diff --git a/project2/.idea/.gitignore b/project2/.idea/.gitignore
new file mode 100644
index 0000000..b6b1ecf
--- /dev/null
+++ b/project2/.idea/.gitignore
@@ -0,0 +1,10 @@
+# 默认忽略的文件
+/shelf/
+/workspace.xml
+# 已忽略包含查询文件的默认文件夹
+/queries/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
+# 基于编辑器的 HTTP 客户端请求
+/httpRequests/
diff --git a/project2/.idea/.name b/project2/.idea/.name
new file mode 100644
index 0000000..641e66e
--- /dev/null
+++ b/project2/.idea/.name
@@ -0,0 +1 @@
+MovieMain.java
\ No newline at end of file
diff --git a/project2/.idea/compiler.xml b/project2/.idea/compiler.xml
new file mode 100644
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--- /dev/null
+++ b/project2/.idea/compiler.xml
@@ -0,0 +1,13 @@
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\ No newline at end of file
diff --git a/project2/.idea/encodings.xml b/project2/.idea/encodings.xml
new file mode 100644
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--- /dev/null
+++ b/project2/.idea/encodings.xml
@@ -0,0 +1,7 @@
+
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\ No newline at end of file
diff --git a/project2/.idea/jarRepositories.xml b/project2/.idea/jarRepositories.xml
new file mode 100644
index 0000000..712ab9d
--- /dev/null
+++ b/project2/.idea/jarRepositories.xml
@@ -0,0 +1,20 @@
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\ No newline at end of file
diff --git a/project2/.idea/misc.xml b/project2/.idea/misc.xml
new file mode 100644
index 0000000..5e4e294
--- /dev/null
+++ b/project2/.idea/misc.xml
@@ -0,0 +1,12 @@
+
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\ No newline at end of file
diff --git a/project2/.idea/modules.xml b/project2/.idea/modules.xml
new file mode 100644
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--- /dev/null
+++ b/project2/.idea/modules.xml
@@ -0,0 +1,8 @@
+
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\ No newline at end of file
diff --git a/project2/.idea/vcs.xml b/project2/.idea/vcs.xml
new file mode 100644
index 0000000..6c0b863
--- /dev/null
+++ b/project2/.idea/vcs.xml
@@ -0,0 +1,6 @@
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\ No newline at end of file
diff --git a/project2/.vscode/settings.json b/project2/.vscode/settings.json
new file mode 100644
index 0000000..c5f3f6b
--- /dev/null
+++ b/project2/.vscode/settings.json
@@ -0,0 +1,3 @@
+{
+ "java.configuration.updateBuildConfiguration": "interactive"
+}
\ No newline at end of file
diff --git a/project2/README.md b/project2/README.md
new file mode 100644
index 0000000..ce206df
--- /dev/null
+++ b/project2/README.md
@@ -0,0 +1,178 @@
+# 电影爬虫项目 - 继承与多态实现说明
+
+## 项目简介
+
+本项目是一个Java电影爬虫，从豆瓣电影Top250抓取数据，进行清洗、存储、分析，并生成多种图表展示结果。项目重点展示了面向对象编程中**继承**和**多态**的实现。
+
+## 项目中的类
+
+### 核心类
+
+1. **MovieMain** (`src/main/java/com/crawler/MovieMain.java`)
+ - 项目主入口类
+ - 负责协调爬虫、数据清洗、存储、展示和图表生成
+
+2. **DoubanSpider** (`src/main/java/com/crawler/spider/DoubanSpider.java`)
+ - 爬虫实现类
+ - 负责从豆瓣电影Top250页面爬取数据
+ - 使用多线程并发爬取，提高效率
+
+3. **Movie** (`src/main/java/com/crawler/chart/model/Movie.java`)
+ - 电影数据模型类
+ - 存储电影的各种属性：排名、标题、评分、评价人数、导演、演员、年份、国家/地区、类型、简介
+
+4. **MovieAnalyzer** (`src/main/java/com/crawler/analysis/MovieAnalyzer.java`)
+ - 数据分析工具类
+ - 提供各种统计分析方法：评分分布、年份分布、类型分布、导演作品数量排行、平均评分、评分与年份相关性
+
+5. **MovieResultDisplay** (`src/main/java/com/crawler/ui/MovieResultDisplay.java`)
+ - 结果显示和图表生成类
+ - 在控制台显示统计结果
+ - 生成各种图表：评分分布直方图、年份分布折线图、类型分布饼图、评分与年份相关性图表
+
+6. **DataUtils** (`src/main/java/com/crawler/utils/DataUtils.java`)
+ - 数据工具类
+ - 提供数据清洗和保存功能
+
+### 图表相关类
+
+1. **ChartGenerator** (`src/main/java/com/crawler/chart/ChartGenerator.java`)
+ - 图表生成器接口
+ - 定义了生成图表的方法规范
+
+2. **ChartManager** (`src/main/java/com/crawler/chart/ChartManager.java`)
+ - 图表管理器类
+ - 负责管理和协调多个图表生成器
+
+3. **实现类**
+ - `RatingDistributionChartGenerator` (`src/main/java/com/crawler/chart/impl/RatingDistributionChartGenerator.java`)
+ - `YearDistributionChartGenerator` (`src/main/java/com/crawler/chart/impl/YearDistributionChartGenerator.java`)
+ - `GenreDistributionChartGenerator` (`src/main/java/com/crawler/chart/impl/GenreDistributionChartGenerator.java`)
+ - `YearRatingChartGenerator` (`src/main/java/com/crawler/chart/impl/YearRatingChartGenerator.java`)
+
+## 封装、多态、继承的实现
+
+### 1. 封装
+
+- **类封装**：每个类都封装了自己的属性和方法，提供了清晰的接口
+- **数据封装**：`Movie`类使用私有属性和公共的getter/setter方法
+- **功能封装**：不同功能模块被封装到不同的类中，如爬虫、分析、展示等
+
+### 2. 继承
+
+- **接口继承**：所有图表生成器实现类都继承了`ChartGenerator`接口
+- **方法继承**：实现类继承了接口中定义的`generateChart`和`getChartName`方法
+
+### 3. 多态
+
+#### 3.1 向上转型（接口引用指向实现类）
+
+**文件**: `src/main/java/com/crawler/MovieMain.java`
+
+```java
+ChartGenerator ratingChart = new RatingDistributionChartGenerator();
+ChartGenerator yearChart = new YearDistributionChartGenerator();
+ChartGenerator genreChart = new GenreDistributionChartGenerator();
+ChartGenerator yearRatingChart = new YearRatingChartGenerator();
+```
+
+#### 3.2 方法参数多态
+
+**文件**: `src/main/java/com/crawler/chart/ChartManager.java`
+
+```java
+public void addChartGenerator(ChartGenerator generator) {
+ chartGenerators.add(generator);
+}
+```
+
+#### 3.3 运行时多态（动态绑定）
+
+**文件**: `src/main/java/com/crawler/chart/ChartManager.java`
+
+```java
+public void generateAllCharts(List movies) {
+ Movie[] movieArray = movies.toArray(new Movie[0]);
+ for (ChartGenerator generator : chartGenerators) {
+ System.out.println("生成图表: " + generator.getChartName());
+ generator.generateChart(movieArray); // 运行时根据实际类型调用对应方法
+ }
+}
+```
+
+#### 3.4 统一调用接口
+
+**文件**: `src/main/java/com/crawler/MovieMain.java`
+
+```java
+chartManager.addChartGenerator(ratingChart);
+chartManager.addChartGenerator(yearChart);
+chartManager.addChartGenerator(genreChart);
+chartManager.addChartGenerator(yearRatingChart);
+
+chartManager.generateAllCharts(cleanedMovies);
+```
+
+## 继承与多态的优势
+
+1. **代码复用**：所有图表生成器共享相同的接口方法
+2. **可扩展性**：新增图表类型只需实现接口，无需修改现有代码
+3. **统一管理**：`ChartManager` 可以统一管理不同类型的图表生成器
+4. **灵活性**：通过接口引用可以操作不同的实现类对象
+5. **可维护性**：代码结构清晰，职责分明
+
+## 项目结构
+
+```
+src/
+└── main/
+ └── java/
+ └── com/
+ └── crawler/
+ ├── MovieMain.java # 主入口文件
+ ├── analysis/
+ │ └── MovieAnalyzer.java # 数据分析工具
+ ├── chart/
+ │ ├── ChartGenerator.java # 图表生成器接口
+ │ ├── ChartManager.java # 图表管理器
+ │ ├── model/
+ │ │ └── Movie.java # 电影数据模型
+ │ └── impl/
+ │ ├── RatingDistributionChartGenerator.java # 评分分布图表
+ │ ├── YearDistributionChartGenerator.java # 年份分布图表
+ │ ├── GenreDistributionChartGenerator.java # 类型分布图表
+ │ └── YearRatingChartGenerator.java # 年份评分相关性图表
+ ├── spider/
+ │ └── DoubanSpider.java # 豆瓣爬虫实现
+ ├── ui/
+ │ └── MovieResultDisplay.java # 结果显示和图表生成
+ └── utils/
+ └── DataUtils.java # 数据工具类
+```
+
+## 运行说明
+
+1. **直接运行**：在IDE中直接运行 `MovieMain.java`，或使用命令行：
+ ```
+ java -cp "src/main/java;lib/*" com.crawler.MovieMain
+ ```
+
+2. **依赖要求**：需要以下库
+ - jsoup-1.17.2.jar
+ - jfreechart-1.5.4.jar
+ - jcommon-1.0.24.jar
+
+3. **运行结果**：
+ - 控制台输出爬取进度和统计结果
+ - 生成的CSV数据文件保存在项目根目录
+ - 生成的图表以PNG格式保存在项目根目录
+
+## 技术栈
+
+- Java 8+
+- Jsoup (网页解析)
+- JFreeChart (图表生成)
+
+## 总结
+
+本项目通过图表生成器接口及其实现类，充分展示了面向对象编程中**继承**和**多态**的核心概念。接口定义了统一的方法规范，实现类提供了具体的实现逻辑，通过接口引用和运行时动态绑定，实现了代码的灵活性和可扩展性。同时，项目也展示了良好的封装设计，将不同功能模块封装到不同的类中，提高了代码的可维护性。
\ No newline at end of file
diff --git a/project2/changsha_weather_1777442821757.csv b/project2/changsha_weather_1777442821757.csv
new file mode 100644
index 0000000..3cb33fc
--- /dev/null
+++ b/project2/changsha_weather_1777442821757.csv
@@ -0,0 +1,8 @@
+日期,星期,天气,最高温度,最低温度,风向,风力
+04/29,星期三,晴,24℃,17℃,南风,2-3级
+04/30,星期四,多云,29℃,18℃,北风,2-3级
+05/01,星期五,晴转多云,27℃,18℃,南风,2-3级
+05/02,星期六,多云转晴,26℃,18℃,北风,2-3级
+05/03,星期日,阴,28℃,17℃,南风,2-3级
+05/04,星期一,小雨,29℃,17℃,北风,2-3级
+05/05,星期二,阵雨,27℃,19℃,南风,2-3级
diff --git a/project2/douban_movies_1777442791188.csv b/project2/douban_movies_1777442791188.csv
new file mode 100644
index 0000000..bd7be1b
--- /dev/null
+++ b/project2/douban_movies_1777442791188.csv
@@ -0,0 +1,251 @@
+排名,标题,评分,评价人数,导演,演员,年份,国家/地区,类型,简介
+1,肖申克的救赎,9.7,0,弗兰克·德拉邦特 Frank Darabont,蒂姆·罗宾斯 Tim Robbins /...,1994,美国,犯罪,
+2,霸王别姬,9.6,0,陈凯歌 Kaige Chen,张国荣 Leslie Cheung / 张丰毅 Fengyi Zha...,1993,中国大陆 中国香港,剧情,
+3,泰坦尼克号,9.5,0,詹姆斯·卡梅隆 James Cameron,莱昂纳多·迪卡普里奥 Leonardo...,1997,美国,剧情,
+4,阿甘正传,9.5,0,罗伯特·泽米吉斯 Robert Zemeckis,汤姆·汉克斯 Tom Hanks / ...,1994,美国,剧情,
+5,千与千寻,9.4,0,宫崎骏 Hayao Miyazaki,柊瑠美 Rumi Hîragi / 入野自由 Miy...,2001,日本,剧情,
+6,美丽人生,9.5,0,罗伯托·贝尼尼 Roberto Benigni,罗伯托·贝尼尼 Roberto Beni...,1997,意大利,剧情,
+7,星际穿越,9.4,0,克里斯托弗·诺兰 Christopher Nolan,马修·麦康纳 Matthew Mc...,2014,美国 英国 加拿大,剧情,
+8,这个杀手不太冷,9.4,0,吕克·贝松 Luc Besson,让·雷诺 Jean Reno / 娜塔莉·波特曼 ...,1994,法国 美国,剧情,
+9,盗梦空间,9.4,0,克里斯托弗·诺兰 Christopher Nolan,莱昂纳多·迪卡普里奥 Le...,2010,美国 英国,剧情,
+10,楚门的世界,9.4,0,彼得·威尔 Peter Weir,金·凯瑞 Jim Carrey / 劳拉·琳妮 Lau...,1998,美国,剧情,
+11,辛德勒的名单,9.5,0,史蒂文·斯皮尔伯格 Steven Spielberg,连姆·尼森 Liam Neeson...,1993,美国,剧情,
+12,忠犬八公的故事,9.4,0,莱塞·霍尔斯道姆 Lasse Hallström,理查·基尔 Richard Ger...,2009,美国 英国,剧情,
+13,海上钢琴师,9.3,0,朱塞佩·托纳多雷 Giuseppe Tornatore,蒂姆·罗斯 Tim Roth / ...,1998,意大利,剧情,
+14,疯狂动物城,9.3,0,拜伦·霍华德 Byron Howard / 瑞奇·摩尔 Rich Moore,金妮弗·...,2016,美国,喜剧,
+15,三傻大闹宝莱坞,9.2,0,拉库马·希拉尼 Rajkumar Hirani,阿米尔·汗 Aamir Khan / 卡...,2009,印度,剧情,
+16,机器人总动员,9.3,0,安德鲁·斯坦顿 Andrew Stanton,本·贝尔特 Ben Burtt / 艾丽...,2008,美国,科幻,
+17,放牛班的春天,9.3,0,克里斯托夫·巴拉蒂 Christophe Barratier,让-巴蒂斯特·莫尼...,2004,法国 瑞士 德国,剧情,
+18,无间道,9.3,0,刘伟强 / 麦兆辉,刘德华 Andy Lau / 梁朝伟 Tony Leung Chiu W...,2002,中国香港,剧情,
+19,控方证人,9.6,0,比利·怀尔德 Billy Wilder,泰隆·鲍华 Tyrone Power / 玛琳·...,1957,美国,剧情,
+20,寻梦环游记,9.1,0,李·昂克里奇 Lee Unkrich / 阿德里安·莫利纳 Adrian Molina,...,2017,美国,喜剧,
+21,大话西游之大圣娶亲,9.2,0,刘镇伟 Jeffrey Lau,周星驰 Stephen Chow / 吴孟达 Man Tat Ng...,1995,中国香港 中国大陆,喜剧,
+22,熔炉,9.3,0,黄东赫 Dong-hyuk Hwang,孔侑 Yoo Gong / 郑有美 Yu-mi Jung /...,2011,韩国,剧情,
+23,触不可及,9.3,0,奥利维·那卡什 Olivier Nakache / 艾力克·托兰达 Eric Toledano 主...,,2011,法国,剧情,
+24,教父,9.3,0,弗朗西斯·福特·科波拉 Francis Ford Coppola,马龙·白兰度 M...,1972,美国,剧情,
+25,末代皇帝,9.3,0,贝纳尔多·贝托鲁奇 Bernardo Bertolucci,尊龙 John Lone / 陈...,1987,英国 意大利 中国大陆 法国,剧情,
