Search the Number of occurrences of the particular words in data using Pandas.
Jurgy's answer should work. However, based on comments above, you can simply do like this,

df['yourcolumn_name_good_bad'].value_counts().plot(kind='bar')


Otherwise, if you want to use seaborn library and create a plot follow this.