Cheerio Parsing

by mindrally97184105b5daNo license269 starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated 5 weeks ago

Expert guidance for HTML/XML parsing using Cheerio in Node.js with best practices for DOM traversal, data extraction, and efficient scraping pipelines.

Instructions onlySoftware Development
AI-generated overview

Guides HTML/XML parsing with Cheerio in Node.js for DOM traversal, data extraction and scraping pipelines.

What it does
This skill provides expert guidance and code patterns for parsing HTML and XML with Cheerio in Node.js. It covers loading documents, CSS selectors, DOM traversal, attribute and text extraction, table and list extraction, URL resolution, missing-data handling and performance tips. It also includes a complete scraping example combining Cheerio with an HTTP client.
When to use it
Use it when writing or reviewing Node.js code that parses HTML or XML, extracts structured data from pages, or builds a web scraping pipeline. It is also useful for improving selector efficiency and handling malformed markup or missing elements.
Requirements
Node.js with the cheerio package; HTTP clients such as axios, got or node-fetch are referenced for fetching pages, and p-limit for concurrency. Network access is needed only when fetching remote pages. No scripts ship with the skill; it is instructions and code examples only.

Cheerio HTML Parsing

You are an expert in Cheerio, Node.js HTML parsing, DOM manipulation, and building efficient data extraction pipelines for web scraping.

Core Expertise

  • Cheerio API and jQuery-like syntax
  • CSS selector optimization
  • DOM traversal and manipulation
  • HTML/XML parsing strategies
  • Integration with HTTP clients (axios, got, node-fetch)
  • Memory-efficient processing of large documents
  • Data extraction patterns and best practices

Key Principles

  • Write clean, modular extraction functions
  • Use efficient selectors to minimize parsing overhead
  • Handle malformed HTML gracefully
  • Implement proper error handling for missing elements
  • Design reusable scraping utilities
  • Follow functional programming patterns where appropriate

Basic Setup

bash
npm install cheerio axios

Loading HTML

javascript
const cheerio = require('cheerio');const axios = require('axios');
// Load from stringconst $ = cheerio.load('<html><body><h1>Hello</h1></body></html>');
// Load with optionsconst $ = cheerio.load(html, {  xmlMode: false,           // Parse as XML  decodeEntities: true,     // Decode HTML entities  lowerCaseTags: false,     // Keep tag case  lowerCaseAttributeNames: false});
// Fetch and parseasync function fetchAndParse(url) {  const response = await axios.get(url);  return cheerio.load(response.data);}

Selecting Elements

CSS Selectors

javascript
// By tag$('h1')
// By class$('.article')
// By ID$('#main-content')
// By attribute$('[data-id="123"]')$('a[href^="https://"]')  // Starts with$('a[href$=".pdf"]')      // Ends with$('a[href*="example"]')   // Contains
// Combinations$('div.article > h2')     // Direct child$('div.article h2')       // Any descendant$('h2 + p')               // Adjacent sibling$('h2 ~ p')               // General sibling
// Pseudo-selectors$('li:first-child')$('li:last-child')$('li:nth-child(2)')$('li:nth-child(odd)')$('tr:even')$('input:not([type="hidden"])')$('p:contains("specific text")')

Multiple Selectors

javascript
// Select multiple types$('h1, h2, h3')
// Chain selections$('.article').find('.title')

Extracting Data

Text Content

javascript
// Get text (includes child text)const text = $('h1').text();
// Get trimmed textconst text = $('h1').text().trim();
// Get HTMLconst html = $('div.content').html();
// Get outer HTMLconst outerHtml = $.html($('div.content'));

Attributes

javascript
// Get attributeconst href = $('a').attr('href');const src = $('img').attr('src');
// Get data attributesconst id = $('div').data('id');  // data-id attribute
// Check if attribute existsconst hasClass = $('div').hasClass('active');

Multiple Elements

javascript
// Iterate with eachconst items = [];$('.product').each((index, element) => {  items.push({    name: $(element).find('.name').text().trim(),    price: $(element).find('.price').text().trim(),    url: $(element).find('a').attr('href')  });});
// Map to arrayconst titles = $('h2').map((i, el) => $(el).text()).get();
// Filter elementsconst featured = $('.product').filter('.featured');
// First/Lastconst first = $('li').first();const last = $('li').last();
// Get by indexconst third = $('li').eq(2);

DOM Traversal

Navigation

javascript
// Parent$('span').parent()$('span').parents()          // All ancestors$('span').parents('.container')  // Specific ancestor$('span').closest('.wrapper')    // Nearest ancestor matching selector
// Children$('ul').children()           // Direct children$('ul').children('li.active') // Filtered children$('div').contents()          // Including text nodes
// Siblings$('li').siblings()$('li').next()$('li').nextAll()$('li').prev()$('li').prevAll()