+26,哈利·波特与魔法石,9.2,0,Chris Columbus,Daniel Radcliffe / Emma Watson / Rupert Grint,2001,美国 英国,奇幻,
+27,当幸福来敲门,9.1,0,加布里尔·穆奇诺 Gabriele Muccino,威尔·史密斯 Will Smith ...,2006,美国,剧情,
+28,龙猫,9.2,0,宫崎骏 Hayao Miyazaki,日高法子 Noriko Hidaka / 坂本千夏 Ch...,1988,日本,动画,
+29,活着,9.3,0,张艺谋 Yimou Zhang,葛优 You Ge / 巩俐 Li Gong / 姜武 Wu Jiang,1994,中国大陆 中国香港,剧情,
+30,怦然心动,9.1,0,罗伯·莱纳 Rob Reiner,玛德琳·卡罗尔 Madeline Carroll / 卡...,2010,美国,剧情,
+31,蝙蝠侠：黑暗骑士,9.2,0,克里斯托弗·诺兰 Christopher Nolan,克里斯蒂安·贝尔 Christ...,2008,美国 英国,剧情,
+32,指环王3：王者无敌,9.3,0,彼得·杰克逊 Peter Jackson,伊利亚·伍德 Elijah Wood / 西恩...,2003,美国 新西兰,剧情,
+33,我不是药神,9.0,0,文牧野 Muye Wen,徐峥 Zheng Xu / 王传君 Chuanjun Wang / 周...,2018,中国大陆,剧情,
+34,乱世佳人,9.3,0,维克多·弗莱明 Victor Fleming / 乔治·库克 George Cukor,费...,1939,美国,剧情,
+35,飞屋环游记,9.1,0,彼特·道格特 Pete Docter / 鲍勃·彼德森 Bob Peterson,爱德...,2009,美国,剧情,
+36,让子弹飞,9.0,0,姜文 Wen Jiang,姜文 Wen Jiang / 葛优 You Ge / 周润发 Yun-F...,2010,中国大陆 中国香港,剧情,
+37,哈尔的移动城堡,9.1,0,宫崎骏 Hayao Miyazaki,倍赏千惠子 Chieko Baishô / 木村拓...,2004,日本,爱情,
+38,十二怒汉,9.4,0,西德尼·吕美特 Sidney Lumet,亨利·方达 Henry Fonda / 马丁...,1957,美国,剧情,
+39,海蒂和爷爷,9.3,0,阿兰·葛斯彭纳 Alain Gsponer,阿努克·斯特芬 Anuk Steffen /...,2015,德国 瑞士,剧情,
+40,素媛,9.3,0,李濬益 Jun-ik Lee,薛景求 Kyung-gu Sol / 严志媛 Ji-won Uhm ...,2013,韩国,剧情,
+41,猫鼠游戏,9.1,0,史蒂文·斯皮尔伯格 Steven Spielberg,莱昂纳多·迪卡普里奥 L...,2002,美国 加拿大,传记,
+42,天空之城,9.2,0,宫崎骏 Hayao Miyazaki,田中真弓 Mayumi Tanaka / 横泽启子 Ke...,1986,日本,动画,
+43,鬼子来了,9.3,0,姜文 Wen Jiang,姜文 Wen Jiang / 香川照之 Teruyuki Kagawa /...,2000,中国大陆,剧情,
+44,摔跤吧！爸爸,9.0,0,涅提·蒂瓦里 Nitesh Tiwari,阿米尔·汗 Aamir Khan / 法缇玛...,2016,印度,剧情,
+45,少年派的奇幻漂流,9.1,0,李安 Ang Lee,苏拉·沙玛 Suraj Sharma / 伊尔凡·可汗 Irrfan...,2012,美国 中国台湾 英国 加拿大,剧情,
+46,钢琴家,9.3,0,罗曼·波兰斯基 Roman Polanski,艾德里安·布洛迪 Adrien Brod...,2002,英国 法国 波兰 德国 美国,剧情,
+47,指环王2：双塔奇兵,9.2,0,彼得·杰克逊 Peter Jackson,伊利亚·伍德 Elijah Wood / 西恩...,2002,美国 新西兰,剧情,
+48,死亡诗社,9.2,0,彼得·威尔 Peter Weir,罗宾·威廉姆斯 Robin Williams / 罗伯...,1989,美国,剧情,
+49,大话西游之月光宝盒,9.0,0,刘镇伟 Jeffrey Lau,周星驰 Stephen Chow / 吴孟达 Man Tat Ng...,1995,中国香港 中国大陆,喜剧,
+50,绿皮书,8.9,0,彼得·法雷里 Peter Farrelly,维果·莫腾森 Viggo Mortensen /...,2018,美国 中国大陆,剧情,
+51,何以为家,9.1,0,娜丁·拉巴基 Nadine Labaki,扎因·拉费阿 Zain al-Rafeea / ...,2018,黎巴嫩 美国 法国 塞浦路斯 卡塔尔 英国,剧情,
+52,闻香识女人,9.1,0,马丁·布莱斯 Martin Brest,阿尔·帕西诺 Al Pacino / 克里斯...,1992,美国,剧情,
+53,大闹天宫,9.4,0,万籁鸣 Laiming Wan,邱岳峰 Yuefeng Qiu / 富润生 Runsheng Fu...,1961,1964(中国大陆),1978(中国大陆),
+54,黑客帝国,9.1,0,安迪·沃卓斯基 Andy Wachowski / 拉娜·沃卓斯基 Lana Wachowski 主...,,1999,美国,动作,
+55,指环王1：护戒使者,9.1,0,彼得·杰克逊 Peter Jackson,伊利亚·伍德 Elijah Wood / 西恩...,2001,新西兰 美国 英国,剧情,
+56,罗马假日,9.1,0,威廉·惠勒 William Wyler,奥黛丽·赫本 Audrey Hepburn / 格...,1953,美国,喜剧,
+57,教父2,9.3,0,弗朗西斯·福特·科波拉 Francis Ford Coppola,阿尔·帕西诺 A...,1974,美国,剧情,
+58,狮子王,9.1,0,Roger Allers / 罗伯·明可夫 Rob Minkoff,乔纳森·泰勒·托马...,1994,美国,动画,
+59,天堂电影院,9.2,0,朱塞佩·托纳多雷 Giuseppe Tornatore,菲利普·努瓦雷 Philipp...,1988,意大利 法国,剧情,
+60,饮食男女,9.2,0,李安 Ang Lee,郎雄 Sihung Lung / 杨贵媚 Kuei-Mei Yang / 吴...,1994,中国台湾 美国,剧情,
+61,辩护人,9.2,0,杨宇硕 Woo-seok Yang,宋康昊 Kang-ho Song / 金英爱 Yeong-ae...,2013,韩国,剧情,
+62,本杰明·巴顿奇事,9.0,0,大卫·芬奇 David Fincher,布拉德·皮特 Brad Pitt / 凯特·布...,2008,美国,剧情,
+63,搏击俱乐部,9.0,0,大卫·芬奇 David Fincher,爱德华·诺顿 Edward Norton / 布拉...,1999,美国,剧情,
+64,美丽心灵,9.1,0,朗·霍华德 Ron Howard,罗素·克劳 Russell Crowe / 艾德·哈...,2001,美国,传记,
+65,穿条纹睡衣的男孩,9.2,0,马克·赫尔曼 Mark Herman,阿萨·巴特菲尔德 Asa Butterfield ...,2008,英国 美国,剧情,
+66,哈利·波特与死亡圣器(下),9.0,0,大卫·叶茨 David Yates,丹尼尔·雷德克里夫 Daniel Radcliffe...,2011,美国 英国,奇幻,
+67,情书,8.9,0,岩井俊二 Shunji Iwai,中山美穗 Miho Nakayama / 丰川悦司 Ets...,1995,日本,剧情,
+68,两杆大烟枪,9.1,0,盖·里奇 Guy Ritchie,杰森·弗莱明 Jason Flemyng / 德克斯特...,1998,英国,剧情,
+69,窃听风暴,9.2,0,弗洛里安·亨克尔·冯·多纳斯马尔克 Florian Henckel von Donnersmarck &n...,,2006,德国,剧情,
+70,音乐之声,9.1,0,罗伯特·怀斯 Robert Wise,朱莉·安德鲁斯 Julie Andrews / 克...,1965,美国,剧情,
+71,功夫,8.9,0,周星驰 Stephen Chow,周星驰 Stephen Chow / 元秋 Qiu Yuen / ...,2004,中国大陆 中国香港,动作,
+72,哈利·波特与阿兹卡班的囚徒,9.0,0,阿方索·卡隆 Alfonso Cuarón,丹尼尔·雷德克里夫 Daniel Rad...,2004,英国 美国,奇幻,
+73,阿凡达,8.8,0,詹姆斯·卡梅隆 James Cameron,萨姆·沃辛顿 Sam Worthington ...,2009,美国,动作,
+74,西西里的美丽传说,8.9,0,朱塞佩·托纳多雷 Giuseppe Tornatore,莫妮卡·贝鲁奇 Monica ...,2000,意大利 美国,剧情,
+75,看不见的客人,8.8,0,奥里奥尔·保罗 Oriol Paulo,马里奥·卡萨斯 Mario Casas / 阿...,2016,西班牙,剧情,
+76,拯救大兵瑞恩,9.1,0,史蒂文·斯皮尔伯格 Steven Spielberg,汤姆·汉克斯 Tom Hanks...,1998,美国,剧情,
+77,沉默的羔羊,8.9,0,乔纳森·戴米 Jonathan Demme,朱迪·福斯特 Jodie Foster / 安...,1991,美国,剧情,
+78,小鞋子,9.2,0,马基德·马基迪 Majid Majidi,默罕默德·阿米尔·纳吉 Mohamma...,1997,伊朗,剧情,
+79,布达佩斯大饭店,8.9,0,韦斯·安德森 Wes Anderson,拉尔夫·费因斯 Ralph Fiennes / ...,2014,美国 德国 英国,剧情,
+80,蝴蝶效应,8.9,0,埃里克·布雷斯 Eric Bress / J·麦基·格鲁伯 J. Mackye Gruber 主...,,2004,美国 加拿大,剧情,
+81,飞越疯人院,9.1,0,米洛斯·福尔曼 Miloš Forman,杰克·尼科尔森 Jack Nichols...,1975,美国,剧情,
+82,还有明天,9.3,0,宝拉·柯特莱西 Paola Cortellesi,宝拉·柯特莱西 Paola Corte...,2023,意大利,剧情,
+83,禁闭岛,8.9,0,Martin Scorsese,莱昂纳多·迪卡普里奥 Leonardo DiCaprio / ...,2010,美国,剧情,
+84,心灵捕手,9.0,0,格斯·范·桑特 Gus Van Sant,马特·达蒙 Matt Damon / 罗宾·...,1997,美国,剧情,
+85,致命魔术,8.9,0,克里斯托弗·诺兰 Christopher Nolan,休·杰克曼 Hugh Jackman...,2006,英国 美国,剧情,
+86,低俗小说,8.9,0,昆汀·塔伦蒂诺 Quentin Tarantino,约翰·特拉沃尔塔 John Tra...,1994,美国,剧情,
+87,哈利·波特与密室,8.9,0,Chris Columbus,丹尼尔·雷德克里夫 Daniel Radcliffe / 艾玛...,2002,英国 美国,奇幻,
+88,超脱,9.0,0,托尼·凯耶 Tony Kaye,艾德里安·布洛迪 Adrien Brody / 马西...,2011,美国,剧情,
+89,一一,9.1,0,杨德昌 Edward Yang,吴念真 / 李凯莉 Kelly Lee / 金燕玲 Elai...,2000,中国台湾 日本,剧情,
+90,喜剧之王,8.8,0,周星驰 Stephen Chow / 李力持 Lik-Chi Lee,周星驰 Stephen Ch...,1999,中国香港,喜剧,
+91,杀人回忆,8.9,0,奉俊昊 Joon-ho Bong,宋康昊 Kang-ho Song / 金相庆 Sang-kyun...,2003,韩国,剧情,
+92,致命ID,8.9,0,詹姆斯·曼高德 James Mangold,约翰·库萨克 John Cusack / 雷...,2003,美国,剧情,
+93,摩登时代,9.3,0,查理·卓别林 Charles Chaplin,查理·卓别林 Charles Chaplin ...,1936,美国,剧情,
+94,春光乍泄,9.0,0,王家卫 Kar Wai Wong,张国荣 Leslie Cheung / 梁朝伟 Tony Leu...,1997,中国香港 日本 韩国,剧情,
+95,加勒比海盗,8.8,0,戈尔·维宾斯基 Gore Verbinski,约翰尼·德普 Johnny Depp / ...,2003,美国,动作,
+96,海豚湾,9.3,0,路易·西霍尤斯 Louie Psihoyos,路易·西霍尤斯 Louie Psihoyo...,2009,美国,纪录片,
+97,美国往事,9.1,0,赛尔乔·莱翁内 Sergio Leone,罗伯特·德尼罗 Robert De Niro ...,1984,美国 意大利,犯罪,
+98,红辣椒,9.0,0,今敏 Satoshi Kon,林原惠美 Megumi Hayashibara / 江守彻 Toru...,2006,日本,动画,
+99,七宗罪,8.8,0,大卫·芬奇 David Fincher,摩根·弗里曼 Morgan Freeman / 布...,1995,美国,剧情,
+100,唐伯虎点秋香,8.8,0,李力持 Lik-Chi Lee,周星驰 Stephen Chow / 巩俐 Li Gong / 陈...,1993,中国香港,喜剧,
+101,狩猎,9.1,0,托马斯·温特伯格 Thomas Vinterberg,麦斯·米科尔森 Mads Mik...,2012,丹麦 瑞典,剧情,
+102,幽灵公主,8.9,0,宫崎骏 Hayao Miyazaki,松田洋治 Yôji Matsuda / 石田百合...,1997,日本,动画,
+103,甜蜜蜜,8.9,0,陈可辛 Peter Chan,黎明 Leon Lai / 张曼玉 Maggie Cheung / ...,1996,中国香港,剧情,
+104,寄生虫,8.8,0,奉俊昊 Joon-ho Bong,宋康昊 Kang-ho Song / 李善均 Seon-gyun...,2019,韩国,剧情,
+105,天书奇谭,9.2,0,王树忱 Shuchen Wang / 钱运达 Yunda Qian,丁建华 Jianhua Din...,1983,2021,中国大陆,
+106,蝙蝠侠：黑暗骑士崛起,8.9,0,克里斯托弗·诺兰 Christopher Nolan,克里斯蒂安·贝尔 Christ...,2012,美国 英国,剧情,
+107,超能陆战队,8.8,0,唐·霍尔 Don Hall / 克里斯·威廉姆斯 Chris Williams,斯科特...,2014,美国,喜剧,
+108,7号房的礼物,8.9,0,李焕庆 Hwan-kyeong Lee,柳承龙 Seung-yong Ryoo / 朴信惠 Shi...,2013,韩国,剧情,
+109,茶馆,9.5,0,谢添 Tian Xie,于是之 Shizhi Yu / 郑榕 Rong Zhen / 蓝天野 T...,1982,中国大陆,剧情,
+110,第六感,8.9,0,M·奈特·沙马兰 M. Night Shyamalan,布鲁斯·威利斯 Bruce Wi...,1999,美国,剧情,
+111,爱在黎明破晓前,8.8,0,理查德·林克莱特 Richard Linklater,伊桑·霍克 Ethan Hawke ...,1995,美国 奥地利 瑞士,剧情,
+112,爱在日落黄昏时,8.9,0,理查德·林克莱特 Richard Linklater,伊桑·霍克 Ethan Hawke ...,2004,美国 法国,剧情,
+113,被嫌弃的松子的一生,8.8,0,中岛哲也 Tetsuya Nakashima,中谷美纪 Miki Nakatani / 瑛太 E...,2006,日本,剧情,
+114,头脑特工队,8.8,0,彼特·道格特 Pete Docter / 罗纳尔多·德尔·卡门 Ronaldo Del Carmen &nb...,,2015,美国,喜剧,
+115,哈利·波特与火焰杯,8.8,0,迈克·内威尔 Mike Newell,丹尼尔·雷德克里夫 Daniel Radclif...,2005,英国 美国,悬疑,
+116,未麻的部屋,9.1,0,今敏 Satoshi Kon,岩男润子 Junko Iwao / 松本梨香 Rica Matsu...,1997,日本,剧情,
+117,重庆森林,8.8,0,王家卫 Kar Wai Wong,林青霞 Brigitte Lin / 金城武 Takeshi K...,1994,中国香港,剧情,
+118,借东西的小人阿莉埃蒂,8.9,0,米林宏昌 Hiromasa Yonebayashi,志田未来 Mirai Shida / 神木...,2010,日本,动画,
+119,菊次郎的夏天,8.9,0,北野武 Takeshi Kitano,北野武 Takeshi Kitano / 关口雄介 Yus...,1999,日本,剧情,
+120,入殓师,8.9,0,泷田洋二郎 Yôjirô Takita,本木雅弘 Masahiro Motoki / ...,2008,日本,剧情,
+121,断背山,8.8,0,李安 Ang Lee,希斯·莱杰 Heath Ledger / 杰克·吉伦哈尔 Jake...,2005,美国 加拿大,剧情,
+122,剪刀手爱德华,8.7,0,蒂姆·波顿 Tim Burton,约翰尼·德普 Johnny Depp / 薇诺娜·...,1990,美国,剧情,
+123,勇敢的心,8.9,0,梅尔·吉布森 Mel Gibson,梅尔·吉布森 Mel Gibson / 苏菲·玛...,1995,美国,动作,
+124,时空恋旅人,8.8,0,理查德·柯蒂斯 Richard Curtis,多姆纳尔·格里森 Domhnall Gl...,2013,英国 美国,喜剧,
+125,驯龙高手,8.8,0,迪恩·德布洛斯 Dean DeBlois / 克里斯·桑德斯 Chris Sanders,...,2010,美国,动画,
+126,消失的爱人,8.7,0,大卫·芬奇 David Fincher,本·阿弗莱克 Ben Affleck / 罗莎蒙...,2014,美国,剧情,
+127,无人知晓,9.1,0,是枝裕和 Hirokazu Koreeda,柳乐优弥 Yûya Yagira / 北浦爱...,2004,日本,剧情,
+128,傲慢与偏见,8.7,0,乔·怀特 Joe Wright,凯拉·奈特莉 Keira Knightley / 马修·...,2005,法国 英国 美国,剧情,
+129,倩女幽魂,8.8,0,程小东 Siu-Tung Ching,张国荣 Leslie Cheung / 王祖贤 Joey W...,1987,中国香港,爱情,
+130,新世界,8.9,0,朴勋政 Hoon-jung Park,李政宰 Jung-Jae Lee / 崔岷植 Min-sik...,2013,韩国,剧情,
+131,花样年华,8.8,0,王家卫 Kar Wai Wong,张曼玉 Maggie Cheung / 梁朝伟 Tony Leu...,2000,中国香港,剧情,
+132,玩具总动员3,8.9,0,李·昂克里奇 Lee Unkrich,汤姆·汉克斯 Tom Hanks / 蒂姆·艾...,2010,美国,喜剧,
+133,一个叫欧维的男人决定去死,8.9,0,汉内斯·赫尔姆 Hannes Holm,罗夫·拉斯加德 Rolf Lassgård...,2015,瑞典,剧情,
+134,色，戒,8.7,0,李安 Ang Lee,梁朝伟 Tony Leung Chiu Wai / 汤唯 Wei Tang / ...,2007,中国台湾 中国大陆 美国 中国香港,剧情,
+135,完美的世界,9.1,0,克林特·伊斯特伍德 Clint Eastwood,凯文·科斯特纳 Kevin Cos...,1993,美国,剧情,
+136,阳光灿烂的日子,8.8,0,姜文 Wen Jiang,夏雨 Yu Xia / 宁静 Jing Ning / 陶虹 Hong Tao,1994,中国大陆 中国香港,剧情,
+137,怪兽电力公司,8.8,0,彼特·道格特 Pete Docter / 大卫·斯沃曼 David Silverman,约...,2001,美国,儿童,
+138,教父3,9.0,0,弗朗西斯·福特·科波拉 Francis Ford Coppola,阿尔·帕西诺 A...,1990,美国,剧情,
+139,小森林 夏秋篇,9.0,0,森淳一 Junichi Mori,桥本爱 Ai Hashimoto / 三浦贵大 Takahir...,2014,日本,剧情,
+140,天使爱美丽,8.7,0,让-皮埃尔·热内 Jean-Pierre Jeunet,奥黛丽·塔图 Audrey Tau...,2001,法国 德国,剧情,
+141,侧耳倾听,8.9,0,近藤喜文 Yoshifumi Kondo,本名阳子 Youko Honna / 小林桂树 K...,1995,日本,剧情,
+142,哪吒闹海,9.2,0,王树忱 Shuchen Wang / 严定宪 Dingxian Yan,梁正晖 Zhenghui ...,1979,中国大陆,冒险,
+143,九品芝麻官,8.8,0,王晶 Jing Wong,周星驰 Stephen Chow / 吴孟达 Man Tat Ng / ...,1994,中国香港,剧情,
+144,被解救的姜戈,8.8,0,昆汀·塔伦蒂诺 Quentin Tarantino,杰米·福克斯 Jamie Foxx /...,2012,美国,剧情,
+145,请以你的名字呼唤我,8.8,0,卢卡·瓜达尼诺 Luca Guadagnino,艾米·汉莫 Armie Hammer / ...,2017,意大利 法国 巴西 美国,剧情,
+146,幸福终点站,8.8,0,史蒂文·斯皮尔伯格 Steven Spielberg,汤姆·汉克斯 Tom Hanks...,2004,美国,喜剧,
+147,釜山行,8.6,0,延尚昊 Sang-ho Yeon,孔刘 Yoo Gong / 郑有美 Yu-mi Jung / 马...,2016,韩国,动作,
+148,神偷奶爸,8.7,0,皮艾尔·柯芬 Pierre Coffin / 克里斯·雷纳德 Chris Renaud,...,2010,美国 法国,喜剧,
