diff --git a/组合.py b/组合.py
new file mode 100644
index 0000000..575ba18
--- /dev/null
+++ b/组合.py
@@ -0,0 +1,171 @@
+from audioop import avgpp
+import requests
+import time
+import re, os
+import jieba
+from wordcloud import WordCloud
+from imageio import imread
+from collections import Counter
+import matplotlib.pyplot as plt
+from PIL import Image
+import jieba
+import numpy as np
+#通过cid获取弹幕
+def spider_page(cid):
+    url = f'http://comment.bilibili.com/{
+    cid}.xml'
+    headers = {
+
+        'referer': 'xxxxx',
+        'User-Agent': 'xxxxx',
+        'cookie': "xxxxx"
+    }
+    resp = requests.get(url, headers=headers)
+    resp.encoding = resp.apparent_encoding
+    print(resp.text)
+    if resp.status_code == 200:
+        # 获取所有弹幕内容
+        content_list = re.findall('<d p=".*?">(.*?)</d>', resp.text)
+        for item in content_list:
+            with open(comment_file_path, 'a', encoding='utf-8') as fin:
+                fin.write(item + '\n')
+                print(item)
+        print('-------------弹幕获取完毕！-------------')
+#查找cid
+def extract_cid_number(text):
+    # 定义正则表达式模式
+    pattern = r'cid:(\d+)'
+    match = re.search(pattern, text)
+    if match:
+        # 如果找到匹配项，返回匹配的数字部分
+        return match.group(1)  # group(1) 表示第一个捕获组
+    else:
+        # 如果没有找到匹配项，返回None
+        return None
+# 爬取300个bv号
+for page in range(1,11):
+    url = ("https://api.bilibili.com/x/web-interface/wbi/search/type")
+    headers = {
+        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/127.0.0.0 Safari/537.36 Edg/127.0.0.0',
+        'cookie':"buvid4=1AD93210-06E5-365A-934E-75A291B6908009721-022061720-eVf9MUhvco5nm9yolfHaMw%3D%3D; buvid_fp_plain=undefined; LIVE_BUVID=AUTO1416573595037363; CURRENT_FNVAL=4048; header_theme_version=CLOSE; enable_web_push=DISABLE; PVID=1; rpdid=|(u))kkYuu|l0J'u~|J~Yu|)J; DedeUserID=355329678; DedeUserID__ckMd5=5e429bd71d91fb47; FEED_LIVE_VERSION=V_WATCHLATER_PIP_WINDOW3; _uuid=6FF33841-3A610-8313-10ED8-3AE107622425A15607infoc; buvid3=3FA03EE9-E5EA-3463-0D0B-073E3807CA0620579infoc; b_nut=1719137316; fingerprint=d1e7fdeb59c00ae7dcb9837e214f09e9; hit-dyn-v2=1; CURRENT_QUALITY=112; buvid_fp=d1e7fdeb59c00ae7dcb9837e214f09e9; bili_ticket=eyJhbGciOiJIUzI1NiIsImtpZCI6InMwMyIsInR5cCI6IkpXVCJ9.eyJleHAiOjE3MjY4MjgwODUsImlhdCI6MTcyNjU2ODgyNSwicGx0IjotMX0.d1aocPfSyHx3EgbchHgcdqtxN94d5619BcEPlXsG5Jw; bili_ticket_expires=1726828025; SESSDATA=8b1a6c86%2C1742204953%2C96da2%2A92CjBnKA1rMd20hx2CampWCl9FHGYIlzAI-IoQMscqxdn8LQwXeAP7HKkOso7RLRlh4CYSVkZQUFBoQ2RzNno5QVRPcEU2LXdrZG9Qd0luRE11STBlbmoyN1l6cl91cTM1Wk9FclU2cDB4NDFnYVNIQ01Fai1qS2dRd0xGLWFIbUNkNXV2elowWGhBIIEC; bili_jct=72a134de4233a184cb823906d856daeb; b_lsid=79C7A3B2_19204B808B2; bsource=search_bing; home_feed_column=5; browser_resolution=1659-836; bp_t_offset_355329678=978470992584114176"
