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Human-AI Collaborative Data Science Using Visual Workflows

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Category: Blog

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

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

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
Enhancing the UDF Editor by Adding Language Server Support
Announcement

Enhancing the UDF Editor by Adding Language Server Support

August 7, 2023May 20, 2026 Aditya Verma

In this blog, we discuss how we improved the user experience of the UDF code editor in Texera by…

blogLeave a Comment on Enhancing the UDF Editor by Adding Language Server SupportPost read time 4 min read
Enhancing Attribute Autocomplete Functionality – Auto Correction and Type Validation
Announcement

Enhancing Attribute Autocomplete Functionality – Auto Correction and Type Validation

July 7, 2023May 20, 2026 Chengxi Li

In this blog, we discuss the two new enhancements added to the attribute autocomplete feature in Texera, auto attribute…

blogLeave a Comment on Enhancing Attribute Autocomplete Functionality – Auto Correction and Type ValidationPost read time 10 min read
Using Texera to Perform Single-cell RNA Sequencing Analysis with R Language
Announcement

Using Texera to Perform Single-cell RNA Sequencing Analysis with R Language

June 27, 2023May 20, 2026 Yicong Huang

We share the experience of using Python UDFs in Texera to execute R code to perform RNA sequence analysis.…

blogLeave a Comment on Using Texera to Perform Single-cell RNA Sequencing Analysis with R LanguagePost read time 6 min read
Improving Texera Operators to Simplify a Workflow from Alteryx
Announcement

Improving Texera Operators to Simplify a Workflow from Alteryx

June 14, 2023May 20, 2026 Ethan Wong

In this blog, we discuss how we extended Texera’s usability based on migrating a workflow from Alteryx. In this…

blogLeave a Comment on Improving Texera Operators to Simplify a Workflow from AlteryxPost read time 4 min 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

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