Manual Parsing - Introduction

You can pass parsing instructions to Scraper APIs for selecting the data that you need. Parsing instructions allow you to manually select website elements for parsing. Use custom_parsing parameter in conjunction with parse set to true.

{
    "target": "universal",
    "url": "https://books.toscrape.com/",
    "parse": true,
    "custom_parsing": {
        "price": {
            "_fns": [
                {
                    "_fn": "xpath",
                    "_args": [".//div[@class='product_price']//p[@class='price_color']/text()"]
                  
                }
            ]
        }
    }
}

{
    "results": [
        {
            "content": {
                "results": {
                    "price": [
                        "£51.77",
                        "£53.74",
                        "£50.10",
                        "£47.82",
                        "£54.23",
                        "£22.65",
                        "£33.34",
                        "£17.93",
                        "£22.60",
                        "£52.15",
                        "£13.99",
                        "£20.66",
                        "£17.46",
                        "£52.29",
                        "£35.02",
                        "£57.25",
                        "£23.88",
                        "£37.59",
                        "£51.33",
                        "£45.17"
                    ],
                    "parse_status_code": 12000
                },
                "errors": [],
                "status_code": 12000,
                "task_id": "7122929878151750657"
            },
            "status_code": 200,
            "url": "https://books.toscrape.com/",
            "task_id": "7122929878151750657",
            "created_at": "2023-10-25 13:00:20",
            "updated_at": "2023-10-25 13:00:22"
        }
    ]
}

HTML

`element_text`

Name	Arguments	Description
`element_text`	-	Extract text from HTML & remove whitespaces

`xpath`

Name	Arguments	Description
`xpath`	`xpath_expressions` Type: string Required: true	Applies an XPath expression to the provided input value. If the execution does not yield a result, the subsequent expression in the array is utilized. Expressions can incorporate XSLT functions and are compatible with XPath version 1.0 and XSLT version 1.0.

`xpath_one`

Name	Arguments	Description
`xpath`	`xpath_expressions` Type: string Required: true	Identical to `xpath` but used for extracting a singular value even if more are present.

`css`

Name	Arguments	Description
`css`	`css_expressions` Type: string Required: true	Applies a CSS expression to the provided input value. If the execution doesn’t yield a result, the subsequent expression in the array is utilized. It’s important to mention that the css function always outputs a JSON array containing HTML elements, complete with opening and closing tags. If you want to extract the content of the element, you can use the element_text function afterward.

`css_one`

Name	Arguments	Description
`css_one`	`css_expressions` Type: string Required: true	Identical to `css` but used for extracting a singular value even if more are present.

Data Manipulation

`amount_from_string`

Name	Arguments	Description
`amount_from_string`	-	Locate the initial instance of a numerical value within a string and transform it into a floating-point number.

`amount_range_from_string`

Name	Arguments	Description
`amount_range_from_string`	-	Identifies every numeric value in a string and changes them into floating-point numbers.

`join`

Name	Arguments	Description
`join`	`separator` Type: string Required: false Default: ""	Joins a list of strings into a unified string. The individual values are divided by the specified separator.

`regex_find_all`

Name	Arguments	Description
`regex_find_all`	`separator` Type: string Required: false Default: ""	Identifies all strings that conform to a specified regular expression pattern.

`regex_search`

Name	Arguments	Description
`regex_search`	`regex_pattern` Type: string Required: true `group_to_return` Type: integer Required: false Default: 0	Locates a string that satisfies the provided regular expression. It then returns the specified matching group, which defaults to 0.

`regex_substring`

Name	Arguments	Description
`regex_search`	`regex_pattern` Type: string Required: true `group_to_return` Type: integer Required: false Default: 0	Identifies a string that satisfies the provided regular expression and retrieves the specified matching group (defaulting to 0).

`length`

Name	Arguments	Description
`length`	-	Obtains the length of the array. When a multi-dimensional array is given as input, the function operates on the innermost array.

`select_nth`

Name	Arguments	Description
`select_nth`	`index` Type: integer Required: true	Provides the nth element from the array, utilizing zero-based indexing. Negative indexes can be used to select items from the end of the array, such as the last (-1) or second last (-2) elements.

`convert_to_float`

Name	Arguments	Description
`convert_to_float`	-	Converts a string or an integer to a floating point number.

`convert_to_int`

Name	Arguments	Description
`convert_to_int`	-	Converts a string or a floating point number to an integer.

