DataFawn's chatbot feature pioneers a new paradigm in natural language interactive data analysis, supporting three main types of queries:
- Basic Statistical QueriesFor example, if you want to show the top five provinces in terms of sales, the system will automatically generate a sorting table and a bar chart.
- Conditional filtering analysisFor example, if "the purchase frequency distribution of female users aged 30-40", the platform will perform group statistics and visualization.
- Model Prediction Request: Deployed models can be directly invoked with statements like "Predict whether customer with ID 123 will place an order next week".
This feature is based on advanced NL2SQL technology, which translates natural language into data manipulation instructions. The system has built-in industry terminology comprehension capabilities, which can accurately recognize terminology such as "repurchase rate" and "funnel conversion".
This answer comes from the articleDataFawn: A Data Analytics Platform for Building Machine Learning Models Without Writing CodeThe
May not be reproduced without permission:AI productivity tools " What exactly does DataFawn's "Talk to Data" feature accomplish?
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