Kuti uunganidze ruzivo kubva kumawebhusaiti ekuongorora, kutsvagisa, kana kushambadzira zvinangwa, web scraping inzira yakakosha. Kune rombo rakanaka maturusi akawanda anotsigira ese asina musoro uye ane musoro mabhurawuza, ayo ari maviri anobatsira pawebhu scraping.
Mabhurawuza ane musoro anouya ane graphical mushandisi interface (GUI), nepo mabhurawuza asina musoro haaite. Aya matekinoroji anogona kuita zvese nemaoko uye otomatiki data kubva pamapeji ewebhu, izvo zvinoita kuti abatsire zvakanyanya.
Paunenge uchibata data rakawanda, mabhurawuza asina musoro ndiyo yakanakisa sarudzo. Kuti uite otomatiki yako yekutora data maitiro, iwe unozoda aya maturusi, ayo anokuchengetedza iwe toni yenguva nebasa.
Pamusoro pezvo, ivo vanokubatsira kuvandudza iko kurongeka uye kushanda kwekutora kwako data, izvo zvinogona kukonzera zvibereko zvakawanda zvakazara.
Zvishandiso izvi zvinogona zvakare kubatsira mukudzikisa mukana wezvikanganiso zvinomuka uchikopa nekuisa data nekuti vane hunyanzvi hwekuburitsa data nenzira yakarongeka.
Zvichitaurwa zviri nyore, hazvibviri kushanda pasina zvishandiso zvinotsigira ese asina musoro uye ane musoro mabhurawuza kana iwe uri kuita web scraping.
Muchikamu chino, tichatarisa kumusoro kusina musoro uye musoro mabhurawuza ewebhu scraping.
1. Bright Data
Bright Data is web scraping program inopa sarudzo dzekuunganidza data kune mabhizimisi uye vanhu. Kusiyana neyakatangira online scraping system, Bright Data inouya isati yatakurwa nenhamba yebrowser asi inoshanda senge isina musoro browser.
Kunyangwe ichimhanya sebrowser isina musoro kubackend, izvi zvinonongedza kune chokwadi chekuti vashandisi vanogona kupindirana nayo kuburikidza neiyo graphical mushandisi interface (GUI), ichiita kuti iwanike uye mushandisi-ane hushamwari.
Kuita uku kuchanyanya kubatsira kune avo vasingazivi zvakawanda nezvekodha kana vanoda nzira iri nyore yewebhu scraping. Vashandisi vanogona kufambisa mawebhusaiti akaomesesa ane kudyidzana kwakafanana nevanhu nekukurumidza nekuda kweBright Data's headful browser.
Kuti uchengetedze iwe usingazivikanwe uye usingazivikanwe, zvakare inopa yekucheka-kumucheto kugona senge IP kutenderera, browser kudhinda zvigunwe, uye mushandisi-mumiriri faking. Nekushandiswa kweAI, Scraping Browser ichakwanisa kudarika kunyange yepamusoro-soro yekudzivirira bot-detection.
Kutaura zvazviri, Scraping Browser yakanyanyisa zvokuti inogona kutevedzera zviito zvemushandisi chaiye, zvichikupa migumisiro yakabudirira uye data chaiyo.
Pricing
Unogona kuyedza chikuva chemahara uye mitengo yeprimiyamu inotanga kubva kumadhora makumi maviri/GB muchirongwa chekubhadhara-se-iwe-enda.
2. Zyte
Semupi wezvishandiso zvepa online scraping, Zyte-yaimbozivikanwa seScrapinghub-inobvumira makambani kutora uye kuongorora internet data pamwero.
Zyte's online scraping platform yakavakwa kuti ibate kunyange mawebsite akaoma uye ane simba, uye inosanganisira zvakasiyana-siyana zvekucheka-kumucheto zvakadai se automated IP rotation, browser fingerprinting, uye user-agent spoofing kuvimbisa kuti mabasa ako ekukwenya anogara ari ega uye asingaonekwi.
