1) Frequency of use
2) Overall power requirement
Calculators are kind of an ideal use for solar panels because people generally only use them for a minute or two at a time and often won't touch them for days. And on top of that, modern calculators use so little power it's frankly ridiculous. We're talking a couple hundred microwatts during use. In comparison, I have trouble thinking of devices with equivalent usage and power characteristics - most devices we use intermittently have pretty high power requirements while in use, especially when you consider that indoor lighting is awful for generating solar energy.
I thought about bolting my own solar panel onto the roof of my car and diverting power to the fan but you would need some kind of transfer switch and the electrical system isn't partitioned to make it easy.