Spaces:
Sleeping
Sleeping
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,12 +1,67 @@
|
|
| 1 |
---
|
| 2 |
-
title: Blockchain Intelligence
|
| 3 |
-
emoji:
|
| 4 |
-
colorFrom:
|
| 5 |
-
colorTo:
|
| 6 |
sdk: gradio
|
| 7 |
-
sdk_version:
|
| 8 |
app_file: app.py
|
| 9 |
-
pinned:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
---
|
| 11 |
|
| 12 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
+
title: Blockchain Intelligence Dashboard
|
| 3 |
+
emoji: 🔗
|
| 4 |
+
colorFrom: blue
|
| 5 |
+
colorTo: purple
|
| 6 |
sdk: gradio
|
| 7 |
+
sdk_version: "4.44.0"
|
| 8 |
app_file: app.py
|
| 9 |
+
pinned: true
|
| 10 |
+
license: mit
|
| 11 |
+
tags:
|
| 12 |
+
- blockchain
|
| 13 |
+
- cryptocurrency
|
| 14 |
+
- analytics
|
| 15 |
+
- cross-chain
|
| 16 |
+
- visualization
|
| 17 |
+
datasets:
|
| 18 |
+
- Omarrran/50k_Cryptocurrency_Transaction_Dataset_by_HNM
|
| 19 |
+
short_description: "8-dimension cross-chain analysis "
|
| 20 |
---
|
| 21 |
|
| 22 |
+
# 🔗 Blockchain Intelligence Dashboard
|
| 23 |
+
|
| 24 |
+
**8-Dimension Cross-Chain Analysis of 50,000 Real Cryptocurrency Transactions**
|
| 25 |
+
|
| 26 |
+
Interactive exploration of ETC, BTC, DOGE, BCH, and DASH across eight research dimensions:
|
| 27 |
+
|
| 28 |
+
| # | Dimension | Key Finding |
|
| 29 |
+
|---|-----------|-------------|
|
| 30 |
+
| 1 | Fee Market Efficiency | BCH CV=15.89 (highest), BTC CV=3.12 (most stable) |
|
| 31 |
+
| 2 | Whale Concentration | DOGE Gini=0.998, top 1% controls 53-99% of volume |
|
| 32 |
+
| 3 | Network Reliability | ETC 99.93% success, failures unpredictable (AUC=0.499) |
|
| 33 |
+
| 4 | AML Pattern Detection | 15,330 peeling chains, BTC risk rate 40.1% |
|
| 34 |
+
| 5 | Payment Velocity | 12,400× gap: DOGE (30,978) vs BTC (2.49) |
|
| 35 |
+
| 6 | Gas Price & MEV | R²=0.269, moving averages = 96% importance |
|
| 36 |
+
| 7 | Cross-Chain Arbitrage | All 5 pairs cointegrated, 1,615 divergence signals |
|
| 37 |
+
| 8 | Privacy Leakage | ETC 55.6% address reuse, normalized entropy 0.715 |
|
| 38 |
+
|
| 39 |
+
## Features
|
| 40 |
+
|
| 41 |
+
- **Interactive Plots**: Plotly-based visualizations for each research dimension
|
| 42 |
+
- **Radar Comparison**: Normalized cross-chain comparison across all metrics
|
| 43 |
+
- **Custom Analysis**: Upload your own CSV to get instant blockchain analytics
|
| 44 |
+
- **Real Data**: All results from verified blockchain transactions (Nov 2024)
|
| 45 |
+
|
| 46 |
+
## Dataset
|
| 47 |
+
|
| 48 |
+
Uses [Omarrran/50k_Cryptocurrency_Transaction_Dataset_by_HNM](https://huggingface.co/datasets/Omarrran/50k_Cryptocurrency_Transaction_Dataset_by_HNM)
|
| 49 |
+
— 50,000 transactions (10K per chain) from live blockchain explorers.
|
| 50 |
+
|
| 51 |
+
## Methods
|
| 52 |
+
|
| 53 |
+
- Statistical testing: Levene's, KS, Engle-Granger cointegration
|
| 54 |
+
- Machine learning: Random Forest, Gradient Boosting, Isolation Forest, DBSCAN
|
| 55 |
+
- Information theory: Shannon entropy, Gini coefficient
|
| 56 |
+
- All models use random seed 42 and temporal train/test splits
|
| 57 |
+
|
| 58 |
+
## Citation
|
| 59 |
+
|
| 60 |
+
```bibtex
|
| 61 |
+
@misc{blockchain_intelligence_2026,
|
| 62 |
+
title={Comprehensive Cross-Chain Cryptocurrency Analysis: Eight Dimensions of Blockchain Intelligence},
|
| 63 |
+
author={Haq Nawaz, XXXX},
|
| 64 |
+
year={2025},
|
| 65 |
+
howpublished={HuggingFace Spaces}
|
| 66 |
+
}
|
| 67 |
+
```
|