M'ndandanda wazopezekamo[Bisani][Show]
Pofuna kusonkhanitsa zambiri kuchokera pamasamba kuti mufufuze, kufufuza, kapena zolinga zamalonda, kukwapula pa intaneti ndi njira yofunikira kwambiri. Pali zida zambiri zamwayi zomwe zimathandizira asakatuli opanda mutu komanso ammutu, omwe onse ndi othandiza pakusaka pa intaneti.
Asakatuli ammutu amabwera ndi mawonekedwe ogwiritsa ntchito (GUI), pomwe asakatuli opanda mutu samatero. Matekinolojewa amatha kutulutsa pamanja komanso pawokha pamasamba, zomwe zimawapangitsa kukhala opindulitsa kwambiri.
Mukamagwira zambiri, osatsegula opanda mitu ndiye njira yabwino kwambiri. Kuti mugwiritse ntchito njira yanu yochotsera deta, mudzafunika zida izi, zomwe zingakupulumutseni nthawi ndi ntchito.
Kuphatikiza apo, amakuthandizani kukonza zolondola komanso zogwira mtima pakuchotsa deta yanu, zomwe zitha kubweretsa zotsatira zabwino kwambiri.
Zida zimenezi zingathandizenso kuchepetsa kuthekera kwa zolakwika zomwe zingabwere pamene mukukopera pamanja ndikuyika deta chifukwa ali ndi mphamvu yochotsa deta mwadongosolo.
Mwachidule, sizingatheke kugwira ntchito popanda zida zomwe zimathandizira asakatuli opanda mitu komanso mitu ngati mukuchita nawo intaneti.
M'nkhaniyi, tiwona asakatuli apamwamba opanda mutu komanso ammutu pakusaka pa intaneti.
1. Bright Data
Bright Data ndi pulogalamu yapaintaneti yomwe imapereka zosankha zosonkhanitsira mabizinesi ndi anthu pawokha. Mosiyana ndi machitidwe akale a pa intaneti, Bright Data imabwera yodzaza ndi asakatuli angapo koma imagwira ntchito ngati osatsegula opanda mutu.
Ngakhale imayenda ngati msakatuli wopanda mutu kumbuyo, izi zikuwonetsa kuti ogwiritsa ntchito amatha kulumikizana nawo kudzera pazithunzithunzi za ogwiritsa ntchito (GUI), ndikupangitsa kuti ikhale yosavuta komanso yosavuta kugwiritsa ntchito.
Izi zitha kukhala zothandiza makamaka kwa iwo omwe sadziwa zambiri za coding kapena akufuna njira yosavuta yokwapula pa intaneti. Ogwiritsa ntchito amatha kuyang'ana mawebusayiti ovuta omwe amalumikizana mwachangu ngati anthu chifukwa cha msakatuli wamutu wa Bright Data.
Pofuna kuti musadziwike komanso kuti musadziwike, imaperekanso luso lapamwamba monga kusinthasintha kwa IP, kusindikiza zala za msakatuli, ndi chinyengo cha ogwiritsa ntchito. Pogwiritsa ntchito AI, Scraping Browser idzatha kudutsa ngakhale chitetezo chapamwamba kwambiri cha bot-detection.
M'malo mwake, Scraping Browser ndi yopambana kwambiri kotero kuti imatha kutsanzira zochita za msakatuli weniweni, kukupatsani zotsatira zopambana komanso deta yolondola.
mitengo
Mutha kuyesa nsanja yaulere ndipo mitengo yamtengo wapatali imayambira pa $20/GB panjira yolipira-yomwe mumapita.
2. Zyte
Monga wogulitsa zida zowononga pa intaneti, Zyte-yomwe poyamba inkadziwika kuti Scrapinghub-amalola makampani kutenga ndi kusanthula deta ya intaneti pamlingo.
Zyte's online scraping platform inamangidwa kuti igwiritse ntchito ngakhale mawebusayiti ovuta kwambiri komanso osinthika, ndipo imaphatikizapo zinthu zingapo zapamwamba monga makina osinthika a IP, zolemba zala za msakatuli, ndi spoofing wogwiritsa ntchito kuti atsimikizire kuti kukwapula kwanu kumakhala kwachinsinsi komanso kosazindikirika.
Mfundo yakuti Zyte's web scraping platform imathandizira mitundu yonse ya mafunde opanda mitu komanso mitu ndi imodzi mwazabwino zake. Msakatuli amagwira ntchito mopanda mutu kumbuyo popanda mawonekedwe owonetsera, omwe amawonjezera mphamvu zake zogwirira ntchito zambiri.
