Load data.md

Data Analysis

Tools for Data Analysis:

Pandas - Data manipulation and analysis
NumPy - Numerical computations
Matplotlib - Data visualization
SciPy - Statistical analysis

Installation: bash

pip install pandas numpy matplotlib scipy

Example Analysis: Python

import pandas as pd import matplotlib.pyplot as plt

Load data

df = pd.read_csv('sensor_data.csv')

Calculate statistics

print(df.describe())

Plot trends

plt.plot(df['timestamp'], df['temperature']) plt.xlabel('Time') plt.ylabel('Temperature (°C)') plt.show()

Running the Components Start MQTT Broker bash

sudo systemctl start mosquitto