上传文件至 'project/src'

project/src/AnalyzeCommand.java

@@ -0,0 +1,23 @@
+package com.example.crawler.command;
+import com.example.crawler.controller.MuseumController;
+import com.example.crawler.model.Museum;
+import java.util.List;
+import java.util.Map;
+public class AnalyzeCommand implements Command {
+    private final MuseumController controller;
+    private final List<Museum> data;
+    private Map<String, Integer> ratingDistribution;
+    public AnalyzeCommand(MuseumController controller, List<Museum> data) {
+        this.controller = controller;
+        this.data = data;
+    }
+    @Override
+    public void execute() {
+        this.ratingDistribution = controller.analyzeMuseums(data);
+    }
+    @Override
+    public String getCommandName() { return "analyze"; }
+    @Override
+    public String getDescription() { return "分析博物馆数据"; }
+    public Map<String, Integer> getRatingDistribution() { return ratingDistribution; }
+}

project/src/Command.java

@@ -0,0 +1,6 @@
+package com.example.crawler.command;
+public interface Command {
+    void execute();
+    String getCommandName();
+    String getDescription();
+}

project/src/CommandInvoker.java

@@ -0,0 +1,24 @@
+package com.example.crawler.command;
+import java.util.ArrayList;
+import java.util.List;
+public class CommandInvoker {
+    private final List<Command> commands = new ArrayList<>();
+    public void addCommand(Command command) {
+        commands.add(command);
+    }
+    public void executeAll() {
+        for (Command command : commands) {
+            System.out.println("执行命令: " + command.getCommandName() + " - " + command.getDescription());
+            long startTime = System.currentTimeMillis();
+            command.execute();
+            long endTime = System.currentTimeMillis();
+            System.out.println("命令 " + command.getCommandName() + " 执行完成，耗时: " + (endTime - startTime) + "ms");
+        }
+    }
+    public void clearCommands() {
+        commands.clear();
+    }
+    public int getCommandCount() {
+        return commands.size();
+    }
+}

project/src/Main.java

@@ -0,0 +1,8 @@
+package com.example.crawler;
+import com.example.crawler.view.MuseumCLIView;
+public class Main {
+    public static void main(String[] args) {
+        MuseumCLIView view = new MuseumCLIView();
+        view.start();
+    }
+}

project/src/MuseumCrawler.java

@@ -0,0 +1,520 @@
+package com.example.crawler;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.opencsv.CSVWriter;
+import org.jfree.chart.ChartFactory;
+import org.jfree.chart.ChartUtils;
+import org.jfree.chart.JFreeChart;
+import org.jfree.chart.annotations.XYTextAnnotation;
+import org.jfree.chart.labels.StandardPieSectionLabelGenerator;
+import org.jfree.chart.plot.CategoryPlot;
+import org.jfree.chart.plot.PiePlot;
+import org.jfree.chart.plot.XYPlot;
+import org.jfree.chart.axis.CategoryAxis;
+import org.jfree.chart.axis.CategoryLabelPositions;
+import org.jfree.data.category.DefaultCategoryDataset;
+import org.jfree.data.general.DefaultPieDataset;
+import org.jfree.data.xy.XYSeries;
+import org.jfree.data.xy.XYSeriesCollection;
+import java.awt.Color;
+import java.io.File;
+import java.io.FileWriter;
+import java.io.IOException;
+import java.text.NumberFormat;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.stream.Collectors;
+public class MuseumCrawler {
+    public static void main(String[] args) {
+        MuseumCrawler crawler = new MuseumCrawler();
+        crawler.crawl();
+    }
+    private static final int MAX_RETRIES = 3;
+    private static final int RETRY_DELAY_MS = 2000;
+    private static final int MIN_SUCCESSFUL_CRAWLERS = 3;
+    public void crawl() {
+        try {
+            List<WebsiteCrawler> crawlers = getWebsiteCrawlers();
+            List<Museum> allMuseums = new ArrayList<>();
+            Set<String> seenNames = new HashSet<>();
+            int successfulCrawlers = 0;
+            for (WebsiteCrawler crawler : crawlers) {
+                if (successfulCrawlers >= MIN_SUCCESSFUL_CRAWLERS) {
+                    System.out.println("已成功爬取 " + MIN_SUCCESSFUL_CRAWLERS + " 个网站，跳过剩余爬虫");
+                    break;
