Replication data for: Reconciliation k-median: Clustering with non-polarized representatives

Dataset

Description

# Description
These files contain the data employed in the experiments described in Bruno Ordozgoiti and Aristides Gionis. 2019. Reconciliation k-median: Clustering with Non-Polarized Representatives. In Proceedings of the 2019 World Wide Web Conference (WWW’19), May 13–17, 2019, San Francisco, CA, USA.

Twitter ID's have been anonymized.

# Contents
domain_mentions.txt: Each line contains a domain name, a user ID and the number of times this user has mentioned this domain name in a tweet.
format: domain_name <TAB> user_id <TAB> mention_count

domains_ideology_score.txt: Domain names and their ideology score, estimated as described in (Lahoti et al. WSDM 2018). Note: missing scores can be retrieved from supplementary data in https://doi.org/10.1093/poq/nfw006
format: domain_name <TAB> ideology_score

follow_graph.txt: The Twitter follower graph. Each line contains a user id and the user id of one of its followers.
format: user_id <TAB> follower_user_id

representatives.txt: US Congress representatives, each with Twitter handle and polarity score computed using Barbera's method (Barbera, 2015).
format: rep_name <TAB> website_url <TAB> district <TAB> twitter_handle <TAB> party <TAB> barbera_polarity_score

user_polarity.txt: User ID's and polarity score computed using Barbera's method (Barbera, 2015).
format: user_id <TAB> barbera_polarity_score
Date made available2019
PublisherZenodo

Dataset Licences

  • CC-BY-4.0
  • Reconciliation k-median: Clustering with non-polarized representatives

    Ordozgoiti, B. & Gionis, A., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. ACM, p. 1387-1397 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Open Access
    File
    3 Citations (Scopus)
    226 Downloads (Pure)
  • Adaptive and intelligent data

    Gionis, A., Ordozgoiti Rubio, B., Zhang, G. & Muniyappa, S.

    01/01/201830/06/2022

    Project: Academy of Finland: Other research funding

  • Active knowledge discovery in graphs

    Gionis, A., Aslay, C., Zhang, G., Ordozgoiti Rubio, B. & Xiao, H.

    01/01/201831/12/2019

    Project: Academy of Finland: Other research funding

  • Network structure from group response

    Xiao, H., Gionis, A., Garimella, K., Vitale, F., Parotsidis, N., Zhang, G., Rozenshtein, P., Galbrun, E., Tatti, N., Scepanovic, S., Matakos, A. & Muniyappa, S.

    01/09/201531/08/2019

    Project: Academy of Finland: Other research funding

Cite this