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Beta & Correlation Analysis

Beta, correlation, and Sharpe analytics across a multi-asset universe with ranked tables and visual diagnostics against a chosen benchmark.

StreamlitBetaCorrelationSharpeRiskPython
Visualization preview
Beta & correlation · cross-asset diagnostics252d · daily returns · benchmark SPY
Correlation matrix · ρclick to pin
SPY
QQQ
IWM
TLT
GLD
BTC
VIX
SPY
1.00
0.95
0.89
-0.42
0.08
0.31
-0.78
QQQ
0.95
1.00
0.82
-0.38
0.05
0.36
-0.74
IWM
0.89
0.82
1.00
-0.45
0.12
0.28
-0.71
TLT
-0.42
-0.38
-0.45
1.00
0.32
-0.18
0.34
GLD
0.08
0.05
0.12
0.32
1.00
0.21
0.04
BTC
0.31
0.36
0.28
-0.18
0.21
1.00
-0.24
VIX
-0.78
-0.74
-0.71
0.34
0.04
-0.24
1.00
−1.0
+1.0
Hover or click a cell
Ranked diagnostics · trailing 12mclick header to sort
SPY+14.2%15.8%1.001.000.81−18.7%
QQQ+21.4%19.2%1.170.951.04−24.3%
IWM+8.9%22.1%1.310.890.42−28.5%
TLT−4.6%14.8%−0.42−0.42−0.18−31.2%
GLD+12.7%13.4%0.080.080.62−16.4%
BTC+84.3%58.6%0.310.311.21−47.8%
VIX−12.4%88.2%−4.18−0.78−62.1%
Click a row to select an asset
Indicative preview · live dashboard fetches data interactively.Source: asset-analyticsyoy.streamlit.app

Indicative preview · the live dashboard fetches real-time data and exposes interactive controls.

Overview

Beta, correlation, and Sharpe analytics across a multi-asset universe with ranked tables and visual diagnostics against a chosen benchmark.

What’s inside

  • Interactive Streamlit dashboard with real-time controls and parameters.
  • Methodology documentation explaining inputs, transforms, and outputs.
  • Ranked tables, distribution charts, and rolling-window diagnostics.
  • Cross-asset comparisons against benchmarks where relevant.