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Python for Data Science:如何通过Internet的前300个API来抓取网站数据的?

2020-07-16 16:28:47 | 来源:中培企业IT培训网

Python爬虫是很多编程人员都了解的。但是对于Python for Data Science:如何通过Internet的前300个API来抓取网站数据的知道的人就不多了。今天我们将通过API World前300个API 抓取网站以收集数据。这样做的主要目的是,进行网络抓取可以节省时间并避免手动收集数据,还可以使您以结构化形式保存所有数据。

要求

就像我经常提到的,网络抓取很容易,它分为两个简单的部分:

1.使用网络抓取工具发出HTTP请求以进行数据提取。

2.通过解析抓取的HTML数据来提取重要的JSON数据。

对于网络抓取,我们将使用某些python库和工具:

1.BeautifulSoup是一个Python库,用于从HTML和XML文件中提取数据。

2.通过请求,您可以非常轻松地发送HTTP请求。

3.Scrapingdog-这是一个网络抓取工具。

建立

我们的设置非常简单。只需创建一个文件夹并安装Beautiful Soup和请求即可。要创建文件夹并安装库,请在给定命令下方键入。我假设您已经安装了Python3.x。

mkdir scraperpip install beautifulsoup4pip install requests

现在,使用您喜欢的任何名称在该文件夹中创建一个文件。我正在使用scraping.py。

首先,您必须注册 scrapingdog API。它将为您提供1000个免费积分。然后,只需在文件中导入Beautiful Soup和请求即可像这样。

from bs4 import BeautifulSoupimport requests

  准备刮

现在,我们必须阅读Scrapingdog的API文档才能使用它。为了使您更轻松,我们将使用此处提供的最基本的API 。要探索更多选项,您应该阅读 此API 的完整 文档。这将使您清楚了解此API的工作方式。现在,我们将为 最顶级的API 抓取 API World。

从中收集数据 API的世界 ,你可以检查感兴趣的元素通过右键单击页面,并选择检查。这将显示HTML代码,我们可以在其中看到每个字段所包含的元素。

由于数据存储在表中,因此只需几行代码即可直接进行抓取。如果您想熟悉抓取网站,这是一个很好的例子,也是一个很好的起点,但是请记住,它并不总是那么简单!

所有300个结果都包含在元素的行中,并且所有这些都在一页上可见。情况并非总是如此,当结果跨越许多页面时,您可能需要更改网页上显示的结果数,或者循环遍历所有页面以收集所有信息。

因此,现在我们将从Scrapingdog API中提取HTML,然后使用Beautifulsoup生成JSON响应,其中将包含公司名称,API名称和类别。现在只需一行,我们就可以抓取API World。对于请求API,我将使用请求。

r=requests.get('https://api.scrapingdog.com/scrape?api_key=&url=https://apiworld.co/awards/api-300-top-industry-innovations/').text

这将为您提供该目标URL的HTML代码。现在,您必须使用BeautifulSoup解析HTML。

soup = BeautifulSoup(r,'html.parser')

首先,我们收集了所有“ tr”标签元素,因为它包含所有数据。您可以通过右键单击任何API行来找到它。这可以通过下面的python代码来完成。

allapis = soup.find_all("tr")

l={}

u=list()

然后,我们将开始循环,使用变量“ allapis”的长度到达每个API的所有行。启动循环后,我们将使用“ td”标签存储“公司名称”,“ API名称”和“技术类别”的文本。因此,我们在开始for循环后将这些标签存储在其他变量中。

for i in range(0,len(allapis)):

try:

api = allapis[i].find_all("td")

except:

api=None

现在,您会注意到“ td”标签中有一个序列。您会发现每个第一个“ td”标记为“公司名称”,第二个为“ API名称”,最后一个为“类别”。我们还将在我们的代码中使用此登录名。

for i in range(0,len(allapis)):

try:

api = allapis[i].find_all("td")

except:

api=None

try:

l["company"]=api[0].text.replace(" ","")

except:

l["company"]=None

try:

l["api"]=api[1].text.replace(" ","")

except:

l["api"]=None

try:

l["category"]=api[2].text.replace(" ","")

except:

l["category"]=None

u.append(l)

l={}

数据清理

我们使用了替换功能,因为它包含不需要的字符,例如脚注符号,这些字符将对删除有用。

我们将从列表中删除第一项,因为第一个“ tr”标签具有“ th”标签,而不是“ td”,这是我们目前不需要的。最后,当我们打印列表“ u”时,我们得到了这个。

{

"Top 300": [

{

"category": "APIInfrastructure",

"company": "Amio",

"api": "Amio"

},

{

"category": "APIInfrastructure",

"company": "Authlete,Inc.",

"api": "Authlete"

