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Monthly Average Temperature Chart Using Pandas and Python

Monthly Average Temperature Chart

Monthly averages provide a clearer view of seasonal trends.

Code

monthly_temp = (

df.groupby('month')['Temperature (C)']

.mean()

)

monthly_temp.plot(

kind='bar'

)

plt.title("Average Monthly Temperature")

plt.xlabel("Month")

plt.ylabel("Temperature (°C)")

plt.show()

Explanation

This bar chart summarizes average temperatures for each month.

Insight

Monthly averages help reveal:

  • Seasonal cycles
  • Warmest months
  • Coolest months