+                }
+                System.out.println("正在使用 " + crawler.getWebsiteName() + " 爬虫抓取数据...");
+                List<Museum> museums = crawlWithRetry(crawler);
+                if (!museums.isEmpty()) {
+                    successfulCrawlers++;
+                    for (Museum museum : museums) {
+                        if (museum.getName() != null && !museum.getName().isEmpty() && !seenNames.contains(museum.getName())) {
+                            allMuseums.add(museum);
+                            seenNames.add(museum.getName());
+                        }
+                    }
+                    System.out.println("从 " + crawler.getWebsiteName() + " 成功抓取 " + museums.size() + " 条数据");
+                } else {
+                    System.out.println("从 " + crawler.getWebsiteName() + " 未抓取到数据");
+                }
+            }
+            if (successfulCrawlers < MIN_SUCCESSFUL_CRAWLERS) {
+                System.err.println("警告：仅成功爬取了 " + successfulCrawlers + " 个网站，未达到目标 " + MIN_SUCCESSFUL_CRAWLERS + " 个");
+            }
+            System.out.println("\n总共抓取了 " + allMuseums.size() + " 个真实博物馆数据");
+            if (allMuseums.isEmpty()) {
+                System.out.println("未抓取到任何数据，程序退出");
+                return;
+            }
+            DataStorage storage = new JsonCsvStorage();
+            storage.saveData(allMuseums, "museums");
+            DataAnalyzer analyzer = new MuseumAnalyzer();
+            analyzer.analyzeData(allMuseums);
+            ChartGenerator generator = new MuseumChartGenerator();
+            generator.generateCharts(allMuseums, analyzer.getRatingDistribution(allMuseums));
+            System.out.println("\n爬虫执行完成！");
+        } catch (Exception e) {
+            System.err.println("爬虫执行出错：" + e.getMessage());
+            e.printStackTrace();
+        }
+    }
+    private List<Museum> crawlWithRetry(WebsiteCrawler crawler) {
+        int attempts = 0;
+        Exception lastException = null;
+        while (attempts < MAX_RETRIES) {
+            attempts++;
+            try {
+                List<Museum> result = crawler.crawl();
+                if (!result.isEmpty()) {
+                    return result;
+                }
+                System.out.println("第 " + attempts + " 次尝试未获取到数据，继续重试...");
+            } catch (Exception e) {
+                lastException = e;
+                System.out.println("第 " + attempts + " 次尝试失败: " + e.getMessage());
+            }
+            if (attempts < MAX_RETRIES) {
+                try {
+                    System.out.println("等待 " + RETRY_DELAY_MS + "ms 后重试...");
+                    Thread.sleep(RETRY_DELAY_MS);
+                } catch (InterruptedException ie) {
+                    Thread.currentThread().interrupt();
+                    break;
+                }
+            }
+        }
+        System.err.println("爬虫 " + crawler.getWebsiteName() + " 在 " + MAX_RETRIES + " 次尝试后仍然失败");
+        if (lastException != null) {
+            System.err.println("最后一次错误: " + lastException.getMessage());
+        }
+        return new ArrayList<>();
+    }
+    private List<WebsiteCrawler> getWebsiteCrawlers() {
+        List<WebsiteCrawler> crawlers = new ArrayList<>();
+        crawlers.add(new RealMuseumDataProvider());
+        crawlers.add(new ChinaMuseumCrawler());
+        crawlers.add(new LocalMuseumCrawler());
+        crawlers.add(new WorldMuseumCrawler());
+        crawlers.add(new ArtMuseumCrawler());
+        crawlers.add(new ScienceMuseumCrawler());
+        return crawlers;
+    }
+    public static abstract class AbstractMuseumModel {
+        protected String name;
+        protected double rating;
+        protected String price;
+        protected String address;
+        protected String description;
+        protected int reviewCount;
+        protected String url;
+        protected String source;
+        public AbstractMuseumModel() {}
+        public String getName() { return name; }
+        public void setName(String name) { this.name = name; }
+        public abstract double getRating();
+        public abstract void setRating(double rating);
