又到了一年一度的盛大毕业季了，千千万万的莘莘学子就要离开校园走向全国各地的工作岗位了，离开家乡，离开校园，租房就变成了一个重要的问题，那么如何才能够更好地找到符合自己的房子呢，这里就是想构建一个房源信息的数据爬虫，对自己感兴趣的地区数据进行爬取，之后用于后面的综合分析等等。
好了，这里就不再多说废话了，本文以链家网为源数据网站进行房源信息的爬取，具体实现如下：
#!usr/bin/env python
#encoding:utf-8
from __future__ import division
'''
__Author__:沂水寒城
功能： 链家网中房源数据爬取
'''
import re
import csv
import urllib3
import requests
from lxml import etree
urllib3.disable_warnings()
headers={
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/63.0.3239.132 Safari/537.36',
'Connection': 'close',
}
def get_index_html(url):
'''
获取索引页信息
'''
try:
response = requests.get(url,headers=headers,timeout=60)
response.encoding = response.apparent_encoding
html = response.text
return html
except:
get_index_html(url)
def parse_index_html(html):
'''
解析索引页
'''
advantages = []
all_data = []
html_xpath = etree.HTML(html)
for j in range(1,31):
advantage = ''
try:
html_data = html_xpath.xpath('//*[@id="content"]/div[1]/div[1]/div['+str(j)+']/div/p[5]//i/text()')
for i in html_data:
advantage += i
advantage += ','
advantages.append(advantage)
except:
advantages.append(advantage)
'//*[@id="content"]/div[1]/div[1]/div[2]/div/p[1]'
infos_pattern = re.compile('twoline">.*?href="(.*?)">'
+'(.*?)</a>'
+'.*?a target.*?">(.*?)</a>'
+'.*?target="_blank">(.*?)</a>'
+'.*?</i>(.*?)㎡'
+'.*?</i>(.*?)<i>' #direction
+'.*?</i>(.*?)<span'
+'.*?</i>(.*?)</span>'
'.*?content__list--item-price"><em>(.*?)</em' # money
,re.S)
infos = re.findall(infos_pattern,html)
for info in infos:
info = list(info)
all_data.append(info)
return advantages,all_data
def get_detail_url(url):
'''
获取详情页信息
'''
try:
response=requests.get(url,headers=headers,timeout=60)
response.encoding=response.apparent_encoding
html=response.text
return html
except:
get_detail_url()
def write2csv(info,num):
'''
结果存储
'''
with open(num+'.csv','a',encoding='utf-8-sig',newline='') as f:
writer = csv.writer(f)
writer.writerow(info)
if __name__ == '__main__':
place=input('Please Input Zone: ')
path=input('Please Input SaveFile: ')
page=input('Please Input PageNum: ')
local_list = ['place']
for local in local_list:
for P in range(1,int(page)):
print(local,P)
url='https://bj.lianjia.com/zufang/'+str(local)+'/pg'+str(P)
html=get_index_html(url)
advantages,all_data=parse_index_html(html)