Komabe, msakatuli amagwira ntchito ndi GUI m'mutu wamutu, zomwe zingakhale zopindulitsa mukafuna kuchotsa deta kuchokera ku mawebusaiti omwe ali ndi mawonekedwe osavuta a ogwiritsa ntchito.
Kuphatikiza apo, chifukwa nsanja ya Zyte idakhazikitsidwa pamaziko aulere komanso otseguka a Scrapy, imatha kusinthidwa kuti ikwaniritse zosowa zanu zenizeni ndipo ndi yosinthika kwambiri. Mutha kupeza mwachangu komanso mosavuta zomwe mukufuna kugwiritsa ntchito Zyte, kukupatsirani mpikisano mubizinesi yanu.
mitengo
Imapereka mapulani angapo amitengo, ndipo imalipira $450/mwezi pantchito yochotsa deta.
3. Octoparse
Mutha kusonkhanitsa deta kuchokera pamasamba osalemba khodi iliyonse ndi Octoparse, pulogalamu yamtambo yochokera pamtambo. Aliyense amene akufuna kulemba zolemba, zithunzi, kapena makanema akhoza kusankha mosavuta chifukwa cha mawonekedwe osavuta kugwiritsa ntchito.
Octoparse ndi chida chosinthika chomwe chimathandizira kusakatula kopanda mutu komanso mutu, ndiye njira yabwino kwambiri yopangira mawebusayiti amtundu uliwonse komanso zovuta. Kutha kukwapula masamba osinthika komanso olumikizana, zomwe zingakhale zovuta kwa mapulogalamu ena ambiri a intaneti, ndi chimodzi mwazinthu zake zolimba.
Mutha kupanga zovuta zokatula ndi magawo angapo, mawu okhazikika, ndi malupu, ndikuwonjezera kusinthasintha komanso kusinthika kwa kukanda. Excel, CSV, ndi SQL ndi ochepa chabe mwa mawonekedwe omwe Octoparse amapereka, zomwe zimapangitsa kuti zikhale zosavuta kugwiritsa ntchito zomwe zatulutsidwa m'mapulogalamu ena.
Kuphatikiza apo, Octoparse imakhala ndi dziwe lothandizira lophatikizika lomwe limatsimikizira kukanda mosadziwika ndikuthandizira kupewa kuletsa kwa IP.
mitengo
Mutha kuyamba kuigwiritsa ntchito kwaulere ndipo mitengo yamtengo wapatali imayambira pa $89/mwezi.
4. Apify
Apify ndi nsanja yapaintaneti komanso yodzipangira yokha yomwe imapereka mawonekedwe amphamvu osiyanasiyana. Imathandizira asakatuli opanda mitu komanso mitu ndipo imakhala ndi mawonekedwe ogwiritsira ntchito omwe amapangitsa kuti zikhale zosavuta kwa ngakhale osagwiritsa ntchito luso kupanga ntchito zopukutira.
Kuthekera kwa Apify kuthana ndi ntchito zovuta zochotsa, kuthandizira zilankhulo zingapo, komanso kukweza kuti athe kuthana ndi mapulojekiti akuluakulu ndi zina mwazinthu zake zabwino kwambiri.
Kuphatikiza apo, Apify imapereka mwayi wopeza msika wawukulu wa zida zopangidwa kale zomwe zitha kusinthidwa mwachangu kuti zikwaniritse zomwe mukufuna.
Ndi chithandizo chake cha asakatuli opanda mutu, Apify imatha kuyang'ana malo ovuta a ogwiritsa ntchito ndikuchotsa deta kuchokera kumasamba osinthika pomwe ikutulutsa mwachangu komanso moyenera zambiri kuchokera kuzinthu zambiri.
Apify ndi chida chothandiza pamitundu yosiyanasiyana yapaintaneti, kuphatikiza kutsogolera, kusanthula mpikisano, kafukufuku wamsika, ndikuphatikiza zomwe zili.
Apify imathandizira kulondola komanso kuchita bwino ndikusunga nthawi ndi khama pongosintha njira yochotsera deta. Ndi chida champhamvu kwa onse ogwiritsa ntchito mwaukadaulo komanso osagwiritsa ntchito mwaukadaulo chifukwa cha magwiridwe ake komanso mawonekedwe osavuta kugwiritsa ntchito.
mitengo
Mutha kuyamba kuigwiritsa ntchito kwaulere ndipo mitengo yamtengo wapatali imayambira pa $49/mwezi.
