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import org.jsoup.Jsoup; |
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import org.jsoup.nodes.Document; |
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import org.jsoup.nodes.Element; |
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import org.jsoup.select.Elements; |
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|
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import org.jfree.chart.ChartFactory; |
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import org.jfree.chart.ChartUtils; |
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import org.jfree.chart.JFreeChart; |
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import org.jfree.chart.plot.PlotOrientation; |
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import org.jfree.chart.title.TextTitle; |
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import org.jfree.chart.axis.CategoryAxis; |
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import org.jfree.chart.axis.NumberAxis; |
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import org.jfree.chart.axis.ValueAxis; |
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import org.jfree.chart.plot.CategoryPlot; |
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import org.jfree.chart.plot.PiePlot; |
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import org.jfree.chart.plot.XYPlot; |
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import org.jfree.data.category.DefaultCategoryDataset; |
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import org.jfree.data.general.DefaultPieDataset; |
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import org.jfree.data.xy.XYSeries; |
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import org.jfree.data.xy.XYSeriesCollection; |
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|
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import java.awt.Font; |
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import java.io.*; |
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import java.util.*; |
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import java.util.stream.Collectors; |
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|
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public class DoubanMovieCrawler { |
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public static void main(String[] args) { |
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List<Movie> movies = new ArrayList<>(); |
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|
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// 爬取豆瓣电影Top250的10个页面
|
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for (int start = 0; start < 250; start += 25) { |
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String url = "https://movie.douban.com/top250?start=" + start; |
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try { |
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// 发送请求并获取页面内容
|
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Document document = Jsoup.connect(url) |
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.userAgent("Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36") |
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.timeout(10000) |
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.get(); |
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|
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// 解析电影列表
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Elements movieElements = document.select(".grid_view li"); |
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for (Element movieElement : movieElements) { |
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// 提取电影名
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String title = movieElement.select(".title").first().text(); |
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|
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// 提取评分
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String rating = movieElement.select(".rating_num").first().text(); |
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|
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// 提取年份、导演、主演、国家和类型
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String info = movieElement.select(".bd p").first().text(); |
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|
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// 解析年份信息
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String year = ""; |
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java.util.regex.Pattern yearPattern = java.util.regex.Pattern.compile("(\\d{4})"); |
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java.util.regex.Matcher yearMatcher = yearPattern.matcher(info); |
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if (yearMatcher.find()) { |
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year = yearMatcher.group(1); |
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} |
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|
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// 提取导演信息
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String director = ""; |
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if (info.contains("导演:")) { |
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int directorIndex = info.indexOf("导演:"); |
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int actorsIndex = info.indexOf("主演:", directorIndex); |
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int endIndex = info.indexOf("/", directorIndex); |
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|
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// 优先使用主演作为结束点
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if (actorsIndex != -1 && (endIndex == -1 || actorsIndex < endIndex)) { |
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endIndex = actorsIndex; |
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} |
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if (endIndex == -1) { |
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endIndex = info.length(); |
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} |
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director = info.substring(directorIndex + 3, endIndex).trim(); |
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} |
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|
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// 提取主演信息
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String actors = ""; |
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if (info.contains("主演:")) { |
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int actorsIndex = info.indexOf("主演:"); |
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int endIndex = info.indexOf("/", actorsIndex); |
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if (endIndex == -1) { |
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endIndex = info.length(); |
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} |
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actors = info.substring(actorsIndex + 3, endIndex).trim(); |
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|
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// 移除省略号和年份
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// 移除年份（4位数字）
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actors = actors.replaceAll("\\s+\\d{4}$", ""); |
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// 移除省略号
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actors = actors.replaceAll("\\s*\\.\\.\\.", ""); |
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// 移除多余的空格
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actors = actors.trim(); |
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} |
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|
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// 提取国家和类型信息
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String country = ""; |
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String genre = ""; |
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if (info.contains("/")) { |
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// 找到年份后的第一个斜杠
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int yearEndIndex = info.indexOf(year) + 4; |
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if (yearEndIndex < info.length()) { |
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String afterYear = info.substring(yearEndIndex).trim(); |
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if (afterYear.startsWith("/")) { |
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afterYear = afterYear.substring(1).trim(); |
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} |
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|
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// 分割国家和类型
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String[] parts = afterYear.split("\\s*/\\s*"); |
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if (parts.length > 0) { |
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country = parts[0]; |
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} |
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if (parts.length > 1) { |
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genre = parts[parts.length - 1]; |
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} |
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} |
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} |
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|
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// 创建电影对象并添加到列表
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movies.add(new Movie(title, rating, year, director, actors, country, genre)); |
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} |
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|
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// 休眠一下，避免请求过于频繁
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Thread.sleep(1000); |
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|
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} catch (IOException | InterruptedException e) { |
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e.printStackTrace(); |
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} |
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} |
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|
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// 数据清洗
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List<Movie> cleanedMovies = cleanData(movies); |
