Perform EDA

Analyzing IoT Data in Python

Matthias Voppichler

IT Developer

Plot DataFrame

df.plot(title="Environment")

Plotted dataset, very messy

df[["temperature", "humidity"]].plot(title="Environment")
plt.xlabel("Time")

Plot with temperature and humidity only

plt.ylabel('Temperature')
df[["temperature", "pressure"]].plot(title="Environment", secondary_y="pressure")
plt.ylabel('Pressure')

plot with pressure and temperature, Pressure on secondary y axis

Histogram

df.hist(bins=20)

Multiple histograms, showing distribution of the data

Analyzing IoT Data in Python