x = 10
y = 5
z = x + y
print z

word_1 = "Hello"
word_2 = "Python"
sentence = word_1 + " " + word_2
print sentence

# Let's do some math
print x + y
print x - y
print x * y
print x / y

# Formating String
template = "Hello %s"
print template % "Python"

# Using string formating to improve math results
print "Add Result: %s" % (x + y)
print "Subtract Result: %s" % (x - y)
print "Multiply Result: %s" % (x * y)
print "Divide Result: %s" % (x / y)

# Passing Multiple Parameters to a string
template = "%s %s %s = %s"
print template % (x, "+", y, x+y)
print template % (x, "-", y, x-y)
print template % (x, "*", y, x*y)
print template % (x, "/", y, x/y)

# List, Tupal and Dictionary
numbers_list = [1,2,3,4,5]
numbers_tupal = (1,2,3,4,5)
numbers_dict = {1:1, 2:2, 3:3, 4:4, 5:5}

# List
print "Full List: %s" % numbers_list
print "List Length: %s" % len(numbers_list)
print "First Item: %s" % numbers_list[0]
print "Last Item: %s" % numbers_list[-1]
print ""

# Tupal
print "Full Tupal: %s" % str(numbers_tupal)
print "Tupal Length: %s" % len(numbers_tupal)
print "First Item: %s" % numbers_tupal[0]
print "Last Item: %s" % numbers_tupal[-1]
print ""

# Dictionary
print "Full Dictionary: %s" % str(numbers_dict)
print "Dictionary Length: %s" % len(numbers_dict)
print "First Item: %s" % numbers_dict.values()[0]
print "Last Item: %s" % numbers_dict.values()[-1]
print ""
Text code for function
f(x) = (x ** 2 + 2 * x) / (1-epsilon)
import matplotlib.pyplot as plt
X = [1,2,3,4,5]
Y = [3,2,5,0,1]
plt.plot(X, Y)

plt.scatter(X, Y)

plt.scatter(X, Y, c=Y)

plt.scatter( X, Y, c=Y, marker="*", s=400)
# Complete list of markers
# http://matplotlib.org/api/markers_api.html

from mpl_toolkits.mplot3d import axes3d
import matplotlib.pyplot as plt
from matplotlib import cm

fig = plt.figure(figsize=(10,10))
ax = fig.gca(projection='3d')
X, Y, Z = axes3d.get_test_data(0.05)
ax.plot_surface(X, Y, Z, rstride=4, cstride=4, alpha=0.3)
cset = ax.contourf(X, Y, Z, zdir='z', offset=-100, cmap=cm.coolwarm)
cset = ax.contourf(X, Y, Z, zdir='x', offset=-40, cmap=cm.coolwarm)
cset = ax.contourf(X, Y, Z, zdir='y', offset=40, cmap=cm.coolwarm)

ax.set_xlabel('X')
ax.set_xlim(-40, 40)
ax.set_ylabel('Y')
ax.set_ylim(-40, 40)
ax.set_zlabel('Z')
ax.set_zlim(-100, 100)

plt.show()

import numpy as np
import pandas as pd
array = np.arange(100)
array = array.reshape((10,10))
df = pd.DataFrame(array)
print df

print df[1] - df[0]

print df[1] + df[0]

print df[1] * df[0] - df[3]

from IPython.display import HTML

input_form = """
<a id="admin_link" target="_blank" href="#">Ajenti Administration Interface</a>
<p>User: root<br> Password: admin</p>
"""

javascript = """
<script type="text/Javascript">
document.getElementById('admin_link').href = "https://" + window.location.hostname + ":8000"
</script>
"""

HTML(input_form + javascript)

csv_data = pd.read_csv("data/yourfile.csv")