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|
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// 保存为不同格式文件
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saveToCSV(cleanedMovies, "douban_top250.csv"); |
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saveToJSON(cleanedMovies, "douban_top250.json"); |
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saveToXML(cleanedMovies, "douban_top250.xml"); |
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|
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// 数据分析
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analyzeData(cleanedMovies); |
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|
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// 结果展示
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displayResults(cleanedMovies); |
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|
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// 生成图表
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generateCharts(cleanedMovies); |
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|
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System.out.println("爬取完成，共获取" + cleanedMovies.size() + "部电影"); |
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System.out.println("数据已保存到CSV、JSON和XML文件"); |
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System.out.println("图表已生成并保存为PNG图片"); |
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} |
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|
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// 数据清洗
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private static List<Movie> cleanData(List<Movie> movies) { |
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return movies.stream() |
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.map(movie -> { |
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// 清洗电影名
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String cleanTitle = movie.getTitle().trim(); |
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// 清洗年份
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String cleanYear = movie.getYear().trim(); |
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// 清洗导演
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String cleanDirector = movie.getDirector().trim(); |
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// 清洗主演
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String cleanActors = movie.getActors().trim(); |
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// 清洗国家
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String cleanCountry = movie.getCountry().trim(); |
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// 清洗类型
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String cleanGenre = movie.getGenre().trim(); |
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// 处理缺失值
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if (cleanYear.isEmpty()) cleanYear = "未知"; |
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if (cleanDirector.isEmpty()) cleanDirector = "未知"; |
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if (cleanActors.isEmpty()) cleanActors = "未知"; |
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if (cleanCountry.isEmpty()) cleanCountry = "未知"; |
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if (cleanGenre.isEmpty()) cleanGenre = "未知"; |
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return new Movie(cleanTitle, movie.getRating(), cleanYear, cleanDirector, cleanActors, cleanCountry, cleanGenre); |
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}) |
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.collect(Collectors.toList()); |
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} |
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|
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// 保存为JSON文件
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private static void saveToJSON(List<Movie> movies, String filename) { |
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try (BufferedWriter writer = new BufferedWriter(new FileWriter(filename))) { |
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writer.write("["); |
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for (int i = 0; i < movies.size(); i++) { |
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Movie movie = movies.get(i); |
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writer.write("{"); |
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writer.write(String.format("\"title\":\"%s\",\"rating\":\"%s\",\"year\":\"%s\",\"director\":\"%s\",\"actors\":\"%s\",\"country\":\"%s\",\"genre\":\"%s\"", |
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escapeJson(movie.getTitle()), |
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escapeJson(movie.getRating()), |
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escapeJson(movie.getYear()), |
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escapeJson(movie.getDirector()), |
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escapeJson(movie.getActors()), |
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escapeJson(movie.getCountry()), |
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escapeJson(movie.getGenre()))); |
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writer.write("}"); |
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if (i < movies.size() - 1) { |
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writer.write(","); |
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} |
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writer.newLine(); |
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} |
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writer.write("]"); |
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System.out.println("数据已保存到" + filename); |
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} catch (IOException e) { |
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e.printStackTrace(); |
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} |
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} |
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|
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// 保存为XML文件
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private static void saveToXML(List<Movie> movies, String filename) { |
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try (BufferedWriter writer = new BufferedWriter(new FileWriter(filename))) { |
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writer.write("<?xml version=\"1.0\" encoding=\"UTF-8\"?>"); |
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writer.newLine(); |
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writer.write("<movies>"); |
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writer.newLine(); |
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for (Movie movie : movies) { |
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writer.write(" <movie>"); |
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writer.newLine(); |
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writer.write(String.format(" <title>%s</title>", escapeXml(movie.getTitle()))); |
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writer.newLine(); |
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writer.write(String.format(" <rating>%s</rating>", escapeXml(movie.getRating()))); |
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writer.newLine(); |
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writer.write(String.format(" <year>%s</year>", escapeXml(movie.getYear()))); |
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writer.newLine(); |
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writer.write(String.format(" <director>%s</director>", escapeXml(movie.getDirector()))); |
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writer.newLine(); |
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writer.write(String.format(" <actors>%s</actors>", escapeXml(movie.getActors()))); |
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writer.newLine(); |
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writer.write(String.format(" <country>%s</country>", escapeXml(movie.getCountry()))); |
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writer.newLine(); |
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writer.write(String.format(" <genre>%s</genre>", escapeXml(movie.getGenre()))); |
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writer.newLine(); |
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writer.write(" </movie>"); |
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writer.newLine(); |
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} |
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writer.write("</movies>"); |
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System.out.println("数据已保存到" + filename); |
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} catch (IOException e) { |
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e.printStackTrace(); |
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} |
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} |
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|
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// 数据分析
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private static void analyzeData(List<Movie> movies) { |
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System.out.println("\n=== 数据分析结果 ==="); |
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|
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// 1. 评分分布
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System.out.println("\n1. 评分分布："); |
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Map<String, Long> ratingDistribution = movies.stream() |
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.collect(Collectors.groupingBy(Movie::getRating, Collectors.counting())); |
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ratingDistribution.entrySet().stream() |
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.sorted(Map.Entry.comparingByKey()) |
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.forEach(entry -> System.out.printf("评分 %s: %d部\n", entry.getKey(), entry.getValue())); |
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|
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// 2. 年份与评分相关性
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System.out.println("\n2. 年份与评分统计："); |
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Map<String, Double> yearRatingMap = movies.stream() |
