Waitgpt: Monitoring and steering conversational llm agent in data analysis with on-the-fly code visualization

L Xie, C Zheng, H Xia, H Qu, C Zhu-Tian - Proceedings of the 37th …, 2024 - dl.acm.org
Large language models (LLMs) support data analysis through conversational user
interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis …

Detangler: Helping Data Scientists Explore, Understand, and Debug Data Wrangling Pipelines

N Shrestha, B Chopra, AZ Henley… - 2023 IEEE Symposium …, 2023 - ieeexplore.ieee.org
Data scientists spend significant time on data wrangling-a process involving data cleaning,
shaping, and pre-processing. Data wrangling requires meticulous exploration and …

Integrasi Kecerdasan Buatan Generatif Untuk Analisis dan Mitigasi Data CVE

PP Abimata - 2024 - dspace.uii.ac.id
Penelitian ini bertujuan untuk mengembangkan sebuah aplikasi berbasis Flask yang
mampu melakukan analisis terhadap Common Vulnerabilities and Exposures (CVE) …

Report on the Second International Workshop on DataSystems Education (DataEd'23)

D Miedema, E Aivaloglou, S Amer-Yahia… - ACM SIGMOD …, 2024 - dl.acm.org
This report summarizes the outcomes of the second international workshop on Data
Systems Education: Bridging Education Practice with Education Research (DataEd'23). The …

Data Science Mastery Learning Using Parsons Problems-Inspired Table Transformations

JS Choe, MG Lee, SA Marathe, A Fox… - Proceedings of the 55th …, 2024 - dl.acm.org
Table transformations are a critical skill to master in order to fluently work with data. In
introductory data science courses, however, students have found these transformations …

[PDF][PDF] How Novices Use Program Visualizations to Understand Code that Manipulates Data Tables

Y Wu, Q Zheng, S Lau - 2025 - lau.ucsd.edu
As data science and artificial intelligence continue to impact society, more and more people
are learning how to manipulate data with code. To support these learners, program …

[PDF][PDF] Visualisation and Software to Communicate Data Preprocessing Decisions

LR Lucchesi - 2024 - lydialucchesi.github.io
This thesis is concerned with the communication of data preprocessing. Data preprocessing
is a crucial intermediate stage in quantitative data analysis. During this stage, data …

Python Programming in Digital Agriculture

S Jha, JV Krogmeier, DR Buckmaster… - Case Studies and …, 2020 - elibrary.asabe.org
Highlights The module introduces Python programming with applications. Ample examples
in well-documented workbooks demonstrate each learning objective in detail. Publicly …