What will be scraped
DuckDuckGo Ad Results API
The difference between API and DIY solution below is that API is much faster, you don't need to render the page with selenium
and you get an immediate structured JSON
string instead of figuring out how to create the parser and then maintain it.
import json
from serpapi import GoogleSearch
params = {
"api_key": "...", # https://serpapi.com/manage-api-key
"engine": "duckduckgo", # search engine
"q": "minecraft", # search query
"kl": "us-en" # language
}
search = GoogleSearch(params)
results = search.get_dict()
print(json.dumps(results['ads'], indent=2, ensure_ascii=False))
-------------------------
'''
[
{
"position": 1,
"title": "Minecraft Video Games - Save On Minecraft Video Games",
"link": "https://duckduckgo.com/y.js?ad_provider=bingv7aa&eddgt=0QdhC1y9z11BeQmahIracw%3D%3D&rut=a216fdd3b3188c92c2685df6a9583e121c134f2e105aeb38b383790e88600a0c&u3=https%3A%2F%2Fwww.bing.com%2Faclick%3Fld%3De8fgTI6SxasnT8IzGsTX1JCzVUCUxMOeN8XH_JyCXYHwFn9yeuq0eYsP2PfLKnYp3LD3CS5kmbcD1H8u51k8PPBW9DT_DUpkBQ5cUHNA9L232R4PfCEH26_I9uM_0tQpgEgrRdyXP9QUO_GQ9gGi570b_S06VtYpB6imjvtR77kU_r7jJankDSwMkwV195m8N_6IkGSw%26u%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%26rlid%3De5654b60c12f1fff64572b90e2f85aba&vqd=3-87030390511408672693321996432917478138-182266568508120047137554084072326458307&iurl=%7B1%7DIG%3DB0E51F11F26E4D7F834E827F1130C03E%26CID%3D3AE9D303FD2763300696C376FCDA62DF%26ID%3DDevEx%2C5744.1",
"source": "walmart.com",
"snippet": "Free 2-day Shipping On Millions of Items. No Membership Fee. Shop Now!",
"sitelinks": [
{
"title": "PC Gaming",
"link": "https://duckduckgo.com/y.js?ad_provider=bingv7aa&eddgt=0QdhC1y9z11BeQmahIracw%3D%3D&rut=04e2b38a60eeb50ba10dccecfa7ad8cd86bc5b14745cc956182b9046e50cc0f3&u3=https%3A%2F%2Fwww.bing.com%2Faclick%3Fld%3De8jvj5mDwm7A8EWjuXtddsyjVUCUwxgrLM2RsbdFtuow%2DGguQDaQGvPeWxXitMufZG_oupGdkH%2D0JqG5tu_8LpfupXuIJnjgUWfg0EZOAsTSyFJtxOz5YJ5%2DsUoKDxr8ArveNQGoEI7BdU0IgoGXZjCiy_WVf0L0osJFCNQIx8BH1SkgDVm_kaP4x0nhEigFiZC38LEA%26u%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%26rlid%3Dd154e79216481aa64fd08762359f5ace&vqd=3-220109179843301254675732288972445008198-182266568508120047137554084072326458307&iurl=%7B1%7DIG%3DB0E51F11F26E4D7F834E827F1130C03E%26CID%3D3AE9D303FD2763300696C376FCDA62DF%26ID%3DDevEx%2C5749.1"
},
{
"title": "Virtual Reality",
"link": "https://duckduckgo.com/y.js?ad_provider=bingv7aa&eddgt=0QdhC1y9z11BeQmahIracw%3D%3D&rut=233ab76f169eac87c1482731a761f5b40bdf142a70d7804182cb7936070ede82&u3=https%3A%2F%2Fwww.bing.com%2Faclick%3Fld%3De8HEspBp8JBHVa1ItwUzszTDVUCUy39V5wJqekOq3UHWELZ6v8PE7Nw0GmZUt8B_nUo_mt3lcfo8dqm8tE_nHmCtI_YUS5NSkp4im%2DqgRXe964XNGRIZ8yhuY3Jl5XcyjJtfSHS1crmNv4H6yxHYRd0pS7yV5PMaaeRQ7jI_v8icUTDuEjixnIyOaf3MmtY8AQyw30jw%26u%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%26rlid%3Dac625601d4e4169e15d336f1f7332227&vqd=3-134614315498574247865815717038458011354-182266568508120047137554084072326458307&iurl=%7B1%7DIG%3DB0E51F11F26E4D7F834E827F1130C03E%26CID%3D3AE9D303FD2763300696C376FCDA62DF%26ID%3DDevEx%2C5751.1"
}
...