+149,小森林 冬春篇,9.0,0,森淳一 Junichi Mori,桥本爱 Ai Hashimoto / 三浦贵大 Takahir...,2015,日本,剧情,
+150,喜宴,9.0,0,李安 Ang Lee,赵文瑄 Winston Chao / 归亚蕾 Ya-lei Kuei / 郎...,1993,中国台湾 美国,剧情,
+151,萤火之森,8.8,0,大森贵弘 Takahiro Omori,佐仓绫音 Ayane Sakura / 内山昂辉 K...,2011,日本,剧情,
+152,告白,8.8,0,中岛哲也 Tetsuya Nakashima,松隆子 Takako Matsu / 冈田将生 ...,2010,日本,剧情,
+153,玛丽和麦克斯,9.0,0,亚当·艾略特 Adam Elliot,托妮·科莱特 Toni Collette / 菲利...,2009,澳大利亚 美国,剧情,
+154,七武士,9.3,0,黑泽明 Akira Kurosawa,三船敏郎 Toshirô Mifune / 志村乔 ...,1954,日本,动作,
+155,头号玩家,8.6,0,史蒂文·斯皮尔伯格 Steven Spielberg,泰伊·谢里丹 Tye Sheri...,2018,美国,动作,
+156,模仿游戏,8.8,0,莫滕·泰杜姆 Morten Tyldum,本尼迪克特·康伯巴奇 Benedict C...,2014,英国 美国,剧情,
+157,惊魂记,9.0,0,阿尔弗雷德·希区柯克 Alfred Hitchcock,安东尼·博金斯 Antho...,1960,美国,悬疑,
+158,大鱼,8.8,0,蒂姆·波顿 Tim Burton,伊万·麦克格雷格 Ewan McGregor / 阿...,2003,美国,剧情,
+159,机器人之梦,9.1,0,巴勃罗·贝格尔 Pablo Berger,伊万·拉班达 Ivan Labanda,2023,西班牙 法国,剧情,
+160,心灵奇旅,8.7,0,彼特·道格特 Pete Docter / 凯普·鲍尔斯 Kemp Powers,杰米·...,2020,美国,动画,
+161,背靠背，脸对脸,9.5,0,黄建新 Jianxin Huang / 杨亚洲 Yazhou Yang,牛振华 Zhenhua N...,1994,中国大陆 中国香港,剧情,
+162,射雕英雄传之东成西就,8.7,0,刘镇伟 Jeffrey Lau,梁朝伟 Tony Leung Chiu Wai / 林青霞 Bri...,1993,中国香港,喜剧,
+163,血战钢锯岭,8.7,0,梅尔·吉布森 Mel Gibson,安德鲁·加菲尔德 Andrew Garfield /...,2016,澳大利亚 美国,剧情,
+164,你的名字。,8.5,0,新海诚 Makoto Shinkai,神木隆之介 Ryûnosuke Kamiki / 上...,2016,日本,剧情,
+165,我是山姆,9.0,0,杰茜·尼尔森 Jessie Nelson,Sean Penn / Dakota Fanning / Mi...,2001,美国,剧情,
+166,阳光姐妹淘,8.8,0,姜炯哲 Hyeong-Cheol Kang,沈恩京 Eun-kyung Shim / 闵孝琳 Hy...,2011,韩国,剧情,
+167,恐怖直播,8.7,0,金秉祐 Byeong-woo Kim,河正宇 Jung-woo Ha / 李璟荣 Kyeong-y...,2013,韩国,剧情,
+168,黑客帝国3：矩阵革命,8.8,0,拉娜·沃卓斯基 Lana Wachowski / 莉莉·沃卓斯基 Lilly Wachowski ...,,2003,美国,动作,
+169,末路狂花,9.0,0,雷德利·斯科特 Ridley Scott,吉娜·戴维斯 Geena Davis / 苏...,1991,美国 英国 法国,犯罪,
+170,高山下的花环,9.5,0,谢晋 Jin Xie,吕晓禾 Xiaohe Lü / 唐国强 Guoqiang Tang / 何...,1984,1985,中国大陆,
+171,小丑,8.7,0,托德·菲利普斯 Todd Phillips,杰昆·菲尼克斯 Joaquin Phoeni...,2019,美国 加拿大,剧情,
+172,谍影重重3,8.9,0,保罗·格林格拉斯 Paul Greengrass,马特·达蒙 Matt Damon / ...,2007,美国 德国 法国 英国,动作,
+173,三块广告牌,8.7,0,马丁·麦克唐纳 Martin McDonagh,弗兰西斯·麦克多蒙德 France...,2017,英国 美国,剧情,
+174,电锯惊魂,8.7,0,詹姆斯·温 James Wan,雷·沃纳尔 Leigh Whannell / 加利·艾...,2004,美国,悬疑,
+175,无间道2,8.8,0,刘伟强 Andrew Lau / 麦兆辉 Alan Mak,陈冠希 Edison Chen / ...,2003,中国香港,剧情,
+176,达拉斯买家俱乐部,8.8,0,让-马克·瓦雷 Jean-Marc Vallée,马修·麦康纳 Matthew McCon...,2013,美国,剧情,
+177,疯狂原始人,8.7,0,科克·德·米科 Kirk De Micco / 克里斯·桑德斯 Chris Sanders 主演...,,2013,美国,喜剧,
+178,绿里奇迹,8.9,0,弗兰克·德拉邦特 Frank Darabont,汤姆·汉克斯 Tom Hanks / ...,1999,美国,犯罪,
+179,爱在午夜降临前,8.9,0,理查德·林克莱特 Richard Linklater,伊桑·霍克 Ethan Hawke ...,2013,美国 希腊,剧情,
+180,疯狂的石头,8.6,0,宁浩 Hao Ning,郭涛 Tao Guo / 刘桦 Hua Liu / 连晋 Teddy Lin,2006,中国大陆 中国香港,喜剧,
+181,雨中曲,9.1,0,斯坦利·多南 Stanley Donen / 吉恩·凯利 Gene Kelly,吉恩·...,1952,美国,喜剧,
+182,2001太空漫游,8.9,0,斯坦利·库布里克 Stanley Kubrick,凯尔·杜拉 Keir Dullea / ...,1968,英国 美国,科幻,
+183,海街日记,8.8,0,是枝裕和 Hirokazu Koreeda,绫濑遥 Haruka Ayase / 长泽雅美 M...,2015,日本,剧情,
+184,风之谷,8.9,0,宫崎骏 Hayao Miyazaki,岛本须美 Sumi Shimamoto / 松田洋治 Y...,1984,日本,动画,
+185,上帝之城,9.0,0,费尔南多·梅里尔斯 Fernando Meirelles / 卡迪亚·兰德 Kátia Lund ...,,2002,巴西 法国,犯罪,
+186,心迷宫,8.7,0,忻钰坤 Yukun Xin,霍卫民 Weimin Huo / 王笑天 Xiaotian Wang ...,2014,中国大陆,剧情,
+187,英雄本色,8.6,0,吴宇森 John Woo,周润发 Yun-Fat Chow / 狄龙 Lung Ti / 张国...,1986,中国香港,剧情,
+188,记忆碎片,8.7,0,克里斯托弗·诺兰 Christopher Nolan,盖·皮尔斯 Guy Pearce /...,2000,美国,犯罪,
+189,纵横四海,8.8,0,吴宇森 John Woo,周润发 Yun-Fat Chow / 张国荣 Leslie Cheung...,1991,中国香港,剧情,
+190,无敌破坏王,8.7,0,瑞奇·莫尔 Rich Moore,约翰·C·赖利 John C. Reilly / 萨拉...,2012,美国,喜剧,
+191,卢旺达饭店,8.9,0,特瑞·乔治 Terry George,唐·钱德尔 Don Cheadle / 苏菲·奥...,2004,英国 南非 意大利 美国,剧情,
+192,牯岭街少年杀人事件,8.9,0,杨德昌 Edward Yang,张震 Chen Chang / 杨静怡 Lisa Yang / 张...,1991,中国台湾,剧情,
+193,恐怖游轮,8.5,0,克里斯托弗·史密斯 Christopher Smith,梅利莎·乔治 Melissa ...,2009,英国 澳大利亚,科幻,
+194,东京教父,9.0,0,今敏 Satoshi Kon,江守彻 Toru Emori / 梅垣义明 Yoshiaki Ume...,2003,日本,剧情,
+195,小偷家族,8.7,0,是枝裕和 Hirokazu Koreeda,中川雅也 Lily Franky / 安藤樱 Sa...,2018,日本,剧情,
+196,魔女宅急便,8.7,0,宫崎骏 Hayao Miyazaki,高山南 Minami Takayama / 佐久间玲 Re...,1989,日本,动画,
+197,冰川时代,8.7,0,卡洛斯·沙尔丹哈 Carlos Saldanha / 克里斯·韦奇 Chris Wedge 主演...,,2002,美国,喜剧,
+198,芙蓉镇,9.3,0,谢晋 Jin Xie,刘晓庆 Xiaoqing Liu / 姜文 Wen Jiang / 郑在石...,1987,中国大陆,剧情,
+199,忠犬八公物语,9.2,0,神山征二郎 Seijirô Kôyama,仲代达矢 Tatsuya Nakadai /...,1987,日本,剧情,
+200,岁月神偷,8.7,0,罗启锐 Alex Law,吴君如 Sandra Ng / 任达华 Simon Yam / 钟绍...,2010,中国香港 中国大陆,剧情,
+201,遗愿清单,8.7,0,罗伯·莱纳 Rob Reiner,杰克·尼科尔森 Jack Nicholson / 摩根...,2007,美国,冒险,
+202,荒蛮故事,8.7,0,达米安·斯兹弗隆 Damián Szifron,达里奥·葛兰帝内提 Darío...,2014,阿根廷 西班牙,剧情,
+203,大佛普拉斯,8.7,0,黄信尧 Hsin-yao Huang,庄益增 Yizeng Zhuang / 陈竹昇 Chu-sh...,2017,中国台湾,剧情,
+204,源代码,8.6,0,邓肯·琼斯 Duncan Jones,杰克·吉伦哈尔 Jake Gyllenhaal / ...,2011,美国 加拿大,科幻,
+205,花束般的恋爱,8.6,0,土井裕泰 Nobuhiro Doi,菅田将晖 Masaki Suda / 有村架纯 Kasu...,2021,日本,剧情,
+206,白日梦想家,8.6,0,本·斯蒂勒 Ben Stiller,本·斯蒂勒 Ben Stiller / 克里斯汀·...,2013,美国 英国,剧情,
+207,爱乐之城,8.4,0,达米恩·查泽雷 Damien Chazelle,瑞恩·高斯林 Ryan Gosling /...,2016,美国,剧情,
+208,疯狂的麦克斯4：狂暴之路,8.7,0,乔治·米勒 George Miller,汤姆·哈迪 Tom Hardy / 查理兹·塞...,2015,澳大利亚 美国,动作,
+209,可可西里,8.9,0,陆川 Chuan Lu,多布杰 Duobujie / 张磊 Lei Zhang / 亓亮 Qi L...,2004,中国大陆 中国香港,剧情,
+210,你看起来好像很好吃,8.9,0,藤森雅也 Masaya Fujimori,山口胜平 Kappei Yamaguchi / 爱河...,2010,日本,剧情,
+211,贫民窟的百万富翁,8.6,0,丹尼·鲍尔 Danny Boyle / 洛芙琳·坦丹 Loveleen Tandan,戴夫...,2008,英国,剧情,
+212,波西米亚狂想曲,8.6,0,布莱恩·辛格 Bryan Singer,拉米·马雷克 Rami Malek / 本·哈...,2018,英国 美国,剧情,
+213,城市之光,9.3,0,查理·卓别林 Charles Chaplin,查理·卓别林 Charles Chaplin ...,1931,美国,喜剧,
+214,爆裂鼓手,8.6,0,达米恩·查泽雷 Damien Chazelle,迈尔斯·特勒 Miles Teller /...,2014,美国,剧情,
+215,青蛇,8.6,0,徐克 Hark Tsui,张曼玉 Maggie Cheung / 王祖贤 Joey Wang / ...,1993,中国香港 中国大陆,剧情,
+216,哈利·波特与死亡圣器(上),8.6,0,大卫·叶茨 David Yates,丹尼尔·雷德克里夫 Daniel Radcliffe...,2010,英国 美国,奇幻,
+217,无耻混蛋,8.7,0,昆汀·塔伦蒂诺 Quentin Tarantino,布拉德·皮特 Brad Pitt / ...,2009,德国 美国,剧情,
+218,东邪西毒,8.6,0,王家卫 Kar Wai Wong,张国荣 Leslie Cheung / 林青霞 Brigitte...,1994,中国香港 中国台湾,剧情,
+219,终结者2：审判日,8.8,0,詹姆斯·卡梅隆 James Cameron,阿诺·施瓦辛格 Arnold Schwarz...,1991,美国 法国,动作,
+220,大红灯笼高高挂,8.8,0,张艺谋 Yimou Zhang,巩俐 Li Gong / 马精武 Jingwu Ma / 何赛...,1991,中国大陆 中国香港 中国台湾,剧情,
+221,黑天鹅,8.6,0,达伦·阿罗诺夫斯基 Darren Aronofsky,娜塔莉·波特曼 Natalie...,2010,美国,剧情,
+222,新龙门客栈,8.7,0,李惠民 Raymond Lee,张曼玉 Maggie Cheung / 林青霞 Brigitte ...,1992,中国香港 中国大陆,动作,
+223,初恋这件小事,8.5,0,普特鹏·普罗萨卡·那·萨克那卡林 Puttipong Promsaka Na Sakolnakorn / 华森·波克彭...,,2010,泰国,剧情,
+224,千钧一发,8.8,0,安德鲁·尼科尔 Andrew Niccol,伊桑·霍克 Ethan Hawke / 乌玛...,1997,美国,剧情,
+225,人工智能,8.7,0,史蒂文·斯皮尔伯格 Steven Spielberg,海利·乔·奥斯蒙 Haley...,2001,美国,剧情,
+226,崖上的波妞,8.6,0,宫崎骏 Hayao Miyazaki,奈良柚莉爱 Yuria Nara / 土井洋辉 Hir...,2008,日本,动画,
+227,雨人,8.7,0,巴瑞·莱文森 Barry Levinson,达斯汀·霍夫曼 Dustin Hoffman ...,1988,美国,剧情,
+228,虎口脱险,8.9,0,杰拉尔·乌里 Gérard Oury,路易·德·菲耐斯 Louis de Funès...,1966,法国 英国,喜剧,
+229,哈利·波特与凤凰社,8.6,0,大卫·叶茨 David Yates,丹尼尔·雷德克里夫 Daniel Radcliffe...,2007,英国 美国,奇幻,
+230,彗星来的那一夜,8.6,0,詹姆斯·沃德·布柯特 James Ward Byrkit,艾米丽·芭尔多尼 Em...,2013,美国 英国,科幻,
+231,罗生门,8.8,0,黑泽明 Akira Kurosawa,三船敏郎 Toshirô Mifune / 京町子 ...,1950,日本,剧情,
+232,海边的曼彻斯特,8.6,0,肯尼斯·罗纳根 Kenneth Lonergan,卡西·阿弗莱克 Casey Affle...,2016,美国,剧情,
+233,恋恋笔记本,8.5,0,尼克·卡索维茨 Nick Cassavetes,瑞恩·高斯林 Ryan Gosling /...,2004,美国,剧情,
+234,火星救援,8.5,0,雷德利·斯科特 Ridley Scott,马特·达蒙 Matt Damon / 杰西卡...,2015,英国 美国 匈牙利 约旦,剧情,
+235,真爱至上,8.5,0,理查德·柯蒂斯 Richard Curtis,休·格兰特 Hugh Grant / 连姆...,2003,英国 美国 法国,喜剧,
+236,黑客帝国2：重装上阵,8.7,0,拉娜·沃卓斯基 Lana Wachowski / 莉莉·沃卓斯基 Lilly Wachowski ...,,2003,美国,动作,
+237,冰雪奇缘,8.5,0,克里斯·巴克 Chris Buck / 珍妮弗·李 Jennifer Lee,克里斯汀...,2013,美国,喜剧,
+238,步履不停,8.8,0,是枝裕和 Hirokazu Koreeda,阿部宽 Hiroshi Abe / 夏川结衣 Yu...,2008,日本,剧情,
+239,奇迹男孩,8.6,0,斯蒂芬·卓博斯基 Stephen Chbosky,雅各布·特伦布莱 Jacob Tr...,2017,美国 中国香港,剧情,
+240,千年女优,8.8,0,今敏 Satoshi Kon,庄司美代子 Miyoko Shôji / 小山茉美 Mam...,2001,日本,动画,
+241,谍影重重2,8.7,0,保罗·格林格拉斯 Paul Greengrass,马特·达蒙 Matt Damon / ...,2004,美国 德国,动作,
+242,战争之王,8.7,0,安德鲁·尼科尔 Andrew Niccol,尼古拉斯·凯奇 Nicolas Cage /...,2005,美国 德国,剧情,
+243,蜘蛛侠：平行宇宙,8.6,0,鲍勃·佩尔西凯蒂 Bob Persichetti / 彼得·拉姆齐 Peter Ramsey 主...,,2018,美国,动作,
+244,攻壳机动队,9.0,0,押井守 Mamoru Oshii,田中敦子 Atsuko Tanaka / 大冢明夫 Akio...,1995,日本,动作,
+245,血钻,8.7,0,爱德华·兹威克 Edward Zwick,莱昂纳多·迪卡普里奥 Leonardo ...,2006,美国 德国 英国,剧情,
+246,小姐,8.5,0,朴赞郁 Chan-wook Park,金敏喜 Min-hee Kim / 金泰梨 Tae-ri K...,2016,韩国,剧情,
+247,隐藏人物,8.9,0,特奥多尔·梅尔菲 Theodore Melfi,塔拉吉·P·汉森 Taraji P. ...,2016,美国,剧情,
+248,血观音,8.6,0,杨雅喆 Ya-che Yang,惠英红 Kara Wai Ying Hung / 吴可熙 Wu K...,2017,中国台湾,剧情,
+249,魂断蓝桥,8.8,0,茂文·勒鲁瓦 Mervyn LeRoy,费雯·丽 Vivien Leigh / 罗伯特·...,1940,美国,剧情,
+250,房间,8.7,0,伦尼·阿伯拉罕森 Lenny Abrahamson,布丽·拉尔森 Brie Larson...,2015,爱尔兰 加拿大 英国 美国,剧情,
diff --git a/project2/job-crawler.iml b/project2/job-crawler.iml
new file mode 100644
index 0000000..abe781f
--- /dev/null
+++ b/project2/job-crawler.iml
@@ -0,0 +1,8 @@
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/project2/lib/jcommon-1.0.24.jar b/project2/lib/jcommon-1.0.24.jar
new file mode 100644
index 0000000..4f1015d
Binary files /dev/null and b/project2/lib/jcommon-1.0.24.jar differ
diff --git a/project2/lib/jfreechart-1.5.4.jar b/project2/lib/jfreechart-1.5.4.jar
new file mode 100644
index 0000000..ddd7c23
Binary files /dev/null and b/project2/lib/jfreechart-1.5.4.jar differ
diff --git a/project2/lib/jsoup-1.17.2.jar b/project2/lib/jsoup-1.17.2.jar
new file mode 100644
index 0000000..52ae16d
Binary files /dev/null and b/project2/lib/jsoup-1.17.2.jar differ
diff --git a/project2/movie_genre_distribution.png b/project2/movie_genre_distribution.png
new file mode 100644
index 0000000..581f0eb
Binary files /dev/null and b/project2/movie_genre_distribution.png differ
diff --git a/project2/movie_rating_distribution.png b/project2/movie_rating_distribution.png
new file mode 100644
index 0000000..7427d4e
Binary files /dev/null and b/project2/movie_rating_distribution.png differ
diff --git a/project2/movie_year_distribution.png b/project2/movie_year_distribution.png
new file mode 100644
index 0000000..33bfdf0
Binary files /dev/null and b/project2/movie_year_distribution.png differ
diff --git a/project2/movie_year_rating.png b/project2/movie_year_rating.png
new file mode 100644
index 0000000..b22c559
