data = %sql SELECT DISTINCT product_category FROM cc_data_view WHERE daterange BETWEEN '2023-01-01' AND '2024-01-01';
style = {'description_width': 'initial'}
category_filter = widgets.Dropdown(
options=[d for d, in data],
description='Product Category:',
style=style
)
display(category_filter)
执行单元格。 您应该会看到类似于以下屏幕快照的输出。
从下拉菜单中选择打猎。
在新单元格中输入以下语句。
code language-python
import seaborn as sns
import matplotlib.pyplot as plt
data = %sql SELECT product_name AS `Product Name`, COUNT(*) AS Events \
FROM cc_data_view \
WHERE daterange BETWEEN '2023-01-01' AND '2023-02-01' \
AND product_category = '{category_filter.value}' \
GROUP BY 1 \
ORDER BY Events DESC \
LIMIT 10;
df = data.DataFrame()
df = df.groupby('Product Name', as_index=False).sum()
plt.figure(figsize=(15, 3))
sns.barplot(x='Events', y='Product Name', data=df)
plt.show()
display(data)