Table 1: Example of final data (random 5% subset from 395 records total) with appended external data after preprocessing and manipulation stages.
Date |
Mobility Index |
Restriction |
Cases |
Deaths |
State |
2020-04-23 |
3.094429 |
1 |
1945 |
104 |
California |
2020-03-11 |
15.197200 |
0 |
5 |
0 |
Texas |
2020-04-09 |
3.085364 |
1 |
1128 |
48 |
Florida |
2020-03-13 |
19.293300 |
0 |
17 |
0 |
Texas |
2020-04-21 |
8.616700 |
1 |
774 |
27 |
Texas |
2020-04-10 |
3.462533 |
1 |
1142 |
48 |
Florida |
2020-03-25 |
5.687200 |
1 |
510 |
3 |
Florida |
2020-04-22 |
1.142000 |
1 |
5713 |
661 |
New York |
2020-03-25 |
0.541833 |
1 |
276 |
4 |
Pennsylvania |
2020-04-05 |
0.064750 |
1 |
1388 |
28 |
California |
2020-04-15 |
6.579100 |
1 |
996 |
26 |
Texas |
2020-03-10 |
5.646600 |
0 |
5 |
0 |
Pennsylvania |
2020-04-23 |
6.227700 |
1 |
1072 |
60 |
Florida |
2020-04-24 |
10.093500 |
1 |
777 |
27 |
Texas |
2020-04-12 |
1.331300 |
1 |
435 |
24 |
Texas |
2020-03-14 |
11.411000 |
0 |
26 |
3 |
Florida |
2020-03-17 |
3.032273 |
0 |
33 |
0 |
Pennsylvania |