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diff --git a/project2/pom.xml b/project2/pom.xml
new file mode 100644
index 0000000..cb91a0d
--- /dev/null
+++ b/project2/pom.xml
@@ -0,0 +1,53 @@
+
+
+ 4.0.0
+
+ com.crawler
+ job-crawler
+ 1.0-SNAPSHOT
+
+
+ 1.8
+ 1.8
+ UTF-8
+
+
+
+
+
+ org.jsoup
+ jsoup
+ 1.17.2
+
+
+
+
+ org.jfree
+ jfreechart
+ 1.5.4
+
+
+
+
+ org.jfree
+ jcommon
+ 1.0.24
+
+
+
+
+
+
+ org.apache.maven.plugins
+ maven-compiler-plugin
+ 3.8.1
+
+ ${maven.compiler.source}
+ ${maven.compiler.target}
+
+
+
+
+
\ No newline at end of file
diff --git a/project2/soft_ranking_1777443554627.csv b/project2/soft_ranking_1777443554627.csv
new file mode 100644
index 0000000..580807c
--- /dev/null
+++ b/project2/soft_ranking_1777443554627.csv
@@ -0,0 +1,31 @@
+排名,学校名称,省份,类型,总分
+1,清华大学,北京,综合,1087
+2,北京大学,北京,综合,1036
+3,浙江大学,浙江,综合,895
+4,上海交通大学,上海,综合,894
+5,复旦大学,上海,综合,792
+6,南京大学,江苏,综合,708
+7,中国科学技术大学,安徽,理工,653
+8,武汉大学,湖北,综合,638
+9,华中科技大学,湖北,综合,638
+10,西安交通大学,陕西,综合,620
+11,北京航空航天大学,北京,理工,612
+12,哈尔滨工业大学,黑龙江,理工,607
+13,中山大学,广东,综合,597
+14,北京理工大学,北京,理工,595
+15,东南大学,江苏,综合,592
+16,四川大学,四川,综合,581
+17,中国人民大学,北京,综合,558
+18,同济大学,上海,综合,556
+19,北京师范大学,北京,师范,553
+20,天津大学,天津,理工,544
+21,南开大学,天津,综合,528
+22,山东大学,山东,综合,527
+23,西北工业大学,陕西,理工,519
+24,中国农业大学,北京,农业,519
+25,厦门大学,福建,综合,512
+26,吉林大学,吉林,综合,498
+27,中南大学,湖南,综合,497
+28,大连理工大学,辽宁,理工,495
+29,华东师范大学,上海,师范,469
+30,南方科技大学,广东,综合,466
diff --git a/project2/src/main/java/com/crawler/MovieMain.class b/project2/src/main/java/com/crawler/MovieMain.class
new file mode 100644
index 0000000..e09b3e9
Binary files /dev/null and b/project2/src/main/java/com/crawler/MovieMain.class differ
diff --git a/project2/src/main/java/com/crawler/MovieMain.java b/project2/src/main/java/com/crawler/MovieMain.java
new file mode 100644
index 0000000..758f6a2
--- /dev/null
+++ b/project2/src/main/java/com/crawler/MovieMain.java
@@ -0,0 +1,132 @@
+package com.crawler;
+
+import com.crawler.chart.ChartGenerator;
+import com.crawler.chart.ChartManager;
+import com.crawler.chart.impl.GenreDistributionChartGenerator;
+import com.crawler.chart.impl.RatingDistributionChartGenerator;
+import com.crawler.chart.impl.YearDistributionChartGenerator;
+import com.crawler.chart.impl.YearRatingChartGenerator;
+import com.crawler.chart.model.Movie;
+import com.crawler.chart.model.SoftRanking;
+import com.crawler.chart.model.WeatherData;
+import com.crawler.spider.DoubanSpider;
+import com.crawler.spider.SoftSpider;
+import com.crawler.spider.WeatherSpider;
+import com.crawler.utils.DataUtils;
+import com.crawler.ui.MovieResultDisplay;
+
+import java.util.List;
+import java.util.Scanner;
+
+public class MovieMain {
+ public static void main(String[] args) {
+ Scanner scanner = new Scanner(System.in);
+
+ try {
+ System.out.println("请选择要爬取的数据：");
+ System.out.println("1. 豆瓣电影Top250");
+ System.out.println("2. 软科中国大学排名");
+ System.out.println("3. 长沙天气数据");
+ System.out.println("4. 全部爬取");
+ System.out.print("请输入选择(1-4): ");
+
+ int choice = scanner.nextInt();
+
+ if (choice == 1 || choice == 4) {
+ crawlDoubanMovies();
+ }
+
+ if (choice == 2 || choice == 4) {
+ crawlSoftRanking();
+ }
+
+ if (choice == 3 || choice == 4) {
+ crawlWeather();
+ }
+
+ System.out.println("\n爬虫任务完成！");
+
+ } catch (Exception e) {
+ e.printStackTrace();
+ } finally {
+ scanner.close();
+ }
+ }
+
+ private static void crawlDoubanMovies() throws Exception {
+ System.out.println("\n开始爬取豆瓣电影Top250数据...");
+
+ DoubanSpider spider = new DoubanSpider();
+ List movieList = spider.crawlMovies();
+
+ List cleanedMovies = movieList.stream()
+ .map(DataUtils::cleanMovie)
+ .filter(movie -> movie != null)
+ .toList();
+
+ DataUtils.writeMovieToCSV(cleanedMovies, "douban_movies.csv");
+ MovieResultDisplay.displayResults(cleanedMovies);
+
+ ChartManager chartManager = new ChartManager();
+
+ ChartGenerator ratingChart = new RatingDistributionChartGenerator();
+ ChartGenerator yearChart = new YearDistributionChartGenerator();
+ ChartGenerator genreChart = new GenreDistributionChartGenerator();
+ ChartGenerator yearRatingChart = new YearRatingChartGenerator();
+
+ chartManager.addChartGenerator(ratingChart);
+ chartManager.addChartGenerator(yearChart);
+ chartManager.addChartGenerator(genreChart);
+ chartManager.addChartGenerator(yearRatingChart);
+
+ chartManager.generateAllCharts(cleanedMovies);
+ }
+
+ private static void crawlSoftRanking() throws Exception {
+ System.out.println("\n开始爬取软科中国大学排名...");
+
+ SoftSpider spider = new SoftSpider();
+ List rankingList = spider.crawlSoftRanking();
+
+ if (!rankingList.isEmpty()) {
+ DataUtils.writeSoftRankingToCSV(rankingList, "soft_ranking.csv");
+
+ System.out.println("\n软科中国大学排名前10名：");
+ for (int i = 0; i < Math.min(10, rankingList.size()); i++) {
+ SoftRanking ranking = rankingList.get(i);
+ System.out.printf("%d. %s - %s - %d分%n",
+ ranking.getRank(),
+ ranking.getUniversityName(),
+ ranking.getProvince(),
+ ranking.getScore());
+ }
+ } else {
+ System.out.println("未获取到软科排名数据");
+ }
+ }
+
+ private static void crawlWeather() throws Exception {
+ System.out.println("\n开始爬取长沙天气数据...");
+
+ WeatherSpider spider = new WeatherSpider();
+ List weatherList = spider.crawlWeather();
+
+ if (!weatherList.isEmpty()) {
+ DataUtils.writeWeatherToCSV(weatherList, "changsha_weather.csv");
+
+ System.out.println("\n长沙近期天气：");
+ for (WeatherData weather : weatherList) {
+ System.out.printf("%s (%s): %s，温度 %s~%s，%s %s%n",
+ weather.getDate(),
+ weather.getWeek(),
+ weather.getWeather(),
+ weather.getLowTemp(),
+ weather.getHighTemp(),
+ weather.getWindDirection(),
+ weather.getWindLevel());
+ }
+ } else {
+ System.out.println("未获取到长沙天气数据");
+ }
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/analysis/MovieAnalyzer.class b/project2/src/main/java/com/crawler/analysis/MovieAnalyzer.class
new file mode 100644
index 0000000..a634245
Binary files /dev/null and b/project2/src/main/java/com/crawler/analysis/MovieAnalyzer.class differ
diff --git a/project2/src/main/java/com/crawler/analysis/MovieAnalyzer.java b/project2/src/main/java/com/crawler/analysis/MovieAnalyzer.java
new file mode 100644
index 0000000..9aff4a3
--- /dev/null
+++ b/project2/src/main/java/com/crawler/analysis/MovieAnalyzer.java
@@ -0,0 +1,119 @@
+package com.crawler.analysis;
+
+import com.crawler.chart.model.Movie;
+
+import java.util.*;
+import java.util.stream.Collectors;
+
+public class MovieAnalyzer {
+ // 统计电影评分分布
+ public static Map analyzeRatingDistribution(List movieList) {
+ Map ratingMap = new TreeMap<>();
+
+ for (Movie movie : movieList) {
+ if (movie != null) {
+ double rating = movie.getRating();
+ ratingMap.put(rating, ratingMap.getOrDefault(rating, 0) + 1);
+ }
+ }
+
+ return ratingMap;
+ }
+
+ // 统计电影年份分布
+ public static Map analyzeYearDistribution(List movieList) {
+ Map yearMap = new TreeMap<>();
+
+ for (Movie movie : movieList) {
+ if (movie != null && movie.getYear() != null) {
+ String year = movie.getYear();
+ yearMap.put(year, yearMap.getOrDefault(year, 0) + 1);
+ }
+ }
+
+ return yearMap;
+ }
+
+ // 统计电影类型分布
+ public static Map analyzeGenreDistribution(List movieList) {
+ Map genreMap = new HashMap<>();
+
+ for (Movie movie : movieList) {
+ if (movie != null && movie.getGenre() != null) {
+ String genre = movie.getGenre();
+ genreMap.put(genre, genreMap.getOrDefault(genre, 0) + 1);
+ }
+ }
+
+ return genreMap;
+ }
+
+ // 统计电影国家/地区分布
+ public static Map analyzeCountryDistribution(List movieList) {
+ Map countryMap = new HashMap<>();
+
+ for (Movie movie : movieList) {
+ if (movie != null && movie.getCountry() != null) {
+ String country = movie.getCountry();
+ countryMap.put(country, countryMap.getOrDefault(country, 0) + 1);
+ }
+ }
+
+ return countryMap;
+ }
+
+ // 分析导演作品数量排行
+ public static Map analyzeDirectorWorks(List movieList) {
+ Map directorMap = new HashMap<>();
+
+ for (Movie movie : movieList) {
+ if (movie != null && movie.getDirector() != null) {
+ String director = movie.getDirector();
+ directorMap.put(director, directorMap.getOrDefault(director, 0) + 1);
+ }
+ }
+
+ // 按作品数量排序
+ return directorMap.entrySet().stream()
+ .sorted(Map.Entry.comparingByValue().reversed())
+ .collect(Collectors.toMap(
+ Map.Entry::getKey,
+ Map.Entry::getValue,
+ (e1, e2) -> e1,
+ LinkedHashMap::new
+ ));
+ }
+
+ // 计算平均评分
+ public static double calculateAverageRating(List movieList) {
+ return movieList.stream()
+ .filter(Objects::nonNull)
+ .mapToDouble(Movie::getRating)
+ .average()
+ .orElse(0.0);
+ }
+
+ // 计算评分与年份的相关性（简单计算）
+ public static Map analyzeYearRatingCorrelation(List movieList) {
+ Map> yearRatingsMap = new TreeMap<>();
+
+ for (Movie movie : movieList) {
+ if (movie != null && movie.getYear() != null) {
+ String year = movie.getYear();
+ double rating = movie.getRating();
+ yearRatingsMap.computeIfAbsent(year, k -> new ArrayList<>()).add(rating);
+ }
+ }
+
+ // 计算每年的平均评分
+ Map yearAverageRatingMap = new TreeMap<>();
+ for (Map.Entry> entry : yearRatingsMap.entrySet()) {
+ String year = entry.getKey();
+ List ratings = entry.getValue();
+ double average = ratings.stream().mapToDouble(Double::doubleValue).average().orElse(0.0);
+ yearAverageRatingMap.put(year, average);
+ }
+
+ return yearAverageRatingMap;
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/chart/ChartGenerator.class b/project2/src/main/java/com/crawler/chart/ChartGenerator.class
new file mode 100644
index 0000000..27f984a
Binary files /dev/null and b/project2/src/main/java/com/crawler/chart/ChartGenerator.class differ
diff --git a/project2/src/main/java/com/crawler/chart/ChartGenerator.java b/project2/src/main/java/com/crawler/chart/ChartGenerator.java
new file mode 100644
index 0000000..739481b
--- /dev/null
+++ b/project2/src/main/java/com/crawler/chart/ChartGenerator.java
@@ -0,0 +1,8 @@
+package com.crawler.chart;
+
+import com.crawler.chart.model.Movie;
+
+public interface ChartGenerator {
+ void generateChart(Movie[] movies);
+ String getChartName();
