Visualization utilities for time series analysis including outlier detection, trendlines, and correlation analysis.
Project description
ts-viz
ts-viz is a Python package for visualizing and analyzing time series data, with a focus on:
- Outlier detection
- Histogram overlays
- Time series trend analysis
- Feature correlation plots
Built using pandas, matplotlib, and seaborn.
🚀 Features
- Plot histograms with mean and ±3σ lines
- Identify and visualize outliers by month
- Line plots over time with rolling averages and custom highlights
- Correlation scatter plots with outlier/trendline detection
📦 Installation
pip install ts-viz
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