},

{

"category": "APIInfrastructure",

"company": "CiscoSystems",

"api": "CiscoDevNet"

},

{

"category": "APIInfrastructure",

"company": "Fastly",

"api": "terrium"

},

{

"category": "APIInfrastructure",

"company": "Postman",

"api": "APIDevelopmentEnvironment"

},

{

"category": "APIInfrastructure",

"company": "TanganyGmbH",

"api": "WalletasaService"

},

{

"category": "APIManagement",

"company": "DellBoomi",

"api": "BoomiAPIManagement"

},

{

"category": "APIManagement",

"company": "GraviteeSource",

"api": "Gravitee.ioAPIPlatform"

},

{

"category": "APIManagement",

"company": "IBM",

"api": "APIConnect"

},

{

"category": "APIManagement",

"company": "KongInc.",

"api": "Kong"

},

{

"category": "APIManagement",

"company": "LinkApi",

"api": "APIManagementandIPaaS"

},

{

"category": "APIManagement",

"company": "MuleSoft",

"api": "AnypointPlatform"

},

{

"category": "APIManagement",

"company": "RapidValueSolutions",

"api": "End-to-endAPIintegrationandmanagementservices"

},

{

"category": "APIManagement",

"company": "Rebrandly",

"api": "RebrandlyAPI[v1]"

},

{

"category": "APIManagement",

"company": "WSO2",

"api": "WSO2APIManager"

},

{

"category": "APIMiddleware",

"company": "AloiInc",

"api": "Aloi"

},

{

"category": "APIMiddleware",

"company": "APIGATE",

"api": "APIGATEMint"

},

{

"category": "APIMiddleware",

"company": "BeAPI",

"api": "APIChaining"

},

{

"category": "APIMiddleware",

"company": "Envia.com",

"api": "EnviaShippingSolutions"

},

{

"category": "APIMiddleware",

"company": "MailTechnologies,Inc",

"api": "DocuSendPostalAPI"

},

{

"category": "APIMiddleware",

"company": "PocketNetworkInc.",

"api": "PocketNetwork"

},

{

"category": "APIMiddleware",

"company": "RedHatSoftware,Inc.",

"api": "RedHatIntegration"

},

{

"category": "APIMiddleware",

"company": "ScaleDynamics",

"api": "WarpJSserver"

},

{

"category": "APIMiddleware",

"company": "Site-Shot",

"api": "RESTAPI"

},

{

"category": "APIMiddleware",

"company": "Teapot,LLC",

"api": "Xilution"

},

{

"category": "APIMiddleware",

"company": "TheLinuxFoundation",

"api": "EdgeXFoundry"

},

{

"category": "APIMiddleware",

"company": "Transposit",

"api": "Transposit"

},

{

"category": "APISecurity",

"company": "42Crunch",

"api": "42CrunchAPISecurityPlatform"

},

{

"category": "APISecurity",

"company": "Axiomatics",

"api": "AxiomaticsPolicyServer"

},

{

"category": "APISecurity",

"company": "CritcalBlue",

"api": "APPROOV"

},

{

"category": "APISecurity",

"company": "CryptoMove",

"api": "CryptoMoveAPIs"

},

{

"category": "APISecurity",

"company": "CurityAB",

"api": "CurityIdentityServer"

},

{

"category": "APISecurity",

"company": "ForumSystems",

"api": "ForumSentryAPISecurityGateway"

},

{

"category": "APISecurity",

"company": "FXLabs,inc",

"api": "APISec"

},

{

"category": "APISecurity",

"company": "IDFConnect,Inc.",

"api": "SSO/Rest"

},

{

"category": "APISecurity",

"company": "monapi.io",

"api": "IPAddressAnomalyAPI"

},

{

"category": "APISecurity",

"company": "OneLogin",

"api": "OneLogin"

},

{

"category": "APISecurity",

"company": "SoftwareAG",

"api": "Microgateway"

},

{

"category": "AutomotiveAPIs",

"company": "Allstate",

"api": "AllstateRoadsideServicesRescueAPI"

},

{

"category": "AutomotiveAPIs",

"company": "DaimlerAG",

"api": "Mercedes-BenzCarData"

},

{

"category": "AutomotiveAPIs",

"company": "InfiniteLoopDevelopmentLtd",

"api": "vehicleregistrationapi.com"

},

{

"category": "AutomotiveAPIs",

"company": "SmartcarInc.",

"api": "SmartcarAPI"

},

{

"category": "AutomotiveAPIs",

"company": "SmartMonkey.io",

"api": "Flake"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Adzerk",

"api": "AdzerkAdServingAPIs"

