您可以使用:
import pandas as pd
import requests
import bs4
import io
user_input = '91605' # input("Enter a zipcode: ")
url = 'https://www.redfin.com'
endpoint = f'{url}/zipcode/{user_input}/filter/include=sold-3mo'
headers = {'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64; rv:109.0) Gecko/20100101 Firefox/111.0'}
response = requests.get(endpoint, headers=headers)
soup = bs4.BeautifulSoup(response.content, 'html.parser')
download_link = soup.find('a', {'class': 'downloadLink'})['href']
csvfile = requests.get(f'{url}{download_link}', headers=headers)
buf = io.BytesIO(csvfile.content)
df = pd.read_csv(buf)
输出:
>>> df
SALE TYPE SOLD DATE PROPERTY TYPE ADDRESS CITY STATE OR PROVINCE ... SOURCE MLS# FAVORITE INTERESTED LATITUDE LONGITUDE
0 PAST SALE February-8-2023 Single Family Residential 7749 Beeman Ave North Hollywood CA ... CRMLS BB22257833 N Y 34.211741 -118.409218
1 PAST SALE NaN Condo/Co-op 7804 Laurel Canyon Blvd #4 North Hollywood CA ... NaN NaN N Y 34.212322 -118.396181
2 PAST SALE February-6-2023 Multi-Family (5+ Unit) 6901 Hinds Ave North Hollywood CA ... CRMLS BB23021008 N Y 34.196008 -118.391276
3 PAST SALE NaN Single Family Residential 8034 Gentry Ave North Hollywood CA ... NaN NaN N Y 34.216784 -118.392647
4 PAST SALE March-15-2023 Condo/Co-op 6861 Hinds Ave #5 North Hollywood CA ... CRISNet SR23029018 N Y 34.195651 -118.391344
5 PAST SALE NaN Single Family Residential 12224 Milldale Ct North Hollywood CA ... NaN NaN N Y 34.211048 -118.399583
6 PAST SALE March-21-2023 Condo/Co-op 6904 Radford Ave #8 North Hollywood CA ... CRMLS P1-12258 N Y 34.196028 -118.391814
7 PAST SALE February-13-2023 Single Family Residential 7841 Beck Ave North Hollywood CA ... CRISNet SR22210989 N Y 34.213260 -118.383656
8 PAST SALE March-16-2023 Single Family Residential 11949 Strathern St North Hollywood CA ... CRISNet SR22257978 N Y 34.215976 -118.393718
9 PAST SALE March-8-2023 Townhouse 7420 Laurelgrove Ave #1 North Hollywood CA ... CRMLS GD22228601 N Y 34.205464 -118.399913
10 PAST SALE January-25-2023 Condo/Co-op 7131 N Coldwater Canyon Ave #10 North Hollywood CA ... TheMLS 22-225607 N Y 34.200340 -118.415193
11 PAST SALE March-8-2023 Single Family Residential 7606 Van Noord Ave North Hollywood CA ... CRMLS CV23006173 N Y 34.208269 -118.414910
12 PAST SALE December-30-2022 Multi-Family (5+ Unit) 12755 Vanowen St North Hollywood CA ... CRISNet SR22242878 N Y 34.194225 -118.411473
13 PAST SALE January-19-2023 Single Family Residential 7848 Melita Ave North Hollywood CA ... CRISNet SR22247835 N Y 34.212691 -118.419827
14 PAST SALE January-31-2023 Multi-Family (5+ Unit) 8241 Whitsett Ave North Hollywood CA ... TheMLS 22-220253 N Y 34.221112 -118.405676
15 PAST SALE January-30-2023 Multi-Family (2-4 Unit) 6860 Gentry Ave North Hollywood CA ... CRMLS DW22227164 N Y 34.195664 -118.392965
16 PAST SALE January-18-2023 Single Family Residential 12561 Willard St North Hollywood CA ... CRISNet SR22229727 N Y 34.219215 -118.407428
17 PAST SALE February-3-2023 Single Family Residential 7029 Longridge Ave North Hollywood CA ... CRISNet SR22235657 N Y 34.198397 -118.421764
18 PAST SALE January-30-2023 Single Family Residential 11737 Blythe St North Hollywood CA ... CRISNet SR22214841 N Y 34.214993 -118.389130
19 PAST SALE March-6-2023 Single Family Residential 12201 Crewe St North Hollywood CA ... TheMLS 22-224627 N Y 34.196816 -118.398849
20 PAST SALE February-3-2023 Single Family Residential 11912 Burton St North Hollywood CA ... CRISNet SR22238841 N Y 34.219658 -118.392965
21 PAST SALE January-3-2023 Single Family Residential 12762 Cantara St North Hollywood CA ... CRISNet SR22200303 N Y 34.219651 -118.411907
22 PAST SALE January-6-2023 Multi-Family (2-4 Unit) 7343 Tujunga Ave North Hollywood CA ... CRMLS BB22206682 N Y 34.204287 -118.379464
23 PAST SALE January-31-2023 Single Family Residential 7604 Lilly Way North Hollywood CA ... CRMLS WS22224124 N Y 34.208676 -118.398021
24 PAST SALE January-10-2023 Mobile/Manufactured Home 7337 Ethel Ave W North Hollywood CA ... CRISNet SR22185471 N Y 34.204002 -118.419327
25 PAST SALE March-3-2023 Single Family Residential 11556 Valerio St North Hollywood CA ... TheMLS 22-180731 N Y 34.204637 -118.384480
26 PAST SALE NaN Single Family Residential 7263 Farmdale Ave North Hollywood CA ... NaN NaN N Y 34.203048 -118.381499
27 PAST SALE NaN Single Family Residential 7952 Longridge Ave North Hollywood CA ... NaN NaN N Y 34.215341 -118.421399
28 PAST SALE NaN Single Family Residential 7936 Vantage Ave North Hollywood CA ... NaN NaN N Y 34.214909 -118.397452
29 PAST SALE NaN Single Family Residential 8067 Shadyglade Ave North Hollywood CA ... NaN NaN N Y 34.217734 -118.402247
30 PAST SALE NaN Single Family Residential 13044 Lorne St North Hollywood CA ... NaN NaN N Y 34.217240 -118.417976
[31 rows x 27 columns]