📗 Wikipedia Data Scraper

Extract tables from any Wikipedia page as clean JSON. Supports wikitable, infobox, sortable, and various Wikipedia table layouts.

Features

• Table extraction — wikitable, infobox, sortable, toccolours, plain tables
• colspan/rowspan — merged cells properly replicated
• Page metadata — categories, short description, last-modified, infobox key-values
• Section context — nearest h2/h3 heading for each table
• Link extraction — href links from anchor elements within cells
• Multiple tables — extract one or all tables on a page
• Dict or array — column-header keys or positional col0/col1 format

Sample output

{
  "page": "https://en.wikipedia.org/wiki/List_of_largest_companies_by_revenue",
  "title": "List of largest companies by revenue - Wikipedia",
  "tablesFound": 3,
  "totalRows": 5,
  "metadata": {
    "categories": ["Lists of companies by revenue", "Economic lists"],
    "description": "Wikimedia list article"
  },
  "tables": [
    {
      "tableIndex": 0,
      "tableType": "data",
      "section": "2024 list",
      "headers": ["rank", "company", "country"],
      "count": 5,
      "rows": [
        {"_rowNumber": 1, "rank": "1", "company": "Walmart", "country": "United States", "url": "https://en.wikipedia.org/wiki/List_of_largest_companies_by_revenue"},
        {"_rowNumber": 2, "rank": "2", "company": "Saudi Aramco", "country": "Saudi Arabia", "url": "https://en.wikipedia.org/wiki/List_of_largest_companies_by_revenue"}
      ]
    }
  ]
}

Input

Field	Type	Default	Description
pageUrl	string	List of largest companies	Full Wikipedia URL
tableIndex	integer	0	Which table (0 = first)
maxResults	integer	20	Max rows per table
outputFormat	string	dict	dict (headers as keys) or array
includeHeader	boolean	false	Include header row?
allTables	boolean	false	Extract all tables?
extractMetadata	boolean	true	Page categories, description, infobox, last-modified
includeLinks	boolean	false	Extract href links from anchor elements
sectionContext	boolean	false	Include nearest h2/h3 heading per table

Pricing

$0.001 per result ($0.50 per 1k rows).