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.collect(Collectors.groupingBy(Movie::getYear, |
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Collectors.averagingDouble(m -> Double.parseDouble(m.getRating())))); |
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yearRatingMap.entrySet().stream() |
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.sorted(Map.Entry.comparingByKey()) |
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.forEach(entry -> System.out.printf("年份 %s: 平均评分 %.2f\n", entry.getKey(), entry.getValue())); |
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|
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// 3. 导演作品数排行
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System.out.println("\n3. 导演作品数排行："); |
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Map<String, Long> directorWorksCount = movies.stream() |
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.collect(Collectors.groupingBy(Movie::getDirector, Collectors.counting())); |
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directorWorksCount.entrySet().stream() |
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.sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())) |
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.limit(10) |
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.forEach(entry -> System.out.printf("%s: %d部\n", entry.getKey(), entry.getValue())); |
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|
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// 4. 国家/地区分布
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System.out.println("\n4. 国家/地区分布："); |
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Map<String, Long> countryDistribution = movies.stream() |
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.collect(Collectors.groupingBy(Movie::getCountry, Collectors.counting())); |
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countryDistribution.entrySet().stream() |
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.sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())) |
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.limit(10) |
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.forEach(entry -> System.out.printf("%s: %d部\n", entry.getKey(), entry.getValue())); |
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// 5. 类型分布
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System.out.println("\n5. 类型分布："); |
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Map<String, Long> genreDistribution = movies.stream() |
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.flatMap(movie -> Arrays.stream(movie.getGenre().split("\\s+"))) |
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.collect(Collectors.groupingBy(genre -> genre, Collectors.counting())); |
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genreDistribution.entrySet().stream() |
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.sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())) |
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.limit(10) |
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.forEach(entry -> System.out.printf("%s: %d部\n", entry.getKey(), entry.getValue())); |
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} |
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|
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// 结果展示
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private static void displayResults(List<Movie> movies) { |
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System.out.println("\n=== 电影Top10 ==="); |
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System.out.printf("%-30s %-10s %-10s %-20s %-30s %-20s %-20s\n", |
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"电影名", "评分", "年份", "导演", "主演", "国家", "类型"); |
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System.out.println("----------------------------------------------------------------------------------------------------------------------------------------------------------------"); |
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movies.stream() |
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.limit(10) |
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.forEach(movie -> { |
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System.out.printf("%-30s %-10s %-10s %-20s %-30s %-20s %-20s\n", |
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truncate(movie.getTitle(), 30), |
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movie.getRating(), |
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movie.getYear(), |
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truncate(movie.getDirector(), 20), |
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truncate(movie.getActors(), 30), |
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truncate(movie.getCountry(), 20), |
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truncate(movie.getGenre(), 20)); |
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}); |
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} |
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|
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// 辅助方法：截断字符串
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private static String truncate(String str, int maxLength) { |
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if (str.length() <= maxLength) return str; |
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return str.substring(0, maxLength - 3) + "..."; |
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} |
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|
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// 辅助方法：转义JSON字符串
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private static String escapeJson(String str) { |
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return str.replaceAll("\\\"", "\\\\\"") |
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.replaceAll("\\n", "\\\\n") |
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.replaceAll("\\r", "\\\\r"); |
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} |
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|
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// 辅助方法：转义XML字符串
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private static String escapeXml(String str) { |
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return str.replaceAll("&", "&") |
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.replaceAll("<", "<") |
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.replaceAll(">", ">") |
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.replaceAll("'", "'") |
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.replaceAll("\"", """); |
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} |
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|
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// 生成图表
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private static void generateCharts(List<Movie> movies) { |
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try { |
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// 创建中文字体
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Font chineseFont = new Font("SimHei", Font.PLAIN, 12); |
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Font titleFont = new Font("SimHei", Font.BOLD, 16); |
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|
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// 1. 评分分布柱状图
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DefaultCategoryDataset ratingDataset = new DefaultCategoryDataset(); |
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Map<String, Long> ratingDistribution = movies.stream() |
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.collect(Collectors.groupingBy(Movie::getRating, Collectors.counting())); |
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ratingDistribution.entrySet().stream() |
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.sorted(Map.Entry.comparingByKey()) |
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.forEach(entry -> ratingDataset.addValue(entry.getValue(), "电影数量", entry.getKey())); |
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|
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JFreeChart ratingChart = ChartFactory.createBarChart( |
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"豆瓣电影Top250评分分布", |
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"评分", |
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"电影数量", |
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ratingDataset, |
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PlotOrientation.VERTICAL, |
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true, |
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true, |
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false |
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); |
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// 设置中文字体
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ratingChart.setTitle(new TextTitle("豆瓣电影Top250评分分布", titleFont)); |
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CategoryPlot ratingPlot = ratingChart.getCategoryPlot(); |
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CategoryAxis ratingDomainAxis = ratingPlot.getDomainAxis(); |
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ratingDomainAxis.setLabelFont(chineseFont); |
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ratingDomainAxis.setTickLabelFont(chineseFont); |
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NumberAxis ratingRangeAxis = (NumberAxis) ratingPlot.getRangeAxis(); |
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ratingRangeAxis.setLabelFont(chineseFont); |
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ratingRangeAxis.setTickLabelFont(chineseFont); |
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ratingChart.getLegend().setItemFont(chineseFont); |
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|
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ChartUtils.saveChartAsPNG(new File("rating_distribution.png"), ratingChart, 800, 600); |
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System.out.println("评分分布图表已保存: rating_distribution.png"); |
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|
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// 2. 国家/地区分布饼图
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DefaultPieDataset countryDataset = new DefaultPieDataset(); |
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Map<String, Long> countryDistribution = movies.stream() |