Icho chokwadi chekuti Zyte's web scraping platform inotsigira ese asina musoro uye ane musoro kusevha modes ndeimwe yemabhenefiti ayo akasiyana. Iyo bhurawuza inoshanda mune isina musoro modhi kumashure isina graphical mushandisi interface, iyo inowedzera kugona kwayo kune yakakura scraping mashandiro.
Nekudaro, bhurawuza rinoshanda neGUI mumusoro modhi, izvo zvingave zvinobatsira kana iwe uchida kubvisa data kubva kumawebhusaiti ane akaomarara mushandisi interface.
Pamusoro pezvo, nekuti papuratifomu yeZyte yakavakirwa pane yemahara uye yakavhurika-sosi Scrapy hwaro, inogona kuchinjika kuti isangane nezvido zvako uye inorongeka zvakanyanya. Iwe unogona nekukurumidza uye nekungotora iyo data yaunoda uchishandisa Zyte, ichikupa iwe inokwikwidza mupendero mubhizinesi rako.
Pricing
Inopa zvirongwa zvemitengo yakawanda, uye inobhadharisa madhora mazana mana nemakumi mashanu / mwedzi yebasa rekubvisa data.
3. Octoparse
Iwe unogona kuunganidza data kubva pamapeji ewebhu pasina kunyora chero kodhi neOctoparse, gore-based web scraping application. Chero ani zvake anoda kukwenya mameseji, mapikicha, kana mavhidhiyo anogona kuzvisarudza zviri nyore nekuda kweiyo mushandisi-inoshamwaridzika interface.
Octoparse chishandiso chinochinjika chinotsigira zvese zvisina musoro uye musoro kubhurawuza, ndiyo yakanakisa sarudzo yewebhu scraping mapurojekiti emhando ipi neipi uye kuoma. Kukwanisa kutsvaira mapeji ewebhu ane simba uye anopindirana, izvo zvingave zvakaoma kune mamwe akawanda mapurogiramu ekutsvaga web, ndeimwe yehutano hwayo hwakasimba.
Iwe unogona kugadzira maitiro akaoma ekutsvaira nezvikamu zvakawanda, zvinyorwa zvinogadziriswa, uye zvishwe, zvichiwedzera kushanduka uye customizability yekukwenya. Excel, CSV, uye SQL angori mashoma emafomati ekunze anopihwa naOctoparse, zvichiita kuti zvive nyore kushandisa data rakabudiswa mune zvimwe zvirongwa.
Pamusoro pezvo, Octoparse inoratidzira dziva rakasanganiswa reproxy rinoita kuti rizivikanwe kukwesha uye rinobatsira mukudzivirira IP kurambidzwa.
Pricing
Unogona kutanga kuishandisa mahara uye mitengo yeprimiyamu inotanga kubva pamadhora manomwe/mwedzi.
4. Apify
Apify ndeye web scraping uye otomatiki zvese-mu-imwe chikuva chinopa akasiyana siyana ane simba maficha. Inotsigira mabhurawuza asina musoro uye ane musoro uye ine intuitive mushandisi interface inoita kuti zvive nyore kune vasiri-technical vashandisi kugadzira mabasa ekutsvaira.
Kugona kweApify kubata mabasa akaoma ekukwenya, tsigiro yemitauro yakati wandei, uye kukwirisa kubata mapurojekiti makuru ekurasa zvimwe zvezvakanakisa.
Pamusoro pezvo, Apify inopa mukana kumusika wakakura weakagadzirira-akagadzirwa scrapers anogona kukurumidza kugadzirwa kuti asangane nezvako zvakasarudzika zvaunoda.
Nerutsigiro rwayo rwemabhurawuza asina musoro, Apify inogona kufamba-famba nemushandisi anonetsa uye nekukwenya data kubva kune ane simba mawebhusaiti uku ichikurumidza uye nemazvo kuburitsa ruzivo kubva kune yakakura mavhoriyamu data.
Apify chishandiso chinobatsira kune dzakasiyana siyana dzepamhepo scraping application, zvinosanganisira lead generation, competitive analysis, market research, and content aggregation.
Apify inowedzera huroyi uye kushanda nesimba uchichengetedza nguva uye kushanda nesimba nekuita otomatiki maitiro ekubvisa data. Icho chishandiso chakasimba kune vese vashandisi uye vasiri tekinoroji vashandisi nekuda kwekushanda kwayo uye mushandisi-ane hushamwari dhizaini.