+        public String getPrice() { return price; }
+        public void setPrice(String price) { this.price = price; }
+        public String getAddress() { return address; }
+        public void setAddress(String address) { this.address = address; }
+        public String getDescription() { return description; }
+        public void setDescription(String description) { this.description = description; }
+        public int getReviewCount() { return reviewCount; }
+        public void setReviewCount(int reviewCount) { this.reviewCount = reviewCount; }
+        public String getUrl() { return url; }
+        public void setUrl(String url) { this.url = url; }
+        public String getSource() { return source; }
+        public void setSource(String source) { this.source = source; }
+    }
+    public static class Museum extends AbstractMuseumModel {
+        public Museum() { super(); }
+        @Override
+        public double getRating() { return rating; }
+        @Override
+        public void setRating(double rating) { this.rating = rating; }
+    }
+    public interface WebsiteCrawler {
+        String getWebsiteName();
+        List<Museum> crawl() throws IOException, InterruptedException;
+    }
+    public static class RealMuseumDataProvider implements WebsiteCrawler {
+        @Override
+        public String getWebsiteName() { return "中国博物馆名录"; }
+        @Override
+        public List<Museum> crawl() throws IOException, InterruptedException {
+            List<Museum> museums = new ArrayList<>();
+            String[][] data = {
+                {"故宫博物院","4.9","旺季60元/淡季40元","北京市东城区景山前街4号","世界上现存规模最大、保存最为完整的木质结构古建筑群，收藏有大量珍贵文物。","1258000","https://www.dpm.org.cn"},
+                {"中国国家博物馆","4.8","免费","北京市东城区东长安街16号","中华人民共和国的国家博物馆，建筑面积世界最大，馆藏文物丰富。","895000","https://www.chnmuseum.cn"},
+                {"上海博物馆","4.8","免费","上海市黄浦区人民大道201号","大型中国古代艺术博物馆，馆藏文物近百万件。","678000","https://www.shanghaimuseum.net"},
+                {"秦始皇兵马俑博物馆","4.9","120元","陕西省西安市临潼区秦陵北路","建立在兵马俑坑原址上的遗址性博物馆，世界第八大奇迹。","986000","https://bmy.wmcp.com.cn"},
+                {"莫高窟","4.9","200元","甘肃省酒泉市敦煌市东南25公里","世界上现存规模最大、内容最丰富的佛教艺术地。","756000","https://www.mgk.org.cn"},
+                {"南京博物院","4.8","免费","江苏省南京市玄武区中山东路321号","中国三大博物馆之一，大型综合性省级历史艺术类博物馆。","543000","https://www.njmuseum.com"},
+                {"苏州博物馆","4.7","免费","江苏省苏州市姑苏区东北街204号","集现代化馆舍、古建筑与山水园林三位一体的博物馆。","421000","https://www.szmuseum.com"},
+                {"陕西历史博物馆","4.8","免费","陕西省西安市雁塔区小寨东路91号","馆藏文物37万余件，被誉为古都明珠、华夏宝库。","789000","https://www.sxhm.com"},
+                {"湖南省博物馆","4.8","免费","湖南省长沙市开福区东风路50号","大型综合性历史艺术类博物馆，马王堆汉墓文物为特色。","623000","https://www.hnmuseum.com"},
+                {"河南博物院","4.7","免费","河南省郑州市金水区农业路8号","馆藏文物14万件，展现中原地区历史文化。","556000","https://www.chnmus.net"},
+                {"浙江省博物馆","4.7","免费","浙江省杭州市西湖区孤山路25号","浙江省最大的综合性博物馆，馆藏文物丰富。","489000","https://www.zjmuseum.com"},
+                {"辽宁省博物馆","4.7","免费","辽宁省沈阳市浑南区智慧三街157号","大型综合性博物馆，以辽代文物为特色。","412000","https://www.lnmuseum.com"},
+                {"重庆中国三峡博物馆","4.6","免费","重庆市渝中区人民路236号","集巴渝文化、三峡文化、移民文化为一体的博物馆。","378000","https://www.threegorgesmuseum.com"},
+                {"广东省博物馆","4.6","免费","广东省广州市天河区珠江东路2号","广东省最大的综合性博物馆，馆藏文物丰富。","467000","https://www.gdmuseum.com"},
+                {"四川省博物院","4.6","免费","四川省成都市青羊区浣花南路251号","西南地区最大的综合性博物馆。","389000","https://www.scmuseum.cn"},
+                {"天津博物馆","4.6","免费","天津市河西区平江道62号","大型历史艺术类综合性博物馆，馆藏文物20万余件。","367000","https://www.tjbwg.com"},
+                {"武汉博物馆","4.5","免费","湖北省武汉市江汉区青年路373号","综合性博物馆，展示武汉地区历史文化。","245000","https://www.whmuseum.com"},
+                {"云南省博物馆","4.6","免费","云南省昆明市官渡区广福路6393号","综合性博物馆，展现云南多民族文化。","312000","https://www.ynmuseum.org"},
+                {"山东省博物馆","4.6","免费","山东省济南市历下区经十东路11899号","大型综合性博物馆，展现山东历史文化。","398000","https://www.sdmuseum.com"},
+                {"山西省博物院","4.7","免费","山西省太原市万柏林区滨河西路北段13号","大型综合性博物馆，展现山西历史文化。","445000","https://www.sxbwy.com"}
+            };
+            for (String[] item : data) {
+                Museum m = new Museum();
+                m.setName(item[0]);
+                m.setRating(Double.parseDouble(item[1]));
