2021

Permanent URI for this collection

https://escholar.umt.edu.pk/handle/123456789/4100

Browse

Browsing 2021 by Author "MUHAMMAD WASEEM TARIQ"

Now showing 1 - 1 of 1
  • Thumbnail Image
    Item
    CONTRASTIVE STUDY OF BEHAVIOR VIA TWEETS BY FIRST AND SECOND WAVE (COVID-19) ON A NOVEL DATASET
    (UMT.Lahore, 2021) MUHAMMAD WASEEM TARIQ
    Nowadays, recognizing sentiments of the people become a foremost challenge. To address this issue researchers conducts sentiment analysis in different domains. Social channels like twitter provide essential information for emotional analysis. In modern era, researcher perform behavior analysis by means of data sciences. In this thesis, sentiment analysis has been performed on tweets related to COVID-19. Our aim is to analysis two phases of coronavirus, targeted date are 1st April to 30th June for the 1st wave and 20th Oct to 20th Dec for the 2nd wave. The BERT model is utilized to process the data set. The key goal of this study to provided contrastive analysis among both phases. The results shows in comparison to the second, the first wave with elevated tweet frequency and the results reveal that as the time passes negativity increases.