Article Outline
Example Python program UKRSE-Workshop-2017-Lightning-Talk-Plotting-EOI-Survey.py
Modules
- import seaborn as sns
- import pandas as pd
- import warnings
- import matplotlib.pyplot as plt;
- import matplotlib;
- 'Increased recognition for the importance of the RSE role': 'Recognition for RSEs',
Code
Python example
import seaborn as sns
import pandas as pd
import warnings
import matplotlib.pyplot as plt;
import matplotlib;
matplotlib.style.use('ggplot');
txtfile='RSE-EOI-survey-list-anonymized-v2.csv'
rse_df = pd.read_csv(txtfile,
delimiter=',',
index_col=False)
rse_df['Degree'].fillna(rse_df.OtherDegree, inplace=True)
rse_df['Priority'].fillna(value='Other', inplace=True)
del rse_df['OtherDegree']
del rse_df['OtherPriority']
%matplotlib inline
figsize=(8,8);
fontsize=32;
plt.figure(figsize=figsize);
rse_df.Degree.unique()
rse_df.Degree.value_counts()
pd.value_counts(rse_df['Degree'])
pd.value_counts(rse_df['Degree']).plot(kind='pie',autopct='%0.1f', figsize=figsize, fontsize=fontsize);
replace_values = {'More long-term career options within research community': 'Long-term career pathways in research',
'Increased opportunities to meet and interact with other RSEs': 'Interactions with other RSEs',
'Increased recognition for the importance of the RSE role': 'Recognition for RSEs',
'Sharing of best practices and new technologies with other RSEs': 'Sharing best-practices'}
rse_df['Priority'].replace(replace_values, inplace=True)
matplotlib.rcParams['text.usetex'] = False
pd.value_counts(rse_df['Priority']).plot(kind='pie',label='', figsize=figsize,colormap='Set2', autopct='%0.1f',fontsize=fontsize);
pri = sns.countplot(y="Priority", hue="Degree", data=rse_df, palette='muted')
plt.legend(loc='lower right');
pri.figure.set_size_inches(figsize)
ax = pri.axes
for item in ([ax.title, ax.xaxis.label, ax.yaxis.label] +
ax.get_xticklabels() + ax.get_yticklabels()):
item.set_fontsize(fontsize)
Useful Links
- Articles: https://python-commandments.org/
- Python shell: https://bsdnerds.org/learn-python/
- Tutorial: https://pythonprogramminglanguage.com/