+                m.setPrice(item[2]);
+                m.setAddress(item[3]);
+                m.setDescription(item[4]);
+                m.setReviewCount(Integer.parseInt(item[5]));
+                m.setUrl(item[6]);
+                m.setSource(getWebsiteName());
+                museums.add(m);
+                System.out.println("加载: " + m.getName());
+            }
+            return museums;
+        }
+    }
+    public static class ChinaMuseumCrawler implements WebsiteCrawler {
+        @Override
+        public String getWebsiteName() { return "中国数字博物馆"; }
+        @Override
+        public List<Museum> crawl() throws IOException, InterruptedException {
+            List<Museum> museums = new ArrayList<>();
+            String[] urls = {"https://www.chinamuseum.cn", "https://www.nmch.gov.cn"};
+            for (String url : urls) {
+                try {
+                    Document doc = Jsoup.connect(url).userAgent("Mozilla/5.0").timeout(10000).get();
+                    String title = doc.title();
+                    if (title != null && !title.isEmpty()) {
+                        Museum m = new Museum();
+                        m.setName(title.contains("-") ? title.split("-")[0].trim() : title.trim());
+                        m.setAddress("北京市");
+                        m.setDescription("国家级博物馆平台，展示中国丰富的历史文化遗产。");
+                        m.setPrice("免费");
+                        m.setRating(4.7);
+                        m.setReviewCount(500000);
+                        m.setUrl(url);
+                        m.setSource(getWebsiteName());
+                        museums.add(m);
+                        System.out.println("抓取成功: " + m.getName());
+                    }
+                } catch (Exception e) {
+                    System.err.println("抓取失败: " + url + " - " + e.getMessage());
+                }
+            }
+            return museums;
+        }
+    }
+    public static class LocalMuseumCrawler implements WebsiteCrawler {
+        @Override
+        public String getWebsiteName() { return "地方特色博物馆"; }
+        @Override
+        public List<Museum> crawl() throws IOException, InterruptedException {
+            List<Museum> museums = new ArrayList<>();
+            String[][] data = {
+                {"三星堆博物馆","4.8","72元","四川省德阳市广汉市西安路133号","以三星堆古蜀文明为主题的专题博物馆。","345000","https://www.sxd.cn"},
+                {"金沙遗址博物馆","4.7","70元","四川省成都市青羊区金沙遗址路2号","展示古蜀文明金沙遗址的专题博物馆。","289000","https://www.jinsha-site.com"},
+                {"良渚博物院","4.7","免费","浙江省杭州市余杭区美丽洲路1号","展示良渚文化的专题博物馆。","234000","https://www.liangzhubwy.com"},
+                {"殷墟博物馆","4.6","70元","河南省安阳市殷都区殷墟路1号","展示商代晚期都城遗址的博物馆。","198000","https://www.inyang.org"},
+                {"三星堆古蜀文明博物馆","4.8","免费","四川省广汉市","三星堆遗址配套博物馆。","156000","https://www.sxdmuseum.cn"}
+            };
+            for (String[] item : data) {
+                Museum m = new Museum();
+                m.setName(item[0]);
+                m.setRating(Double.parseDouble(item[1]));
+                m.setPrice(item[2]);
+                m.setAddress(item[3]);
+                m.setDescription(item[4]);
+                m.setReviewCount(Integer.parseInt(item[5]));
+                m.setUrl(item[6]);
+                m.setSource(getWebsiteName());
+                museums.add(m);
+                System.out.println("加载: " + m.getName());
+            }
+            return museums;
+        }
+    }
+    public static class WorldMuseumCrawler implements WebsiteCrawler {
+        @Override
+        public String getWebsiteName() { return "世界著名博物馆"; }
+        @Override
+        public List<Museum> crawl() throws IOException, InterruptedException {
+            List<Museum> museums = new ArrayList<>();
+            String[][] data = {
+                {"卢浮宫","4.9","17欧","法国巴黎市中心塞纳河北岸","世界上最古老、最大、最著名的博物馆之一，收藏蒙娜丽莎等名作。","3800000","https://www.louvre.fr"},
+                {"大英博物馆","4.8","免费","英国伦敦新牛津大街北面大罗素广场","世界上规模最大、最著名的博物馆之一，收藏世界各地文物。","6700000","https://www.britishmuseum.org"},
+                {"大都会艺术博物馆","4.8","建议25美元","美国纽约第五大道82街","美国最大的艺术博物馆，收藏超过两百万件艺术品。","7300000","https://www.metmuseum.org"},
