Python with a few lines, you can make a linear regression analysis.
Linear regression equation, mathematical statistics regression analysis to determine the quantitative relationship between two or more interdependent variables. In fact, the equation is a middle school math curriculum. This method is known by the data estimation future data, generally not easy to swallow. To know the future there are many variables. But recently, the new crown virus, use this method to predict the number of possible future disease, but also had to wonder this equation, also can learn from.
According to the British case Python analysis of data, we estimated the death toll would double basic every three days. Look at the table and, consequently, the number of new British crown virus died soon thousands of people. We want to take various measures to control this trend as soon as possible.
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| date |
death toll |
The number doubled every three days forecast |
| 19/03/2020 |
144 |
144 |
| 20/03/2020 |
177 |
|
| 21/03/2020 |
233 |
|
| 22/03/2020 |
281 |
288 |
| 23/03/2020 |
335 |
|
| 24/03/2020 |
422 |
|
| 25/03/2020 |
463 |
576 |
| 26/03/2020 |
578 |
|
| 27/03/2020 |
759 |
|
| 28/03/2020 |
1,019 |
1152 |
| 29/03/2020 |
1,228 |
|
| 30/03/2020 |
1,408 |
|
| 31/03/2020 |
1,789 |
2304 |
| 01/04/2020 |
2,352 |
|
| 02/04/2020 |
2,921 |
|
| 03/04/2020 |
3,605 |
4608 |
| 04/04/2020 |
4,313 |
|
|
|
|
|
|
|
|
9216 |