前言
每天一個爬蟲練習,爬個比較簡單的網站
import requests from bs4 import BeautifulSoup import pandas as pd import time def get_data(url): resp = requests.get(url) html = resp.content.decode('gbk') soup = BeautifulSoup(html, 'html.parser') tr_list = soup.find_all('tr') dates, conditions, tempmin, tempmax = [], [], [], [] for data in tr_list[1:]: sub_data = data.text.split() dates.append(sub_data[0]) conditions.append(''.join(sub_data[1:3])) tempmax.append(sub_data[3]) tempmin.append(sub_data[5]) _data = pd.DataFrame() _data["日期"] = dates _data['天氣狀況'] = conditions _data['最高氣溫'] = tempmax _data['最低氣溫'] = tempmin return _data #data_1_month = get_data('此處為任一月份資料的網址') 使用時只需修改此處,具體示例如下 print('正在抓取1月份資料') data_1_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201101.html') print('正在抓取2月份資料') data_2_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201102.html') print('正在抓取3月份資料') data_3_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201103.html') print('正在抓取4月份資料') data_4_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201104.html') print('正在抓取5月份資料') data_5_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201105.html') print('正在抓取6月份資料') data_6_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201106.html') print('正在抓取7月份資料') data_7_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201107.html') print('正在抓取8月份資料') data_8_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201108.html') print('正在抓取9月份資料') data_9_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201109.html') print('正在抓取10月份資料') data_10_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201110.html') print('正在抓取11月份資料') data_11_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201111.html') print('正在抓取12月份資料') data_12_month = get_data('http://www.tianqihoubao.com/lishi/huichang/month/201112.html') print('資料抓取成功!正在整合該年資料,請稍后......') time.sleep(3) data = pd.concat([data_1_month, data_2_month, data_3_month, data_4_month, data_5_month, data_6_month, data_7_month, data_8_month, data_9_month, data_10_month, data_11_month, data_12_month]).reset_index(drop=True) print(data) print('資料整合完畢!') #資料爬取結果會保存在此代碼同一徑下
示例結果:
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標籤:Python
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