携程景区爬取 + 保存Excel_景区数据 excel

作者：很楠不爱3 | 2024-04-06 13:34:28

踩

景区数据 excel

各位小伙伴们，五一马上就要来了，你们想好去哪里玩了吗，没想好的同学看过来。今天是携程景区信息的爬取，让你轻松选择。

美好的一天从抓包开始，点击最后一个包，校对数据是否和页面一致，然后点击 Headers 复制包的URL，先导入后面要用到的库


import requests
import json
from openpyxl import workbook

然后就是发送请求，因为数据是json数据，所以就不是.text了，要用.json()


response = requests.post(self.url, headers=self.headers).json()
print(response)

再就是解析内容，因为是json数据，解析方法基本上和前面几期差不多的，所以我就不多说了


result_list = response['attractionList']
    for result in result_list:
        city = result['card']['districtName']  # 城市
        place = result['card']['poiName']  # 景区
        status = result['card']['openStatus']  # 状态
        score = result['card']['commentScore']  # 评分
        tickets = result['card']['priceTypeDesc']  # 门票
        distance = result['card']['distanceStr']  # 距离市中心
        url = result['card']['detailUrl']  # 详情链接
        print(city)
        print(place)
        print(status)
        print(score)
        print(tickets)
        print(distance)
        print(url)
        print('===' * 30)
        # print(f'景区{place}的信息收集完毕！！！')

解析完成之后就是保存，这里我选择保存Excel


self.wb = workbook.Workbook()  # 创建Excel表格
self.ws = self.wb.active  # 激活当前表
# 向当前表添加标题
self.ws.append(['城市', '景区', '状态', '评分', '门票', '距离市中心', '详情链接'])

下面还要建一个保存函数


    def save(self, city, place, status, score, tickets, distance, url):
        # 向表格里添加数据
        mylist = [city, place, status, score, tickets, distance, url]
        self.ws.append(mylist)
        # 保存到表格wb
        self.wb.save('携程.xlsx')

这仅仅的一页的数据，下面就来设置翻页


        for i in range(1, 101):
            print('当前下载第{}页'.format(i))        
            payload = json.dumps({
                "index": f'{i}',
                "count": 20,
                "sortType": 1,
                "isShowAggregation": True,
                "districtId": self.CityId,  # 城市ID
                "scene": "DISTRICT",
                "pageId": "214062",
                "traceId": "f33070fa-82a6-6d22-2d18-164f0af07734",
                "extension": [
                    {
                        "name": "osVersion",
                        "value": "10.3.1"
                    },
                    {
                        "name": "deviceType",
                        "value": "ios"
                    }
                ],
                "filter": {
                    "filterItems": []
                },
                "crnVersion": "2020-09-01 22:00:45",
                "isInitialState": True,
                "head": {
                    "cid": "09031047314318028828",
                    "ctok": "",
                    "cver": "1.0",
                    "lang": "01",
                    "sid": "8888",
                    "syscode": "09",
                    "auth": "",
                    "xsid": "",
                    "extension": []
                }
            })

设置翻页需要在参数中设置，这里我也不知道具体有多少页，所以我设置了100页，然后参数里面还有一个城市的ID，这是换城市爬取的关键，比如说输入北京的城市id，就会返回北京景区的数据，其他城市也一样，目前我只知道北上广深的城市id，分别是1，2，152，26。你们如果想看其他城市的数据，在评论区说出是哪个城市，我都会帮你们找。

然后全部代码如下


# -*- encoding: utf-8 -*-
import requests
import json
from openpyxl import workbook
"""
城市ID{上海: 2, 北京: 1, 广州: 152, 深圳: 26}
"""
 
