Nubble AI
Data Analysis
AI
Python
FastAPI
React
Slide 1

Nubble AI is an AI-powered application developed to simplify data analysis and visualization for complex datasets. Users can upload their datasets and ask questions directly related to the data, receiving insights in both text and visual formats.

Features

  • Data Upload and Analysis: Users can upload complex datasets for AI-powered analysis.
  • Text-Based Responses: The tool answers user questions with detailed textual explanations based on the data.
  • Data Visualizations: Generates charts and graphs to visually represent insights and trends from the dataset.
  • Interactive Questioning: Users can interact with the tool by asking specific questions related to their uploaded data.
  • Comprehensive Reporting: Provides both text and visual outputs for thorough understanding and decision-making.

Technology STack

FRONT END

Streamlit - Offers a clean and user-friendly interface for data upload and interaction.

BACK END

Python with AI-driven algorithms - Handles data analysis, generates responses, and creates visualizations.

VISUALIZATION TOOLS

Matplotlib and other libraries - Used to generate charts and graphs based on the analyzed data.