Pricing
Unogona kutanga kuishandisa mahara uye mitengo yeprimiyamu inotanga kubva pamadhora manomwe/mwedzi.
5. ScrapingBee
Iyo yakanakisa online scraping application ScrapingBee inoita kuti zvive nyore kuita otomatiki nzira yekubvisa data kubva kumawebhusaiti.
Unyanzvi hwayo, hwakadai sehuya hwekubata JavaScript rendering, CAPTCHA resolution, uye user-agent rotation, inoita kuti mawebsite 'anti-scraping dziviriro apfuure. saka zvichiita kuti ive sarudzo huru yewebhu scraping mabasa.
Vashandisi vane rusununguko rwakakura nechishandiso ichi nekuti chinoshanda nemabhurawuza asina musoro uye ane musoro. Zvakakosha kuratidza kuti ScrapingBee inoshandisa mabhurawuza asina musoro nekukasira, ayo akakwana kuti atore otomatiki mavhoriyamu akawanda e data.
Kuti ubatane nemawebhusaiti ane chimiro chakaomarara, vashandisi vanogona chinja kune vane musoro mabhurawuza. Kuti usimbise kudhirowa kwe data kunoshanda, ScrapingBee inochengetedzawo dziva re geolocated proxies inogara ichitariswa nekushandurwa.
Vashandisi vanogona kuderedza nguva uye kushanda nesimba panguva yewebhu scraping nekushandisa ScrapingBee senge isina musoro kana musoro bhurawuza vachiri kuvimbisa kurongeka uye kukwana kweiyo data yakadzoserwa. Iyo ine zvakare akawanda anobatsira maficha, senge data fomati, proxy kutenderera, uye API yekubatanidza, ichiita chishandiso chinoshanda kune ese ari maviri makambani nevadzidzi.
Pricing
Mutengo wekutanga unotangira pamadhora zana nemakumi mashanu / mwedzi.
6. ParseHub
Pasina kudiwa kwehunyanzvi hwehunyanzvi, vashandisi vanogona kuunganidza data kubva kumawebhusaiti vachishandisa web scraping application ParseHub. Imwe yehukuru hwayo hunhu ndeyekuti iri nyore sei kushandisa; vashandisi vanogona kusarudza iyo data yavanoda kukwenya nekungodzvanya pazvinhu.
Zvakare, ine kugona kuziva pagination otomatiki, zvichiita kuti zvive nyore kune vashandisi kukwenya ruzivo kubva kune akati wandei mapeji. Kuti utsvage data kubva kune mawebhusaiti ane ekutanga kana akaomesesa mushandisi interfaces, ParseHub inotsigira ese asina musoro uye ane musoro mabhurawuza.
Uyezve, inopa otomatiki IP kutenderera, zvichiita kuti zvinyanye kuomera mawebhusaiti kuona uye kurambidza kukwenya basa. ParseHub inovimbisa kuti data inotorwa nenzira yakarongeka nerubatsiro rwehuwandu hwayo hwekugadzirisa data, zvichiita kuti zvive nyore pakuongorora nekubatanidzwa kwehurongwa.
Pamusoro pezvo, ParseHub ine smart mode iyo inongoziva uye inounganidza ruzivo kubva kumawebhusaiti akafanana. ParseHub inogona kuziva uye kuunganidza data kubva kumawebhusaiti ane zvimiro zvakafanana, senge e-commerce mawebhusaiti, uchishandisa chakagadzirwa njere (AI). Iyi ficha inokwidziridza huroyi uye kugadzirwa nekuda kushoma kushanda nesimba uye kuchengetedza nguva.
Pricing
Unogona kutanga kuishandisa mahara uye mitengo yeprimiyamu inotanga kubva pamadhora manomwe/mwedzi.
7. WebHarvy
WebHarvy isimba rakasimba rekutsvaga repamhepo rinoita kuti masangano akurumidze, nemazvo, uye nekukwenya data kubva kumawebhusaiti. Inogadzirwa kukwenya ruzivo kubva kune akawanda mawebhusaiti, kusanganisira injini dzekutsvaga, social media, e-commerce saiti, uye madhairekitori.