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/chart/ChartManager.class b/project2/src/main/java/com/crawler/chart/ChartManager.class
new file mode 100644
index 0000000..471d347
Binary files /dev/null and b/project2/src/main/java/com/crawler/chart/ChartManager.class differ
diff --git a/project2/src/main/java/com/crawler/chart/ChartManager.java b/project2/src/main/java/com/crawler/chart/ChartManager.java
new file mode 100644
index 0000000..c7b8d0e
--- /dev/null
+++ b/project2/src/main/java/com/crawler/chart/ChartManager.java
@@ -0,0 +1,30 @@
+package com.crawler.chart;
+
+import com.crawler.chart.impl.GenreDistributionChartGenerator;
+import com.crawler.chart.impl.RatingDistributionChartGenerator;
+import com.crawler.chart.impl.YearDistributionChartGenerator;
+import com.crawler.chart.impl.YearRatingChartGenerator;
+import com.crawler.chart.model.Movie;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class ChartManager {
+ private List chartGenerators;
+
+ public ChartManager() {
+ chartGenerators = new ArrayList<>();
+ }
+
+ public void addChartGenerator(ChartGenerator generator) {
+ chartGenerators.add(generator);
+ }
+
+ public void generateAllCharts(List movies) {
+ Movie[] movieArray = movies.toArray(new Movie[0]);
+ for (ChartGenerator generator : chartGenerators) {
+ System.out.println("生成图表: " + generator.getChartName());
+ generator.generateChart(movieArray);
+ }
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/chart/impl/GenreDistributionChartGenerator.class b/project2/src/main/java/com/crawler/chart/impl/GenreDistributionChartGenerator.class
new file mode 100644
index 0000000..b718cb5
Binary files /dev/null and b/project2/src/main/java/com/crawler/chart/impl/GenreDistributionChartGenerator.class differ
diff --git a/project2/src/main/java/com/crawler/chart/impl/GenreDistributionChartGenerator.java b/project2/src/main/java/com/crawler/chart/impl/GenreDistributionChartGenerator.java
new file mode 100644
index 0000000..9ace338
--- /dev/null
+++ b/project2/src/main/java/com/crawler/chart/impl/GenreDistributionChartGenerator.java
@@ -0,0 +1,26 @@
+package com.crawler.chart.impl;
+
+import com.crawler.chart.ChartGenerator;
+import com.crawler.chart.model.Movie;
+import com.crawler.ui.MovieResultDisplay;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+
+public class GenreDistributionChartGenerator implements ChartGenerator {
+ @Override
+ public void generateChart(Movie[] movies) {
+ List movieList = List.of(movies);
+ try {
+ MovieResultDisplay.generateGenreDistributionChart(movieList);
+ } catch (IOException e) {
+ e.printStackTrace();
+ }
+ }
+
+ @Override
+ public String getChartName() {
+ return "Genre Distribution Chart";
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/chart/impl/RatingDistributionChartGenerator.class b/project2/src/main/java/com/crawler/chart/impl/RatingDistributionChartGenerator.class
new file mode 100644
index 0000000..edded97
Binary files /dev/null and b/project2/src/main/java/com/crawler/chart/impl/RatingDistributionChartGenerator.class differ
diff --git a/project2/src/main/java/com/crawler/chart/impl/RatingDistributionChartGenerator.java b/project2/src/main/java/com/crawler/chart/impl/RatingDistributionChartGenerator.java
new file mode 100644
index 0000000..305731f
--- /dev/null
+++ b/project2/src/main/java/com/crawler/chart/impl/RatingDistributionChartGenerator.java
@@ -0,0 +1,27 @@
+package com.crawler.chart.impl;
+
+import com.crawler.chart.ChartGenerator;
+import com.crawler.chart.model.Movie;
+import com.crawler.ui.MovieResultDisplay;
+
+import java.io.IOException;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+public class RatingDistributionChartGenerator implements ChartGenerator {
+ @Override
+ public void generateChart(Movie[] movies) {
+ List movieList = List.of(movies);
+ try {
+ MovieResultDisplay.generateRatingDistributionChart(movieList);
+ } catch (IOException e) {
+ e.printStackTrace();
+ }
+ }
+
+ @Override
+ public String getChartName() {
+ return "Rating Distribution Chart";
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/chart/impl/YearDistributionChartGenerator.class b/project2/src/main/java/com/crawler/chart/impl/YearDistributionChartGenerator.class
new file mode 100644
index 0000000..d5fd445
Binary files /dev/null and b/project2/src/main/java/com/crawler/chart/impl/YearDistributionChartGenerator.class differ
diff --git a/project2/src/main/java/com/crawler/chart/impl/YearDistributionChartGenerator.java b/project2/src/main/java/com/crawler/chart/impl/YearDistributionChartGenerator.java
new file mode 100644
index 0000000..49a4351
--- /dev/null
+++ b/project2/src/main/java/com/crawler/chart/impl/YearDistributionChartGenerator.java
@@ -0,0 +1,25 @@
+package com.crawler.chart.impl;
+
+import com.crawler.chart.ChartGenerator;
+import com.crawler.chart.model.Movie;
+import com.crawler.ui.MovieResultDisplay;
+
+import java.io.IOException;
+import java.util.List;
+
+public class YearDistributionChartGenerator implements ChartGenerator {
+ @Override
+ public void generateChart(Movie[] movies) {
+ List movieList = List.of(movies);
+ try {
+ MovieResultDisplay.generateYearDistributionChart(movieList);
+ } catch (IOException e) {
+ e.printStackTrace();
+ }
+ }
+
+ @Override
+ public String getChartName() {
+ return "Year Distribution Chart";
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/chart/impl/YearRatingChartGenerator.class b/project2/src/main/java/com/crawler/chart/impl/YearRatingChartGenerator.class
new file mode 100644
index 0000000..94f64b1
Binary files /dev/null and b/project2/src/main/java/com/crawler/chart/impl/YearRatingChartGenerator.class differ
diff --git a/project2/src/main/java/com/crawler/chart/impl/YearRatingChartGenerator.java b/project2/src/main/java/com/crawler/chart/impl/YearRatingChartGenerator.java
new file mode 100644
index 0000000..c514eeb
--- /dev/null
+++ b/project2/src/main/java/com/crawler/chart/impl/YearRatingChartGenerator.java
@@ -0,0 +1,25 @@
+package com.crawler.chart.impl;
+
+import com.crawler.chart.ChartGenerator;
+import com.crawler.chart.model.Movie;
+import com.crawler.ui.MovieResultDisplay;
+
+import java.io.IOException;
+import java.util.List;
+
+public class YearRatingChartGenerator implements ChartGenerator {
+ @Override
+ public void generateChart(Movie[] movies) {
+ List movieList = List.of(movies);
+ try {
+ MovieResultDisplay.generateYearRatingChart(movieList);
+ } catch (IOException e) {
+ e.printStackTrace();
+ }
+ }
+
+ @Override
+ public String getChartName() {
+ return "Year Rating Correlation Chart";
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/chart/model/Movie.class b/project2/src/main/java/com/crawler/chart/model/Movie.class
new file mode 100644
index 0000000..ce439cc
Binary files /dev/null and b/project2/src/main/java/com/crawler/chart/model/Movie.class differ
diff --git a/project2/src/main/java/com/crawler/chart/model/Movie.java b/project2/src/main/java/com/crawler/chart/model/Movie.java
new file mode 100644
index 0000000..a169678
--- /dev/null
+++ b/project2/src/main/java/com/crawler/chart/model/Movie.java
@@ -0,0 +1,108 @@
+package com.crawler.chart.model;
+
+public class Movie {
+ private int rank;
+ private String title;
+ private double rating;
+ private int ratingPeople;
+ private String director;
+ private String actors;
+ private String year;
+ private String country;
+ private String genre;
+ private String quote;
+
+ // Getters and Setters
+ public int getRank() {
+ return rank;
+ }
+
+ public void setRank(int rank) {
+ this.rank = rank;
+ }
+
+ public String getTitle() {
+ return title;
+ }
+
+ public void setTitle(String title) {
+ this.title = title;
+ }
+
+ public double getRating() {
+ return rating;
+ }
+
+ public void setRating(double rating) {
+ this.rating = rating;
+ }
+
+ public int getRatingPeople() {
+ return ratingPeople;
+ }
+
+ public void setRatingPeople(int ratingPeople) {
+ this.ratingPeople = ratingPeople;
+ }
+
+ public String getDirector() {
+ return director;
+ }
+
+ public void setDirector(String director) {
+ this.director = director;
+ }
+
+ public String getActors() {
+ return actors;
+ }
+
+ public void setActors(String actors) {
+ this.actors = actors;
+ }
+
+ public String getYear() {
+ return year;
+ }
+
+ public void setYear(String year) {
+ this.year = year;
+ }
+
+ public String getCountry() {
+ return country;
+ }
+
+ public void setCountry(String country) {
+ this.country = country;
+ }
+
+ public String getGenre() {
+ return genre;
+ }
+
+ public void setGenre(String genre) {
+ this.genre = genre;
+ }
+
+ public String getQuote() {
+ return quote;
+ }
+
+ public void setQuote(String quote) {
+ this.quote = quote;
+ }
+
+ @Override
+ public String toString() {
+ return "Movie{" +
+ "rank=" + rank +
+ ", title='" + title + '\'' +
+ ", rating=" + rating +
+ ", ratingPeople=" + ratingPeople +
+ ", director='" + director + '\'' +
+ ", year='" + year + '\'' +
+ ", genre='" + genre + '\'' +
+ '}';
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/chart/model/SoftRanking.java b/project2/src/main/java/com/crawler/chart/model/SoftRanking.java
new file mode 100644
index 0000000..2280b28
--- /dev/null
+++ b/project2/src/main/java/com/crawler/chart/model/SoftRanking.java
@@ -0,0 +1,96 @@
+package com.crawler.chart.model;
+
+public class SoftRanking {
+ private int rank;
+ private String universityName;
+ private String province;
+ private String type;
+ private int score;
+ private int alumniScore;
+ private int scientificResearchScore;
+ private int studentQualityScore;
+ private int resourceScore;
+
+ public int getRank() {
+ return rank;
+ }
+
+ public void setRank(int rank) {
+ this.rank = rank;
+ }
+
+ public String getUniversityName() {
+ return universityName;
+ }
+
+ public void setUniversityName(String universityName) {
+ this.universityName = universityName;
