There's probably nothing you can do fast that will improve your "rating" in your neighbors' eyes. It seems they've branded you as the odd one and probably enjoy mentioning your "case" in passing. The fact is, people are quick to judge and slow to understand. Even if much of the world's economy rests on the work-from-home model, most good samaritans refuse to acknowledge it. Still, though the model is far from perfect, it's a slam dunk for many types of businesses as to how much time and resources it saves.

I can relate to your case since I've been working from home for almost 2 years now. And yes, most of my neighbors (even the ones that don't work at all or live off of pension) act "surprised" when they see me in the yard during daylight. It's been months since I've lost all enthusiasm to explain what my position entails, so I'm mostly ending the conversation with "an online project". Let em pinball that thought as much as they want. Granted, I was like that in the past - I even avoided scanning qr codes that would've given me discounts since I didn't know how it worked at the time. Luckily, I've changed my views since and made it a point to be open about new experiences and knowledge as much as I can.

Putting yourself in a bucket together with several few "good ones" only cripples your growth as a person. Also, badmouthing your neighbor who has things figured out far more than you it's a clear sign that you've lost touch... Today more than ever, keeping your chin above the water requires being resourceful and a quick learner.

Kudos to you, my friend!