Apartments.com Real Estate Listings Data

import requests
from pprint import pprint

# Structure payload.
payload = {
   'source': 'universal',
   'url': 'https://www.apartments.com/san-francisco-ca/',
   'render': 'html',
   'parse': True,
   'parsing_instructions': {"listings":{"_fns":[{"_fn":"xpath","_args":["//ul/li[@class=\"mortar-wrapper\"]","//div[@id=\"placardContainer\"]/ul/li","//div[@class=\"placardContainer\"]/ul/li","//div[@data-analytics-profiletype=\"Unknown\"]/ul/li","//section[@id=\"placards\"]/div[2]/ul/li","//section[@class=\"placards placardsv2\"]/div[2]/ul/li","//div[@class=\"searchAppWrapper searchHeaderWrap \"]/section[2]/div[2]/ul/li","//section[@id=\"searchApp\"]/div[1]/section[2]/div[2]/ul/li","//section[@class=\"searchApp\"]/div[1]/section[2]/div[2]/ul/li","//div[@class=\"mainWrapper \"]/main/section/div[1]/section[2]/div[2]/ul/li","//body[@class=\"desktop \"]/div[1]/main/section/div[1]/section[2]/div[2]/ul/li"]}],"_items":{"title":{"_fns":[{"_fn":"xpath_one","_args":[".//span[@class=\"js-placardTitle title\"]/text()",".//div[@class=\"property-title\"]/span/text()",".//a[@class=\"property-link\"]/div[1]/span/text()",".//div[@class=\"property-information\"]/a/div[1]/span/text()",".//header[@class=\"placard-header has-logo\"]/div[1]/a/div[1]/span/text()",".//article[@data-countrycode=\"US\"]/header/div[1]/a/div[1]/span/text()",".//article[@class=\"placard placard-option-diamond has-header js-diamond \"]/header/div[1]/a/div[1]/span/text()"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]},"address":{"_fns":[{"_fn":"xpath_one","_args":[".//div[@class=\"property-address js-url\"]/text()",".//a[@class=\"property-link\"]/div[2]/text()",".//div[@class=\"property-information\"]/a/div[2]/text()",".//header[@class=\"placard-header has-logo\"]/div[1]/a/div[2]/text()",".//article[@data-countrycode=\"US\"]/header/div[1]/a/div[2]/text()",".//article[@class=\"placard placard-option-diamond has-header js-diamond \"]/header/div[1]/a/div[2]/text()",".//article/header/div[1]/a/div[2]/text()"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]},"link":{"_fns":[{"_fn":"xpath_one","_args":[".//div[@class=\"property-information\"]/a/@href",".//header[@class=\"placard-header has-logo\"]/div[1]/a/@href",".//article[@data-countrycode=\"US\"]/header/div[1]/a/@href",".//article[@class=\"placard placard-option-diamond has-header js-diamond \"]/header/div[1]/a/@href",".//article/header/div[1]/a/@href",".//article[@data-ck=\"dv0gtnl\"]/header/div[1]/a/@href"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]},"image_link":{"_fns":[{"_fn":"xpath_one","_args":[".//div[@class=\"carousel-item active us \"]/img/@src",".//div[@class=\"carousel-inner\"]/div/img/@src",".//div[@data-bs-interval=\"false\"]/div[3]/div/img/@src",".//div[@class=\"imageContainer carousel slide\"]/div[3]/div/img/@src",".//div[@class=\"media\"]/div[3]/div[3]/div/img/@src",".//div[@class=\"media-inner\"]/div/div[3]/div[3]/div/img/@src",".//div[@class=\"media-outer\"]/div/div/div[3]/div[3]/div/img/@src"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]},"media_links":{"_fns":[{"_fn":"xpath","_args":[".//ul[@class=\"mediaLinksList\"]/li/a/@href",".//div[@class=\"mediaLinks\"]/ul/li/a/@href",".//div[@class=\"media\"]/div[5]/ul/li/a/@href",".