for j in range(len(all_data)):
detail_url='https://bj.lianjia.com'+all_data[j][0]
detail_html=get_detail_url(detail_url)
longitude, latitude,name=parse_detail_html(detail_html)
all_data[j].append(advantages[j])
all_data[j].append(longitude)
all_data[j].append(latitude)
all_data[j].insert(1,name)
for k in range (len(all_data[j])):
all_data[j][k]=all_data[j][k].strip().replace(' ','')
write2csv(all_data[j],path) 接下来我们以“西湖区”的房源信息为例进行采集，程序启动后截图如下：
依次根据提示信息输入你自己想要的地区就可以了，PageNum表示的是要爬取多少页的数据，这里为了演示说明就是简单爬取了前5页的数据，结果存储在xihuqu.csv文件里面了。
下面贴出来结果文件xihuqu.csv的数据内容，具体如下：
/zufang/BJ2163166819564142592.html,圣世一品,整租·圣世一品2室1厅东,朝阳,东大桥,157,东,2室1厅2卫,中楼层（20层）,24000,"近地铁,精装,集中供暖,双卫生间,随时看房,",116.465557,39.93119
/zufang/BJ2163169521073405952.html,宝丰大厦,整租·宝丰大厦3室1厅西北,丰台,玉泉营,102,西北,3室1厅1卫,低楼层（18层）,5500,"近地铁,集中供暖,随时看房,",116.303955,39.848284
/zufang/BJ2194649332370907136.html,苏荷时代,整租·苏荷时代1室1厅西,通州,果园,78,西,1室1厅1卫,低楼层（18层）,4200,"近地铁,精装,随时看房,",116.6512,39.898186
/zufang/BJ2197704911918211072.html,朗家胡同24号院,整租·朗家胡同24号院2室1厅南/北,东城,安定门,53,南北,2室1厅1卫,高楼层（6层）,6900,"近地铁,集中供暖,随时看房,",116.407254,39.95298
/zufang/BJ2202648182323167232.html,远见名苑,整租·远见名苑1室0厅东,西城,广安门,47,东,1室0厅1卫,低楼层（24层）,5300,"近地铁,精装,随时看房,",116.344985,39.891739
/zufang/BJ2205563724814106624.html,永安东里,整租·永安东里2室1厅南/北,海淀,定慧寺,71,南北,2室1厅1卫,低楼层（6层）,7000,"近地铁,集中供暖,随时看房,",116.28592,39.935122
/zufang/BJ2210568122921402368.html,新文化街,整租·新文化街2室1厅西北,西城,金融街,63,西北,2室1厅1卫,高楼层（16层）,9000,"近地铁,集中供暖,随时看房,",116.375371,39.909516
/zufang/BJ2213791819567996928.html,杨庄北街3号院,杨庄北街3号院2室1厅南/北,通州,通州北苑,60,南北,2室1厅1卫,低楼层（6层）,4300,"近地铁,集中供暖,随时看房,",116.642238,39.90911
/zufang/BJ2217227916499230720.html,光辉里小区,光辉里小区2室1厅南,朝阳,CBD,57,南,2室1厅1卫,高楼层（6层）,7200,"近地铁,集中供暖,随时看房,",116.483319,39.915337
/zufang/BJ2218096205693722624.html,荣丰2008,荣丰20081室1厅复式北,西城,广安门,29,北,1室1厅1卫,中楼层（16层）,5600,"近地铁,集中供暖,新上,随时看房,",116.343245,39.900529
/zufang/BJ2218556182497599488.html,劲松二区,整租·劲松二区2室1厅南,朝阳,劲松,53,南,2室1厅1卫,中楼层（6层）,6500,"近地铁,集中供暖,随时看房,",116.46143,39.89199
/zufang/BJ2220847369669582848.html,远见名苑,整租·远见名苑1室0厅南,西城,广安门,51,南,1室0厅1卫,低楼层（24层）,5300,"近地铁,随时看房,",116.344985,39.891739
/zufang/BJ2221601049985155072.html,富力城A区,整租·富力城A区1室0厅北,朝阳,双井,62,北,1室0厅1卫,中楼层（28层）,9000,"近地铁,精装,集中供暖,随时看房,",116.465491,39.901678
/zufang/BJ2222421367070916608.html,蓟门北里,蓟门北里2室1厅南,海淀,知春路,51,南,2室1厅1卫,中楼层（6层）,7800,"近地铁,集中供暖,随时看房,",116.356955,39.977595
