An interactive Streamlit dashboard that demonstrates the effect of skewness and kurtosis on ECG-like signals.
The app visually compares positive skewness, negative skewness, and zero skewness waveforms along with their statistical values.
- 📈 Visualizes three ECG signals:
- Positive Skewness & High Kurtosis
- Negative Skewness & Low Kurtosis
- Zero Skewness & Moderate Kurtosis
- 🧮 Automatically computes:
- Skewness
- Kurtosis
- 🖥️ Clean and interactive Streamlit UI
- 📊 Clear waveform plots with labeled axes and grids
- Skewness (distribution asymmetry)
- Kurtosis (tailedness / peak sharpness)
- Synthetic ECG signal generation
- Statistical signal analysis
- Biomedical signal visualization
- Python
- Streamlit
- NumPy
- Matplotlib
- SciPy (skew & kurtosis)