{"activeVersionTag":"latest","latestAvailableVersionTag":"latest","collection":{"info":{"_postman_id":"bad8f551-505c-4341-b3c0-5a050c754a64","name":"Text classification and product categorization API","description":"Welcome to the documentation for our text classification API, that can be used for product categorizations and general text classifications.\n\nOur E-commerce categorization API classifies texts such as products into 1113 possible categories.\n\nOur second, IAB taxonomy based API, classifies general texts into 440 possible categories.\n\n# Get your API key\n\nYou need an API key to access API endpoints, [you can get it by subscribing here](https://www.productcategorization.com/).\n\nYou can start categorizing products and general texts in just 2 minutes, by following our tutorial at:\n\n[https://www.productcategorization.com/tutorial1.php](https://www.productcategorization.com/tutorial1.php)\n\nWe also offer offline databases of categorized websites. Example of distribution of Tier 1 categories for around 800,000 domains:\n\n![](https://www.productcategorization.com/iab1.png)\n\n# Authentication\n\nAPI service expects for the API key to be included in all API requests to the server, as parameter:\n\n`api_key: b4dade2ce5fb2d0b189b5eb6f0cd`\n\nYou must replace `b4dade2ce5fb2d0b189b5eb6f0cd` with your own API key.\n\nHTTP responses that are successful will have the status code 200 and the response formatted according to specification, please see documentation for examples.\n\nServers return API data in JSON format by default.\n\n# Product Categorization of Texts, Tier 1\n\nProduct categorization is based on taxonomy tailored to E-Commerce.  \nTier 1 categorization returns probabilities of text being classified as one of 21 possible categories.\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/gpt/gpt_category1.php?query=polaroid land camera&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n\n```\ncurl https://www.productcategorization.com/api/gpt/gpt_category1.php?query=polaroid land camera&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Cameras & Optics\",\n      \"value\": 0.9987253421912741\n    },\n    {\n      \"category\": \"Electronics\",\n      \"value\": 0.000562862622295886\n    },\n    {\n      \"category\": \"Home & Garden\",\n      \"value\": 0.0005436545440954681\n    },\n    {\n      \"category\": \"Business & Industrial\",\n      \"value\": 0.00007432249947499341\n    },\n    {\n      \"category\": \"Office Supplies\",\n      \"value\": 0.000033526685721586356\n    },\n    {\n      \"category\": \"Apparel & Accessories\",\n      \"value\": 0.000027410018876003828\n    },\n    {\n      \"category\": \"Arts & Entertainment\",\n      \"value\": 0.000007521376738994588\n    },\n    {\n      \"category\": \"Toys & Games\",\n      \"value\": 0.000005882323386026919\n    },\n    {\n      \"category\": \"Sporting Goods\",\n      \"value\": 0.0000054131118222522225\n    },\n    {\n      \"category\": \"Hardware\",\n      \"value\": 0.0000033494618317838667\n    },\n    {\n      \"category\": \"Baby & Toddler\",\n      \"value\": 0.000002964992638430485\n    },\n    {\n      \"category\": \"Food, Beverages & Tobacco\",\n      \"value\": 0.0000016666852257013246\n    },\n    {\n      \"category\": \"Vehicles & Parts\",\n      \"value\": 0.0000011971066840144845\n    },\n    {\n      \"category\": \"Media\",\n      \"value\": 0.0000011131512981848846\n    },\n    {\n      \"category\": \"Animals & Pet Supplies\",\n      \"value\": 0.0000010786729107985125\n    },\n    {\n      \"category\": \"Furniture\",\n      \"value\": 8.600872153899655e-7\n    },\n    {\n      \"category\": \"Luggage & Bags\",\n      \"value\": 7.425740758731358e-7\n    },\n    {\n      \"category\": \"Mature\",\n      \"value\": 4.101005623841621e-7\n    },\n    {\n      \"category\": \"Health & Beauty\",\n      \"value\": 3.4821204250832534e-7\n    },\n    {\n      \"category\": \"Religious & Ceremonial\",\n      \"value\": 2.798537689428336e-7\n    },\n    {\n      \"category\": \"Software\",\n      \"value\": 5.3728060390120276e-8\n    }\n  ],\n  \"language\": \"en\"\n}\n\n```\n\n# Product Categorization of Texts, Tier 2\n\nProduct categorization is based on taxonomy tailored to E-Commerce.  \nTier 2 categorization returns probabilities of text being classified as one of 182 possible categories.\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/gpt/gpt_category2.php?query=polaroid camera&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n\n```\ncurl https://www.productcategorization.com/api/gpt/gpt_category2.php?query=polaroid camera&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Cameras\",\n      \"value\": 0.9160965830309336\n    },\n    {\n      \"category\": \"Camera & Optic Accessories\",\n      \"value\": 0.014408161930182316\n    },\n    {\n      \"category\": \"Presentation Supplies\",\n      \"value\": 0.013201065065928974\n    },\n    {\n      \"category\": \"Video\",\n      \"value\": 0.009239226281822454\n    },\n    {\n      \"category\": \"Electronics Accessories\",\n      \"value\": 0.00527737163793613\n    },\n    ,...]\n}\n\n```\n\n# Product Categorization of Texts, Tier 3\n\nProduct categorization is based on taxonomy tailored to E-Commerce.  \nTier 1 categorization returns probabilities of text being classified as one of 1113 possible categories.\n\nFor more information about taxonomies, please check out article on this topic: [What are the benefits of using product categorization or product tagging?](https://medium.com/product-categorization/product-categorization-introduction-d62bb92e8515)\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/gpt/gpt_category3.php?query=polaroid camera&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n\n```\ncurl https://www.productcategorization.com/api/gpt/gpt_category3.php?query=polaroid camera&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Film Cameras\",\n      \"value\": 0.5330920056393742\n    },\n    {\n      \"category\": \"Digital Cameras\",\n      \"value\": 0.25333581946019373\n    },\n    {\n      \"category\": \"Disposable Cameras\",\n      \"value\": 0.0663910677556255\n    },\n    {\n      \"category\": \"Trail Cameras\",\n      \"value\": 0.01740226805363727\n    },\n    {\n      \"category\": \"Document Cameras\",\n      \"value\": 0.015069146377420819\n    },\n    {\n      \"category\": \"Surveillance Cameras\",\n      \"value\": 0.011664482862068214\n    },\n    {\n      \"category\": \"Borescopes\",\n      \"value\": 0.008395065450695205\n    },\n    {\n      \"category\": \"Video Cameras\",\n      \"value\": 0.007260418504801398\n    },\n    {\n      \"category\": \"Camera Lens Accessories\",\n      \"value\": 0.00650744791929527\n    },,...]\n}\n\n```\n\n# Product Categorization of URLs, Tier 1\n\nProduct categorization is based on taxonomy tailored to E-Commerce.  \nTier 1 categorization returns probabilities of text from URL being classified as one of 21 possible categories.