 
class XcSpider(object):
    def __init__(self):
        self.CityId = input('请输入城市ID：')
        self.url = "https://m.ctrip.com/restapi/soa2/18254/json/getAttractionList?_fxpcqlniredt=09031047314318028828&x-traceID=09031047314318028828-1646054807738-9064633"
        self.headers = {
            'content-type': 'application/json',
            'origin': 'https://m.ctrip.com',
            'referer': 'https://m.ctrip.com/webapp/you/gspoi/sight/2.html?seo=0&allianceid=4897&sid=155952&isHideNavBar=YES&from=https%3A%2F%2Fm.ctrip.com%2Fwebapp%2Fyou%2Fgsdestination%2Fplace%2F2.html%3Fseo%3D0%26ishideheader%3Dtrue%26secondwakeup%3Dtrue%26dpclickjump%3Dtrue%26allianceid%3D4897%26sid%3D155952%26ouid%3Dindex%26from%3Dhttps%253A%252F%252Fm.ctrip.com%252Fhtml5%252F',
            'accept-language': 'zh-CN,zh;q=0.9',
            'cookie': 'ibulanguage=CN; ibulocale=zh_cn; cookiePricesDisplayed=CNY; _gcl_au=1.1.2001712708.1646054591; _RF1=223.104.63.214; _RGUID=0731b0f7-45b5-4666-9828-888744fb269f; _RSG=cPKj5TFinS0VQo.4T8YeW9; _RDG=2868710522b1702c43085468305d1ce8b8; _bfaStatusPVSend=1; MKT_CKID=1646054594542.yi12k.1t3u; MKT_CKID_LMT=1646054594543; _ga=GA1.2.333705235.1646054595; _gid=GA1.2.1046662294.1646054595; appFloatCnt=2; nfes_isSupportWebP=1; GUID=09031047314318028828; nfes_isSupportWebP=1; MKT_Pagesource=H5; _bfs=1.4; _jzqco=%7C%7C%7C%7C1646054602232%7C1.1650478479.1646054594536.1646054655182.1646054672431.1646054655182.1646054672431.0.0.0.4.4; __zpspc=9.2.1646054672.1646054672.1%232%7Cwww.baidu.com%7C%7C%7C%25E6%2590%25BA%25E7%25A8%258B%7C%23; _bfi=p1%3D100101991%26p2%3D100101991%26v1%3D5%26v2%3D4; _bfaStatus=success; mktDpLinkSource=ullink; librauuid=MTPpuP1M6AmQCSUc; ibu_h5_lang=en; ibu_h5_local=en-us; _pd=%7B%22r%22%3A12%2C%22d%22%3A259%2C%22_d%22%3A247%2C%22p%22%3A260%2C%22_p%22%3A1%2C%22o%22%3A263%2C%22_o%22%3A3%2C%22s%22%3A263%2C%22_s%22%3A0%7D; Union=OUID=&AllianceID=4897&SID=155952&SourceID=&AppID=&OpenID=&exmktID=&createtime=1646054807&Expires=1646659606764; MKT_OrderClick=ASID=4897155952&AID=4897&CSID=155952&OUID=&CT=1646054806768&CURL=https%3A%2F%2Fm.ctrip.com%2Fwebapp%2Fyou%2Fgspoi%2Fsight%2F2.html%3Fseo%3D0%26allianceid%3D4897%26sid%3D155952%26isHideNavBar%3DYES%26from%3Dhttps%253A%252F%252Fm.ctrip.com%252Fwebapp%252Fyou%252Fgsdestination%252Fplace%252F2.html%253Fseo%253D0%2526ishideheader%253Dtrue%2526secondwakeup%253Dtrue%2526dpclickjump%253Dtrue%2526allianceid%253D4897%2526sid%253D155952%2526ouid%253Dindex%2526from%253Dhttps%25253A%25252F%25252Fm.ctrip.com%25252Fhtml5%25252F&VAL={"h5_vid":"1646054589723.2rr0y3"}; _bfa=1.1646054589723.2rr0y3.1.1646054589723.1646054806818.1.10.214062'
        }
        self.wb = workbook.Workbook()  # 创建Excel表格
        self.ws = self.wb.active  # 激活当前表
        # 向当前表添加标题
        self.ws.append(['城市', '景区', '状态', '评分', '门票', '距离市中心', '详情链接'])
 
    def get_data(self):
        for i in range(1, 101):
            print('当前下载第{}页'.format(i))
            payload = json.dumps({
                "index": f'{i}',
                "count": 20,
                "sortType": 1,
                "isShowAggregation": True,
                "districtId": self.CityId,  # 城市ID
                "scene": "DISTRICT",
                "pageId": "214062",
                "traceId": "f33070fa-82a6-6d22-2d18-164f0af07734",
                "extension": [
                    {
                        "name": "osVersion",
                        "value": "10.3.1"
                    },
                    {
                        "name": "deviceType",
                        "value": "ios"
                    }
                ],
                "filter": {
                    "filterItems": []
                },
                "crnVersion": "2020-09-01 22:00:45",
                "isInitialState": True,
                "head": {
                    "cid": "09031047314318028828",
                    "ctok": "",
                    "cver": "1.0",
                    "lang": "01",
                    "sid": "8888",
                    "syscode": "09",
                    "auth": "",
                    "xsid": "",
                    "extension": []
                }
            })
            response = requests.post(self.url, headers=self.headers, data=payload).json()
            # print(response)
            self.parse(response)
 
    def parse(self, response):
        result_list = response['attractionList']
        for result in result_list:
            city = result['card']['districtName']  # 城市
            place = result['card']['poiName']  # 景区
            status = result['card']['openStatus']  # 状态
            score = result['card']['commentScore']  # 评分
            tickets = result['card']['priceTypeDesc']  # 门票
            distance = result['card']['distanceStr']  # 距离市中心
            url = result['card']['detailUrl']  # 详情链接
            print(city)
            print(place)
            print(status)
            print(score)
            print(tickets)
            print(distance)
            print(url)
            print('===' * 30)
            # print(f'景区{place}的信息收集完毕！！！')
            self.save(city, place, status, score, tickets, distance, url)
 
    def save(self, city, place, status, score, tickets, distance, url):
        # 向表格里添加数据
        mylist = [city, place, status, score, tickets, distance, url]
        self.ws.append(mylist)
        # 保存到表格wb
        self.wb.save('携程.xlsx')
 
 
if __name__ == '__main__':
    x = XcSpider()
    x.get_data()

这个是我爬取到的深圳数据，它每一页是20个景区，100页刚好2000数据。ok，这期分享到此结束，后面还有更多好玩有趣的爬虫。

声明：本文内容由网友自发贡献，不代表【wpsshop博客】立场，版权归原作者所有，本站不承担相应法律责任。如您发现有侵权的内容，请联系我们。转载请注明出处：https://www.wpsshop.cn/w/很楠不爱3/article/detail/372203