【发布时间】:2019-03-14 16:36:31
【问题描述】:
我正在尝试使用 BeautifulSoup 从网页中提取数据并将该数据格式化为 .csv 文件。我已经非常成功地获取了页面中的数据,但我无法弄清楚如何正确格式化文件。
我的问题是,如果我在第一列中有 10 个项目(带有标题的 11 行),则下一列中的数据从我的第 12 行开始。 .csv 最终看起来是交错的(像楼梯),例如:
Field1,Field2,Field3
data1,,
data1,,
data1,,
,data2,
,data2,
,data2,
,,data3
,,data3
,,data3
显然,使用如下格式的 .csv 会更容易:
Field1,Field2,Field3
data1,data2,data3
data1,data2,data3
data1,data2,data3
我的代码如下所示:
import time
import requests
import csv
from bs4 import BeautifulSoup
# Time to wait between each item.
t = .010
# Create a csv file to write to.
f = open('filename.csv', 'w')
fieldnames = ('Field1','Field2')
writer = csv.DictWriter(f, fieldnames = fieldnames, lineterminator = '\n')
writer.writeheader()
# Define target page.
url = 'https://www.example.com'
page = requests.get(url)
soup = BeautifulSoup(page.text, 'html.parser')
# Filter useful information from the page.
data_list = soup.find(class_='class0')
data_raw = data_list.find_all(class_='class1')
otherData_raw = otherData_list.find_all(class_='class2')
# Extract [data1] from html.
for data_location in data_raw:
data_refine = data_location.find_all('a')
for data_item in data_refine:
field1 = data_item.contents[0]
writer.writerow({'Field1':field1})
time.sleep(t)
# Extract [data2] from html.
for otherData_location in otherData_raw:
otherData_refine = otherData_location.find_all('a')
for otherData_item in otherData_refine:
field2 = otherData_item.contents[0]
writer.writerow({'Field2':field2})
time.sleep(t)
f.close()
我尝试了一些解决方案,但都没有运气。我是 Python 的初学者,所以如果这是一个愚蠢的问题,我提前道歉。不过,我将非常感谢您对这个问题的任何帮助。谢谢!
【问题讨论】:
标签: python python-3.x csv beautifulsoup