---
title: Blockchain Intelligence Dashboard
emoji: 🔗
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 6.5.1
app_file: app.py
pinned: true
license: mit
tags:
- blockchain
- cryptocurrency
- analytics
- cross-chain
- visualization
datasets:
- Omarrran/50k_Cryptocurrency_Transaction_Dataset_by_HNM
short_description: '8-dimension cross-chain analysis '
---

# 🔗 Blockchain Intelligence Dashboard

**8-Dimension Cross-Chain Analysis of 50,000 Real Cryptocurrency Transactions**

Interactive exploration of ETC, BTC, DOGE, BCH, and DASH across eight research dimensions:

| # | Dimension | Key Finding |
|---|-----------|-------------|
| 1 | Fee Market Efficiency | BCH CV=15.89 (highest), BTC CV=3.12 (most stable) |
| 2 | Whale Concentration | DOGE Gini=0.998, top 1% controls 53-99% of volume |
| 3 | Network Reliability | ETC 99.93% success, failures unpredictable (AUC=0.499) |
| 4 | AML Pattern Detection | 15,330 peeling chains, BTC risk rate 40.1% |
| 5 | Payment Velocity | 12,400× gap: DOGE (30,978) vs BTC (2.49) |
| 6 | Gas Price & MEV | R²=0.269, moving averages = 96% importance |
| 7 | Cross-Chain Arbitrage | All 5 pairs cointegrated, 1,615 divergence signals |
| 8 | Privacy Leakage | ETC 55.6% address reuse, normalized entropy 0.715 |

## Features

- **Interactive Plots**: Plotly-based visualizations for each research dimension
- **Radar Comparison**: Normalized cross-chain comparison across all metrics
- **Custom Analysis**: Upload your own CSV to get instant blockchain analytics
- **Real Data**: All results from verified blockchain transactions (Nov 2024)

## Dataset

Uses [Omarrran/50k_Cryptocurrency_Transaction_Dataset_by_HNM](https://huggingface.co/datasets/Omarrran/50k_Cryptocurrency_Transaction_Dataset_by_HNM)
— 50,000 transactions (10K per chain) from live blockchain explorers.

## Methods

- Statistical testing: Levene's, KS, Engle-Granger cointegration
- Machine learning: Random Forest, Gradient Boosting, Isolation Forest, DBSCAN
- Information theory: Shannon entropy, Gini coefficient
- All models use random seed 42 and temporal train/test splits

## Citation

```bibtex
@misc{blockchain_intelligence_2026,
  title={Comprehensive Cross-Chain Cryptocurrency Analysis: Eight Dimensions of Blockchain Intelligence},
  author={Haq Nawaz, XXXX},
  year={2025},
  howpublished={HuggingFace Spaces}
}
```