aspera1631
aspera1631
/ regression_example1.py
Created
August 23, 2015 02:53
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| __author__ = 'bdeutsch' | |
| # Import packages | |
| import seaborn as sns | |
| import matplotlib.pyplot as plt | |
| import pandas as pd | |
| #Import data | |
| data1 = pd.read_csv('datasets/pop_vs_degrees.csv') |
aspera1631
/ double_bar_plot1.py
Created
August 23, 2015 02:46
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| __author__ = 'bdeutsch' | |
| # Import packages | |
| import seaborn as sns | |
| import matplotlib.pyplot as plt | |
| import pandas as pd | |
| #Import data | |
| data1 = pd.read_csv('datasets/phys_phd_by_state.csv') | |
| # Rescale data |
aspera1631
/ gist:c02a6deec2fcee1f4777
Created
August 23, 2015 02:41
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| state variable value | |
| 0 District of Columbia degrees_per_100k 4175.7918 | |
| 1 Arizona degrees_per_100k 2862.6525 | |
| 2 Iowa degrees_per_100k 2846.8430 | |
| 3 Utah degrees_per_100k 2130.5160 | |
| 4 Rhode Island degrees_per_100k 2032.8420 | |
| 5 Massachusetts degrees_per_100k 2006.9949 | |
| .. ... ... ... | |
| 97 New Jersey phys_phd_100k 564.4300 |
aspera1631
/ dataframe_Example.txt
Created
August 23, 2015 02:39
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| state degrees_per_100k phys_phd_100k | |
| 0 District of Columbia 4175.7918 1434.220 | |
| 1 Arizona 2862.6525 1061.430 | |
| 2 Iowa 2846.8430 706.440 | |
| 3 Utah 2130.5160 948.040 | |
| 4 Rhode Island 2032.8420 1113.560 | |
| ... |
aspera1631
/ dataframe_Example.txt
Created
August 23, 2015 02:38
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| state degrees_per_100k phys_phd_100k | |
| 0 District of Columbia 4175.7918 1434.220 | |
| 1 Arizona 2862.6525 1061.430 | |
| 2 Iowa 2846.8430 706.440 | |
| 3 Utah 2130.5160 948.040 | |
| 4 Rhode Island 2032.8420 1113.560 | |
| 5 Massachusetts 2006.9949 1312.000 | |
| 6 Vermont 1971.3930 965.585 | |
| 7 Minnesota 1968.6200 881.405 | |
| 8 Kansas 1806.8395 666.315 |
aspera1631
/ fail_bar_plot.py
Created
August 23, 2015 02:35
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| __author__ = 'bdeutsch' | |
| # Import packages | |
| import numpy as np | |
| import seaborn as sns | |
| import matplotlib as mpl | |
| import matplotlib.pyplot as plt | |
| import pandas as pd | |
| import pylab |
aspera1631
/ bar_chart_ex1.py
Created
August 23, 2015 00:22
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| __author__ = 'bdeutsch' | |
| # Import packages | |
| import seaborn as sns | |
| import matplotlib.pyplot as plt | |
| import pandas as pd | |
| #Import data | |
| data1 = pd.read_csv('datasets/opt_by_inst.csv') |
aspera1631
/ plot_scatter_example.py
Created
August 22, 2015 22:47
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| __author__ = 'bdeutsch' | |
| # Import packages | |
| import seaborn as sns | |
| import matplotlib.pyplot as plt | |
| import pandas as pd | |
| #Import data | |
| data1 = pd.read_csv('datasets/pop_vs_degrees.csv') |
aspera1631
/ import_for_seaborn.py
Created
August 22, 2015 22:30
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| __author__ = 'bdeutsch' | |
| # Import packages | |
| import seaborn as sns | |
| import matplotlib.pyplot as plt | |
| import pandas as pd | |
| #Import data | |
| data1 = pd.read_csv('datasets/pop_vs_degrees.csv') |
aspera1631
/ example.txt
Created
August 22, 2015 22:26
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| st_abbr pop degrees | |
| 0 CA 38802500 550509 | |
| 1 NY 19746227 333690 | |
| 2 FL 19893297 324106 | |
| 3 TX 26956958 320099 | |
| 4 IL 12880580 229623 | |
| 5 PA 12787209 204882 | |
| 6 AZ 6731484 192699 | |
| 7 OH 11594163 167144 | |
| 8 MI 9909877 150684 |