},

{

"category": "BusinessSoftwareAPIs",

"company": "ClickTime",

"api": "ClickTimeRESTAPIv2"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Cloudmersive",

"api": "CloudmersiveAPIs"

},

{

"category": "BusinessSoftwareAPIs",

"company": "CreditReportingServicesLLC",

"api": "SmartAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "DataDemograph",

"api": "DataDemograph"

},

{

"category": "BusinessSoftwareAPIs",

"company": "DigitalOwlLtd",

"api": "semantictextanalysis"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Disarea,LLC",

"api": "smartQAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "eBay",

"api": "eBayDeveloperEcosystem"

},

{

"category": "BusinessSoftwareAPIs",

"company": "ETNA",

"api": "ETNATradingAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Feedier",

"api": "Feedier"

},

{

"category": "BusinessSoftwareAPIs",

"company": "FlexRule",

"api": "FlexRuleDecisionasaService"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Guidebook,Inc.",

"api": "GuidebookOpenAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "HelloSign,aDropboxCompany",

"api": "HelloSignAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Homebase",

"api": "HomebasePublicAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Intuit",

"api": "IntuitQuickBooksplatform:APIsforaccounting,payments,andpayroll"

},

{

"category": "BusinessSoftwareAPIs",

"company": "MaybeCapital",

"api": "Kruch"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Medallia",

"api": "MedalliaExperienceCloud"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Notarize,Inc.",

"api": "NotarizeBusinessandRealEstateAPIs"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Notificare",

"api": "Notificare"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Paperplane",

"api": "Paperplane"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Prisync",

"api": "PrisyncAPIV2.0"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Proposify",

"api": "RESTfulAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Quik!",

"api": "Quik!FormsAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Rossums.r.o.",

"api": "DocumentManagementAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "rspective",

"api": "Voucherify"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Saucepos",

"api": "ChainReactive"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Seametrixsoftware",

"api": "SeametrixAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Sisense",

"api": "SisenseAPIs"

},

{

"category": "BusinessSoftwareAPIs",

"company": "TurnTechnologies",

"api": "BackgroundCheckAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Typeform",

"api": "TypeformAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "WingifySoftwarePvtLtd",

"api": "VWOAPI"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Ximilars.r.o.",

"api": "Ximilar"

},

{

"category": "BusinessSoftwareAPIs",

"company": "Zenkit",

"api": "ZenkitAPI"

},

{

"category": "CommunicationsAPIs",

"company": "2600Hz",

"api": "KAZOO"

},

{

"category": "CommunicationsAPIs",

"company": "Agora.io",

"api": "AgoraVoice&VideoSDK"

},

{

"category": "CommunicationsAPIs",

"company": "Agora.io",

"api": "Realtimevoice,videoandinteractivestreaming"

},

{

"category": "CommunicationsAPIs",

"company": "Amio",

"api": "Amio"

},

{

"category": "CommunicationsAPIs",

"company": "Arvia",

"api": "ARpoweredremotevideoassistance"

},

{

"category": "CommunicationsAPIs",

"company": "Botdelive",

"api": "PushNotificationand2FAviaWhatsapp,MessengerandTelegram"

},

{

"category": "CommunicationsAPIs",

"company": "ForkingSoftwareLLC",

"api": "Mailsac"

},

{

"category": "CommunicationsAPIs",

"company": "KarixMobilePvtLtd",

"api": "karix.IO-UnifiedAPIforSMSandWhatsApp"

},

{

"category": "CommunicationsAPIs",

"company": "karix.io",

"api": "karix.io"

},

{

"category": "CommunicationsAPIs",

"company": "KPN",

"api": "Speechtotext"

},

{

"category": "CommunicationsAPIs",

"company": "MatchMyThesisIVS",

"api": "PicturaAPI"

},

{

"category": "CommunicationsAPIs",

"company": "MicroOceanTechnologiesS/B",

"api": "MoceanAPI"

},

{

"category": "CommunicationsAPIs",

"company": "Numspy",

"api": "Numspy"

},

{

"category": "CommunicationsAPIs",

"company": "Nylas",

"api": "NylasUniversalAPIs"

},

{

"category": "CommunicationsAPIs",

"company": "Ribbon",

"api": "Kandy"

},

{

"category": "CommunicationsAPIs",

"company": "SendBird",

"api": "SendBird"

},

{

"category": "CommunicationsAPIs",

"company": "sms77.io",

"api": "SMSAPI"

},

{

"category": "CommunicationsAPIs",

"company": "TeleSign",

"api": "TeleSign"

},

{

"category": "CommunicationsAPIs",

"company": "Telnyx",

"api": "RESTfulJSONAPI"

},

{

"category": "CommunicationsAPIs",

"company": "TheThingsIndustries",

"api": "TheThingsNetwork"

