Show HN: Unlocking Insights Hidden in Data Charts with GPT-4(double.cloud)

Show HN: Unlocking Insights Hidden in Data Charts with GPT-4

https://double.cloud/services/doublecloud-visualization/

My name is Victor, I’m Head of Product at DoubleCloud, a platform that helps data pros build sub-second data analytical solutions and pipelines on open-source technologies like ClickHouse, Apache Kafka, ETL and Business Intelligence services.

Hearing from our users, we know how daunting it is to gather insights and try to make sense of all the charts, graphs and metrics, especially when you have to explain it to your business stakeholders.

That’s why we’ve just launched our new feature — GPT-4 integrated into our platform’s BI tool. We all know how good ChatGPT is at summarizing texts. But we also discovered that it is capable of comprehending and evaluating structured data such as tables, HTML, CSV, and other file types. So we decided to utilize its potential to provide our users with quick and easily understandable data insights.

Users don’t have to write prompts, as it is automatically done under-the-hood, so that the system comprehends the chart's context and provides the raw data needed for in-depth analysis.

The feature brings the best value working with complex dashboards where multiple factors like scale, numbers and context need to be comprehended to ascertain the underlying insights.

The greatest thing is in the ability of ChatGPT to track trends and correlations, insignificant deviations that may not be visible to our eye, but carry an important trend. We tested it across various industries and some cases are really cool.

Just a quick example: a food delivery service with over 20 KPIs across 30 warehouses. Since there are so many warehouses and measures to keep track of, it would be really hard for people to notice everything. But ChatGPT picked up on a few warehouses that were slow at packaging and suggested sending some workers from those places to another warehouse as a way to raise business productivity.

Here's access to a free trial: https://double.cloud/services/doublecloud-visualization/ without credit card and without any GPT-4 API Key.

We encourage all data pros to test our new feature and provide us with honest feedback as we strive to make it better.

1 comments

gaploid3 anni fa

As per next steps: We plan to test multimodal ChatGPT with image data, perhaps passing the full screenshot of a dashboard with different charts, to improve the model's contextual understanding. As the main constraint when implementing with raw data is the prompt length, data displayed in a visual format may be more condensed and compact.