iotml

IoT & Data Analytics Lab Toolkit — Live API sensor data analysis, time-series visualizations, and machine learning models in one simple command.

⚡ Super Short Commands

1. Install

pip install iotml

2. Run

iotml

(Or run with python -m iotml)

📦 Features & Menu Options

1. ISS Location Tracker: Live stream of ISS coordinates & trajectory plots.
2. Earthquake Analysis: Real-time seismic event analysis from USGS.
3. Weather Analysis: Live meteorological telemetry from Open-Meteo.
4. Air Quality Analysis: Real-time PM2.5, PM10, and US AQI statistics & graphs.
5. Decision Tree: Sensor occupancy classifier.
6. Linear Regression: Environmental temperature predictor.
7. Random Forest: Multiclass AQI category classification.

🐍 Python Import Usage

You can also import functions directly into your scripts or notebooks:

from iotml import (
    analyze_data,
    time_series,
    bar_chart,
    iss_data,
    earthquake_data,
    weather_data,
    air_quality,
    decision_tree,
    linear_regression,
    random_forest
)

# Example: Run live earthquake analysis
earthquake_data()

📄 License

MIT License