# lab 12 modify

I will upload the instructions for you, then I want you to modify the code using the cvs file called billionaires ( https://think.cs.vt.edu/corgis/csv/billionaires/bi…). then make sure you get the three figures that I uploaded.
code.pdf

figure1.pdf

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figure2.pdf

figure3.pdf

instructions.pdf

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4/19/2018
https://www.cs.montana.edu/paxton/classes/csci127/inlabs/lab13/lab13.py
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
#
#
#
#
#
————————————————CSCI 127, Lab 13
April 19, 2017
————————————————-
def main():
poorest_billionaire = data_frame[“worth in billions”].min()
print(“Poorest”, poorest_billionaire)
richest_billionaire = data_frame[“worth in billions”].max()
print(“Richest”, richest_billionaire)
average_billionaire = data_frame[“worth in billions”].mean()
print(“Average”, average_billionaire)
# Figure 1 is a scatter plot
data_frame.plot.scatter(x=”age”, y=”worth in billions”)
# Figure 2 is a pie chart
plt.figure()
data_frame[“sector”].value_counts()[:5].plot.pie()
# Figure 3 is a bar chart
plt.figure()
data_object = data_frame.groupby(“region”)
print(data_object.describe())
condensed_data_frame = data_object.sum()
print(condensed_data_frame)
condensed_data_frame = condensed_data_frame[1:]
condensed_data_frame[“worth in billions”].plot.bar()
plt.xticks(np.arange(7), (“E Asia”, “Europe”, “C Amer”, “N Afr”, “N Amer”, “S Asia”, “S Afr”))
plt.show()
# ————————————————main()
https://www.cs.montana.edu/paxton/classes/csci127/inlabs/lab13/lab13.py
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CSCI 127, In-Lab 13
Lab 13: pandas
Logistics
Due: Thursday, April 19th no later than 11:59 p.m.
Partner Information: Complete this assignment individually.
BrightSpace Lab 13 Dropbox.
and you will no longer be able to earn credit. Thus, if you are not able to fully complete the assignment,
submit whatever you have before the deadline so that partial credit can be earned.
Learning Outcomes
Gain experience creating a scatter plot with pandas.
Gain experience creating a pie chart with pandas.
Gain experience creating a bar chart with pandas.
Assignment
Download lab13.py, rename it according to the instructions above, and make sure you understand it.
Modify the program so that Figure 1 looks like this graph.
Modify the program so that Figure 2 looks like this graph.
Modify the program so that Figure 3 looks like this graph.
1 point – Figure 1 is labeled Billionaire Age Scatter Plot.
2 points – Figure 1 uses turquoise instead of blue as the color for each point.
1 point – Figure 1 uses a small dot instead of a larger circle for each point.
1 point – Figure 2 displays the top 10 industries where billionaires made their fortune.
2 points – The colors in Figure 2 alternate between blue and gold.
1 point – Figure 2 is labeled Billionaire Industry Pie Chart.
1 point – Figure 3 has a y-axis labeled Total Net Worth and an x-axis labeled Region.
1 point – Figure 3 is labeled Billionaire Location Bar Chart.
If Time Remains
Work on Program 6, seeking feedback from your lab assistant if desired.
https://www.cs.montana.edu/paxton/classes/csci127/inlabs/lab13/
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