Pasina chero chiitiko chekare chekodhi, vashandisi vanogona kuyedza kutsvaga nekugadzira mabasa ekutsvaga nekuda kweiyo mushandisi-inoshamwaridzika interface. Imwe yemhando huru yeWebHarvy isimba rayo rekutora data kubva pamapeji ewebhu anofambiswa neJavaScript neAJAX kuti mamwe maturusi ekukwenya angatadza kuiwana.
Pamusoro pezvo, inopa Point uye Click Interface inoita kuti zvive nyore kusarudza ruzivo kubva kune peji rewebhu raunoda kukwenya. WebHarvy ine isina musoro uye ine musoro yekubhurawuza modes. Kuti inokurumidza uye inobudirira data scraping, inogona kushanda isina musoro mode.
Musoro wemodhi unobatsira kana uchishanda nemawebhusaiti akaomesesa anodaidza kupinza kwemushandisi. Inogona zvakare kufamba pakati pemapeji akawanda uye kuzadza mafomu, ayo anobatsira kana uchitora data kubva kumawebhusaiti ane akawanda mapeji.
Pricing
Mitengo yepamusoro inotangira pamadhora zana nemakumi maviri nemapfumbamwe erezinesi remushandisi mumwe chete.
8. Dataflow Kit
Kushandisa Dataflow Kit, yakasimba online scraping tool, data inogona kuunganidzwa uye kuongororwa kubva kune akasiyana-siyana mawebsite, kusanganisira pasocial network masaiti, injini dzekutsvaga, e-commerce mawebhusaiti, uye mawebhusaiti enhau. Imwe yeakanakisa maficha kugona kwayo kukurumidza uye zvinobudirira kuunganidza data kubva kune yakaoma, ine simba mawebhusaiti.
Izvo zvakakosha pakutsvaga mawebhusaiti ari kunetsa kuwana uchishandisa dzimwe nzira sezvo zviri nyore kushandisa. Bhurawuza isina musoro uye ine musoro browser zvese zvinoshanda neDataflow Kit. Mamiriro epamberi senge proxy uye mushandisi-agent kutenderera, IP inovharira kudzivirira, uye anti-bot kuoneswa kunopihwa kuvimbisa kukwesha kunoshanda.
Pamusoro pezvo, inopa mushandisi-ushamwari interface inoita kuti vatengi vagadzire, varonge, uye vatarise mabasa avo ekukwenya pasina chero chiitiko chechirongwa. Kune yakakura-yakakura web scraping application, yayo inoshanda scraper injini inonakidza mhinduro nekuti yakagadziridzwa kubata data nekukurumidza uye zvinobudirira.
Iyo data yakakangwa inogona kungotumirwa kune akasiyana mafomati, kusanganisira CSV, JSON, uye XML, zvichikubvumidza kuti uongorore uye uishandise chero nzira yaunoona yakakodzera. Uyezve, Dataflow Kit inopa dzakasiyana siyana sarudzo, kusanganisira API neZapier, kuti ikubatsire mukugadzirisa mafambiro ako ekufambisa uye otomatiki maitiro ako ekutora data.
Pricing
Mitengo yeprimary inotangira pamadhora gumi e10 dataflow kiredhiti, iyo yaunogona kushandisa zvinoenderana nezvaunoda.
9. import.io
Nerubatsiro rwegore-based web scraping tool Import.io, vashandisi vanogona kutsvaga data kubva kumawebsite pasina ruzivo rwepurogiramu. Kureruka kwekushandisa ndechimwe chezvinhu zvinokwezva zveImport.io; zvese zvaunofanirwa kuita kunongedza uye tinya kuti uwane iyo data yaunoda kukwenya.
Vashandisi vanogona kuongorora yakabviswa data munguva chaiyo nekuda kweayo ane simba ekuona maficha. Import.io ibrowser isina musoro inotevedzera web browser uye inobatanidza kune mawebhusaiti nenzira imwechete ingaitwa nemunhu asi pasina chinodiwa cheiyo graphical mushandisi interface.