`convert_to_str`

Name	Arguments	Description
`convert_to_str`	-	Converts an integer or a floating point number to a string.

`average`

Name	Arguments	Description
`average`	`round_precision` Type: integer Required: false	Calculates the average of values in an array.

`max`

Name	Arguments	Description
`max`	-	Finds the biggest value in an array.

`min`

Name	Arguments	Description
`min`	-	Finds the smallest value in an array.

`product`

Name	Arguments	Description
`product`	-	Returns the result of multiplying all the values in the array together.

Examples

In these examples, we are using https://www.ebay.com/.

Extract products, price & descriptions

{
  "url": "https://www.ebay.co.uk/sch/i.html?_from=R40&_trksid=p4432023.m570.l1313&_nkw=adidas&_sacat=0",
  "target": "universal",
  "parse": true,
  "custom_parsing": {
    "products": {
      "_fns": [
        {
          "_fn": "xpath",
          "_args": [
            "(//*[@id='srp-river-main']/div//li[contains(@class, 's-item__pl-on-bottom')])[position() > 1]"
          ]
        }
      ],
      "_items": {
        "price": {
          "_fns": [
            {
              "_fn": "xpath_one",
              "_args": [
                "./div//span[@class='s-item__price']/text()"
              ]
            }
          ]
        },
        "description": {
          "_fns": [
            {
              "_fn": "xpath_one",
              "_args": [
                "./div//span[@role='heading']/text()"
              ]
            }
          ]
        },
        "href": {
          "_fns": [
            {
              "_fn": "xpath_one",
              "_args": [
                "./div/div[@class='s-item__info clearfix']/a/@href"
              ]
            }
          ]
        }
      }
    }
  }
}

