“Data is the new oil. It's valuable, but if unrefined it cannot really be used.”— Clive Humby, Data Scientist, 2006
Explore real public data from Indonesia's official sources. From population demographics to economic indicators, discover insights that drive better decisions.
Data transforms how we understand, decide, and innovate. Here's why data-driven approaches outperform intuition alone.
Keputusan Berbasis Data
Replace guesswork with evidence. Data transforms assumptions into actionable intelligence.
Penemuan Pola Tersembunyi
Uncover trends, correlations, and anomalies invisible to the naked eye.
Kemampuan Prediktif
Historical data enables forecasting future outcomes with increasing accuracy.
Transparansi & Akuntabilitas
Open data promotes good governance and public trust.
Optimalisasi Sumber Daya
Allocate limited resources efficiently based on data-driven priorities.
Mitigasi Risiko
Identify potential risks before they become critical problems.
Katalis Inovasi
Data reveals unmet needs and opportunities for innovative solutions.
Keunggulan Kompetitif
Organizations that leverage data outperform those that don't.
“Without data, you're just another person with an opinion.”
— W. Edwards DemingAll data displayed comes from verified official government and international sources, ensuring accuracy and reliability.
Badan Pusat Statistik
Official statistics agency of Indonesia providing comprehensive national data
World Bank Open Data
Global development data covering 200+ countries with Indonesia indicators
Bank Indonesia
Central bank of Indonesia providing monetary and financial data
Portal Satu Data Indonesia
Indonesian government open data portal with various datasets
Kementerian Keuangan RI
Ministry of Finance data including budget and fiscal information
Otoritas Jasa Keuangan
Financial services authority data on banking, insurance, and capital markets
All data is sourced from official government APIs
Updated regularly from BPS, World Bank, Bank Indonesia & more
Explore key economic and social indicators from Indonesia, updated from official BPS and government sources.
Insight
Indonesia's GDP growth has recovered from the -2.07% contraction in 2020 (COVID-19 impact) to ~5% growth, demonstrating economic resilience. Indonesia is the largest economy in Southeast Asia.
See how Indonesia compares to other Southeast Asian nations across key development indicators.
GDP Total
Key Insight
Indonesia has the largest economy in ASEAN with a GDP of $1.4 trillion, nearly 3x larger than Thailand and Singapore. This reflects its large population and growing middle class.
A comprehensive toolkit for turning raw data into actionable insights
30+ chart types from basic bar charts to advanced network graphs and geospatial maps.
Proper statistical analysis with confidence intervals, hypothesis testing, and effect sizes.
From simple regression to ensemble methods, clustering, and dimensionality reduction.
Clean, efficient, reproducible data pipelines with quality checks and validation.
Every chart type for every data story
Interactive visualization examples
Descriptive stats, hypothesis testing, and more
| Sales | Price | Ads | Rating | Stock | |
|---|---|---|---|---|---|
| Sales | 1.00 | -0.65 | 0.78 | 0.45 | -0.23 |
| Price | -0.65 | 1.00 | -0.32 | -0.15 | 0.55 |
| Ads | 0.78 | -0.32 | 1.00 | 0.28 | -0.18 |
| Rating | 0.45 | -0.15 | 0.28 | 1.00 | 0.12 |
| Stock | -0.23 | 0.55 | -0.18 | 0.12 | 1.00 |
The result is statistically significant at α = 0.05. There is sufficient evidence to conclude that the means differ.
Classification, regression, clustering demos
| Class A | Class B | Class C | |
|---|---|---|---|
| Class A | 85 | 10 | 5 |
| Class B | 8 | 78 | 14 |
| Class C | 3 | 12 | 85 |
| Model | Accuracy | Precision | Recall | F1 | Time |
|---|---|---|---|---|---|
| Random Forest | 94.0% | 93.0% | 92.0% | 92.5% | 2.3s |
| XGBoost | 96.0% | 95.0% | 94.0% | 94.5% | 1.8s |
| Logistic Reg. | 89.0% | 88.0% | 87.0% | 87.5% | 0.3s |
| SVM | 91.0% | 90.0% | 89.0% | 89.5% | 4.1s |
| Neural Net | 93.0% | 92.0% | 91.0% | 91.5% | 8.5s |
Training sample size (log scale). Model converges at ~3200 samples with minimal overfitting.
Real-time analytics with filtering and drill-down
Real-time business intelligence
This is a demo dashboard with simulated data. Filters and period selection dynamically update the visualizations.
ETL process visualization and data quality
Extract, Transform, Load process
Ingest data from multiple sources (API, CSV, Database)
Schema validation, type checking, constraint verification
Handle missing values, remove duplicates, standardize formats
Apply business logic, aggregations, feature engineering
Write to data warehouse, update indexes, notify downstream
| Field | Type | Nullable | Status |
|---|---|---|---|
| user_id | INTEGER | NO | |
| VARCHAR(255) | NO | ||
| created_at | TIMESTAMP | NO | |
| age | INTEGER | YES | |
| country | VARCHAR(100) | YES | |
| revenue | DECIMAL(10,2) | YES |
From exploratory analysis to production ML systems — I can help you unlock the value hidden in your data.