},

{

"category": "CommunicationsAPIs",

"company": "Twilio",

"api": "Twilio"

},

{

"category": "CommunicationsAPIs",

"company": "Vonage",

"api": "Nexmo,TheVonageAPIPlatform"

},

{

"category": "CommunicationsAPIs",

"company": "Voxbone",

"api": "VoiceAPI,SMSAPI,ProgrammableComplianceAPI"

},

{

"category": "DataAPIs",

"company": "AbacabLtd",

"api": "BoltronApi"

},

{

"category": "DataAPIs",

"company": "AmplifyReach",

"api": "NaturalLanguageUnderstanding(NLU)APIs"

},

{

"category": "DataAPIs",

"company": "ATTOMDataSolutions",

"api": "RealEstate,Neighborhood,POIAPIs"

},

{

"category": "DataAPIs",

"company": "BoggioAnalytics",

"api": "FootballPredictionAPI"

},

{

"category": "DataAPIs",

"company": "BoulevardAI",

"api": "BoulevardForesight"

},

{

"category": "DataAPIs",

"company": "CDCWONDER",

"api": "WONDER"

},

{

"category": "DataAPIs",

"company": "ChompFoodsLLC",

"api": "Chomp"

},

{

"category": "DataAPIs",

"company": "Clearout",

"api": "RESTful"

},

{

"category": "DataAPIs",

"company": "ClimaCell",

"api": "MicroWeatherAPI"

},

{

"category": "DataAPIs",

"company": "CodeLineOy",

"api": "MACaddressvendorlookup"

},

{

"category": "DataAPIs",

"company": "ContentSide",

"api": "ContentSidePlateform"

},

{

"category": "DataAPIs",

"company": "DataLantern,Inc",

"api": "DataLantern-dataisthenewAPI"

},

{

"category": "DataAPIs",

"company": "Datopian",

"api": "REST"

},

{

"category": "DataAPIs",

"company": "DIGIrealitys.r.o.",

"api": "Digireality.czoffers"

},

{

"category": "DataAPIs",

"company": "Edamam",

"api": "Foodandnutritiondataplatform"

},

{

"category": "DataAPIs",

"company": "ElevationAPI",

"api": "ElevationAPI"

},

{

"category": "DataAPIs",

"company": "EntityDigitalSportsPvtLtd",

"api": "Rest"

},

{

"category": "DataAPIs",

"company": "FakeJSON",

"api": "FakeJSON"

},

{

"category": "DataAPIs",

"company": "FoxyAI",

"api": "FoxyAIAPI"

},

{

"category": "DataAPIs",

"company": "FullContact",

"api": "FullContactEnrichAPI"

},

{

"category": "DataAPIs",

"company": "GeolakeLLC",

"api": "GeolakeGeocodingAPIService"

},

{

"category": "DataAPIs",

"company": "Gnews",

"api": "UnofficialGoogleNewsAPI"

},

{

"category": "DataAPIs",

"company": "HarvardLibraryInnovationLab",

"api": "CaselawAccessProjectAPI"

},

{

"category": "DataAPIs",

"company": "HyperTrack",

"api": "HyperTrack"

},

{

"category": "DataAPIs",

"company": "InstituteforSocialResearchandDataInnovation,UofMinnesota",

"api": "IPUMSAPI"

},

{

"category": "DataAPIs",

"company": "IntelligenceNode",

"api": "Infeed"

},

{

"category": "DataAPIs",

"company": "Interzoid",

"api": "InterzoidAPIs"

},

{

"category": "DataAPIs",

"company": "Joursouvres",

"api": "JSON"

},

{

"category": "DataAPIs",

"company": "LeadSquaredInc",

"api": "LeadSquaredAPI"

},

{

"category": "DataAPIs",

"company": "LoctomeSportsLiveTracking",

"api": "LoctomeAPIelevationservice"

},

{

"category": "DataAPIs",

"company": "LoctomeSportsLiveTracking",

"api": "LoctomeElevationService"

},

{

"category": "DataAPIs",

"company": "LOTaDATA",

"api": "CITYDASH.ai"

},

{

"category": "DataAPIs",

"company": "MakCorps-HotelPriceComparisonAPI",

"api": "HotelPriceComparisonAPI"

},

{

"category": "DataAPIs",

"company": "MarkLogic",

"api": "MarkLogicDataServices"

},

{

"category": "DataAPIs",

"company": "MaxPlanckInstituteofAnimalBehavior",

"api": "MovebankRESTAPI"

},

{

"category": "DataAPIs",

"company": "mopinion",

"api": "MopinionFeedbackDataAPI"

},

{

"category": "DataAPIs",

"company": "MovieQuotes",

"api": "MovieQuotesAPI"

