In a small bowl, whisk together all the citrus dressing ingredients. Taste and adjust seasoning. Set aside.
Toast the sliced almonds in a dry, heavy skillet over medium-low heat for 1 to 2 minutes or until they're light golden brown.
Prepare the citrus fruits, peeling them and removing as much pith as possible following the curve of the fruit, using a chef knife. Slice them into wheels.
Prepare the avocados: cut them in half, remove the pit, peel and slice them.
Arrange the baby arugula on a platter, drizzle a little of the citrus dressing, and top with the citrus and avocados slices.
Then sprinkle the toasted sliced almonds, shallots, and raisins.
Add fresh parsley, the rest of citrus dressing, and serve immediately.
Enjoy this fresh, colorful and delicious salad.