Einstein notation - Favre

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I recently started using Einstein notation a lot from this paper AGARD-R-819. However, I was never formally introduced to it academically. I was wondering if someone here could help me validate my confusion. I have 3 questions.

1. $$\frac{\partial u_i}{\partial x_j} \; + \; \frac{\partial u_j}{\partial x_i}$$

From the equation, what impact does it have if you switch the $i$ & $j$. From my understanding, the answer is a scalar anyways so the order of the sum should not matter. I'm I correct?

2.The Kronecker delta basically tells us to sum the trace of a tensor.

$$\frac{\partial u_k}{\partial x_k} \: \delta_{ij}$$

So here the $k$ subscript is going to be k = 1, 2, 3. But why can't we write $j$ instead?

3.Similarly from 2,

$$\frac{\partial u_k}{\partial x_k} \: \delta_{ij} * \frac{\partial u_i}{\partial x_j}$$

Is it still going to be the sum of the trace for both derivative term?