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.collect(Collectors.groupingBy(Movie::getCountry, Collectors.counting())); |
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countryDistribution.entrySet().stream() |
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.sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())) |
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.limit(10) |
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.forEach(entry -> countryDataset.setValue(entry.getKey(), entry.getValue())); |
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|
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JFreeChart countryChart = ChartFactory.createPieChart( |
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"豆瓣电影Top250国家/地区分布", |
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countryDataset, |
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true, |
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true, |
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false |
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); |
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// 设置中文字体
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countryChart.setTitle(new TextTitle("豆瓣电影Top250国家/地区分布", titleFont)); |
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PiePlot countryPlot = (PiePlot) countryChart.getPlot(); |
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countryPlot.setLabelFont(chineseFont); |
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countryChart.getLegend().setItemFont(chineseFont); |
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|
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ChartUtils.saveChartAsPNG(new File("country_distribution.png"), countryChart, 800, 600); |
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System.out.println("国家分布图表已保存: country_distribution.png"); |
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|
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// 3. 年份与评分相关性折线图
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XYSeries yearRatingSeries = new XYSeries("平均评分"); |
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Map<String, Double> yearRatingMap = movies.stream() |
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.collect(Collectors.groupingBy(Movie::getYear, |
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Collectors.averagingDouble(m -> Double.parseDouble(m.getRating())))); |
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yearRatingMap.entrySet().stream() |
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.filter(entry -> !entry.getKey().equals("未知")) |
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.sorted(Map.Entry.comparingByKey()) |
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.forEach(entry -> { |
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try { |
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int year = Integer.parseInt(entry.getKey()); |
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yearRatingSeries.add(year, entry.getValue()); |
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} catch (NumberFormatException e) { |
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// 跳过非数字年份
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} |
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}); |
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|
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XYSeriesCollection yearRatingDataset = new XYSeriesCollection(yearRatingSeries); |
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JFreeChart yearRatingChart = ChartFactory.createXYLineChart( |
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"豆瓣电影Top250年份与评分相关性", |
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"年份", |
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"平均评分", |
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yearRatingDataset, |
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PlotOrientation.VERTICAL, |
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true, |
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true, |
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false |
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); |
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// 设置中文字体
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yearRatingChart.setTitle(new TextTitle("豆瓣电影Top250年份与评分相关性", titleFont)); |
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XYPlot yearPlot = yearRatingChart.getXYPlot(); |
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ValueAxis yearDomainAxis = yearPlot.getDomainAxis(); |
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yearDomainAxis.setLabelFont(chineseFont); |
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yearDomainAxis.setTickLabelFont(chineseFont); |
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ValueAxis yearRangeAxis = yearPlot.getRangeAxis(); |
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yearRangeAxis.setLabelFont(chineseFont); |
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yearRangeAxis.setTickLabelFont(chineseFont); |
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yearRatingChart.getLegend().setItemFont(chineseFont); |
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|
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ChartUtils.saveChartAsPNG(new File("year_rating_correlation.png"), yearRatingChart, 800, 600); |
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System.out.println("年份评分相关性图表已保存: year_rating_correlation.png"); |
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|
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// 4. 类型分布柱状图
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DefaultCategoryDataset genreDataset = new DefaultCategoryDataset(); |
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Map<String, Long> genreDistribution = movies.stream() |
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.flatMap(movie -> Arrays.stream(movie.getGenre().split("\\s+"))) |
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.collect(Collectors.groupingBy(genre -> genre, Collectors.counting())); |
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genreDistribution.entrySet().stream() |
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.sorted(Map.Entry.comparingByValue(Comparator.reverseOrder())) |
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.limit(10) |
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.forEach(entry -> genreDataset.addValue(entry.getValue(), "电影数量", entry.getKey())); |
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|
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JFreeChart genreChart = ChartFactory.createBarChart( |
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"豆瓣电影Top250类型分布", |
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"类型", |
|||
"电影数量", |
|||
genreDataset, |
|||
PlotOrientation.VERTICAL, |
|||
true, |
|||
true, |
|||
false |
|||
); |
|||
// 设置中文字体
|
|||
genreChart.setTitle(new TextTitle("豆瓣电影Top250类型分布", titleFont)); |
|||
CategoryPlot genrePlot = genreChart.getCategoryPlot(); |
|||
CategoryAxis genreDomainAxis = genrePlot.getDomainAxis(); |
|||
genreDomainAxis.setLabelFont(chineseFont); |
|||
genreDomainAxis.setTickLabelFont(chineseFont); |
|||
NumberAxis genreRangeAxis = (NumberAxis) genrePlot.getRangeAxis(); |
|||
genreRangeAxis.setLabelFont(chineseFont); |
|||
genreRangeAxis.setTickLabelFont(chineseFont); |
|||
genreChart.getLegend().setItemFont(chineseFont); |
|||
|
|||
ChartUtils.saveChartAsPNG(new File("genre_distribution.png"), genreChart, 800, 600); |
|||
System.out.println("类型分布图表已保存: genre_distribution.png"); |
|||
|
|||
} catch (IOException e) { |
|||
System.err.println("生成图表时出错: " + e.getMessage()); |
|||
e.printStackTrace(); |
|||
} |
|||
} |
|||
|
|||
private static void saveToCSV(List<Movie> movies, String filename) { |
|||
try (BufferedWriter writer = new BufferedWriter(new FileWriter(filename))) { |
|||
// 写入CSV表头
|
|||
writer.write("电影名,评分,年份,导演,主演,国家,类型"); |
|||
writer.newLine(); |
|||
|
|||
// 写入电影数据
|
|||
for (Movie movie : movies) { |
|||
writer.write(String.format("%s,%s,%s,%s,%s,%s,%s", |
|||
movie.getTitle(), |
|||
movie.getRating(), |
|||
movie.getYear(), |
|||
movie.getDirector(), |
|||
movie.getActors(), |
|||
movie.getCountry(), |
|||
movie.getGenre())); |
|||
writer.newLine(); |
|||
} |
|||
|
|||
System.out.println("数据已保存到" + filename); |
|||
} catch (IOException e) { |
|||
e.printStackTrace(); |
|||
} |
|||
} |
|||
|
|||
// 电影类
|
|||
static class Movie { |
|||
private String title; |
|||
private String rating; |
|||
private String year; |
|||
private String director; |
|||
private String actors; |
|||
private String country; |
|||
private String genre; |
|||
|
|||
public Movie(String title, String rating, String year, String director, String actors, String country, String genre) { |
|||
this.title = title; |
|||
this.rating = rating; |
|||
this.year = year; |
|||
this.director = director; |
|||
this.actors = actors; |
|||
this.country = country; |
|||
this.genre = genre; |
|||
} |
|||
|
|||
public String getTitle() { |
|||
return title; |
|||
} |
|||
|
|||
public String getRating() { |
|||
return rating; |
|||
} |
|||
|
|||
public String getYear() { |
|||
return year; |
|||
} |
|||
|
|||
public String getDirector() { |
|||
return director; |
|||
} |
|||
|
|||
public String getActors() { |
|||
return actors; |
|||
} |
|||
|
|||
public String getCountry() { |
|||
return country; |
|||
} |
|||
|
|||
public String getGenre() { |
|||
return genre; |
|||
} |
|||
} |
|||
} |
|||
|
After Width: | Height: | Size: 57 KiB |
|
@ -0,0 +1,251 @@ |
|||
[{"title":"肖申克的救赎","rating":"9.7","year":"1994","director":"弗兰克·德拉邦特 Frank Darabont","actors":"蒂姆·罗宾斯 Tim Robbins","country":"美国","genre":"犯罪 剧情"}, |
|||
{"title":"霸王别姬","rating":"9.6","year":"1993","director":"陈凯歌 Kaige Chen","actors":"张国荣 Leslie Cheung","country":"中国大陆 中国香港","genre":"剧情 爱情 同性"}, |
|||
{"title":"泰坦尼克号","rating":"9.5","year":"1997","director":"詹姆斯·卡梅隆 James Cameron","actors":"莱昂纳多·迪卡普里奥 Leonardo","country":"美国","genre":"剧情 爱情 灾难"}, |
|||
{"title":"阿甘正传","rating":"9.5","year":"1994","director":"罗伯特·泽米吉斯 Robert Zemeckis","actors":"汤姆·汉克斯 Tom Hanks","country":"美国","genre":"剧情 爱情"}, |
|||
{"title":"千与千寻","rating":"9.4","year":"2001","director":"宫崎骏 Hayao Miyazaki","actors":"柊瑠美 Rumi Hîragi","country":"日本","genre":"剧情 动画 奇幻"}, |
|||
{"title":"美丽人生","rating":"9.5","year":"1997","director":"罗伯托·贝尼尼 Roberto Benigni","actors":"罗伯托·贝尼尼 Roberto Beni","country":"意大利","genre":"剧情 喜剧 爱情 战争"}, |
|||