//div/ul[@class=\"mediaLinksList\"]//li/a/@href",".//div[@class=\"media-inner\"]/div/div[5]/ul/li/a/@href",".//div[@class=\"media-outer\"]/div/div/div[5]/ul/li/a/@href",".//div[@class=\"media-wrapper\"]/div[2]/div/div/div[5]/ul/li/a/@href"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]},"pricing":{"_fns":[{"_fn":"xpath_one","_args":[".//p[@class=\"property-pricing\"]/text()",".//div[@class=\"top-level-info\"]/a/p[1]/text()",".//div[@class=\"content-wrapper\"]/div[1]/a/p[1]/text()",".//div[@class=\"property-info\"]/div/div[1]/a/p[1]/text()",".//div[@class=\"content-inner\"]/div[2]/div/div[1]/a/p[1]/text()",".//section[@class=\"placard-content\"]/div/div[2]/div/div[1]/a/p[1]/text()",".//article[@data-countrycode=\"US\"]/section/div/div[2]/div/div[1]/a/p[1]/text()"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]},"beds":{"_fns":[{"_fn":"xpath_one","_args":[".//p[@class=\"property-beds\"]/text()",".//a[@class=\"property-link\"]/p[2]/text()",".//div[@class=\"top-level-info\"]/a/p[2]/text()",".//div[@class=\"content-wrapper\"]/div[1]/a/p[2]/text()",".//div[@class=\"property-info\"]/div/div[1]/a/p[2]/text()",".//div[@class=\"content-inner\"]/div[2]/div/div[1]/a/p[2]/text()",".//section[@class=\"placard-content\"]/div/div[2]/div/div[1]/a/p[2]/text()"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]},"amenities":{"_fns":[{"_fn":"xpath","_args":[".//p[@class=\"property-amenities\"]/span/text()",".//div[@class=\"content-wrapper\"]/a/p/span/text()",".//div[@class=\"property-info\"]/div/a/p/span/text()",".//div[@class=\"content-inner\"]/div[2]/div/a/p/span/text()",".//section[@class=\"placard-content\"]/div/div[2]/div/a/p/span/text()",".//article[@data-countrycode=\"US\"]/section/div/div[2]/div/a/p/span/text()",".//article[@class=\"placard placard-option-diamond has-header js-diamond \"]/section/div/div[2]/div/a/p/span/text()"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]},"specials":{"_fns":[{"_fn":"xpath_one","_args":[".//span[@class=\"mortar-badge mortar-badge-grey\"]/text()",".//div[@class=\"property-specials\"]/span/text()",".//div[@class=\"content-wrapper\"]/div[2]/span/text()",".//div[@class=\"property-info\"]/div/div[2]/span/text()",".//div[@class=\"content-inner\"]/div[2]/div/div[2]/span/text()",".//section[@class=\"placard-content\"]/div/div[2]/div/div[2]/span/text()",".//article[@data-countrycode=\"US\"]/section/div/div[2]/div/div[2]/span/text()"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]},"phone_number":{"_fns":[{"_fn":"xpath_one","_args":[".//div[@class=\"property-actions\"]/a/span/text()",".//a[@class=\"phone-link js-phone js-student-housing\"]/span/text()",".//div[@class=\"content-wrapper\"]/div[3]/a/span/text()",".//div[@class=\"property-info\"]/div/div[3]/a/span/text()",".//div[@class=\"content-inner\"]/div[2]/div/div[3]/a/span/text()",".//section[@class=\"placard-content\"]/div/div[2]/div/div[3]/a/span/text()",".//article[@data-countrycode=\"US\"]/section/div/div[2]/div/div[3]/a/span/text()"]},{"_fn":"regex_search","_args":["^\\s*(.[\\s\\S]*?)\\s*$",1]}]}}}}
}

# Get response.
response = requests.request(
    'POST',
    'https://realtime.oxylabs.io/v1/queries',
    auth=('YOUR_USERNAME', 'YOUR_PASSWORD'), # Your credentials go here
    json=payload,
)