5. ScrapingBee
Pulogalamu yapamwamba yapaintaneti ya ScrapingBee imapangitsa kukhala kosavuta kusinthiratu njira yochotsa deta kuchokera pamasamba.
Mphamvu zake, monga zogwirira ntchito za JavaScript, kukonza kwa CAPTCHA, ndi kusinthasintha kwa wothandizira, zimathandiza kuti ma webusaiti a anti-scraping awonongeke. chifukwa chake ndikupangitsa kuti ikhale njira yabwino yopangira ntchito zapaintaneti.
Ogwiritsa ntchito ali ndi ufulu wambiri ndi chida ichi chifukwa chimagwira ntchito ndi osatsegula opanda mutu komanso opanda mutu. Ndikofunika kunena kuti ScrapingBee imagwiritsa ntchito asakatuli opanda mutu mwachisawawa, zomwe ndi zabwino kuti zitengerenso deta yambiri.
Kuti mugwiritse ntchito mawebusayiti omwe ali ndi mawonekedwe ovuta, ogwiritsa ntchito atha kusintha asakatuli ammutu. Pofuna kutsimikizira kuchotsedwa kwa deta, ScrapingBee imasunganso ma proxies a geolocated omwe amafufuzidwa nthawi zonse ndikusinthidwa.
Ogwiritsa ntchito amatha kuchepetsa nthawi ndi khama panthawi yojambula pa intaneti pogwiritsa ntchito ScrapingBee ngati msakatuli wopanda mutu kapena mutu pamene akutsimikizira kulondola ndi kukwanira kwa deta yomwe yatengedwa. Ilinso ndi zinthu zambiri zothandiza, monga masanjidwe a data, kuzungulira kwa projekiti, ndi kulumikizana kwa API, zomwe zimapangitsa kuti ikhale chida chothandizira makampani ndi ophunzira.
mitengo
Mitengo imayambira pa $49/mwezi.
6. ParseHub
Popanda kufunikira kwa ukadaulo waukadaulo, ogwiritsa ntchito amatha kusonkhanitsa deta kuchokera pamasamba pogwiritsa ntchito tsamba lawebusayiti la ParseHub. Chimodzi mwazinthu zake zazikulu ndikuti ndizosavuta kugwiritsa ntchito; ogwiritsa ntchito amatha kusankha zomwe akufuna kuti afufuze pongodina pazinthuzo.
Komanso, imakhala ndi mphamvu yozindikira kuti pali mitundu yokhayokha, zomwe zimapangitsa kuti zikhale zosavuta kuti ogwiritsa ntchito afufuze zambiri kuchokera pamasamba angapo. Kuti mufufuze deta kuchokera ku mawebusaiti omwe ali ndi zoyambira kapena zovuta za ogwiritsa ntchito, ParseHub imathandizira asakatuli opanda mutu komanso amutu.
Kuonjezera apo, imapereka makina ozungulira a IP, zomwe zimapangitsa kuti zikhale zovuta kuti mawebusaiti azindikire ndikuletsa ntchito zokatula. ParseHub imatsimikizira kuti deta imachotsedwa mwadongosolo mothandizidwa ndi mphamvu zake zambiri zopangira deta, zomwe zimapangitsa kuti zikhale zosavuta kusanthula ndi kugwirizanitsa dongosolo.
Kuphatikiza apo, ParseHub ili ndi njira yanzeru yomwe imazindikira ndikusonkhanitsa zidziwitso kuchokera kumasamba ofanana. ParseHub ikhoza kuzindikira ndikusonkhanitsa deta kuchokera ku mawebusaiti omwe ali ndi mapangidwe ofanana, monga mawebusaiti a e-commerce, pogwiritsa ntchito nzeru zochita kupanga (AI). Izi zimathandizira kulondola komanso zokolola chifukwa zimasowa khama komanso kusunga nthawi.
mitengo
Mutha kuyamba kuigwiritsa ntchito kwaulere ndipo mitengo yamtengo wapatali imayambira pa $189/mwezi.
7. WebHarvy
WebHarvy ndi chida champhamvu chapaintaneti chomwe chimathandiza mabungwe kuti afufute mwachangu, molondola, komanso moyenera deta kuchokera pamasamba. Amapangidwa kuti afufuze zambiri kuchokera pamasamba ambiri, kuphatikiza mainjini osakira, media media, e-commerce masamba, ndi zolemba.