{"title":"星际穿越","rating":"9.4","year":"2014","director":"克里斯托弗·诺兰 Christopher Nolan","actors":"马修·麦康纳 Matthew Mc","country":"美国 英国 加拿大","genre":"剧情 科幻 冒险"}, |
|||
{"title":"这个杀手不太冷","rating":"9.4","year":"1994","director":"吕克·贝松 Luc Besson","actors":"让·雷诺 Jean Reno","country":"法国 美国","genre":"剧情 动作 犯罪"}, |
|||
{"title":"盗梦空间","rating":"9.4","year":"2010","director":"克里斯托弗·诺兰 Christopher Nolan","actors":"莱昂纳多·迪卡普里奥 Le","country":"美国 英国","genre":"剧情 科幻 悬疑 冒险"}, |
|||
{"title":"楚门的世界","rating":"9.4","year":"1998","director":"彼得·威尔 Peter Weir","actors":"金·凯瑞 Jim Carrey","country":"美国","genre":"剧情 科幻"}, |
|||
{"title":"辛德勒的名单","rating":"9.5","year":"1993","director":"史蒂文·斯皮尔伯格 Steven Spielberg","actors":"连姆·尼森 Liam Neeson","country":"美国","genre":"剧情 历史 战争"}, |
|||
{"title":"忠犬八公的故事","rating":"9.4","year":"2009","director":"莱塞·霍尔斯道姆 Lasse Hallström","actors":"理查·基尔 Richard Ger","country":"美国 英国","genre":"剧情"}, |
|||
{"title":"海上钢琴师","rating":"9.3","year":"1998","director":"朱塞佩·托纳多雷 Giuseppe Tornatore","actors":"蒂姆·罗斯 Tim Roth","country":"意大利","genre":"剧情 音乐"}, |
|||
{"title":"疯狂动物城","rating":"9.3","year":"2016","director":"拜伦·霍华德 Byron Howard","actors":"金妮弗·","country":"美国","genre":"喜剧 动画 冒险"}, |
|||
{"title":"三傻大闹宝莱坞","rating":"9.2","year":"2009","director":"拉库马·希拉尼 Rajkumar Hirani","actors":"阿米尔·汗 Aamir Khan","country":"印度","genre":"剧情 喜剧 爱情 歌舞"}, |
|||
{"title":"机器人总动员","rating":"9.3","year":"2008","director":"安德鲁·斯坦顿 Andrew Stanton","actors":"本·贝尔特 Ben Burtt","country":"美国","genre":"科幻 动画 冒险"}, |
|||
{"title":"放牛班的春天","rating":"9.3","year":"2004","director":"克里斯托夫·巴拉蒂 Christophe Barratier","actors":"让-巴蒂斯特·莫尼","country":"法国 瑞士 德国","genre":"剧情 音乐"}, |
|||
{"title":"无间道","rating":"9.3","year":"2002","director":"刘伟强","actors":"刘德华 Andy Lau","country":"中国香港","genre":"剧情 犯罪 惊悚"}, |
|||
{"title":"控方证人","rating":"9.6","year":"1957","director":"比利·怀尔德 Billy Wilder","actors":"泰隆·鲍华 Tyrone Power","country":"美国","genre":"剧情 犯罪 悬疑 惊悚"}, |
|||
{"title":"寻梦环游记","rating":"9.1","year":"2017","director":"李·昂克里奇 Lee Unkrich","actors":"未知","country":"美国","genre":"喜剧 动画 奇幻 音乐"}, |
|||
{"title":"大话西游之大圣娶亲","rating":"9.2","year":"1995","director":"刘镇伟 Jeffrey Lau","actors":"周星驰 Stephen Chow","country":"中国香港 中国大陆","genre":"喜剧 爱情 奇幻 古装"}, |
|||
{"title":"熔炉","rating":"9.3","year":"2011","director":"黄东赫 Dong-hyuk Hwang","actors":"孔侑 Yoo Gong","country":"韩国","genre":"剧情"}, |
|||
{"title":"触不可及","rating":"9.3","year":"2011","director":"奥利维·那卡什 Olivier Nakache","actors":"未知","country":"法国","genre":"剧情 喜剧"}, |
|||
{"title":"教父","rating":"9.3","year":"1972","director":"弗朗西斯·福特·科波拉 Francis Ford Coppola","actors":"马龙·白兰度 M","country":"美国","genre":"剧情 犯罪"}, |
|||
{"title":"末代皇帝","rating":"9.3","year":"1987","director":"贝纳尔多·贝托鲁奇 Bernardo Bertolucci","actors":"尊龙 John Lone","country":"英国 意大利 中国大陆 法国","genre":"剧情 传记 历史"}, |
|||
{"title":"哈利·波特与魔法石","rating":"9.2","year":"2001","director":"Chris Columbus","actors":"Daniel Radcliffe","country":"美国 英国","genre":"奇幻 冒险"}, |
|||
{"title":"当幸福来敲门","rating":"9.1","year":"2006","director":"加布里尔·穆奇诺 Gabriele Muccino","actors":"威尔·史密斯 Will Smith","country":"美国","genre":"剧情 传记 家庭"}, |
|||
{"title":"龙猫","rating":"9.2","year":"1988","director":"宫崎骏 Hayao Miyazaki","actors":"日高法子 Noriko Hidaka","country":"日本","genre":"动画 奇幻 冒险"}, |
|||
{"title":"活着","rating":"9.3","year":"1994","director":"张艺谋 Yimou Zhang","actors":"葛优 You Ge","country":"中国大陆 中国香港","genre":"剧情 历史 家庭"}, |
|||
{"title":"怦然心动","rating":"9.1","year":"2010","director":"罗伯·莱纳 Rob Reiner","actors":"玛德琳·卡罗尔 Madeline Carroll","country":"美国","genre":"剧情 喜剧 爱情"}, |
|||
{"title":"蝙蝠侠：黑暗骑士","rating":"9.2","year":"2008","director":"克里斯托弗·诺兰 Christopher Nolan","actors":"克里斯蒂安·贝尔 Christ","country":"美国 英国","genre":"剧情 动作 科幻 犯罪 惊悚"}, |
|||
{"title":"指环王3：王者无敌","rating":"9.3","year":"2003","director":"彼得·杰克逊 Peter Jackson","actors":"伊利亚·伍德 Elijah Wood","country":"美国 新西兰","genre":"剧情 动作 奇幻 冒险"}, |
|||
{"title":"我不是药神","rating":"9.0","year":"2018","director":"文牧野 Muye Wen","actors":"徐峥 Zheng Xu","country":"中国大陆","genre":"剧情 喜剧"}, |
|||
{"title":"乱世佳人","rating":"9.3","year":"1939","director":"维克多·弗莱明 Victor Fleming","actors":"费","country":"美国","genre":"剧情 历史 爱情 战争"}, |
|||
{"title":"飞屋环游记","rating":"9.1","year":"2009","director":"彼特·道格特 Pete Docter","actors":"爱德","country":"美国","genre":"剧情 喜剧 动画 冒险"}, |
|||
{"title":"让子弹飞","rating":"9.0","year":"2010","director":"姜文 Wen Jiang","actors":"姜文 Wen Jiang","country":"中国大陆 中国香港","genre":"剧情 喜剧 动作 西部"}, |
|||
{"title":"哈尔的移动城堡","rating":"9.1","year":"2004","director":"宫崎骏 Hayao Miyazaki","actors":"倍赏千惠子 Chieko Baishô","country":"日本","genre":"爱情 动画 奇幻 冒险"}, |
|||
{"title":"十二怒汉","rating":"9.4","year":"1957","director":"西德尼·吕美特 Sidney Lumet","actors":"亨利·方达 Henry Fonda","country":"美国","genre":"剧情"}, |
|||
{"title":"海蒂和爷爷","rating":"9.3","year":"2015","director":"阿兰·葛斯彭纳 Alain Gsponer","actors":"阿努克·斯特芬 Anuk Steffen","country":"德国 瑞士","genre":"剧情 冒险 家庭"}, |
|||
{"title":"素媛","rating":"9.3","year":"2013","director":"李濬益 Jun-ik Lee","actors":"薛景求 Kyung-gu Sol","country":"韩国","genre":"剧情"}, |
|||
{"title":"猫鼠游戏","rating":"9.1","year":"2002","director":"史蒂文·斯皮尔伯格 Steven Spielberg","actors":"莱昂纳多·迪卡普里奥 L","country":"美国 加拿大","genre":"传记 犯罪 剧情"}, |
|||
{"title":"天空之城","rating":"9.2","year":"1986","director":"宫崎骏 Hayao Miyazaki","actors":"田中真弓 Mayumi Tanaka","country":"日本","genre":"动画 奇幻 冒险"}, |
|||
{"title":"鬼子来了","rating":"9.3","year":"2000","director":"姜文 Wen Jiang","actors":"姜文 Wen Jiang","country":"中国大陆","genre":"剧情 喜剧"}, |
|||
{"title":"摔跤吧！爸爸","rating":"9.0","year":"2016","director":"涅提·蒂瓦里 Nitesh Tiwari","actors":"阿米尔·汗 Aamir Khan","country":"印度","genre":"剧情 传记 运动 家庭"}, |
|||
{"title":"少年派的奇幻漂流","rating":"9.1","year":"2012","director":"李安 Ang Lee","actors":"苏拉·沙玛 Suraj Sharma","country":"美国 中国台湾 英国 加拿大","genre":"剧情 奇幻 冒险"}, |
|||
{"title":"钢琴家","rating":"9.3","year":"2002","director":"罗曼·波兰斯基 Roman Polanski","actors":"艾德里安·布洛迪 Adrien Brod","country":"英国 法国 波兰 德国 美国","genre":"剧情 传记 战争 音乐"}, |
|||
{"title":"指环王2：双塔奇兵","rating":"9.2","year":"2002","director":"彼得·杰克逊 Peter Jackson","actors":"伊利亚·伍德 Elijah Wood","country":"美国 新西兰","genre":"剧情 动作 奇幻 冒险"}, |
|||
{"title":"死亡诗社","rating":"9.2","year":"1989","director":"彼得·威尔 Peter Weir","actors":"罗宾·威廉姆斯 Robin Williams","country":"美国","genre":"剧情"}, |
|||
{"title":"大话西游之月光宝盒","rating":"9.0","year":"1995","director":"刘镇伟 Jeffrey Lau","actors":"周星驰 Stephen Chow","country":"中国香港 中国大陆","genre":"喜剧 爱情 奇幻 古装"}, |
|||
{"title":"绿皮书","rating":"8.9","year":"2018","director":"彼得·法雷里 Peter Farrelly","actors":"维果·莫腾森 Viggo Mortensen","country":"美国 中国大陆","genre":"剧情 喜剧 传记 音乐"}, |
|||
{"title":"何以为家","rating":"9.1","year":"2018","director":"娜丁·拉巴基 Nadine Labaki","actors":"扎因·拉费阿 Zain al-Rafeea","country":"黎巴嫩 美国 法国 塞浦路斯 卡塔尔 英国","genre":"剧情"}, |
|||
{"title":"闻香识女人","rating":"9.1","year":"1992","director":"马丁·布莱斯 Martin Brest","actors":"阿尔·帕西诺 Al Pacino","country":"美国","genre":"剧情"}, |
|||
{"title":"大闹天宫","rating":"9.4","year":"1961","director":"万籁鸣 Laiming Wan","actors":"邱岳峰 Yuefeng Qiu","country":"(中国大陆)","genre":"剧情 动画 奇幻 古装"}, |
|||
{"title":"黑客帝国","rating":"9.1","year":"1999","director":"安迪·沃卓斯基 Andy Wachowski","actors":"未知","country":"美国","genre":"动作 科幻"}, |
|||
{"title":"指环王1：护戒使者","rating":"9.1","year":"2001","director":"彼得·杰克逊 Peter Jackson","actors":"伊利亚·伍德 Elijah Wood","country":"新西兰 美国 英国","genre":"剧情 动作 奇幻 冒险"}, |
|||
{"title":"罗马假日","rating":"9.1","year":"1953","director":"威廉·惠勒 William Wyler","actors":"奥黛丽·赫本 Audrey Hepburn","country":"美国","genre":"喜剧 剧情 爱情"}, |
|||
{"title":"教父2","rating":"9.3","year":"1974","director":"弗朗西斯·福特·科波拉 Francis Ford Coppola","actors":"阿尔·帕西诺 A","country":"美国","genre":"剧情 犯罪"}, |
|||
{"title":"狮子王","rating":"9.1","year":"1994","director":"Roger Allers","actors":"乔纳森·泰勒·托马","country":"美国","genre":"动画 冒险 歌舞"}, |
|||
{"title":"天堂电影院","rating":"9.2","year":"1988","director":"朱塞佩·托纳多雷 Giuseppe Tornatore","actors":"菲利普·努瓦雷 Philipp","country":"意大利 法国","genre":"剧情 爱情"}, |
|||
{"title":"饮食男女","rating":"9.2","year":"1994","director":"李安 Ang Lee","actors":"郎雄 Sihung Lung","country":"中国台湾 美国","genre":"剧情 家庭"}, |
|||
{"title":"辩护人","rating":"9.2","year":"2013","director":"杨宇硕 Woo-seok Yang","actors":"宋康昊 Kang-ho Song","country":"韩国","genre":"剧情"}, |
|||
{"title":"本杰明·巴顿奇事","rating":"9.0","year":"2008","director":"大卫·芬奇 David Fincher","actors":"布拉德·皮特 Brad Pitt","country":"美国","genre":"剧情 爱情 奇幻"}, |
|||
{"title":"搏击俱乐部","rating":"9.0","year":"1999","director":"大卫·芬奇 David Fincher","actors":"爱德华·诺顿 Edward Norton","country":"美国","genre":"剧情 动作 悬疑 惊悚"}, |
|||
{"title":"美丽心灵","rating":"9.1","year":"2001","director":"朗·霍华德 Ron Howard","actors":"罗素·克劳 Russell Crowe","country":"美国","genre":"传记 剧情"}, |
|||
{"title":"穿条纹睡衣的男孩","rating":"9.2","year":"2008","director":"马克·赫尔曼 Mark Herman","actors":"阿萨·巴特菲尔德 Asa Butterfield","country":"英国 美国","genre":"剧情 战争"}, |
|||
{"title":"情书","rating":"8.9","year":"1995","director":"岩井俊二 Shunji Iwai","actors":"中山美穗 Miho Nakayama","country":"日本","genre":"剧情 爱情"}, |
|||
{"title":"哈利·波特与死亡圣器(下)","rating":"9.0","year":"2011","director":"大卫·叶茨 David Yates","actors":"丹尼尔·雷德克里夫 Daniel Radcliffe","country":"美国 英国","genre":"奇幻 冒险"}, |
|||
{"title":"两杆大烟枪","rating":"9.1","year":"1998","director":"盖·里奇 Guy Ritchie","actors":"杰森·弗莱明 Jason Flemyng","country":"英国","genre":"剧情 喜剧 犯罪"}, |
|||
{"title":"窃听风暴","rating":"9.2","year":"2006","director":"弗洛里安·亨克尔·冯·多纳斯马尔克 Florian Henckel von Donnersmarck &n... 2006","actors":"未知","country":"德国","genre":"剧情 悬疑"}, |
|||
{"title":"音乐之声","rating":"9.1","year":"1965","director":"罗伯特·怀斯 Robert Wise","actors":"朱莉·安德鲁斯 Julie Andrews","country":"美国","genre":"剧情 传记 爱情 歌舞"}, |
|||
{"title":"功夫","rating":"8.9","year":"2004","director":"周星驰 Stephen Chow","actors":"周星驰 Stephen Chow","country":"中国大陆 中国香港","genre":"动作 喜剧 犯罪 奇幻"}, |
|||
{"title":"哈利·波特与阿兹卡班的囚徒","rating":"9.0","year":"2004","director":"阿方索·卡隆 Alfonso Cuarón","actors":"丹尼尔·雷德克里夫 Daniel Rad","country":"英国 美国","genre":"奇幻 冒险"}, |
|||
{"title":"西西里的美丽传说","rating":"8.9","year":"2000","director":"朱塞佩·托纳多雷 Giuseppe Tornatore","actors":"莫妮卡·贝鲁奇 Monica","country":"意大利 美国","genre":"剧情 战争 情色"}, |
|||
{"title":"阿凡达","rating":"8.8","year":"2009","director":"詹姆斯·卡梅隆 James Cameron","actors":"萨姆·沃辛顿 Sam Worthington","country":"美国","genre":"动作 科幻 冒险"}, |
|||
{"title":"看不见的客人","rating":"8.8","year":"2016","director":"奥里奥尔·保罗 Oriol Paulo","actors":"马里奥·卡萨斯 Mario Casas","country":"西班牙","genre":"剧情 犯罪 悬疑 惊悚"}, |
|||
{"title":"拯救大兵瑞恩","rating":"9.1","year":"1998","director":"史蒂文·斯皮尔伯格 Steven Spielberg","actors":"汤姆·汉克斯 Tom Hanks","country":"美国","genre":"剧情 战争"}, |
|||
{"title":"沉默的羔羊","rating":"8.9","year":"1991","director":"乔纳森·戴米 Jonathan Demme","actors":"朱迪·福斯特 Jodie Foster","country":"美国","genre":"剧情 犯罪 惊悚"}, |