Izvi zvinovandudza web scraping kunyatsoshanda uye zvinobvumira vashandisi kukwenya data kubva kune mawebhusaiti ane simba anoda kubatanidzwa kwevashandisi kuratidza ruzivo. Yayo AI-powered Extractor inobvumira vashandisi kubvisa data nekungodzvanya kushoma. Iyo Extractor inogona zvakare kuona data mapatani uye kubvisa yakafanana data kubva kune akawanda masosi.
Vashandisi vanogona kushandura maitiro avo ekutsvaga uye kugamuchira nguva zhinji zvigadziriso pane data yavanoda neyakaomesesa yekuronga maficha. Import.io inoita kuti zvive nyore kushandisa data rakabviswa mune mamwe maapplication nekukubvumidza kuti ubatanidze neanozivikanwa maturusi akadai seGoogle Sheets neZapier.
Pricing
Mitengo haina kunyorwa pawebhusaiti, ndapota taura kune nyanzvi nezvazvo.
10. Dexi.io
Kudhirowa kwedata kuri nyore nerubatsiro rweiyo yakasimba web scraping chishandiso Dexi.io. Unogona kuunganidza data kubva kumawebhusaiti uchishandisa chishandiso ichi pasina ruzivo rwekodha nekuda kweiyo mushandisi-inoshamwaridzika interface uye otomatiki mikana.
Imwe yeakanakisa maitiro ayo kugona kwayo kukwenya nekubatanidza data kubva kune akawanda masosi, kusanganisira ewebhu mapeji, APIs, uye dhatabhesi. Nekuda kweDexi.io's parallel process kugona, unogona nekukasira uye zvinobudirira kukwenya mavhoriyamu makuru edata.
Dexi.io inokupa sarudzo yekusarudza yakanakisa imwe nzira yezvido zvako zvekukwenya nekuti inoshanda seyese isina musoro browser uye musoro browser. Nepo musoro webrowser sarudzo inobvumidza iwe kuona uye kudyidzana newebhusaiti sekunge uri kushandisa yakajairwa browser, iyo isina musoro browser sarudzo inobvumidza iwe kukwenya data pasina kuratidza peji mubrowser.
Izvi zvinoita kuti zvive nyore kugadzirisa chero matambudziko ekutsvaira uye kugadzirisa nzira yekucheka kune zvaunofarira. Iwe unogona kukurumidza kutumira data yakaraswa kubva kuDexi.io mune akasiyana mafomati, akadai CSV, JSON, uye Excel, kuti uwedzere kuongororwa kana kupindirana nemamwe maapplication.
Pamusoro pezvo, inopa inovimbika uye yakachengeteka cloud hosting kune yako yakaraswa data, ichivimbisa kuchengetedzeka kwayo uye kuwanikwa.
Pricing
Unogona kuyedza chikuva nehurongwa hwayo hwemahara uye ubate timu nemitengo yayo.
mhedziso
Mukupedzisa, kune akati wandei web scraping mhinduro pamusika, imwe neimwe ine chaiyo mabhenefiti uye kugona. Kune akawanda data nzira dzekusarudza kubva, kubva kune-mune-imwe mhinduro seBright Data uye ScrapingBee kune mamwe maturusi akakosha seApify uye ParseHub.
Aya masisitimu anowanzo kuve nehunyanzvi sekutarisa kusina musoro, IP kutenderera, mushandisi-agent spoofing, uye browser yemunwe printing kuti iwedzere kushanda, kuvimbika, uye kuvanzika kwekukwenya online.
Webhu scraping zvishandiso zvinogona kukupa iwe nekukurumidza uye nyore kuwana kune hupfumi hweruzivo, ungave uri muridzi webhizinesi diki kuyedza kuongorora vakwikwidzi vako, muongorori ari kutsvaga data kuti atsigire basa rako, kana muongorori wedata ari kutsvaga ruzivo nezvemaitiro evatengi. .
Iko kugona kwekukanganisa uye kusawirirana kunogona kudzikiswa iwe uchigona kuchengetedza nguva nemari nekuita otomatiki nzira yekuunganidza data.
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