Created
September 29, 2019 10:26
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recommender1_bar_chart
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def make_bar_chart(dataset, attribute, bar_color='#3498db', edge_color='#2980b9', title='Title', xlab='X', ylab='Y', sort_index=False): | |
if sort_index == False: | |
xs = dataset[attribute].value_counts().index | |
ys = dataset[attribute].value_counts().values | |
else: | |
xs = dataset[attribute].value_counts().sort_index().index | |
ys = dataset[attribute].value_counts().sort_index().values | |
fig, ax = plt.subplots(figsize=(14, 7)) | |
ax.spines['top'].set_visible(False) | |
ax.spines['right'].set_visible(False) | |
ax.set_title(title, fontsize=24, pad=20) | |
ax.set_xlabel(xlab, fontsize=16, labelpad=20) | |
ax.set_ylabel(ylab, fontsize=16, labelpad=20) | |
plt.bar(x=xs, height=ys, color=bar_color, edgecolor=edge_color, linewidth=2) | |
plt.xticks(rotation=45) | |
make_bar_chart(genre_df, 'Genre', title='Most Popular Movie Genres', xlab='Genre', ylab='Counts') |
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