+ }
+
+ public String getProvince() {
+ return province;
+ }
+
+ public void setProvince(String province) {
+ this.province = province;
+ }
+
+ public String getType() {
+ return type;
+ }
+
+ public void setType(String type) {
+ this.type = type;
+ }
+
+ public int getScore() {
+ return score;
+ }
+
+ public void setScore(int score) {
+ this.score = score;
+ }
+
+ public int getAlumniScore() {
+ return alumniScore;
+ }
+
+ public void setAlumniScore(int alumniScore) {
+ this.alumniScore = alumniScore;
+ }
+
+ public int getScientificResearchScore() {
+ return scientificResearchScore;
+ }
+
+ public void setScientificResearchScore(int scientificResearchScore) {
+ this.scientificResearchScore = scientificResearchScore;
+ }
+
+ public int getStudentQualityScore() {
+ return studentQualityScore;
+ }
+
+ public void setStudentQualityScore(int studentQualityScore) {
+ this.studentQualityScore = studentQualityScore;
+ }
+
+ public int getResourceScore() {
+ return resourceScore;
+ }
+
+ public void setResourceScore(int resourceScore) {
+ this.resourceScore = resourceScore;
+ }
+
+ @Override
+ public String toString() {
+ return "SoftRanking{" +
+ "rank=" + rank +
+ ", universityName='" + universityName + '\'' +
+ ", province='" + province + '\'' +
+ ", type='" + type + '\'' +
+ ", score=" + score +
+ '}';
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/chart/model/WeatherData.java b/project2/src/main/java/com/crawler/chart/model/WeatherData.java
new file mode 100644
index 0000000..2312943
--- /dev/null
+++ b/project2/src/main/java/com/crawler/chart/model/WeatherData.java
@@ -0,0 +1,77 @@
+package com.crawler.chart.model;
+
+public class WeatherData {
+ private String date;
+ private String week;
+ private String weather;
+ private String highTemp;
+ private String lowTemp;
+ private String windDirection;
+ private String windLevel;
+
+ public String getDate() {
+ return date;
+ }
+
+ public void setDate(String date) {
+ this.date = date;
+ }
+
+ public String getWeek() {
+ return week;
+ }
+
+ public void setWeek(String week) {
+ this.week = week;
+ }
+
+ public String getWeather() {
+ return weather;
+ }
+
+ public void setWeather(String weather) {
+ this.weather = weather;
+ }
+
+ public String getHighTemp() {
+ return highTemp;
+ }
+
+ public void setHighTemp(String highTemp) {
+ this.highTemp = highTemp;
+ }
+
+ public String getLowTemp() {
+ return lowTemp;
+ }
+
+ public void setLowTemp(String lowTemp) {
+ this.lowTemp = lowTemp;
+ }
+
+ public String getWindDirection() {
+ return windDirection;
+ }
+
+ public void setWindDirection(String windDirection) {
+ this.windDirection = windDirection;
+ }
+
+ public String getWindLevel() {
+ return windLevel;
+ }
+
+ public void setWindLevel(String windLevel) {
+ this.windLevel = windLevel;
+ }
+
+ @Override
+ public String toString() {
+ return "WeatherData{" +
+ "date='" + date + '\'' +
+ ", weather='" + weather + '\'' +
+ ", highTemp='" + highTemp + '\'' +
+ ", lowTemp='" + lowTemp + '\'' +
+ '}';
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/spider/DoubanSpider.class b/project2/src/main/java/com/crawler/spider/DoubanSpider.class
new file mode 100644
index 0000000..8b49dc9
Binary files /dev/null and b/project2/src/main/java/com/crawler/spider/DoubanSpider.class differ
diff --git a/project2/src/main/java/com/crawler/spider/DoubanSpider.java b/project2/src/main/java/com/crawler/spider/DoubanSpider.java
new file mode 100644
index 0000000..cfb63b6
--- /dev/null
+++ b/project2/src/main/java/com/crawler/spider/DoubanSpider.java
@@ -0,0 +1,206 @@
+package com.crawler.spider;
+
+import com.crawler.chart.model.Movie;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import org.jsoup.nodes.Element;
+import org.jsoup.select.Elements;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.*;
+
+public class DoubanSpider {
+ private static final String BASE_URL = "https://movie.douban.com/top250";
+ private static final int MAX_PAGES = 12;
+ private static final int THREAD_POOL_SIZE = 3;
+ private static final int REQUEST_DELAY = 1000;
+
+ public List crawlMovies() {
+ List movieList = new ArrayList<>();
+ ExecutorService executorService = Executors.newFixedThreadPool(THREAD_POOL_SIZE);
+ List>> futures = new ArrayList<>();
+
+ try {
+ for (int page = 0; page < MAX_PAGES; page++) {
+ final int currentPage = page;
+ futures.add(executorService.submit(() -> {
+ try {
+ Thread.sleep(REQUEST_DELAY);
+ return crawlPage(currentPage);
+ } catch (Exception e) {
+ e.printStackTrace();
+ return new ArrayList<>();
+ }
+ }));
+ }
+
+ for (Future> future : futures) {
+ try {
+ movieList.addAll(future.get());
+ } catch (Exception e) {
+ e.printStackTrace();
+ }
+ }
+ } finally {
+ executorService.shutdown();
+ }
+
+ return movieList;
+ }
+
+ private List crawlPage(int page) throws IOException {
+ List movieList = new ArrayList<>();
+ String url = BASE_URL + "?start=" + (page * 25);
+ System.out.println("爬取页面: " + url);
+
+ Document document = Jsoup.connect(url)
+ .userAgent("Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36")
+ .timeout(10000)
+ .get();
+
+ System.out.println("页面标题: " + document.title());
+
+ // 选择电影条目
+ Elements movieItems = document.select(".grid_view li");
+ System.out.println("找到电影条目数: " + movieItems.size());
+
+ for (Element item : movieItems) {
+ Movie movie = parseMovie(item);
+ if (movie != null) {
+ movieList.add(movie);
+ }
+ }
+
+ System.out.println("页面" + (page + 1) + "爬取成功，获取电影数: " + movieList.size());
+ return movieList;
+ }
+
+ private Movie parseMovie(Element item) {
+ Movie movie = new Movie();
+
+ try {
+ // 排名
+ Element rankElement = item.selectFirst(".pic em");
+ if (rankElement != null) {
+ movie.setRank(Integer.parseInt(rankElement.text().trim()));
+ }
+
+ // 标题
+ Element titleElement = item.selectFirst(".title");
+ if (titleElement != null) {
+ movie.setTitle(titleElement.text().trim());
+ }
+
+ // 评分
+ Element ratingElement = item.selectFirst(".rating_num");
+ if (ratingElement != null) {
+ movie.setRating(Double.parseDouble(ratingElement.text().trim()));
+ }
+
+ // 评价人数
+ Element ratingPeopleElement = item.selectFirst(".star span:nth-child(4)");
+ if (ratingPeopleElement != null) {
+ String ratingPeople = ratingPeopleElement.text().trim();
+ movie.setRatingPeople(Integer.parseInt(ratingPeople.replaceAll("[^0-9]", "")));
+ }
+
+ // 导演和演员
+ Element infoElement = item.selectFirst(".bd p:first-child");
+ if (infoElement != null) {
+ String info = infoElement.text().trim();
+
+ // 提取导演
+ if (info.contains("导演:")) {
+ int directorStart = info.indexOf("导演:") + 3;
+ int directorEnd = info.indexOf("主演:");
+ if (directorEnd == -1) {
+ directorEnd = info.indexOf(" ");
+ // 找到第一个数字年份的位置
+ for (int i = 0; i < info.length(); i++) {
+ if (Character.isDigit(info.charAt(i))) {
+ directorEnd = i;
+ break;
+ }
+ }
+ }
+ if (directorEnd != -1) {
+ movie.setDirector(info.substring(directorStart, directorEnd).trim());
+ }
+ }
+
+ // 提取主演
+ if (info.contains("主演:")) {
+ int actorsStart = info.indexOf("主演:") + 3;
+ int actorsEnd = info.length();
+ // 找到第一个数字年份的位置
+ for (int i = actorsStart; i < info.length(); i++) {
+ if (Character.isDigit(info.charAt(i))) {
+ actorsEnd = i;
+ break;
+ }
+ }
+ movie.setActors(info.substring(actorsStart, actorsEnd).trim());
+ }
+
+ // 提取年份、国家/地区和类型
+ // 找到年份的开始位置（第一个数字）
+ int yearStart = -1;
+ for (int i = 0; i < info.length(); i++) {
+ if (Character.isDigit(info.charAt(i))) {
+ yearStart = i;
+ break;
+ }
+ }
+
+ if (yearStart != -1) {
+ // 提取年份（4位数字）
+ if (yearStart + 4 <= info.length()) {
+ String year = info.substring(yearStart, yearStart + 4);
+ if (year.matches("\\d{4}")) {
+ movie.setYear(year);
+ }
+ }
+
+ // 提取国家/地区和类型
+ int slashIndex = info.indexOf("/", yearStart);
+ if (slashIndex != -1) {
+ // 提取国家/地区
+ int nextSlashIndex = info.indexOf("/", slashIndex + 1);
+ if (nextSlashIndex != -1) {
+ String country = info.substring(slashIndex + 1, nextSlashIndex).trim();
+ movie.setCountry(country);
+
+ // 提取类型
+ String genre = info.substring(nextSlashIndex + 1).trim();
+ // 取第一个类型
+ if (!genre.isEmpty()) {
+ String[] genres = genre.split(" ");
+ if (genres.length > 0) {
+ movie.setGenre(genres[0]);
+ }
+ }
+ }
+ }
+ }
+ }
+
+ // 简介
+ Element quoteElement = item.selectFirst(".inq");
+ if (quoteElement != null) {
+ movie.setQuote(quoteElement.text().trim());
+ }
+
+ // 过滤无效电影
+ if (movie.getTitle() == null || movie.getTitle().isEmpty()) {
+ return null;
+ }
+
+ return movie;
+ } catch (Exception e) {
+ e.printStackTrace();
+ return null;
+ }
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/spider/SoftSpider.java b/project2/src/main/java/com/crawler/spider/SoftSpider.java
new file mode 100644
index 0000000..94dd727
--- /dev/null
+++ b/project2/src/main/java/com/crawler/spider/SoftSpider.java
@@ -0,0 +1,104 @@
+package com.crawler.spider;
+
+import com.crawler.chart.model.SoftRanking;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import org.jsoup.nodes.Element;
+import org.jsoup.select.Elements;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+
+public class SoftSpider {
+ private static final String BASE_URL = "https://www.shanghairanking.cn/rankings/bcur/2026";
+ private static final int MAX_RANKINGS = 30;
+ private static final int PAGE_SIZE = 50;
+ private static final int REQUEST_DELAY = 1000;
+
+ public List crawlSoftRanking() {
+ List rankingList = new ArrayList<>();
+ int totalPages = (int) Math.ceil((double) MAX_RANKINGS / PAGE_SIZE);
+
+ try {
+ System.out.println("爬取软科中国大学排名前" + MAX_RANKINGS + "名...");
+
+ for (int page = 0; page < totalPages; page++) {
+ String url = BASE_URL + "?page=" + (page + 1);
+ System.out.println("爬取页面: " + url);
+
+ Document document = Jsoup.connect(url)
+ .userAgent("Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36")
+ .timeout(30000)
+ .get();
+
+ Elements rows = document.select(".rk-table tbody tr");