},

{

"category": "DataAPIs",

"company": "NationalResearchCouncilofItaly-InstituteofAtmosphericPollutionresearch(CNR-IIA)",

"api": "GEOSSPlatformAPI"

},

{

"category": "DataAPIs",

"company": "Neobi",

"api": "NeobiOpenCannabis"

},

{

"category": "DataAPIs",

"company": "NYCMayor'sOfficeforEconomicOpportunity",

"api": "TheNYCBenefitsScreeningAPI"

},

{

"category": "DataAPIs",

"company": "OpenUp",

"api": "OpenGazettesSouthAfrica"

},

{

"category": "DataAPIs",

"company": "OpenUp",

"api": "vulekamali"

},

{

"category": "DataAPIs",

"company": "Over-UnderDigitalInc.",

"api": "FootyStatsAPI"

},

{

"category": "DataAPIs",

"company": "PBDataServicesLLC",

"api": "UpdateYourList.comRESTAPI"

},

{

"category": "DataAPIs",

"company": "PickpointioLTD",

"api": "GeocodingserviceAPI"

},

{

"category": "DataAPIs",

"company": "PremierLeagueLiveScoresAPI",

"api": "PremierLeagueLiveScoresAPI"

},

{

"category": "DataAPIs",

"company": "PUBG",

"api": "PUBGDeveloperAPI"

},

{

"category": "DataAPIs",

"company": "RealtyMole",

"api": "RentEstimateAPI"

},

{

"category": "DataAPIs",

"company": "RedisLabs",

"api": "RedisEnterpriseProAPIs"

},

{

"category": "DataAPIs",

"company": "RoaringAppsAB",

"api": "REST"

},

{

"category": "DataAPIs",

"company": "ScoreBat",

"api": "ScoreBat"

},

{

"category": "DataAPIs",

"company": "scorelab",

"api": "APIglobalwinescore"

},

{

"category": "DataAPIs",

"company": "ScraperAPI",

"api": "ScraperAPI"

},

{

"category": "DataAPIs",

"company": "SearoutesS.A.S",

"api": "searoutes.com"

},

{

"category": "DataAPIs",

"company": "SEOReviewTools",

"api": "SEOContentAnalysisAPI"

},

{

"category": "DataAPIs",

"company": "SkimTechnologies",

"api": "SkimEngine"

},

{

"category": "DataAPIs",

"company": "SocialAnimal",

"api": "MostSharedContent/NewsAPI,InfluencerSearchAPI,ShareCountAPI"

},

{

"category": "DataAPIs",

"company": "SunsetWx",

"api": "Sunburst"

},

{

"category": "DataAPIs",

"company": "SzymonDukla",

"api": "HolidayAPI"

},

{

"category": "DataAPIs",

"company": "TheSensibleCodeCompany",

"api": "PDFtableextractionAPI"

},

{

"category": "DataAPIs",

"company": "TheDataDB",

"api": "TheCocktailDB"

},

{

"category": "DataAPIs",

"company": "TisaneLabs",

"api": "TisaneAPI"

},

{

"category": "DataAPIs",

"company": "Tripomatics.r.o.",

"api": "SygicTravelAPI"

},

{

"category": "DataAPIs",

"company": "WanderingLeafStudiosLLC",

"api": "OpenBreweryDB"

},

{

"category": "DataAPIs",

"company": "WeatherbitLLC",

"api": "WeatherAPI"

},

{

"category": "DataAPIs",

"company": "WordnikSociety",

"api": "theWordnikAPI"

},

{

"category": "DataAPIs",

"company": "Xooa",

"api": "XooaAPI"

},

{

"category": "DevOpsAPIs",

"company": "Arcentry,Inc.",

"api": "Arcentry-DiagrammingAPI"

},

{

"category": "DevOpsAPIs",

"company": "CircleCI",

"api": "CircleCIAPI"

},

{

"category": "DevOpsAPIs",

"company": "OhDear!",

"api": "OhDear!API"

},

{

"category": "DevOpsAPIs",

"company": "PagerDuty",

"api": "PagerDuty"

},

{

"category": "DevOpsAPIs",

"company": "Parasoft",

"api": "ParasoftSOAtest"

},

{

"category": "DevOpsAPIs",

"company": "StackPath",

"api": "EdgeInfrastructureAPIs"

},

{

"category": "DevOpsAPIs",

"company": "Tier1app",

"api": "CrashanalysisAPI"

},

{

"category": "EnterpriseAPIs",

"company": "Activeledger",

"api": "Activeledger/Activecore"

},

{

"category": "EnterpriseAPIs",

"company": "AiyoLabs",

"api": "FlockSendConnect"