{
    "results": [
        {
            "content": {
                "results": {
                    "products": [
                        {
                            "href": "https://www.ebay.co.uk/itm/314886799789?hash=item4950b741ad:g:QDMAAOSwVkFlKa8Y&amdata=enc%3AAQAIAAAA0LsbRYys8H4fUqfXN%2F0l6I2wsuptgwSpVYRmCuLqT39Uix%2BYDkGYcItqn5k%2Bxm2Mj%2FlQ9WNsGYMKAG3MNZlBMzxh2J3aeFZNaj%2BKNiigexyt1IrwMhsSOV1zzegtaeaklkNEpuItSUZ5fjykuYUbraht1G1376pDVj7oaogC88Sli8ZI0f7j1y%2F%2Fl4wvq7c9UIkBxL4UzS%2Bc0FCIFWrMHuFXx%2FUMUGrRJxMXduC8%2FzpomyvCbESUD%2B4EsuagQpVrOqNF3XGyQwrNYWC5l45D53c%3D%7Ctkp%3ABFBMppiLwO1i",
                            "price": "£55.00",
                            "description": "mens adidas gazelle trainers size 10.5"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/125918545219?hash=item1d51548543:g:tFoAAOSwk-pftSpu&amdata=enc%3AAQAIAAAA4DcYxgUnu9H72t9htRNwpK8sAZ6eIP%2BmAAJmI%2Fcu3JVfMptYHb3Yq1%2ByTnQan3cntUKvPPeq1ig24ticW9KR7%2FQADAlDGxbDyXuH81olk8lixas4EkxJTRMHq1CQlkW2MVR5eM7UC1ZpH9HkVWfQSJmM%2BHGc6VncrSoVu9B1mQ3cR%2BxmJPAGYg0gPepeKd%2BF8oM5P1rXh%2BIzie6VgF2GatWREITF5Kg8LI54k3YPY7hFHYSOhZmxxubIA%2BD1zeWg7L25TTp3mPtqD0kgC%2FcJUNZsFPrHgs4xEWZdbSxLluoN%7Ctkp%3ABk9SR6aYi8DtYg",
                            "price": "£51.95",
                            "description": "Adidas Samba Super Leather Black / White (Z28) 019099 Mens Trainers All Sizes"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/134783061453?hash=item1f61b24dcd:g:yt8AAOSwmVxlOlLv&amdata=enc%3AAQAIAAAA4Mkx46Z9F326SPcmQf52Oem%2BGVDHKf79bmnYenZEq%2Bn4tbSjY1Ln5INeTulfQs6oxQkAT6byGG5Mi6bJGtiHhFXtZJvQ87zhmU8P%2FarDSMVXdId6cM75x3ajY%2F2zIcFNFuKrXDtZUjBnYSUY8jB7j9lQNkQ%2FqvQKlXwzPhalXzloWDfcl9YE%2FhzBYFIEejhMlX0h3aTUCS8ujrRzQEMK%2FrW679ngbgfY8MbylwwPUDqYNCKOWzZw4XOETI2AacHS8uirJCK650oHC9jn9rAJYpkNO7XaQazLeCfBZWzCKmfS%7Ctkp%3ABk9SR6aYi8DtYg",
                            "price": "£10.00",
                            "description": "adidas beckenbauer allround Size 10"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/334959390103?hash=item4dfd22ad97:g:f9YAAOSwNnVku4MQ&amdata=enc%3AAQAIAAAA4JSNY3%2BeJmadcxebIjitouG0XAoGpcW69bsnIIkAE0YHErsZlmBwv%2BszEquzxFL22KXgy%2FUnacI9GzOpJ8kxzWU51DbGaWPbU%2FRyjzP7JoXjVCYguChn0VtQ9n%2Bdni7Aj9otWo2hV9T8di213N%2BiD8Q6fswzNsrzQSyoiclxK2PCZ5hf1eXj4DjB6bebs2bDYhgYjuDuYkBHuSnbvIvLlcaQMrLGHSzeP7G6kmOyjYv83DdlS8JvJGWz0gkTnXyJxm%2B67Xid5C2qjyNUEmQtkknT%2BFDLta1Ap%2F7E5hEriQFl%7Ctkp%3ABk9SR6aYi8DtYg",
                            "price": "£69.99",
                            "description": "adidas Terrex AX4 GTX Mens Trainers Goretex RRP £120 FY9664  Small Fit CLEARANCE"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/203242037757?hash=item2f522b61fd:g:dBYAAOSwPHlj2-ek&amdata=enc%3AAQAIAAAA4CNdkOHW%2FlebrWIkHQnzRMloTJhceteQkqsLeps%2FmQwbOCjueOVVDlkkTkmKszNAzSo9wGe2ZU1JViP7tZJSC16nWAC2LibGDK2ux5%2B3QV0Wci5n8eUCXuowdhU7H66DE6xhdNWXcUeiGObQkT7qHsFiMsGrVeRr4S6kd2jugp8iEoj%2BjPjWRSH%2Bj%2B4%2FdwKFMdrPr%2B1ziLVr14Igv5d5Uy1n1tPfhABBslGIKBdry1zMYXrpEvSdp6NeYVKoeeWP9GNaiZT9F%2FsYusHb1pDkmTQO0TDa%2FDSfivzqqj%2FrN3CJ%7Ctkp%3ABk9SR6aYi8DtYg",
