Age: 51
| Season | Age | Series | Starts | Wins | ASP | AFP | eARP | ASP-FP | eGR-LR | PFAE | Avg. PFAE | Laps Led | Laps Run | %LL | %LC |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014 | 41 | Pinty's | 4 | 0 | 29.75 | 21.75 | 24.85 | 8.00 | 0.28 | 3.70 | 0.926 | 0 | 160 | 0.00 | 86.02 |
| 2015 | 42 | Pinty's | 2 | 0 | 24.50 | 16.50 | 20.61 | 8.00 | 0.35 | 6.21 | 3.105 | 0 | 99 | 0.00 | 98.02 |
| 2016 | 43 | Pinty's | 3 | 0 | 20.00 | 16.00 | 17.38 | 4.00 | 0.07 | 1.73 | 0.577 | 0 | 126 | 0.00 | 96.18 |
| 2017 | 44 | Pinty's | 1 | 0 | 18.00 | 15.00 | 16.50 | 3.00 | 0.18 | -0.58 | -0.576 | 0 | 53 | 0.00 | 98.15 |
| 2018 | 45 | Pinty's | 3 | 0 | 19.00 | 18.67 | 18.88 | 0.33 | -0.11 | -12.27 | -4.091 | 0 | 117 | 0.00 | 76.97 |
| 2019 | 46 | Pinty's | 3 | 0 | 21.67 | 19.33 | 19.97 | 2.33 | -0.21 | -10.04 | -3.346 | 0 | 96 | 0.00 | 62.34 |
| 2021 | 48 | Pinty's | 3 | 0 | 18.67 | 16.00 | 17.29 | 2.67 | 0.06 | -3.88 | -1.293 | 0 | 133 | 0.00 | 94.33 |
| 2023 | 50 | Pinty's | 2 | 0 | 24.00 | 20.00 | 21.15 | 4.00 | 0.18 | -3.32 | -1.661 | 0 | 78 | 0.00 | 70.27 |
| Owner | Car | Season | Series | Starts | Wins | Average Start | Average Finish | Avg. PFAE |
| Katherine Almeida | 77 | 2014 | Pinty's | 4 | 0 | 29.75 | 21.75 | 0.926 |
| Katherine Almeida | 77 | 2015 | Pinty's | 2 | 0 | 24.50 | 16.50 | 3.105 |
| Katherine Almeida | 77 | 2016 | Pinty's | 3 | 0 | 20.00 | 16.00 | 0.577 |
| Katherine Almeida | 77 | 2017 | Pinty's | 1 | 0 | 18.00 | 15.00 | -0.576 |
| Katherine Almeida | 77 | 2018 | Pinty's | 3 | 0 | 19.00 | 18.67 | -4.091 |
| Katherine Almeida | 77 | 2019 | Pinty's | 3 | 0 | 21.67 | 19.33 | -3.346 |
| Katherine Almeida | 77 | 2021 | Pinty's | 3 | 0 | 18.67 | 16.00 | -1.293 |
| Katherine Almeida | 77 | 2023 | Pinty's | 2 | 0 | 24.00 | 20.00 | -1.661 |
If you see any numbers that are odd, they probably are, especially if it appears a series if missing a lot of laps led or a driver has the same start as they do finish (in aggregate). We have to do a bit of data cleanup to make things useful, and as a result some missing data is covered up with defaults that hopefully won't pervert the results too much.