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Human-AI Collaborative Data Science Using Visual Workflows

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Author: Matthew Ball

Publication

Wording Matters: the Effect of Linguistic Characteristics and Political Ideology on Resharing of COVID-19 Vaccine Tweets

January 1, 2024May 21, 2026 Matthew Ball

Borghouts, Judith; Huang, Yicong; Hopfer, Suellen; Li, Chen; Mark, Gloria Wording Matters: the Effect of Linguistic Characteristics and Political…

Interdisciplinary, PublicationLeave a Comment on Wording Matters: the Effect of Linguistic Characteristics and Political Ideology on Resharing of COVID-19 Vaccine TweetsPost read time 8 sec read
Publication

How the experience of California wildfires shape Twitter climate change framings

January 1, 2024May 21, 2026 Matthew Ball

Ko, Jessie WY; Ni, Shengquan; Taylor, Alexander; Chen, Xiusi; Huang, Yicong; Kumar, Avinash; Alsudais, Sadeem; Wang, Zuozhi; Liu, Xiaozhen;…

Interdisciplinary, PublicationLeave a Comment on How the experience of California wildfires shape Twitter climate change framingsPost read time 11 sec read
Publication

Brain image data processing using collaborative data workflows on Texera

January 1, 2024May 21, 2026 Matthew Ball

Ding, Yunyan; Huang, Yicong; Gao, Pan; Thai, Andy; Chilaparasetti, Atchuth Naveen; Gopi, M; Xu, Xiangmin; Li, Chen Brain image…

Interdisciplinary, PublicationLeave a Comment on Brain image data processing using collaborative data workflows on TexeraPost read time 9 sec read
Publication

Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows (Best Demo Runner-Up Award)

January 1, 2024May 21, 2026 Matthew Ball

Huang, Yicong; Wang, Zuozhi; Li, Chen Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows (Best Demo…

Computer Science, PublicationLeave a Comment on Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows (Best Demo Runner-Up Award)Post read time 15 sec read
Publication

Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly

January 1, 2024May 21, 2026 Matthew Ball

Taylor, Alexander K.*; Huang, Yicong*; Hao, Junheng; Lin, Xinyuan; Chen, Xiusi; Wang, Wei; Li, Chen (*The first two authors…

Computer Science, PublicationLeave a Comment on Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the UglyPost read time 16 sec read
Publication

Texera: A System for Collaborative and Interactive Data Analytics Using Workflows

January 1, 2024May 21, 2026 Matthew Ball

Wang, Zuozhi; Huang, Yicong; Ni, Shengquan; Kumar, Avinash; Alsudais, Sadeem; Liu, Xiaozhen; Lin, Xinyuan; Ding, Yunyan; Li, Chen Texera:…

Computer Science, PublicationLeave a Comment on Texera: A System for Collaborative and Interactive Data Analytics Using WorkflowsPost read time 12 sec read
Publication

Using Texera to Characterize Climate Change Discussions on Twitter During Wildfires

August 22, 2023May 21, 2026 Matthew Ball

Ni, Shengquan; Huang, Yicong; Ko, Jessie W. Y.; Taylor, Alexander; Chen, Xiusi; Kumar, Avinash; Alsudais, Sadeem; Wang, Zuozhi; Liu,…

Computer Science, PublicationLeave a Comment on Using Texera to Characterize Climate Change Discussions on Twitter During WildfiresPost read time 12 sec read
Publication

The marketing and perceptions of non-tobacco blunt wraps on Twitter

January 1, 2023May 21, 2026 Matthew Ball

Rhee, Joshua; Huang, Yicong; Alsudais, Sadeem; Ni, Shengquan; Kumar, Avinash; Li, Chen; Timberlake, David The marketing and perceptions of…

Interdisciplinary, PublicationLeave a Comment on The marketing and perceptions of non-tobacco blunt wraps on TwitterPost read time 8 sec read
Publication

Understanding underlying moral values and language use of COVID-19 vaccine attitudes on twitter

January 1, 2023May 21, 2026 Matthew Ball

Borghouts, Judith; Huang, Yicong; Gibbs, Sydney; Hopfer, Suellen; Li, Chen; Mark, Gloria Understanding underlying moral values and language use…

Interdisciplinary, PublicationLeave a Comment on Understanding underlying moral values and language use of COVID-19 vaccine attitudes on twitterPost read time 9 sec read
Publication

Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control

January 1, 2023May 21, 2026 Matthew Ball

Huang, Yicong; Wang, Zuozhi; Li, Chen Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control…

Computer Science, PublicationLeave a Comment on Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line ControlPost read time 8 sec read

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