/zufang/BJ2223756371973906432.html,朝阳园,整租·朝阳园2室1厅东/北,朝阳,朝青,95,东北,2室1厅1卫,低楼层（31层）,8900,"近地铁,精装,集中供暖,随时看房,",116.523444,39.92445
/zufang/BJ2224357050077954048.html,北大街,北大街2室1厅南,丰台,北大地,49,南,2室1厅1卫,高楼层（6层）,4500,"近地铁,集中供暖,随时看房,",116.2908,39.865333
/zufang/BJ2226545324934307840.html,广义里小区,整租·广义里小区2室1厅南/北,西城,长椿街,44,南北,2室1厅1卫,中楼层（4层）,7000,"近地铁,新上,随时看房,",116.362812,39.900232
/zufang/BJ2226839145593454592.html,远洋新干线,整租·远洋新干线1室1厅北,朝阳,燕莎,72,北,1室1厅1卫,中楼层（23层）,9800,"近地铁,精装,集中供暖,随时看房,",116.46615,39.963231
/zufang/BJ2228185335571939328.html,益明园,整租·益明园1室0厅南,丰台,马家堡,41,南,1室0厅1卫,中楼层（15层）,6000,"近地铁,精装,随时看房,",116.373195,39.841709
/zufang/BJ2229472638118936576.html,长阳半岛4号院,整租·长阳半岛4号院3室1厅南/北,房山,长阳,96,南北,3室1厅1卫,低楼层（9层）,5100,"近地铁,精装,集中供暖,随时看房,",116.213828,39.765558
/zufang/BJ2230382866301730816.html,铭科苑,整租·铭科苑1室1厅南/北,海淀,西二旗,53,南北,1室1厅1卫,低楼层（6层）,5600,"近地铁,集中供暖,随时看房,",116.321953,40.058245
/zufang/BJ2231598100907302912.html,金沟河2号院,整租·金沟河2号院2室1厅东/西,海淀,五棵松,60,东西,2室1厅1卫,高楼层（6层）,5600,"近地铁,精装,集中供暖,随时看房,",116.279467,39.923698
/zufang/BJ2231767891039232000.html,文慧园路甲3号,整租·文慧园路甲3号3室1厅南,海淀,小西天,99,南,3室1厅1卫,低楼层（15层）,12000,"近地铁,精装,集中供暖,随时看房,",116.376067,39.959602
/zufang/BJ2232401776353476608.html,新通国际花园,整租·新通国际花园1室1厅北,通州,梨园,51,北,1室1厅1卫,低楼层（28层）,4300,"近地铁,集中供暖,随时看房,",116.679317,39.889108
/zufang/BJ2232458096042065920.html,国海广场,整租·国海广场1室1厅西,海淀,公主坟,83,西,1室1厅1卫,低楼层（27层）,9000,"近地铁,精装,集中供暖,随时看房,",116.320668,39.913929
/zufang/BJ2233284018311266304.html,胜古中路1号院,整租·胜古中路1号院3室2厅东/西,东城,安贞,149,东西,3室2厅2卫,高楼层（14层）,15000,"近地铁,集中供暖,双卫生间,随时看房,",116.417021,39.97634
/zufang/BJ2234485370668449792.html,幸福家园三期,幸福家园三期2室1厅东北,东城,广渠门,91,东北,2室1厅1卫,中楼层（12层）,11000,"近地铁,集中供暖,随时看房,",116.437705,39.898038
/zufang/BJ2234603539110567936.html,安乐林路,安乐林路2室1厅南/北,东城,蒲黄榆,54,南北,2室1厅1卫,高楼层（6层）,6300,"近地铁,集中供暖,随时看房,",116.425101,39.872172
/zufang/BJ2234670011925413888.html,北蜂窝中路甲8号院,北蜂窝中路甲8号院2室1厅南,海淀,军博,74,南,2室1厅1卫,中楼层（22层）,7800,"近地铁,集中供暖,随时看房,",116.334886,39.904538
/zufang/BJ2235394768043507712.html,长阳半岛怡和路1号院,长阳半岛怡和路1号院3室1厅东/南/北,房山,长阳,101,东南北,3室1厅1卫,高楼层（18层）,5200,"近地铁,集中供暖,随时看房,",116.224572,39.76569
/zufang/BJ2236864254898872320.html,大红门东门里,整租·大红门东门里1室1厅东/西,丰台,大红门,42,东西,1室1厅1卫,中楼层（6层）,3900,"近地铁,集中供暖,随时看房,",116.406063,39.844091