\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/gpt/gpt_category1.php?query=https://eu.polaroid.com/collections/instant-cameras&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v&data_type=url`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n| data_type | string | should be set to 'url' |\n\n```\ncurl https://www.productcategorization.com/api/gpt/gpt_category1.php?query=https://eu.polaroid.com/collections/instant-cameras&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v&data_type=url\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Cameras & Optics\",\n      \"value\": 0.9992289896015756\n    },\n    {\n      \"category\": \"Home & Garden\",\n      \"value\": 0.0006520692868512297\n    },\n    {\n      \"category\": \"Apparel & Accessories\",\n      \"value\": 0.00004644383948321836\n    },\n    {\n      \"category\": \"Electronics\",\n      \"value\": 0.00003771973664942523\n    },\n    {\n      \"category\": \"Business & Industrial\",\n      \"value\": 0.000008166161487290707\n    },\n    {\n      \"category\": \"Office Supplies\",\n      \"value\": 0.000007549115352502271\n    },...]\n}\n\n```\n\n# Product Categorization of URLs, Tier 2\n\nProduct categorization is based on taxonomy tailored to E-Commerce.  \nTier 1 categorization returns probabilities of text from URL being classified as one of 186 possible categories.\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/gpt/gpt_category2.php?query=https://eu.polaroid.com/collections/instant-cameras&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v&data_type=url`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n| data_type | string | should be set to 'url' |\n\n```\ncurl https://www.productcategorization.com/api/gpt/gpt_category2.php?query=https://eu.polaroid.com/collections/instant-cameras&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v&data_type=url\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Cameras\",\n      \"value\": 0.9245012943174596\n    },\n    {\n      \"category\": \"Presentation Supplies\",\n      \"value\": 0.004850704982243057\n    },...]\n}\n\n```\n\n# Product Categorization of URLs, Tier 3\n\nProduct categorization is based on taxonomy tailored to E-Commerce.  \nTier 1 categorization returns probabilities of text from URL being classified as one of 1113 possible categories.\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/gpt/gpt_category3.php?query=https://eu.polaroid.com/collections/instant-cameras&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v&data_type=url`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n| data_type | string | should be set to 'url' |\n\n```\ncurl https://www.productcategorization.com/api/gpt/gpt_category3.php?query=https://eu.polaroid.com/collections/instant-cameras&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v&data_type=url\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Film Cameras\",\n      \"value\": 0.8221396513265392\n    },\n    {\n      \"category\": \"Digital Cameras\",\n      \"value\": 0.03174787172824993\n    },\n    {\n      \"category\": \"Disposable Cameras\",\n      \"value\": 0.02434788833270771\n    },\n    {\n      \"category\": \"Picture Frames\",\n      \"value\": 0.0020415917541745025\n    },\n    {\n      \"category\": \"Watch Accessories\",\n      \"value\": 0.0019267665992148237\n    },\n    {\n      \"category\": \"Video Cameras\",\n      \"value\": 0.0018906391929454846\n    },\n    {\n      \"category\": \"Surveillance Cameras\",\n      \"value\": 0.001548661227171665\n    },...]\n}\n\n```\n\n# IAB Categorization of Texts, Tier 1\n\nIAB categorization is based on taxonomy from IAB organization.\n\nTier 1 categorization returns probabilities of text being classified as one of 29 possible categories.