{
"position": 2,
"title": "Discover Savings Today - Get Free Shipping w/ RedCard",
"link": "https://duckduckgo.com/y.js?ad_provider=bingv7aa&eddgt=0QdhC1y9z11BeQmahIracw%3D%3D&rut=04ff8dd1af518abff4214d1e44198e92cf70219ab9cc762bcbfc2f047af1c083&u3=https%3A%2F%2Fwww.bing.com%2Faclick%3Fld%3De84Ph8X4w260Gl92Z%2DIMdNlDVUCUxi6IcTvbnqI%2DRZRBILc0WlQAVwo6NvwHp54gu9smxxtlnCx_pc%2DHIb12pJzkYMFXQaTFi1wetFpfKNmUv68wi61B%2DOBrJ6Ja%2DqR86VrPNq6WCDA28OomiMpwZJy%2DI4oUuNsqwbD_OFazgGMvNjERIw4YRFJu%2De7nxmtFFQk0IIKg%26u%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%26rlid%3D3521153bbd141243aafa75cb9ec3eccd&vqd=3-252781822407565903154811433641671895283-182266568508120047137554084072326458307&iurl=%7B1%7DIG%3DB0E51F11F26E4D7F834E827F1130C03E%26CID%3D3AE9D303FD2763300696C376FCDA62DF%26ID%3DDevEx%2C5763.1",
"source": "target.com",
"snippet": "Shop Minecraft Minecraft Minecraft & More. Get Minecraft Minecraft Minecraft at Target™ Today. Save on Minecraft Minecraft Minecraft. Quick & Easy Returns In-Store."
}
]
'''
DIY Process
Selecting title, link, snippet, source, sitelinks with SelectorGadget.
What I was doing is basically applying .results--ads
selector before additional selector for the title, link, snippet, source, and sitelinks to get the most accurate selector. A CSS selectors reference.
Full DIY Code
from selenium import webdriver
driver = webdriver.Chrome(executable_path='path/to/chromedriver.exe')
driver.get('https://duckduckgo.com/?q=minecraft&kl=us-en&ia=web')
for result in driver.find_elements_by_css_selector('.result--ad'):
title = result.find_element_by_css_selector('.results--ads .result__title .result__a').text
link = result.find_element_by_css_selector('.results--ads .result__title .result__a').get_attribute('href')
source = result.find_element_by_css_selector('.results--ads .result__extras__url').text
snippet = result.find_element_by_css_selector('.results--ads .result__snippet').text
print(f'{title}\n{link}\n{snippet}\n{source}\n')
for sitelinks in driver.find_elements_by_css_selector('.results--ads .sitelink--small__title'):
title = sitelinks.text
link = sitelinks.get_attribute('href')
print(f'{title}\n{link}\n')
driver.quit()
---------------------
'''
Minecraft Video Games - Save On Minecraft Video Games
https://duckduckgo.com/y.js?ad_provider=bingv7aa&eddgt=g4RZhjUMFYuy1q3_sLWq3g%3D%3D&rut=8a6411c3b42b508666bdc647000f144258f958962f56d893c5620653f3ec2ebd&u3=https%3A%2F%2Fwww.bing.com%2Faclick%3Fld%3De8tlRvYW3t4dG5g%2DpvABGA4DVUCUyowbncAXntvrmjGeojwWrZFDK5oXEtgdBhIetjLMVkFSjF0OcmSEtTDNDjOilIW6B52S2hqo8v3CNZwdowb3t5LSt8wF5kfdECLDNLzZ7Js%2DlU0dmHtbUHnpUDy6SbSukR8g%2DVGUPe9w69ESsNB3%2DQnM9LOi5pAGiyHJ5pnYlulA%26u%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%26rlid%3D581bfbc0c64b1d75e98b9b30e5e72f16&vqd=3-61454750645793260001748454990905959497-291233585751825993113979507856558647155&iurl=%7B1%7DIG%3D67B7A1B78A264F3A851C7D08BD88545F%26CID%3D3BBC77207A5960C0343D67557B8661B7%26ID%3DDevEx%2C5642.1
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Save 5% w/ RedCard at Target™ - Mindcraft Game at Target™
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PC Gaming
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Virtual Reality
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Video Game Accessories
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Video Game Consoles
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'''