+    }
+    params = {
+        'category_id': '',
+        'search_type': 'video',
+        'ad_resource': 5654,
+        '__refresh__': 'true',
+        'context': '',
+        'page': page,
+        'page_size': 30,
+        'pubtime_begin_s': 0,
+        'pubtime_end_s': 0,
+        'from_source': '',
+        'from_spmid': '333.337',
+        'platform': 'pc',
+        'highlight': 1,
+        'single_column': 0,
+        'keyword': '2024巴黎奥运会',
+        'qv_id': 's5p9ZoGL8W8aU7TP3gWJ1xLzPA6njovt',
+        'source_tag': 3,
+        'gaia_vtoken': '',
+        'dynamic_offset': 24,
+        'web_location': 1430654,
+        'w_rid': '5475898fdbb1cc8a359f93dd5826e3f9',
+        'wts': 1726221162
+    }
+    response = requests.get(url,headers=headers, params=params)
+    print(response.text)
+    it = re.finditer(r'"bvid":"(BV[\d\w]{10})"',response.text)
+    with open('bvnumbers.txt', 'a', encoding='utf-8') as file:
+        for i in it:
+            bv = i.group(1)
+            file.write(bv + '\n')  # 每个BV号独占一行
+    time.sleep(2)
+    response.close()
+comment_file_path = 'B站弹幕.csv'
+output_file = 'cids.txt'#cid的存储文件
+api_base_url="https://api.bilibili.com/x/player/pagelist?bvid="
+headers = {
+    'User-Agent': 'Mozilla/4.0 (compatible; MSIE 8.0; Windows NT 6.1; Trident/4.0; SLCC2; .NET CLR 2.0.50727; .NET CLR 3.5.30729; .NET CLR 3.0.30729; .NET CLR 1.1.4322; MS-RTC LM 8; InfoPath.2; Tablet PC 2.0)',
+    'cookie':"buvid4=1AD93210-06E5-365A-934E-75A291B6908009721-022061720-eVf9MUhvco5nm9yolfHaMw%3D%3D; buvid_fp_plain=undefined; LIVE_BUVID=AUTO1416573595037363; CURRENT_FNVAL=4048; header_theme_version=CLOSE; enable_web_push=DISABLE; PVID=1; rpdid=|(u))kkYuu|l0J'u~|J~Yu|)J; DedeUserID=355329678; DedeUserID__ckMd5=5e429bd71d91fb47; FEED_LIVE_VERSION=V_WATCHLATER_PIP_WINDOW3; _uuid=6FF33841-3A610-8313-10ED8-3AE107622425A15607infoc; buvid3=3FA03EE9-E5EA-3463-0D0B-073E3807CA0620579infoc; b_nut=1719137316; fingerprint=d1e7fdeb59c00ae7dcb9837e214f09e9; hit-dyn-v2=1; CURRENT_QUALITY=112; buvid_fp=d1e7fdeb59c00ae7dcb9837e214f09e9; bili_ticket=eyJhbGciOiJIUzI1NiIsImtpZCI6InMwMyIsInR5cCI6IkpXVCJ9.eyJleHAiOjE3MjY4MjgwODUsImlhdCI6MTcyNjU2ODgyNSwicGx0IjotMX0.d1aocPfSyHx3EgbchHgcdqtxN94d5619BcEPlXsG5Jw; bili_ticket_expires=1726828025; SESSDATA=8b1a6c86%2C1742204953%2C96da2%2A92CjBnKA1rMd20hx2CampWCl9FHGYIlzAI-IoQMscqxdn8LQwXeAP7HKkOso7RLRlh4CYSVkZQUFBoQ2RzNno5QVRPcEU2LXdrZG9Qd0luRE11STBlbmoyN1l6cl91cTM1Wk9FclU2cDB4NDFnYVNIQ01Fai1qS2dRd0xGLWFIbUNkNXV2elowWGhBIIEC; bili_jct=72a134de4233a184cb823906d856daeb; bp_t_offset_355329678=978467990401974272; b_lsid=79C7A3B2_19204B808B2; bsource=search_bing; home_feed_column=5; browser_resolution=1659-836"
+}
+with open('extracted_bv_numbers.txt', 'r', encoding='utf-8') as file:
+    bvnumbers = file.read().splitlines()