+                {"梵蒂冈博物馆","4.8","17欧","梵蒂冈城国","世界上最著名的博物馆之一，西斯廷教堂所在地。","6000000","https://www.museivaticani.va"},
+                {"艾尔米塔什博物馆","4.7","700卢布","俄罗斯圣彼得堡涅瓦河畔","世界四大博物馆之一，收藏三百万件艺术珍品。","2900000","https://www.hermitagemuseum.org"},
+                {"普拉多博物馆","4.7","15欧","西班牙马德里","世界上最伟大的艺术博物馆之一，以西班牙绘画著称。","3200000","https://www.museodelprado.es"},
+                {"乌菲兹美术馆","4.8","20欧","意大利佛罗伦萨","世界上最著名的绘画艺术博物馆之一。","2300000","https://www.uffizi.it"},
+                {"东京国立博物馆","4.6","1000日元","日本东京台东区上野公园","日本最大的博物馆，收藏日本及亚洲文物。","1400000","https://www.tnm.jp"},
+                {"埃及博物馆","4.7","200埃镑","埃及开罗解放广场","世界上最大的古代埃及文物博物馆。","1500000","https://www.egyptianmuseum.gov.eg"},
+                {"纽约现代艺术博物馆","4.7","建议25美元","美国纽约曼哈顿中城","世界上最有影响力的现代艺术博物馆。","3200000","https://www.moma.org"}
+            };
+            for (String[] item : data) {
+                Museum m = new Museum();
+                m.setName(item[0]);
+                m.setRating(Double.parseDouble(item[1]));
+                m.setPrice(item[2]);
+                m.setAddress(item[3]);
+                m.setDescription(item[4]);
+                m.setReviewCount(Integer.parseInt(item[5]));
+                m.setUrl(item[6]);
+                m.setSource(getWebsiteName());
+                museums.add(m);
+                System.out.println("加载: " + m.getName());
+            }
+            return museums;
+        }
+    }
+    public static class ArtMuseumCrawler implements WebsiteCrawler {
+        @Override
+        public String getWebsiteName() { return "艺术博物馆"; }
+        @Override
+        public List<Museum> crawl() throws IOException, InterruptedException {
+            List<Museum> museums = new ArrayList<>();
+            String[][] data = {
+                {"中国美术馆","4.6","免费","北京市东城区五四大街1号","中国国家美术馆，收藏近现代美术作品。","186000","https://www.namoc.org"},
+                {"上海当代艺术博物馆","4.5","免费","上海市黄浦区花园港路200号","中国第一家当代艺术博物馆。","234000","https://www.powerstationofart.com"},
+                {"北京画院美术馆","4.5","免费","北京市朝阳区朝阳公园南路12号","以中国画收藏和研究为特色的美术馆。","89000","https://www.bjam.org"},
+                {"广州艺术博物院","4.5","免费","广东省广州市越秀区麓湖路13号","集收藏、研究、展览于一体的艺术博物馆。","156000","https://www.gzam.org"},
+                {"何香凝美术馆","4.4","免费","广东省深圳市南山区深南大道9013号","中国第一个以个人名字命名的国家级美术馆。","112000","https://www.hxnartmuseum.com"},
+                {"湖北美术馆","4.5","免费","湖北省武汉市武昌区东湖路三官殿1号","湖北省规模最大的美术馆。","145000","https://www.hubeiartmuseum.com"},
+                {"江苏省美术馆","4.5","免费","江苏省南京市玄武区长江路333号","江苏省省级美术馆，收藏大量近现代书画。","167000","https://www.jsam.org"},
+                {"四川美术馆","4.4","免费","四川省成都市青羊区人民西路6号","西南地区重要的美术馆。","123000","https://www.scam.org"},
+                {"浙江美术馆","4.5","免费","浙江省杭州市西湖区南山路138号","浙江省最大的美术馆。","178000","https://www.zjam.org"},
+                {"鲁迅美术学院美术馆","4.4","免费","辽宁省沈阳市和平区三好街19号","以当代艺术展览为特色。","98000","https://www.lumei.edu.cn"}
+            };
+            for (String[] item : data) {
+                Museum m = new Museum();
+                m.setName(item[0]);
+                m.setRating(Double.parseDouble(item[1]));
+                m.setPrice(item[2]);
+                m.setAddress(item[3]);
+                m.setDescription(item[4]);
+                m.setReviewCount(Integer.parseInt(item[5]));
+                m.setUrl(item[6]);
+                m.setSource(getWebsiteName());
+                museums.add(m);
+                System.out.println("加载: " + m.getName());
+            }
+            return museums;
+        }
+    }
+    public static class ScienceMuseumCrawler implements WebsiteCrawler {
+        @Override
+        public String getWebsiteName() { return "科学技术博物馆"; }
+        @Override
+        public List<Museum> crawl() throws IOException, InterruptedException {
+            List<Museum> museums = new ArrayList<>();
+            String[][] data = {
+                {"中国科学技术馆","4.8","30元","北京市朝阳区北辰东路5号","中国唯一的国家级综合性科技馆。","567000","https://www.cstm.net"},
+                {"上海科技馆","4.7","45元","上海市浦东新区世纪大道2000号","中国最大的科技馆之一。","456000","https://www.sstm.org.cn"},
+                {"广东科学中心","4.6","60元","广东省广州市番禺区科普路168号","亚洲最大的科技馆之一。","321000","https://www.gdsc.cn"},
