Convert MediaWiki to Text

Why Convert MediaWiki to Plain Text?

Converting MediaWiki markup to plain text strips away all wiki formatting syntax to produce clean, readable content. This is essential when you need the textual content of wiki pages without the clutter of markup characters like equals signs, apostrophes, brackets, and curly braces. The resulting plain text is easier to read, process, search, and use in contexts where wiki markup is inappropriate or distracting.

MediaWiki markup, while powerful for wiki platforms, creates visual noise when read as raw text. Characters like == for headings, ''' for bold, [[ ]] for links, and the complex table syntax make it difficult to read the actual content. Converting to plain text removes all of this markup overhead, extracting just the human-readable content with clean paragraph breaks, simple list formatting, and clear heading structure using whitespace and line breaks.

Plain text is the most universally compatible format in computing. Every operating system, text editor, programming language, and device can read plain text files. This makes the converted content immediately accessible for text processing, natural language analysis, search indexing, email content, clipboard pasting, data extraction, and any other purpose where pure content is needed without formatting overhead.

This conversion is valuable for content migration, data mining, text analysis, archiving, and accessibility. Researchers extract plain text from Wikipedia articles for corpus analysis. Content managers strip wiki markup before migrating text to new platforms. Developers use plain text extraction to feed wiki content into search engines, chatbots, or machine learning pipelines. The simplicity of plain text ensures maximum compatibility and usability across all systems.

Key Benefits of Converting MediaWiki to Plain Text:

• Clean Content: Remove all wiki markup clutter for pure readable text
• Universal Access: Plain text opens on every device and operating system
• Text Processing: Ready for NLP, search indexing, and data analysis
• Smallest Size: No formatting overhead means minimal file size
• Copy-Paste Ready: Clean text suitable for pasting anywhere
• No Dependencies: No special software or parsers required
• Archival Stability: Plain text files remain readable indefinitely

Practical Examples

Example 1: Wiki Article to Clean Text

Input MediaWiki file (article.wiki):

== Artificial Intelligence ==

'''Artificial intelligence''' ('''AI''') is [[intelligence]]
demonstrated by [[machine]]s, as opposed to the natural
intelligence of [[animal]]s and [[human]]s.

=== History ===
The field of AI research was founded at the
[[Dartmouth workshop]] in '''1956'''.

{{Main|History of artificial intelligence}}

=== Applications ===
* [[Natural language processing]]
* [[Computer vision]]
* [[Robotics]]

[[Category:Computer science]]
[[Category:Artificial intelligence]]

Output text file (article.txt):

Artificial Intelligence

Artificial intelligence (AI) is intelligence
demonstrated by machines, as opposed to the natural
intelligence of animals and humans.

History

The field of AI research was founded at the
Dartmouth workshop in 1956.

Applications

- Natural language processing
- Computer vision
- Robotics

Example 2: Wiki Table to Plain Text

Input MediaWiki file (comparison.wiki):

== Programming Languages ==

{| class="wikitable sortable"
|-
! Language !! Year !! Creator !! Paradigm
|-
| [[Python (programming language)|Python]] || 1991 || Guido van Rossum || Multi-paradigm
|-
| [[JavaScript]] || 1995 || Brendan Eich || Multi-paradigm
|-
| [[Rust (programming language)|Rust]] || 2010 || Graydon Hoare || Systems
|}

''Source: [[Wikipedia]]''

Output text file (comparison.txt):

Programming Languages

Language    Year    Creator             Paradigm
Python      1991    Guido van Rossum    Multi-paradigm
JavaScript  1995    Brendan Eich        Multi-paradigm
Rust        2010    Graydon Hoare       Systems

Source: Wikipedia

Example 3: Complex Wiki Page to Text

Input MediaWiki file (recipe.wiki):

== Classic Chocolate Cake ==
{{Infobox recipe
| servings = 12
| prep_time = 20 minutes
| cook_time = 35 minutes
}}

=== Ingredients ===
* 2 cups '''all-purpose flour'''
* 1 cup '''cocoa powder'''
* 1.5 cups [[sugar]]
* 2 [[Egg (food)|eggs]]

=== Instructions ===
# Preheat oven to ''350°F''
# Mix dry ingredients
# Add wet ingredients
# Bake for '''35 minutes'''

Adapted from classic recipes

Output text file (recipe.txt):

Classic Chocolate Cake

Servings: 12
Prep time: 20 minutes
Cook time: 35 minutes

Ingredients

- 2 cups all-purpose flour
- 1 cup cocoa powder
- 1.5 cups sugar
- 2 eggs

Instructions

1. Preheat oven to 350 degrees F
2. Mix dry ingredients
3. Add wet ingredients
4. Bake for 35 minutes

Frequently Asked Questions (FAQ)

Q: What exactly is stripped during conversion?

A: All MediaWiki markup syntax is removed: equals signs around headings, triple apostrophes for bold, double apostrophes for italic, double brackets for links (preserving the display text), template calls, category tags, reference tags, HTML tags, and table markup characters. The result is clean, readable text with only the content preserved, using whitespace and line breaks for structure.

Q: How are wiki headings represented in plain text?

A: Wiki headings (== Heading ==) are converted to plain text with the equals signs removed. The heading text is preserved on its own line, often with a blank line before and after for visual separation. The heading hierarchy is maintained through consistent spacing, making the document structure clear even without formatting markup.

Q: What happens to wiki links?

A: Internal wiki links ([[Page Name|Display Text]]) are replaced with just the display text. If no display text is specified, the page name is used. External links ([https://example.com Example]) are converted to either just the link text or the URL depending on your preference. The goal is to preserve the readable content while removing the linking syntax.

Q: How are wiki tables handled in plain text?

A: Wiki tables are converted to text-based representations using spaces or tabs for column alignment. Header cells and data cells are arranged in aligned columns, making the tabular data readable even without formatting. For very wide tables, content may be presented in a list format with key-value pairs to avoid awkward line wrapping in the plain text output.

Q: Can I use the output for text analysis or NLP?

A: Absolutely! Converting wiki content to plain text is one of the most common preprocessing steps for natural language processing, corpus building, and text analysis. The clean text output is ready for tokenization, sentiment analysis, topic modeling, machine learning training data, search indexing, and any other text processing workflow.

Q: What encoding does the output use?

A: The output uses UTF-8 encoding by default, which supports all Unicode characters including international scripts, special symbols, and mathematical notation. UTF-8 is the standard encoding for web content and is universally supported across modern operating systems, text editors, and programming languages.

Q: How are templates and categories handled?

A: Template calls are either expanded to their parameter values or removed entirely, depending on the template type. Infobox templates have their key-value parameters extracted and formatted as plain text. Navigation and formatting templates are typically removed. Category tags at the end of wiki pages are stripped since they are metadata rather than content.

Q: Is plain text suitable for document archiving?

A: Plain text is one of the best formats for long-term archiving. It has no dependencies on specific software, will never become obsolete, and will always be readable on any computing device. However, it loses all formatting and structure beyond basic text. For archives that need to preserve formatting, consider PDF/A. For archives where pure content matters, plain text is the most durable and reliable choice available.