# Instead of response with job status and results url, this will return the
# JSON response with results.
pprint(response.json())

{
    "listings": [
        {
            "beds": "Studio - 3 Beds",
            "link": "https://www.apartments.com/150-van-ness-san-francisco-ca/8pdvlx3/",
            "title": "150 Van Ness",
            "address": "150 Van Ness Ave, San Francisco, CA 94102",
            "pricing": "$2,795 - $7,400",
            "specials": null,
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "Pool",
                "Dishwasher",
                "Refrigerator",
                "Kitchen",
                "In Unit Washer & Dryer"
            ],
            "image_link": "https://images1.apartments.com/i2/r14AnQGuoGYDET-FwUdVLB_4E99ZhVPVc8S01qavsvY/117/150-van-ness-san-francisco-ca-heated-pool.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/150-van-ness-san-francisco-ca/8pdvlx3/#8pdvlx3-0-virtualTour"
            ],
            "phone_number": "(415) 818-9936"
        },
        {
            "beds": "Studio - 2 Beds",
            "link": "https://www.apartments.com/lakewood-apartments-at-lake-merced-san-francisco-ca/wzzsn3h/",
            "title": "Lakewood Apartments At Lake Merced",
            "address": "515 John Muir Dr, San Francisco, CA 94132",
            "pricing": "$2,199 - $4,399",
            "specials": null,
            "amenities": [
                "Fitness Center",
                "Pool",
                "Dishwasher",
                "Refrigerator",
                "Kitchen",
                "Walk-In Closets"
            ],
            "image_link": "https://images1.apartments.com/i2/001XHolSKn1FZHqAVLHgp5jLs57NdsA_yHzZZrK_hcw/117/lakewood-apartments-at-lake-merced-san-francisco-ca-aerial.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/lakewood-apartments-at-lake-merced-san-francisco-ca/wzzsn3h/#wzzsn3h-0-videos",
                "https://www.apartments.com/lakewood-apartments-at-lake-merced-san-francisco-ca/wzzsn3h/#wzzsn3h-0-virtualTour"
            ],
            "phone_number": "(650) 870-2375"
        },
        {
            "beds": "Studio - 2 Beds",
            "link": "https://www.apartments.com/edgewater-san-francisco-ca/1ybjl44/",
            "title": "Edgewater",
            "address": "355 Berry St, San Francisco, CA 94158",
            "pricing": "$2,751 - $4,878",
            "specials": "Specials",
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "In Unit Washer & Dryer",
                "Walk-In Closets",
                "Balcony",
                "High-Speed Internet",
                "Patio"
            ],
            "image_link": "https://images1.apartments.com/i2/meiErDsqtDD1Gf4ioBZpPo_-83nxrGiQMy3Hp6DwBUc/117/edgewater-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/edgewater-san-francisco-ca/1ybjl44/#1ybjl44-0-videos",
                "https://www.apartments.com/edgewater-san-francisco-ca/1ybjl44/#1ybjl44-0-virtualTour"
            ],
            "phone_number": "(510) 306-7527"
        },
        {
            "beds": "Studio - 3 Beds",
            "link": "https://www.apartments.com/2000-post-san-francisco-ca/mrb74sk/",
            "title": "2000 Post",
            "address": "2000 Post St, San Francisco, CA 94115",
            "pricing": "$2,523 - $4,449",
            "specials": "Specials",
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "Pool",
                "Walk-In Closets",
                "High-Speed Internet",
                "Stainless Steel Appliances",
                "Ceiling Fans"
            ],
            "image_link": "https://images1.apartments.com/i2/v71HGAaR9EhNiGLC6x4sIIdyPjB1Vtd9iBEgocQ8v0M/117/2000-post-san-francisco-ca-interior-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/2000-post-san-francisco-ca/mrb74sk/#mrb74sk-0-videos",
                "https://www.apartments.com/2000-post-san-francisco-ca/mrb74sk/#mrb74sk-0-virtualTour"
            ],
            "phone_number": "(510) 694-4010"
        },
        {
            "beds": "Studio - 2 Beds",
            "link": "https://www.apartments.com/geary-courtyard-san-francisco-ca/kvh3nk8/",
            "title": "Geary Courtyard",
            "address": "639 Geary St, San Francisco, CA 94102",
            "pricing": "$2,111 - $2,164",
            "specials": "Specials",
            "amenities": [
                "Pets Allowed",
                "High-Speed Internet",
                "Stainless Steel Appliances",
                "Business Center",
                "Package Service",
                "Controlled Access",
                "Concierge"
            ],