                            "price": "£52.99",
                            "description": "adidas Samba Super Mens Shoes Trainers Uk Size 7 - 12 019332 Navy Blue"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/404323572516?hash=item5e23901b24:g:JAEAAOSwj9hkgKZG&amdata=enc%3AAQAIAAAA4DVifOD37ssqpUJm2DhEB7vgbi8CXD%2B4%2F322uZirNi62U0%2F5FV4uIHMrnGsgQK8sO0w4JC%2BR9JQ8JX3fDm1HzpmzQvTENVtvnNWjBlDOR%2FAREoKKkkBQDx7S0QyjybTWrXuMgoWrgCiGTtyIW8ZjlwjLY5aWMRgMmyLPMa9o712ILcv0L7%2FAoUkeV%2B8OYKZRwaloa8SSrYAX30gOGMK2Ji7Ox4jzEunZzlwvkdvjZpbAIzlO8Xj28aasUGL9l2sg5DTdfZPrhmZeskdLO%2BfVIrLkiOv9UUgcMb8nA4Y80CQv%7Ctkp%3ABk9SR6aYi8DtYg",
                            "price": "£39.99",
                            "description": "Men's adidas Hoop 3.0 Lace up Mid Trainer Boot in Black"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/204409194218?hash=item2f97bcc6ea:g:-JEAAOSwbW5kyFQT&amdata=enc%3AAQAIAAAAwJ9Wh2dI3mvs8EYJY3dcbilZz5DIhclwWRKy6Uur0pvOoVczvD23nMX%2FGeuHmpPLXjqlChuml17uwTEQgiEb1O7c5SHWmSlnagBReIV5AlB%2F1gktl4q4%2BlAH7ogQ%2BCxxT0iHAeDSnOq8v%2BbCwdNspsh2NoJSW0gC7jVcDuNf3MQ8nJu2L6Jo76NBbM8qyeoBVxRFlKAGXY12eZCnQHekO74CNUpTxGzFZ6lJHhfh%2FrvTe85AIuZL4jkoLxrSdhj0Iw%3D%3D%7Ctkp%3ABk9SR6aYi8DtYg",
                            "price": "£54.99",
                            "description": "adidas dragon Mens Originals Trainers Uk Size 7 - 12  G50919 NAVY/WHITE/METGOLD"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/115953995899?hash=item1aff65907b:g:4J4AAOSwDLtlOlsB&amdata=enc%3AAQAIAAAA0PE%2BcV3wqnxRRm7kcnCEjf7gDdxJ8glwXM%2BUpfN0zWdppfN%2F4Y8Ri77iwf6T1Mv8VizsyyxB2dlyH0%2FlAsw3ke%2FM8958o%2Fe2p1nDvakH9i7MDGap70ypRt7AT7AeKu%2BDUKNo%2BmOAqwSrru2z7vIbKlt3wCJgiVujmcXLF7mlipQ%2BlHIqPzdcKoAbOELbnE%2BuDctPKgPW941j%2F4%2F0l25yyzsnHeKl8l4AMB6l%2BveSLRZ7gixJhCT7TpNRiTjSA72vDCUpsuFyXU7g%2Fl8Q8IOlNjc%3D%7Ctkp%3ABk9SR6aYi8DtYg",
                            "price": "£8.80",
                            "description": "Adidas Originals Spezial Blue FX5675 Men's Trainers Size UK 11"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/325747241213?hash=item4bd80c70fd:g:H0UAAOSwGxtkwlJo&amdata=enc%3AAQAIAAAA0M6HBAzluhS0ynAupiZ3X7Ky67A6awu%2BQci%2F5D0To0l%2BTpqP3BmYNygfsUVKZRbb9cKxrwGronrvzXJZH7PxW6%2BK3LFKs95zCJ4y3aXvi%2BGTQ2XtGzJjzmqXPUodgyl5uZKaWruYW2noZ9lN7hrjsJuMUTsn9huxDqwKSjDzhy24uopSDyzEkrN8FhfO9pnSkZRTwxodcwSHFpM96obLrRBUw5t1ViMlv6Qser47XKjrF66x3qgfhAiVoyP9ZJXtrKhDSvm0TUJB30EMEgXHXZw%3D%7Ctkp%3ABFBMnpmLwO1i",
                            "price": "£54.99",
                            "description": "ADIDAS ORIGINALS GAZELLE TRAINER BLACK OR NAVY BLUE WHITE BB5478 UK MENS"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/144774740207?hash=item21b53f38ef:g:T-wAAOSwj6Zj25ZG&amdata=enc%3AAQAIAAAA4G0XvOGA3M80XgGbH6rIYm2q5PaO1F7OLqPB4%2BFWpS2X0Lm2sEu9eNThV5g3rg6eF4%2Bjf3M4lXNGGapSm4YrAxP5bThHvYmkcbTSikFF2eCJUavzTLNiGxgQ8njgGjmPIxQNMgDpKmnQEe1xlhJnIewTcpodhtDZd39vOe89jLCg52nzUNrBtTEtAwq4CuDwYwVRO3OmYHpsDvVCq9AKzlb6Wpis6NepMbrJO9ICaHqpPSMkHMP4WiNp43KeYiUVBvsvGaKT3ugQ1u0ggTnS5cPgJ2fQ5z8lBKnuMEK17qUn%7Ctkp%3ABFBMnpmLwO1i",