\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/iab/gpt_category1.php?query=credit card&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n\n```\ncurl https://www.productcategorization.com/api/iab/gpt_category1.php?query=credit card&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Personal Finance\",\n      \"value\": 0.9761399141331873\n    },\n    {\n      \"category\": \"Hobbies & Interests\",\n      \"value\": 0.012164815580256418\n    },\n    {\n      \"category\": \"Automotive\",\n      \"value\": 0.0025196087021092215\n    },\n    {\n      \"category\": \"Music and Audio\",\n      \"value\": 0.0008752506600661922\n    },\n    {\n      \"category\": \"Style & Fashion\",\n      \"value\": 0.0008616063832503892\n    },\n    {\n      \"category\": \"Fine Art\",\n      \"value\": 0.0007356838538989182\n    },\n    {\n      \"category\": \"Events and Attractions\",\n      \"value\": 0.0006860379172393203\n    },\n    {\n      \"category\": \"Business and Finance\",\n      \"value\": 0.0006617396989540662\n    },\n    {\n      \"category\": \"Shopping\",\n      \"value\": 0.0005497554147123015\n    },\n    {\n      \"category\": \"Sports\",\n      \"value\": 0.0005244575592904009\n    },\n    {\n      \"category\": \"Food & Drink\",\n      \"value\": 0.0005127335219828095\n    },\n    {\n      \"category\": \"Technology & Computing\",\n      \"value\": 0.00047175450468135173\n    },\n    {\n      \"category\": \"Medical Health\",\n      \"value\": 0.00037166903273757674\n    },\n    {\n      \"category\": \"Pop Culture\",\n      \"value\": 0.00033420130176418624\n    },\n    {\n      \"category\": \"Travel\",\n      \"value\": 0.00033124861987561744\n    },\n    {\n      \"category\": \"Science\",\n      \"value\": 0.0003090364749867773\n    },\n    {\n      \"category\": \"Movies\",\n      \"value\": 0.00029288123865858144\n    },\n    {\n      \"category\": \"Education\",\n      \"value\": 0.0002908401351480208\n    },\n    {\n      \"category\": \"News and Politics\",\n      \"value\": 0.00022847415444144793\n    },\n    {\n      \"category\": \"Home & Garden\",\n      \"value\": 0.0002152725238608538\n    },\n    {\n      \"category\": \"Pets\",\n      \"value\": 0.00017486261718002182\n    },\n    {\n      \"category\": \"Television\",\n      \"value\": 0.000124120100803851\n    },\n    {\n      \"category\": \"Healthy Living\",\n      \"value\": 0.00011409833413449834\n    },\n    {\n      \"category\": \"Religion & Spirituality\",\n      \"value\": 0.00011219133637975148\n    },\n    {\n      \"category\": \"Family and Relationships\",\n      \"value\": 0.00010729327394592739\n    },\n    {\n      \"category\": \"Careers\",\n      \"value\": 0.00010286095832155701\n    },\n    {\n      \"category\": \"Books and Literature\",\n      \"value\": 0.00009633052630078263\n    },\n    {\n      \"category\": \"Real Estate\",\n      \"value\": 0.00008766190043931586\n    },\n    {\n      \"category\": \"Video Gaming\",\n      \"value\": 0.000003599541392274362\n    }\n  ],\n  \"language\": \"en\"\n}\n\n```\n\n# IAB Categorization of Texts, Tier 2\n\nIAB categorization is based on taxonomy from IAB organization.\n\nTier 1 categorization returns probabilities of text being classified as one of 447 possible categories.\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/iab/gpt_category2.php?query=credit card&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n\n```\ncurl https://www.productcategorization.com/api/iab/gpt_category2.php?query=credit card&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Personal Debt\",\n      \"value\": 0.8993637222986489\n    },...]\n}\n\n```\n\n# IAB Categorization of URLs, Tier 1\n\nIAB categorization is based on taxonomy from IAB organization.\n\nTier 1 categorization returns probabilities of text being classified as one of 29 possible categories.