franchise-data-2.xlsx
given
| sales | sqft | inventory | advertising | competing |
| 231,000 | 3,000 | 294,000 | 8,200 | 11 |
| 156,000 | 2,200 | 232,000 | 6,900 | 12 |
| 10,000 | 500 | 149,000 | 3,000 | 15 |
| 519,000 | 5,500 | 600,000 | 12,000 | 1 |
| 437,000 | 4,400 | 567,000 | 10,600 | 5 |
| 487,000 | 4,800 | 571,000 | 11,800 | 4 |
| 299,000 | 3,100 | 512,000 | 8,100 | 10 |
| 195,000 | 2,500 | 347,000 | 7,700 | 12 |
| 20,000 | 1,200 | 212,000 | 3,300 | 15 |
| 68,000 | 600 | 102,000 | 4,900 | 8 |
| 570,000 | 5,400 | 788,000 | 17,400 | 1 |
| 428,000 | 4,200 | 577,000 | 10,500 | 7 |
| 464,000 | 4,700 | 535,000 | 11,300 | 3 |
| 15,000 | 600 | 163,000 | 2,500 | 14 |
| 65,000 | 1,200 | 168,000 | 4,700 | 11 |
| 98,000 | 1,600 | 151,000 | 4,600 | 10 |
| 398,000 | 4,300 | 342,000 | 5,500 | 4 |
| 161,000 | 2,600 | 196,000 | 7,200 | 13 |
| 397,000 | 3,800 | 453,000 | 10,400 | 7 |
| 497,000 | 5,300 | 518,000 | 11,500 | 1 |
| 528,000 | 5,600 | 615,000 | 12,300 | 0 |
| 99,000 | 800 | 278,000 | 2,800 | 14 |
| 500 | 1,100 | 142,000 | 3,100 | 12 |
| 347,000 | 3,600 | 461,000 | 9,600 | 6 |
| 341,000 | 3,500 | 382,000 | 9,800 | 5 |
| 507,000 | 5,100 | 590,000 | 12,000 | 0 |
| 400,000 | 8,600 | 517,000 | 7,000 | 8 |