Popanda chidziwitso chilichonse cham'mbuyomu, ogwiritsa ntchito amatha kufufuza mosavutikira ndikupanga ntchito zopukutira chifukwa cha mawonekedwe ake osavuta kugwiritsa ntchito. Chimodzi mwazinthu zazikulu kwambiri za WebHarvy ndi kuthekera kwake kochotsa deta kuchokera pamasamba oyendetsedwa ndi JavaScript ndi AJAX kuti zida zina zopukutira sizingathe kuzipeza.
Kuphatikiza apo, imapereka mawonekedwe a Point and Click Interface yomwe imapangitsa kukhala kosavuta kusankha zambiri patsamba lomwe mukufuna kufufuta. WebHarvy ili ndi njira zosakatula zopanda mutu komanso zamutu. Kuti mupeze deta yofulumira komanso yothandiza kwambiri, imatha kugwira ntchito mopanda mutu.
Njira yamutu ndiyothandiza mukamagwira ntchito ndi mawebusayiti ovuta omwe amafuna kuti ogwiritsa ntchito alowe. Ithanso kuyenda pakati pamasamba ambiri ndikudzaza mafomu, zomwe zimakhala zothandiza pochotsa mawebusayiti omwe ali ndi masamba angapo.
mitengo
Mitengo imayambira pa $129 pa chiphaso cha munthu m'modzi.
8. Zida za Dataflow
Pogwiritsa ntchito Dataflow Kit, chida cholimba chowombera pa intaneti, deta ikhoza kusonkhanitsidwa ndikuwunikidwa kuchokera ku mawebusaiti osiyanasiyana, kuphatikizapo malo ochezera a pa Intaneti masamba, injini zosakira, ma e-commerce mawebusayiti, ndi masamba ankhani. Chimodzi mwazinthu zabwino kwambiri ndikutha kusonkhanitsa mwachangu komanso moyenera deta kuchokera kumasamba ovuta, osinthika.
Ndikoyenera kukwapula mawebusayiti omwe ndi ovuta kuwapeza pogwiritsa ntchito njira zina chifukwa ndizosavuta kugwiritsa ntchito. Msakatuli wopanda mutu ndi msakatuli wamutu zonse zimagwira ntchito ndi Dataflow Kit. Zapamwamba monga kusinthasintha kwa pulojekiti ndi wogwiritsa ntchito, kupewa kutsekereza kwa IP, komanso kuzindikira kwa anti-bot kumaperekedwa kuti zitsimikizire kukanda bwino.
Kuphatikiza apo, imapereka mawonekedwe osavuta kugwiritsa ntchito omwe amathandizira makasitomala kupanga, kukonzekera, ndi kuyang'anira ntchito zawo zosefera popanda chidziwitso cha pulogalamu. Pazinthu zazikulu zogwiritsira ntchito intaneti, injini yake yogwiritsira ntchito scraper ndi njira yabwino kwambiri chifukwa imakonzedwa kuti igwiritse ntchito deta mofulumira komanso moyenera.
Deta yowonongeka ikhoza kutumizidwa kumitundu yosiyanasiyana, kuphatikizapo CSV, JSON, ndi XML, kukulolani kuti mufufuze ndikugwiritsa ntchito njira iliyonse yomwe mukuwona kuti ndi yoyenera. Kuphatikiza apo, Dataflow Kit imapereka njira zingapo zolumikizirana, kuphatikiza API ndi Zapier, kukuthandizani kuti muwongolere kayendedwe kanu kantchito ndikusinthiratu njira yanu yochotsera deta.
mitengo
Mitengo yamtengo wapatali imayamba kuchokera ku $ 10 kwa 2000 dataflow credits, yomwe mungagwiritse ntchito malinga ndi zosowa zanu.
9. import.io
Mothandizidwa ndi mtambo-based web scraping tool Import.io, ogwiritsa ntchito amatha kufufuta deta kuchokera ku mawebusaiti popanda chidziwitso cha mapulogalamu. Kuphweka kwakugwiritsa ntchito ndi chimodzi mwazinthu zokopa kwambiri za Import.io; zomwe muyenera kuchita ndikuloza ndikudina kuti mupeze zomwe mukufuna kufufuta.
Ogwiritsa ntchito amatha kuwunika zomwe zatulutsidwa munthawi yeniyeni chifukwa cha mawonekedwe ake amphamvu. Import.io ndi msakatuli wopanda mutu yemwe amatsanzira osatsegula ndikulumikizana ndi mawebusayiti mofanana ndi momwe munthu angachitire koma popanda kufunikira kwa mawonekedwe azithunzi.
