demand-analysis

End-to-end analysis of real bakery sales — Python, SQL/BigQuery, and a live dashboard for production planning.

Panel regression estimating price elasticity of cigarette demand across 46 U.S. states (1963–1992)

AI-powered market research workbench for discovering demand, validating opportunities, and planning execution.

This project performs an end-to-end exploratory data analysis (EDA) and hypothesis testing on Yulu’s historical rental data to identify the key factors influencing bike rental demand and to derive actionable business insights.

How do rain and snow change what people buy, and which stores absorb the disruption best? A SQL analysis of daily sales across 45 Walmart stores against local weather records.

Find software gaps and app ideas with proven demand — the demand × saturation × gap map for software opportunities. Public docs and methodology.

Node.js / TypeScript CLI that turns internet signals into source-backed product opportunity briefs: multi-channel ingestion, LLM demand extraction, and supply-demand fit analysis.

Bike rental demand analysis using Python, EDA and statistical hypothesis testing to evaluate the impact of working days, seasons, weather and environmental factors on demand.

Open, reproducible R, Python, and Stata analyses of own- and cross-price demand for food and social reinforcement in rats (Kirkman et al., 2022).

Excel-based analytics case study analyzing restaurant and locality-level engagement, demand patterns, pricing impact, and underperforming zones to derive actionable business insights.

Reproducible R and Python workflows for Schulingkamp et al. (2023), applying zero-bounded exponential demand models to social reinforcement in rats.

End-to-end Data Analytics project analyzing Yulu bike-sharing demand using Exploratory Data Analysis (EDA), Hypothesis Testing, ANOVA, Chi-Square Test, and actionable business recommendations.