+with open(output_file, 'w', encoding='utf-8') as file:
+    pass
+with open(output_file, 'a', encoding='utf-8') as file:
+    for bvid in bvnumbers:#循环获取弹幕
+        api_url = f"{api_base_url}{bvid}"
+        try:
+            response = requests.get(api_url,headers=headers)
+            if response.status_code == 200:
+                data = response.json()
+                # 确保数据结构是预期的形式
+                if 'data' in data and isinstance(data['data'], list):
+                    for page in data['data']:
+                        cid = page.get('cid')
+                        if cid is not None:
+                            spider_page(cid)
+                            f = open('B站弹幕.csv', encoding='utf-8')
+                            f.close()
+            else:
+                print(f"请求失败，状态码: {response.status_code}")
+            time.sleep(1)
+        except Exception as e:
+            print(f"处理BV号 {bvid} 时发生错误: {e}")
+        time.sleep(1)#休息一下
+print("所有BV号已处理完毕。")
+# 定义与2024年巴黎奥运会赛事应用AI技术相关的关键词
+ai_olympic_keywords = [
+    "巴黎奥运会AI", "AI技术", "智能", "子弹时间", "AI增强", "赛事转播", "辅助训练", "AI回放系统",
+    "3d模型", "沉浸式虚拟重建","AI重塑","运动捕捉","特效渲染","AI修复","AI","人工智能"
+]
+# 字典存储包含关键词的弹幕及其出现次数
+danmu_counts = Counter()
+output_file_path = '包含关键词的弹幕.txt'
+input_file_path = 'B站弹幕.csv'
+# 打开弹幕文件并读取内容
+with open('B站弹幕.csv', mode='r', encoding='utf-8') as file:
+    # 遍历每一行数据
+    for line in file:
+        danmu = line.strip()  # 去除行尾的换行符
+        # 检查弹幕是否包含任何一个关键词
+        for keyword in ai_olympic_keywords:
+            if keyword in danmu:
+                danmu_counts[danmu] += 1
+                break  # 一旦找到关键词，就跳过剩余的关键词检查
+# 获取出现次数最多的前8条弹幕
+# 打开输入文件以读取内容，打开输出文件以写入内容
+with open(input_file_path, mode='r', encoding='utf-8') as input_file, \
+     open(output_file_path, mode='w', encoding='utf-8') as output_file:
+    # 遍历输入文件的每一行
+    for line in input_file:
+        danmu = line.strip()  # 去除行尾的换行符
+        # 检查弹幕是否包含任何一个关键词
+        if any(keyword in danmu for keyword in ai_olympic_keywords):
+            # 如果包含，就写入输出文件
+            output_file.write(danmu + '\n')  # 添加换行符以便每条弹幕占一行
+top_8_danmus = danmu_counts.most_common(8)
+# 将结果保存到文件
+with open('top_ai_olympic_danmus.txt', 'w', encoding='utf-8') as output:
+    for danmu, count in top_8_danmus:
+        output.write(f"{danmu}\n")
+f = open('包含关键词的弹幕.txt',encoding='utf-8')
+text = f.read()
+text_list = jieba.lcut(text)
+print(text_list)
+text_str = ''.join(text_list)
+print(text_str)
+#生成词云图
+wc = WordCloud(
+    width=2000,
+    height=1000,
+    background_color='white',
+    font_path='C:\Windows\Fonts\SIMLI.TTF',
+)
+wc.generate(text_str)
+wc.to_file('ciyun.png')
+# 输出结果
+print("出现次数最多的前8条关于2024巴黎奥运会赛事应用AI技术的弹幕:")
+for danmu, count in top_8_danmus:
+    print(f"'{danmu}' 出现了 {count} 次")