Izi zimapangitsa kuti intaneti iwonongeke bwino ndipo imalola ogwiritsa ntchito kufufuza deta kuchokera ku mawebusaiti amphamvu omwe amafuna kuti ogwiritsa ntchito awonetsere zambiri. AI-powered Extractor yake imalola ogwiritsa ntchito kuchotsa deta ndikungodina pang'ono. The Extractor imathanso kuzindikira mawonekedwe a data ndikuchotsa deta yofananira kuchokera kuzinthu zambiri.
Ogwiritsa ntchito amatha kuwongolera zoyeserera zawo ndikulandila zosintha pafupipafupi pazambiri zomwe akufuna ndi mawonekedwe ake okonzekera. Import.io imapangitsa kukhala kosavuta kugwiritsa ntchito zomwe zachotsedwa mu mapulogalamu ena pokulolani kuti mulumikizane ndi zida zodziwika bwino monga Google Sheets ndi Zapier.
mitengo
Mitengo sinalembedwe patsamba, chonde lankhulani ndi katswiri za izi.
10. Dexi.io
Kuchotsa deta ndikosavuta mothandizidwa ndi chida cholimba cha web scraping Dexi.io. Mutha kusonkhanitsa deta kuchokera pamasamba pogwiritsa ntchito chida ichi popanda chidziwitso chilichonse cholembera chifukwa cha mawonekedwe ake osavuta kugwiritsa ntchito komanso mwayi wongochita zokha.
Chimodzi mwazochita zake zabwino kwambiri ndikutha kukwapula ndikuphatikiza deta kuchokera kuzinthu zambiri, kuphatikiza masamba, ma API, ndi nkhokwe. Chifukwa cha kuthekera kofanana kwa Dexi.io, mutha kusanthula mwachangu komanso moyenera kuchuluka kwa data.
Dexi.io imakupatsani mwayi wosankha njira yabwino kwambiri pazosowa zanu chifukwa imagwira ntchito ngati msakatuli wopanda mutu komanso msakatuli wamutu. Ngakhale njira yosatsegula yamutu imakulolani kuti muwone ndi kuyanjana ndi webusaitiyi ngati kuti mukugwiritsa ntchito msakatuli wamba, njira ya osatsegula yopanda mutu imakulolani kuti mufufuze deta popanda kusonyeza tsamba mu msakatuli.
Izi zimapangitsa kuti zikhale zosavuta kukonza zovuta zilizonse zopukutira ndikusintha njira yopukutira pazokonda zanu. Mutha kutumiza mwachangu deta yowonongeka kuchokera ku Dexi.io m'mawonekedwe osiyanasiyana, monga CSV, JSON, ndi Excel, kuti mufufuze zowonjezera kapena kuyanjana ndi mapulogalamu ena.
Kuphatikiza apo, imapereka kusungitsa mitambo yodalirika komanso yotetezeka pazidziwitso zanu, kutsimikizira chitetezo chake komanso kupezeka kwake.
mitengo
Mutha kuyesa nsanja ndi pulani yake yoyeserera yaulere ndikulumikizana ndi gulu pamitengo yake.
Kutsiliza
Pomaliza, pali njira zingapo zopangira ukonde pamsika, iliyonse ili ndi maubwino ndi kuthekera kwake. Pali njira zambiri zosinthira deta zomwe mungasankhire, kuyambira pazothetsera zonse monga Bright Data ndi ScrapingBee kupita ku zida zapadera monga Apify ndi ParseHub.
Machitidwewa nthawi zambiri amakhala ndi kuthekera konga kusakatula kopanda mutu, kuzungulira kwa IP, kuwononga ogwiritsa ntchito, ndi zolemba zala za msakatuli kuti awonjezere kuchita bwino, kudalirika, komanso chinsinsi chakusaka pa intaneti.
Zida zokwatula pa intaneti zitha kukupatsirani mwayi wopeza zambiri mwachangu komanso mosavuta, kaya ndinu eni bizinesi yaying'ono yomwe mukuyesera kufufuza omwe akupikisana nawo, wofufuza yemwe akufuna kudziwa zambiri kuti athandizire ntchito yanu, kapena katswiri wazofufuza yemwe akufuna kudziwa zambiri zamakhalidwe a ogula. .
Kuthekera kwa zolakwika ndi zosagwirizana zitha kuchepetsedwa pomwe mutha kupulumutsa nthawi ndi ndalama potengera njira yosonkhanitsira deta.
Siyani Mumakonda