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import numpy as np
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from PIL import Image # type: ignore
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import pandas as pd
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from wordcloud import WordCloud, ImageColorGenerator # type: ignore
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import matplotlib.pyplot as plt # type: ignore
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# 读取数据
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df = pd.read_excel('ai_danmaku_result.xlsx')
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text = " ".join(df['弹幕内容'])
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# 加载背景图片
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background_image = np.array(Image.open('background.jpg'))
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# 创建词云对象,设置背景图片和字体
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wordcloud = WordCloud(width=800, height=400, background_color='white', mask=background_image, font_path='your_font.ttf').generate(text)
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# 使用背景图片的颜色作为词云的颜色
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image_colors = ImageColorGenerator(background_image)
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plt.figure(figsize=(10, 5))
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plt.imshow(wordcloud.recolor(color_func=image_colors), interpolation='bilinear')
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plt.axis('off')
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plt.show()
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