Is it possible, with Matplotlib, to print the values of each point on the graph?
For example, if I have:
x = numpy.range(0,10)
y = numpy.array([5,3,4,2,7,5,4,6,3,2])
pyplot.plot(x,y)
How can I display y values on the plot (e.g. print a 5 near the (0,5) point, print a 3 near the (1,3) point, etc.)?
You can use the annotate command to place text annotations at any x and y values you want. To place them exactly at the data points you could do this
import numpy
from matplotlib import pyplot
x = numpy.arange(10)
y = numpy.array([5,3,4,2,7,5,4,6,3,2])
fig = pyplot.figure()
ax = fig.add_subplot(111)
ax.set_ylim(0,10)
pyplot.plot(x,y)
for i,j in zip(x,y):
ax.annotate(str(j),xy=(i,j))
pyplot.show()
If you want the annotations offset a little, you could change the annotate line to something like
ax.annotate(str(j),xy=(i,j+0.5))
ax.annotate(str(j), xy=(i,j), xytext=(10,10), textcoords='offset points') to offset the annotations by 10 points in the x and y directions. This is often more useful than offsetting in data coordinates (though that's also an option).Use pyplot.text() (import matplotlib.pyplot as plt)
import matplotlib.pyplot as plt
x=[1,2,3]
y=[9,8,7]
plt.plot(x,y)
for a,b in zip(x, y):
plt.text(a, b, str(b))
plt.show()
Current way of displaying values on the bar graph using plt.text() would be
import numpy as np
import matplotlib.pyplot as plt
x = np.arange(10)
y = np.array([5,3,4,2,7,5,4,6,3,2])
#for modifying figsize
fig, ax = plt.subplots(figisize=(8,12))
ax.bar(x,y)
for i, j in zip(x,y):
ax.text(i,j, str(j), ha='center', va='bottom')
plt.xlabel('x')
plt.ylabel('y')
plt.show()
hope that helps
