Research Article
[Retracted] Intelligent Forecasting of Air Quality and Pollution Prediction Using Machine Learning
Table 1
Meteorological and PM2.5 dataset analysis.
| Observed datasets (years) | Samples obtained (from and to, months) | Samples not obtained (from and to, months) | Total samples obtained 24 h per day | Mean of PM2.5 per year in μg/m3 | SD of PM2.5 per year |
| 2014 | 01-01-2014; 1:00 AM and 01-12-2014; 24:00 PM | Nil | 6360 | 258 | 119.3437 | 2015 | 01-01-2015; 1:00 AM and 01-12-2015; 24:00 PM | Nil | 7584 | 228 | 90.30255 | 2016 | 01-01-2016; 1:00 AM and 01-12-2016; 24:00 PM | Nil | 8136 | 229 | 107.5823 | 2017 | 01-01-2017; 1:00 AM and 01-12-2017; 24:00 PM | Nil | 8616 | 221 | 94.87083 | 2018 | Data of all months are available except for the 7th month | 01-07-2018; 1:00 AM and 31-07-2018; 24 PM | 7536 | 215 | 88.63759 | 2019 | 01-01-2016; 1:00 AM and 01-12-2016; 24:00 PM | Nil | 8664 | 261 | 92.81299 |
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