Table 12 The polarity frequency of the tweets over the years 2010–2020
| Â | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Using TextBlob | ||||||||||||
Positive | 11 | 18 | 8 | 5 | 23 | 37 | 198 | 323 | 345 | 196 | 122 | 1286 |
Negative | 10 | 9 | 1 | 3 | 3 | 4 | 61 | 19 | 32 | 14 | 39 | 195 |
Neutral | 62 | 7 | 6 | 3 | 9 | 46 | 385 | 480 | 237 | 276 | 249 | 1760 |
Using VADER | ||||||||||||
Positive | 5 | 23 | 6 | 5 | 12 | 43 | 210 | 267 | 318 | 343 | 299 | 1531 |
Negative | 68 | 0 | 0 | 0 | 6 | 4 | 36 | 31 | 23 | 15 | 15 | 198 |
Neutral | 10 | 11 | 9 | 6 | 17 | 40 | 398 | 524 | 273 | 128 | 96 | 1512 |