Interview Demonstration

Python IoT Intelligence Lab

Live TDS monitoring with browser-executed Python analytics: smoothing, anomaly detection, distribution tracking, and short-horizon forecasting.

Loading Python runtime... Waiting for first analysis Auto refresh off

Domain

python.antonypradeesh.com

Data Source

/api/history.php

Sensor API URL The dashboard reads the full stored history from this endpoint.

Rolling Window

Anomaly Threshold

2.2

Safe Limit

Moderate Limit

Forecast Horizon

Auto Refresh

Every 8 seconds

Latest condition

Python-generated summary

The dashboard will generate insights after the first run.

Signal behavior over time

Recent-trend projection

Noise and spread

Recent processed records