CODEWITHSUNDEEP
python
Adia
Adia

Reputation: 1211

Python: plot data from a txt file

How do I plot a histogram of this kind of data,

10 apples
3 oranges
6 tomatoes
10 pears

from a text file?

thanks

Upvotes: 4

Views: 3615

Answers (3)

unutbu
unutbu

Reputation: 879093

Here's one way you can assign different colors to the bars. It works with even a variable number of bars.

import numpy as np
import pylab
import matplotlib.cm as cm

arr = np.genfromtxt('data', dtype=None)
n = len(arr)
centers = np.arange(n)
colors = cm.RdYlBu(np.linspace(0, 1, n))
pylab.bar(centers, arr['f0'], color=colors, align='center')
ax = pylab.gca()
ax.set_xticks(centers)
ax.set_xticklabels(arr['f1'], rotation=0)
pylab.show()

bar chart

Upvotes: 6

gspr
gspr

Reputation: 11227

As the others suggest, Matplotlib is your friend. Something like

import numpy as np
import matplotlib.pyplot as plt

plt.figure()
indices = np.arange(4)
width = 0.5
plt.bar(indices, [10, 3, 6, 10], width=width)
plt.xticks(indices + width/2, ('Apples', 'Oranges', 'Tomatoes', 'Pears'))
plt.show()

will get you started. Loading the data from a textfile is straight forward.

Upvotes: 2

psoares
psoares

Reputation: 4883

Felix is right.

Matplotlib is one of the tolls available. Take a look, it has lot of examples. If you're not able to draw a histogram then you could ask another question and I'm sure there will be lots of people to help.

Here are some examples:
http://matplotlib.sourceforge.net/examples/pylab_examples/histogram_demo_extended.html

Upvotes: 1

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