What Preocupies The Mind of the Americans? : Sentiment Analysis, USA and Canada( 2014-2023)
Gbenga Akinyemi
Data Analyst |Text Analytics(NLP, Natural Language Processing)|Accounting & Finance| HR-Data Analyst| HR |Research |
This analysis buttresses the fact that the preoccupation of the US for the period under analysis was 'new'. It appeared that Americans were more concerned about how to move to achieve a new state of phase. That is, between 2014 and 2023, America was concerned more about achieving the 'next stage of things'. It could underscore the desire to get new material things such as 'new houses', and 'new cars'. It could also indicate a new state of personal affairs such as a 'new job',' new wife', etc. While Canada during the period of review cared more about their lives and survival. This could imply a parallel between the Canadian healthcare system and the people.
The Most Prominent Social Media Platform:
When it appears that the analysis tilted towards positive sentiment polarity, Instagram seems to be the most popular social media platform where the Americans–USA and Canada– expressed their emotions and sentiments under the period of analysis, 2014 to 2023. This was followed by Facebook and then Twitter. The reason for this is easily explainable: Instagram is associated with positivism in emotion. It is a platform where people often share beautiful moments, expressed in pictures and videos.
However, data and research have consistently projected Twitter to be the most paramount social media platform where users discuss globally to express both polarities( positive and negative) of emotions and sentiments.
See the detailed analysis here.
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10 个月Wow, this is fascinating! ?? I love how you're diving into #sentimentanalysis and exploring #emotions and #Sentimentpolarity across different regions. The use of #visualizations to understand #socialmedia sentiments in the USA and Canada is definitely a game-changer. Can't wait to see the insights you uncover from this data! ???? Keep up the amazing work! My recent article on Sentiment analysis and marketing audience segmentation for better targeting - IPL and JioCinema's "jio dhan dhana dhan contest" check it out! https://www.dhirubhai.net/pulse/decoding-emotional-tapestry-ipl-marketing-plutchik-perspective-khan-mor4c%3FtrackingId=1Jl4hdJWTNKBh0A8qpvbkw%253D%253D/?trackingId=1Jl4hdJWTNKBh0A8qpvbkw%3D%3D