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April
{{monththisyear|4}} '''April''' (Apr.) is the fourth [[month]] of the [[year]] in the [[Julian calendar|Julian]] and [[Gregorian calendar]]s, and comes between [[March]] and [[May]]. It is one of four months to have 30 [[day]]s. April always begins on the same day of the week as [[July]], and additionally, [[January]]...
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August
{{monththisyear|8}} '''August''' (Aug.) is the eighth [[month]] of the [[year]] in the [[Gregorian calendar]], coming between [[July]] and [[September]]. It has 31 [[day]]s. It is named after the Roman emperor [[Augustus Caesar]]. August does not begin on the same day of the week as any other month in [[common year]]s...
6
Art
[[File:Pierre-Auguste_Renoir,_Le_Moulin_de_la_Galette.jpg|thumb|300x300px|A painting by [[Renoir]] is a work of art.]] '''Art''' is a creative activity. It produces a product, an object. '''Art''' is a diverse range of human activities in creating visual, performing subjects, and expressing the author's thoughts. The ...
8
A
{{A-Z}} [[File:A cursiva.gif|thumb|Writing "A" in cursive font.]] '''A''' is the first letter of the [[English language|English]] [[alphabet]]. The small letter, '''a''', is used as a lowercase [[vowel]].<ref>{{Cite book|title=The Oxford English Dictionary|url=https://archive.org/details/oxfordenglishdic01oxfo|date=19...
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Air
[[File:Kawasaki-Electric Fan.jpg|thumb|A [[wikt:fan|fan]] moves air.]] '''Air''' is the [[Earth]]'s [[atmosphere]]. Air is a [[mixture]] of many gases and tiny dust particles. It is the clear [[gas]] in which living things live and [[breathe]]. It has an indefinite shape and [[volume]]. It has [[mass]] and [[weight]],...
12
Autonomous communities of Spain
[[Spain]] is divided in 17 parts called '''autonomous communities'''. ''Autonomous'' means that each of these autonomous communities has its own [[executive (government)|executive]], [[legislative]], and [[judicial]] powers. These are similar to, but ''not'' the same as, states in the [[United States]] of America, for ...
13
Alan Turing
[[File:Alan Turing Memorial Closer.jpg|right|thumb|A [[statue]] of Alan Turing]] [[File:Bombe-rebuild.jpg|thumb|right|Turing had the idea of the 'bombe', a mechanical computer. Details were added by others, and it was built by a Post Office engineer. This is a rebuild of the original]] '''Alan Mathison Turing''' ([[Lo...
14
Alanis Morissette
{{Use mdy dates|date=October 2021}} {{Infobox musical artist | Name = Alanis Morissette | Img = Alaniss.jpg | Img_capt = | Background = solo_singer | Birth_name = Alanis Nadine Morissette | birth_date = {{birth date and age|1974|6|1}} | death_date = | Origin = [[Ottawa]], [[Ontario]]...
17
Adobe Illustrator
{{Use dmy dates|date=February 2018}} {{Infobox software | name = Adobe Illustrator | logo = Adobe Illustrator CC icon.svg | developer = [[Adobe Systems]] | released = {{Start date and age|df=yes|1987|03|19}} | latest release version = 28.4.1 | latest releas...
18
Andouille
[[File:Andouille.jpg|thumb]] [[File:Andouille-Scheiben.jpg|thumb]] '''Andouille''' is a type of [[pork]] [[sausage]]. It is spicy (hot in [[taste]]) and smoked. There are different kinds, all with different combinations of pork [[meat]], [[fat]], [[intestines]] (tubes going to the [[stomach]]), and [[tripe]] (the wall...
19
Farming
[[File:Maler der Grabkammer des Sennudem 001.jpg|thumb|250px|Farming in [[Ancient Egypt]]]] Farming is growing [[crops]] and keeping animals for [[food]] and [[Raw material|raw materials]]. Farming is a significant part of [[agriculture]]. ==History== [[File:Vavilov-centers updated.jpg|thumb |upright=1.35 |{{leftlegen...
21
Arithmetic
In [[mathematics]], '''arithmetic''' is the basic study of [[number]]s. The four basic arithmetic operations are [[Operation (mathematics)#Addition|addition]], [[Operation (mathematics)#Subtraction|subtraction]], [[Operation (mathematics)#Multiplication|multiplication]], and [[Operation (mathematics)#Division|division]...
22
Addition
{{redirect|Add|other articles with the same name|ADD (disambiguation)}} :''Not to be confused with [[building extension]]s which are also called additions.'' [[File:Addition.gif|thumb|220px|Addition]] In [[mathematics]], '''addition''', represented by the symbol <math>+</math>, is an operation which combines two mathe...
27
Australia
{{Use Australian English|date=July 2025}} {{Infobox country | conventional_long_name = Commonwealth of Australia | common_name = Australia | image_flag = Flag of Australia (converted).svg | alt_flag = A blue field with the union flag in the upper hoist quarter, a large white seven-p...
28
American English
{{See|List of countries by English-speaking population}} {{For|the dialect|American German}} {{Use American English}} {{Infobox language | name = American English | region = United States | speakers = 225 million, all varieties of English in the United States | date = 2010 cens...
30
Aquaculture
[[File:Delta Pride Catfish farm harvest.jpg|thumb|The Delta Pride Catfish farms.]] '''Aquaculture''' is the [[farming]] of [[fish]], [[shrimp]], abalones, [[algae]], and other [[seafood]]. Aquaculture supplies fish, such as [[catfish]], [[salmon]], and [[trout]]. It was developed a few thousand years ago in [[China]...
32
Abbreviation
An '''abbreviation''' is a shorter way to write a word or phrase. People use abbreviations for words that they write a lot. ==In English== The [[English language]] occasionally uses the [[apostrophe]] mark ' to show that a word is written in a shorter way, but some abbreviations do not use this mark. ===Borrowed L...
33
Angel
{{Other uses}}{{NPOV|date=September 2021}}{{Worldwide view needed|date=December 2014}} [[File:Bernhard Plockhorst - Schutzengel.jpg|thumb|right|225px|An angel watching over two children.]] [[File:Angelsatmamre-trinity-rublev-1410.jpg|thumb|right|225px|Three angels, in a picture made in about 1420 by the Russian, Andrej...
35
Ad hominem
'''Ad hominem''' is a [[Latin language|Latin]] word for a type of [[argument]]. It is a word often used in [[rhetoric]]. Rhetoric is the science of speaking well, and convincing other people of your [[idea]]s. Translated to English, ''ad hominem'' means ''against the person''. In other words, when someone makes an ad ...
37
Native American
{{Infobox ethnic group | group = Native Americans | image = File:Edward S. Curtis Collection People 013.jpg | image_caption = A picture of a man from the Gros Ventre tribe | total = 70 million + | total_year = <!-- year of total population --> | regions = <!-- for e.g....
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Check out the documentation for more information.