},

{

"category": "EnterpriseAPIs",

"company": "BitcoinAverage",

"api": "BitcoinAverageEnterpriseWebsocketAPI"

},

{

"category": "EnterpriseAPIs",

"company": "ClustTechnologies",

"api": "ClustAPI"

},

{

"category": "EnterpriseAPIs",

"company": "echoAR,Inc.",

"api": "echoAR"

},

{

"category": "EnterpriseAPIs",

"company": "Kaleido",

"api": "KaleidoAdministrativeAPI&KaleidoDeveloperAPI"

},

{

"category": "EnterpriseAPIs",

"company": "Kloudless",

"api": "KloudlessUnifiedAPIs"

},

{

"category": "EnterpriseAPIs",

"company": "LandeCost.io",

"api": "LandedCostCalculatorAPI/HSCodeSearchAPI"

},

{

"category": "EnterpriseAPIs",

"company": "MavatarTechnologiesInc.",

"api": "mCartomnichannelmarketplaceandaffiliatesalesPaaS"

},

{

"category": "EnterpriseAPIs",

"company": "Moovit",

"api": "MoovitTransitAPIs"

},

{

"category": "EnterpriseAPIs",

"company": "soajs",

"api": "soajs"

},

{

"category": "EnterpriseAPIs",

"company": "Sterling",

"api": "SterlingBackgroundScreening&IdentityAPI"

},

{

"category": "EnterpriseAPIs",

"company": "VerifileLimited",

"api": "VerifileGlobalBackgroundCheckAPI"

},

{

"category": "EnterpriseAPIs",

"company": "Voucherify-rspective",

"api": "Voucherify"

},

{

"category": "FinanceAPIs",

"company": "BraveNewCoin",

"api": "BNCCryptoDataAPI's"

},

{

"category": "FinanceAPIs",

"company": "Českáspořitelna",

"api": "OpenBanking"

},

{

"category": "FinanceAPIs",

"company": "CoinrankingB.V.",

"api": "TheCoinrankingAPI"

},

{

"category": "FinanceAPIs",

"company": "DeBetaalfabriek",

"api": "IBAN-API"

},

{

"category": "FinanceAPIs",

"company": "DeutscheBankAG",

"api": "DeutscheBankAPIProgram"

},

{

"category": "FinanceAPIs",

"company": "FactSet",

"api": "FactSet:Developer"

},

{

"category": "FinanceAPIs",

"company": "FinancialModelingPrep",

"api": "FinancialModelingPrep"

},

{

"category": "FinanceAPIs",

"company": "FinbourneTechnology",

"api": "LUSID"

},

{

"category": "FinanceAPIs",

"company": "Finicity",

"api": "TradestreamandUltraFICO"

},

{

"category": "FinanceAPIs",

"company": "HavenLife",

"api": "HavenLifetermlifeinsuranceAPI"

},

{

"category": "FinanceAPIs",

"company": "Hydrogen",

"api": "HydrogenAtom"

},

{

"category": "FinanceAPIs",

"company": "Intrinio",

"api": "IntrinioFinancialDataAPI"

},

{

"category": "FinanceAPIs",

"company": "KalendariumLLC",

"api": "EarningsCalendar"

},

{

"category": "FinanceAPIs",

"company": "KuveytTürkParticipationBank",

"api": "ASP.NETWebAPI2"

},

{

"category": "FinanceAPIs",

"company": "MutualFundAPI",

"api": "MutualFundAPI"

},

{

"category": "FinanceAPIs",

"company": "Nomics",

"api": "Nomics'CryptoMarketDataAPI"

},

{

"category": "FinanceAPIs",

"company": "Nordea",

"api": "FXMarketOrderAPI,FXListedRatesAPI,bothbuiltonRestAPItechnology"

},

{

"category": "FinanceAPIs",

"company": "OCBC",

"api": "Connect2OCBC"

},

{

"category": "FinanceAPIs",

"company": "PayJoyInc",

"api": "LockAPI"

},

{

"category": "FinanceAPIs",

"company": "Shrimpy",

"api": "ShrimpyUniversalCryptoExchangeTradingAPI"

},

{

"category": "FinanceAPIs",

"company": "TaxJar",

"api": "TaxJarSmartCalcsAPI"

},

{

"category": "FinanceAPIs",

"company": "Totle",

"api": "TotleAPI"

},

{

"category": "FinanceAPIs",

"company": "TradeStation",

"api": "TradeStationWebAPI"

},

{

"category": "FinanceAPIs",

"company": "Xignite",

"api": "MarketDataCloud"

},

{

"category": "FinanceAPIs",

"company": "Yapily",

"api": "YapilyAPI"