\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/iab/iab_category1_url.php?query=https://www.elle.com/&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n\n```\ncurl https://www.productcategorization.com/api/iab/iab_category1_url.php?query=https://www.elle.com/&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Style & Fashion\",\n      \"value\": 0.7445648974299292\n    },\n    {\n      \"category\": \"Pop Culture\",\n      \"value\": 0.19117375948105383\n    },\n    {\n      \"category\": \"Events and Attractions\",\n      \"value\": 0.05735528094741476\n    },,...]\n}\n\n```\n\n# IAAB Categorization of URLs, Tier 2\n\nIAB categorization is based on taxonomy from IAB organization.\n\nTier 1 categorization returns probabilities of text being classified as one of 447 possible categories.\n\n### HTTP Request\n\n`GET https://www.productcategorization.com/api/gpt/gpt_category2.php?query=https://www.elle.com/&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v&data_type=url`\n\n### Query Parameters\n\n| Parameter | Type | Description |\n| --- | --- | --- |\n| query | string | text to be categorized |\n| api_key | string | API key |\n| data_type | string | should be set to 'url' |\n\n```\ncurl https://www.productcategorization.com/api/gpt/gpt_category2.php?query=https://www.elle.com/&api_key=b4dcde2ce5fb2d0b887b5eb6f0cd2000v&data_type=url\n\n```\n\n> The above command returns JSON structured like this:\n\n```\n{\n  \"classification\": [\n    {\n      \"category\": \"Street Style\",\n      \"value\": 0.4850728519866097\n    },\n    {\n      \"category\": \"Celebrity Style\",\n      \"value\": 0.23190837126729394\n    },\n    {\n      \"category\": \"Fashion Trends\",\n      \"value\": 0.12005606546256739\n    },\n    {\n      \"category\": \"Fashion Events\",\n      \"value\": 0.10266536418561253\n    },\n    {\n      \"category\": \"Beauty\",\n      \"value\": 0.007215169792467588\n    },\n    {\n      \"category\": \"Designer Clothing\",\n      \"value\": 0.004916532775707807\n    },\n    {\n      \"category\": \"Astrology\",\n      \"value\": 0.0035571097795627895\n    },\n    {\n      \"category\": \"High Fashion\",\n      \"value\": 0.00282184801599979\n    },,...]\n}\n\n```\n\n# Errors\n\nThe API uses the following error codes:\n\n| Error Code | Meaning |\n| --- | --- |\n| 400 | Bad Request -- Your request is invalid. |\n| 401 | Unauthorized -- Your API key is wrong. |\n| 406 | Not Acceptable -- You requested a format that isn't json. |\n| 429 | Too Many Requests |\n| 500 | Internal Server Error -- We had a problem with our server. Try again later. |\n| 503 | Service Unavailable -- We're temporarily offline for maintenance. Please try again later. |\n\nProductcategorization.com API, supporting taxonomies with 1000+ categories is [one of the most accurate e-commerce categorisation services](https://www.productcategorization.com/).","schema":"https://schema.getpostman.com/json/collection/v2.0.0/collection.json","isPublicCollection":false,"owner":"20674041","collectionId":"bad8f551-505c-4341-b3c0-5a050c754a64","publishedId":"UyrBjGSV","public":true,"publicUrl":"https://documenter-api.postman.tech/view/20674041/UyrBjGSV","privateUrl":"https://go.postman.co/documentation/20674041-bad8f551-505c-4341-b3c0-5a050c754a64","customColor":{"top-bar":"FFFFFF","right-sidebar":"303030","highlight":"EF5B25"},"documentationLayout":"classic-double-column","customisation":null,"version":"8.10.1","publishDate":"2022-08-14T21:28:17.000Z","activeVersionTag":"latest","documentationTheme":"light","metaTags":{},"logos":{}},"statusCode":200},"environments":[],"user":{"authenticated":false,"permissions":{"publish":false}},"run":{"button":{"js":"https://run.pstmn.io/button.js","css":"https://run.pstmn.io/button.css"}},"web":"https://www.getpostman.com/","team":{"logo":"https://res.cloudinary.com/postman/image/upload/t_team_logo_pubdoc/v1/team/768118b36f06c94b0306958b980558e6915839447e859fe16906e29d683976f0","favicon":""},"isEnvFetchError