Matplotlib with PyQt4

canvas.py

from matplotlib.backends.backend_qt4agg import FigureCanvasQTAgg as FigureCanvas 
import matplotlib.pyplot as plt

class Canvas(FigureCanvas):
    def __init__(self, parent=None):
        self.figure = plt.figure()
        FigureCanvas.__init__(self, self.figure)
        self.setParent(parent)

data.csv

main.py

import matplotlib
matplotlib.use('Qt4Agg')

import sys
from PyQt4 import QtCore, QtGui, uic
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np


qtCreatorFile = "main.ui" # my Qt Designer file 

Ui_MainWindow, QtBaseClass = uic.loadUiType(qtCreatorFile)

class MyApp(QtGui.QMainWindow, Ui_MainWindow):
    def __init__(self):
        QtGui.QMainWindow.__init__(self)
        Ui_MainWindow.__init__(self)
        self.setupUi(self)
        self.csvbutton.clicked.connect(self.plot)

    def plot(self):

        filePath="data.csv"
        df= pd.read_csv(str(filePath),index_col='date')
        ax = self.canvas.figure.add_subplot(111)
        ax.hold(False)
        ax.plot(df, '*-')
        self.canvas.draw()



if __name__ == "__main__":
    app = QtGui.QApplication(sys.argv)
    window = MyApp()
    window.show()
    sys.exit(app.exec_())

main.ui

<?xml version="1.0" encoding="UTF-8"?>
<ui version="4.0">
 <class>MainWindow</class>
 <widget class="QMainWindow" name="MainWindow">
  <property name="geometry">
   <rect>
    <x>0</x>
    <y>0</y>
    <width>600</width>
    <height>501</height>
   </rect>
  </property>
  <property name="windowTitle">
   <string>MainWindow</string>
  </property>
  <widget class="QWidget" name="centralwidget">
   <widget class="QPushButton" name="csvbutton">
    <property name="geometry">
     <rect>
      <x>40</x>
      <y>10</y>
      <width>83</width>
      <height>25</height>
     </rect>
    </property>
    <property name="text">
     <string>csvbutton</string>
    </property>
   </widget>
   <widget class="Canvas" name="canvas" native="true">
    <property name="geometry">
     <rect>
      <x>20</x>
      <y>70</y>
      <width>551</width>
      <height>371</height>
     </rect>
    </property>
   </widget>
  </widget>
  <widget class="QMenuBar" name="menubar">
   <property name="geometry">
    <rect>
     <x>0</x>
     <y>0</y>
     <width>600</width>
     <height>22</height>
    </rect>
   </property>
  </widget>
  <widget class="QStatusBar" name="statusbar"/>
 </widget>
 <customwidgets>
  <customwidget>
   <class>Canvas</class>
   <extends>QWidget</extends>
   <header>canvas.h</header>
   <container>1</container>
  </customwidget>
 </customwidgets>
 <resources/>
 <connections/>
</ui>