|||
{"title":"小鞋子","rating":"9.2","year":"1997","director":"马基德·马基迪 Majid Majidi","actors":"默罕默德·阿米尔·纳吉 Mohamma","country":"伊朗","genre":"剧情 儿童 家庭"}, |
|||
{"title":"布达佩斯大饭店","rating":"8.9","year":"2014","director":"韦斯·安德森 Wes Anderson","actors":"拉尔夫·费因斯 Ralph Fiennes","country":"美国 德国 英国","genre":"剧情 喜剧 冒险"}, |
|||
{"title":"蝴蝶效应","rating":"8.9","year":"2004","director":"埃里克·布雷斯 Eric Bress","actors":"未知","country":"美国 加拿大","genre":"剧情 悬疑 科幻 惊悚"}, |
|||
{"title":"飞越疯人院","rating":"9.1","year":"1975","director":"米洛斯·福尔曼 Miloš Forman","actors":"杰克·尼科尔森 Jack Nichols","country":"美国","genre":"剧情"}, |
|||
{"title":"禁闭岛","rating":"8.9","year":"2010","director":"Martin Scorsese","actors":"莱昂纳多·迪卡普里奥 Leonardo DiCaprio","country":"美国","genre":"剧情 悬疑 惊悚"}, |
|||
{"title":"还有明天","rating":"9.3","year":"2023","director":"宝拉·柯特莱西 Paola Cortellesi","actors":"宝拉·柯特莱西 Paola Corte","country":"意大利","genre":"剧情 喜剧 历史"}, |
|||
{"title":"心灵捕手","rating":"9.0","year":"1997","director":"格斯·范·桑特 Gus Van Sant","actors":"马特·达蒙 Matt Damon","country":"美国","genre":"剧情"}, |
|||
{"title":"致命魔术","rating":"8.9","year":"2006","director":"克里斯托弗·诺兰 Christopher Nolan","actors":"休·杰克曼 Hugh Jackman","country":"英国 美国","genre":"剧情 悬疑 惊悚"}, |
|||
{"title":"低俗小说","rating":"8.9","year":"1994","director":"昆汀·塔伦蒂诺 Quentin Tarantino","actors":"约翰·特拉沃尔塔 John Tra","country":"美国","genre":"剧情 喜剧 犯罪"}, |
|||
{"title":"超脱","rating":"9.0","year":"2011","director":"托尼·凯耶 Tony Kaye","actors":"艾德里安·布洛迪 Adrien Brody","country":"美国","genre":"剧情"}, |
|||
{"title":"哈利·波特与密室","rating":"8.9","year":"2002","director":"Chris Columbus","actors":"丹尼尔·雷德克里夫 Daniel Radcliffe","country":"英国 美国","genre":"奇幻 冒险"}, |
|||
{"title":"一一","rating":"9.1","year":"2000","director":"杨德昌 Edward Yang","actors":"吴念真","country":"中国台湾 日本","genre":"剧情 爱情 家庭"}, |
|||
{"title":"喜剧之王","rating":"8.8","year":"1999","director":"周星驰 Stephen Chow","actors":"周星驰 Stephen Ch","country":"中国香港","genre":"喜剧 剧情 爱情"}, |
|||
{"title":"摩登时代","rating":"9.3","year":"1936","director":"查理·卓别林 Charles Chaplin","actors":"查理·卓别林 Charles Chaplin","country":"美国","genre":"剧情 喜剧 爱情"}, |
|||
{"title":"杀人回忆","rating":"8.9","year":"2003","director":"奉俊昊 Joon-ho Bong","actors":"宋康昊 Kang-ho Song","country":"韩国","genre":"剧情 动作 犯罪 悬疑 惊悚"}, |
|||
{"title":"致命ID","rating":"8.9","year":"2003","director":"詹姆斯·曼高德 James Mangold","actors":"约翰·库萨克 John Cusack","country":"美国","genre":"剧情 悬疑 惊悚"}, |
|||
{"title":"春光乍泄","rating":"9.0","year":"1997","director":"王家卫 Kar Wai Wong","actors":"张国荣 Leslie Cheung","country":"中国香港 日本 韩国","genre":"剧情 爱情 同性"}, |
|||
{"title":"加勒比海盗","rating":"8.8","year":"2003","director":"戈尔·维宾斯基 Gore Verbinski","actors":"约翰尼·德普 Johnny Depp","country":"美国","genre":"动作 冒险 奇幻"}, |
|||
{"title":"海豚湾","rating":"9.3","year":"2009","director":"路易·西霍尤斯 Louie Psihoyos","actors":"路易·西霍尤斯 Louie Psihoyo","country":"美国","genre":"纪录片"}, |
|||
{"title":"美国往事","rating":"9.1","year":"1984","director":"赛尔乔·莱翁内 Sergio Leone","actors":"罗伯特·德尼罗 Robert De Niro","country":"美国 意大利","genre":"犯罪 剧情"}, |
|||
{"title":"红辣椒","rating":"9.0","year":"2006","director":"今敏 Satoshi Kon","actors":"林原惠美 Megumi Hayashibara","country":"日本","genre":"动画 悬疑 科幻 惊悚"}, |
|||
{"title":"七宗罪","rating":"8.8","year":"1995","director":"大卫·芬奇 David Fincher","actors":"摩根·弗里曼 Morgan Freeman","country":"美国","genre":"剧情 犯罪 悬疑 惊悚"}, |
|||
{"title":"唐伯虎点秋香","rating":"8.8","year":"1993","director":"李力持 Lik-Chi Lee","actors":"周星驰 Stephen Chow","country":"中国香港","genre":"喜剧 爱情 古装"}, |
|||
{"title":"狩猎","rating":"9.1","year":"2012","director":"托马斯·温特伯格 Thomas Vinterberg","actors":"麦斯·米科尔森 Mads Mik","country":"丹麦 瑞典","genre":"剧情"}, |
|||
{"title":"幽灵公主","rating":"8.9","year":"1997","director":"宫崎骏 Hayao Miyazaki","actors":"松田洋治 Yôji Matsuda","country":"日本","genre":"动画 奇幻 冒险"}, |
|||
{"title":"甜蜜蜜","rating":"8.9","year":"1996","director":"陈可辛 Peter Chan","actors":"黎明 Leon Lai","country":"中国香港","genre":"剧情 爱情"}, |
|||
{"title":"寄生虫","rating":"8.8","year":"2019","director":"奉俊昊 Joon-ho Bong","actors":"宋康昊 Kang-ho Song","country":"韩国","genre":"剧情"}, |
|||
{"title":"天书奇谭","rating":"9.2","year":"1983","director":"王树忱 Shuchen Wang","actors":"丁建华 Jianhua Din 1983(中国大陆)","country":"(中国大陆)","genre":"动画 奇幻"}, |
|||
{"title":"蝙蝠侠：黑暗骑士崛起","rating":"8.9","year":"2012","director":"克里斯托弗·诺兰 Christopher Nolan","actors":"克里斯蒂安·贝尔 Christ","country":"美国 英国","genre":"剧情 动作 科幻 犯罪 惊悚"}, |
|||
{"title":"超能陆战队","rating":"8.8","year":"2014","director":"唐·霍尔 Don Hall","actors":"斯科特","country":"美国","genre":"喜剧 动作 科幻 动画 冒险"}, |
|||
{"title":"7号房的礼物","rating":"8.9","year":"2013","director":"李焕庆 Hwan-kyeong Lee","actors":"柳承龙 Seung-yong Ryoo","country":"韩国","genre":"剧情 喜剧 家庭"}, |
|||
{"title":"第六感","rating":"8.9","year":"1999","director":"M·奈特·沙马兰 M. Night Shyamalan","actors":"布鲁斯·威利斯 Bruce Wi","country":"美国","genre":"剧情 悬疑 惊悚"}, |
|||
{"title":"茶馆","rating":"9.5","year":"1982","director":"谢添 Tian Xie","actors":"于是之 Shizhi Yu","country":"(中国大陆)","genre":"剧情 历史"}, |
|||
{"title":"爱在黎明破晓前","rating":"8.8","year":"1995","director":"理查德·林克莱特 Richard Linklater","actors":"伊桑·霍克 Ethan Hawke","country":"美国 奥地利 瑞士","genre":"剧情 爱情"}, |
|||
{"title":"爱在日落黄昏时","rating":"8.9","year":"2004","director":"理查德·林克莱特 Richard Linklater","actors":"伊桑·霍克 Ethan Hawke","country":"美国 法国","genre":"剧情 爱情"}, |
|||
{"title":"被嫌弃的松子的一生","rating":"8.8","year":"2006","director":"中岛哲也 Tetsuya Nakashima","actors":"中谷美纪 Miki Nakatani","country":"日本","genre":"剧情 歌舞"}, |
|||
{"title":"哈利·波特与火焰杯","rating":"8.8","year":"2005","director":"迈克·内威尔 Mike Newell","actors":"丹尼尔·雷德克里夫 Daniel Radclif","country":"英国 美国","genre":"悬疑 奇幻 冒险"}, |
|||
{"title":"头脑特工队","rating":"8.8","year":"2015","director":"彼特·道格特 Pete Docter","actors":"未知","country":"美国","genre":"喜剧 动画 冒险"}, |
|||
{"title":"未麻的部屋","rating":"9.1","year":"1997","director":"今敏 Satoshi Kon","actors":"岩男润子 Junko Iwao","country":"日本","genre":"剧情 犯罪 动画 悬疑 惊悚"}, |
|||
{"title":"重庆森林","rating":"8.8","year":"1994","director":"王家卫 Kar Wai Wong","actors":"林青霞 Brigitte Lin","country":"中国香港","genre":"剧情 爱情"}, |
|||
{"title":"借东西的小人阿莉埃蒂","rating":"8.9","year":"2010","director":"米林宏昌 Hiromasa Yonebayashi","actors":"志田未来 Mirai Shida","country":"日本","genre":"动画 奇幻 冒险"}, |
|||
{"title":"菊次郎的夏天","rating":"8.9","year":"1999","director":"北野武 Takeshi Kitano","actors":"北野武 Takeshi Kitano","country":"日本","genre":"剧情 喜剧"}, |
|||
{"title":"入殓师","rating":"8.9","year":"2008","director":"泷田洋二郎 Yôjirô Takita","actors":"本木雅弘 Masahiro Motoki","country":"日本","genre":"剧情"}, |
|||
{"title":"断背山","rating":"8.8","year":"2005","director":"李安 Ang Lee","actors":"希斯·莱杰 Heath Ledger","country":"美国 加拿大","genre":"剧情 爱情 同性 家庭"}, |
|||
{"title":"剪刀手爱德华","rating":"8.7","year":"1990","director":"蒂姆·波顿 Tim Burton","actors":"约翰尼·德普 Johnny Depp","country":"美国","genre":"剧情 爱情 奇幻"}, |
|||
{"title":"勇敢的心","rating":"8.9","year":"1995","director":"梅尔·吉布森 Mel Gibson","actors":"梅尔·吉布森 Mel Gibson","country":"美国","genre":"动作 传记 剧情 历史 战争"}, |
|||
{"title":"时空恋旅人","rating":"8.8","year":"2013","director":"理查德·柯蒂斯 Richard Curtis","actors":"多姆纳尔·格里森 Domhnall Gl","country":"英国 美国","genre":"喜剧 爱情 奇幻"}, |
|||
{"title":"驯龙高手","rating":"8.8","year":"2010","director":"迪恩·德布洛斯 Dean DeBlois","actors":"未知","country":"美国","genre":"动画 奇幻 冒险"}, |
|||
{"title":"消失的爱人","rating":"8.7","year":"2014","director":"大卫·芬奇 David Fincher","actors":"本·阿弗莱克 Ben Affleck","country":"美国","genre":"剧情 犯罪 悬疑 惊悚"}, |
|||
{"title":"无人知晓","rating":"9.1","year":"2004","director":"是枝裕和 Hirokazu Koreeda","actors":"柳乐优弥 Yûya Yagira","country":"日本","genre":"剧情"}, |
|||
{"title":"倩女幽魂","rating":"8.8","year":"1987","director":"程小东 Siu-Tung Ching","actors":"张国荣 Leslie Cheung","country":"中国香港","genre":"爱情 奇幻 武侠 古装"}, |
|||
{"title":"傲慢与偏见","rating":"8.7","year":"2005","director":"乔·怀特 Joe Wright","actors":"凯拉·奈特莉 Keira Knightley","country":"法国 英国 美国","genre":"剧情 爱情"}, |
|||
{"title":"新世界","rating":"8.9","year":"2013","director":"朴勋政 Hoon-jung Park","actors":"李政宰 Jung-Jae Lee","country":"韩国","genre":"剧情 犯罪"}, |
|||
{"title":"花样年华","rating":"8.8","year":"2000","director":"王家卫 Kar Wai Wong","actors":"张曼玉 Maggie Cheung","country":"中国香港","genre":"剧情 爱情"}, |
|||
{"title":"玩具总动员3","rating":"8.9","year":"2010","director":"李·昂克里奇 Lee Unkrich","actors":"汤姆·汉克斯 Tom Hanks","country":"美国","genre":"喜剧 动画 奇幻 冒险"}, |
|||
{"title":"一个叫欧维的男人决定去死","rating":"8.9","year":"2015","director":"汉内斯·赫尔姆 Hannes Holm","actors":"罗夫·拉斯加德 Rolf Lassgård","country":"瑞典","genre":"剧情"}, |
|||
{"title":"完美的世界","rating":"9.1","year":"1993","director":"克林特·伊斯特伍德 Clint Eastwood","actors":"凯文·科斯特纳 Kevin Cos","country":"美国","genre":"剧情 犯罪"}, |
|||
{"title":"色，戒","rating":"8.7","year":"2007","director":"李安 Ang Lee","actors":"梁朝伟 Tony Leung Chiu Wai","country":"中国台湾 中国大陆 美国 中国香港","genre":"剧情 爱情 情色"}, |
|||
{"title":"阳光灿烂的日子","rating":"8.8","year":"1994","director":"姜文 Wen Jiang","actors":"夏雨 Yu Xia","country":"中国大陆 中国香港","genre":"剧情 爱情"}, |
|||
{"title":"怪兽电力公司","rating":"8.8","year":"2001","director":"彼特·道格特 Pete Docter","actors":"约","country":"美国","genre":"儿童 喜剧 动画 奇幻 冒险"}, |
|||
{"title":"小森林 夏秋篇","rating":"9.0","year":"2014","director":"森淳一 Junichi Mori","actors":"桥本爱 Ai Hashimoto","country":"日本","genre":"剧情"}, |
|||
{"title":"天使爱美丽","rating":"8.7","year":"2001","director":"让-皮埃尔·热内 Jean-Pierre Jeunet","actors":"奥黛丽·塔图 Audrey Tau","country":"法国 德国","genre":"剧情 喜剧 爱情"}, |
|||
{"title":"教父3","rating":"9.0","year":"1990","director":"弗朗西斯·福特·科波拉 Francis Ford Coppola","actors":"阿尔·帕西诺 A","country":"美国","genre":"剧情 犯罪"}, |
|||
{"title":"侧耳倾听","rating":"8.9","year":"1995","director":"近藤喜文 Yoshifumi Kondo","actors":"本名阳子 Youko Honna","country":"日本","genre":"剧情 爱情 动画"}, |
|||
{"title":"哪吒闹海","rating":"9.2","year":"1979","director":"王树忱 Shuchen Wang","actors":"梁正晖 Zhenghui","country":"中国大陆","genre":"冒险 动画 奇幻"}, |
|||
{"title":"九品芝麻官","rating":"8.8","year":"1994","director":"王晶 Jing Wong","actors":"周星驰 Stephen Chow","country":"中国香港","genre":"剧情 喜剧 古装"}, |
|||
{"title":"被解救的姜戈","rating":"8.8","year":"2012","director":"昆汀·塔伦蒂诺 Quentin Tarantino","actors":"杰米·福克斯 Jamie Foxx","country":"美国","genre":"剧情 动作 西部 冒险"}, |
|||
{"title":"请以你的名字呼唤我","rating":"8.8","year":"2017","director":"卢卡·瓜达尼诺 Luca Guadagnino","actors":"艾米·汉莫 Armie Hammer","country":"意大利 法国 巴西 美国","genre":"剧情 爱情 同性"}, |
|||
{"title":"幸福终点站","rating":"8.8","year":"2004","director":"史蒂文·斯皮尔伯格 Steven Spielberg","actors":"汤姆·汉克斯 Tom Hanks","country":"美国","genre":"喜剧 剧情 爱情"}, |
|||
{"title":"釜山行","rating":"8.6","year":"2016","director":"延尚昊 Sang-ho Yeon","actors":"孔刘 Yoo Gong","country":"韩国","genre":"动作 惊悚 灾难"}, |
|||
{"title":"神偷奶爸","rating":"8.7","year":"2010","director":"皮艾尔·柯芬 Pierre Coffin","actors":"未知","country":"美国 法国","genre":"喜剧 动画 冒险"}, |
