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analysis_results/analysis_report.html
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<h2>User Profile Analysis</h2>
<div class="figure">
<img src="user_analysis/gender_distribution.png" alt="用户性别分布">
<img src="user_analysis/gender_distribution.png" alt="User Gender Distribution">
<p class="caption">User Gender Distribution</p>
</div>
<div class="figure">
<img src="user_analysis/age_distribution.png" alt="用户年龄分布">
<img src="user_analysis/age_distribution.png" alt="User Age Distribution">
<p class="caption">User Age Distribution</p>
</div>
<div class="figure">
<img src="user_analysis/occupation_distribution.png" alt="用户职业分布">
<img src="user_analysis/occupation_distribution.png" alt="User Occupation Distribution">
<p class="caption">User Occupation Distribution</p>
</div>
<h2>Movie Distribution Analysis</h2>
<div class="figure">
<img src="movie_analysis/genre_distribution.png" alt="电影类型分布">
<img src="movie_analysis/genre_distribution.png" alt="Movie Genre Distribution">
<p class="caption">Movie Genre Distribution</p>
</div>
<div class="figure">
<img src="movie_analysis/year_distribution.png" alt="电影发行年份分布">
<img src="movie_analysis/year_distribution.png" alt="Movie Release Year Distribution">
<p class="caption">Movie Release Year Distribution</p>
</div>
<div class="figure">
<img src="movie_analysis/most_rated_movies.png" alt="评分数量最多的电影">
<img src="movie_analysis/most_rated_movies.png" alt="Top 20 Most Rated Movies">
<p class="caption">Top 20 Most Rated Movies</p>
</div>
<h2>Rating Distribution Analysis</h2>
<div class="figure">
<img src="rating_analysis/rating_distribution.png" alt="评分分布">
<img src="rating_analysis/rating_distribution.png" alt="Rating Distribution">
<p class="caption">Rating Distribution</p>
</div>
<div class="figure">
<img src="rating_analysis/genre_avg_ratings.png" alt="各类型电影的平均评分">
<img src="rating_analysis/genre_avg_ratings.png" alt="Average Rating by Movie Genre">
<p class="caption">Average Rating by Movie Genre</p>
</div>
<div class="figure">
<img src="rating_analysis/top_rated_movies.png" alt="评分最高的电影">
<img src="rating_analysis/top_rated_movies.png" alt="Top 20 Highest Rated Movies">
<p class="caption">Top 20 Highest Rated Movies (min. 100 ratings)</p>
</div>
<h2>User Characteristics and Movie Preferences</h2>
<div class="figure">
<img src="preference_analysis/gender_genre_heatmap.png" alt="不同性别的电影类型偏好">
<img src="preference_analysis/gender_genre_heatmap.png" alt="Movie Genre Preferences by Gender">
<p class="caption">Movie Genre Preferences by Gender</p>
</div>
<div class="figure">
<img src="preference_analysis/age_genre_heatmap.png" alt="不同年龄段的电影类型偏好">
<img src="preference_analysis/age_genre_heatmap.png" alt="Movie Genre Preferences by Age Group">
<p class="caption">Movie Genre Preferences by Age Group</p>
</div>
<div class="figure">
<img src="preference_analysis/age_year_heatmap.png" alt="不同年龄段对不同年代电影的偏好">
<img src="preference_analysis/age_year_heatmap.png" alt="Preferences for Movies by Decade Across Age Groups">
<p class="caption">Preferences for Movies by Decade Across Age Groups</p>
</div>
<div class="figure">
<img src="preference_analysis/gender_avg_rating.png" alt="性别与平均评分的关系">
<p class="caption">Relationship Between Gender and Average Rating</p>
<img src="preference_analysis/gender_avg_rating.png" alt="Average Rating by Gender">
<p class="caption">Average Rating by Gender</p>
</div>
<h2>Conclusions and Insights</h2>