software . 2021

The TSL machine: parser, lemma analysis, sentiment analysis and autocoding for Telegram chats

Spitale, Giovanni; Germani, Federico; Biller-Andorno, Nikola;
Open Access English
  • Published: 28 Sep 2021
  • Publisher: Zenodo
Abstract
The purpose of this tool is performing NLP analysis on Telegram chats. Telegram chats can be exported as .json files from the official client, Telegram Desktop (v. 2.9.2.0). The files are parsed, the content is used to populate a message dataframe, which is then anonymized. <strong>The software calculates and displays the following information:</strong> user count (n of users, new users per day, removed users per day); message count (n and relative frequency of messages, messages per day); autocoded messages (anonymized message dataframe with code weights assigned to each message based on a customizable set of regex rules); prevalence of codes (n and relative fr...
Subjects
free text keywords: natural language processing, NLP, telegram, covid-19, social listening, green pass, vaccine, freedom, ethics
Communities
COVID-19
Digital Humanities and Cultural Heritage
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Zenodo
Software . 2021
Provider: Datacite
Zenodo
Software . 2021
Provider: Datacite
Zenodo
Software . 2021
Provider: Datacite
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