|||
{"title":"小森林 冬春篇","rating":"9.0","year":"2015","director":"森淳一 Junichi Mori","actors":"桥本爱 Ai Hashimoto","country":"日本","genre":"剧情"}, |
|||
{"title":"喜宴","rating":"9.0","year":"1993","director":"李安 Ang Lee","actors":"赵文瑄 Winston Chao","country":"中国台湾 美国","genre":"剧情 喜剧 爱情 同性 家庭"}, |
|||
{"title":"萤火之森","rating":"8.8","year":"2011","director":"大森贵弘 Takahiro Omori","actors":"佐仓绫音 Ayane Sakura","country":"日本","genre":"剧情 爱情 动画 奇幻"}, |
|||
{"title":"告白","rating":"8.8","year":"2010","director":"中岛哲也 Tetsuya Nakashima","actors":"松隆子 Takako Matsu","country":"日本","genre":"剧情 悬疑"}, |
|||
{"title":"玛丽和麦克斯","rating":"9.0","year":"2009","director":"亚当·艾略特 Adam Elliot","actors":"托妮·科莱特 Toni Collette","country":"澳大利亚 美国","genre":"剧情 喜剧 动画"}, |
|||
{"title":"七武士","rating":"9.3","year":"1954","director":"黑泽明 Akira Kurosawa","actors":"三船敏郎 Toshirô Mifune","country":"日本","genre":"动作 冒险 剧情"}, |
|||
{"title":"头号玩家","rating":"8.6","year":"2018","director":"史蒂文·斯皮尔伯格 Steven Spielberg","actors":"泰伊·谢里丹 Tye Sheri","country":"美国","genre":"动作 科幻 冒险"}, |
|||
{"title":"模仿游戏","rating":"8.8","year":"2014","director":"莫滕·泰杜姆 Morten Tyldum","actors":"本尼迪克特·康伯巴奇 Benedict C","country":"英国 美国","genre":"剧情 传记 战争 同性"}, |
|||
{"title":"惊魂记","rating":"9.0","year":"1960","director":"阿尔弗雷德·希区柯克 Alfred Hitchcock","actors":"安东尼·博金斯 Antho","country":"美国","genre":"悬疑 惊悚 恐怖"}, |
|||
{"title":"大鱼","rating":"8.8","year":"2003","director":"蒂姆·波顿 Tim Burton","actors":"伊万·麦克格雷格 Ewan McGregor","country":"美国","genre":"剧情 爱情 奇幻 冒险"}, |
|||
{"title":"心灵奇旅","rating":"8.7","year":"2020","director":"彼特·道格特 Pete Docter","actors":"杰米·","country":"美国","genre":"动画 奇幻 音乐"}, |
|||
{"title":"射雕英雄传之东成西就","rating":"8.7","year":"1993","director":"刘镇伟 Jeffrey Lau","actors":"梁朝伟 Tony Leung Chiu Wai","country":"中国香港","genre":"喜剧 奇幻 武侠 古装"}, |
|||
{"title":"血战钢锯岭","rating":"8.7","year":"2016","director":"梅尔·吉布森 Mel Gibson","actors":"安德鲁·加菲尔德 Andrew Garfield","country":"澳大利亚 美国","genre":"剧情 传记 历史 战争"}, |
|||
{"title":"背靠背，脸对脸","rating":"9.5","year":"1994","director":"黄建新 Jianxin Huang","actors":"牛振华 Zhenhua N","country":"中国大陆 中国香港","genre":"剧情"}, |
|||
{"title":"机器人之梦","rating":"9.1","year":"2023","director":"巴勃罗·贝格尔 Pablo Berger","actors":"伊万·拉班达 Ivan Labanda","country":"西班牙 法国","genre":"剧情 动画 音乐"}, |
|||
{"title":"你的名字。","rating":"8.5","year":"2016","director":"新海诚 Makoto Shinkai","actors":"神木隆之介 Ryûnosuke Kamiki","country":"日本","genre":"剧情 爱情 动画"}, |
|||
{"title":"我是山姆","rating":"9.0","year":"2001","director":"杰茜·尼尔森 Jessie Nelson","actors":"Sean Penn","country":"美国","genre":"剧情 家庭"}, |
|||
{"title":"阳光姐妹淘","rating":"8.8","year":"2011","director":"姜炯哲 Hyeong-Cheol Kang","actors":"沈恩京 Eun-kyung Shim","country":"韩国","genre":"剧情 喜剧"}, |
|||
{"title":"恐怖直播","rating":"8.7","year":"2013","director":"金秉祐 Byeong-woo Kim","actors":"河正宇 Jung-woo Ha","country":"韩国","genre":"剧情 犯罪 悬疑"}, |
|||
{"title":"黑客帝国3：矩阵革命","rating":"8.8","year":"2003","director":"拉娜·沃卓斯基 Lana Wachowski","actors":"未知","country":"美国","genre":"动作 科幻"}, |
|||
{"title":"末路狂花","rating":"9.0","year":"1991","director":"雷德利·斯科特 Ridley Scott","actors":"吉娜·戴维斯 Geena Davis","country":"美国 英国 法国","genre":"犯罪 剧情 惊悚"}, |
|||
{"title":"小丑","rating":"8.7","year":"2019","director":"托德·菲利普斯 Todd Phillips","actors":"杰昆·菲尼克斯 Joaquin Phoeni","country":"美国 加拿大","genre":"剧情 犯罪 惊悚"}, |
|||
{"title":"三块广告牌","rating":"8.7","year":"2017","director":"马丁·麦克唐纳 Martin McDonagh","actors":"弗兰西斯·麦克多蒙德 France","country":"英国 美国","genre":"剧情 犯罪"}, |
|||
{"title":"谍影重重3","rating":"8.9","year":"2007","director":"保罗·格林格拉斯 Paul Greengrass","actors":"马特·达蒙 Matt Damon","country":"美国 德国 法国 英国","genre":"动作 悬疑 惊悚"}, |
|||
{"title":"电锯惊魂","rating":"8.7","year":"2004","director":"詹姆斯·温 James Wan","actors":"雷·沃纳尔 Leigh Whannell","country":"美国","genre":"悬疑 惊悚 恐怖"}, |
|||
{"title":"高山下的花环","rating":"9.5","year":"1984","director":"谢晋 Jin Xie","actors":"吕晓禾 Xiaohe Lü","country":"(中国大陆)","genre":"剧情 战争"}, |
|||
{"title":"无间道2","rating":"8.8","year":"2003","director":"刘伟强 Andrew Lau","actors":"陈冠希 Edison Chen","country":"中国香港","genre":"剧情 犯罪 惊悚"}, |
|||
{"title":"达拉斯买家俱乐部","rating":"8.8","year":"2013","director":"让-马克·瓦雷 Jean-Marc Vallée","actors":"马修·麦康纳 Matthew McCon","country":"美国","genre":"剧情 传记 同性"}, |
|||
{"title":"疯狂原始人","rating":"8.7","year":"2013","director":"科克·德·米科 Kirk De Micco","actors":"未知","country":"美国","genre":"喜剧 动画 冒险"}, |
|||
{"title":"绿里奇迹","rating":"8.9","year":"1999","director":"弗兰克·德拉邦特 Frank Darabont","actors":"汤姆·汉克斯 Tom Hanks","country":"美国","genre":"犯罪 剧情 奇幻 悬疑"}, |
|||
{"title":"爱在午夜降临前","rating":"8.9","year":"2013","director":"理查德·林克莱特 Richard Linklater","actors":"伊桑·霍克 Ethan Hawke","country":"美国 希腊","genre":"剧情 爱情"}, |
|||
{"title":"疯狂的石头","rating":"8.6","year":"2006","director":"宁浩 Hao Ning","actors":"郭涛 Tao Guo","country":"中国大陆 中国香港","genre":"喜剧 犯罪"}, |
|||
{"title":"雨中曲","rating":"9.1","year":"1952","director":"斯坦利·多南 Stanley Donen","actors":"吉恩·","country":"美国","genre":"喜剧 歌舞 爱情"}, |
|||
{"title":"2001太空漫游","rating":"8.9","year":"1968","director":"斯坦利·库布里克 Stanley Kubrick","actors":"凯尔·杜拉 Keir Dullea","country":"英国 美国","genre":"科幻 惊悚 冒险"}, |
|||
{"title":"海街日记","rating":"8.8","year":"2015","director":"是枝裕和 Hirokazu Koreeda","actors":"绫濑遥 Haruka Ayase","country":"日本","genre":"剧情 家庭"}, |
|||
{"title":"风之谷","rating":"8.9","year":"1984","director":"宫崎骏 Hayao Miyazaki","actors":"岛本须美 Sumi Shimamoto","country":"日本","genre":"动画 奇幻 冒险"}, |
|||
{"title":"上帝之城","rating":"9.0","year":"2002","director":"费尔南多·梅里尔斯 Fernando Meirelles","actors":"未知","country":"巴西 法国","genre":"犯罪 剧情"}, |
|||
{"title":"心迷宫","rating":"8.7","year":"2014","director":"忻钰坤 Yukun Xin","actors":"霍卫民 Weimin Huo","country":"中国大陆","genre":"剧情 犯罪 悬疑"}, |
|||
{"title":"英雄本色","rating":"8.6","year":"1986","director":"吴宇森 John Woo","actors":"周润发 Yun-Fat Chow","country":"中国香港","genre":"剧情 动作 犯罪"}, |
|||
{"title":"记忆碎片","rating":"8.7","year":"2000","director":"克里斯托弗·诺兰 Christopher Nolan","actors":"盖·皮尔斯 Guy Pearce","country":"美国","genre":"犯罪 剧情 悬疑 惊悚"}, |
|||
{"title":"纵横四海","rating":"8.8","year":"1991","director":"吴宇森 John Woo","actors":"周润发 Yun-Fat Chow","country":"中国香港","genre":"剧情 喜剧 动作 犯罪"}, |
|||
{"title":"无敌破坏王","rating":"8.7","year":"2012","director":"瑞奇·莫尔 Rich Moore","actors":"约翰·C·赖利 John C. Reilly","country":"美国","genre":"喜剧 动画 奇幻 冒险"}, |
|||
{"title":"卢旺达饭店","rating":"8.9","year":"2004","director":"特瑞·乔治 Terry George","actors":"唐·钱德尔 Don Cheadle","country":"英国 南非 意大利 美国","genre":"剧情 传记 历史 战争"}, |
|||
{"title":"东京教父","rating":"9.0","year":"2003","director":"今敏 Satoshi Kon","actors":"江守彻 Toru Emori","country":"日本","genre":"剧情 喜剧 动画"}, |
|||
{"title":"小偷家族","rating":"8.7","year":"2018","director":"是枝裕和 Hirokazu Koreeda","actors":"中川雅也 Lily Franky","country":"日本","genre":"剧情 犯罪 家庭"}, |
|||
{"title":"恐怖游轮","rating":"8.5","year":"2009","director":"克里斯托弗·史密斯 Christopher Smith","actors":"梅利莎·乔治 Melissa","country":"英国 澳大利亚","genre":"科幻 悬疑 奇幻 惊悚"}, |
|||
{"title":"牯岭街少年杀人事件","rating":"8.9","year":"1991","director":"杨德昌 Edward Yang","actors":"张震 Chen Chang","country":"中国台湾","genre":"剧情 犯罪"}, |
|||
{"title":"冰川时代","rating":"8.7","year":"2002","director":"卡洛斯·沙尔丹哈 Carlos Saldanha","actors":"未知","country":"美国","genre":"喜剧 动画 冒险"}, |
|||
{"title":"魔女宅急便","rating":"8.7","year":"1989","director":"宫崎骏 Hayao Miyazaki","actors":"高山南 Minami Takayama","country":"日本","genre":"动画 奇幻 冒险"}, |
|||
{"title":"芙蓉镇","rating":"9.3","year":"1987","director":"谢晋 Jin Xie","actors":"刘晓庆 Xiaoqing Liu","country":"中国大陆","genre":"剧情 爱情"}, |
|||
{"title":"忠犬八公物语","rating":"9.2","year":"1987","director":"神山征二郎 Seijirô Kôyama","actors":"仲代达矢 Tatsuya Nakadai","country":"日本","genre":"剧情"}, |
|||
{"title":"岁月神偷","rating":"8.7","year":"2010","director":"罗启锐 Alex Law","actors":"吴君如 Sandra Ng","country":"中国香港 中国大陆","genre":"剧情 家庭"}, |
|||
{"title":"遗愿清单","rating":"8.7","year":"2007","director":"罗伯·莱纳 Rob Reiner","actors":"杰克·尼科尔森 Jack Nicholson","country":"美国","genre":"冒险 喜剧 剧情"}, |
|||
{"title":"荒蛮故事","rating":"8.7","year":"2014","director":"达米安·斯兹弗隆 Damián Szifron","actors":"达里奥·葛兰帝内提 Darío","country":"阿根廷 西班牙","genre":"剧情 喜剧 犯罪"}, |
|||
{"title":"大佛普拉斯","rating":"8.7","year":"2017","director":"黄信尧 Hsin-yao Huang","actors":"庄益增 Yizeng Zhuang","country":"中国台湾","genre":"剧情 喜剧"}, |
|||
{"title":"源代码","rating":"8.6","year":"2011","director":"邓肯·琼斯 Duncan Jones","actors":"杰克·吉伦哈尔 Jake Gyllenhaal","country":"美国 加拿大","genre":"科幻 悬疑 惊悚"}, |
|||
{"title":"花束般的恋爱","rating":"8.6","year":"2021","director":"土井裕泰 Nobuhiro Doi","actors":"菅田将晖 Masaki Suda","country":"日本","genre":"剧情 爱情"}, |
|||
{"title":"白日梦想家","rating":"8.6","year":"2013","director":"本·斯蒂勒 Ben Stiller","actors":"本·斯蒂勒 Ben Stiller","country":"美国 英国","genre":"剧情 喜剧 冒险"}, |
|||
{"title":"疯狂的麦克斯4：狂暴之路","rating":"8.7","year":"2015","director":"乔治·米勒 George Miller","actors":"汤姆·哈迪 Tom Hardy","country":"澳大利亚 美国","genre":"动作 科幻 冒险"}, |
|||
{"title":"可可西里","rating":"8.9","year":"2004","director":"陆川 Chuan Lu","actors":"多布杰 Duobujie","country":"中国大陆 中国香港","genre":"剧情 犯罪"}, |
|||
{"title":"你看起来好像很好吃","rating":"8.9","year":"2010","director":"藤森雅也 Masaya Fujimori","actors":"山口胜平 Kappei Yamaguchi","country":"日本","genre":"剧情 动画 儿童"}, |
|||
{"title":"爱乐之城","rating":"8.4","year":"2016","director":"达米恩·查泽雷 Damien Chazelle","actors":"瑞恩·高斯林 Ryan Gosling","country":"美国","genre":"剧情 爱情 歌舞"}, |
|||
{"title":"贫民窟的百万富翁","rating":"8.6","year":"2008","director":"丹尼·鲍尔 Danny Boyle","actors":"戴夫","country":"英国","genre":"剧情 爱情"}, |
|||
{"title":"波西米亚狂想曲","rating":"8.6","year":"2018","director":"布莱恩·辛格 Bryan Singer","actors":"拉米·马雷克 Rami Malek","country":"英国 美国","genre":"剧情 传记 同性 音乐"}, |
|||
{"title":"城市之光","rating":"9.3","year":"1931","director":"查理·卓别林 Charles Chaplin","actors":"查理·卓别林 Charles Chaplin","country":"美国","genre":"喜剧 剧情 爱情"}, |
|||
{"title":"爆裂鼓手","rating":"8.6","year":"2014","director":"达米恩·查泽雷 Damien Chazelle","actors":"迈尔斯·特勒 Miles Teller","country":"美国","genre":"剧情 音乐"}, |
|||
{"title":"青蛇","rating":"8.6","year":"1993","director":"徐克 Hark Tsui","actors":"张曼玉 Maggie Cheung","country":"中国香港 中国大陆","genre":"剧情 爱情 奇幻 古装"}, |
|||
{"title":"东邪西毒","rating":"8.6","year":"1994","director":"王家卫 Kar Wai Wong","actors":"张国荣 Leslie Cheung","country":"中国香港 中国台湾","genre":"剧情 动作 爱情 武侠 古装"}, |
|||
{"title":"哈利·波特与死亡圣器(上)","rating":"8.6","year":"2010","director":"大卫·叶茨 David Yates","actors":"丹尼尔·雷德克里夫 Daniel Radcliffe","country":"英国 美国","genre":"奇幻 冒险"}, |
|||
{"title":"无耻混蛋","rating":"8.7","year":"2009","director":"昆汀·塔伦蒂诺 Quentin Tarantino","actors":"布拉德·皮特 Brad Pitt","country":"德国 美国","genre":"剧情 犯罪"}, |
|||
{"title":"终结者2：审判日","rating":"8.8","year":"1991","director":"詹姆斯·卡梅隆 James Cameron","actors":"阿诺·施瓦辛格 Arnold Schwarz","country":"美国 法国","genre":"动作 科幻"}, |
