Interviews
Machine Learning in Data Visualization
An in-depth look at GPT’s Advanced Data Analysis feature with demos from Zhutian Chen.
What are the most promising opportunities enabled by GPT in data journalism?
- Analyzing text data has never been easier
- Generate narratives from data insights
- LLMs usability continues to significantly improve through better interfaces
Do I still need to write codes for data analysis and vis? Yes. There are still many glitches in the generated code, which requires verification or editing to generate the right data and visualizations.
How should I use GPT in my data analysis workflow?
- As an intern to support you in the coarse exploration stage and to prepare code boilerplates.
- Zhutian also recommends using GPT to enhance existing tools (such as Notebook) instead of considering it as an all-in-one tool.
What will happen for data Vis in the next few years? LLMs will streamline the entire data analysis pipeline for broader scenarios through enhanced usability and automation.