            "image_link": "https://images1.apartments.com/i2/tU7HAatRP_Hjk0ox3WUfBKQdHoJ7eymvDBX1T9SJyoU/117/geary-courtyard-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/geary-courtyard-san-francisco-ca/kvh3nk8/#kvh3nk8-0-videos",
                "https://www.apartments.com/geary-courtyard-san-francisco-ca/kvh3nk8/#kvh3nk8-0-virtualTour"
            ],
            "phone_number": "(415) 917-4760"
        },
        {
            "beds": "Studio - 2 Beds",
            "link": "https://www.apartments.com/nema-san-francisco-ca/8z5g891/",
            "title": "NEMA",
            "address": "8 10th St, San Francisco, CA 94103",
            "pricing": "$2,875 - $6,530",
            "specials": "Specials",
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "Pool",
                "Dishwasher",
                "Refrigerator",
                "In Unit Washer & Dryer",
                "Walk-In Closets"
            ],
            "image_link": "https://images1.apartments.com/i2/zMeQeMnTS-_eT469Y9OWt3Wjb2SF-vQp6aLbYwa6z5Y/117/nema-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/nema-san-francisco-ca/8z5g891/#8z5g891-0-videos",
                "https://www.apartments.com/nema-san-francisco-ca/8z5g891/#8z5g891-0-virtualTour"
            ],
            "phone_number": "(510) 345-2427"
        },
        {
            "beds": "Studio - 4 Beds",
            "link": "https://www.apartments.com/the-gateway-san-francisco-ca/cs10w0d/",
            "title": "The Gateway",
            "address": "460 Davis Ct, San Francisco, CA 94111",
            "pricing": "$2,692 - $5,243",
            "specials": null,
            "amenities": [
                "In Unit Washer & Dryer",
                "Microwave",
                "Stainless Steel Appliances",
                "Controlled Access",
                "Hardwood Floors",
                "Elevator",
                "Rooftop Deck"
            ],
            "image_link": "https://images1.apartments.com/i2/mgI4WGVW61NDHqm2oxalEh9Xub51RVlNd6jfpdXgsoI/117/the-gateway-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/the-gateway-san-francisco-ca/cs10w0d/#cs10w0d-0-virtualTour"
            ],
            "phone_number": "(510) 757-9988"
        },
        {
            "beds": "Studio - 2 Beds",
            "link": "https://www.apartments.com/100-van-ness-san-francisco-ca/yv6dh0t/",
            "title": "100 Van Ness",
            "address": "100 Van Ness Ave, San Francisco, CA 94102",
            "pricing": "$2,953 - $5,581",
            "specials": null,
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "Pool",
                "Dishwasher",
                "Refrigerator",
                "Kitchen"
            ],
            "image_link": "https://images1.apartments.com/i2/pcUVBwMqzmikTGvQEhAVe-EqxUfmUh1L1XhNbEA55Jc/117/100-van-ness-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/100-van-ness-san-francisco-ca/yv6dh0t/#yv6dh0t-0-videos",
                "https://www.apartments.com/100-van-ness-san-francisco-ca/yv6dh0t/#yv6dh0t-0-virtualTour"
            ],
            "phone_number": "(415) 707-2873"
        },
        {
            "beds": "Studio - 3 Beds",
            "link": "https://www.apartments.com/388-beale-san-francisco-ca/bkq1ge9/",
            "title": "388 Beale",
            "address": "388 Beale St, San Francisco, CA 94105",
            "pricing": "$3,241 - $6,827",
            "specials": "Discounts",
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "In Unit Washer & Dryer",
                "Walk-In Closets",
                "Balcony",
                "Maintenance on site",
                "High-Speed Internet"
            ],
            "image_link": "https://images1.apartments.com/i2/_H3vhtXIiNbt9XvH9dRwbRpwpiFNhpmzTcxjgQ2snL0/117/388-beale-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/388-beale-san-francisco-ca/bkq1ge9/#bkq1ge9-0-videos",
                "https://www.apartments.com/388-beale-san-francisco-ca/bkq1ge9/#bkq1ge9-0-virtualTour"
            ],
            "phone_number": "(650) 822-0017"
        },
        {
            "beds": "1-3 Beds",
            "link": "https://www.apartments.com/parkmerced-san-francisco-ca/26ht3d9/",
            "title": "Parkmerced",
            "address": "3711 19th Ave, San Francisco, CA 94132",
            "pricing": "$2,655 - $7,418",
            "specials": "Specials",
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "Clubhouse",
                "Maintenance on site",
                "Business Center",
                "Elevator"
            ],
            "image_link": "https://images1.apartments.com/i2/FeXUd4sjzzESHa6YMPpHT6hDO-y5LEKWPNFam1-SRC4/117/parkmerced-san-francisco-ca-interior-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/parkmerced-san-francisco-ca/26ht3d9/#26ht3d9-0-videos",