                            "price": "£20.99",
                            "description": "Adidas Mens Women 1,3,6 Pairs Socks 3 Stripes Crew Socks Sports Gym Trainers"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/374992173297?hash=item574f4678f1:g:koMAAOSwor9lLSSh&amdata=enc%3AAQAIAAAA4Oi%2FPazJdOX0Cu%2Ft95VCFQBlPXj1wcGSwdYecX1ygFr6%2F51crHaBFHhNS4ecadC6SK7%2BbP50MdDu%2FCkHBAzaM8Pn%2BeNdyOFldmQ7pUG8MdBKK0stxuTsIVOPaXhUgOrf%2BHcU6uM8Ik7zx0uTXMoTp9GfRPF6wiJUU5xL6bEo0WZ4O54aWQTiiBL5RK%2BZSucOBUCJw8j%2BcFZo2WJjmpy9QtstTyrWxkk%2BXyFxL8rJNujWz6wO9GjLZw88M%2BJ5iTWiIwymdmNUTipOxhPW1J8Dz9XIYd1PHP5A35X6ArUULcw5%7Ctkp%3ABFBMnpmLwO1i",
                            "price": "£59.50",
                            "description": "ADIDAS ORIGINALS GAZELLE MENS TRAINERS MONO BLACK SUEDE RRP £75 CQ2809 GR"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/204439654490?hash=item2f998d905a:g:hWEAAOSwGTdk6GXy&amdata=enc%3AAQAIAAAA4AwIKw6A4bVkwKJ5DUdFiO1WQYNG7w3TQqk8zqGxidYCJ7a4DLoea1oScKOOvJHylDi2%2BD4Iax6gR9c1x6zK64XNH%2F7Apbap13Ki%2FOB%2B5kjY6PrAx%2BKo1f7raX%2FQHCPMHPzdz4bUM9NWJS3AkoZbRWg2BPpSlTwHkJoiyDlbiHUkSrb%2FV4xnN69VloeVc7cvUflUgX2q2SeNj%2F1heynXuRHGXsuJWE6pb8n%2FiBt1aw9R8xYdc%2BiGjW%2FD0GOS3yiMtc7UwhrD4NU820IZQst84q32pts2iX%2BTRI%2FtBaeRNcVB%7Ctkp%3ABFBMnpmLwO1i",
                            "price": "£64.99",
                            "description": "Adidas Gazelle Trainers Mens All Black Lace Up Sneakers Classic Trainers"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/134766543842?hash=item1f60b643e2:g:oRIAAOSwEkhlKUAM&amdata=enc%3AAQAIAAAA4Ic9mtrTlx4IvW3fwIIkVpuOmLZT4K64EJ758U6tjZ%2B0SWuDAt6EYMU1Pql4Hxiba5WkAZH5Gam7YmUjw53Ha4fs53NEM2OEpyIEvgLrlZR8Ct0iIm6M841zXpTt9PzuySzu17L%2F2AAdYO8%2Fxw6YNx6GsAgCYGFYViETJ0Kb7SwzqXAqzU%2BrxTH0AFedlhjEE4zJ%2FEol4hwW6Ahej8O5BtZFWWulvbybNJODxr50mjPF9NhOK494AtjhwJRltmUoSs7pTud6mF36as3texo%2FRk5jYedWLzkqqWajsGxdQWml%7Ctkp%3ABFBMnpmLwO1i",
                            "price": "£34.99",
                            "description": "Adidas Run 80s Mens Trainers Shoes Sneakers, Navy, Size UK 9 (EUR 43.3)"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/401639704989?hash=item5d8397899d:g:wfIAAOSw0vJb9UYE&amdata=enc%3AAQAIAAAA0GuAt8UqsS%2FNadfXmAK5hf0IZduKI01H41tFyhH76m0YD1Z2A1OGCNEW50fa%2B4Xngxkd%2F7UuUDBHScdIPwW5tntgaV4KHoO1m3%2BvxSmy13kyg6%2B9CtG%2BP1Qyf%2BkOg7y1FpKeMSeB3LJ3AWNs6l2%2FHCn3WRDVbXwDNiAh3ep1m4yHNvlRWbRj1d5Kw63GKZbBnV3%2FvEy1z0DzwYKQoI8axJwgMhKDnscdaVIA7V%2FJoD4dqTFeg5oKN1xx0jSU%2FKtbYt9WsHg9SUXky7EufXmy6UA%3D%7Ctkp%3ABFBMoJmLwO1i",
                            "price": "£54.99",
                            "description": "Adidas Original New Men's Beckenbauer Lace up Trainers "
