# Hands-on Lab: Visualizing Three Anomaly Types with Synthetic Data — Python + Matplotlib + Plotly

> Source: https://sukruyusufkaya.com/en/learn/anomali-tespiti/hands-on-uc-anomali-tipi-gorsellestirme
> Updated: 2026-05-13T13:04:48.478Z
> Category: Anomali Tespiti
> Module: Module 1: Anomaly Definition, Typology and Taxonomy
**TLDR:** Hands-on lab: generate synthetic data with Python to visualize three anomaly types (point, contextual, collective); detect each with iForest, Prophet residual, and LSTM-AE; build an interactive Plotly dashboard.