/zufang/BJ2237510899009060864.html,志强园,整租·志强园1室1厅南,海淀,小西天,51,南,1室1厅1卫,高楼层（6层）,5300,"近地铁,精装,集中供暖,随时看房,",116.375551,39.960432
/zufang/BJ2238957004968165376.html,虎坊路小区,虎坊路小区1室1厅南,西城,陶然亭,46,南,1室1厅1卫,高楼层（6层）,5500,"近地铁,集中供暖,随时看房,",116.392587,39.890547
/zufang/BJ2239116948090650624.html,柳芳北里,整租·柳芳北里1室1厅南,朝阳,国展,42,南,1室1厅1卫,高楼层（14层）,5500,"近地铁,精装,集中供暖,随时看房,",116.446047,39.964131
/zufang/BJ2239629066527309824.html,新城国际,新城国际1室0厅西北,朝阳,东大桥,62,西北,1室0厅1卫,中楼层（31层）,15000,"近地铁,集中供暖,随时看房,",116.462122,39.923796
/zufang/BJ2240437897519955968.html,大井胡同,整租·大井胡同1室1厅东,西城,六铺炕,37,东,1室1厅1卫,低楼层（6层）,5500,"近地铁,集中供暖,随时看房,",116.390781,39.959476
/zufang/BJ2240597899623014400.html,蓝郡国际花园,蓝郡国际花园1室0厅南,昌平,西关环岛,38,南,1室0厅1卫,中楼层（15层）,3000,"近地铁,集中供暖,随时看房,",116.232119,40.223852
/zufang/BJ2241958348918898688.html,天骄俊园,天骄俊园1室1厅南,房山,长阳,60,南,1室1厅1卫,中楼层（6层）,2900,"近地铁,随时看房,",116.182532,39.756068
/zufang/BJ2242073189876776960.html,清源西里,整租·清源西里1室1厅南,大兴,枣园,54,南,1室1厅1卫,中楼层（6层）,3400,"近地铁,集中供暖,随时看房,",116.342088,39.749733
/zufang/BJ2242789722491723776.html,安德路47号院,整租·安德路47号院1室1厅西,东城,安定门,43,西,1室1厅1卫,高楼层（6层）,6800,"近地铁,精装,集中供暖,随时看房,",116.407868,39.95802
/zufang/BJ2242813564970868736.html,大乘巷,整租·大乘巷2室1厅南/北,西城,官园,60,南北,2室1厅1卫,高楼层（6层）,8000,"近地铁,集中供暖,随时看房,",116.372793,39.941647
/zufang/BJ2243193931921891328.html,世嘉博苑,世嘉博苑3室1厅南/北,大兴,西红门,94,南北,3室1厅1卫,低楼层（15层）,5800,"近地铁,集中供暖,随时看房,",116.333514,39.797388
/zufang/BJ2243274682423836672.html,远洋山水,整租·远洋山水1室1厅西,石景山,鲁谷,56,西,1室1厅1卫,高楼层（25层）,5500,"近地铁,精装,集中供暖,随时看房,",116.247008,39.906426
/zufang/BJ2243400780072108032.html,青年汇佳园,整租·青年汇佳园3室1厅南/北,朝阳,朝青,122,南北,3室1厅2卫,中楼层（18层）,12000,"近地铁,集中供暖,双卫生间,新上,随时看房,",116.521988,39.927428
/zufang/BJ2243423893866160128.html,远洋万和城A区,整租·远洋万和城A区2室2厅西南,朝阳,亚运村小营,91,西南,2室2厅1卫,低楼层（18层）,14500,"近地铁,精装,集中供暖,随时看房,",116.441704,39.998592
/zufang/BJ2243966531157901312.html,松榆里,整租·松榆里2室1厅南,朝阳,潘家园,53,南,2室1厅1卫,高楼层（6层）,6200,"近地铁,集中供暖,随时看房,",116.475341,39.880705
/zufang/BJ2243984272258244608.html,复兴门北大街,复兴门北大街2室1厅西南,西城,月坛,63,西南,2室1厅1卫,中楼层（20层）,9000,"近地铁,集中供暖,随时看房,",116.362817,39.919343
/zufang/BJ2244028930514493440.html,易构空间,整租·易构空间1室0厅北,朝阳,大望路,49,北,1室0厅1卫,低楼层（28层）,6000,"近地铁,精装,集中供暖,随时看房,",116.487301,39.90602
/zufang/BJ2246102402497519616.html,三义东里,三义东里2室1厅西南,西城,马连道,79,西南,2室1厅1卫,低楼层（14层）,6600,"近地铁,集中供暖,随时看房,",116.337732,39.894222
