Please explain to me the following questions:

 

1. According to the attached results of sentiment analysis, how were the reactions (e.g. twitter's tweets) after the UN climate change conference (COP 26) in terms of energy transitions? It was the World Leaders Summit held in Glasgow, UK, 1 November 2021.

Reference: https://www.kaggle.com/datasets/dsci511g1/cop26-energy-transition-tweets

 

Please focus on the top words (positive and negative) and explain to me the backgrounds and reasons.

 

2. Please look at the 3rd attached file. Please explain to me regarding "clean (3 sentiments)" and "contentious (3 sentiments)." I would like to know the difference by sentiment and why.

 

3. While considering the results, what are the business applications and insights?

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4 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 line word 5 contentious 5 debate 5 tomorrow 5 congress 5 congress 5 worth 5 time 7 innovation 7 innovate 7 technology 7 innovation 8 feeling 8 feeling 8 feeling 8 feeling 8 feeling sentiment negative positive anticipation disgust trust positive anticipation positive positive positive positive anger anticipation disgust fear joy method NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC count 5881 22697 8131 1211 15652 22697 8131 22697 22697 22697 22697 2700 8131 1211 7134 6543 4 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 line word 5 contentious 5 debate 5 tomorrow 5 congress 5 congress 5 worth 5 time 7 innovation 7 innovate 7 technology 7 innovation 8 feeling 8 feeling 8 feeling 8 feeling 8 feeling sentiment negative positive anticipation disgust trust positive anticipation positive positive positive positive anger anticipation disgust fear joy method NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC NRC count 5881 22697 8131 1211 15652 22697 8131 22697 22697 22697 22697 2700 8131 1211 7134 6543