},

{

"category": "FinanceAPIs",

"company": "YouNeedaBudget(YNAB)",

"api": "TheYNABAPI"

},

{

"category": "HealthAPIs",

"company": "CanIEatItLimited",

"api": "CanIEatIt?ProductandBarcodeAPI"

},

{

"category": "HealthAPIs",

"company": "Caremerge",

"api": "CaremergeAPI"

},

{

"category": "HealthAPIs",

"company": "eHealthMeInc",

"api": "eHealthMeAPI"

},

{

"category": "HealthAPIs",

"company": "PersonalRemedies",

"api": "PersonalRemediesAPI"

},

{

"category": "HealthAPIs",

"company": "SikkaSoftwareCorp",

"api": "SikkaONEAPI"

},

{

"category": "HomeAPIs",

"company": "Allow2",

"api": "Allow2"

},

{

"category": "HomeAPIs",

"company": "RealtyMole",

"api": "RealtyMolePropertyAPI"

},

{

"category": "IoTAPIs",

"company": "BSHHausgeräteGmbH",

"api": "HomeConnect"

},

{

"category": "IoTAPIs",

"company": "SoundHoundInc.",

"api": "Houndify"

},

{

"category": "IoTAPIs",

"company": "Temboo",

"api": "APIToolkit&KosmosIoTSystem"

},

{

"category": "MediaAPIs",

"company": "Adobe",

"api": "AdobeXDPlatform"

},

{

"category": "MediaAPIs",

"company": "BakuageCo.,Ltd.",

"api": "AIMastering"

},

{

"category": "MediaAPIs",

"company": "BrighterToolsLtd",

"api": "MediaMarkup"

},

{

"category": "MediaAPIs",

"company": "Cloudinary",

"api": "CloudinaryMediaManagementAPI"

},

{

"category": "MediaAPIs",

"company": "Frame.io",

"api": "Frame.ioDeveloperPlatform"

},

{

"category": "MediaAPIs",

"company": "GraphQL360",

"api": "GraphQL360"

},

{

"category": "MediaAPIs",

"company": "InternetVideoArchive",

"api": "Entertainment"

},

{

"category": "MediaAPIs",

"company": "LoremPicsum",

"api": "LoremPicsum"

},

{

"category": "MediaAPIs",

"company": "MoodMe",

"api": "FaceInsights"

},

{

"category": "MediaAPIs",

"company": "OpenShotStudios,LLC",

"api": "OpenShotVideoEditingCloudAPI"

},

{

"category": "MediaAPIs",

"company": "PandaGeneralTrading",

"api": "EthiopianMovieDatabases"

},

{

"category": "MediaAPIs",

"company": "Rocketium",

"api": "RocketiumVideoAPI"

},

{

"category": "MediaAPIs",

"company": "Storyblocks",

"api": "StoryblocksAPI"

},

{

"category": "MediaAPIs",

"company": "Svrf",

"api": "SvrfAPI"

},

{

"category": "MediaAPIs",

"company": "Ziggeo",

"api": "ZiggeoAPI"

},

{

"category": "MicroservicesAPIs",

"company": "BackendBox",

"api": "BackendBox"

},

{

"category": "MicroservicesAPIs",

"company": "DILLILABSLLC",

"api": "DilliEmailValidationAPI(DEVA)"

},

{

"category": "MicroservicesAPIs",

"company": "G-SquareSolutionsPvt.Ltd.",

"api": "bigdator/textrator"

},

{

"category": "MicroservicesAPIs",

"company": "Marqeta",

"api": "MarqetaDiVAAPI"

},

{

"category": "MicroservicesAPIs",

"company": "Rasterwise,LLC.",

"api": "GetScreenshot"

},

{

"category": "MicroservicesAPIs",

"company": "TechfabricLLC",

"api": "MicroservicesandRESTfulAPIs"

},

{

"category": "Other:AIMiddleware",

"company": "Intento,Inc.",

"api": "IntentoAIMiddleware"

},

{

"category": "Other:BlockchainAPI",

"company": "FactomInc",

"api": "HarmonyConnect"

},

{

"category": "Other:BlockchainAPIs",

"company": "VizLoreLLC",

"api": "ChainRider"

},

{

"category": "Other:CAPTCHASolverAPI",

"company": "CAPTCHAs.IO",

"api": "CAPTCHAs.IOOCR"

},

{

"category": "Other:ContentManagementAPI",

"company": "CrafterSoftware",

"api": "CrafterCMSGraphQLServer"

},

{

"category": "Other:CyberSecurity-DataAnalysis&Analytics",

"company": "PacketTotalLLC",

"api": "StaticNetworkAnalysis&AnalyticsEngine"