/zufang/BJ2246144341946925056.html,西大望路12号院,西大望路12号院2室1厅南,朝阳,大望路,68,南,2室1厅1卫,高楼层（6层）,5000,"近地铁,随时看房,",116.485085,39.911848
/zufang/BJ2246293518559748096.html,车站北里,整租·车站北里2室1厅南/北,大兴,黄村火车站,56,南北,2室1厅1卫,高楼层（6层）,3300,"近地铁,集中供暖,新上,随时看房,",116.340288,39.73022
/zufang/BJ2246323910620749824.html,万年花城四期,万年花城四期1室0厅西,丰台,玉泉营,49,西,1室0厅1卫,高楼层（27层）,5500,"近地铁,集中供暖,随时看房,",116.321999,39.852545
/zufang/BJ2246345306495533056.html,西直门南大街,整租·西直门南大街3室1厅东/南/西,西城,官园,97,东南西,3室1厅1卫,低楼层（18层）,12500,"近地铁,集中供暖,随时看房,",116.362866,39.940789
/zufang/BJ2246350066501820416.html,小黄庄一区,整租·小黄庄一区3室1厅南/北,东城,安贞,84,南北,3室1厅1卫,高楼层（21层）,10000,"近地铁,精装,集中供暖,随时看房,",116.416187,39.969551
/zufang/BJ2246795748177870848.html,裕中东里,整租·裕中东里2室1厅南/北,西城,马甸,59,南北,2室1厅1卫,高楼层（6层）,6800,"近地铁,集中供暖,随时看房,",116.399018,39.978141
/zufang/BJ2247535420760137728.html,香河园中里,整租·香河园中里1室1厅南,朝阳,国展,40,南,1室1厅1卫,高楼层（6层）,5400,"近地铁,集中供暖,随时看房,",116.452415,39.958437
/zufang/BJ2247565930496802816.html,珠江罗马嘉园西区,整租·珠江罗马嘉园西区1室1厅南,朝阳,朝青,63,南,1室1厅1卫,中楼层（8层）,7000,"近地铁,精装,集中供暖,随时看房,",116.518849,39.931002
/zufang/BJ2247573411263938560.html,慧忠里,整租·慧忠里1室1厅南,朝阳,亚运村,45,南,1室1厅1卫,中楼层（5层）,5500,"近地铁,集中供暖,随时看房,",116.409266,40.003413
/zufang/BJ2247875185984684032.html,安化北里,整租·安化北里2室1厅南/北,东城,广渠门,58,南北,2室1厅1卫,高楼层（6层）,6000,"近地铁,集中供暖,随时看房,",116.441608,39.898639
/zufang/BJ2248389947386241024.html,大成国际,整租·大成国际1室0厅北,朝阳,百子湾,45,北,1室0厅1卫,中楼层（21层）,5700,"近地铁,集中供暖,随时看房,",116.49954,39.904937
/zufang/BJ2248491539007275008.html,西罗园南里,整租·西罗园南里1室1厅南,丰台,西罗园,56,南,1室1厅1卫,中楼层（6层）,4200,"近地铁,集中供暖,随时看房,",116.398566,39.861922
/zufang/BJ2249204282966679552.html,六场宿舍,整租·六场宿舍1室1厅南,石景山,鲁谷,44,南,1室1厅1卫,中楼层（6层）,4100,"近地铁,集中供暖,随时看房,",116.224441,39.909302
/zufang/BJ2249280527594946560.html,韩庄子四里,整租·韩庄子四里1室1厅东,丰台,看丹桥,43,东,1室1厅1卫,高楼层（6层）,3500,"月租,近地铁,集中供暖,随时看房,",116.299882,39.844655
/zufang/BJ2249762856608473088.html,前泥洼小区,整租·前泥洼小区2室1厅南/北,丰台,丽泽,59,南北,2室1厅1卫,中楼层（6层）,5000,"近地铁,集中供暖,随时看房,",116.310233,39.862237
/zufang/BJ2249788532610834432.html,和平街十四区,和平街十四区2室1厅南,朝阳,和平里,56,南,2室1厅1卫,高楼层（6层）,7300,"近地铁,集中供暖,随时看房,",116.433791,39.966931
/zufang/BJ2249809278074626048.html,砖角楼北里,整租·砖角楼北里3室1厅南,朝阳,和平里,58,南,3室1厅1卫,高楼层（5层）,7800,"近地铁,集中供暖,随时看房,",116.436842,39.962603
/zufang/BJ2249848797687988224.html,葛布店东里,葛布店东里2室1厅南/北,通州,果园,80,南北,2室1厅1卫,中楼层（6层）,4000,"近地铁,集中供暖,随时看房,",116.674981,39.897618
