Along with the rapid development of technology, various types of transportation have experienced increased innovation in shapes, colours, models, and even engines. However, one thing that needs special attention is the number of pollutants or emissions released by vehicles. One effort to reduce emissions is increasing the production of Battery-Based Electric Motorized Vehicles. Battery-based electric vehicles developed in Indonesia include electric cars and electric motorcycles. Among these types of electric vehicles, Indonesian society widely adopts electric motorcycles. However, sales of electric motorbikes were only 15 thousand units, lower than sales of petrol motorbikes which reached 5 million units. This study contributes to understanding further how the community responds to electric motorcycles in detail through sentiment analysis on social media data. Consumer acceptance of electric motorcycles can be seen from the numerous active Twitter users in Indonesia who provide positive and negative comments on the presence of electric motorcycles. Text information based on public comments in Indonesia via Twitter is collected using Sentiment Analysis in R Studio. Twitter comments will be classified into positive, negative, and neutral groups. The results show 63% positive, 21% unfavourable, and 14% neutral opinions. This condition means that Indonesian society accepts and has a supportive opinion of the presence of electric motorcycles. The government and entrepreneurs can use this information to create electric motorcycles that align with the community's preferences.


    Access

    Download


    Export, share and cite



    Title :

    Sentiment Analysis about Electric Motorbikes in Indonesia Using Twitter Data




    Publication date :

    2024




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    Unknown




    CASE FOR MOTORBIKES

    DOMENECH FONTANALS JORDI / AYALA GONZALEZ PERE / XICOLA SERRANO JAUME | European Patent Office | 2025

    Free access

    Dynamic behaviour of motorbikes

    Böhm, F. / Willumeit, H.P. | Tema Archive | 1996


    Dynamic Behaviour of Motorbikes

    Boehm, F. / Willumeit, H. P. / Advisory Group for Aerospace Research and Development et al. | British Library Conference Proceedings | 1996


    First time for motorbikes

    Calliano, Alberto | Online Contents | 2011


    A semi active suspension system for motorbikes

    Biancale,R. / Klotz,R. / Yuan,B. et al. | Automotive engineering | 2008