                "https://www.apartments.com/parkmerced-san-francisco-ca/26ht3d9/#26ht3d9-0-virtualTour"
            ],
            "phone_number": "(650) 761-9527"
        },
        {
            "beds": "Studio - 2 Beds",
            "link": "https://www.apartments.com/channel-mission-bay-san-francisco-ca/7l08vty/",
            "title": "Channel Mission Bay",
            "address": "185 Channel St, San Francisco, CA 94158",
            "pricing": "$3,382 - $6,699",
            "specials": null,
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "Pool",
                "Kitchen",
                "In Unit Washer & Dryer",
                "Walk-In Closets"
            ],
            "image_link": "https://images1.apartments.com/i2/qcusJdwZSVH4o1JLR706vBKf-zuOhZNNL8FnRlJnndc/117/channel-mission-bay-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/channel-mission-bay-san-francisco-ca/7l08vty/#7l08vty-0-videos",
                "https://www.apartments.com/channel-mission-bay-san-francisco-ca/7l08vty/#7l08vty-0-virtualTour"
            ],
            "phone_number": "(510) 288-9715"
        },
        {
            "beds": "Studio - 2 Beds",
            "link": "https://www.apartments.com/hq-san-francisco-ca/x4k2dsm/",
            "title": "HQ",
            "address": "1532 Harrison St, San Francisco, CA 94103",
            "pricing": "$2,295 - $3,736",
            "specials": "1 Month Free",
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "Dishwasher",
                "Kitchen",
                "In Unit Washer & Dryer",
                "Balcony",
                "Range"
            ],
            "image_link": "https://images1.apartments.com/i2/j4fy-cP8ud0hykiWocqUy_09bB0QzId8svh-rU3qnvw/117/hq-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/hq-san-francisco-ca/x4k2dsm/#x4k2dsm-0-videos",
                "https://www.apartments.com/hq-san-francisco-ca/x4k2dsm/#x4k2dsm-0-virtualTour"
            ],
            "phone_number": "(510) 272-7239"
        },
        {
            "beds": "Studio - 3 Beds",
            "link": "https://www.apartments.com/hanover-soma-west-san-francisco-ca/49rn57j/",
            "title": "Hanover Soma West",
            "address": "1140 Harrison St, San Francisco, CA 94103",
            "pricing": "$2,476 - $6,503",
            "specials": "Specials",
            "amenities": [
                "Fitness Center",
                "Dishwasher",
                "Refrigerator",
                "In Unit Washer & Dryer",
                "Walk-In Closets",
                "Clubhouse"
            ],
            "image_link": "https://images1.apartments.com/i2/EdxMLcKRAb35Ohw6qIYmQXi5hrT1oxVJ6Kg4AQCS1yw/117/hanover-soma-west-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/hanover-soma-west-san-francisco-ca/49rn57j/#49rn57j-0-videos",
                "https://www.apartments.com/hanover-soma-west-san-francisco-ca/49rn57j/#49rn57j-0-virtualTour"
            ],
            "phone_number": "(415) 855-2423"
        },
        {
            "beds": "Studio - 3 Beds",
            "link": "https://www.apartments.com/399-fremont-san-francisco-ca/vg7veyf/",
            "title": "399 Fremont",
            "address": "375-399 Fremont St, San Francisco, CA 94105",
            "pricing": "$2,924 - $6,389",
            "specials": null,
            "amenities": [
                "Pets Allowed",
                "Fitness Center",
                "Pool",
                "Balcony",
                "High-Speed Internet",
                "Package Service"
            ],
            "image_link": "https://images1.apartments.com/i2/o61X_ZB1V9-48wfBeeO65y5dDygJ_MiWvnNHqQQoAHs/117/399-fremont-san-francisco-ca-building-photo.jpg?p=1",
            "media_links": [
                "https://www.apartments.com/399-fremont-san-francisco-ca/vg7veyf/#vg7veyf-0-videos",
                "https://www.apartments.com/399-fremont-san-francisco-ca/vg7veyf/#vg7veyf-0-virtualTour"
            ],
            "phone_number": "(510) 822-8932"
        },
        {
            "beds": "Studio - 3 Beds",
            "link": "https://www.apartments.com/westlake-apartments-daly-city-ca/d23sjpl/",
            "title": "Westlake Apartments",
            "address": "331 Park Plaza Dr, Daly City, CA 94015",
            "pricing": "$1,815 - $6,003",
            "specials": "Specials",
            "amenities": [
                "Pets Allowed",
                "Refrigerator",
                "Kitchen",
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