I am trying to plot multiple plots in a 2Y plot.
I have the following code:
- Has a list of files to get some data;
- Gets the x and y components of data to plot in y-axis 1 and y-axis 2;
- Plots data.
When the loop iterates, it plots on different figures. I would like to get all the plots in the same figure. Can anyone give me some help on this?
import numpy as np import matplotlib.pyplot as plt import pandas as pd file=[list of paths] for i in files: # Loads Data from an excel file data = pd.read_excel(files[i],sheet_name='Results',dtype=float) # Gets x and y data from the loaded files x=data.iloc[:,-3] y1=data.iloc[:,-2] y12=data.iloc[:,-1] y2=data.iloc[:,3] fig1=plt.figure() ax1 = fig1.add_subplot(111) ax1.set_xlabel=('x') ax1.set_ylabel=('y') ax1.plot(x,y1) ax1.semilogy(x,y12) ax2 = ax1.twinx() # instantiate a second axes that shares the same x-axis ax2.plot(x,y2) fig1.tight_layout() plt.show()