Plotting sentiment scores
Lastly, let's plot the sentiment of each hashtag over time. This is largely similar to plotting the prevalence of tweets.
This exercise is part of the course
Analyzing Social Media Data in Python
Exercise instructions
- Plot a line for
#pythonusage withsentiment_py. Usesentiment_py.index.dayas the x-axis. - Do the same with
sentiment_r.
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Import matplotlib
import matplotlib.pyplot as plt
# Plot average #python sentiment per day
plt.plot(____, ____, color = 'green')
# Plot average #rstats sentiment per day
plt.plot(____, ____, color = 'blue')
plt.xlabel('Day')
plt.ylabel('Sentiment')
plt.title('Sentiment of data science languages')
plt.legend(('#python', '#rstats'))
plt.show()