/zufang/BJ2249968307006341120.html,华彩国际公寓,整租·华彩国际公寓1室1厅南,朝阳,望京,53,南,1室1厅1卫,中楼层（21层）,9500,"近地铁,精装,集中供暖,随时看房,",116.475833,40.01461
/zufang/BJ2249985180674555904.html,永乐东区,永乐东区2室1厅东南,石景山,鲁谷,68,东南,2室1厅1卫,中楼层（18层）,6000,"近地铁,集中供暖,",116.239132,39.906502
/zufang/BJ2250487797008318464.html,平原里小区,整租·平原里小区1室1厅南/北,西城,牛街,50,南北,1室1厅1卫,中楼层（6层）,5300,"近地铁,集中供暖,随时看房,",116.37913,39.887761
/zufang/BJ2251280200514150400.html,三义里,三义里2室1厅南,西城,马连道,60,南,2室1厅1卫,高楼层（12层）,6000,"近地铁,集中供暖,随时看房,",116.335522,39.894243
/zufang/BJ2251920219092295680.html,晨月园,整租·晨月园2室1厅南,海淀,世纪城,89,南,2室1厅1卫,中楼层（17层）,8600,"近地铁,精装,集中供暖,随时看房,",116.288983,39.964722
/zufang/BJ2251981996224430080.html,倚林佳园,整租·倚林佳园5室3厅跃层南/北,朝阳,奥林匹克公园,246,南北,5室3厅3卫,低楼层（3层）,38000,"近地铁,精装,集中供暖,随时看房,",116.378697,40.020751
/zufang/BJ2252067766360621056.html,田村路甲56号院,整租·田村路甲56号院1室1厅南,海淀,田村,40,南,1室1厅1卫,高楼层（6层）,5000,"近地铁,精装,集中供暖,新上,随时看房,",116.26046,39.935281
/zufang/BJ2252167290357555200.html,葛布店东里,葛布店东里2室1厅南/北,通州,果园,58,南北,2室1厅1卫,低楼层（6层）,4000,"近地铁,集中供暖,随时看房,",116.674981,39.897618
/zufang/BJ2252186609170784256.html,博雅国际,博雅国际1室0厅北,朝阳,望京,49,北,1室0厅1卫,中楼层（26层）,6800,"近地铁,集中供暖,随时看房,",116.475489,40.01952
/zufang/BJ2252648670963179520.html,国海广场,整租·国海广场1室1厅西,海淀,公主坟,54,西,1室1厅1卫,高楼层（27层）,6600,"近地铁,精装,集中供暖,随时看房,",116.320668,39.913929
/zufang/BJ2252708021841444864.html,新源街,新源街2室1厅东南/西北,朝阳,三元桥,58,东南西北,2室1厅1卫,中楼层（6层）,6500,"近地铁,集中供暖,随时看房,",116.46028,39.957618
/zufang/BJ2252835019703713792.html,胜古北里,整租·胜古北里1室1厅南/北,朝阳,惠新西街,60,南北,1室1厅1卫,高楼层（6层）,5600,"近地铁,精装,集中供暖,随时看房,",116.42257,39.981146
/zufang/BJ2252900612410974208.html,双旗杆东里,双旗杆东里2室1厅南/北,西城,马甸,49,南北,2室1厅1卫,高楼层（5层）,8500,"近地铁,集中供暖,随时看房,",116.394288,39.972468
/zufang/BJ2253495524764426240.html,后现代城A区,整租·后现代城A区1室0厅北,朝阳,大望路,48,北,1室0厅1卫,低楼层（20层）,6400,"近地铁,集中供暖,随时看房,",116.493655,39.905367
/zufang/BJ2253617372021653504.html,富力城A区,整租·富力城A区1室0厅北,朝阳,双井,58,北,1室0厅1卫,中楼层（28层）,9500,"近地铁,精装,集中供暖,新上,随时看房,",116.465491,39.901678
/zufang/BJ2253635038220926976.html,南沙滩小区,整租·南沙滩小区2室1厅南,朝阳,南沙滩,65,南,2室1厅1卫,中楼层（10层）,6000,"近地铁,集中供暖,随时看房,",116.382525,40.005332
/zufang/BJ2254051796689354752.html,干杨树,干杨树1室1厅东,朝阳,亚运村小营,61,东,1室1厅1卫,高楼层（20层）,7000,"近地铁,集中供暖,随时看房,",116.426051,39.996743
/zufang/BJ2254118840894234624.html,红居街10号院,整租·红居街10号院1室1厅西,西城,广安门,50,西,1室1厅1卫,高楼层（18层）,5500,"近地铁,集中供暖,随时看房,",116.345886,39.894357