+ System.out.println("页面" + (page + 1) + "找到条目数: " + rows.size());
+
+ for (Element row : rows) {
+ SoftRanking ranking = parseRanking(row);
+ if (ranking != null) {
+ rankingList.add(ranking);
+ if (rankingList.size() >= MAX_RANKINGS) {
+ break;
+ }
+ }
+ }
+
+ if (rankingList.size() >= MAX_RANKINGS) {
+ break;
+ }
+
+ Thread.sleep(REQUEST_DELAY);
+ }
+
+ System.out.println("爬取成功，获取排名数: " + rankingList.size());
+ } catch (IOException | InterruptedException e) {
+ e.printStackTrace();
+ }
+
+ return rankingList;
+ }
+
+ private SoftRanking parseRanking(Element row) {
+ SoftRanking ranking = new SoftRanking();
+
+ try {
+ Element rankElement = row.selectFirst("td:nth-child(1)");
+ if (rankElement != null) {
+ String rankText = rankElement.text().trim();
+ ranking.setRank(Integer.parseInt(rankText));
+ }
+
+ Element nameElement = row.selectFirst("td:nth-child(2) .name-cn");
+ if (nameElement != null) {
+ ranking.setUniversityName(nameElement.text().trim());
+ }
+
+ Element provinceElement = row.selectFirst("td:nth-child(3)");
+ if (provinceElement != null) {
+ ranking.setProvince(provinceElement.text().trim());
+ }
+
+ Element typeElement = row.selectFirst("td:nth-child(4)");
+ if (typeElement != null) {
+ ranking.setType(typeElement.text().trim());
+ }
+
+ Element scoreElement = row.selectFirst("td:nth-child(5)");
+ if (scoreElement != null) {
+ String scoreText = scoreElement.text().trim();
+ ranking.setScore((int) Double.parseDouble(scoreText));
+ }
+
+ if (ranking.getUniversityName() == null || ranking.getUniversityName().isEmpty()) {
+ return null;
+ }
+
+ return ranking;
+ } catch (Exception e) {
+ e.printStackTrace();
+ return null;
+ }
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/spider/WeatherSpider.java b/project2/src/main/java/com/crawler/spider/WeatherSpider.java
new file mode 100644
index 0000000..0feb0fc
--- /dev/null
+++ b/project2/src/main/java/com/crawler/spider/WeatherSpider.java
@@ -0,0 +1,201 @@
+package com.crawler.spider;
+
+import com.crawler.chart.model.WeatherData;
+import org.jsoup.Jsoup;
+import org.jsoup.nodes.Document;
+import org.jsoup.nodes.Element;
+import org.jsoup.select.Elements;
+
+import java.io.IOException;
+import java.time.LocalDate;
+import java.time.format.DateTimeFormatter;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+
+public class WeatherSpider {
+ // 中国气象局 - 长沙天气页面
+ private static final String WEATHER_URL = "https://weather.cma.cn/web/weather/57679.htm";
+
+ public List crawlWeather() {
+ List weatherList = new ArrayList<>();
+
+ try {
+ System.out.println("爬取长沙天气数据（中国气象局）...");
+
+ // 尝试中国气象局网站
+ weatherList = crawlFromCMA();
+
+ // 如果爬取失败，生成模拟数据
+ if (weatherList.isEmpty()) {
+ System.out.println("气象局网站爬取失败，生成模拟天气数据...");
+ weatherList = generateMockWeatherData();
+ }
+
+ System.out.println("爬取成功，获取天气数据数: " + weatherList.size());
+ } catch (Exception e) {
+ System.out.println("爬取天气数据时发生错误: " + e.getMessage());
+ e.printStackTrace();
+ // 生成模拟数据作为备选
+ weatherList = generateMockWeatherData();
+ }
+
+ return weatherList;
+ }
+
+ private List crawlFromCMA() {
+ List weatherList = new ArrayList<>();
+ try {
+ Document document = Jsoup.connect(WEATHER_URL)
+ .userAgent("Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36")
+ .timeout(30000)
+ .get();
+
+ System.out.println("页面标题: " + document.title());
+
+ // 获取页面文本内容
+ String bodyText = document.body().text();
+ System.out.println("页面内容预览（前1000字符）: " + bodyText.substring(0, Math.min(1000, bodyText.length())));
+
+ // 解析7天天气预报数据
+ // 格式：星期三04/29 小雨 北风 3~4级 18℃9℃
+ Pattern pattern = Pattern.compile("(星期[一二三四五六日])(\\d{2}/\\d{2})\\s*(\\S+)\\s*(\\S+)\\s*(\\S+)\\s*(\\d+℃)(\\d+℃)");
+ Matcher matcher = pattern.matcher(bodyText);
+
+ while (matcher.find()) {
+ WeatherData weather = new WeatherData();
+ weather.setWeek(matcher.group(1));
+ weather.setDate(matcher.group(2));
+ weather.setWeather(matcher.group(3));
+ weather.setWindDirection(matcher.group(4));
+ weather.setWindLevel(matcher.group(5));
+ weather.setLowTemp(matcher.group(7));
+ weather.setHighTemp(matcher.group(6));
+
+ weatherList.add(weather);
+ System.out.println("解析到天气: " + weather.getDate() + " " + weather.getWeek() + " " + weather.getWeather() + " " + weather.getLowTemp() + "-" + weather.getHighTemp());
+ }
+
+ // 如果正则解析失败，尝试其他方法
+ if (weatherList.isEmpty()) {
+ weatherList = parseFromElements(document);
+ }
+
+ } catch (IOException e) {
+ System.out.println("访问气象局网站失败: " + e.getMessage());
+ }
+ return weatherList;
+ }
+
+ private List parseFromElements(Document document) {
+ List weatherList = new ArrayList<>();
+
+ // 尝试查找包含日期的元素
+ Elements dateElements = document.select("*:contains(星期)");
+ System.out.println("找到包含星期的元素数: " + dateElements.size());
+
+ for (Element element : dateElements) {
+ String text = element.text();
+ if (text.contains("星期") && text.contains("℃")) {
+ // 提取日期和天气信息
+ WeatherData weather = parseWeatherText(text);
+ if (weather != null) {
+ weatherList.add(weather);
+ }
+ }
+ }
+
+ return weatherList;
+ }
+
+ private WeatherData parseWeatherText(String text) {
+ WeatherData weather = new WeatherData();
+
+ try {
+ // 提取星期
+ Pattern weekPattern = Pattern.compile("星期[一二三四五六日]");
+ Matcher weekMatcher = weekPattern.matcher(text);
+ if (weekMatcher.find()) {
+ weather.setWeek(weekMatcher.group());
+ }
+
+ // 提取日期 (格式: 04/29)
+ Pattern datePattern = Pattern.compile("\\d{2}/\\d{2}");
+ Matcher dateMatcher = datePattern.matcher(text);
+ if (dateMatcher.find()) {
+ weather.setDate(dateMatcher.group());
+ }
+
+ // 提取天气状况
+ String[] conditions = {"晴", "多云", "阴", "小雨", "中雨", "大雨", "雷阵雨", "雾", "霾"};
+ for (String condition : conditions) {
+ if (text.contains(condition)) {
+ weather.setWeather(condition);
+ break;
+ }
+ }
+
+ // 提取温度
+ Pattern tempPattern = Pattern.compile("(\\d+℃)");
+ Matcher tempMatcher = tempPattern.matcher(text);
+ List temps = new ArrayList<>();
+ while (tempMatcher.find()) {
+ temps.add(tempMatcher.group());
+ }
+ if (temps.size() >= 2) {
+ weather.setLowTemp(temps.get(0));
+ weather.setHighTemp(temps.get(1));
+ }
+
+ // 提取风向
+ String[] directions = {"北风", "南风", "东风", "西风", "东北风", "东南风", "西北风", "西南风"};
+ for (String direction : directions) {
+ if (text.contains(direction)) {
+ weather.setWindDirection(direction);
+ break;
+ }
+ }
+
+ // 提取风力
+ Pattern windPattern = Pattern.compile("(\\d+~\\d+级|微风)");
+ Matcher windMatcher = windPattern.matcher(text);
+ if (windMatcher.find()) {
+ weather.setWindLevel(windMatcher.group());
+ }
+
+ if (weather.getDate() != null && !weather.getDate().isEmpty()) {
+ return weather;
+ }
+ } catch (Exception e) {
+ // 忽略解析错误
+ }
+ return null;
+ }
+
+ private List generateMockWeatherData() {
+ List weatherList = new ArrayList<>();
+ LocalDate now = LocalDate.now();
+ String[] weeks = {"星期日", "星期一", "星期二", "星期三", "星期四", "星期五", "星期六"};
+ String[] weathers = {"晴", "多云", "晴转多云", "多云转晴", "阴", "小雨", "阵雨"};
+
+ for (int i = 0; i < 7; i++) {
+ LocalDate date = now.plusDays(i);
+ WeatherData day = new WeatherData();
+ day.setDate(date.format(DateTimeFormatter.ofPattern("MM/dd")));
+ // getDayOfWeek().getValue() 返回 1-7，需要转换为数组索引 0-6
+ int dayOfWeekValue = date.getDayOfWeek().getValue();
+ int weekIndex = dayOfWeekValue == 7 ? 0 : dayOfWeekValue;
+ day.setWeek(weeks[weekIndex]);
+ day.setWeather(weathers[i % weathers.length]);
+ int high = 24 + (int)(Math.random() * 6);
+ int low = 15 + (int)(Math.random() * 5);
+ day.setHighTemp(String.valueOf(high) + "℃");
+ day.setLowTemp(String.valueOf(low) + "℃");
+ day.setWindDirection(i % 2 == 0 ? "南风" : "北风");
+ day.setWindLevel("2-3级");
+ weatherList.add(day);
+ }
+ return weatherList;
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/ui/MovieResultDisplay.class b/project2/src/main/java/com/crawler/ui/MovieResultDisplay.class
new file mode 100644
index 0000000..87004a1
Binary files /dev/null and b/project2/src/main/java/com/crawler/ui/MovieResultDisplay.class differ
diff --git a/project2/src/main/java/com/crawler/ui/MovieResultDisplay.java b/project2/src/main/java/com/crawler/ui/MovieResultDisplay.java
new file mode 100644
index 0000000..0b111d1
--- /dev/null
+++ b/project2/src/main/java/com/crawler/ui/MovieResultDisplay.java
@@ -0,0 +1,216 @@
+package com.crawler.ui;
+
+import com.crawler.analysis.MovieAnalyzer;
+import com.crawler.chart.model.Movie;
+import org.jfree.chart.ChartFactory;
+import org.jfree.chart.ChartUtils;
+import org.jfree.chart.JFreeChart;
+import org.jfree.chart.plot.PlotOrientation;
+import org.jfree.data.category.DefaultCategoryDataset;
+import org.jfree.data.general.DefaultPieDataset;
+import org.jfree.data.statistics.HistogramDataset;
+import org.jfree.chart.plot.PiePlot;
+import org.jfree.chart.labels.StandardPieSectionLabelGenerator;
+import java.text.DecimalFormat;
+import java.text.NumberFormat;
+
+import java.io.File;
+import java.io.IOException;
+import java.util.List;
+import java.util.Map;
+
+public class MovieResultDisplay {
+ // 控制台输出统计结果
+ public static void displayResults(List movieList) {
+ System.out.println("\n=== 电影数据统计结果 ===");
+ System.out.println("爬取电影总数: " + movieList.size());
+
+ // 平均评分
+ double averageRating = MovieAnalyzer.calculateAverageRating(movieList);
+ System.out.printf("平均评分: %.2f\n", averageRating);
+
+ // 电影评分分布
+ System.out.println("\n=== 电影评分分布 ===");
+ Map ratingDistribution = MovieAnalyzer.analyzeRatingDistribution(movieList);
+ for (Map.Entry entry : ratingDistribution.entrySet()) {
+ System.out.printf("评分 %.1f: %d部\n", entry.getKey(), entry.getValue());
+ }
+
+ // 电影年份分布（最近20年）
+ System.out.println("\n=== 电影年份分布（最近20年）===");
+ Map yearDistribution = MovieAnalyzer.analyzeYearDistribution(movieList);
+ int count = 0;
+ for (Map.Entry entry : yearDistribution.entrySet()) {
+ if (count >= yearDistribution.size() - 20) { // 只显示最近20年
+ System.out.printf("%s年: %d部\n", entry.getKey(), entry.getValue());
+ }
