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Changes in Twitter geolocations: Insights and suggestions for future usage

Kruspe, Anna and Häberle, Matthias and Hoffmann, Eike Jens and Rode-Hasinger, Samyo and Abdulahhad, Karam and Zhu, Xiao Xiang (2021) Changes in Twitter geolocations: Insights and suggestions for future usage. Association for Computational Linguistics. W-NUT: The Seventh Workshop on Noisy User-generated Text, 2021-11-07 - 2021-11-11, Punta Cana, Dominican Republic ONLINE. doi: 10.18653/v1/2021.wnut-1.24.

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Official URL: https://aclanthology.org/2021.wnut-1.24/

Abstract

Twitter data has become established as a valuable source of data for various application scenarios in the past years. For many such applications, it is necessary to know where Twitter posts (tweets) were sent from or what location they refer to. Researchers have frequently used exact coordinates provided in a small percentage of tweets, but Twitter removed the option to share these coordinates in mid-2019. Moreover, there is reason to suspect that a large share of the provided coordinates did not correspond to GPS coordinates of the user even before that. In this paper, we explain the situation and the 2019 policy change and shed light on the various options of still obtaining location information from tweets. We provide usage statistics including changes over time, and analyze what the removal of exact coordinates means for various common research tasks performed with Twitter data. Finally, we make suggestions for future research requiring geolocated tweets.

Item URL in elib:https://elib.dlr.de/145557/
Document Type:Conference or Workshop Item (Poster)
Title:Changes in Twitter geolocations: Insights and suggestions for future usage
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Kruspe, AnnaUNSPECIFIEDhttps://orcid.org/0000-0002-2041-9453UNSPECIFIED
Häberle, MatthiasUNSPECIFIEDhttps://orcid.org/0000-0001-9550-5252UNSPECIFIED
Hoffmann, Eike JensUNSPECIFIEDhttps://orcid.org/0000-0001-7702-0403UNSPECIFIED
Rode-Hasinger, SamyoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Abdulahhad, KaramUNSPECIFIEDhttps://orcid.org/0000-0002-0041-7047UNSPECIFIED
Zhu, Xiao XiangUNSPECIFIEDhttps://orcid.org/0000-0001-5530-3613UNSPECIFIED
Date:11 November 2021
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI:10.18653/v1/2021.wnut-1.24
Page Range:pp. 212-221
Publisher:Association for Computational Linguistics
Status:Published
Keywords:Twitter geolocation, precise location tweets, poi tweets
Event Title:W-NUT: The Seventh Workshop on Noisy User-generated Text
Event Location:Punta Cana, Dominican Republic ONLINE
Event Type:international Conference
Event Start Date:7 November 2021
Event End Date:11 November 2021
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Remote Sensing and Geo Research, R - Artificial Intelligence
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute > EO Data Science
Deposited By: Abdulahhad, Dr. Karam
Deposited On:17 Nov 2021 10:04
Last Modified:24 Apr 2024 20:44

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