/zufang/BJ2254260619727339520.html,美利山,整租·美利山2室1厅西,朝阳,百子湾,105,西,2室1厅1卫,高楼层（24层）,6500,"月租,近地铁,集中供暖,押一付一,随时看房,",116.511545,39.904464
/zufang/BJ2254272862078902272.html,恋日嘉园二期,整租·恋日嘉园二期3室2厅南/北,丰台,草桥,161,南北,3室2厅2卫,低楼层（15层）,13000,"近地铁,精装,集中供暖,双卫生间,随时看房,",116.363582,39.852291
/zufang/BJ2254761401555877888.html,三里河居民区,三里河居民区3室0厅南/北,西城,月坛,57,南北,3室0厅1卫,中楼层（5层）,8000,"近地铁,集中供暖,随时看房,",116.344116,39.921551
/zufang/BJ2254818839705960448.html,新街坊,整租·新街坊1室0厅西,朝阳,北苑,45,西,1室0厅1卫,高楼层（18层）,5300,"近地铁,精装,集中供暖,随时看房,",116.429289,40.040731
/zufang/BJ2254931957752807424.html,幸福东区,整租·幸福东区1室1厅南/北,顺义,顺义城,42,南北,1室1厅1卫,高楼层（6层）,3000,"近地铁,集中供暖,随时看房,",116.665892,40.140733
/zufang/BJ2255008451967057920.html,东恒时代二期,整租·东恒时代二期1室1厅东北,朝阳,四惠,58,东北,1室1厅1卫,高楼层（16层）,8500,"近地铁,精装,集中供暖,随时看房,",116.505098,39.918019
/zufang/BJ2255029944000724992.html,双花园西里,双花园西里2室1厅南/北,朝阳,双井,54,南北,2室1厅1卫,低楼层（6层）,6300,"近地铁,集中供暖,随时看房,",116.454043,39.903712
/zufang/BJ2255087839253905408.html,和平新城一期,和平新城一期1室1厅北,东城,和平里,56,北,1室1厅1卫,高楼层（19层）,7500,"近地铁,随时看房,",116.432835,39.957774
/zufang/BJ2255556768413794304.html,翠微路2号院,整租·翠微路2号院1室1厅南/北,海淀,公主坟,50,南北,1室1厅1卫,高楼层（6层）,5700,"近地铁,精装,集中供暖,随时看房,",116.305063,39.91533
/zufang/BJ2255625542240321536.html,DBC加州小镇,整租·DBC加州小镇1室0厅南,通州,临河里,42,南,1室0厅1卫,低楼层（11层）,3200,"近地铁,随时看房,",116.689244,39.873245
/zufang/BJ2255710805670764544.html,广安门内大街,整租·广安门内大街2室1厅南,西城,牛街,58,南,2室1厅1卫,高楼层（6层）,6200,"近地铁,集中供暖,随时看房,",116.370773,39.894583
/zufang/BJ2255743319562780672.html,小关北里,整租·小关北里1室1厅东/西,朝阳,惠新西街,46,东西,1室1厅1卫,低楼层（12层）,6000,"近地铁,精装,集中供暖,新上,随时看房,",116.422403,39.987661
/zufang/BJ2255798304908509184.html,华威西里,整租·华威西里1室1厅南,朝阳,潘家园,47,南,1室1厅1卫,高楼层（6层）,5300,"近地铁,精装,集中供暖,随时看房,",116.460032,39.879667
/zufang/BJ2255844666471882752.html,东兴二区,整租·东兴二区2室1厅南/北,顺义,顺义城,82,南北,2室1厅1卫,高楼层（6层）,4000,"近地铁,集中供暖,随时看房,",116.673001,40.138289
/zufang/BJ2255855016294760448.html,锦鸿阁,整租·锦鸿阁2室1厅东,朝阳,和平里,76,东,2室1厅1卫,中楼层（14层）,8500,"近地铁,精装,集中供暖,新上,随时看房,",116.437911,39.967835
/zufang/BJ2255908223003934720.html,新中西街,整租·新中西街1室1厅南,东城,朝阳门外,39,南,1室1厅1卫,中楼层（7层）,6000,"近地铁,集中供暖,随时看房,",116.444278,39.938213
/zufang/BJ2256253210799390720.html,车公庄北里,整租·车公庄北里1室1厅南,西城,车公庄,38,南,1室1厅1卫,高楼层（18层）,6200,"近地铁,精装,集中供暖,随时看房,",116.353434,39.940291
/zufang/BJ2256269038567571456.html,三空间,三空间1室1厅东,朝阳,亚运村小营,63,东,1室1厅1卫,低楼层（10层）,12000,"近地铁,集中供暖,随时看房,",116.427315,39.995693