πŸ“š SimpleWiki Parquet Dataset

A clean, structured dataset derived from the Simple English Wikipedia dump, converted into Parquet format for efficient machine learning and data processing workflows.


🧠 Overview

This dataset contains Wikipedia articles extracted from the official Wikimedia dump and processed into a clean, training-ready format.


πŸ“¦ Dataset Structure

Column Type Description
id int64 Unique page ID
title string Article title
text string Full article text

βš™οΈ Processing Pipeline

The dataset was created using the following steps:

  1. Download official Wikipedia dump (pages-articles.xml.bz2)
  2. Stream parse XML (no full memory load)
  3. Extract:
    • Main namespace (articles only)
    • Latest revision only
  4. Clean:
    • Remove empty pages
    • Filter short/low-quality text
  5. Convert to Parquet using pyarrow

πŸš€ Usage

Load with πŸ€— Datasets

from datasets import load_dataset

dataset = load_dataset("your-username/simplewiki-parquet")
print(dataset["train"][0])

Load with Pandas

import pandas as pd

df = pd.read_parquet("wiki.parquet")
print(df.head())

πŸ“œ License

This dataset is derived from Wikipedia content and is licensed under:

πŸ‘‰ Creative Commons Attribution-ShareAlike 4.0 (CC BY-SA 4.0)

  • You may share, modify, and use commercially
  • You must provide attribution
  • You must use the same license for derivatives

This is required because Wikipedia content uses a copyleft license that enforces share-alike redistribution.


🧾 Attribution

This dataset includes content from:

Proper attribution example:

Content sourced from Wikipedia, licensed under CC BY-SA 4.0.


⚠️ Notes

  • This dataset does not include full edit history
  • Only latest revisions are included
  • Some articles may still contain markup or formatting artifacts
  • Dataset quality depends on Wikipedia content

πŸ”₯ Use Cases

  • LLM pretraining
  • Text embeddings
  • Semantic search
  • NLP research
  • Dataset experimentation (small-scale)

πŸ’€ Disclaimer

This dataset is provided as-is. Users are responsible for ensuring compliance with the CC BY-SA 4.0 license when redistributing or using derived works.


🧠 Credits

  • Wikimedia Foundation
  • Wikipedia contributors
  • Open-source tools: mwxml, pyarrow, pandas

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