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@section('title')
    Plotting Examples from Lab 
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@section('content')

# Plotting examples

```py

# CS111 Fall 2017
# Some example charts for reference
# More details: http://matplotlib.org/api/pyplot_summary.html


import numpy as np
import matplotlib.pyplot as plt


def verticalBarChartExample():

    # Example data
    counts = [5, 20, 12]
    candy  = ["skittles", "twizzlers", "m&ms"]

    position = range(len(counts)) # [0, 1, 2]
    
    # make this the first figure
    plt.figure(1) 
    # Graph
    #          x        y
    plt.bar(position, counts, width=0.5, color='green', align='center')

    # Decorate
    plt.xticks(position, candy) # x-axis labels
    plt.title('1. verticalBarChartExample: Candy votes')
    plt.show()


def horizontalBarChartExample():

    # Example data
    counts = [5, 20, 12]
    candy  = ["skittles","twizzlers","m&ms"]
    position = range(len(candy))

    # Graph
    # make this the second figure
    plt.figure(2) 
    plt.barh(position, counts, 0.5, align='center')

    # Decorate
    plt.yticks(position, candy) # y-axis label
    plt.title("2. horizontalBarChartExample: Candy Preferences")

    # Show the graph
    plt.show()


def plotExample():

    # x axis: Months
    months = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] # or: months = range(1,13)

    # y axis: Average Boston highs
    highs = [36, 39, 45, 56, 66, 76, 81, 80, 72, 61, 52, 41]
        
    # make this the third figure
    plt.figure(3) 
    # Set the axis
    plt.axis([min(months),max(months),min(highs),max(highs)])

    # Plot a line of points
    plt.plot(months, highs, 'bo-') # Markers: b=blue,o=circle,-=line

    # xticks
    monthNames = ['Jan','Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec']
    plt.xticks(months, monthNames) # location, label

    # Decorate
    plt.xlabel('Months')
    plt.ylabel('Average highs')
    plt.title('3. plotExample: Average highs in Boston')
    plt.grid()

    # Show the graph
    plt.show()




def pieChartExample():

    # Data
    icecream = [30, 50, 10, 6] # Do not have to sum to 100
    mycolors = ['pink', 'chocolate', 'ivory','yellow']
    mylabels = ['Strawberry', 'Chocolate', 'Vanilla','Banana']

    # Graph `figsize` is needed so the pie won't be squished
    plt.figure(figsize=(5,5), facecolor='white') # new figure window
    plt.pie(icecream, labels=mylabels, colors=mycolors)

    # Decorate
    plt.title("4. pieChartExample: Ice Cream Preferences")

    # Show the graph
    plt.show()


# Tests
if __name__ == '__main__':
    verticalBarChartExample()
    horizontalBarChartExample()
    plotExample()
    pieChartExample()

```


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