Academic

EDA - Indonesia's Inflation & Investor Benchmark Analysis (PWD)

2024 · 6 weeks

Grade · 78/100

About this project

A Programming with Data coursework (University of London) exploring Indonesia's inflation in a global context and deriving a benchmark ROI for Indonesian investors who must beat both domestic inflation and IDR devaluation against major currencies. Features: 📈 Historical analysis 2000–2023 across USD, EUR, GBP, JPY, and CAD vs IDR 💹 Inflation data sourced from the World Bank; exchange rates from Investing.com / Yahoo Finance 🧮 CAGR-based calculations and average-rate comparisons for accuracy 🌐 Global-market index combining all five currencies for a holistic picture 🚫 Excludes the 1998 political instability period to avoid skewed baselines 📊 matplotlib / seaborn / plotly visualisations with anomaly highlighting 🖥️ Deployed as a notebook-style web page on Vercel Going beyond the spec: - Benchmark ROI target that accounts for both inflation and currency devaluation simultaneously - Multi-method verification (CAGR + average rates) to cross-check conclusions - Full web deployment so non-technical readers can explore the analysis

Tech stack

• Python
• pandas
• numpy
• matplotlib
• seaborn
• plotly
• Jupyter