Wikipedia Talk Pages Corpus

A collection of conversations from Wikipedia editor’s talk pages, with metadata.

Distributed together with: Echoes of power: Language effects and power differences in social interaction. Cristian Danescu-Niculescu-Mizil, Lillian Lee, Bo Pang, and Jon Kleinberg. WWW 2012.

Dataset details

Speaker-level information

Speakers in this dataset are Wikipedia editors; their account names are taken as the speaker names. Additional information include:

  • is-admin: whether the speaker is an admin
  • gender: gender of the speaker
  • edit-count: total number of edits the speaker has made

Utterance-level information

For each utterance, we provide:

  • id: index of the utterance
  • speaker: the speaker who author the utterance
  • conversation_id: id of the first utterance in the conversation this utterance belongs to
  • reply_to: id of the utterance to which this utterance replies to (None if the utterance is not a reply)
  • timestamp: time of the utterance
  • text: textual content of the utterance

Metadata for each utterance include:

  • is-admin: whether the utterance is from an admin
  • parsed: parsed version of the utterance text, represented as a SpaCy Doc


To download directly with ConvoKit:

>>> from convokit import Corpus, download
>>> corpus = Corpus(filename=download("wiki-corpus"))

For some quick stats:

>>> corpus.print_summary_stats()
Number of Speakers: 38462
Number of Utterances: 391294
Number of Conversations: 125292

Additional notes

Data License

This dataset is governed by the CC BY license v4.0. Copyright (C) 2017-2020 The ConvoKit Developers.


Please email any questions to: (Cristian Danescu-Niculescu-Mizil)