data-storytelling

Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"

Governed, provenance-sealed creative rendering for Databricks — a Streamlit App + Unity Catalog ai_render() function that turns any governed source (Sample Lakehouse, UC, Genie, or BYO data) into infographics, reports, decks, video briefings, music, and podcasts.

Analyze employee performance and productivity using SQL and Python. Build HR dashboards to evaluate departmental KPIs, efficiency trends, and workload balance. Generates actionable insights through data visualization and KPI aggregation for business decision-making.

A fully interactive data storytelling dashboard for e-commerce analytics. Built with Python, Streamlit, and Plotly, it transforms transactional data into actionable insights through KPIs, cohort retention, RFM segmentation, and global visualizations, perfect for analysts and data scientists.

AI Report Factory automates data storytelling, transforming raw business data into analytical, narrative-driven reports. It ingests structured datasets, computes KPIs, generates visualizations, and produces Markdown & HTML reports with actionable insights for startups, analysts, and enterprises.

MarketIQ is a full-stack Streamlit + SQL + Prophet dashboard for real-time business intelligence. It transforms raw sales data into KPIs, trend analytics, and six-month forecasts. With SQL-driven insights, dynamic filtering, and exportable reports, MarketIQ helps analysts visualize growth and predict performance instantly.

An explanation-first HR analytics system that reconstructs why employee exit becomes rational. Instead of predicting attrition, it generates human-readable exit narratives by decomposing pressure and retention forces, adding peer context and counterfactual interventions to reveal how stability erodes over time.

MarketIQ is a full-stack Streamlit + SQL + Prophet dashboard for real-time business intelligence. It transforms raw sales data into KPIs, trend analytics, and six-month forecasts. With SQL-driven insights, dynamic filtering, and exportable reports, MarketIQ helps analysts visualize growth and predict performance instantly.

This repository demonstrates how to build a clean, executive-friendly scatter plot using Matplotlib, focused on economic impact vs time

Vietnamese e-commerce review analytics with sentiment classification, evidence retrieval, and an interactive analytical demo.

Python and Streamlit-based presentation automation tool that transforms structured data into interactive visualizations and professional PowerPoint presentations.

Data analysis project combining Python and SQL to clean, query, and analyze jewelry sales data. Demonstrates skills in data preprocessing with Pandas, writing advanced SQL queries (joins, aggregations, subqueries), and optimizing database performance with indexes and views.

🚀 An interactive HR Experience Intelligence Dashboard built with Streamlit. Transmuting raw recruitment signals into strategic narratives through privacy-first (GDPR/KVKK) data storytelling. 📊🚢

A data-driven exploration of the UK retail sector’s transformation (2015–2025): store closures, e-commerce growth, employment trends, & the regional digital divide—explained with clear analytics & compelling visual storytelling.

Movie financial-success analysis using TMDb data, data-quality auditing, EDA, pre-release insights, and predictive screening.

Deliver real-time sales analytics and AI-driven forecasting through an interactive SQL-linked dashboard built with Streamlit.

Strategic market intelligence for producers. Transforms 1M+ movie records into actionable "Blue Ocean" insights using sentiment ROI and genre friction modeling. Built for film greenlighting and narrative strategy.

Computer Vision using Spotify API - Dare Mighty Things Hackaton 2019. Best Use of Audio Visualization Award

Professional Python project: BI storytelling with smart sales data.

Visual HR analytics dashboard (Tableau) built for ASU coursework to explore employee attrition, performance, and satisfaction using real-world data.