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Stock Market Tweets Data

Citation Author(s):
Bruno
Taborda
Instituto Universitário de Lisboa (ISCTE-IUL), Lisbon, Portugal & Instituto Universitário de Lisboa (ISCTE-IUL), ISTAR, Lisbon, Portugal & CISUC - Center for Informatics and Systems of the University of Coimbra, Coimbra, Portugal
Ana
de Almeida
Instituto Universitário de Lisboa (ISCTE-IUL), Lisbon, Portugal & Instituto Universitário de Lisboa (ISCTE-IUL), ISTAR, Lisbon, Portugal & CISUC - Center for Informatics and Systems of the University of Coimbra, Coimbra, Portugal
José
Carlos Dias
Instituto Universitário de Lisboa (ISCTE-IUL), Lisbon, Portugal & Business Research Unit (BRU-IUL), Lisbon, Portugal
Fernando
Batista
Instituto Universitário de Lisboa (ISCTE-IUL), Lisbon, Portugal & INESC-ID, Lisbon, Portugal
Ricardo
Ribeiro
Instituto Universitário de Lisboa (ISCTE-IUL), Lisbon, Portugal & INESC-ID, Lisbon, Portugal
Submitted by:
Bruno Taborda
Last updated:
Thu, 05/13/2021 - 10:27
DOI:
10.21227/g8vy-5w61
Data Format:
Links:
License:
3.666665
3 ratings - Please login to submit your rating.

Abstract 

Twitter is one of the most popular social networks for sentiment analysis. This data set of tweets are related to the stock market. We collected 943,672 tweets between April 9 and July 16, 2020, using the S&P 500 tag (#SPX500), the references to the top 25 companies in the S&P 500 index, and the Bloomberg tag (#stocks). 1,300 out of the 943,672 tweets were manually annotated in positive, neutral, or negative classes. A second independent annotator reviewed the manually annotated tweets. This annotated data set can contribute to create new domain-specific lexicons or enrich some of the actual dictionaries. Researchers can train their supervised models using the annotated data set. Additionally, the full data set can be used for text mining and sentiment analysis related to the stock market.

Comments

Need for research

Submitted by Debjyoti Paul on Sun, 07/04/2021 - 01:02

Need for research !!

Submitted by Sean Lim on Wed, 12/08/2021 - 04:02

Needed for research

Submitted by Mahesh Bhat on Wed, 12/29/2021 - 19:25

Need for research

Submitted by CHUKWUJEKWU EZEMA on Tue, 03/15/2022 - 09:22

Need For Research

Submitted by Ahmad Sudrajad on Wed, 06/15/2022 - 20:55

Need your data set for research

Submitted by Sania Umer on Thu, 10/27/2022 - 00:55

Need For Research

Submitted by YI LI on Tue, 07/04/2023 - 18:41

Need for research

Submitted by Esra Melike Cakir on Sat, 10/28/2023 - 11:18

Needed for research

Submitted by Ruben Marzetti on Tue, 02/20/2024 - 01:45

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