AI Insights
Anshumaan Garg, Dolly Sharma · 2025
As per the ongoing trend, it is of immense importance that opinion-based analysis and sentiment of people on social media should be realised and be given priorities because it is one of the keys for businesses to grow and make profit and help political parties to analyse public sentiment. Using AI in an ethical manner can practically demonstrate the scaling of businesses, volume of profits and veracity of data which ensures the consistent and trustworthy use of AI. Our sentiments and opinions are the key factors which influence us and on the basis of which we take our decisions. For analysing the sentiments of people through the posts on social media handle is a relatively complex task because it needs timely updating so that accuracy scores can be high while analysing posts by people on social media. Create an interactive website to collect and display information on a specific topic. Enable users to publicly comment on the issue and provide real-time awareness of the public sentiments surrounding it. For sentiment analysis of tweets, start by installing Python libraries such as “pip install vader.” Choose a code editor like Visual Studio Code for efficient programming. Utilize commands to navigate datasets and execute analysis scripts, employing tools like “python script.py” for execution. Adopt Django's Model-View-Template (MVT) architecture to structure the sentiment analysis project, organizing data models, views, and templates for seamless development. This approach facilitates the extraction and interpretation of sentiments from tweets, enhancing the understanding of public opinions. The results show the ongoing public sentiment regarding any specific scenario and can explicitly be used to prevent any kind of fake or fraudulent information on the digital media. AI and its use in an ethical manner can immensely augment the capabilities of tools used for analysing and evaluating the present sentiment of the general public regarding that topic.