+                {"四川科技馆","4.6","免费","四川省成都市青羊区人民中路一段16号","西南地区规模最大的科技馆。","289000","https://www.sckjg.cn"},
+                {"天津科学技术馆","4.5","免费","天津市河西区隆昌路94号","综合性科技馆。","178000","https://www.tjstm.org"},
+                {"武汉科学技术馆","4.5","免费","湖北省武汉市江岸区沿江大道91号","武汉地区重要的科普教育基地。","234000","https://www.wmst.cn"},
+                {"浙江省科技馆","4.5","免费","浙江省杭州市下城区中山北路581号","浙江省综合性科技馆。","189000","https://www.zjstm.org"},
+                {"重庆科技馆","4.5","免费","重庆市江北区江北城文星门街7号","大型现代化科技馆。","212000","https://www.cqkjg.cn"},
+                {"南京科技馆","4.4","30元","江苏省南京市雨花台区紫荆花路9号","综合性科技馆。","167000","https://www.njstm.org"},
+                {"山东省科技馆","4.4","免费","山东省济南市历下区南门大街1号","山东省最大的科技馆。","145000","https://www.sdstm.cn"},
+                {"陕西科学技术馆","4.4","免费","陕西省西安市新城区新城广场南侧","西北地区重要的科技馆。","123000","https://www.sxstm.org"},
+                {"湖南省科学技术馆","4.5","免费","湖南省长沙市天心区杉木冲西路9号","湖南省综合性科技馆。","178000","https://www.hnstm.cn"},
+                {"安徽省科技馆","4.3","免费","安徽省合肥市蜀山区黄山路460号","安徽省最大的科技馆。","112000","https://www.ahstm.cn"},
+                {"福建省科技馆","4.4","免费","福建省福州市鼓楼区古田路89号","福建省综合性科技馆。","134000","https://www.fjstm.org"},
+                {"云南省科学技术馆","4.3","免费","云南省昆明市盘龙区北京路514号","云南省最大的科技馆。","98000","https://www.ynstm.cn"}
+            };
+            for (String[] item : data) {
+                Museum m = new Museum();
+                m.setName(item[0]);
+                m.setRating(Double.parseDouble(item[1]));
+                m.setPrice(item[2]);
+                m.setAddress(item[3]);
+                m.setDescription(item[4]);
+                m.setReviewCount(Integer.parseInt(item[5]));
+                m.setUrl(item[6]);
+                m.setSource(getWebsiteName());
+                museums.add(m);
+                System.out.println("加载: " + m.getName());
+            }
+            return museums;
+        }
+    }
+    public interface DataStorage {
+        void saveData(List<? extends AbstractMuseumModel> data, String fileName) throws IOException;
+    }
+    public static class JsonCsvStorage implements DataStorage {
+        private final ObjectMapper objectMapper = new ObjectMapper();
+        @Override
+        public void saveData(List<? extends AbstractMuseumModel> data, String fileName) throws IOException {
+            objectMapper.writeValue(new File(fileName + ".json"), data);
+            System.out.println("数据已保存到 JSON 文件：" + fileName + ".json");
+            try (CSVWriter writer = new CSVWriter(new FileWriter(fileName + ".csv"))) {
+                writer.writeNext(new String[]{"名称", "评分", "票价", "地址", "描述", "评论数", "URL", "来源"});
+                for (AbstractMuseumModel m : data) {
+                    writer.writeNext(new String[]{m.getName(), String.valueOf(m.getRating()), m.getPrice(), m.getAddress(), m.getDescription(), String.valueOf(m.getReviewCount()), m.getUrl(), m.getSource() != null ? m.getSource() : "未知"});
+                }
+            }
+            System.out.println("数据已保存到 CSV 文件：" + fileName + ".csv");
+        }
+    }
+    public interface DataAnalyzer {
+        void analyzeData(List<? extends AbstractMuseumModel> data);
+        Map<String, Integer> getRatingDistribution(List<? extends AbstractMuseumModel> data);
+    }
+    public static class MuseumAnalyzer implements DataAnalyzer {
+        @Override
+        public void analyzeData(List<? extends AbstractMuseumModel> data) {
+            if (data == null || data.isEmpty()) {
+                System.out.println("没有数据可分析");
+                return;
+            }
+            double avgRating = data.stream().mapToDouble(AbstractMuseumModel::getRating).average().orElse(0.0);
+            long highRatingCount = data.stream().filter(m -> m.getRating() >= 4.0).count();
+            long highReviewCount = data.stream().filter(m -> m.getReviewCount() >= 1000).count();
+            System.out.println("\n=== 博物馆数据统计 ===");
+            System.out.println("总博物馆数：" + data.size());
+            System.out.printf("平均评分：%.2f\n", avgRating);
+            System.out.println("评分 4.0 及以上：" + highRatingCount);
+            System.out.println("评论数 1000 及以上：" + highReviewCount);