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/204446336579?hash=item2f99f38643:g:HXQAAOSwhh1k8JtF&amdata=enc%3AAQAIAAAA4KPbXXswFx2qJeNoMwwcT6hIqCz%2F%2FwECTtFtnDJZr%2FE9u4mTxGKwAIkJGLu2cH1DW39GbsD2ltFQyVFy0bap4hbp7D3BLQ52Pl6xbRVPMqmsWHsDlYM2UJxMIGC5rtbZx7ypwDLpcbj%2BeDbi%2BnB43rbqNNRa81d%2BDvW%2FGDv6bAdddicN4LA9Eft9lDzx7l9Fg42b932N71I9kQfEJJ9zQh31Zyvw%2BVlBtMlGdR%2BXOZtOW5yBbkoHTdOYh77PwOY0fQbU88PkigJMwLF65OJYO0tPxBjokPoset6jiZ1EhFg7%7Ctkp%3ABFBMoJmLwO1i",
                            "price": "£69.99",
                            "description": "Adidas ZX750 Trainers Mens Suede Classic Trainers Gym Shoes Sneakers"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/255916392201?hash=item3b95ce3f09:g:SZwAAOSwpV9jUUJE&amdata=enc%3AAQAIAAAA0PLTDAj3MQ4ZLOmS891N1VYGMGYORV447C6NSCMgXS0Wt67qdB16%2FJZfAXDceJcFV%2B1bouTKNcTrD9iPuQyCndtrMkTACppsOpMY0bRX7ZRGxy3btlooLOJKpTZYhwILamhJYF28aojBxFsr443aFSZjpKpaAm3HezQRoJRmeIAhyXwzD6qiXzfeDda6uXdBrlVswcWzDlVfv8OFKKHzwKp8%2Bkep5Ql9d58XBxODUhOnYuU5j6HG6NxROyGEGi79MYxtrRamHrzLzawaaHrzKaE%3D%7Ctkp%3ABFBMoJmLwO1i",
                            "price": "£60.00",
                            "description": "ADIDAS MEXICANA - COLLEGIATE GOLD / CORE BLACK - H01823 - UK 9, 10, 10.5"
                        },
                        {
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                        {
                            "href": "https://www.ebay.co.uk/itm/275590143722?hash=item402a73deea:g:SpoAAOSwpshjpKCN&amdata=enc%3AAQAIAAAA4OobWYl%2BxgraM3dmM1Gtm1SxVG9TvLPwLwa%2F0REArhsj8K6g3rlnVHzPi6LJUYXMRRr5h1q9cHk9nQ1kgWmlrgIxLTjZJ4aNp7usofayGcKhI1KwEfoiIV6Rij74gArwaU4E0S5smghlxlvB52qaxngQ1FPBFflSjbJblHpdBb%2B6RfPqH%2BFENIdbDYw0n%2BaMg6tAklTkjDh7ygHlEZ%2BVEVJGUX4nDiZbYHcH5Va3x%2F1cY%2FVcjKwz3pghmWVpm99p2LkiRfnR9n8QNoSEp5%2FXswD8KWHtBXFBfxRsYNLqhjrd%7Ctkp%3ABk9SR6yYi8DtYg",
                            "price": "£39.99",
                            "description": "adidas Hoops 2.0 Mid Mens Trainers Boots B44621 ~RRP £59.99 CLEARANCE OFFER"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/134783042325?hash=item1f61b20315:g:BLkAAOSwzwxlOkuv&amdata=enc%3AAQAIAAAA4OUAmg4KLEofMgR7lOsYZJpkmH2XtUHjxH0QBACH4poRQwOHSkN%2Bkt%2FY6Gclh%2BkKlZTef%2BvKlNzGDKak2Z2knujMfnL1%2FnXX2ICeo5%2Bxib54TqMA1JrYo%2F53Tp8uDxZJxT0GcRM8K6sy%2FHl69xFIkFx1xMwj6Wj%2BGwtLK4WMGQlEhJREfdj9rHwfLE%2FWgwpE99G9hn9DEUzfhKiOZZzzU%2FFxsAfdwlDshgVrwVjK%2FfJgSUrtkkkdEj6s6Fmg9Z03HPTgv0zkD1sVBfJgSQokrNfvKqbufn9DBWkeHx%2Bw%2F3K0%7Ctkp%3ABk9SR6yYi8DtYg",
                            "price": "£5.00",
                            "description": "adidas superstar size 7.5"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/114787654447?hash=item1ab9e09b2f:g:AaAAAOSwF3VgjByn&amdata=enc%3AAQAIAAAAwItmaO7Vwn4SUSVMdfeRcQ5RxOA5jBzdX3JGhI8EtzQzVwQwtKioqx3QA4gXPHtNkevwG431nFibK40XrXY5%2BE7LbtnM3P%2FCHMWOtp4TxKPRI5PDFnqoh3tWuz4BvsxnLX8KxypQdXmJBfvWTOFZcAXfjcBt11EhYtGCVaWVVkASl7Tv5wmQvuaeJCMXC2K7L66czl5xpgZVsC%2BLTpwObhCx96I9dL49FMz7Keku3DNQIj26PCk8%2BsU5oI0iX4KStw%3D%3D%7Ctkp%3ABk9SR6yYi8DtYg",
                            "price": "£54.99",
                            "description": "ADIDAS ORIGINALS SAMBA SUPER SUEDE NEW MEN'S TRAINERS "