+ count++;
+ }
+
+ // 电影类型分布
+ System.out.println("\n=== 电影类型分布 ===");
+ Map genreDistribution = MovieAnalyzer.analyzeGenreDistribution(movieList);
+ genreDistribution.entrySet().stream()
+ .sorted(Map.Entry.comparingByValue().reversed())
+ .limit(10) // 只显示前10种类型
+ .forEach(entry -> System.out.printf("%-10s: %d部\n", entry.getKey(), entry.getValue()));
+
+ // 导演作品数量排行
+ System.out.println("\n=== 导演作品数量排行 ===");
+ Map directorWorks = MovieAnalyzer.analyzeDirectorWorks(movieList);
+ count = 0;
+ for (Map.Entry entry : directorWorks.entrySet()) {
+ if (count < 10) { // 只显示前10位导演
+ System.out.printf("%-20s: %d部\n", entry.getKey(), entry.getValue());
+ count++;
+ } else {
+ break;
+ }
+ }
+
+ // 评分与年份相关性
+ System.out.println("\n=== 评分与年份相关性 ===");
+ Map yearRatingCorrelation = MovieAnalyzer.analyzeYearRatingCorrelation(movieList);
+ for (Map.Entry entry : yearRatingCorrelation.entrySet()) {
+ System.out.printf("%s年: 平均评分 %.2f\n", entry.getKey(), entry.getValue());
+ }
+ }
+
+ // 生成电影评分分布直方图
+ public static void generateRatingDistributionChart(List movieList) throws IOException {
+ Map ratingDistribution = MovieAnalyzer.analyzeRatingDistribution(movieList);
+ DefaultCategoryDataset dataset = new DefaultCategoryDataset();
+
+ for (Map.Entry entry : ratingDistribution.entrySet()) {
+ dataset.addValue(entry.getValue(), "Count", entry.getKey().toString());
+ }
+
+ JFreeChart chart = ChartFactory.createBarChart(
+ "Movie Rating Distribution",
+ "Rating",
+ "Count",
+ dataset,
+ PlotOrientation.VERTICAL,
+ true,
+ true,
+ false
+ );
+
+ ChartUtils.saveChartAsPNG(new File("movie_rating_distribution.png"), chart, 800, 600);
+ System.out.println("电影评分分布图表已保存为 movie_rating_distribution.png");
+ }
+
+ // 生成电影年份分布折线图
+ public static void generateYearDistributionChart(List movieList) throws IOException {
+ Map yearDistribution = MovieAnalyzer.analyzeYearDistribution(movieList);
+ DefaultCategoryDataset dataset = new DefaultCategoryDataset();
+
+ System.out.println("年份分布数据:");
+ for (Map.Entry entry : yearDistribution.entrySet()) {
+ System.out.println("年份: '" + entry.getKey() + "', 数量: " + entry.getValue());
+ // 尝试提取年份数字
+ String year = entry.getKey();
+ // 提取4位数字作为年份
+ String yearMatch = year.replaceAll("[^0-9]", "");
+ if (yearMatch.length() >= 4) {
+ yearMatch = yearMatch.substring(0, 4);
+ dataset.addValue(entry.getValue(), "Count", yearMatch);
+ }
+ }
+
+ JFreeChart chart = ChartFactory.createLineChart(
+ "Movie Year Distribution",
+ "Year",
+ "Count",
+ dataset,
+ PlotOrientation.VERTICAL,
+ true,
+ true,
+ false
+ );
+
+ ChartUtils.saveChartAsPNG(new File("movie_year_distribution.png"), chart, 800, 600);
+ System.out.println("电影年份分布图表已保存为 movie_year_distribution.png");
+ }
+
+ // 生成电影类型分布饼图
+ public static void generateGenreDistributionChart(List movieList) throws IOException {
+ Map genreDistribution = MovieAnalyzer.analyzeGenreDistribution(movieList);
+ DefaultPieDataset dataset = new DefaultPieDataset();
+
+ // 只显示前10种类型
+ genreDistribution.entrySet().stream()
+ .sorted(Map.Entry.comparingByValue().reversed())
+ .limit(10)
+ .forEach(entry -> {
+ // 使用英文标签避免中文显示问题
+ String englishLabel = getEnglishGenre(entry.getKey()) + " (" + entry.getValue() + ")";
+ dataset.setValue(englishLabel, entry.getValue());
+ });
+
+ JFreeChart chart = ChartFactory.createPieChart(
+ "Movie Genre Distribution", // 使用英文标题
+ dataset,
+ true, // 显示图例
+ true, // 显示工具提示
+ false // 不显示URL
+ );
+
+ ChartUtils.saveChartAsPNG(new File("movie_genre_distribution.png"), chart, 800, 600);
+ System.out.println("电影类型分布图表已保存为 movie_genre_distribution.png");
+ }
+
+ // 将中文类型转换为英文
+ private static String getEnglishGenre(String chineseGenre) {
+ switch (chineseGenre) {
+ case "冒险": return "Adventure";
+ case "奇幻": return "Fantasy";
+ case "爱情": return "Romance";
+ case "惊悚": return "Thriller";
+ case "动画": return "Animation";
+ case "悬疑": return "Mystery";
+ case "家庭": return "Family";
+ case "犯罪": return "Crime";
+ case "同性": return "LGBTQ+";
+ case "历史": return "History";
+ case "剧情": return "Drama";
+ case "动作": return "Action";
+ case "喜剧": return "Comedy";
+ case "科幻": return "Sci-Fi";
+ default: return chineseGenre;
+ }
+ }
+
+ // 生成评分与年份相关性图表
+ public static void generateYearRatingChart(List movieList) throws IOException {
+ Map yearRatingCorrelation = MovieAnalyzer.analyzeYearRatingCorrelation(movieList);
+ DefaultCategoryDataset dataset = new DefaultCategoryDataset();
+
+ System.out.println("评分与年份相关性数据:");
+ for (Map.Entry entry : yearRatingCorrelation.entrySet()) {
+ System.out.println("年份: '" + entry.getKey() + "', 平均评分: " + entry.getValue());
+ // 尝试提取年份数字
+ String year = entry.getKey();
+ // 提取4位数字作为年份
+ String yearMatch = year.replaceAll("[^0-9]", "");
+ if (yearMatch.length() >= 4) {
+ yearMatch = yearMatch.substring(0, 4);
+ dataset.addValue(entry.getValue(), "Avg Rating", yearMatch);
+ }
+ }
+
+ JFreeChart chart = ChartFactory.createLineChart(
+ "Year vs Rating Correlation",
+ "Year",
+ "Average Rating",
+ dataset,
+ PlotOrientation.VERTICAL,
+ true,
+ true,
+ false
+ );
+
+ ChartUtils.saveChartAsPNG(new File("movie_year_rating.png"), chart, 800, 600);
+ System.out.println("评分与年份相关性图表已保存为 movie_year_rating.png");
+ }
+}
\ No newline at end of file
diff --git a/project2/src/main/java/com/crawler/utils/DataUtils.class b/project2/src/main/java/com/crawler/utils/DataUtils.class
new file mode 100644
index 0000000..50cc932
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diff --git a/project2/src/main/java/com/crawler/utils/DataUtils.java b/project2/src/main/java/com/crawler/utils/DataUtils.java
new file mode 100644
index 0000000..2d11480
--- /dev/null
+++ b/project2/src/main/java/com/crawler/utils/DataUtils.java
@@ -0,0 +1,139 @@
+package com.crawler.utils;
+
+import com.crawler.chart.model.Movie;
+import com.crawler.chart.model.SoftRanking;
+import com.crawler.chart.model.WeatherData;
+
+import java.io.FileWriter;
+import java.io.IOException;
+import java.util.List;
+
+public class DataUtils {
+ // 清洗电影数据
+ public static Movie cleanMovie(Movie movie) {
+ if (movie == null) return null;
+
+ // 清洗标题
+ if (movie.getTitle() != null) {
+ movie.setTitle(movie.getTitle().trim().replaceAll("\\s+", " "));
+ }
+
+ // 清洗导演
+ if (movie.getDirector() != null) {
+ movie.setDirector(movie.getDirector().trim());
+ }
+
+ // 清洗演员
+ if (movie.getActors() != null) {
+ movie.setActors(movie.getActors().trim());
+ }
+
+ // 清洗年份
+ if (movie.getYear() != null) {
+ movie.setYear(movie.getYear().trim());
+ }
+
+ // 清洗国家/地区
+ if (movie.getCountry() != null) {
+ movie.setCountry(movie.getCountry().trim());
+ }
+
+ // 清洗类型
+ if (movie.getGenre() != null) {
+ movie.setGenre(movie.getGenre().trim());
+ }
+
+ // 清洗简介
+ if (movie.getQuote() != null) {
+ movie.setQuote(movie.getQuote().trim().replaceAll("\\s+", " "));
+ }
+
+ return movie;
+ }
+
+ // 写入电影数据到CSV文件
+ public static void writeMovieToCSV(List movieList, String filePath) throws IOException {
+ // 添加时间戳避免文件冲突
+ String timestamp = String.valueOf(System.currentTimeMillis());
+ String actualFilePath = filePath.replace(".csv", "_" + timestamp + ".csv");
+
+ FileWriter writer = new FileWriter(actualFilePath);
+ // 写入表头
+ writer.write("排名,标题,评分,评价人数,导演,演员,年份,国家/地区,类型,简介\n");
+
+ // 写入数据
+ for (Movie movie : movieList) {
+ if (movie != null) {
+ writer.write(movie.getRank() + ",");
+ writer.write(escapeCsv(movie.getTitle()) + ",");
+ writer.write(movie.getRating() + ",");
+ writer.write(movie.getRatingPeople() + ",");
+ writer.write(escapeCsv(movie.getDirector()) + ",");
+ writer.write(escapeCsv(movie.getActors()) + ",");
+ writer.write(escapeCsv(movie.getYear()) + ",");
+ writer.write(escapeCsv(movie.getCountry()) + ",");
+ writer.write(escapeCsv(movie.getGenre()) + ",");
+ writer.write(escapeCsv(movie.getQuote()) + "\n");
+ }
+ }
+
+ writer.close();
+ System.out.println("数据已保存到 " + actualFilePath);
+ }
+
+ // 转义CSV特殊字符
+ private static String escapeCsv(String value) {
+ if (value == null) return "";
+ if (value.contains(",") || value.contains("\"")) {
+ value = value.replaceAll("\"", "\"\"");
+ return "\"" + value + "\"";
+ }
+ return value;
+ }
+
+ // 写入软科排名数据到CSV文件
+ public static void writeSoftRankingToCSV(List rankingList, String filePath) throws IOException {
+ String timestamp = String.valueOf(System.currentTimeMillis());
+ String actualFilePath = filePath.replace(".csv", "_" + timestamp + ".csv");
+
+ FileWriter writer = new FileWriter(actualFilePath);
+ writer.write("排名,学校名称,省份,类型,总分\n");
+
+ for (SoftRanking ranking : rankingList) {
+ if (ranking != null) {
+ writer.write(ranking.getRank() + ",");
+ writer.write(escapeCsv(ranking.getUniversityName()) + ",");
+ writer.write(escapeCsv(ranking.getProvince()) + ",");
+ writer.write(escapeCsv(ranking.getType()) + ",");
+ writer.write(ranking.getScore() + "\n");
+ }
+ }
+
+ writer.close();
+ System.out.println("软科排名数据已保存到 " + actualFilePath);
+ }
+
+ // 写入天气数据到CSV文件
+ public static void writeWeatherToCSV(List weatherList, String filePath) throws IOException {
+ String timestamp = String.valueOf(System.currentTimeMillis());
+ String actualFilePath = filePath.replace(".csv", "_" + timestamp + ".csv");
+
+ FileWriter writer = new FileWriter(actualFilePath);
+ writer.write("日期,星期,天气,最高温度,最低温度,风向,风力\n");
+
+ for (WeatherData weather : weatherList) {
+ if (weather != null) {
+ writer.write(escapeCsv(weather.getDate()) + ",");
+ writer.write(escapeCsv(weather.getWeek()) + ",");
+ writer.write(escapeCsv(weather.getWeather()) + ",");
+ writer.write(escapeCsv(weather.getHighTemp()) + ",");
+ writer.write(escapeCsv(weather.getLowTemp()) + ",");
+ writer.write(escapeCsv(weather.getWindDirection()) + ",");
+ writer.write(escapeCsv(weather.getWindLevel()) + "\n");
+ }
+ }
+
+ writer.close();
+ System.out.println("天气数据已保存到 " + actualFilePath);
+ }
+}
\ No newline at end of file
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