In: Statistics and Probability
create a data set of one dependent variable and 3 independent variables from statistics Canada related to COVID-19 (could be anything)
IV = One-Week Supply of Hand Sanitizer, Ventilator Dependent Unit, Staff Total Confirmed COVID-19
DV = Total Number of Occupied Beds
The data set is:
| 
 County  | 
 One-Week Supply of Hand Sanitizer  | 
 Ventilator Dependent Unit  | 
 Staff Total Confirmed COVID-19  | 
 Total Number of Occupied Beds  | 
| 
 Muscatine  | 
 Y  | 
 N  | 
 0  | 
 38  | 
| 
 Ware  | 
 Y  | 
 N  | 
 16  | 
 192  | 
| 
 Cook  | 
 Y  | 
 N  | 
 1  | 
 49  | 
| 
 Cobb  | 
 Y  | 
 N  | 
 10  | 
 81  | 
| 
 Winnebago  | 
 N  | 
 N  | 
 0  | 
 45  | 
| 
 Seward  | 
 Y  | 
 N  | 
 1  | 
 31  | 
| 
 Cowley  | 
 Y  | 
 N  | 
 0  | 
 48  | 
| 
 Monroe  | 
 Y  | 
 N  | 
 8  | 
 90  | 
| 
 Indian River  | 
 Y  | 
 N  | 
 0  | 
 17  | 
| 
 Delaware  | 
 Y  | 
 N  | 
 0  | 
 100  | 
| 
 Sedgwick  | 
 N  | 
 N  | 
 0  | 
 37  | 
| 
 Riley  | 
 Y  | 
 N  | 
 0  | 
 46  | 
| 
 Cook  | 
 Y  | 
 N  | 
 9  | 
 98  | 
| 
 Cook  | 
 Y  | 
 N  | 
 23  | 
 72  | 
| 
 Randolph  | 
 Y  | 
 N  | 
 2  | 
 66  | 
| 
 DuPage  | 
 Y  | 
 N  | 
 7  | 
 65  | 
| 
 Henry  | 
 Y  | 
 N  | 
 0  | 
 28  | 
| 
 Lawrence  | 
 Y  | 
 N  | 
 7  | 
 45  | 
| 
 Floyd  | 
 Y  | 
 N  | 
 1  | 
 13  | 
| 
 Union  | 
 Y  | 
 N  | 
 0  | 
 58  | 
| 
 Bryan  | 
 Y  | 
 N  | 
 1  | 
 71  | 
| 
 Cook  | 
 Y  | 
 N  | 
 13  | 
 31  | 
| 
 Hawaii  | 
 Y  | 
 N  | 
 0  | 
 226  | 
| 
 Iowa  | 
 Y  | 
 N  | 
 0  | 
 44  | 
| 
 Cook  | 
 Y  | 
 Y  | 
 19  | 
 51  | 
| 
 Whiteside  | 
 Y  | 
 N  | 
 6  | 
 58  | 
| 
 Wilkinson  | 
 Y  | 
 N  | 
 13  | 
 45  | 
| 
 Spalding  | 
 Y  | 
 N  | 
 0  | 
 59  | 
| 
 Sedgwick  | 
 Y  | 
 N  | 
 0  | 
 105  | 
| 
 Effingham  | 
 Y  | 
 N  | 
 0  | 
 59  | 
| 
 Cook  | 
 Y  | 
 N  | 
 4  | 
 214  | 
| 
 Newton  | 
 N  | 
 N  | 
 1  | 
 140  | 
| 
 Fayette  | 
 Y  | 
 N  | 
 0  | 
 87  | 
| 
 Bibb  | 
 Y  | 
 N  | 
 2  | 
 87  | 
| 
 St. Clair  | 
 Y  | 
 N  | 
 2  | 
 55  | 
| 
 Leavenworth  | 
 Y  | 
 N  | 
 0  | 
 43  | 
| 
 Dickinson  | 
 Y  | 
 N  | 
 0  | 
 61  | 
| 
 Marion  | 
 Y  | 
 N  | 
 11  | 
 48  | 
| 
 Marion  | 
 Y  | 
 N  | 
 0  | 
 86  | 
| 
 Towns  | 
 Y  | 
 N  | 
 1  | 
 100  | 
| 
 Wayne  | 
 Y  | 
 N  | 
 0  | 
 63  | 
| 
 Finney  | 
 Y  | 
 N  | 
 1  | 
 52  | 
| 
 Cook  | 
 Y  | 
 N  | 
 1  | 
 198  | 
| 