/zufang/BJ2256305868918497280.html,海晟名苑北区,整租·海晟名苑北区1室0厅东,东城,工体,48,东,1室0厅1卫,中楼层（17层）,8000,"近地铁,精装,集中供暖,随时看房,",116.448623,39.945062
/zufang/BJ2256383708070150144.html,三源里北小街,整租·三源里北小街2室1厅东南,朝阳,三元桥,59,东南,2室1厅1卫,中楼层（16层）,7200,"近地铁,集中供暖,随时看房,",116.461519,39.961727
/zufang/BJ2256490498204647424.html,宝星国际二期,整租·宝星国际二期1室0厅南,朝阳,望京,63,南,1室0厅1卫,低楼层（22层）,7500,"近地铁,精装,随时看房,",116.489254,40.006445
/zufang/BJ2256511614679523328.html,凌云居,整租·凌云居1室1厅北,西城,牛街,57,北,1室1厅1卫,中楼层（22层）,6000,"近地铁,精装,集中供暖,随时看房,",116.374284,39.89445
/zufang/BJ2256952935185924096.html,华业东方玫瑰C区,华业东方玫瑰C区2室1厅东/西,通州,临河里,92,东西,2室1厅1卫,低楼层（22层）,6300,"近地铁,集中供暖,随时看房,",116.690726,39.884097
/zufang/BJ2257081168002826240.html,沙子口路50号,整租·沙子口路50号2室1厅南,东城,永定门,97,南,2室1厅1卫,低楼层（18层）,7300,"近地铁,精装,集中供暖,随时看房,",116.41197,39.867985
/zufang/BJ2257123268597661696.html,团结湖中路北二条,整租·团结湖中路北二条2室1厅南/北,朝阳,团结湖,48,南北,2室1厅1卫,高楼层（5层）,6800,"近地铁,精装,集中供暖,随时看房,",116.476819,39.933331
/zufang/BJ2257165103214362624.html,马家堡西里,马家堡西里2室1厅南/北,丰台,马家堡,59,南北,2室1厅1卫,高楼层（6层）,5500,"近地铁,集中供暖,随时看房,",116.382561,39.862204
/zufang/BJ2257168625230151680.html,石榴园南里小区,石榴园南里小区2室1厅南/北,丰台,刘家窑,60,南北,2室1厅1卫,高楼层（6层）,5600,"近地铁,集中供暖,随时看房,",116.423841,39.850638
/zufang/BJ2257184962321596416.html,裕中西里,整租·裕中西里1室1厅东,西城,马甸,52,东,1室1厅1卫,中楼层（20层）,6500,"近地铁,集中供暖,随时看房,",116.39145,39.978742
/zufang/BJ2257225534604058624.html,海淀南路,整租·海淀南路2室1厅西南,海淀,苏州桥,65,西南,2室1厅1卫,中楼层（16层）,10000,"近地铁,集中供暖,随时看房,",116.314787,39.981606
/zufang/BJ2257251947218747392.html,安慧里五区,整租·安慧里五区1室1厅南/北,朝阳,亚运村,41,南北,1室1厅1卫,中楼层（6层）,5500,"近地铁,精装,集中供暖,随时看房,",116.421644,39.996488
/zufang/BJ2257714081891368960.html,信建里小区,整租·信建里小区1室1厅南,西城,右安门内,46,南,1室1厅1卫,高楼层（6层）,5600,"近地铁,精装,集中供暖,随时看房,",116.375911,39.881969
/zufang/BJ2257742555536441344.html,双旗杆东里,双旗杆东里2室1厅南/北,西城,马甸,49,南北,2室1厅1卫,中楼层（5层）,7800,"近地铁,集中供暖,随时看房,",116.394288,39.972468
/zufang/BJ2257843698576932864.html,安德路乙61号院,安德路乙61号院1室1厅东,东城,安定门,44,东,1室1厅1卫,高楼层（14层）,6800,"近地铁,集中供暖,随时看房,",116.400524,39.958938
/zufang/BJ2257965377231257600.html,双榆树东里,双榆树东里2室1厅东南,海淀,双榆树,59,东南,2室1厅1卫,低楼层（16层）,8000,"近地铁,集中供暖,随时看房,",116.333303,39.974734
/zufang/BJ2258382530527109120.html,炫特嘉园二期,炫特嘉园二期1室0厅西,朝阳,石佛营,42,西,1室0厅1卫,高楼层（28层）,5200,"近地铁,集中供暖,随时看房,",116.513009,39.936277感兴趣的可以拿去试试。
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