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/145393177154?hash=item21da1bd242:g:4GkAAOSwkEhlOk1i&amdata=enc%3AAQAIAAAAwM1177dcahF8jQmMYnSJ8HiJbRgT5Rd3lpQds%2FYt1d7VCEjQ%2FfKvPvhp9jmPfVezpMzL1H1IaD23ihMh%2B3ToE3XkTC5BJHbU573fYEZsERPegIv4nx6l%2FeSHEKw4699pYb94eolALGo6WVKDwtqsiLVSOibKT2tyqqPoyCR%2BqCzDEzGGIR%2FfSpL520uKKkhHRGay4ZnmJIvkp2nukG83B7jMLGhBFR1sC1MOUeedPp7jA6gCWrEZxR%2Bi5QhvpuZZkw%3D%3D%7Ctkp%3ABk9SR6yYi8DtYg",
                            "price": "£14.00",
                            "description": "adidas trainers size 9"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/124744576435?hash=item1d0b5b2db3:g:80QAAOSwWFZg8SBp&amdata=enc%3AAQAIAAAA4BHZxbtYKyqbBLpZifDDE3ykFh9Pa4liHQDSrCygrmPk1aOF3kYYmVLzOYSrSC7EGAC1cariScHnqv30HLusJoFyvDaJK3XiHyPgYjOme0klN5kwGNIkxqoL0AJq2ih7GxGdRXJdsMXTckN3H141pjClh6nZABfpjtsLF677%2BMVjfTlv92K66eGhJal093zkKLIHD7p8OHVW1IlwaxHlZEAqcEJIuxaD9LPzTZNvFHQUJagFRMG5uPE%2BNciShpYkwMwvWnGwkpjOGUb4XwkAEnsQHxHGdG%2By9eqGSW8KslIP%7Ctkp%3ABk9SR6yYi8DtYg",
                            "price": "£26.99",
                            "description": "adidas Hoops 2.0 Mens Trainers Size 12.5 ONLY NOW £26.99 REDUCED TO CLEAR"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/404553132872?epid=14047719120&hash=item5e313eeb48:g:afQAAOSwxVJlLYzN&amdata=enc%3AAQAIAAAA0EcckN6OddQTJwgWC%2B7rKiFleHQGFG%2B3Q9tH7sDhmxFe%2FKDMKzmkFYBWoZnTSgFOoPWjqzxRABxSygJV5HErKdKuLSiQE7z1Hi8u6LohsdR1H7Eord4wedkpfQXWWnSckxidofwsXt2OoZj7neYfRIKB7AbfNsfO8gCfdBAodjGAEFEet%2FxF%2BoLscqpaXHswfLaGVTl1XoRv2ugFXxEgRWTi%2FeGm6t0LXtg%2F%2BiB%2BhO6G6CAd3OwZe5KmTUrSiEJWwGGNzVX058JEbgsYDN5rfVI%3D%7Ctkp%3ABFBMrJiLwO1i",
                            "price": "£29.99",
                            "description": "adidas Hoops 2.0 Mid Mens Trainers Boots B44621"
                        },
                        {
                            "href": "https://www.ebay.co.uk/itm/305184664100?epid=7062786641&hash=item470e6c6a24:g:1nkAAOSw8ttlHr59&amdata=enc%3AAQAIAAAA0LrIrmTwUoga80o%2BGd5ahmEiP8LLFw7Cmc%2B9zkAd%2B%2FUeBAayU5Aq%2FHbx7xiOwLZWLhfHBe9iJWohhrDflVAyA8oouK2%2BFVUmk8qBfgX74fC0BUh%2BUCdzTB7W9MufiTIVAuhpNmTlgo1yfkIZ7VRZh1SzhBi%2B8nM1H2baoHknbbIV0EWZHPJy0u3NOkB5TBD5XzXJZSMHszt67Im1PCLWAnAxwe3LOZnIW5OwWze3ES42wg41JXsV3ywFmSRwOQinATfi0nIpTBr0xSQuD3ZB4t8%3D%7Ctkp%3ABFBMrJiLwO1i",
                            "price": "£79.95",
                            "description": "adidas Terrex Unity Leather Mid COLD RDY Mens Hiking Boots Black GZ3367 UK 10"
                        }
                    ],
                    "parse_status_code": 12000
                },
                "errors": [],
                "status_code": 12000,
                "task_id": "7123287615784128513"
            },
            "status_code": 200,
            "url": "https://www.ebay.co.uk/sch/i.html?_from=R40&_trksid=p4432023.m570.l1313&_nkw=adidas&_sacat=0",
            "task_id": "7123287615784128513",
            "created_at": "2023-10-26 12:41:51",
            "updated_at": "2023-10-26 12:41:53"
        }
    ]
}