|||
{"title":"大红灯笼高高挂","rating":"8.8","year":"1991","director":"张艺谋 Yimou Zhang","actors":"巩俐 Li Gong","country":"中国大陆 中国香港 中国台湾","genre":"剧情"}, |
|||
{"title":"黑天鹅","rating":"8.6","year":"2010","director":"达伦·阿罗诺夫斯基 Darren Aronofsky","actors":"娜塔莉·波特曼 Natalie","country":"美国","genre":"剧情 惊悚"}, |
|||
{"title":"新龙门客栈","rating":"8.7","year":"1992","director":"李惠民 Raymond Lee","actors":"张曼玉 Maggie Cheung","country":"中国香港 中国大陆","genre":"动作 爱情 武侠 古装"}, |
|||
{"title":"初恋这件小事","rating":"8.5","year":"2010","director":"普特鹏·普罗萨卡·那·萨克那卡林 Puttipong Promsaka Na Sakolnakorn","actors":"未知","country":"泰国","genre":"剧情 喜剧 爱情"}, |
|||
{"title":"人工智能","rating":"8.7","year":"2001","director":"史蒂文·斯皮尔伯格 Steven Spielberg","actors":"海利·乔·奥斯蒙 Haley","country":"美国","genre":"剧情 科幻"}, |
|||
{"title":"千钧一发","rating":"8.8","year":"1997","director":"安德鲁·尼科尔 Andrew Niccol","actors":"伊桑·霍克 Ethan Hawke","country":"美国","genre":"剧情 科幻 惊悚"}, |
|||
{"title":"崖上的波妞","rating":"8.6","year":"2008","director":"宫崎骏 Hayao Miyazaki","actors":"奈良柚莉爱 Yuria Nara","country":"日本","genre":"动画 奇幻 冒险"}, |
|||
{"title":"雨人","rating":"8.7","year":"1988","director":"巴瑞·莱文森 Barry Levinson","actors":"达斯汀·霍夫曼 Dustin Hoffman","country":"美国","genre":"剧情"}, |
|||
{"title":"虎口脱险","rating":"8.9","year":"1966","director":"杰拉尔·乌里 Gérard Oury","actors":"路易·德·菲耐斯 Louis de Funès","country":"法国 英国","genre":"喜剧 战争"}, |
|||
{"title":"哈利·波特与凤凰社","rating":"8.6","year":"2007","director":"大卫·叶茨 David Yates","actors":"丹尼尔·雷德克里夫 Daniel Radcliffe","country":"英国 美国","genre":"奇幻 冒险"}, |
|||
{"title":"彗星来的那一夜","rating":"8.6","year":"2013","director":"詹姆斯·沃德·布柯特 James Ward Byrkit","actors":"艾米丽·芭尔多尼 Em","country":"美国 英国","genre":"科幻 悬疑 惊悚"}, |
|||
{"title":"罗生门","rating":"8.8","year":"1950","director":"黑泽明 Akira Kurosawa","actors":"三船敏郎 Toshirô Mifune","country":"日本","genre":"剧情 犯罪 悬疑"}, |
|||
{"title":"海边的曼彻斯特","rating":"8.6","year":"2016","director":"肯尼斯·罗纳根 Kenneth Lonergan","actors":"卡西·阿弗莱克 Casey Affle","country":"美国","genre":"剧情 家庭"}, |
|||
{"title":"恋恋笔记本","rating":"8.5","year":"2004","director":"尼克·卡索维茨 Nick Cassavetes","actors":"瑞恩·高斯林 Ryan Gosling","country":"美国","genre":"剧情 爱情"}, |
|||
{"title":"真爱至上","rating":"8.5","year":"2003","director":"理查德·柯蒂斯 Richard Curtis","actors":"休·格兰特 Hugh Grant","country":"英国 美国 法国","genre":"喜剧 剧情 爱情"}, |
|||
{"title":"火星救援","rating":"8.5","year":"2015","director":"雷德利·斯科特 Ridley Scott","actors":"马特·达蒙 Matt Damon","country":"英国 美国 匈牙利 约旦","genre":"剧情 科幻 冒险"}, |
|||
{"title":"黑客帝国2：重装上阵","rating":"8.7","year":"2003","director":"拉娜·沃卓斯基 Lana Wachowski","actors":"未知","country":"美国","genre":"动作 科幻"}, |
|||
{"title":"步履不停","rating":"8.8","year":"2008","director":"是枝裕和 Hirokazu Koreeda","actors":"阿部宽 Hiroshi Abe","country":"日本","genre":"剧情 家庭"}, |
|||
{"title":"冰雪奇缘","rating":"8.5","year":"2013","director":"克里斯·巴克 Chris Buck","actors":"克里斯汀","country":"美国","genre":"喜剧 动画 奇幻 歌舞"}, |
|||
{"title":"奇迹男孩","rating":"8.6","year":"2017","director":"斯蒂芬·卓博斯基 Stephen Chbosky","actors":"雅各布·特伦布莱 Jacob Tr","country":"美国 中国香港","genre":"剧情 儿童 家庭"}, |
|||
{"title":"千年女优","rating":"8.8","year":"2001","director":"今敏 Satoshi Kon","actors":"庄司美代子 Miyoko Shôji","country":"日本","genre":"动画 剧情 爱情"}, |
|||
{"title":"战争之王","rating":"8.7","year":"2005","director":"安德鲁·尼科尔 Andrew Niccol","actors":"尼古拉斯·凯奇 Nicolas Cage","country":"美国 德国","genre":"剧情 犯罪"}, |
|||
{"title":"谍影重重2","rating":"8.7","year":"2004","director":"保罗·格林格拉斯 Paul Greengrass","actors":"马特·达蒙 Matt Damon","country":"美国 德国","genre":"动作 悬疑 惊悚"}, |
|||
{"title":"蜘蛛侠：平行宇宙","rating":"8.6","year":"2018","director":"鲍勃·佩尔西凯蒂 Bob Persichetti","actors":"未知","country":"美国","genre":"动作 科幻 动画 冒险"}, |
|||
{"title":"攻壳机动队","rating":"9.0","year":"1995","director":"押井守 Mamoru Oshii","actors":"田中敦子 Atsuko Tanaka","country":"日本","genre":"动作 科幻 动画"}, |
|||
{"title":"血钻","rating":"8.7","year":"2006","director":"爱德华·兹威克 Edward Zwick","actors":"莱昂纳多·迪卡普里奥 Leonardo","country":"美国 德国 英国","genre":"剧情 惊悚 冒险"}, |
|||
{"title":"小姐","rating":"8.5","year":"2016","director":"朴赞郁 Chan-wook Park","actors":"金敏喜 Min-hee Kim","country":"韩国","genre":"剧情 悬疑 情色 同性"}, |
|||
{"title":"隐藏人物","rating":"8.9","year":"2016","director":"特奥多尔·梅尔菲 Theodore Melfi","actors":"塔拉吉·P·汉森 Taraji P.","country":"美国","genre":"剧情 传记 历史"}, |
|||
{"title":"魂断蓝桥","rating":"8.8","year":"1940","director":"茂文·勒鲁瓦 Mervyn LeRoy","actors":"费雯·丽 Vivien Leigh","country":"美国","genre":"剧情 爱情 战争"}, |
|||
{"title":"血观音","rating":"8.6","year":"2017","director":"杨雅喆 Ya-che Yang","actors":"惠英红 Kara Wai Ying Hung","country":"中国台湾","genre":"剧情 悬疑"}, |
|||
{"title":"房间","rating":"8.7","year":"2015","director":"伦尼·阿伯拉罕森 Lenny Abrahamson","actors":"布丽·拉尔森 Brie Larson","country":"爱尔兰 加拿大 英国 美国","genre":"剧情 家庭"} |
|||
] |
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=== 数据分析结果 === |
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|
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1. 评分分布： |
|||
评分 8.4: 1部 |
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评分 8.5: 8部 |
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评分 8.6: 21部 |
|||
评分 8.7: 34部 |
|||
评分 8.8: 41部 |
|||
评分 8.9: 38部 |
|||
评分 9.0: 23部 |
|||
评分 9.1: 26部 |
|||
评分 9.2: 17部 |
|||
评分 9.3: 23部 |
|||
评分 9.4: 8部 |
|||
评分 9.5: 7部 |
|||
评分 9.6: 2部 |
|||
评分 9.7: 1部 |
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|
|||
2. 年份与评分统计： |
|||
年份 1931: 平均评分 9.30 |
|||
年份 1936: 平均评分 9.30 |
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年份 1939: 平均评分 9.30 |
|||
年份 1940: 平均评分 8.80 |
|||
年份 1950: 平均评分 8.80 |
|||
年份 1952: 平均评分 9.10 |
|||
年份 1953: 平均评分 9.10 |
|||
年份 1954: 平均评分 9.30 |
|||
年份 1957: 平均评分 9.50 |
|||
年份 1960: 平均评分 9.00 |
|||
年份 1961: 平均评分 9.40 |
|||
年份 1965: 平均评分 9.10 |
|||
年份 1966: 平均评分 8.90 |
|||
年份 1968: 平均评分 8.90 |
|||
年份 1972: 平均评分 9.30 |
|||
年份 1974: 平均评分 9.30 |
|||
年份 1975: 平均评分 9.10 |
|||
年份 1979: 平均评分 9.20 |
|||
年份 1982: 平均评分 9.50 |
|||
年份 1983: 平均评分 9.20 |
|||
年份 1984: 平均评分 9.17 |
|||
年份 1986: 平均评分 8.90 |
|||
年份 1987: 平均评分 9.15 |
|||
年份 1988: 平均评分 9.03 |
|||
年份 1989: 平均评分 8.95 |
|||
年份 1990: 平均评分 8.85 |
|||
年份 1991: 平均评分 8.87 |
|||
年份 1992: 平均评分 8.90 |
|||
年份 1993: 平均评分 9.04 |
|||
年份 1994: 平均评分 9.13 |
|||
年份 1995: 平均评分 8.94 |
|||
年份 1996: 平均评分 8.90 |
|||
年份 1997: 平均评分 9.13 |
|||
年份 1998: 平均评分 9.23 |
|||
年份 1999: 平均评分 8.93 |
|||
年份 2000: 平均评分 8.96 |
|||
年份 2001: 平均评分 8.98 |
|||
年份 2002: 平均评分 9.07 |
|||
年份 2003: 平均评分 8.85 |
|||
年份 2004: 平均评分 8.90 |
|||
年份 2005: 平均评分 8.75 |
|||
年份 2006: 平均评分 8.90 |
|||
年份 2007: 平均评分 8.73 |
|||
年份 2008: 平均评分 8.95 |
|||
年份 2009: 平均评分 9.00 |
|||
年份 2010: 平均评分 8.84 |
|||
年份 2011: 平均评分 8.97 |
|||
年份 2012: 平均评分 8.92 |
|||
年份 2013: 平均评分 8.83 |
|||
年份 2014: 平均评分 8.84 |
|||
年份 2015: 平均评分 8.84 |
|||
年份 2016: 平均评分 8.73 |
|||
年份 2017: 平均评分 8.75 |
|||
年份 2018: 平均评分 8.79 |
|||
年份 2019: 平均评分 8.75 |
|||
年份 2020: 平均评分 8.70 |
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年份 2021: 平均评分 8.60 |
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年份 2023: 平均评分 9.20 |
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3. 导演作品数排行： |
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宫崎骏 Hayao Miyazaki: 8部 |
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克里斯托弗·诺兰 Christopher Nolan: 6部 |
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史蒂文·斯皮尔伯格 Steven Spielberg: 6部 |
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李安 Ang Lee: 5部 |
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彼特·道格特 Pete Docter: 4部 |
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今敏 Satoshi Kon: 4部 |
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大卫·芬奇 David Fincher: 4部 |
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是枝裕和 Hirokazu Koreeda: 4部 |
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王家卫 Kar Wai Wong: 4部 |
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朱塞佩·托纳多雷 Giuseppe Tornatore: 3部 |
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4. 国家/地区分布： |
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美国: 80部 |
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日本: 33部 |
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中国香港: 12部 |
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英国 美国: 12部 |
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韩国: 11部 |
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中国大陆 中国香港: 8部 |
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美国 英国: 8部 |
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中国大陆: 5部 |
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美国 加拿大: 5部 |
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中国香港 中国大陆: 5部 |
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5. 类型分布： |
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剧情: 186部 |
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爱情: 55部 |
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喜剧: 53部 |
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冒险: 50部 |
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奇幻: 44部 |
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犯罪: 41部 |
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动画: 40部 |
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惊悚: 33部 |
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悬疑: 31部 |
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动作: 31部 |
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=== 电影Top10 === |
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电影名 评分 年份 导演 主演 |
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国家 类型 |
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肖申克的救赎 9.7 1994 弗兰克·德拉邦特 Frank Da... 蒂姆·罗宾斯 Tim Robbins 美国 犯罪 剧情 |
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霸王别姬 9.6 1993 陈凯歌 Kaige Chen 张国荣 Leslie Cheung |
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中国大陆 中国香港 剧情 爱情 同性 |
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泰坦尼克号 9.5 1997 詹姆斯·卡梅隆 James Cam... 莱昂纳多·迪卡普里奥 Leonardo 美国 剧情 爱情 灾难 |
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阿甘正传 9.5 1994 罗伯特·泽米吉斯 Robert Z... 汤姆·汉克斯 Tom Hanks 美国 剧情 爱情 |
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千与千寻 9.4 2001 宫崎骏 Hayao Miyazaki 柊瑠美 Rumi H?ragi |
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日本 剧情 动画 奇幻 |
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美丽人生 9.5 1997 罗伯托·贝尼尼 Roberto B... 罗伯托 美国 英国 加拿大 剧情 科幻 冒险 |
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这个杀手不太冷 9.4 1994 吕克·贝松 Luc Besson 让·雷诺 Jean Reno 法国 美国 剧情 动作 犯罪 |
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盗梦空间 9.4 2010 克里斯托弗·诺兰 Christop... 莱昂 纳多·迪卡普里奥 Le 美国 英国 剧情 科幻 悬疑 冒险 |
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楚门的世界 9.4 1998 彼得·威尔 Peter Weir 金·凯瑞 Jim Carrey 美国 剧情 科幻 |
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