Add Horizontal Limit Line To Time Series Plot In Python

I want to add horizontal upper and lower limit line for Temparature timeseries plot. Lets say upper limit line at 30 and lower limit line at 10. df3.plot(x='Date', y=['Temp.PM', 'T

Solution 1:

I think this solution can help you

import matplotlib.pyplot as plt
%matplotlib inline

df3.plot(x="Date", y=["Temp.PM", "Temp.AM"],figsize=(20,8))
plt.axhline(30)
plt.axhline(10)

Solution 2:

plt.plot(df3['Date'], df3[["Temp.PM", "Temp.AM"]])
plt.axhline(30, color='r')
plt.axhline(10, color='b')
plt.show()

Solution 3:

Here is some code to get started and experimenting:

import matplotlib.pyplot as plt
import numpy as np
import pandas as pd

dates = pd.date_range('20190822', '20191020', freq='D')
df3 = pd.DataFrame({'Date': dates,
                    'Temp.AM': np.random.normal(22.5, 2, len(dates)),
                    'Temp.PM': np.random.normal(27.5, 2, len(dates))})
df3.plot(x='Date', y=['Temp.PM', 'Temp.AM'], color=['dodgerblue','coral'], figsize=(20, 8))

min_temp = df3['Temp.AM'].min()
max_temp = df3['Temp.PM'].max()
plt.axhline(min_temp, c='coral', ls='--')
plt.axhline(max_temp, c='dodgerblue', ls='--')
plt.text(df3['Date'][0], min_temp, f'\nMin: {min_temp:.1f}°C', ha='left', va='center', c='coral')
plt.text(df3['Date'][0], max_temp, f'Max: {max_temp:.1f}°C\n', ha='left', va='center', c='dodgerblue')
plt.show()