Extract product information

{
  "url": "https://www.ebay.co.uk/itm/125918545219?hash=item1d51548543:g:tFoAAOSwk-pftSpu&amdata=enc%3AAQAIAAAAwAj7SDUwT6R%2FBC%2FKeU%2FEZ8EKB1ZWxfIHTA%2BO6TajIlSFK0PAI6NScnu1T118h2tK1nrqEcrOEgG4XZrMsBJPs7r08yqv4agX4mbxKlOHnm%2Bc%2BI%2FDGvfQMkz3Pttza9rDSOEOzbDPE5YESdBHp%2FXXPn4uY3C6Z13A2zj42UXOg25T4uEb%2FuwXE1W%2BtqYzAZi%2B3rWqrz6JIJnWjVCzsVSToKBcJTYlOMOYrF47wKNTzqwrJil8KfRUu72L7mF%2B6GtdoA%3D%3D%7Ctkp%3ABk9SR8D19b_tYg",
  "target": "universal",
  "parse": true,
  "custom_parsing": {
    "title": {
      "_fns": [
        {
          "_fn": "xpath_one",
          "_args": [
            "//h1[@class='x-item-title__mainTitle']/span/text()"
          ]
        }
      ]
    },
    "price": {
      "_fns": [
        {
          "_fn": "xpath_one",
          "_args": [
            "//div[@class='x-price-primary']/span/text()"
          ]
        }
      ]
    },
      "available": {
      "_fns": [
        {
          "_fn": "xpath_one",
          "_args": [
            "//div[@class='d-quantity__availability']/div/span[1]/text()"
          ]
        }
      ]
    },
    "sold": {
      "_fns": [
        {
          "_fn": "xpath_one",
          "_args": [
            "//div[@class='d-quantity__availability']/div/span[3]/text()"
          ]
        }
      ]
    }
  }
}

{
    "results": [
        {
            "content": {
                "results": {
                    "sold": "854 sold",
                    "price": "£51.95",
                    "title": "Adidas Samba Super Leather Black / White (Z28) 019099 Mens Trainers All Sizes",
                    "available": "8 available",
                    "parse_status_code": 12000
                },
                "errors": [],
                "status_code": 12000,
                "task_id": "7123298102051645441"
            },
            "status_code": 200,
            "url": "https://www.ebay.co.uk/itm/125918545219?hash=item1d51548543:g:tFoAAOSwk-pftSpu&amdata=enc:AQAIAAAAwAj7SDUwT6R/BC/KeU/EZ8EKB1ZWxfIHTA%2BO6TajIlSFK0PAI6NScnu1T118h2tK1nrqEcrOEgG4XZrMsBJPs7r08yqv4agX4mbxKlOHnm%2Bc%2BI/DGvfQMkz3Pttza9rDSOEOzbDPE5YESdBHp/XXPn4uY3C6Z13A2zj42UXOg25T4uEb/uwXE1W%2BtqYzAZi%2B3rWqrz6JIJnWjVCzsVSToKBcJTYlOMOYrF47wKNTzqwrJil8KfRUu72L7mF%2B6GtdoA%3D%3D%7Ctkp:Bk9SR8D19b_tYg",
            "task_id": "7123298102051645441",
            "created_at": "2023-10-26 13:23:32",
            "updated_at": "2023-10-26 13:23:33"
        }
    ]
}

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​HTML

​element_text

​xpath

​xpath_one

​css

​css_one

​Data Manipulation

​amount_from_string

​amount_range_from_string

​join

​regex_find_all

​regex_search

​regex_substring

​length

​select_nth

​convert_to_float

​convert_to_int

​convert_to_str

​average

​max

​min

​product

​Examples

​Extract products, price & descriptions

​Extract product information