driven Documents (D3) [46] is a JavaScript library that uses HTML, SVG and CSS techniques to visualize data.  ... 
doi:10.3390/atmos7030035 fatcat:svkvjv3ac5g6dokheqztz2ov3q
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