},

{

"category": "Other:DataAPIs,MediaAPIs,HealthAPIs,FinanceAPIs,EnterpriseAPIs,",

"company": "SummarizeBot",

"api": "SummarizeBotAPIs"

},

{

"category": "Other:DLTIOTATangleAPIforPayment/IOT/Data",

"company": "deliontechnologies",

"api": "delion.io"

},

{

"category": "Other:E-CommerceAPIs",

"company": "VIOLET",

"api": "VIOLETAPI"

},

{

"category": "Other:eCommerceAPI",

"company": "Nexway",

"api": "MONETIZE&CONNECT"

},

{

"category": "Other:ElectronicsignatureAPI",

"company": "SignRequest",

"api": "SignRequestAPI"

},

{

"category": "Other:Extensionsandintegrations",

"company": "Sketch",

"api": "Sketch"

},

{

"category": "Other:GreentechAPI",

"company": "Cloverly",

"api": "CloverlyAPI"

},

{

"category": "Other:History",

"company": "VedicAPIs",

"api": "VedicAPIs"

},

{

"category": "Other:HospitalityandtravelAPI",

"company": "Zodomus",

"api": "Zodomus"

},

{

"category": "Other:IdentityandUserManagement",

"company": "FusionAuth",

"api": "FusionAuth"

},

{

"category": "Other:IdentityVerification/ComplianceAPIs",

"company": "Trulioo",

"api": "GlobalGateway"

},

{

"category": "Other:InsuranceAPIs",

"company": "CoverWallet",

"api": "CoverWalletAPI"

},

{

"category": "Other:IPGeolocationandThreatDataAPI",

"company": "Ipregistry",

"api": "Ipregistry"

},

{

"category": "Other:LocationAPIs",

"company": "Foursquare",

"api": "PlacesAPI"

},

{

"category": "Other:LocationAPIs",

"company": "TomTom",

"api": "TomTomMapsAPIs"

},

{

"category": "Other:MachineLearning-TextAnalyticsAPIs",

"company": "Converseon",

"api": "Conversus.AI"

},

{

"category": "Other:MachineLearningAPIHosting",

"company": "Algorithmia",

"api": "Algorithmia"

},

{

"category": "Other:MappingAPI",

"company": "TargomoGmbH",

"api": "TargomoAPI"

},

{

"category": "Other:NaturalLanguageProcessing",

"company": "CodeqLLC",

"api": "CodeqNaturalLanguageProcessingAPI"

},

{

"category": "Other:NaturalLanguageProcessing",

"company": "Twinword,Inc.",

"api": "TwinwordAPI"

},

{

"category": "Other:NaturalLanguageProcessing/Generation/Understanding",

"company": "UnFound.ai",

"api": "UnFound.ai"

},

{

"category": "Other:NewsAPI",

"company": "SpaceflightNewsAPI",

"api": "SpaceflightNewsAPI"

},

{

"category": "Other:NotSpecifed",

"company": "Catchy",

"api": "WeareanAPIMarketingcompany"

},

{

"category": "Other:NotSpecifed",

"company": "Notificare",

"api": "Notificare"

},

{

"category": "Other:NotSpecifed",

"company": "Socure",

"api": "SocureID+solution"

},

{

"category": "Other:OnlineMarketing(SearchEngineOptimization/SEO)",

"company": "seobilityGmbH",

"api": "SEOAPIs"

},

{

"category": "Other:PDFDocumentToolsAPI",

"company": "iLovePDF",

"api": "iLovePDF™APIRest"

},

{

"category": "Other:Real-TimeAPIManagement",

"company": "PushTechnologyLtd.",

"api": "DiffusionReal-timeAPIManagementPlatform"

},

{

"category": "Other:RobotAPIs",

"company": "MistyRobotics",

"api": "MistyRoboticsDevelopmentPlatform"

},

{

"category": "Other:RouteOptimizationAPI",

"company": "OnTerraSystems",

"api": "RouteSavvyRouteOptimizationAPI"

},

{

"category": "Other:ScreenshotAPI",

"company": "Netcube",

"api": "ApiFlash"

},

{

"category": "Other:SearchAPIs",

"company": "SocialSearcher",

"api": "SocialMediaSearch&MonitoringAPI"

},

{

"category": "Other:SecureDigitalTransport:21+verticalmarkets",

"company": "Botdoc",

"api": "Botdoc"

},

{

"category": "Other:SmartGarden,environmentmonitoringandagriculture",

"company": "FlowerChecker",

"api": "plantidentificationAPI"

},

{

"category": "Other:SocialMedia",

"company": "GetYourPet,LLC",

"api": "GetYourPetAPI"

},

{

"category": "Other:Socialmedia",

"company"

标签: Python Python爬虫

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