":false,"languages":"[{\"key\":\"csharp\",\"label\":\"C#\",\"variant\":\"HttpClient\"},{\"key\":\"csharp\",\"label\":\"C#\",\"variant\":\"RestSharp\"},{\"key\":\"curl\",\"label\":\"cURL\",\"variant\":\"cURL\"},{\"key\":\"dart\",\"label\":\"Dart\",\"variant\":\"http\"},{\"key\":\"go\",\"label\":\"Go\",\"variant\":\"Native\"},{\"key\":\"http\",\"label\":\"HTTP\",\"variant\":\"HTTP\"},{\"key\":\"java\",\"label\":\"Java\",\"variant\":\"OkHttp\"},{\"key\":\"java\",\"label\":\"Java\",\"variant\":\"Unirest\"},{\"key\":\"javascript\",\"label\":\"JavaScript\",\"variant\":\"Fetch\"},{\"key\":\"javascript\",\"label\":\"JavaScript\",\"variant\":\"jQuery\"},{\"key\":\"javascript\",\"label\":\"JavaScript\",\"variant\":\"XHR\"},{\"key\":\"c\",\"label\":\"C\",\"variant\":\"libcurl\"},{\"key\":\"nodejs\",\"label\":\"NodeJs\",\"variant\":\"Axios\"},{\"key\":\"nodejs\",\"label\":\"NodeJs\",\"variant\":\"Native\"},{\"key\":\"nodejs\",\"label\":\"NodeJs\",\"variant\":\"Request\"},{\"key\":\"nodejs\",\"label\":\"NodeJs\",\"variant\":\"Unirest\"},{\"key\":\"objective-c\",\"label\":\"Objective-C\",\"variant\":\"NSURLSession\"},{\"key\":\"ocaml\",\"label\":\"OCaml\",\"variant\":\"Cohttp\"},{\"key\":\"php\",\"label\":\"PHP\",\"variant\":\"cURL\"},{\"key\":\"php\",\"label\":\"PHP\",\"variant\":\"Guzzle\"},{\"key\":\"php\",\"label\":\"PHP\",\"variant\":\"HTTP_Request2\"},{\"key\":\"php\",\"label\":\"PHP\",\"variant\":\"pecl_http\"},{\"key\":\"powershell\",\"label\":\"PowerShell\",\"variant\":\"RestMethod\"},{\"key\":\"python\",\"label\":\"Python\",\"variant\":\"http.client\"},{\"key\":\"python\",\"label\":\"Python\",\"variant\":\"Requests\"},{\"key\":\"r\",\"label\":\"R\",\"variant\":\"httr\"},{\"key\":\"r\",\"label\":\"R\",\"variant\":\"RCurl\"},{\"key\":\"ruby\",\"label\":\"Ruby\",\"variant\":\"Net::HTTP\"},{\"key\":\"shell\",\"label\":\"Shell\",\"variant\":\"Httpie\"},{\"key\":\"shell\",\"label\":\"Shell\",\"variant\":\"wget\"},{\"key\":\"swift\",\"label\":\"Swift\",\"variant\":\"URLSession\"}]","languageSettings":[{"key":"csharp","label":"C#","variant":"HttpClient"},{"key":"csharp","label":"C#","variant":"RestSharp"},{"key":"curl","label":"cURL","variant":"cURL"},{"key":"dart","label":"Dart","variant":"http"},{"key":"go","label":"Go","variant":"Native"},{"key":"http","label":"HTTP","variant":"HTTP"},{"key":"java","label":"Java","variant":"OkHttp"},{"key":"java","label":"Java","variant":"Unirest"},{"key":"javascript","label":"JavaScript","variant":"Fetch"},{"key":"javascript","label":"JavaScript","variant":"jQuery"},{"key":"javascript","label":"JavaScript","variant":"XHR"},{"key":"c","label":"C","variant":"libcurl"},{"key":"nodejs","label":"NodeJs","variant":"Axios"},{"key":"nodejs","label":"NodeJs","variant":"Native"},{"key":"nodejs","label":"NodeJs","variant":"Request"},{"key":"nodejs","label":"NodeJs","variant":"Unirest"},{"key":"objective-c","label":"Objective-C","variant":"NSURLSession"},{"key":"ocaml","label":"OCaml","variant":"Cohttp"},{"key":"php","label":"PHP","variant":"cURL"},{"key":"php","label":"PHP","variant":"Guzzle"},{"key":"php","label":"PHP","variant":"HTTP_Request2"},{"key":"php","label":"PHP","variant":"pecl_http"},{"key":"powershell","label":"PowerShell","variant":"RestMethod"},{"key":"python","label":"Python","variant":"http.client"},{"key":"python","label":"Python","variant":"Requests"},{"key":"r","label":"R","variant":"httr"},{"key":"r","label":"R","variant":"RCurl"},{"key":"ruby","label":"Ruby","variant":"Net::HTTP"},{"key":"shell","label":"Shell","variant":"Httpie"},{"key":"shell","label":"Shell","variant":"wget"},{"key":"swift","label":"Swift","variant":"URLSession"}],"languageOptions":[{"label":"C# - 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