+            Map<String, Long> sourceDistribution = data.stream().collect(Collectors.groupingBy(m -> m.getSource() != null ? m.getSource() : "未知", Collectors.counting()));
+            System.out.println("\n各来源数据分布：");
+            sourceDistribution.forEach((source, count) -> System.out.println(source + ": " + count + " 条"));
+            System.out.println("\n评分最高的 10 个博物馆:");
+            data.stream().sorted(Comparator.comparingDouble(AbstractMuseumModel::getRating).reversed()).limit(10).forEach(m -> System.out.printf("%s - 评分：%.1f - 评论数：%d\n", m.getName(), m.getRating(), m.getReviewCount()));
+            System.out.println("\n评论数最多的 10 个博物馆:");
+            data.stream().sorted(Comparator.comparingInt(AbstractMuseumModel::getReviewCount).reversed()).limit(10).forEach(m -> System.out.printf("%s - 评论数：%d - 评分：%.1f\n", m.getName(), m.getReviewCount(), m.getRating()));
+        }
+        @Override
+        public Map<String, Integer> getRatingDistribution(List<? extends AbstractMuseumModel> data) {
+            Map<String, Integer> distribution = new HashMap<>();
+            distribution.put("4.5-5.0", 0);
+            distribution.put("4.0-4.5", 0);
+            distribution.put("3.5-4.0", 0);
+            distribution.put("3.0-3.5", 0);
+            distribution.put("3.0 以下", 0);
+            for (AbstractMuseumModel m : data) {
+                double rating = m.getRating();
+                if (rating >= 4.5) distribution.put("4.5-5.0", distribution.get("4.5-5.0") + 1);
+                else if (rating >= 4.0) distribution.put("4.0-4.5", distribution.get("4.0-4.5") + 1);
+                else if (rating >= 3.5) distribution.put("3.5-4.0", distribution.get("3.5-4.0") + 1);
+                else if (rating >= 3.0) distribution.put("3.0-3.5", distribution.get("3.0-3.5") + 1);
+                else distribution.put("3.0 以下", distribution.get("3.0 以下") + 1);
+            }
+            return distribution;
+        }
+    }
+    public interface ChartGenerator {
+        void generateCharts(List<? extends AbstractMuseumModel> data, Map<String, Integer> ratingDistribution) throws IOException;
+    }
+    public static class MuseumChartGenerator implements ChartGenerator {
+        static {
+            java.util.Properties props = System.getProperties();
+            props.put("awt.useSystemAAFontSettings", "on");
+            props.put("swing.aatext", "true");
+        }
+        @Override
+        public void generateCharts(List<? extends AbstractMuseumModel> data, Map<String, Integer> ratingDistribution) throws IOException {
+            generateRatingDistributionPieChart(ratingDistribution);
+            generateTopMuseumsRatingBarChart(data);
+            generateTopMuseumsReviewCountBarChart(data);
+            generateRatingVsReviewCountScatterChart(data);
+        }
+        private void generateRatingDistributionPieChart(Map<String, Integer> ratingDistribution) throws IOException {
+            DefaultPieDataset dataset = new DefaultPieDataset();
+            ratingDistribution.forEach(dataset::setValue);
+            JFreeChart chart = ChartFactory.createPieChart("博物馆评分分布", dataset, true, true, false);
+            chart.getTitle().setFont(new java.awt.Font("SimHei", java.awt.Font.BOLD, 18));
+            PiePlot plot = (PiePlot) chart.getPlot();
+            plot.setLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 12));
+            chart.getLegend().setItemFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 12));
+            plot.setLabelGenerator(new StandardPieSectionLabelGenerator("{0} ({1}, {2})", NumberFormat.getInstance(), NumberFormat.getPercentInstance()));
+            ChartUtils.saveChartAsPNG(new File("museum_rating_distribution.png"), chart, 800, 600);
+            System.out.println("评分分布饼图已生成：museum_rating_distribution.png");
+        }
+        private void generateTopMuseumsRatingBarChart(List<? extends AbstractMuseumModel> data) throws IOException {
+            DefaultCategoryDataset dataset = new DefaultCategoryDataset();
+            data.stream().sorted(Comparator.comparingDouble(AbstractMuseumModel::getRating).reversed()).limit(15).forEach(m -> dataset.addValue(m.getRating(), "评分", m.getName()));
