automated-eda

Upload a CSV → get a full EDA report with LLM-generated executive summary, charts, and downloadable PDF/Word exports. Built with Streamlit, Pandas, and OpenAI GPT-4. Handles 50K+ row datasets, cuts manual EDA time by 60%. Includes a sample output report.

This is the Streamlit web application that allows users to upload a dataset, generate an automated exploratory data analysis (EDA) report using the pandas-profiling library, and and train a machine learning model for regression or classification tasks.

Deterministic-first Python framework for Agentic EDA, data quality, validation, cleaning, and reproducible reporting—no LLM required.

This project shows the data analysis of economic data using Fred API (Federal Reserve Economic Data) by cleaning the data, fetching data from the API, exploring and analyzing.

AI-powered automated data analytics platform for data cleaning, EDA, machine learning, dashboard generation, and intelligent business insights.

A conversational data intelligence platform that turns raw CSV and Excel files into executive summaries, automated profiling chart, and custom Plotly visualisations via multi-turn natural language queries.

InsightForge AI is an automated EDA tool that profiles datasets, detects anomalies, analyzes correlations, and generates clear insights using Claude. It is built with Python, Streamlit, pandas, Plotly, and the Anthropic API.

Local-first VSF Data Profiler for DBML, CSV, Postgres/MySQL, EDA reports, dashboard, lineage, and PDF packages

A rule-based automated EDA system that processes CSV datasets and generates an interactive analytics dashboard with data-quality diagnostics, statistical summaries, and visual insights to support exploratory decision-making.

Automated EDA behind an API: drop in a CSV, Excel or JSON file and get a full profile, server-rendered charts, IsolationForest + Z-score outliers, and a downloadable PDF report — no notebook required. FastAPI + Streamlit over pandas and scikit-learn.

LLM-powered agentic data analysis: upload a CSV/XLSX, the AI drafts an analysis plan, you approve it, then it runs automated EDA, modelling and reporting.

Data Analysis Suit includes: Data upload EDA section Excel-like query feature (using openpyxl or xlrd for Excel processing + formulas) Power BI-like dashboards: Manual dashboard: user picks columns & chart types Automatic dashboard: Python & Pandas advanced console for data analysis Web scraping tool

Upload your CSV and get instant insights — automated EDA with visualizations, missing value analysis, feature types, correlations, and more. Built for data scientists and non-tech users alike.

Data analysis and exploration tools for EDA - statistical summaries, data quality assessment, and pattern discovery.