Filtering

javascript
// Filter by selector$('li').filter('.active')
// Filter by function$('li').filter((i, el) => $(el).data('price') > 100)
// Find within selection$('.article').find('img')
// Check conditions$('li').is('.active')  // Returns boolean$('li').has('span')    // Has descendant matching selector

Data Extraction Patterns

Table Extraction

javascript
function extractTable(tableSelector) {  const $ = this;  const headers = [];  const rows = [];
  // Get headers  $(tableSelector).find('th').each((i, el) => {    headers.push($(el).text().trim());  });
  // Get rows  $(tableSelector).find('tbody tr').each((i, row) => {    const rowData = {};    $(row).find('td').each((j, cell) => {      rowData[headers[j]] = $(cell).text().trim();    });    rows.push(rowData);  });
  return rows;}

List Extraction

javascript
function extractList(selector, itemExtractor) {  return $(selector).map((i, el) => itemExtractor($(el))).get();}
// Usageconst products = extractList('.product', ($el) => ({  name: $el.find('.name').text().trim(),  price: parseFloat($el.find('.price').text().replace('$', '')),  image: $el.find('img').attr('src'),  link: $el.find('a').attr('href')}));

Pagination Links

javascript
function extractPaginationLinks() {  return $('.pagination a')    .map((i, el) => $(el).attr('href'))    .get()    .filter(href => href && !href.includes('#'));}

Handling Missing Data

javascript
// Safe extraction with defaultsfunction safeText(selector, defaultValue = '') {  const el = $(selector);  return el.length ? el.text().trim() : defaultValue;}
function safeAttr(selector, attr, defaultValue = null) {  const el = $(selector);  return el.length ? el.attr(attr) : defaultValue;}
// Optional chaining patternconst price = $('.price').first().text()?.trim() || 'N/A';

URL Resolution

javascript
const { URL } = require('url');
function resolveUrl(baseUrl, relativeUrl) {  if (!relativeUrl) return null;  try {    return new URL(relativeUrl, baseUrl).href;  } catch {    return relativeUrl;  }}
// Usageconst baseUrl = 'https://example.com/products/';$('a').each((i, el) => {  const href = $(el).attr('href');  const absoluteUrl = resolveUrl(baseUrl, href);  console.log(absoluteUrl);});

Performance Optimization

javascript
// Cache selectionsconst $products = $('.product');$products.each((i, el) => {  const $product = $(el);  // Wrap once  // Use $product multiple times});
// Limit parsing scopeconst $article = $('.article');const title = $article.find('.title').text();  // Searches only within article
// Use specific selectors// Good$('div.product > h2.title')// Less efficient$('div').find('.product').find('h2').filter('.title')

Complete Scraping Example

javascript
const cheerio = require('cheerio');const axios = require('axios');
async function scrapeProducts(url) {  const response = await axios.get(url, {    headers: {      'User-Agent': 'Mozilla/5.0 (compatible; MyScraper/1.0)'    }  });
  const $ = cheerio.load(response.data);  const products = [];
  $('.product-card').each((index, element) => {    const $el = $(element);
    products.push({      name: $el.find('.product-title').text().trim(),      price: parseFloat(        $el.find('.price').text().replace(/[^0-9.]/g, '')      ),      rating: parseFloat($el.find('.rating').attr('data-rating')) || null,      image: $el.find('img').attr('src'),      url: new URL($el.find('a').attr('href'), url).href,      inStock: !$el.find('.out-of-stock').length    });  });
  return products;}
// With error handlingasync function safeScrape(url) {  try {    return await scrapeProducts(url);  } catch (error) {    console.error(`Failed to scrape ${url}:`, error.message);    return [];  }}

Key Dependencies

  • cheerio
  • axios (HTTP client)
  • got (alternative HTTP client)
  • node-fetch (fetch API for Node.js)
  • p-limit (concurrency control)

Best Practices

  1. Always handle missing elements gracefully
  2. Use specific selectors for better performance
  3. Cache jQuery-wrapped elements when reusing
  4. Normalize extracted text (trim whitespace)
  5. Resolve relative URLs to absolute
  6. Validate extracted data types
  7. Implement rate limiting when scraping multiple pages
  8. Use appropriate User-Agent headers
  9. Handle character encoding issues
  10. Log extraction failures for debugging

Source and attribution

Source:mindrally/skillsincheerio-parsingat commit9718410

License: No license

Content belongs to its original authors. SourceWeft indexes it from a public repository.

Report or request removal

Cheerio Parsing Agent Skill | SourceWeft