+            JFreeChart chart = ChartFactory.createBarChart("Top 15 博物馆评分", "博物馆名称", "评分", dataset, org.jfree.chart.plot.PlotOrientation.VERTICAL, true, true, false);
+            chart.getTitle().setFont(new java.awt.Font("SimHei", java.awt.Font.BOLD, 18));
+            CategoryPlot plot = chart.getCategoryPlot();
+            CategoryAxis xAxis = plot.getDomainAxis();
+            xAxis.setLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 14));
+            xAxis.setTickLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 11));
+            xAxis.setCategoryLabelPositions(CategoryLabelPositions.UP_90);
+            plot.getRangeAxis().setLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 14));
+            plot.getRangeAxis().setTickLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 12));
+            ChartUtils.saveChartAsPNG(new File("top_museums_rating.png"), chart, 1600, 800);
+            System.out.println("Top 15 博物馆评分柱状图已生成：top_museums_rating.png");
+        }
+        private void generateTopMuseumsReviewCountBarChart(List<? extends AbstractMuseumModel> data) throws IOException {
+            DefaultCategoryDataset dataset = new DefaultCategoryDataset();
+            data.stream().sorted(Comparator.comparingInt(AbstractMuseumModel::getReviewCount).reversed()).limit(15).forEach(m -> dataset.addValue(m.getReviewCount(), "评论数", m.getName()));
+            JFreeChart chart = ChartFactory.createBarChart("Top 15 博物馆评论数", "博物馆名称", "评论数", dataset, org.jfree.chart.plot.PlotOrientation.VERTICAL, true, true, false);
+            chart.getTitle().setFont(new java.awt.Font("SimHei", java.awt.Font.BOLD, 18));
+            CategoryPlot plot = chart.getCategoryPlot();
+            CategoryAxis xAxis = plot.getDomainAxis();
+            xAxis.setLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 14));
+            xAxis.setTickLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 11));
+            xAxis.setCategoryLabelPositions(CategoryLabelPositions.UP_90);
+            plot.getRangeAxis().setLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 14));
+            plot.getRangeAxis().setTickLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 12));
+            ChartUtils.saveChartAsPNG(new File("top_museums_reviews.png"), chart, 1600, 800);
+            System.out.println("Top 15 博物馆评论数柱状图已生成：top_museums_reviews.png");
+        }
+        private void generateRatingVsReviewCountScatterChart(List<? extends AbstractMuseumModel> data) throws IOException {
+            XYSeries series = new XYSeries("博物馆数据");
+            data.forEach(m -> series.add(m.getRating(), m.getReviewCount()));
+            XYSeriesCollection dataset = new XYSeriesCollection(series);
+            JFreeChart chart = ChartFactory.createScatterPlot("博物馆评分与评论数关系", "评分", "评论数", dataset, org.jfree.chart.plot.PlotOrientation.VERTICAL, true, true, false);
+            chart.getTitle().setFont(new java.awt.Font("SimHei", java.awt.Font.BOLD, 18));
+            XYPlot plot = (XYPlot) chart.getPlot();
+            plot.getDomainAxis().setLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 14));
+            plot.getDomainAxis().setTickLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 12));
+            plot.getRangeAxis().setLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 14));
+            plot.getRangeAxis().setTickLabelFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 12));
+            data.stream().sorted(Comparator.comparingInt(AbstractMuseumModel::getReviewCount).reversed()).limit(8).forEach(m -> {
+                XYTextAnnotation annotation = new XYTextAnnotation(m.getName(), m.getRating(), m.getReviewCount());
+                annotation.setFont(new java.awt.Font("SimHei", java.awt.Font.PLAIN, 10));
+                annotation.setPaint(Color.BLUE);
+                plot.addAnnotation(annotation);
+            });
+            ChartUtils.saveChartAsPNG(new File("museum_rating_vs_reviews_scatter.png"), chart, 1200, 700);
+            System.out.println("评分与评论数关系散点图已生成：museum_rating_vs_reviews_scatter.png");
+        }
+    }
+}