 Appanoose  | 
 0  | 
 47  | 
||
| 
 DuPage  | 
 Y  | 
 N  | 
 4  | 
 66  | 
| 
 Henry  | 
 Y  | 
 N  | 
 0  | 
 30  | 
| 
 Winnebago  | 
 Y  | 
 Y  | 
 0  | 
 143  | 
| 
 Johnson  | 
 Y  | 
 N  | 
 0  | 
 161  | 
| 
 Fulton  | 
 Y  | 
 N  | 
 2  | 
 97  | 
| 
 Montgomery  | 
 Y  | 
 N  | 
 0  | 
 18  | 
| 
 Laurens  | 
 Y  | 
 N  | 
 0  | 
 82  | 
| 
 DeKalb  | 
 Y  | 
 N  | 
 23  | 
 71  | 
| 
 Richmond  | 
 Y  | 
 N  | 
 2  | 
 81  | 
| 
 Marion  | 
 Y  | 
 N  | 
 4  | 
 78  | 
| 
 Dallas  | 
 Y  | 
 N  | 
 0  | 
 38  | 
| 
 Allen  | 
 Y  | 
 N  | 
 0  | 
 99  | 
| 
 Colquitt  | 
 Y  | 
 N  | 
 0  | 
 81  | 
| 
 Randolph  | 
 N  | 
 N  | 
 2  | 
 61  | 
| 
 Wyandotte  | 
 Y  | 
 N  | 
 13  | 
 54  | 
| 
 Sedgwick  | 
 Y  | 
 N  | 
 0  | 
 36  | 
| 
 Benton  | 
 Y  | 
 N  | 
 0  | 
 34  | 
| 
 Madison  | 
 Y  | 
 N  | 
 0  | 
 71  | 
| 
 Iroquois  | 
 Y  | 
 N  | 
 0  | 
 59  | 
| 
 Cook  | 
 Y  | 
 N  | 
 9  | 
 53  | 
| 
 Cass  | 
 Y  | 
 N  | 
 0  | 
 33  | 
| 
 DuPage  | 
 Y  | 
 N  | 
 1  | 
 78  | 
| 
 Sangamon  | 
 Y  | 
 0  | 
 59  | 
|
| 
 Dooly  | 
 Y  | 
 N  | 
 15  | 
 67  | 
| 
 St. Clair  | 
 Y  | 
 N  | 
 13  | 
 102  | 
| 
 Knox  | 
 Y  | 
 N  | 
 0  | 
 55  | 
| 
 Fayette  | 
 Y  | 
 N  | 
 7  | 
 100  | 
| 
 Humboldt  | 
 Y  | 
 N  | 
 1  | 
 45  | 
| 
 Fayette  | 
 Y  | 
 N  | 
 18  | 
 66  | 
| 
 Woodbury  | 
 Y  | 
 N  | 
 3  | 
 67  | 
| 
 Cobb  | 
 Y  | 
 N  | 
 34  | 
 130  | 
| 
 Keokuk  | 
 Y  | 
 N  | 
 0  | 
 22  | 
| 
 McPherson  | 
 Y  | 
 N  | 
 0  | 
 76  | 
| 
 Bulloch  | 
 N  | 
 N  | 
 1  | 
 57  | 
| 
 Cook  | 
 Y  | 
 N  | 
 18  | 
 82  | 
| 
 Lake  | 
 Y  | 
 N  | 
 4  | 
 88  | 
| 
 Mahaska  | 
 Y  | 
 N  | 
 2  | 
 66  | 
| 
 Wayne  | 
 Y  | 
 N  | 
 4  | 
 58  | 
| 
 Cook  | 
 Y  | 
 N  | 
 2  | 
 73  | 
| 
 Muscogee  | 
 Y  | 
 N  | 
 4  | 
 81  | 
| 
 Dubuque  | 
 Y  | 
 N  | 
 1  | 
 93  | 
| 
 Cook  | 
 Y  | 
 N  | 
 10  | 
 150  | 
| 
 Wells  | 
 Y  | 
 N  | 
 1  | 
 37  | 
| 
 Johnson  | 
 Y  | 
 N  | 
 34  | 
 146  | 
| 
 Marshall  | 
 Y  | 
 N  | 
 0  | 
 59  | 
| 
 Adams  | 
 Y  | 
 N  | 
 0  | 
 121  | 
| 
 Douglas  | 
 Y  | 
 Y  | 
 4  | 
 187  | 
| 
 Cerro Gordo  | 
 N  | 
 N  | 
 0  | 
 63  | 
| 
 Cook  | 
 N  | 
 N  | 
 4  | 
 47  | 
| 
 DuPage  | 
 Y  | 
 N  | 
 7  | 
 278  | 
| 
 Tazewell  | 
 Y  | 
 N  | 
 0  | 
 32  | 
| 
 Johnson  | 
 Y  | 
 N  | 
 0  | 
 30  | 
| 
 Cook  | 
 Y  | 
 N  | 
 0  | 
 88  |